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a/data/sac_atari_kungfumaster_2026_02_12_184021/info/sac_atari_kungfumaster_t0_trial_metrics_scalar.json b/data/sac_atari_kungfumaster_2026_02_12_184021/info/sac_atari_kungfumaster_t0_trial_metrics_scalar.json new file mode 100644 index 0000000000000000000000000000000000000000..445fe998b99a135230a74f1645b4c3c13b1d7983 --- /dev/null +++ b/data/sac_atari_kungfumaster_2026_02_12_184021/info/sac_atari_kungfumaster_t0_trial_metrics_scalar.json @@ -0,0 +1,11 @@ +{ + "frame": 2000000.0, + "total_reward_ma": 8510.7578125, + "strength": 7340.5712890625, + "max_strength": 12522.25, + "final_strength": 8836.0, + "sample_efficiency": 1.0804355952132028e-06, + "training_efficiency": 5.7563897826184984e-06, + "stability": 0.9930012226104736, + "consistency": 0.3882908821105957 +} \ No newline at end of file diff --git a/data/sac_atari_kungfumaster_2026_02_12_184021/log/sac_atari_kungfumaster_t0.log b/data/sac_atari_kungfumaster_2026_02_12_184021/log/sac_atari_kungfumaster_t0.log new file mode 100644 index 0000000000000000000000000000000000000000..b475209f6d54ee51ea3c59e44065cc7bef08bb5a --- /dev/null +++ b/data/sac_atari_kungfumaster_2026_02_12_184021/log/sac_atari_kungfumaster_t0.log @@ -0,0 +1,5 @@ +2026-02-12 23:13:56 | INFO | PID:1231 | slm_lab.lib.logger:info | trial_metrics: frame:2.00e+06 | total_reward_ma:8510.76 | strength:7341 | max_strength:1.252e+04 | final_strength:8836 | sample_efficiency:1.08e-06 | training_efficiency:5.756e-06 | stability:0.993 | consistency:0.3883 +2026-02-12 23:13:56 | INFO | PID:1231 | slm_lab.lib.logger:info | Trial 0 done +2026-02-12 23:13:56 | INFO | PID:1231 | slm_lab.cli.main:run_spec | Output: data/sac_atari_kungfumaster_2026_02_12_184021 +2026-02-12 23:13:56 | INFO | PID:1231 | slm_lab.lib.hf:cleanup_models | Cleanup saved 309.9 MB +2026-02-12 23:13:57 | INFO | PID:1231 | slm_lab.lib.hf:upload | Uploading data/sac_atari_kungfumaster_2026_02_12_184021 to SLM-Lab/benchmark-dev/data/sac_atari_kungfumaster_2026_02_12_184021... diff --git a/data/sac_atari_kungfumaster_2026_02_12_184021/log/sac_atari_kungfumaster_t0_s0.log b/data/sac_atari_kungfumaster_2026_02_12_184021/log/sac_atari_kungfumaster_t0_s0.log new file mode 100644 index 0000000000000000000000000000000000000000..69e61aebb0ee04bffae10cf1c58214cba8dcf0ca --- /dev/null +++ b/data/sac_atari_kungfumaster_2026_02_12_184021/log/sac_atari_kungfumaster_t0_s0.log @@ -0,0 +1,982 @@ +2026-02-12 18:40:26 | INFO | PID:1338 | slm_lab.env:_make_vector_env | AtariVectorEnv: 16 envs, native preprocessing +2026-02-12 18:41:13 | INFO | PID:1338 | slm_lab.lib.perf:log_perf_setup | Performance setup: +Platform: GPU NVIDIA RTX A4500 (compute 8.6) +• GPU cuDNN benchmark: enabled +• GPU memory management: enabled +• GPU TF32 acceleration: enabled +2026-02-12 18:41:13 | INFO | PID:1338 | slm_lab.lib.logger:info | SoftActorCritic: +algorithm_spec: + name: SoftActorCritic + action_pdtype: Categorical + action_policy: default + gamma: 0.99 + training_start_step: 1000 + training_frequency: 4 + training_iter: 3 +name: SoftActorCritic +memory_spec: + name: Replay + batch_size: 256 + max_size: 200000 + use_cer: false +action_pdtype: Categorical +training_iter: 3 +training_start_step: 1000 +policy_delay: 1 +entropy_penalty_coef: 0.0 +gamma: 0.99 +training_frequency: 4 +to_train: 0 +_train_step: 0 +shared: False +net: (device:cuda:0) ConvNet( + (conv_model): Sequential( + (0): Conv2d(4, 32, kernel_size=(8, 8), stride=(4, 4)) + (1): ReLU() + (2): Conv2d(32, 64, kernel_size=(4, 4), stride=(2, 2)) + (3): ReLU() + (4): Conv2d(64, 64, kernel_size=(3, 3), stride=(1, 1)) + (5): ReLU() + ) + (fc_model): Sequential( + (0): Linear(in_features=3136, out_features=512, bias=True) + (1): ReLU() + ) + (tails): Sequential( + (0): Linear(in_features=512, out_features=14, bias=True) + ) + (loss_fn): SmoothL1Loss() +) +optim: AdamW ( +Parameter Group 0 + amsgrad: False + betas: (0.9, 0.999) + capturable: False + decoupled_weight_decay: True + differentiable: False + eps: 0.0001 + foreach: None + fused: None + lr: 0.0003 + maximize: False + weight_decay: 0.01 +) +q1_net: (device:cuda:0) ConvNet( + (conv_model): Sequential( + (0): Conv2d(4, 32, kernel_size=(8, 8), stride=(4, 4)) + (1): ReLU() + (2): Conv2d(32, 64, kernel_size=(4, 4), stride=(2, 2)) + (3): ReLU() + (4): Conv2d(64, 64, kernel_size=(3, 3), stride=(1, 1)) + (5): ReLU() + ) + (fc_model): Sequential( + (0): Linear(in_features=3136, out_features=512, bias=True) + (1): ReLU() + ) + (tails): Sequential( + (0): Linear(in_features=512, out_features=14, bias=True) + ) + (loss_fn): SmoothL1Loss() +) +target_q1_net: (device:cuda:0) ConvNet( + (conv_model): Sequential( + (0): Conv2d(4, 32, kernel_size=(8, 8), stride=(4, 4)) + (1): ReLU() + (2): Conv2d(32, 64, kernel_size=(4, 4), stride=(2, 2)) + (3): ReLU() + (4): Conv2d(64, 64, kernel_size=(3, 3), stride=(1, 1)) + (5): ReLU() + ) + (fc_model): Sequential( + (0): Linear(in_features=3136, out_features=512, bias=True) + (1): ReLU() + ) + (tails): Sequential( + (0): Linear(in_features=512, out_features=14, bias=True) + ) + (loss_fn): SmoothL1Loss() +) +q1_optim: AdamW ( +Parameter Group 0 + amsgrad: False + betas: (0.9, 0.999) + capturable: False + decoupled_weight_decay: True + differentiable: False + eps: 0.0001 + foreach: None + fused: None + lr: 0.0003 + maximize: False + weight_decay: 0.01 +) +q2_net: (device:cuda:0) ConvNet( + (conv_model): Sequential( + (0): Conv2d(4, 32, kernel_size=(8, 8), stride=(4, 4)) + (1): ReLU() + (2): Conv2d(32, 64, kernel_size=(4, 4), stride=(2, 2)) + (3): ReLU() + (4): Conv2d(64, 64, kernel_size=(3, 3), stride=(1, 1)) + (5): ReLU() + ) + (fc_model): Sequential( + (0): Linear(in_features=3136, out_features=512, bias=True) + (1): ReLU() + ) + (tails): Sequential( + (0): Linear(in_features=512, out_features=14, bias=True) + ) + (loss_fn): SmoothL1Loss() +) +target_q2_net: (device:cuda:0) ConvNet( + (conv_model): Sequential( + (0): Conv2d(4, 32, kernel_size=(8, 8), stride=(4, 4)) + (1): ReLU() + (2): Conv2d(32, 64, kernel_size=(4, 4), stride=(2, 2)) + (3): ReLU() + (4): Conv2d(64, 64, kernel_size=(3, 3), stride=(1, 1)) + (5): ReLU() + ) + (fc_model): Sequential( + (0): Linear(in_features=3136, out_features=512, bias=True) + (1): ReLU() + ) + (tails): Sequential( + (0): Linear(in_features=512, out_features=14, bias=True) + ) + (loss_fn): SmoothL1Loss() +) +q2_optim: AdamW ( +Parameter Group 0 + amsgrad: False + betas: (0.9, 0.999) + capturable: False + decoupled_weight_decay: True + differentiable: False + eps: 0.0001 + foreach: None + fused: None + lr: 0.0003 + maximize: False + weight_decay: 0.01 +) +net_names: ['net', 'q1_net', 'target_q1_net', 'q2_net', 'target_q2_net'] +target_entropy: 1.583434397769155 +log_alpha: tensor([0.], device='cuda:0', requires_grad=True) +alpha: tensor([1.], device='cuda:0') +alpha_optim: AdamW ( +Parameter Group 0 + amsgrad: False + betas: (0.9, 0.999) + capturable: False + decoupled_weight_decay: True + differentiable: False + eps: 0.0001 + foreach: None + fused: None + lr: 0.0003 + maximize: False + weight_decay: 0.01 +) +2026-02-12 18:42:29 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train] +total_reward:0.00 total_reward_ma:0.00 loss:-18.23 fps:84.03 +frame:1.00e+04 wall_t:119 t:625 epi:nan +opt_step:1689 lr:0.0003 alpha:0.6307 +2026-02-12 18:43:50 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train] +total_reward:356.25 total_reward_ma:178.12 loss:-27.05 fps:100 +frame:2.00e+04 wall_t:200 t:1250 epi:nan +opt_step:3564 lr:0.0003 alpha:0.4033 +2026-02-12 18:45:11 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train] +total_reward:312.00 total_reward_ma:222.75 loss:-31.54 fps:106.8 +frame:3.00e+04 wall_t:281 t:1875 epi:nan +opt_step:5439 lr:0.0003 alpha:0.2641 +2026-02-12 18:46:35 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train] +total_reward:434.29 total_reward_ma:275.63 loss:-32.77 fps:109.6 +frame:4.00e+04 wall_t:365 t:2500 epi:nan +opt_step:7314 lr:0.0003 alpha:0.1744 +2026-02-12 18:47:57 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train] +total_reward:442.55 total_reward_ma:309.02 loss:-33.47 fps:111.9 +frame:5.00e+04 wall_t:447 t:3125 epi:nan +opt_step:9189 lr:0.0003 alpha:0.1156 +2026-02-12 18:49:18 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train] +total_reward:455.17 total_reward_ma:333.38 loss:-31.37 fps:113.6 +frame:6.00e+04 wall_t:528 t:3750 epi:nan +opt_step:11064 lr:0.0003 alpha:0.07684 +2026-02-12 18:50:40 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train] +total_reward:462.69 total_reward_ma:351.85 loss:-30.29 fps:114.8 +frame:7.00e+04 wall_t:610 t:4375 epi:nan +opt_step:12939 lr:0.0003 alpha:0.05119 +2026-02-12 18:52:02 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train] +total_reward:457.50 total_reward_ma:365.06 loss:-27.78 fps:115.6 +frame:8.00e+04 wall_t:692 t:5000 epi:nan +opt_step:14814 lr:0.0003 alpha:0.0342 +2026-02-12 18:53:25 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train] +total_reward:452.27 total_reward_ma:374.75 loss:-26.8 fps:116.1 +frame:9.00e+04 wall_t:775 t:5625 epi:nan +opt_step:16689 lr:0.0003 alpha:0.02294 +2026-02-12 18:54:47 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train] +total_reward:476.00 total_reward_ma:384.87 loss:-24.45 fps:116.7 +frame:1.00e+05 wall_t:857 t:6250 epi:nan +opt_step:18564 lr:0.0003 alpha:0.01546 +2026-02-12 18:56:10 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train] +total_reward:511.00 total_reward_ma:396.34 loss:-22.85 fps:117 +frame:1.10e+05 wall_t:940 t:6875 epi:nan +opt_step:20439 lr:0.0003 alpha:0.01055 +2026-02-12 18:57:31 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train] +total_reward:635.00 total_reward_ma:416.23 loss:-20.72 fps:117.4 +frame:1.20e+05 wall_t:1022 t:7500 epi:nan +opt_step:22314 lr:0.0003 alpha:0.007426 +2026-02-12 18:58:54 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train] +total_reward:709.00 total_reward_ma:438.75 loss:-19.33 fps:117.8 +frame:1.30e+05 wall_t:1104 t:8125 epi:nan +opt_step:24189 lr:0.0003 alpha:0.006738 +2026-02-12 19:00:15 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train] +total_reward:728.00 total_reward_ma:459.41 loss:-17.42 fps:118.1 +frame:1.40e+05 wall_t:1185 t:8750 epi:nan +opt_step:26064 lr:0.0003 alpha:0.006738 +2026-02-12 19:01:38 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train] +total_reward:797.00 total_reward_ma:481.91 loss:-16.37 fps:118.3 +frame:1.50e+05 wall_t:1268 t:9375 epi:nan +opt_step:27939 lr:0.0003 alpha:0.006738 +2026-02-12 19:03:00 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train] +total_reward:885.00 total_reward_ma:507.11 loss:-14.77 fps:118.5 +frame:1.60e+05 wall_t:1350 t:10000 epi:nan +opt_step:29814 lr:0.0003 alpha:0.006738 +2026-02-12 19:04:23 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train] +total_reward:953.00 total_reward_ma:533.34 loss:-13.83 fps:118.6 +frame:1.70e+05 wall_t:1433 t:10625 epi:nan +opt_step:31689 lr:0.0003 alpha:0.006738 +2026-02-12 19:05:46 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train] +total_reward:1058.00 total_reward_ma:562.48 loss:-12.46 fps:118.7 +frame:1.80e+05 wall_t:1516 t:11250 epi:nan +opt_step:33564 lr:0.0003 alpha:0.006738 +2026-02-12 19:07:08 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train] +total_reward:1170.00 total_reward_ma:594.46 loss:-11.75 fps:118.9 +frame:1.90e+05 wall_t:1598 t:11875 epi:nan +opt_step:35439 lr:0.0003 alpha:0.006738 +2026-02-12 19:08:30 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train] +total_reward:1240.00 total_reward_ma:626.74 loss:-10.74 fps:119 +frame:2.00e+05 wall_t:1680 t:12500 epi:nan +opt_step:37314 lr:0.0003 alpha:0.006751 +2026-02-12 19:09:52 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train] +total_reward:1421.00 total_reward_ma:664.56 loss:-9.916 fps:119.2 +frame:2.10e+05 wall_t:1762 t:13125 epi:nan +opt_step:39189 lr:0.0003 alpha:0.007236 +2026-02-12 19:11:13 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train] +total_reward:1557.00 total_reward_ma:705.12 loss:-9.324 fps:119.4 +frame:2.20e+05 wall_t:1843 t:13750 epi:nan +opt_step:41064 lr:0.0003 alpha:0.008384 +2026-02-12 19:12:36 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train] +total_reward:1623.00 total_reward_ma:745.03 loss:-8.647 fps:119.4 +frame:2.30e+05 wall_t:1926 t:14375 epi:nan +opt_step:42939 lr:0.0003 alpha:0.01141 +2026-02-12 19:13:57 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train] +total_reward:1952.00 total_reward_ma:795.32 loss:-8.516 fps:119.5 +frame:2.40e+05 wall_t:2008 t:15000 epi:nan +opt_step:44814 lr:0.0003 alpha:0.01454 +2026-02-12 19:15:20 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train] +total_reward:2097.00 total_reward_ma:847.39 loss:-7.928 fps:119.6 +frame:2.50e+05 wall_t:2090 t:15625 epi:nan +opt_step:46689 lr:0.0003 alpha:0.01667 +2026-02-12 19:16:43 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train] +total_reward:2390.00 total_reward_ma:906.72 loss:-7.762 fps:119.7 +frame:2.60e+05 wall_t:2173 t:16250 epi:nan +opt_step:48564 lr:0.0003 alpha:0.01656 +2026-02-12 19:18:04 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train] +total_reward:3069.00 total_reward_ma:986.80 loss:-7.654 fps:119.8 +frame:2.70e+05 wall_t:2254 t:16875 epi:nan +opt_step:50439 lr:0.0003 alpha:0.01537 +2026-02-12 19:19:26 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train] +total_reward:3427.00 total_reward_ma:1073.95 loss:-8.266 fps:119.8 +frame:2.80e+05 wall_t:2337 t:17500 epi:nan +opt_step:52314 lr:0.0003 alpha:0.01556 +2026-02-12 19:20:49 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train] +total_reward:3889.00 total_reward_ma:1171.02 loss:-8.489 fps:119.9 +frame:2.90e+05 wall_t:2419 t:18125 epi:nan +opt_step:54189 lr:0.0003 alpha:0.01746 +2026-02-12 19:22:11 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train] +total_reward:4545.00 total_reward_ma:1283.49 loss:-8.305 fps:120 +frame:3.00e+05 wall_t:2501 t:18750 epi:nan +opt_step:56064 lr:0.0003 alpha:0.01936 +2026-02-12 19:23:33 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train] +total_reward:5159.00 total_reward_ma:1408.51 loss:-8.565 fps:120 +frame:3.10e+05 wall_t:2583 t:19375 epi:nan +opt_step:57939 lr:0.0003 alpha:0.02028 +2026-02-12 19:24:54 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train] +total_reward:5392.00 total_reward_ma:1532.99 loss:-8.625 fps:120.1 +frame:3.20e+05 wall_t:2664 t:20000 epi:nan +opt_step:59814 lr:0.0003 alpha:0.02045 +2026-02-12 19:26:16 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train] +total_reward:6210.00 total_reward_ma:1674.72 loss:-8.85 fps:120.1 +frame:3.30e+05 wall_t:2747 t:20625 epi:nan +opt_step:61689 lr:0.0003 alpha:0.01976 +2026-02-12 19:27:39 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train] +total_reward:7119.00 total_reward_ma:1834.84 loss:-8.432 fps:120.2 +frame:3.40e+05 wall_t:2829 t:21250 epi:nan +opt_step:63564 lr:0.0003 alpha:0.02211 +2026-02-12 19:29:00 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train] +total_reward:7296.00 total_reward_ma:1990.88 loss:-8.778 fps:120.3 +frame:3.50e+05 wall_t:2910 t:21875 epi:nan +opt_step:65439 lr:0.0003 alpha:0.02386 +2026-02-12 19:30:21 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train] +total_reward:7532.00 total_reward_ma:2144.80 loss:-9.193 fps:120.4 +frame:3.60e+05 wall_t:2991 t:22500 epi:nan +opt_step:67314 lr:0.0003 alpha:0.02232 +2026-02-12 19:31:42 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train] +total_reward:8555.00 total_reward_ma:2318.05 loss:-9.306 fps:120.4 +frame:3.70e+05 wall_t:3072 t:23125 epi:nan +opt_step:69189 lr:0.0003 alpha:0.02125 +2026-02-12 19:33:04 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train] +total_reward:9324.00 total_reward_ma:2502.41 loss:-9.385 fps:120.5 +frame:3.80e+05 wall_t:3154 t:23750 epi:nan +opt_step:71064 lr:0.0003 alpha:0.02102 +2026-02-12 19:34:27 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train] +total_reward:9869.00 total_reward_ma:2691.30 loss:-8.962 fps:120.5 +frame:3.90e+05 wall_t:3237 t:24375 epi:nan +opt_step:72939 lr:0.0003 alpha:0.01997 +2026-02-12 19:35:48 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train] +total_reward:10076.00 total_reward_ma:2875.92 loss:-9.14 fps:120.6 +frame:4.00e+05 wall_t:3318 t:25000 epi:nan +opt_step:74814 lr:0.0003 alpha:0.01975 +2026-02-12 19:37:10 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train] +total_reward:10844.00 total_reward_ma:3070.26 loss:-9.168 fps:120.6 +frame:4.10e+05 wall_t:3400 t:25625 epi:nan +opt_step:76689 lr:0.0003 alpha:0.01916 +2026-02-12 19:38:32 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train] +total_reward:11575.00 total_reward_ma:3272.76 loss:-9.146 fps:120.6 +frame:4.20e+05 wall_t:3482 t:26250 epi:nan +opt_step:78564 lr:0.0003 alpha:0.01812 +2026-02-12 19:39:54 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train] +total_reward:11703.00 total_reward_ma:3468.81 loss:-9.027 fps:120.7 +frame:4.30e+05 wall_t:3564 t:26875 epi:nan +opt_step:80439 lr:0.0003 alpha:0.01816 +2026-02-12 19:41:15 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train] +total_reward:12005.00 total_reward_ma:3662.81 loss:-9.343 fps:120.7 +frame:4.40e+05 wall_t:3645 t:27500 epi:nan +opt_step:82314 lr:0.0003 alpha:0.01819 +2026-02-12 19:42:36 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train] +total_reward:12896.00 total_reward_ma:3867.99 loss:-9.374 fps:120.7 +frame:4.50e+05 wall_t:3727 t:28125 epi:nan +opt_step:84189 lr:0.0003 alpha:0.01707 +2026-02-12 19:43:58 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train] +total_reward:13624.00 total_reward_ma:4080.08 loss:-8.901 fps:120.8 +frame:4.60e+05 wall_t:3808 t:28750 epi:nan +opt_step:86064 lr:0.0003 alpha:0.01672 +2026-02-12 19:45:20 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train] +total_reward:14657.00 total_reward_ma:4305.12 loss:-9.546 fps:120.8 +frame:4.70e+05 wall_t:3890 t:29375 epi:nan +opt_step:87939 lr:0.0003 alpha:0.01681 +2026-02-12 19:46:43 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train] +total_reward:14746.00 total_reward_ma:4522.64 loss:-9.389 fps:120.8 +frame:4.80e+05 wall_t:3973 t:30000 epi:nan +opt_step:89814 lr:0.0003 alpha:0.01589 +2026-02-12 19:48:05 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train] +total_reward:14867.00 total_reward_ma:4733.75 loss:-9.201 fps:120.8 +frame:4.90e+05 wall_t:4055 t:30625 epi:nan +opt_step:91689 lr:0.0003 alpha:0.01657 +2026-02-12 19:49:27 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train] +total_reward:15313.00 total_reward_ma:4945.33 loss:-9.244 fps:120.9 +frame:5.00e+05 wall_t:4137 t:31250 epi:nan +opt_step:93564 lr:0.0003 alpha:0.01697 +2026-02-12 19:50:50 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train] +total_reward:15440.00 total_reward_ma:5151.11 loss:-9.206 fps:120.9 +frame:5.10e+05 wall_t:4220 t:31875 epi:nan +opt_step:95439 lr:0.0003 alpha:0.01691 +2026-02-12 19:52:12 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train] +total_reward:15826.00 total_reward_ma:5356.40 loss:-9.006 fps:120.9 +frame:5.20e+05 wall_t:4302 t:32500 epi:nan +opt_step:97314 lr:0.0003 alpha:0.0168 +2026-02-12 19:53:34 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train] +total_reward:15981.00 total_reward_ma:5556.86 loss:-9.114 fps:120.9 +frame:5.30e+05 wall_t:4384 t:33125 epi:nan +opt_step:99189 lr:0.0003 alpha:0.017 +2026-02-12 19:54:56 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train] +total_reward:16350.00 total_reward_ma:5756.74 loss:-9.158 fps:120.9 +frame:5.40e+05 wall_t:4467 t:33750 epi:nan +opt_step:101064 lr:0.0003 alpha:0.01745 +2026-02-12 19:56:18 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train] +total_reward:16463.00 total_reward_ma:5951.40 loss:-9.33 fps:120.9 +frame:5.50e+05 wall_t:4548 t:34375 epi:nan +opt_step:102939 lr:0.0003 alpha:0.01711 +2026-02-12 19:57:39 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train] +total_reward:16581.00 total_reward_ma:6141.21 loss:-9.366 fps:121 +frame:5.60e+05 wall_t:4629 t:35000 epi:nan +opt_step:104814 lr:0.0003 alpha:0.01839 +2026-02-12 19:59:02 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train] +total_reward:16663.00 total_reward_ma:6325.80 loss:-9.584 fps:121 +frame:5.70e+05 wall_t:4712 t:35625 epi:nan +opt_step:106689 lr:0.0003 alpha:0.01807 +2026-02-12 20:00:24 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train] +total_reward:16822.00 total_reward_ma:6506.77 loss:-9.611 fps:121 +frame:5.80e+05 wall_t:4794 t:36250 epi:nan +opt_step:108564 lr:0.0003 alpha:0.01717 +2026-02-12 20:01:46 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train] +total_reward:17027.00 total_reward_ma:6685.08 loss:-9.462 fps:121 +frame:5.90e+05 wall_t:4877 t:36875 epi:nan +opt_step:110439 lr:0.0003 alpha:0.01741 +2026-02-12 20:03:08 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train] +total_reward:16952.00 total_reward_ma:6856.20 loss:-9.49 fps:121 +frame:6.00e+05 wall_t:4958 t:37500 epi:nan +opt_step:112314 lr:0.0003 alpha:0.01805 +2026-02-12 20:04:30 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train] +total_reward:17114.00 total_reward_ma:7024.36 loss:-9.443 fps:121 +frame:6.10e+05 wall_t:5040 t:38125 epi:nan +opt_step:114189 lr:0.0003 alpha:0.01855 +2026-02-12 20:05:52 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train] +total_reward:17059.00 total_reward_ma:7186.21 loss:-9.698 fps:121 +frame:6.20e+05 wall_t:5122 t:38750 epi:nan +opt_step:116064 lr:0.0003 alpha:0.01875 +2026-02-12 20:07:14 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train] +total_reward:17081.00 total_reward_ma:7343.27 loss:-10.17 fps:121.1 +frame:6.30e+05 wall_t:5204 t:39375 epi:nan +opt_step:117939 lr:0.0003 alpha:0.01944 +2026-02-12 20:08:36 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train] +total_reward:16994.00 total_reward_ma:7494.06 loss:-9.896 fps:121.1 +frame:6.40e+05 wall_t:5287 t:40000 epi:nan +opt_step:119814 lr:0.0003 alpha:0.01977 +2026-02-12 20:09:58 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train] +total_reward:16974.00 total_reward_ma:7639.90 loss:-10.04 fps:121.1 +frame:6.50e+05 wall_t:5368 t:40625 epi:nan +opt_step:121689 lr:0.0003 alpha:0.02049 +2026-02-12 20:11:20 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train] +total_reward:16955.00 total_reward_ma:7781.04 loss:-9.983 fps:121.1 +frame:6.60e+05 wall_t:5450 t:41250 epi:nan +opt_step:123564 lr:0.0003 alpha:0.01962 +2026-02-12 20:12:42 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train] +total_reward:16633.00 total_reward_ma:7913.16 loss:-9.869 fps:121.1 +frame:6.70e+05 wall_t:5533 t:41875 epi:nan +opt_step:125439 lr:0.0003 alpha:0.02053 +2026-02-12 20:14:05 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train] +total_reward:16540.00 total_reward_ma:8040.03 loss:-10.24 fps:121.1 +frame:6.80e+05 wall_t:5615 t:42500 epi:nan +opt_step:127314 lr:0.0003 alpha:0.02131 +2026-02-12 20:15:26 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train] +total_reward:16182.00 total_reward_ma:8158.03 loss:-10.22 fps:121.1 +frame:6.90e+05 wall_t:5696 t:43125 epi:nan +opt_step:129189 lr:0.0003 alpha:0.02139 +2026-02-12 20:16:48 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train] +total_reward:15555.00 total_reward_ma:8263.70 loss:-9.897 fps:121.1 +frame:7.00e+05 wall_t:5778 t:43750 epi:nan +opt_step:131064 lr:0.0003 alpha:0.0224 +2026-02-12 20:18:11 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train] +total_reward:15330.00 total_reward_ma:8363.22 loss:-10.39 fps:121.1 +frame:7.10e+05 wall_t:5861 t:44375 epi:nan +opt_step:132939 lr:0.0003 alpha:0.0223 +2026-02-12 20:19:32 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train] +total_reward:14940.00 total_reward_ma:8454.57 loss:-10.55 fps:121.2 +frame:7.20e+05 wall_t:5943 t:45000 epi:nan +opt_step:134814 lr:0.0003 alpha:0.02211 +2026-02-12 20:20:54 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train] +total_reward:14779.00 total_reward_ma:8541.20 loss:-10.55 fps:121.2 +frame:7.30e+05 wall_t:6024 t:45625 epi:nan +opt_step:136689 lr:0.0003 alpha:0.02238 +2026-02-12 20:22:16 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train] +total_reward:14769.00 total_reward_ma:8625.36 loss:-10.75 fps:121.2 +frame:7.40e+05 wall_t:6106 t:46250 epi:nan +opt_step:138564 lr:0.0003 alpha:0.02273 +2026-02-12 20:23:38 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train] +total_reward:14359.00 total_reward_ma:8701.81 loss:-10.68 fps:121.2 +frame:7.50e+05 wall_t:6188 t:46875 epi:nan +opt_step:140439 lr:0.0003 alpha:0.02381 +2026-02-12 20:25:01 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train] +total_reward:13671.00 total_reward_ma:8767.19 loss:-11.22 fps:121.2 +frame:7.60e+05 wall_t:6271 t:47500 epi:nan +opt_step:142314 lr:0.0003 alpha:0.02485 +2026-02-12 20:26:22 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train] +total_reward:13247.00 total_reward_ma:8825.37 loss:-11.15 fps:121.2 +frame:7.70e+05 wall_t:6353 t:48125 epi:nan +opt_step:144189 lr:0.0003 alpha:0.02451 +2026-02-12 20:27:45 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train] +total_reward:12914.00 total_reward_ma:8877.79 loss:-11.3 fps:121.2 +frame:7.80e+05 wall_t:6435 t:48750 epi:nan +opt_step:146064 lr:0.0003 alpha:0.02465 +2026-02-12 20:29:06 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train] +total_reward:12656.00 total_reward_ma:8925.62 loss:-11.71 fps:121.2 +frame:7.90e+05 wall_t:6516 t:49375 epi:nan +opt_step:147939 lr:0.0003 alpha:0.02509 +2026-02-12 20:30:28 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train] +total_reward:12271.00 total_reward_ma:8967.43 loss:-11.64 fps:121.2 +frame:8.00e+05 wall_t:6598 t:50000 epi:nan +opt_step:149814 lr:0.0003 alpha:0.02516 +2026-02-12 20:31:50 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train] +total_reward:12175.00 total_reward_ma:9007.03 loss:-11.78 fps:121.3 +frame:8.10e+05 wall_t:6680 t:50625 epi:nan +opt_step:151689 lr:0.0003 alpha:0.02588 +2026-02-12 20:33:12 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train] +total_reward:12090.00 total_reward_ma:9044.63 loss:-11.81 fps:121.3 +frame:8.20e+05 wall_t:6762 t:51250 epi:nan +opt_step:153564 lr:0.0003 alpha:0.02554 +2026-02-12 20:34:34 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train] +total_reward:11911.00 total_reward_ma:9079.17 loss:-12.22 fps:121.3 +frame:8.30e+05 wall_t:6844 t:51875 epi:nan +opt_step:155439 lr:0.0003 alpha:0.02535 +2026-02-12 20:35:55 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train] +total_reward:11760.00 total_reward_ma:9111.08 loss:-11.81 fps:121.3 +frame:8.40e+05 wall_t:6925 t:52500 epi:nan +opt_step:157314 lr:0.0003 alpha:0.02519 +2026-02-12 20:37:18 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train] +total_reward:11578.00 total_reward_ma:9140.10 loss:-11.92 fps:121.3 +frame:8.50e+05 wall_t:7008 t:53125 epi:nan +opt_step:159189 lr:0.0003 alpha:0.02629 +2026-02-12 20:38:40 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train] +total_reward:11284.00 total_reward_ma:9165.03 loss:-12.28 fps:121.3 +frame:8.60e+05 wall_t:7091 t:53750 epi:nan +opt_step:161064 lr:0.0003 alpha:0.02595 +2026-02-12 20:40:02 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train] +total_reward:11295.00 total_reward_ma:9189.51 loss:-12.27 fps:121.3 +frame:8.70e+05 wall_t:7172 t:54375 epi:nan +opt_step:162939 lr:0.0003 alpha:0.02624 +2026-02-12 20:41:24 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train] +total_reward:11194.00 total_reward_ma:9212.29 loss:-12.23 fps:121.3 +frame:8.80e+05 wall_t:7254 t:55000 epi:nan +opt_step:164814 lr:0.0003 alpha:0.02607 +2026-02-12 20:42:46 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train] +total_reward:11081.00 total_reward_ma:9233.29 loss:-12.14 fps:121.3 +frame:8.90e+05 wall_t:7336 t:55625 epi:nan +opt_step:166689 lr:0.0003 alpha:0.02619 +2026-02-12 20:44:08 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train] +total_reward:11178.00 total_reward_ma:9254.90 loss:-12.16 fps:121.3 +frame:9.00e+05 wall_t:7418 t:56250 epi:nan +opt_step:168564 lr:0.0003 alpha:0.02612 +2026-02-12 20:45:30 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train] +total_reward:10831.00 total_reward_ma:9272.22 loss:-12.69 fps:121.3 +frame:9.10e+05 wall_t:7501 t:56875 epi:nan +opt_step:170439 lr:0.0003 alpha:0.02674 +2026-02-12 20:46:52 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train] +total_reward:10791.00 total_reward_ma:9288.73 loss:-12.15 fps:121.3 +frame:9.20e+05 wall_t:7582 t:57500 epi:nan +opt_step:172314 lr:0.0003 alpha:0.02685 +2026-02-12 20:48:15 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train] +total_reward:10699.00 total_reward_ma:9303.89 loss:-12.54 fps:121.3 +frame:9.30e+05 wall_t:7665 t:58125 epi:nan +opt_step:174189 lr:0.0003 alpha:0.02717 +2026-02-12 20:49:38 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train] +total_reward:10421.00 total_reward_ma:9315.77 loss:-12.37 fps:121.3 +frame:9.40e+05 wall_t:7748 t:58750 epi:nan +opt_step:176064 lr:0.0003 alpha:0.02789 +2026-02-12 20:50:59 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train] +total_reward:10346.00 total_reward_ma:9326.62 loss:-12.73 fps:121.3 +frame:9.50e+05 wall_t:7829 t:59375 epi:nan +opt_step:177939 lr:0.0003 alpha:0.02745 +2026-02-12 20:52:22 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train] +total_reward:10346.00 total_reward_ma:9337.24 loss:-12.86 fps:121.3 +frame:9.60e+05 wall_t:7912 t:60000 epi:nan +opt_step:179814 lr:0.0003 alpha:0.02776 +2026-02-12 20:53:43 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train] +total_reward:10554.00 total_reward_ma:9349.78 loss:-12.77 fps:121.4 +frame:9.70e+05 wall_t:7993 t:60625 epi:nan +opt_step:181689 lr:0.0003 alpha:0.02741 +2026-02-12 20:55:05 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train] +total_reward:10531.00 total_reward_ma:9361.83 loss:-12.47 fps:121.4 +frame:9.80e+05 wall_t:8075 t:61250 epi:nan +opt_step:183564 lr:0.0003 alpha:0.02742 +2026-02-12 20:56:27 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train] +total_reward:10517.00 total_reward_ma:9373.50 loss:-13.13 fps:121.4 +frame:9.90e+05 wall_t:8157 t:61875 epi:nan +opt_step:185439 lr:0.0003 alpha:0.02743 +2026-02-12 20:57:49 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train] +total_reward:10547.00 total_reward_ma:9385.24 loss:-12.27 fps:121.4 +frame:1.00e+06 wall_t:8239 t:62500 epi:nan +opt_step:187314 lr:0.0003 alpha:0.02785 +2026-02-12 20:59:11 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train] +total_reward:10376.00 total_reward_ma:9489.00 loss:-12.96 fps:121.4 +frame:1.01e+06 wall_t:8321 t:63125 epi:nan +opt_step:189189 lr:0.0003 alpha:0.02716 +2026-02-12 21:00:33 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train] +total_reward:10378.00 total_reward_ma:9589.21 loss:-12.75 fps:121.4 +frame:1.02e+06 wall_t:8404 t:63750 epi:nan +opt_step:191064 lr:0.0003 alpha:0.02741 +2026-02-12 21:01:55 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train] +total_reward:10428.00 total_reward_ma:9690.38 loss:-13.03 fps:121.4 +frame:1.03e+06 wall_t:8486 t:64375 epi:nan +opt_step:192939 lr:0.0003 alpha:0.02829 +2026-02-12 21:03:17 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train] +total_reward:10307.00 total_reward_ma:9789.10 loss:-12.7 fps:121.4 +frame:1.04e+06 wall_t:8568 t:65000 epi:nan +opt_step:194814 lr:0.0003 alpha:0.02747 +2026-02-12 21:04:40 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train] +total_reward:10253.00 total_reward_ma:9887.21 loss:-13.08 fps:121.4 +frame:1.05e+06 wall_t:8650 t:65625 epi:nan +opt_step:196689 lr:0.0003 alpha:0.02715 +2026-02-12 21:06:01 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train] +total_reward:10250.00 total_reward_ma:9985.16 loss:-12.74 fps:121.4 +frame:1.06e+06 wall_t:8731 t:66250 epi:nan +opt_step:198564 lr:0.0003 alpha:0.02711 +2026-02-12 21:07:22 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train] +total_reward:9919.00 total_reward_ma:10079.72 loss:-12.38 fps:121.4 +frame:1.07e+06 wall_t:8813 t:66875 epi:nan +opt_step:200439 lr:0.0003 alpha:0.02765 +2026-02-12 21:08:45 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train] +total_reward:9861.00 total_reward_ma:10173.75 loss:-12.84 fps:121.4 +frame:1.08e+06 wall_t:8896 t:67500 epi:nan +opt_step:202314 lr:0.0003 alpha:0.02674 +2026-02-12 21:10:07 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train] +total_reward:9902.00 total_reward_ma:10268.25 loss:-12.88 fps:121.4 +frame:1.09e+06 wall_t:8977 t:68125 epi:nan +opt_step:204189 lr:0.0003 alpha:0.02735 +2026-02-12 21:11:28 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train] +total_reward:10003.00 total_reward_ma:10363.52 loss:-12.87 fps:121.4 +frame:1.10e+06 wall_t:9059 t:68750 epi:nan +opt_step:206064 lr:0.0003 alpha:0.02704 +2026-02-12 21:12:51 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train] +total_reward:10153.00 total_reward_ma:10459.94 loss:-12.96 fps:121.4 +frame:1.11e+06 wall_t:9141 t:69375 epi:nan +opt_step:207939 lr:0.0003 alpha:0.02687 +2026-02-12 21:14:14 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train] +total_reward:10363.00 total_reward_ma:10557.22 loss:-13.11 fps:121.4 +frame:1.12e+06 wall_t:9224 t:70000 epi:nan +opt_step:209814 lr:0.0003 alpha:0.02671 +2026-02-12 21:15:36 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train] +total_reward:10432.00 total_reward_ma:10654.45 loss:-12.65 fps:121.4 +frame:1.13e+06 wall_t:9306 t:70625 epi:nan +opt_step:211689 lr:0.0003 alpha:0.02603 +2026-02-12 21:16:58 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train] +total_reward:10491.00 total_reward_ma:10752.08 loss:-12.85 fps:121.4 +frame:1.14e+06 wall_t:9389 t:71250 epi:nan +opt_step:213564 lr:0.0003 alpha:0.02563 +2026-02-12 21:18:20 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train] +total_reward:10587.00 total_reward_ma:10849.98 loss:-12.8 fps:121.4 +frame:1.15e+06 wall_t:9471 t:71875 epi:nan +opt_step:215439 lr:0.0003 alpha:0.02588 +2026-02-12 21:19:43 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train] +total_reward:10842.00 total_reward_ma:10949.55 loss:-12.89 fps:121.4 +frame:1.16e+06 wall_t:9554 t:72500 epi:nan +opt_step:217314 lr:0.0003 alpha:0.02579 +2026-02-12 21:21:06 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train] +total_reward:10785.00 total_reward_ma:11047.87 loss:-12.61 fps:121.4 +frame:1.17e+06 wall_t:9636 t:73125 epi:nan +opt_step:219189 lr:0.0003 alpha:0.02734 +2026-02-12 21:22:27 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train] +total_reward:10970.00 total_reward_ma:11146.99 loss:-13.07 fps:121.4 +frame:1.18e+06 wall_t:9717 t:73750 epi:nan +opt_step:221064 lr:0.0003 alpha:0.02651 +2026-02-12 21:23:48 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train] +total_reward:11125.00 total_reward_ma:11246.54 loss:-12.85 fps:121.5 +frame:1.19e+06 wall_t:9798 t:74375 epi:nan +opt_step:222939 lr:0.0003 alpha:0.02694 +2026-02-12 21:25:10 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train] +total_reward:11176.00 total_reward_ma:11345.90 loss:-13.13 fps:121.5 +frame:1.20e+06 wall_t:9880 t:75000 epi:nan +opt_step:224814 lr:0.0003 alpha:0.0273 +2026-02-12 21:26:32 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train] +total_reward:11222.00 total_reward_ma:11443.91 loss:-12.93 fps:121.5 +frame:1.21e+06 wall_t:9962 t:75625 epi:nan +opt_step:226689 lr:0.0003 alpha:0.02724 +2026-02-12 21:27:55 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train] +total_reward:11269.00 total_reward_ma:11541.03 loss:-12.79 fps:121.5 +frame:1.22e+06 wall_t:10045 t:76250 epi:nan +opt_step:228564 lr:0.0003 alpha:0.02738 +2026-02-12 21:29:18 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train] +total_reward:11046.00 total_reward_ma:11635.26 loss:-13.09 fps:121.4 +frame:1.23e+06 wall_t:10128 t:76875 epi:nan +opt_step:230439 lr:0.0003 alpha:0.02681 +2026-02-12 21:30:40 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train] +total_reward:10944.00 total_reward_ma:11725.18 loss:-12.82 fps:121.4 +frame:1.24e+06 wall_t:10210 t:77500 epi:nan +opt_step:232314 lr:0.0003 alpha:0.02738 +2026-02-12 21:32:02 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train] +total_reward:10944.00 total_reward_ma:11813.65 loss:-13.11 fps:121.5 +frame:1.25e+06 wall_t:10292 t:78125 epi:nan +opt_step:234189 lr:0.0003 alpha:0.02676 +2026-02-12 21:33:23 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train] +total_reward:10874.00 total_reward_ma:11898.49 loss:-13.4 fps:121.5 +frame:1.26e+06 wall_t:10373 t:78750 epi:nan +opt_step:236064 lr:0.0003 alpha:0.02619 +2026-02-12 21:34:45 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train] +total_reward:11123.00 total_reward_ma:11979.03 loss:-13.07 fps:121.5 +frame:1.27e+06 wall_t:10455 t:79375 epi:nan +opt_step:237939 lr:0.0003 alpha:0.02657 +2026-02-12 21:36:07 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train] +total_reward:11137.00 total_reward_ma:12056.13 loss:-13.41 fps:121.5 +frame:1.28e+06 wall_t:10537 t:80000 epi:nan +opt_step:239814 lr:0.0003 alpha:0.027 +2026-02-12 21:37:29 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train] +total_reward:10888.00 total_reward_ma:12126.12 loss:-12.94 fps:121.5 +frame:1.29e+06 wall_t:10619 t:80625 epi:nan +opt_step:241689 lr:0.0003 alpha:0.02699 +2026-02-12 21:38:50 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train] +total_reward:10958.00 total_reward_ma:12190.25 loss:-13.27 fps:121.5 +frame:1.30e+06 wall_t:10700 t:81250 epi:nan +opt_step:243564 lr:0.0003 alpha:0.02685 +2026-02-12 21:40:11 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train] +total_reward:10862.00 total_reward_ma:12247.28 loss:-13.02 fps:121.5 +frame:1.31e+06 wall_t:10782 t:81875 epi:nan +opt_step:245439 lr:0.0003 alpha:0.02726 +2026-02-12 21:41:33 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train] +total_reward:10642.00 total_reward_ma:12299.78 loss:-13.1 fps:121.5 +frame:1.32e+06 wall_t:10863 t:82500 epi:nan +opt_step:247314 lr:0.0003 alpha:0.02774 +2026-02-12 21:42:56 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train] +total_reward:10639.00 total_reward_ma:12344.07 loss:-12.9 fps:121.5 +frame:1.33e+06 wall_t:10946 t:83125 epi:nan +opt_step:249189 lr:0.0003 alpha:0.0271 +2026-02-12 21:44:18 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train] +total_reward:10615.00 total_reward_ma:12379.03 loss:-13.25 fps:121.5 +frame:1.34e+06 wall_t:11028 t:83750 epi:nan +opt_step:251064 lr:0.0003 alpha:0.02824 +2026-02-12 21:45:40 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train] +total_reward:10436.00 total_reward_ma:12410.43 loss:-13.15 fps:121.5 +frame:1.35e+06 wall_t:11111 t:84375 epi:nan +opt_step:252939 lr:0.0003 alpha:0.02728 +2026-02-12 21:47:03 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train] +total_reward:10257.00 total_reward_ma:12437.68 loss:-13.08 fps:121.5 +frame:1.36e+06 wall_t:11193 t:85000 epi:nan +opt_step:254814 lr:0.0003 alpha:0.02818 +2026-02-12 21:48:25 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train] +total_reward:10107.00 total_reward_ma:12453.20 loss:-12.96 fps:121.5 +frame:1.37e+06 wall_t:11275 t:85625 epi:nan +opt_step:256689 lr:0.0003 alpha:0.02743 +2026-02-12 21:49:46 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train] +total_reward:10014.00 total_reward_ma:12460.10 loss:-13.42 fps:121.5 +frame:1.38e+06 wall_t:11357 t:86250 epi:nan +opt_step:258564 lr:0.0003 alpha:0.02731 +2026-02-12 21:51:09 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train] +total_reward:9983.00 total_reward_ma:12461.24 loss:-13.47 fps:121.5 +frame:1.39e+06 wall_t:11439 t:86875 epi:nan +opt_step:260439 lr:0.0003 alpha:0.02792 +2026-02-12 21:52:30 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train] +total_reward:9835.00 total_reward_ma:12458.83 loss:-12.93 fps:121.5 +frame:1.40e+06 wall_t:11520 t:87500 epi:nan +opt_step:262314 lr:0.0003 alpha:0.02728 +2026-02-12 21:53:52 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train] +total_reward:9924.00 total_reward_ma:12449.63 loss:-13.56 fps:121.5 +frame:1.41e+06 wall_t:11603 t:88125 epi:nan +opt_step:264189 lr:0.0003 alpha:0.02735 +2026-02-12 21:55:14 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train] +total_reward:9956.00 total_reward_ma:12433.44 loss:-13.22 fps:121.5 +frame:1.42e+06 wall_t:11684 t:88750 epi:nan +opt_step:266064 lr:0.0003 alpha:0.02663 +2026-02-12 21:56:36 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train] +total_reward:9835.00 total_reward_ma:12414.76 loss:-13.19 fps:121.5 +frame:1.43e+06 wall_t:11766 t:89375 epi:nan +opt_step:267939 lr:0.0003 alpha:0.02649 +2026-02-12 21:57:57 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train] +total_reward:9690.00 total_reward_ma:12391.61 loss:-13.1 fps:121.5 +frame:1.44e+06 wall_t:11847 t:90000 epi:nan +opt_step:269814 lr:0.0003 alpha:0.02696 +2026-02-12 21:59:19 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train] +total_reward:9412.00 total_reward_ma:12356.77 loss:-13.24 fps:121.6 +frame:1.45e+06 wall_t:11929 t:90625 epi:nan +opt_step:271689 lr:0.0003 alpha:0.02812 +2026-02-12 22:00:41 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train] +total_reward:9331.00 total_reward_ma:12313.84 loss:-12.86 fps:121.6 +frame:1.46e+06 wall_t:12011 t:91250 epi:nan +opt_step:273564 lr:0.0003 alpha:0.02784 +2026-02-12 22:02:03 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train] +total_reward:9059.00 total_reward_ma:12257.86 loss:-13.7 fps:121.6 +frame:1.47e+06 wall_t:12093 t:91875 epi:nan +opt_step:275439 lr:0.0003 alpha:0.02854 +2026-02-12 22:03:24 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train] +total_reward:9151.00 total_reward_ma:12201.91 loss:-13.29 fps:121.6 +frame:1.48e+06 wall_t:12174 t:92500 epi:nan +opt_step:277314 lr:0.0003 alpha:0.0283 +2026-02-12 22:04:46 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train] +total_reward:9046.00 total_reward_ma:12143.70 loss:-13.39 fps:121.6 +frame:1.49e+06 wall_t:12256 t:93125 epi:nan +opt_step:279189 lr:0.0003 alpha:0.02934 +2026-02-12 22:06:08 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train] +total_reward:8908.00 total_reward_ma:12079.65 loss:-13.47 fps:121.6 +frame:1.50e+06 wall_t:12339 t:93750 epi:nan +opt_step:281064 lr:0.0003 alpha:0.02934 +2026-02-12 22:07:31 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train] +total_reward:8684.00 total_reward_ma:12012.09 loss:-13.96 fps:121.6 +frame:1.51e+06 wall_t:12421 t:94375 epi:nan +opt_step:282939 lr:0.0003 alpha:0.02991 +2026-02-12 22:08:53 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train] +total_reward:8536.00 total_reward_ma:11939.19 loss:-13.64 fps:121.6 +frame:1.52e+06 wall_t:12503 t:95000 epi:nan +opt_step:284814 lr:0.0003 alpha:0.02959 +2026-02-12 22:10:14 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train] +total_reward:8491.00 total_reward_ma:11864.29 loss:-13.69 fps:121.6 +frame:1.53e+06 wall_t:12584 t:95625 epi:nan +opt_step:286689 lr:0.0003 alpha:0.03024 +2026-02-12 22:11:37 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train] +total_reward:8414.00 total_reward_ma:11784.93 loss:-13.45 fps:121.6 +frame:1.54e+06 wall_t:12667 t:96250 epi:nan +opt_step:288564 lr:0.0003 alpha:0.02908 +2026-02-12 22:12:59 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train] +total_reward:8378.00 total_reward_ma:11704.08 loss:-13.91 fps:121.6 +frame:1.55e+06 wall_t:12749 t:96875 epi:nan +opt_step:290439 lr:0.0003 alpha:0.02836 +2026-02-12 22:14:21 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train] +total_reward:8286.00 total_reward_ma:11621.13 loss:-13.65 fps:121.6 +frame:1.56e+06 wall_t:12832 t:97500 epi:nan +opt_step:292314 lr:0.0003 alpha:0.02834 +2026-02-12 22:15:43 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train] +total_reward:8288.00 total_reward_ma:11537.38 loss:-13.9 fps:121.6 +frame:1.57e+06 wall_t:12914 t:98125 epi:nan +opt_step:294189 lr:0.0003 alpha:0.02803 +2026-02-12 22:17:06 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train] +total_reward:8119.00 total_reward_ma:11450.35 loss:-13.52 fps:121.6 +frame:1.58e+06 wall_t:12996 t:98750 epi:nan +opt_step:296064 lr:0.0003 alpha:0.02836 +2026-02-12 22:18:28 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train] +total_reward:7911.00 total_reward_ma:11359.19 loss:-13.86 fps:121.6 +frame:1.59e+06 wall_t:13078 t:99375 epi:nan +opt_step:297939 lr:0.0003 alpha:0.02855 +2026-02-12 22:19:49 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train] +total_reward:7874.00 total_reward_ma:11268.41 loss:-13.64 fps:121.6 +frame:1.60e+06 wall_t:13159 t:100000 epi:nan +opt_step:299814 lr:0.0003 alpha:0.0289 +2026-02-12 22:21:11 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train] +total_reward:8007.00 total_reward_ma:11177.34 loss:-13.94 fps:121.6 +frame:1.61e+06 wall_t:13241 t:100625 epi:nan +opt_step:301689 lr:0.0003 alpha:0.02882 +2026-02-12 22:22:33 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train] +total_reward:8078.00 total_reward_ma:11087.53 loss:-13.97 fps:121.6 +frame:1.62e+06 wall_t:13323 t:101250 epi:nan +opt_step:303564 lr:0.0003 alpha:0.0293 +2026-02-12 22:23:55 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train] +total_reward:8041.00 total_reward_ma:10997.13 loss:-13.77 fps:121.6 +frame:1.63e+06 wall_t:13405 t:101875 epi:nan +opt_step:305439 lr:0.0003 alpha:0.02928 +2026-02-12 22:25:17 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train] +total_reward:8210.00 total_reward_ma:10909.29 loss:-14.05 fps:121.6 +frame:1.64e+06 wall_t:13487 t:102500 epi:nan +opt_step:307314 lr:0.0003 alpha:0.02889 +2026-02-12 22:26:38 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train] +total_reward:8378.00 total_reward_ma:10823.33 loss:-14.01 fps:121.6 +frame:1.65e+06 wall_t:13569 t:103125 epi:nan +opt_step:309189 lr:0.0003 alpha:0.02865 +2026-02-12 22:28:00 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train] +total_reward:8373.00 total_reward_ma:10737.51 loss:-14.46 fps:121.6 +frame:1.66e+06 wall_t:13650 t:103750 epi:nan +opt_step:311064 lr:0.0003 alpha:0.02974 +2026-02-12 22:29:22 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train] +total_reward:8133.00 total_reward_ma:10652.51 loss:-14.75 fps:121.6 +frame:1.67e+06 wall_t:13733 t:104375 epi:nan +opt_step:312939 lr:0.0003 alpha:0.03035 +2026-02-12 22:30:44 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train] +total_reward:8338.00 total_reward_ma:10570.49 loss:-14.54 fps:121.6 +frame:1.68e+06 wall_t:13814 t:105000 epi:nan +opt_step:314814 lr:0.0003 alpha:0.0312 +2026-02-12 22:32:07 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train] +total_reward:8480.00 total_reward_ma:10493.47 loss:-14.75 fps:121.6 +frame:1.69e+06 wall_t:13897 t:105625 epi:nan +opt_step:316689 lr:0.0003 alpha:0.03116 +2026-02-12 22:33:28 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train] +total_reward:8589.00 total_reward_ma:10423.81 loss:-15.58 fps:121.6 +frame:1.70e+06 wall_t:13978 t:106250 epi:nan +opt_step:318564 lr:0.0003 alpha:0.03069 +2026-02-12 22:34:50 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train] +total_reward:8596.00 total_reward_ma:10356.47 loss:-15.12 fps:121.6 +frame:1.71e+06 wall_t:14061 t:106875 epi:nan +opt_step:320439 lr:0.0003 alpha:0.03003 +2026-02-12 22:36:12 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train] +total_reward:8627.00 total_reward_ma:10293.34 loss:-15.32 fps:121.6 +frame:1.72e+06 wall_t:14142 t:107500 epi:nan +opt_step:322314 lr:0.0003 alpha:0.02899 +2026-02-12 22:37:34 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train] +total_reward:8589.00 total_reward_ma:10231.44 loss:-15.42 fps:121.6 +frame:1.73e+06 wall_t:14225 t:108125 epi:nan +opt_step:324189 lr:0.0003 alpha:0.02888 +2026-02-12 22:38:57 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train] +total_reward:8617.00 total_reward_ma:10169.92 loss:-14.63 fps:121.6 +frame:1.74e+06 wall_t:14307 t:108750 epi:nan +opt_step:326064 lr:0.0003 alpha:0.02868 +2026-02-12 22:40:19 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train] +total_reward:8718.00 total_reward_ma:10113.51 loss:-14.9 fps:121.6 +frame:1.75e+06 wall_t:14389 t:109375 epi:nan +opt_step:327939 lr:0.0003 alpha:0.02864 +2026-02-12 22:41:41 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train] +total_reward:8961.00 total_reward_ma:10066.41 loss:-15.43 fps:121.6 +frame:1.76e+06 wall_t:14471 t:110000 epi:nan +opt_step:329814 lr:0.0003 alpha:0.02796 +2026-02-12 22:43:02 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train] +total_reward:9034.00 total_reward_ma:10024.28 loss:-15.09 fps:121.6 +frame:1.77e+06 wall_t:14553 t:110625 epi:nan +opt_step:331689 lr:0.0003 alpha:0.0275 +2026-02-12 22:44:24 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train] +total_reward:9095.00 total_reward_ma:9986.09 loss:-15.31 fps:121.6 +frame:1.78e+06 wall_t:14634 t:111250 epi:nan +opt_step:333564 lr:0.0003 alpha:0.02738 +2026-02-12 22:45:46 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train] +total_reward:9081.00 total_reward_ma:9950.34 loss:-15.25 fps:121.6 +frame:1.79e+06 wall_t:14716 t:111875 epi:nan +opt_step:335439 lr:0.0003 alpha:0.02745 +2026-02-12 22:47:07 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train] +total_reward:9138.00 total_reward_ma:9919.01 loss:-15.79 fps:121.6 +frame:1.80e+06 wall_t:14798 t:112500 epi:nan +opt_step:337314 lr:0.0003 alpha:0.02713 +2026-02-12 22:48:29 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train] +total_reward:9035.00 total_reward_ma:9887.61 loss:-15.12 fps:121.6 +frame:1.81e+06 wall_t:14879 t:113125 epi:nan +opt_step:339189 lr:0.0003 alpha:0.02794 +2026-02-12 22:49:51 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train] +total_reward:9112.00 total_reward_ma:9857.83 loss:-15.1 fps:121.6 +frame:1.82e+06 wall_t:14961 t:113750 epi:nan +opt_step:341064 lr:0.0003 alpha:0.02757 +2026-02-12 22:51:14 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train] +total_reward:9056.00 total_reward_ma:9829.28 loss:-14.17 fps:121.6 +frame:1.83e+06 wall_t:15044 t:114375 epi:nan +opt_step:342939 lr:0.0003 alpha:0.02708 +2026-02-12 22:52:36 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train] +total_reward:9197.00 total_reward_ma:9803.65 loss:-14.77 fps:121.6 +frame:1.84e+06 wall_t:15127 t:115000 epi:nan +opt_step:344814 lr:0.0003 alpha:0.02654 +2026-02-12 22:53:59 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train] +total_reward:9322.00 total_reward_ma:9781.09 loss:-14.06 fps:121.6 +frame:1.85e+06 wall_t:15210 t:115625 epi:nan +opt_step:346689 lr:0.0003 alpha:0.02567 +2026-02-12 22:55:21 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train] +total_reward:9430.00 total_reward_ma:9762.55 loss:-14.34 fps:121.6 +frame:1.86e+06 wall_t:15292 t:116250 epi:nan +opt_step:348564 lr:0.0003 alpha:0.02537 +2026-02-12 22:56:43 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train] +total_reward:9618.00 total_reward_ma:9745.78 loss:-13.87 fps:121.6 +frame:1.87e+06 wall_t:15373 t:116875 epi:nan +opt_step:350439 lr:0.0003 alpha:0.02446 +2026-02-12 22:58:04 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train] +total_reward:9813.00 total_reward_ma:9731.97 loss:-13.47 fps:121.6 +frame:1.88e+06 wall_t:15455 t:117500 epi:nan +opt_step:352314 lr:0.0003 alpha:0.024 +2026-02-12 22:59:26 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train] +total_reward:9938.00 total_reward_ma:9720.54 loss:-13.66 fps:121.7 +frame:1.89e+06 wall_t:15536 t:118125 epi:nan +opt_step:354189 lr:0.0003 alpha:0.0246 +2026-02-12 23:00:48 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train] +total_reward:10198.00 total_reward_ma:9710.74 loss:-13.38 fps:121.7 +frame:1.90e+06 wall_t:15618 t:118750 epi:nan +opt_step:356064 lr:0.0003 alpha:0.02472 +2026-02-12 23:02:10 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train] +total_reward:10591.00 total_reward_ma:9708.34 loss:-13.62 fps:121.7 +frame:1.91e+06 wall_t:15700 t:119375 epi:nan +opt_step:357939 lr:0.0003 alpha:0.02503 +2026-02-12 23:03:33 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train] +total_reward:10619.00 total_reward_ma:9706.62 loss:-13.93 fps:121.6 +frame:1.92e+06 wall_t:15783 t:120000 epi:nan +opt_step:359814 lr:0.0003 alpha:0.02493 +2026-02-12 23:04:54 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train] +total_reward:10619.00 total_reward_ma:9705.82 loss:-13.25 fps:121.7 +frame:1.93e+06 wall_t:15864 t:120625 epi:nan +opt_step:361689 lr:0.0003 alpha:0.02436 +2026-02-12 23:06:16 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train] +total_reward:10804.00 total_reward_ma:9709.65 loss:-13.54 fps:121.7 +frame:1.94e+06 wall_t:15947 t:121250 epi:nan +opt_step:363564 lr:0.0003 alpha:0.02472 +2026-02-12 23:07:39 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train] +total_reward:11022.00 total_reward_ma:9716.41 loss:-14.85 fps:121.7 +frame:1.95e+06 wall_t:16029 t:121875 epi:nan +opt_step:365439 lr:0.0003 alpha:0.02431 +2026-02-12 23:09:00 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train] +total_reward:11094.00 total_reward_ma:9723.89 loss:-13.88 fps:121.7 +frame:1.96e+06 wall_t:16111 t:122500 epi:nan +opt_step:367314 lr:0.0003 alpha:0.02357 +2026-02-12 23:10:21 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train] +total_reward:11139.00 total_reward_ma:9729.74 loss:-13.09 fps:121.7 +frame:1.97e+06 wall_t:16192 t:123125 epi:nan +opt_step:369189 lr:0.0003 alpha:0.02468 +2026-02-12 23:11:41 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train] +total_reward:11152.00 total_reward_ma:9735.95 loss:-14.16 fps:121.7 +frame:1.98e+06 wall_t:16271 t:123750 epi:nan +opt_step:371064 lr:0.0003 alpha:0.02367 +2026-02-12 23:12:57 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train] +total_reward:11201.00 total_reward_ma:9742.79 loss:-13.44 fps:121.7 +frame:1.99e+06 wall_t:16347 t:124375 epi:nan +opt_step:372939 lr:0.0003 alpha:0.02326 +2026-02-12 23:13:52 | INFO | PID:1338 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_kungfumaster_t0_s0 [train] +total_reward:11312.00 total_reward_ma:9750.44 loss:-14.75 fps:121.9 +frame:2.00e+06 wall_t:16402 t:125000 epi:nan +opt_step:374814 lr:0.0003 alpha:0.02381 +2026-02-12 23:13:52 | INFO | PID:1338 | slm_lab.lib.logger:info | Session 0 done diff --git a/data/sac_atari_kungfumaster_2026_02_12_184021/log/sac_atari_kungfumaster_t0_s1.log b/data/sac_atari_kungfumaster_2026_02_12_184021/log/sac_atari_kungfumaster_t0_s1.log new file mode 100644 index 0000000000000000000000000000000000000000..2cf8a7b46a98d3badaf9f2d51ad28019db06a83e --- /dev/null +++ b/data/sac_atari_kungfumaster_2026_02_12_184021/log/sac_atari_kungfumaster_t0_s1.log @@ -0,0 +1,802 @@ +2026-02-12 18:40:26 | INFO | PID:1339 | slm_lab.env:_make_vector_env | AtariVectorEnv: 16 envs, native preprocessing +2026-02-12 18:42:29 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train] +total_reward:125.81 total_reward_ma:125.81 loss:-18.52 fps:83.33 +frame:1.00e+04 wall_t:120 t:625 epi:nan +opt_step:1689 lr:0.0003 alpha:0.631 +2026-02-12 18:43:51 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train] +total_reward:481.25 total_reward_ma:303.53 loss:-27.21 fps:99.01 +frame:2.00e+04 wall_t:202 t:1250 epi:nan +opt_step:3564 lr:0.0003 alpha:0.4035 +2026-02-12 18:45:13 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train] +total_reward:500.00 total_reward_ma:369.02 loss:-32.25 fps:105.6 +frame:3.00e+04 wall_t:284 t:1875 epi:nan +opt_step:5439 lr:0.0003 alpha:0.2643 +2026-02-12 18:46:36 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train] +total_reward:506.25 total_reward_ma:403.33 loss:-32.96 fps:109 +frame:4.00e+04 wall_t:367 t:2500 epi:nan +opt_step:7314 lr:0.0003 alpha:0.1745 +2026-02-12 18:47:59 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train] +total_reward:506.38 total_reward_ma:423.94 loss:-33.95 fps:111.4 +frame:5.00e+04 wall_t:449 t:3125 epi:nan +opt_step:9189 lr:0.0003 alpha:0.1157 +2026-02-12 18:49:21 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train] +total_reward:490.74 total_reward_ma:435.07 loss:-31.92 fps:113 +frame:6.00e+04 wall_t:531 t:3750 epi:nan +opt_step:11064 lr:0.0003 alpha:0.07688 +2026-02-12 18:50:42 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train] +total_reward:509.38 total_reward_ma:445.69 loss:-30.8 fps:114.2 +frame:7.00e+04 wall_t:613 t:4375 epi:nan +opt_step:12939 lr:0.0003 alpha:0.0512 +2026-02-12 18:52:05 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train] +total_reward:520.25 total_reward_ma:455.01 loss:-28.81 fps:115.1 +frame:8.00e+04 wall_t:695 t:5000 epi:nan +opt_step:14814 lr:0.0003 alpha:0.0342 +2026-02-12 18:53:26 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train] +total_reward:520.24 total_reward_ma:462.26 loss:-27.12 fps:115.8 +frame:9.00e+04 wall_t:777 t:5625 epi:nan +opt_step:16689 lr:0.0003 alpha:0.02294 +2026-02-12 18:54:48 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train] +total_reward:540.00 total_reward_ma:470.03 loss:-25.01 fps:116.4 +frame:1.00e+05 wall_t:859 t:6250 epi:nan +opt_step:18564 lr:0.0003 alpha:0.01548 +2026-02-12 18:56:11 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train] +total_reward:578.00 total_reward_ma:479.85 loss:-23.11 fps:116.8 +frame:1.10e+05 wall_t:942 t:6875 epi:nan +opt_step:20439 lr:0.0003 alpha:0.01062 +2026-02-12 18:57:33 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train] +total_reward:647.00 total_reward_ma:493.77 loss:-21.18 fps:117.3 +frame:1.20e+05 wall_t:1023 t:7500 epi:nan +opt_step:22314 lr:0.0003 alpha:0.007462 +2026-02-12 18:58:55 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train] +total_reward:664.00 total_reward_ma:506.87 loss:-19.67 fps:117.5 +frame:1.30e+05 wall_t:1106 t:8125 epi:nan +opt_step:24189 lr:0.0003 alpha:0.006738 +2026-02-12 19:00:17 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train] +total_reward:751.00 total_reward_ma:524.31 loss:-17.79 fps:117.9 +frame:1.40e+05 wall_t:1187 t:8750 epi:nan +opt_step:26064 lr:0.0003 alpha:0.006738 +2026-02-12 19:01:38 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train] +total_reward:818.00 total_reward_ma:543.89 loss:-16.73 fps:118.2 +frame:1.50e+05 wall_t:1269 t:9375 epi:nan +opt_step:27939 lr:0.0003 alpha:0.006738 +2026-02-12 19:03:00 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train] +total_reward:922.00 total_reward_ma:567.52 loss:-15.25 fps:118.4 +frame:1.60e+05 wall_t:1351 t:10000 epi:nan +opt_step:29814 lr:0.0003 alpha:0.006738 +2026-02-12 19:04:23 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train] +total_reward:971.00 total_reward_ma:591.25 loss:-14.08 fps:118.6 +frame:1.70e+05 wall_t:1433 t:10625 epi:nan +opt_step:31689 lr:0.0003 alpha:0.006738 +2026-02-12 19:05:45 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train] +total_reward:995.00 total_reward_ma:613.68 loss:-12.8 fps:118.8 +frame:1.80e+05 wall_t:1515 t:11250 epi:nan +opt_step:33564 lr:0.0003 alpha:0.006738 +2026-02-12 19:07:07 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train] +total_reward:1031.00 total_reward_ma:635.65 loss:-11.78 fps:119 +frame:1.90e+05 wall_t:1597 t:11875 epi:nan +opt_step:35439 lr:0.0003 alpha:0.006738 +2026-02-12 19:08:28 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train] +total_reward:1034.00 total_reward_ma:655.56 loss:-11.12 fps:119.2 +frame:2.00e+05 wall_t:1678 t:12500 epi:nan +opt_step:37314 lr:0.0003 alpha:0.006738 +2026-02-12 19:09:50 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train] +total_reward:1185.00 total_reward_ma:680.78 loss:-10.11 fps:119.3 +frame:2.10e+05 wall_t:1760 t:13125 epi:nan +opt_step:39189 lr:0.0003 alpha:0.006758 +2026-02-12 19:11:11 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train] +total_reward:1237.00 total_reward_ma:706.06 loss:-9.434 fps:119.4 +frame:2.20e+05 wall_t:1842 t:13750 epi:nan +opt_step:41064 lr:0.0003 alpha:0.008329 +2026-02-12 19:12:33 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train] +total_reward:1628.00 total_reward_ma:746.14 loss:-8.778 fps:119.5 +frame:2.30e+05 wall_t:1924 t:14375 epi:nan +opt_step:42939 lr:0.0003 alpha:0.01098 +2026-02-12 19:13:55 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train] +total_reward:1805.00 total_reward_ma:790.26 loss:-8.61 fps:119.7 +frame:2.40e+05 wall_t:2005 t:15000 epi:nan +opt_step:44814 lr:0.0003 alpha:0.01394 +2026-02-12 19:15:17 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train] +total_reward:2302.00 total_reward_ma:850.73 loss:-8.026 fps:119.7 +frame:2.50e+05 wall_t:2088 t:15625 epi:nan +opt_step:46689 lr:0.0003 alpha:0.01718 +2026-02-12 19:16:39 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train] +total_reward:2792.00 total_reward_ma:925.40 loss:-8.048 fps:119.8 +frame:2.60e+05 wall_t:2170 t:16250 epi:nan +opt_step:48564 lr:0.0003 alpha:0.01797 +2026-02-12 19:18:01 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train] +total_reward:3098.00 total_reward_ma:1005.86 loss:-7.449 fps:119.9 +frame:2.70e+05 wall_t:2251 t:16875 epi:nan +opt_step:50439 lr:0.0003 alpha:0.01716 +2026-02-12 19:19:22 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train] +total_reward:3533.00 total_reward_ma:1096.12 loss:-7.638 fps:120 +frame:2.80e+05 wall_t:2333 t:17500 epi:nan +opt_step:52314 lr:0.0003 alpha:0.01635 +2026-02-12 19:20:44 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train] +total_reward:3789.00 total_reward_ma:1188.98 loss:-7.832 fps:120.1 +frame:2.90e+05 wall_t:2414 t:18125 epi:nan +opt_step:54189 lr:0.0003 alpha:0.01665 +2026-02-12 19:22:05 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train] +total_reward:4207.00 total_reward_ma:1289.58 loss:-8.524 fps:120.2 +frame:3.00e+05 wall_t:2496 t:18750 epi:nan +opt_step:56064 lr:0.0003 alpha:0.01811 +2026-02-12 19:23:26 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train] +total_reward:5118.00 total_reward_ma:1413.07 loss:-8.75 fps:120.3 +frame:3.10e+05 wall_t:2577 t:19375 epi:nan +opt_step:57939 lr:0.0003 alpha:0.02116 +2026-02-12 19:24:48 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train] +total_reward:5447.00 total_reward_ma:1539.13 loss:-8.945 fps:120.4 +frame:3.20e+05 wall_t:2658 t:20000 epi:nan +opt_step:59814 lr:0.0003 alpha:0.02316 +2026-02-12 19:26:08 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train] +total_reward:5883.00 total_reward_ma:1670.77 loss:-9.315 fps:120.5 +frame:3.30e+05 wall_t:2739 t:20625 epi:nan +opt_step:61689 lr:0.0003 alpha:0.02384 +2026-02-12 19:27:30 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train] +total_reward:6415.00 total_reward_ma:1810.30 loss:-9.326 fps:120.5 +frame:3.40e+05 wall_t:2821 t:21250 epi:nan +opt_step:63564 lr:0.0003 alpha:0.02242 +2026-02-12 19:28:52 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train] +total_reward:7034.00 total_reward_ma:1959.55 loss:-9.33 fps:120.6 +frame:3.50e+05 wall_t:2902 t:21875 epi:nan +opt_step:65439 lr:0.0003 alpha:0.02172 +2026-02-12 19:30:13 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train] +total_reward:7410.00 total_reward_ma:2110.95 loss:-9.363 fps:120.6 +frame:3.60e+05 wall_t:2984 t:22500 epi:nan +opt_step:67314 lr:0.0003 alpha:0.02071 +2026-02-12 19:31:35 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train] +total_reward:7898.00 total_reward_ma:2267.36 loss:-9.602 fps:120.7 +frame:3.70e+05 wall_t:3066 t:23125 epi:nan +opt_step:69189 lr:0.0003 alpha:0.02089 +2026-02-12 19:32:57 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train] +total_reward:8611.00 total_reward_ma:2434.30 loss:-9.457 fps:120.7 +frame:3.80e+05 wall_t:3148 t:23750 epi:nan +opt_step:71064 lr:0.0003 alpha:0.02065 +2026-02-12 19:34:20 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train] +total_reward:9044.00 total_reward_ma:2603.78 loss:-9.981 fps:120.7 +frame:3.90e+05 wall_t:3230 t:24375 epi:nan +opt_step:72939 lr:0.0003 alpha:0.02013 +2026-02-12 19:35:41 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train] +total_reward:9627.00 total_reward_ma:2779.36 loss:-10.02 fps:120.8 +frame:4.00e+05 wall_t:3312 t:25000 epi:nan +opt_step:74814 lr:0.0003 alpha:0.01868 +2026-02-12 19:37:03 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train] +total_reward:10238.00 total_reward_ma:2961.28 loss:-9.414 fps:120.8 +frame:4.10e+05 wall_t:3394 t:25625 epi:nan +opt_step:76689 lr:0.0003 alpha:0.01894 +2026-02-12 19:38:25 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train] +total_reward:10753.00 total_reward_ma:3146.79 loss:-9.731 fps:120.9 +frame:4.20e+05 wall_t:3475 t:26250 epi:nan +opt_step:78564 lr:0.0003 alpha:0.01784 +2026-02-12 19:39:46 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train] +total_reward:10965.00 total_reward_ma:3328.61 loss:-9.935 fps:120.9 +frame:4.30e+05 wall_t:3557 t:26875 epi:nan +opt_step:80439 lr:0.0003 alpha:0.01902 +2026-02-12 19:41:09 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train] +total_reward:11108.00 total_reward_ma:3505.42 loss:-10.15 fps:120.9 +frame:4.40e+05 wall_t:3639 t:27500 epi:nan +opt_step:82314 lr:0.0003 alpha:0.01803 +2026-02-12 19:42:31 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train] +total_reward:11149.00 total_reward_ma:3675.27 loss:-9.696 fps:120.9 +frame:4.50e+05 wall_t:3721 t:28125 epi:nan +opt_step:84189 lr:0.0003 alpha:0.018 +2026-02-12 19:43:53 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train] +total_reward:11132.00 total_reward_ma:3837.38 loss:-9.949 fps:121 +frame:4.60e+05 wall_t:3803 t:28750 epi:nan +opt_step:86064 lr:0.0003 alpha:0.01779 +2026-02-12 19:45:14 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train] +total_reward:11236.00 total_reward_ma:3994.79 loss:-9.913 fps:121 +frame:4.70e+05 wall_t:3884 t:29375 epi:nan +opt_step:87939 lr:0.0003 alpha:0.01685 +2026-02-12 19:46:36 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train] +total_reward:11409.00 total_reward_ma:4149.26 loss:-9.591 fps:121 +frame:4.80e+05 wall_t:3967 t:30000 epi:nan +opt_step:89814 lr:0.0003 alpha:0.01654 +2026-02-12 19:47:57 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train] +total_reward:11429.00 total_reward_ma:4297.82 loss:-9.537 fps:121 +frame:4.90e+05 wall_t:4048 t:30625 epi:nan +opt_step:91689 lr:0.0003 alpha:0.01571 +2026-02-12 19:49:19 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train] +total_reward:11670.00 total_reward_ma:4445.27 loss:-9.386 fps:121.1 +frame:5.00e+05 wall_t:4129 t:31250 epi:nan +opt_step:93564 lr:0.0003 alpha:0.016 +2026-02-12 19:50:40 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train] +total_reward:11806.00 total_reward_ma:4589.59 loss:-9.326 fps:121.1 +frame:5.10e+05 wall_t:4211 t:31875 epi:nan +opt_step:95439 lr:0.0003 alpha:0.01555 +2026-02-12 19:52:02 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train] +total_reward:11866.00 total_reward_ma:4729.52 loss:-9.771 fps:121.1 +frame:5.20e+05 wall_t:4293 t:32500 epi:nan +opt_step:97314 lr:0.0003 alpha:0.01616 +2026-02-12 19:53:24 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train] +total_reward:11837.00 total_reward_ma:4863.63 loss:-9.319 fps:121.2 +frame:5.30e+05 wall_t:4374 t:33125 epi:nan +opt_step:99189 lr:0.0003 alpha:0.01628 +2026-02-12 19:54:46 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train] +total_reward:11924.00 total_reward_ma:4994.38 loss:-9.24 fps:121.2 +frame:5.40e+05 wall_t:4457 t:33750 epi:nan +opt_step:101064 lr:0.0003 alpha:0.01615 +2026-02-12 19:56:08 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train] +total_reward:12150.00 total_reward_ma:5124.48 loss:-9.539 fps:121.2 +frame:5.50e+05 wall_t:4538 t:34375 epi:nan +opt_step:102939 lr:0.0003 alpha:0.01697 +2026-02-12 19:57:28 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train] +total_reward:11987.00 total_reward_ma:5247.02 loss:-9.338 fps:121.2 +frame:5.60e+05 wall_t:4619 t:35000 epi:nan +opt_step:104814 lr:0.0003 alpha:0.01717 +2026-02-12 19:58:49 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train] +total_reward:12007.00 total_reward_ma:5365.62 loss:-9.098 fps:121.3 +frame:5.70e+05 wall_t:4700 t:35625 epi:nan +opt_step:106689 lr:0.0003 alpha:0.01735 +2026-02-12 20:00:12 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train] +total_reward:11963.00 total_reward_ma:5479.37 loss:-9.458 fps:121.3 +frame:5.80e+05 wall_t:4782 t:36250 epi:nan +opt_step:108564 lr:0.0003 alpha:0.01759 +2026-02-12 20:01:33 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train] +total_reward:12099.00 total_reward_ma:5591.56 loss:-9.715 fps:121.3 +frame:5.90e+05 wall_t:4864 t:36875 epi:nan +opt_step:110439 lr:0.0003 alpha:0.01799 +2026-02-12 20:02:55 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train] +total_reward:11981.00 total_reward_ma:5698.06 loss:-9.443 fps:121.3 +frame:6.00e+05 wall_t:4945 t:37500 epi:nan +opt_step:112314 lr:0.0003 alpha:0.01875 +2026-02-12 20:04:17 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train] +total_reward:11804.00 total_reward_ma:5798.15 loss:-9.598 fps:121.3 +frame:6.10e+05 wall_t:5027 t:38125 epi:nan +opt_step:114189 lr:0.0003 alpha:0.01916 +2026-02-12 20:05:38 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train] +total_reward:11707.00 total_reward_ma:5893.46 loss:-9.462 fps:121.4 +frame:6.20e+05 wall_t:5108 t:38750 epi:nan +opt_step:116064 lr:0.0003 alpha:0.01864 +2026-02-12 20:07:00 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train] +total_reward:11759.00 total_reward_ma:5986.56 loss:-9.249 fps:121.4 +frame:6.30e+05 wall_t:5190 t:39375 epi:nan +opt_step:117939 lr:0.0003 alpha:0.019 +2026-02-12 20:08:20 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train] +total_reward:11910.00 total_reward_ma:6079.11 loss:-10.2 fps:121.4 +frame:6.40e+05 wall_t:5271 t:40000 epi:nan +opt_step:119814 lr:0.0003 alpha:0.01985 +2026-02-12 20:09:42 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train] +total_reward:11999.00 total_reward_ma:6170.19 loss:-10.11 fps:121.4 +frame:6.50e+05 wall_t:5353 t:40625 epi:nan +opt_step:121689 lr:0.0003 alpha:0.02 +2026-02-12 20:11:04 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train] +total_reward:12009.00 total_reward_ma:6258.66 loss:-9.779 fps:121.4 +frame:6.60e+05 wall_t:5435 t:41250 epi:nan +opt_step:123564 lr:0.0003 alpha:0.02013 +2026-02-12 20:12:26 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train] +total_reward:12230.00 total_reward_ma:6347.78 loss:-9.676 fps:121.4 +frame:6.70e+05 wall_t:5517 t:41875 epi:nan +opt_step:125439 lr:0.0003 alpha:0.01953 +2026-02-12 20:13:47 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train] +total_reward:12369.00 total_reward_ma:6436.33 loss:-10.05 fps:121.5 +frame:6.80e+05 wall_t:5598 t:42500 epi:nan +opt_step:127314 lr:0.0003 alpha:0.02112 +2026-02-12 20:15:08 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train] +total_reward:12248.00 total_reward_ma:6520.56 loss:-10.24 fps:121.5 +frame:6.90e+05 wall_t:5679 t:43125 epi:nan +opt_step:129189 lr:0.0003 alpha:0.02092 +2026-02-12 20:16:29 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train] +total_reward:12340.00 total_reward_ma:6603.69 loss:-10.2 fps:121.5 +frame:7.00e+05 wall_t:5760 t:43750 epi:nan +opt_step:131064 lr:0.0003 alpha:0.02031 +2026-02-12 20:17:51 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train] +total_reward:12296.00 total_reward_ma:6683.86 loss:-9.995 fps:121.5 +frame:7.10e+05 wall_t:5842 t:44375 epi:nan +opt_step:132939 lr:0.0003 alpha:0.02125 +2026-02-12 20:19:13 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train] +total_reward:12322.00 total_reward_ma:6762.17 loss:-10.23 fps:121.6 +frame:7.20e+05 wall_t:5923 t:45000 epi:nan +opt_step:134814 lr:0.0003 alpha:0.02146 +2026-02-12 20:20:34 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train] +total_reward:12117.00 total_reward_ma:6835.52 loss:-10.57 fps:121.6 +frame:7.30e+05 wall_t:6004 t:45625 epi:nan +opt_step:136689 lr:0.0003 alpha:0.02174 +2026-02-12 20:21:54 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train] +total_reward:12096.00 total_reward_ma:6906.61 loss:-10.61 fps:121.6 +frame:7.40e+05 wall_t:6084 t:46250 epi:nan +opt_step:138564 lr:0.0003 alpha:0.0221 +2026-02-12 20:23:15 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train] +total_reward:12030.00 total_reward_ma:6974.92 loss:-10.51 fps:121.6 +frame:7.50e+05 wall_t:6166 t:46875 epi:nan +opt_step:140439 lr:0.0003 alpha:0.02271 +2026-02-12 20:24:36 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train] +total_reward:11906.00 total_reward_ma:7039.81 loss:-10.69 fps:121.7 +frame:7.60e+05 wall_t:6246 t:47500 epi:nan +opt_step:142314 lr:0.0003 alpha:0.02314 +2026-02-12 20:25:57 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train] +total_reward:12002.00 total_reward_ma:7104.25 loss:-10.51 fps:121.7 +frame:7.70e+05 wall_t:6327 t:48125 epi:nan +opt_step:144189 lr:0.0003 alpha:0.02323 +2026-02-12 20:27:19 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train] +total_reward:12015.00 total_reward_ma:7167.21 loss:-11.06 fps:121.7 +frame:7.80e+05 wall_t:6409 t:48750 epi:nan +opt_step:146064 lr:0.0003 alpha:0.02289 +2026-02-12 20:28:41 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train] +total_reward:11870.00 total_reward_ma:7226.74 loss:-11.03 fps:121.7 +frame:7.90e+05 wall_t:6492 t:49375 epi:nan +opt_step:147939 lr:0.0003 alpha:0.02374 +2026-02-12 20:30:03 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train] +total_reward:11928.00 total_reward_ma:7285.50 loss:-11.14 fps:121.7 +frame:8.00e+05 wall_t:6573 t:50000 epi:nan +opt_step:149814 lr:0.0003 alpha:0.02441 +2026-02-12 20:31:25 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train] +total_reward:11870.00 total_reward_ma:7342.10 loss:-11.13 fps:121.7 +frame:8.10e+05 wall_t:6656 t:50625 epi:nan +opt_step:151689 lr:0.0003 alpha:0.02347 +2026-02-12 20:32:46 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train] +total_reward:11734.00 total_reward_ma:7395.66 loss:-11.23 fps:121.7 +frame:8.20e+05 wall_t:6736 t:51250 epi:nan +opt_step:153564 lr:0.0003 alpha:0.02446 +2026-02-12 20:34:07 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train] +total_reward:11439.00 total_reward_ma:7444.38 loss:-11.29 fps:121.7 +frame:8.30e+05 wall_t:6818 t:51875 epi:nan +opt_step:155439 lr:0.0003 alpha:0.02499 +2026-02-12 20:35:29 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train] +total_reward:11439.00 total_reward_ma:7491.93 loss:-11.4 fps:121.8 +frame:8.40e+05 wall_t:6899 t:52500 epi:nan +opt_step:157314 lr:0.0003 alpha:0.02488 +2026-02-12 20:36:51 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train] +total_reward:11298.00 total_reward_ma:7536.71 loss:-11.17 fps:121.8 +frame:8.50e+05 wall_t:6981 t:53125 epi:nan +opt_step:159189 lr:0.0003 alpha:0.02494 +2026-02-12 20:38:13 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train] +total_reward:11311.00 total_reward_ma:7580.60 loss:-11.83 fps:121.7 +frame:8.60e+05 wall_t:7064 t:53750 epi:nan +opt_step:161064 lr:0.0003 alpha:0.02501 +2026-02-12 20:39:35 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train] +total_reward:11362.00 total_reward_ma:7624.06 loss:-11.62 fps:121.8 +frame:8.70e+05 wall_t:7145 t:54375 epi:nan +opt_step:162939 lr:0.0003 alpha:0.02489 +2026-02-12 20:40:56 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train] +total_reward:11563.00 total_reward_ma:7668.82 loss:-11.64 fps:121.8 +frame:8.80e+05 wall_t:7227 t:55000 epi:nan +opt_step:164814 lr:0.0003 alpha:0.0252 +2026-02-12 20:42:19 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train] +total_reward:11540.00 total_reward_ma:7712.32 loss:-11.58 fps:121.8 +frame:8.90e+05 wall_t:7309 t:55625 epi:nan +opt_step:166689 lr:0.0003 alpha:0.02563 +2026-02-12 20:43:41 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train] +total_reward:11528.00 total_reward_ma:7754.71 loss:-11.98 fps:121.8 +frame:9.00e+05 wall_t:7392 t:56250 epi:nan +opt_step:168564 lr:0.0003 alpha:0.02514 +2026-02-12 20:45:03 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train] +total_reward:11241.00 total_reward_ma:7793.03 loss:-11.87 fps:121.8 +frame:9.10e+05 wall_t:7473 t:56875 epi:nan +opt_step:170439 lr:0.0003 alpha:0.02504 +2026-02-12 20:46:25 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train] +total_reward:11333.00 total_reward_ma:7831.50 loss:-11.68 fps:121.8 +frame:9.20e+05 wall_t:7555 t:57500 epi:nan +opt_step:172314 lr:0.0003 alpha:0.02533 +2026-02-12 20:47:46 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train] +total_reward:11175.00 total_reward_ma:7867.46 loss:-11.96 fps:121.8 +frame:9.30e+05 wall_t:7637 t:58125 epi:nan +opt_step:174189 lr:0.0003 alpha:0.02635 +2026-02-12 20:49:07 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train] +total_reward:11073.00 total_reward_ma:7901.56 loss:-11.92 fps:121.8 +frame:9.40e+05 wall_t:7717 t:58750 epi:nan +opt_step:176064 lr:0.0003 alpha:0.02653 +2026-02-12 20:50:28 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train] +total_reward:10589.00 total_reward_ma:7929.85 loss:-11.94 fps:121.8 +frame:9.50e+05 wall_t:7799 t:59375 epi:nan +opt_step:177939 lr:0.0003 alpha:0.02693 +2026-02-12 20:51:51 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train] +total_reward:10295.00 total_reward_ma:7954.48 loss:-12.12 fps:121.8 +frame:9.60e+05 wall_t:7881 t:60000 epi:nan +opt_step:179814 lr:0.0003 alpha:0.0276 +2026-02-12 20:53:13 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train] +total_reward:9846.00 total_reward_ma:7973.98 loss:-12.27 fps:121.8 +frame:9.70e+05 wall_t:7964 t:60625 epi:nan +opt_step:181689 lr:0.0003 alpha:0.02742 +2026-02-12 20:54:34 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train] +total_reward:9762.00 total_reward_ma:7992.23 loss:-12.42 fps:121.8 +frame:9.80e+05 wall_t:8045 t:61250 epi:nan +opt_step:183564 lr:0.0003 alpha:0.02846 +2026-02-12 20:55:56 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train] +total_reward:9530.00 total_reward_ma:8007.76 loss:-12.41 fps:121.8 +frame:9.90e+05 wall_t:8127 t:61875 epi:nan +opt_step:185439 lr:0.0003 alpha:0.02827 +2026-02-12 20:57:18 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train] +total_reward:9395.00 total_reward_ma:8021.63 loss:-12.56 fps:121.8 +frame:1.00e+06 wall_t:8208 t:62500 epi:nan +opt_step:187314 lr:0.0003 alpha:0.02869 +2026-02-12 20:58:39 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train] +total_reward:9393.00 total_reward_ma:8114.31 loss:-12.52 fps:121.8 +frame:1.01e+06 wall_t:8290 t:63125 epi:nan +opt_step:189189 lr:0.0003 alpha:0.02917 +2026-02-12 21:00:01 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train] +total_reward:9293.00 total_reward_ma:8202.42 loss:-12.6 fps:121.8 +frame:1.02e+06 wall_t:8371 t:63750 epi:nan +opt_step:191064 lr:0.0003 alpha:0.02876 +2026-02-12 21:01:22 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train] +total_reward:9356.00 total_reward_ma:8290.98 loss:-12.11 fps:121.9 +frame:1.03e+06 wall_t:8453 t:64375 epi:nan +opt_step:192939 lr:0.0003 alpha:0.02922 +2026-02-12 21:02:45 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train] +total_reward:9141.00 total_reward_ma:8377.33 loss:-12.64 fps:121.9 +frame:1.04e+06 wall_t:8535 t:65000 epi:nan +opt_step:194814 lr:0.0003 alpha:0.02822 +2026-02-12 21:04:06 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train] +total_reward:9085.00 total_reward_ma:8463.12 loss:-12.49 fps:121.9 +frame:1.05e+06 wall_t:8617 t:65625 epi:nan +opt_step:196689 lr:0.0003 alpha:0.02801 +2026-02-12 21:05:28 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train] +total_reward:8969.00 total_reward_ma:8547.90 loss:-12.87 fps:121.9 +frame:1.06e+06 wall_t:8698 t:66250 epi:nan +opt_step:198564 lr:0.0003 alpha:0.0286 +2026-02-12 21:06:50 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train] +total_reward:9100.00 total_reward_ma:8633.80 loss:-12.54 fps:121.9 +frame:1.07e+06 wall_t:8780 t:66875 epi:nan +opt_step:200439 lr:0.0003 alpha:0.0287 +2026-02-12 21:08:12 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train] +total_reward:9151.00 total_reward_ma:8720.11 loss:-12.9 fps:121.9 +frame:1.08e+06 wall_t:8862 t:67500 epi:nan +opt_step:202314 lr:0.0003 alpha:0.02997 +2026-02-12 21:09:34 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train] +total_reward:9165.00 total_reward_ma:8806.56 loss:-12.94 fps:121.9 +frame:1.09e+06 wall_t:8944 t:68125 epi:nan +opt_step:204189 lr:0.0003 alpha:0.02911 +2026-02-12 21:10:57 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train] +total_reward:9073.00 total_reward_ma:8891.89 loss:-12.71 fps:121.9 +frame:1.10e+06 wall_t:9027 t:68750 epi:nan +opt_step:206064 lr:0.0003 alpha:0.02887 +2026-02-12 21:12:19 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train] +total_reward:9011.00 total_reward_ma:8976.22 loss:-13 fps:121.8 +frame:1.11e+06 wall_t:9110 t:69375 epi:nan +opt_step:207939 lr:0.0003 alpha:0.02891 +2026-02-12 21:13:41 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train] +total_reward:9051.00 total_reward_ma:9060.26 loss:-13.12 fps:121.8 +frame:1.12e+06 wall_t:9192 t:70000 epi:nan +opt_step:209814 lr:0.0003 alpha:0.02837 +2026-02-12 21:15:03 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train] +total_reward:9123.00 total_reward_ma:9144.85 loss:-12.88 fps:121.8 +frame:1.13e+06 wall_t:9274 t:70625 epi:nan +opt_step:211689 lr:0.0003 alpha:0.02802 +2026-02-12 21:16:24 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train] +total_reward:9143.00 total_reward_ma:9228.77 loss:-12.84 fps:121.9 +frame:1.14e+06 wall_t:9355 t:71250 epi:nan +opt_step:213564 lr:0.0003 alpha:0.02837 +2026-02-12 21:17:45 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train] +total_reward:9482.00 total_reward_ma:9315.41 loss:-13.27 fps:121.9 +frame:1.15e+06 wall_t:9436 t:71875 epi:nan +opt_step:215439 lr:0.0003 alpha:0.02808 +2026-02-12 21:19:06 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train] +total_reward:9309.00 total_reward_ma:9399.28 loss:-13.03 fps:121.9 +frame:1.16e+06 wall_t:9517 t:72500 epi:nan +opt_step:217314 lr:0.0003 alpha:0.02757 +2026-02-12 21:20:29 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train] +total_reward:9355.00 total_reward_ma:9483.12 loss:-13.11 fps:121.9 +frame:1.17e+06 wall_t:9599 t:73125 epi:nan +opt_step:219189 lr:0.0003 alpha:0.02741 +2026-02-12 21:21:49 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train] +total_reward:9341.00 total_reward_ma:9566.58 loss:-13.31 fps:121.9 +frame:1.18e+06 wall_t:9680 t:73750 epi:nan +opt_step:221064 lr:0.0003 alpha:0.02728 +2026-02-12 21:23:11 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train] +total_reward:9505.00 total_reward_ma:9651.32 loss:-13.17 fps:121.9 +frame:1.19e+06 wall_t:9762 t:74375 epi:nan +opt_step:222939 lr:0.0003 alpha:0.02741 +2026-02-12 21:24:33 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train] +total_reward:9515.00 total_reward_ma:9736.13 loss:-13.1 fps:121.9 +frame:1.20e+06 wall_t:9843 t:75000 epi:nan +opt_step:224814 lr:0.0003 alpha:0.0279 +2026-02-12 21:25:55 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train] +total_reward:9581.00 total_reward_ma:9820.09 loss:-13.2 fps:121.9 +frame:1.21e+06 wall_t:9925 t:75625 epi:nan +opt_step:226689 lr:0.0003 alpha:0.02769 +2026-02-12 21:27:16 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train] +total_reward:9488.00 total_reward_ma:9902.60 loss:-13.36 fps:121.9 +frame:1.22e+06 wall_t:10006 t:76250 epi:nan +opt_step:228564 lr:0.0003 alpha:0.02803 +2026-02-12 21:28:38 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train] +total_reward:9648.00 total_reward_ma:9982.80 loss:-13.28 fps:121.9 +frame:1.23e+06 wall_t:10089 t:76875 epi:nan +opt_step:230439 lr:0.0003 alpha:0.028 +2026-02-12 21:30:00 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train] +total_reward:9623.00 total_reward_ma:10060.98 loss:-13.38 fps:121.9 +frame:1.24e+06 wall_t:10170 t:77500 epi:nan +opt_step:232314 lr:0.0003 alpha:0.02847 +2026-02-12 21:31:21 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train] +total_reward:9671.00 total_reward_ma:10134.67 loss:-13.48 fps:121.9 +frame:1.25e+06 wall_t:10252 t:78125 epi:nan +opt_step:234189 lr:0.0003 alpha:0.02827 +2026-02-12 21:32:43 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train] +total_reward:9900.00 total_reward_ma:10205.75 loss:-13.25 fps:121.9 +frame:1.26e+06 wall_t:10333 t:78750 epi:nan +opt_step:236064 lr:0.0003 alpha:0.02755 +2026-02-12 21:34:05 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train] +total_reward:9848.00 total_reward_ma:10273.25 loss:-13.51 fps:121.9 +frame:1.27e+06 wall_t:10415 t:79375 epi:nan +opt_step:237939 lr:0.0003 alpha:0.02715 +2026-02-12 21:35:27 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train] +total_reward:9898.00 total_reward_ma:10336.90 loss:-13.42 fps:121.9 +frame:1.28e+06 wall_t:10497 t:80000 epi:nan +opt_step:239814 lr:0.0003 alpha:0.02734 +2026-02-12 21:36:48 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train] +total_reward:9966.00 total_reward_ma:10398.67 loss:-13.51 fps:121.9 +frame:1.29e+06 wall_t:10579 t:80625 epi:nan +opt_step:241689 lr:0.0003 alpha:0.02831 +2026-02-12 21:38:10 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train] +total_reward:10083.00 total_reward_ma:10457.43 loss:-13.26 fps:121.9 +frame:1.30e+06 wall_t:10661 t:81250 epi:nan +opt_step:243564 lr:0.0003 alpha:0.02745 +2026-02-12 21:39:32 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train] +total_reward:9926.00 total_reward_ma:10505.51 loss:-13.43 fps:122 +frame:1.31e+06 wall_t:10742 t:81875 epi:nan +opt_step:245439 lr:0.0003 alpha:0.02802 +2026-02-12 21:40:53 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train] +total_reward:9846.00 total_reward_ma:10549.50 loss:-13.19 fps:122 +frame:1.32e+06 wall_t:10824 t:82500 epi:nan +opt_step:247314 lr:0.0003 alpha:0.02762 +2026-02-12 21:42:14 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train] +total_reward:9864.00 total_reward_ma:10589.31 loss:-13.69 fps:122 +frame:1.33e+06 wall_t:10904 t:83125 epi:nan +opt_step:249189 lr:0.0003 alpha:0.02723 +2026-02-12 21:43:36 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train] +total_reward:9804.00 total_reward_ma:10623.20 loss:-13.55 fps:122 +frame:1.34e+06 wall_t:10987 t:83750 epi:nan +opt_step:251064 lr:0.0003 alpha:0.02875 +2026-02-12 21:44:57 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train] +total_reward:9805.00 total_reward_ma:10650.91 loss:-13.37 fps:122 +frame:1.35e+06 wall_t:11068 t:84375 epi:nan +opt_step:252939 lr:0.0003 alpha:0.02795 +2026-02-12 21:46:19 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train] +total_reward:9692.00 total_reward_ma:10673.73 loss:-13.4 fps:122 +frame:1.36e+06 wall_t:11150 t:85000 epi:nan +opt_step:254814 lr:0.0003 alpha:0.02861 +2026-02-12 21:47:41 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train] +total_reward:9464.00 total_reward_ma:10689.39 loss:-13.96 fps:122 +frame:1.37e+06 wall_t:11231 t:85625 epi:nan +opt_step:256689 lr:0.0003 alpha:0.02888 +2026-02-12 21:49:03 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train] +total_reward:9441.00 total_reward_ma:10697.69 loss:-13.81 fps:122 +frame:1.38e+06 wall_t:11314 t:86250 epi:nan +opt_step:258564 lr:0.0003 alpha:0.02851 +2026-02-12 21:50:23 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train] +total_reward:9459.00 total_reward_ma:10701.84 loss:-13.73 fps:122 +frame:1.39e+06 wall_t:11394 t:86875 epi:nan +opt_step:260439 lr:0.0003 alpha:0.02831 +2026-02-12 21:51:46 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train] +total_reward:9445.00 total_reward_ma:10700.02 loss:-14.02 fps:122 +frame:1.40e+06 wall_t:11476 t:87500 epi:nan +opt_step:262314 lr:0.0003 alpha:0.02852 +2026-02-12 21:53:07 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train] +total_reward:9370.00 total_reward_ma:10691.34 loss:-13.46 fps:122 +frame:1.41e+06 wall_t:11558 t:88125 epi:nan +opt_step:264189 lr:0.0003 alpha:0.02878 +2026-02-12 21:54:29 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train] +total_reward:9264.00 total_reward_ma:10676.45 loss:-14.05 fps:122 +frame:1.42e+06 wall_t:11639 t:88750 epi:nan +opt_step:266064 lr:0.0003 alpha:0.02941 +2026-02-12 21:55:50 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train] +total_reward:9197.00 total_reward_ma:10658.77 loss:-14.21 fps:122 +frame:1.43e+06 wall_t:11721 t:89375 epi:nan +opt_step:267939 lr:0.0003 alpha:0.02858 +2026-02-12 21:57:12 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train] +total_reward:8748.00 total_reward_ma:10635.17 loss:-13.62 fps:122 +frame:1.44e+06 wall_t:11802 t:90000 epi:nan +opt_step:269814 lr:0.0003 alpha:0.02898 +2026-02-12 21:58:32 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train] +total_reward:8665.00 total_reward_ma:10610.33 loss:-14.5 fps:122 +frame:1.45e+06 wall_t:11883 t:90625 epi:nan +opt_step:271689 lr:0.0003 alpha:0.02775 +2026-02-12 21:59:54 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train] +total_reward:8659.00 total_reward_ma:10585.60 loss:-14.14 fps:122 +frame:1.46e+06 wall_t:11964 t:91250 epi:nan +opt_step:273564 lr:0.0003 alpha:0.02784 +2026-02-12 22:01:15 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train] +total_reward:8492.00 total_reward_ma:10558.16 loss:-13.97 fps:122 +frame:1.47e+06 wall_t:12046 t:91875 epi:nan +opt_step:275439 lr:0.0003 alpha:0.02742 +2026-02-12 22:02:36 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train] +total_reward:8495.00 total_reward_ma:10529.02 loss:-14.11 fps:122 +frame:1.48e+06 wall_t:12127 t:92500 epi:nan +opt_step:277314 lr:0.0003 alpha:0.02781 +2026-02-12 22:03:58 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train] +total_reward:8370.00 total_reward_ma:10498.43 loss:-14.18 fps:122 +frame:1.49e+06 wall_t:12209 t:93125 epi:nan +opt_step:279189 lr:0.0003 alpha:0.02766 +2026-02-12 22:05:20 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train] +total_reward:8313.00 total_reward_ma:10464.86 loss:-14.29 fps:122.1 +frame:1.50e+06 wall_t:12290 t:93750 epi:nan +opt_step:281064 lr:0.0003 alpha:0.02747 +2026-02-12 22:06:41 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train] +total_reward:8315.00 total_reward_ma:10429.95 loss:-14.05 fps:122 +frame:1.51e+06 wall_t:12372 t:94375 epi:nan +opt_step:282939 lr:0.0003 alpha:0.02719 +2026-02-12 22:08:03 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train] +total_reward:8250.00 total_reward_ma:10393.79 loss:-14.05 fps:122.1 +frame:1.52e+06 wall_t:12453 t:95000 epi:nan +opt_step:284814 lr:0.0003 alpha:0.02785 +2026-02-12 22:09:24 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train] +total_reward:8209.00 total_reward_ma:10357.51 loss:-14.03 fps:122.1 +frame:1.53e+06 wall_t:12535 t:95625 epi:nan +opt_step:286689 lr:0.0003 alpha:0.02819 +2026-02-12 22:10:46 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train] +total_reward:8288.00 total_reward_ma:10321.15 loss:-14.19 fps:122.1 +frame:1.54e+06 wall_t:12617 t:96250 epi:nan +opt_step:288564 lr:0.0003 alpha:0.02844 +2026-02-12 22:12:08 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train] +total_reward:8023.00 total_reward_ma:10279.88 loss:-14.11 fps:122.1 +frame:1.55e+06 wall_t:12699 t:96875 epi:nan +opt_step:290439 lr:0.0003 alpha:0.02913 +2026-02-12 22:13:30 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train] +total_reward:7969.00 total_reward_ma:10239.70 loss:-14.16 fps:122.1 +frame:1.56e+06 wall_t:12781 t:97500 epi:nan +opt_step:292314 lr:0.0003 alpha:0.02888 +2026-02-12 22:14:52 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train] +total_reward:7867.00 total_reward_ma:10198.30 loss:-14.68 fps:122.1 +frame:1.57e+06 wall_t:12862 t:98125 epi:nan +opt_step:294189 lr:0.0003 alpha:0.02885 +2026-02-12 22:16:12 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train] +total_reward:7574.00 total_reward_ma:10154.41 loss:-14.77 fps:122.1 +frame:1.58e+06 wall_t:12943 t:98750 epi:nan +opt_step:296064 lr:0.0003 alpha:0.03007 +2026-02-12 22:17:33 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train] +total_reward:7389.00 total_reward_ma:10107.31 loss:-14.83 fps:122.1 +frame:1.59e+06 wall_t:13024 t:99375 epi:nan +opt_step:297939 lr:0.0003 alpha:0.03047 +2026-02-12 22:18:55 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train] +total_reward:7319.00 total_reward_ma:10060.69 loss:-14.61 fps:122.1 +frame:1.60e+06 wall_t:13106 t:100000 epi:nan +opt_step:299814 lr:0.0003 alpha:0.02908 +2026-02-12 22:20:17 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train] +total_reward:7452.00 total_reward_ma:10017.17 loss:-15.4 fps:122.1 +frame:1.61e+06 wall_t:13188 t:100625 epi:nan +opt_step:301689 lr:0.0003 alpha:0.0294 +2026-02-12 22:21:38 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train] +total_reward:7235.00 total_reward_ma:9972.45 loss:-15.36 fps:122.1 +frame:1.62e+06 wall_t:13269 t:101250 epi:nan +opt_step:303564 lr:0.0003 alpha:0.02821 +2026-02-12 22:23:00 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train] +total_reward:7103.00 total_reward_ma:9925.89 loss:-15.38 fps:122.1 +frame:1.63e+06 wall_t:13351 t:101875 epi:nan +opt_step:305439 lr:0.0003 alpha:0.02776 +2026-02-12 22:24:22 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train] +total_reward:7092.00 total_reward_ma:9877.71 loss:-15.8 fps:122.1 +frame:1.64e+06 wall_t:13432 t:102500 epi:nan +opt_step:307314 lr:0.0003 alpha:0.02718 +2026-02-12 22:25:43 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train] +total_reward:7112.00 total_reward_ma:9828.84 loss:-15.14 fps:122.1 +frame:1.65e+06 wall_t:13514 t:103125 epi:nan +opt_step:309189 lr:0.0003 alpha:0.02729 +2026-02-12 22:27:05 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train] +total_reward:7178.00 total_reward_ma:9780.53 loss:-15.49 fps:122.1 +frame:1.66e+06 wall_t:13596 t:103750 epi:nan +opt_step:311064 lr:0.0003 alpha:0.02708 +2026-02-12 22:28:28 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train] +total_reward:7311.00 total_reward_ma:9731.34 loss:-14.02 fps:122.1 +frame:1.67e+06 wall_t:13678 t:104375 epi:nan +opt_step:312939 lr:0.0003 alpha:0.02653 +2026-02-12 22:29:49 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train] +total_reward:7467.00 total_reward_ma:9682.32 loss:-14.92 fps:122.1 +frame:1.68e+06 wall_t:13760 t:105000 epi:nan +opt_step:314814 lr:0.0003 alpha:0.02612 +2026-02-12 22:31:11 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train] +total_reward:7534.00 total_reward_ma:9635.18 loss:-15.09 fps:122.1 +frame:1.69e+06 wall_t:13842 t:105625 epi:nan +opt_step:316689 lr:0.0003 alpha:0.02567 +2026-02-12 22:32:32 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train] +total_reward:7609.00 total_reward_ma:9587.87 loss:-14.77 fps:122.1 +frame:1.70e+06 wall_t:13923 t:106250 epi:nan +opt_step:318564 lr:0.0003 alpha:0.0255 +2026-02-12 22:33:53 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train] +total_reward:7682.00 total_reward_ma:9541.73 loss:-14.76 fps:122.1 +frame:1.71e+06 wall_t:14004 t:106875 epi:nan +opt_step:320439 lr:0.0003 alpha:0.02575 +2026-02-12 22:35:14 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train] +total_reward:7965.00 total_reward_ma:9498.16 loss:-15.47 fps:122.1 +frame:1.72e+06 wall_t:14085 t:107500 epi:nan +opt_step:322314 lr:0.0003 alpha:0.02499 +2026-02-12 22:36:38 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train] +total_reward:8004.00 total_reward_ma:9457.03 loss:-15.04 fps:122.1 +frame:1.73e+06 wall_t:14168 t:108125 epi:nan +opt_step:324189 lr:0.0003 alpha:0.02464 +2026-02-12 22:37:59 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train] +total_reward:8095.00 total_reward_ma:9417.02 loss:-14.96 fps:122.1 +frame:1.74e+06 wall_t:14250 t:108750 epi:nan +opt_step:326064 lr:0.0003 alpha:0.02491 +2026-02-12 22:39:20 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train] +total_reward:8409.00 total_reward_ma:9380.81 loss:-14.63 fps:122.1 +frame:1.75e+06 wall_t:14331 t:109375 epi:nan +opt_step:327939 lr:0.0003 alpha:0.02448 +2026-02-12 22:40:43 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train] +total_reward:8598.00 total_reward_ma:9347.73 loss:-14.71 fps:122.1 +frame:1.76e+06 wall_t:14413 t:110000 epi:nan +opt_step:329814 lr:0.0003 alpha:0.02489 +2026-02-12 22:42:03 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train] +total_reward:8625.00 total_reward_ma:9313.96 loss:-14.24 fps:122.1 +frame:1.77e+06 wall_t:14494 t:110625 epi:nan +opt_step:331689 lr:0.0003 alpha:0.02418 +2026-02-12 22:43:25 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train] +total_reward:8830.00 total_reward_ma:9282.11 loss:-14.72 fps:122.1 +frame:1.78e+06 wall_t:14576 t:111250 epi:nan +opt_step:333564 lr:0.0003 alpha:0.02375 +2026-02-12 22:44:47 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train] +total_reward:8978.00 total_reward_ma:9253.19 loss:-13.99 fps:122.1 +frame:1.79e+06 wall_t:14657 t:111875 epi:nan +opt_step:335439 lr:0.0003 alpha:0.02353 +2026-02-12 22:46:08 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train] +total_reward:9220.00 total_reward_ma:9226.11 loss:-13.71 fps:122.1 +frame:1.80e+06 wall_t:14739 t:112500 epi:nan +opt_step:337314 lr:0.0003 alpha:0.02361 +2026-02-12 22:47:29 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train] +total_reward:9413.00 total_reward_ma:9201.54 loss:-14.77 fps:122.1 +frame:1.81e+06 wall_t:14820 t:113125 epi:nan +opt_step:339189 lr:0.0003 alpha:0.02283 +2026-02-12 22:48:50 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train] +total_reward:9789.00 total_reward_ma:9182.09 loss:-13.8 fps:122.1 +frame:1.82e+06 wall_t:14901 t:113750 epi:nan +opt_step:341064 lr:0.0003 alpha:0.02204 +2026-02-12 22:50:12 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train] +total_reward:9955.00 total_reward_ma:9167.25 loss:-14.58 fps:122.1 +frame:1.83e+06 wall_t:14983 t:114375 epi:nan +opt_step:342939 lr:0.0003 alpha:0.02245 +2026-02-12 22:51:34 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train] +total_reward:10123.00 total_reward_ma:9154.09 loss:-13.29 fps:122.1 +frame:1.84e+06 wall_t:15064 t:115000 epi:nan +opt_step:344814 lr:0.0003 alpha:0.02195 +2026-02-12 22:52:55 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train] +total_reward:10212.00 total_reward_ma:9143.23 loss:-13.82 fps:122.1 +frame:1.85e+06 wall_t:15146 t:115625 epi:nan +opt_step:346689 lr:0.0003 alpha:0.02254 +2026-02-12 22:54:17 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train] +total_reward:10701.00 total_reward_ma:9137.13 loss:-13.19 fps:122.1 +frame:1.86e+06 wall_t:15228 t:116250 epi:nan +opt_step:348564 lr:0.0003 alpha:0.02199 +2026-02-12 22:55:39 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train] +total_reward:10666.00 total_reward_ma:9130.17 loss:-13.23 fps:122.1 +frame:1.87e+06 wall_t:15310 t:116875 epi:nan +opt_step:350439 lr:0.0003 alpha:0.02197 +2026-02-12 22:57:00 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train] +total_reward:10771.00 total_reward_ma:9122.25 loss:-13.6 fps:122.1 +frame:1.88e+06 wall_t:15391 t:117500 epi:nan +opt_step:352314 lr:0.0003 alpha:0.02219 +2026-02-12 22:58:22 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train] +total_reward:10788.00 total_reward_ma:9114.73 loss:-13.02 fps:122.2 +frame:1.89e+06 wall_t:15472 t:118125 epi:nan +opt_step:354189 lr:0.0003 alpha:0.02124 +2026-02-12 22:59:43 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train] +total_reward:10979.00 total_reward_ma:9109.24 loss:-13.14 fps:122.2 +frame:1.90e+06 wall_t:15554 t:118750 epi:nan +opt_step:356064 lr:0.0003 alpha:0.0216 +2026-02-12 23:01:05 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train] +total_reward:10998.00 total_reward_ma:9106.81 loss:-12.57 fps:122.2 +frame:1.91e+06 wall_t:15636 t:119375 epi:nan +opt_step:357939 lr:0.0003 alpha:0.02046 +2026-02-12 23:02:26 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train] +total_reward:11252.00 total_reward_ma:9106.00 loss:-13.06 fps:122.2 +frame:1.92e+06 wall_t:15717 t:120000 epi:nan +opt_step:359814 lr:0.0003 alpha:0.02064 +2026-02-12 23:03:47 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train] +total_reward:11238.00 total_reward_ma:9106.63 loss:-12.58 fps:122.2 +frame:1.93e+06 wall_t:15797 t:120625 epi:nan +opt_step:361689 lr:0.0003 alpha:0.0206 +2026-02-12 23:05:09 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train] +total_reward:11293.00 total_reward_ma:9108.83 loss:-12.14 fps:122.2 +frame:1.94e+06 wall_t:15879 t:121250 epi:nan +opt_step:363564 lr:0.0003 alpha:0.02073 +2026-02-12 23:06:30 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train] +total_reward:11229.00 total_reward_ma:9115.23 loss:-12.51 fps:122.2 +frame:1.95e+06 wall_t:15960 t:121875 epi:nan +opt_step:365439 lr:0.0003 alpha:0.02083 +2026-02-12 23:07:52 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train] +total_reward:11375.00 total_reward_ma:9126.03 loss:-12.38 fps:122.2 +frame:1.96e+06 wall_t:16042 t:122500 epi:nan +opt_step:367314 lr:0.0003 alpha:0.02101 +2026-02-12 23:09:13 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train] +total_reward:11253.00 total_reward_ma:9140.10 loss:-11.92 fps:122.2 +frame:1.97e+06 wall_t:16124 t:123125 epi:nan +opt_step:369189 lr:0.0003 alpha:0.02064 +2026-02-12 23:10:36 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train] +total_reward:11459.00 total_reward_ma:9157.07 loss:-12.25 fps:122.2 +frame:1.98e+06 wall_t:16206 t:123750 epi:nan +opt_step:371064 lr:0.0003 alpha:0.02039 +2026-02-12 23:11:55 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train] +total_reward:11574.00 total_reward_ma:9177.51 loss:-12.12 fps:122.2 +frame:1.99e+06 wall_t:16285 t:124375 epi:nan +opt_step:372939 lr:0.0003 alpha:0.02128 +2026-02-12 23:13:08 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_kungfumaster_t0_s1 [train] +total_reward:11556.00 total_reward_ma:9199.12 loss:-12.12 fps:122.3 +frame:2.00e+06 wall_t:16359 t:125000 epi:nan +opt_step:374814 lr:0.0003 alpha:0.02081 +2026-02-12 23:13:09 | INFO | PID:1339 | slm_lab.lib.logger:info | Session 1 done diff --git a/data/sac_atari_kungfumaster_2026_02_12_184021/log/sac_atari_kungfumaster_t0_s2.log b/data/sac_atari_kungfumaster_2026_02_12_184021/log/sac_atari_kungfumaster_t0_s2.log new file mode 100644 index 0000000000000000000000000000000000000000..ab3bf3c322b5a59a36977b5684ff097e58dd729c --- /dev/null +++ b/data/sac_atari_kungfumaster_2026_02_12_184021/log/sac_atari_kungfumaster_t0_s2.log @@ -0,0 +1,802 @@ +2026-02-12 18:40:26 | INFO | PID:1340 | slm_lab.env:_make_vector_env | AtariVectorEnv: 16 envs, native preprocessing +2026-02-12 18:42:29 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train] +total_reward:0.00 total_reward_ma:0.00 loss:-18.31 fps:84.03 +frame:1.00e+04 wall_t:119 t:625 epi:nan +opt_step:1689 lr:0.0003 alpha:0.6311 +2026-02-12 18:43:50 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train] +total_reward:606.25 total_reward_ma:303.12 loss:-27.13 fps:100 +frame:2.00e+04 wall_t:200 t:1250 epi:nan +opt_step:3564 lr:0.0003 alpha:0.4036 +2026-02-12 18:45:12 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train] +total_reward:478.26 total_reward_ma:361.50 loss:-31.32 fps:106.4 +frame:3.00e+04 wall_t:282 t:1875 epi:nan +opt_step:5439 lr:0.0003 alpha:0.2643 +2026-02-12 18:46:35 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train] +total_reward:475.00 total_reward_ma:389.88 loss:-33.25 fps:109.6 +frame:4.00e+04 wall_t:365 t:2500 epi:nan +opt_step:7314 lr:0.0003 alpha:0.1746 +2026-02-12 18:47:56 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train] +total_reward:476.60 total_reward_ma:407.22 loss:-33.23 fps:111.9 +frame:5.00e+04 wall_t:447 t:3125 epi:nan +opt_step:9189 lr:0.0003 alpha:0.1157 +2026-02-12 18:49:18 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train] +total_reward:457.41 total_reward_ma:415.59 loss:-32.02 fps:113.6 +frame:6.00e+04 wall_t:528 t:3750 epi:nan +opt_step:11064 lr:0.0003 alpha:0.0769 +2026-02-12 18:50:39 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train] +total_reward:509.09 total_reward_ma:428.94 loss:-30 fps:114.9 +frame:7.00e+04 wall_t:609 t:4375 epi:nan +opt_step:12939 lr:0.0003 alpha:0.05123 +2026-02-12 18:52:01 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train] +total_reward:535.90 total_reward_ma:442.31 loss:-28.14 fps:115.8 +frame:8.00e+04 wall_t:691 t:5000 epi:nan +opt_step:14814 lr:0.0003 alpha:0.03425 +2026-02-12 18:53:23 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train] +total_reward:535.29 total_reward_ma:452.64 loss:-26.62 fps:116.4 +frame:9.00e+04 wall_t:773 t:5625 epi:nan +opt_step:16689 lr:0.0003 alpha:0.02298 +2026-02-12 18:54:44 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train] +total_reward:547.92 total_reward_ma:462.17 loss:-24.81 fps:117.1 +frame:1.00e+05 wall_t:854 t:6250 epi:nan +opt_step:18564 lr:0.0003 alpha:0.01552 +2026-02-12 18:56:06 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train] +total_reward:590.00 total_reward_ma:473.79 loss:-22.66 fps:117.5 +frame:1.10e+05 wall_t:936 t:6875 epi:nan +opt_step:20439 lr:0.0003 alpha:0.01062 +2026-02-12 18:57:27 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train] +total_reward:610.00 total_reward_ma:485.14 loss:-20.88 fps:118 +frame:1.20e+05 wall_t:1017 t:7500 epi:nan +opt_step:22314 lr:0.0003 alpha:0.007366 +2026-02-12 18:58:48 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train] +total_reward:729.00 total_reward_ma:503.90 loss:-18.82 fps:118.4 +frame:1.30e+05 wall_t:1098 t:8125 epi:nan +opt_step:24189 lr:0.0003 alpha:0.006738 +2026-02-12 19:00:09 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train] +total_reward:843.00 total_reward_ma:528.12 loss:-17.76 fps:118.6 +frame:1.40e+05 wall_t:1180 t:8750 epi:nan +opt_step:26064 lr:0.0003 alpha:0.006738 +2026-02-12 19:01:31 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train] +total_reward:931.00 total_reward_ma:554.98 loss:-16.34 fps:119 +frame:1.50e+05 wall_t:1261 t:9375 epi:nan +opt_step:27939 lr:0.0003 alpha:0.006738 +2026-02-12 19:02:53 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train] +total_reward:1041.00 total_reward_ma:585.36 loss:-15.09 fps:119.1 +frame:1.60e+05 wall_t:1343 t:10000 epi:nan +opt_step:29814 lr:0.0003 alpha:0.006738 +2026-02-12 19:04:15 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train] +total_reward:1122.00 total_reward_ma:616.92 loss:-13.81 fps:119.3 +frame:1.70e+05 wall_t:1425 t:10625 epi:nan +opt_step:31689 lr:0.0003 alpha:0.006738 +2026-02-12 19:05:37 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train] +total_reward:1252.00 total_reward_ma:652.21 loss:-12.58 fps:119.4 +frame:1.80e+05 wall_t:1507 t:11250 epi:nan +opt_step:33564 lr:0.0003 alpha:0.006738 +2026-02-12 19:06:59 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train] +total_reward:1308.00 total_reward_ma:686.72 loss:-11.72 fps:119.5 +frame:1.90e+05 wall_t:1590 t:11875 epi:nan +opt_step:35439 lr:0.0003 alpha:0.006738 +2026-02-12 19:08:21 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train] +total_reward:1442.00 total_reward_ma:724.49 loss:-10.84 fps:119.6 +frame:2.00e+05 wall_t:1672 t:12500 epi:nan +opt_step:37314 lr:0.0003 alpha:0.006738 +2026-02-12 19:09:43 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train] +total_reward:1533.00 total_reward_ma:762.99 loss:-9.856 fps:119.7 +frame:2.10e+05 wall_t:1754 t:13125 epi:nan +opt_step:39189 lr:0.0003 alpha:0.006738 +2026-02-12 19:11:05 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train] +total_reward:1578.00 total_reward_ma:800.03 loss:-9.244 fps:119.9 +frame:2.20e+05 wall_t:1835 t:13750 epi:nan +opt_step:41064 lr:0.0003 alpha:0.00681 +2026-02-12 19:12:26 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train] +total_reward:1671.00 total_reward_ma:837.90 loss:-8.269 fps:120 +frame:2.30e+05 wall_t:1917 t:14375 epi:nan +opt_step:42939 lr:0.0003 alpha:0.008021 +2026-02-12 19:13:48 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train] +total_reward:1730.00 total_reward_ma:875.07 loss:-8.002 fps:120.1 +frame:2.40e+05 wall_t:1998 t:15000 epi:nan +opt_step:44814 lr:0.0003 alpha:0.01097 +2026-02-12 19:15:10 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train] +total_reward:1931.00 total_reward_ma:917.31 loss:-7.906 fps:120.1 +frame:2.50e+05 wall_t:2081 t:15625 epi:nan +opt_step:46689 lr:0.0003 alpha:0.01431 +2026-02-12 19:16:32 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train] +total_reward:2233.00 total_reward_ma:967.91 loss:-7.598 fps:120.3 +frame:2.60e+05 wall_t:2162 t:16250 epi:nan +opt_step:48564 lr:0.0003 alpha:0.01637 +2026-02-12 19:17:53 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train] +total_reward:2514.00 total_reward_ma:1025.17 loss:-7.139 fps:120.3 +frame:2.70e+05 wall_t:2244 t:16875 epi:nan +opt_step:50439 lr:0.0003 alpha:0.01745 +2026-02-12 19:19:15 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train] +total_reward:2860.00 total_reward_ma:1090.70 loss:-7.575 fps:120.4 +frame:2.80e+05 wall_t:2325 t:17500 epi:nan +opt_step:52314 lr:0.0003 alpha:0.01652 +2026-02-12 19:20:38 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train] +total_reward:3443.00 total_reward_ma:1171.82 loss:-7.375 fps:120.4 +frame:2.90e+05 wall_t:2408 t:18125 epi:nan +opt_step:54189 lr:0.0003 alpha:0.01573 +2026-02-12 19:22:00 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train] +total_reward:3782.00 total_reward_ma:1258.82 loss:-7.614 fps:120.4 +frame:3.00e+05 wall_t:2491 t:18750 epi:nan +opt_step:56064 lr:0.0003 alpha:0.01675 +2026-02-12 19:23:22 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train] +total_reward:4361.00 total_reward_ma:1358.89 loss:-7.84 fps:120.5 +frame:3.10e+05 wall_t:2573 t:19375 epi:nan +opt_step:57939 lr:0.0003 alpha:0.01796 +2026-02-12 19:24:43 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train] +total_reward:4808.00 total_reward_ma:1466.68 loss:-8.379 fps:120.6 +frame:3.20e+05 wall_t:2654 t:20000 epi:nan +opt_step:59814 lr:0.0003 alpha:0.01889 +2026-02-12 19:26:04 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train] +total_reward:5305.00 total_reward_ma:1582.99 loss:-8.097 fps:120.7 +frame:3.30e+05 wall_t:2735 t:20625 epi:nan +opt_step:61689 lr:0.0003 alpha:0.02001 +2026-02-12 19:27:25 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train] +total_reward:5919.00 total_reward_ma:1710.52 loss:-8.341 fps:120.7 +frame:3.40e+05 wall_t:2816 t:21250 epi:nan +opt_step:63564 lr:0.0003 alpha:0.02131 +2026-02-12 19:28:47 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train] +total_reward:6484.00 total_reward_ma:1846.91 loss:-8.719 fps:120.8 +frame:3.50e+05 wall_t:2898 t:21875 epi:nan +opt_step:65439 lr:0.0003 alpha:0.02242 +2026-02-12 19:30:08 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train] +total_reward:6820.00 total_reward_ma:1985.05 loss:-8.832 fps:120.8 +frame:3.60e+05 wall_t:2979 t:22500 epi:nan +opt_step:67314 lr:0.0003 alpha:0.02444 +2026-02-12 19:31:30 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train] +total_reward:7137.00 total_reward_ma:2124.29 loss:-8.706 fps:120.9 +frame:3.70e+05 wall_t:3061 t:23125 epi:nan +opt_step:69189 lr:0.0003 alpha:0.02477 +2026-02-12 19:32:51 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train] +total_reward:7523.00 total_reward_ma:2266.36 loss:-9.394 fps:120.9 +frame:3.80e+05 wall_t:3142 t:23750 epi:nan +opt_step:71064 lr:0.0003 alpha:0.02466 +2026-02-12 19:34:14 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train] +total_reward:8199.00 total_reward_ma:2418.48 loss:-9.306 fps:121 +frame:3.90e+05 wall_t:3224 t:24375 epi:nan +opt_step:72939 lr:0.0003 alpha:0.02281 +2026-02-12 19:35:35 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train] +total_reward:8694.00 total_reward_ma:2575.37 loss:-9.468 fps:121 +frame:4.00e+05 wall_t:3305 t:25000 epi:nan +opt_step:74814 lr:0.0003 alpha:0.02104 +2026-02-12 19:36:57 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train] +total_reward:9154.00 total_reward_ma:2735.82 loss:-9.85 fps:121.1 +frame:4.10e+05 wall_t:3387 t:25625 epi:nan +opt_step:76689 lr:0.0003 alpha:0.02186 +2026-02-12 19:38:18 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train] +total_reward:9787.00 total_reward_ma:2903.71 loss:-9.163 fps:121.1 +frame:4.20e+05 wall_t:3469 t:26250 epi:nan +opt_step:78564 lr:0.0003 alpha:0.01992 +2026-02-12 19:39:39 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train] +total_reward:10059.00 total_reward_ma:3070.11 loss:-9.656 fps:121.1 +frame:4.30e+05 wall_t:3550 t:26875 epi:nan +opt_step:80439 lr:0.0003 alpha:0.01988 +2026-02-12 19:41:01 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train] +total_reward:10414.00 total_reward_ma:3237.02 loss:-9.778 fps:121.2 +frame:4.40e+05 wall_t:3631 t:27500 epi:nan +opt_step:82314 lr:0.0003 alpha:0.01736 +2026-02-12 19:42:23 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train] +total_reward:11151.00 total_reward_ma:3412.88 loss:-9.605 fps:121.2 +frame:4.50e+05 wall_t:3714 t:28125 epi:nan +opt_step:84189 lr:0.0003 alpha:0.01775 +2026-02-12 19:43:45 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train] +total_reward:11448.00 total_reward_ma:3587.56 loss:-9.546 fps:121.2 +frame:4.60e+05 wall_t:3795 t:28750 epi:nan +opt_step:86064 lr:0.0003 alpha:0.0168 +2026-02-12 19:45:07 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train] +total_reward:11655.00 total_reward_ma:3759.21 loss:-9.829 fps:121.2 +frame:4.70e+05 wall_t:3878 t:29375 epi:nan +opt_step:87939 lr:0.0003 alpha:0.01636 +2026-02-12 19:46:29 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train] +total_reward:12032.00 total_reward_ma:3931.56 loss:-9.323 fps:121.2 +frame:4.80e+05 wall_t:3960 t:30000 epi:nan +opt_step:89814 lr:0.0003 alpha:0.01604 +2026-02-12 19:47:50 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train] +total_reward:12290.00 total_reward_ma:4102.14 loss:-9.551 fps:121.3 +frame:4.90e+05 wall_t:4041 t:30625 epi:nan +opt_step:91689 lr:0.0003 alpha:0.01716 +2026-02-12 19:49:12 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train] +total_reward:12605.00 total_reward_ma:4272.19 loss:-9.714 fps:121.3 +frame:5.00e+05 wall_t:4122 t:31250 epi:nan +opt_step:93564 lr:0.0003 alpha:0.01588 +2026-02-12 19:50:34 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train] +total_reward:12989.00 total_reward_ma:4443.11 loss:-9.793 fps:121.3 +frame:5.10e+05 wall_t:4204 t:31875 epi:nan +opt_step:95439 lr:0.0003 alpha:0.01556 +2026-02-12 19:51:58 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train] +total_reward:13344.00 total_reward_ma:4614.28 loss:-9.478 fps:121.3 +frame:5.20e+05 wall_t:4288 t:32500 epi:nan +opt_step:97314 lr:0.0003 alpha:0.016 +2026-02-12 19:53:19 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train] +total_reward:13390.00 total_reward_ma:4779.86 loss:-9.486 fps:121.3 +frame:5.30e+05 wall_t:4369 t:33125 epi:nan +opt_step:99189 lr:0.0003 alpha:0.01619 +2026-02-12 19:54:41 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train] +total_reward:13587.00 total_reward_ma:4942.96 loss:-9.858 fps:121.3 +frame:5.40e+05 wall_t:4451 t:33750 epi:nan +opt_step:101064 lr:0.0003 alpha:0.01601 +2026-02-12 19:56:03 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train] +total_reward:13673.00 total_reward_ma:5101.69 loss:-9.493 fps:121.3 +frame:5.50e+05 wall_t:4534 t:34375 epi:nan +opt_step:102939 lr:0.0003 alpha:0.01548 +2026-02-12 19:57:25 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train] +total_reward:13754.00 total_reward_ma:5256.19 loss:-9.322 fps:121.3 +frame:5.60e+05 wall_t:4615 t:35000 epi:nan +opt_step:104814 lr:0.0003 alpha:0.01592 +2026-02-12 19:58:46 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train] +total_reward:13762.00 total_reward_ma:5405.42 loss:-9.797 fps:121.4 +frame:5.70e+05 wall_t:4697 t:35625 epi:nan +opt_step:106689 lr:0.0003 alpha:0.01593 +2026-02-12 20:00:08 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train] +total_reward:13785.00 total_reward_ma:5549.89 loss:-9.142 fps:121.4 +frame:5.80e+05 wall_t:4779 t:36250 epi:nan +opt_step:108564 lr:0.0003 alpha:0.016 +2026-02-12 20:01:30 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train] +total_reward:13780.00 total_reward_ma:5689.38 loss:-9.321 fps:121.4 +frame:5.90e+05 wall_t:4861 t:36875 epi:nan +opt_step:110439 lr:0.0003 alpha:0.01649 +2026-02-12 20:02:53 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train] +total_reward:13792.00 total_reward_ma:5824.43 loss:-9.56 fps:121.4 +frame:6.00e+05 wall_t:4943 t:37500 epi:nan +opt_step:112314 lr:0.0003 alpha:0.01665 +2026-02-12 20:04:15 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train] +total_reward:13773.00 total_reward_ma:5954.73 loss:-9.055 fps:121.4 +frame:6.10e+05 wall_t:5025 t:38125 epi:nan +opt_step:114189 lr:0.0003 alpha:0.01678 +2026-02-12 20:05:36 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train] +total_reward:13661.00 total_reward_ma:6079.03 loss:-9.448 fps:121.4 +frame:6.20e+05 wall_t:5106 t:38750 epi:nan +opt_step:116064 lr:0.0003 alpha:0.01741 +2026-02-12 20:06:57 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train] +total_reward:13631.00 total_reward_ma:6198.90 loss:-8.91 fps:121.4 +frame:6.30e+05 wall_t:5188 t:39375 epi:nan +opt_step:117939 lr:0.0003 alpha:0.01909 +2026-02-12 20:08:19 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train] +total_reward:13754.00 total_reward_ma:6316.95 loss:-9.59 fps:121.4 +frame:6.40e+05 wall_t:5270 t:40000 epi:nan +opt_step:119814 lr:0.0003 alpha:0.01934 +2026-02-12 20:09:41 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train] +total_reward:13815.00 total_reward_ma:6432.30 loss:-9.075 fps:121.4 +frame:6.50e+05 wall_t:5352 t:40625 epi:nan +opt_step:121689 lr:0.0003 alpha:0.01922 +2026-02-12 20:11:03 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train] +total_reward:13597.00 total_reward_ma:6540.86 loss:-9.353 fps:121.5 +frame:6.60e+05 wall_t:5433 t:41250 epi:nan +opt_step:123564 lr:0.0003 alpha:0.01921 +2026-02-12 20:12:24 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train] +total_reward:13581.00 total_reward_ma:6645.94 loss:-9.194 fps:121.5 +frame:6.70e+05 wall_t:5515 t:41875 epi:nan +opt_step:125439 lr:0.0003 alpha:0.01869 +2026-02-12 20:13:46 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train] +total_reward:13549.00 total_reward_ma:6747.45 loss:-9.225 fps:121.5 +frame:6.80e+05 wall_t:5597 t:42500 epi:nan +opt_step:127314 lr:0.0003 alpha:0.01944 +2026-02-12 20:15:07 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train] +total_reward:13576.00 total_reward_ma:6846.42 loss:-9.574 fps:121.5 +frame:6.90e+05 wall_t:5678 t:43125 epi:nan +opt_step:129189 lr:0.0003 alpha:0.02003 +2026-02-12 20:16:29 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train] +total_reward:13415.00 total_reward_ma:6940.25 loss:-9.294 fps:121.5 +frame:7.00e+05 wall_t:5760 t:43750 epi:nan +opt_step:131064 lr:0.0003 alpha:0.02129 +2026-02-12 20:17:50 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train] +total_reward:13361.00 total_reward_ma:7030.69 loss:-9.595 fps:121.6 +frame:7.10e+05 wall_t:5841 t:44375 epi:nan +opt_step:132939 lr:0.0003 alpha:0.02161 +2026-02-12 20:19:12 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train] +total_reward:13400.00 total_reward_ma:7119.15 loss:-10.14 fps:121.6 +frame:7.20e+05 wall_t:5923 t:45000 epi:nan +opt_step:134814 lr:0.0003 alpha:0.02203 +2026-02-12 20:20:34 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train] +total_reward:13068.00 total_reward_ma:7200.64 loss:-9.944 fps:121.6 +frame:7.30e+05 wall_t:6005 t:45625 epi:nan +opt_step:136689 lr:0.0003 alpha:0.02214 +2026-02-12 20:21:55 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train] +total_reward:13016.00 total_reward_ma:7279.23 loss:-10.25 fps:121.6 +frame:7.40e+05 wall_t:6085 t:46250 epi:nan +opt_step:138564 lr:0.0003 alpha:0.02153 +2026-02-12 20:23:18 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train] +total_reward:12876.00 total_reward_ma:7353.85 loss:-10.18 fps:121.6 +frame:7.50e+05 wall_t:6168 t:46875 epi:nan +opt_step:140439 lr:0.0003 alpha:0.02349 +2026-02-12 20:24:40 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train] +total_reward:12504.00 total_reward_ma:7421.62 loss:-10.38 fps:121.6 +frame:7.60e+05 wall_t:6250 t:47500 epi:nan +opt_step:142314 lr:0.0003 alpha:0.0233 +2026-02-12 20:26:01 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train] +total_reward:12384.00 total_reward_ma:7486.06 loss:-10.37 fps:121.6 +frame:7.70e+05 wall_t:6332 t:48125 epi:nan +opt_step:144189 lr:0.0003 alpha:0.02349 +2026-02-12 20:27:23 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train] +total_reward:12421.00 total_reward_ma:7549.33 loss:-10.8 fps:121.6 +frame:7.80e+05 wall_t:6414 t:48750 epi:nan +opt_step:146064 lr:0.0003 alpha:0.0243 +2026-02-12 20:28:45 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train] +total_reward:12248.00 total_reward_ma:7608.81 loss:-10.81 fps:121.6 +frame:7.90e+05 wall_t:6496 t:49375 epi:nan +opt_step:147939 lr:0.0003 alpha:0.02565 +2026-02-12 20:30:06 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train] +total_reward:12203.00 total_reward_ma:7666.23 loss:-11.59 fps:121.6 +frame:8.00e+05 wall_t:6577 t:50000 epi:nan +opt_step:149814 lr:0.0003 alpha:0.02619 +2026-02-12 20:31:29 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train] +total_reward:12011.00 total_reward_ma:7719.87 loss:-11.94 fps:121.6 +frame:8.10e+05 wall_t:6659 t:50625 epi:nan +opt_step:151689 lr:0.0003 alpha:0.02652 +2026-02-12 20:32:51 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train] +total_reward:11966.00 total_reward_ma:7771.66 loss:-12.01 fps:121.6 +frame:8.20e+05 wall_t:6742 t:51250 epi:nan +opt_step:153564 lr:0.0003 alpha:0.02755 +2026-02-12 20:34:13 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train] +total_reward:11885.00 total_reward_ma:7821.21 loss:-12.12 fps:121.6 +frame:8.30e+05 wall_t:6823 t:51875 epi:nan +opt_step:155439 lr:0.0003 alpha:0.02714 +2026-02-12 20:35:34 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train] +total_reward:11495.00 total_reward_ma:7864.95 loss:-12.47 fps:121.7 +frame:8.40e+05 wall_t:6905 t:52500 epi:nan +opt_step:157314 lr:0.0003 alpha:0.0278 +2026-02-12 20:36:57 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train] +total_reward:11354.00 total_reward_ma:7906.00 loss:-12.52 fps:121.7 +frame:8.50e+05 wall_t:6987 t:53125 epi:nan +opt_step:159189 lr:0.0003 alpha:0.0293 +2026-02-12 20:38:19 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train] +total_reward:10714.00 total_reward_ma:7938.65 loss:-13.03 fps:121.7 +frame:8.60e+05 wall_t:7069 t:53750 epi:nan +opt_step:161064 lr:0.0003 alpha:0.02961 +2026-02-12 20:39:42 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train] +total_reward:10372.00 total_reward_ma:7966.62 loss:-13.43 fps:121.6 +frame:8.70e+05 wall_t:7152 t:54375 epi:nan +opt_step:162939 lr:0.0003 alpha:0.0295 +2026-02-12 20:41:03 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train] +total_reward:9800.00 total_reward_ma:7987.45 loss:-13.1 fps:121.6 +frame:8.80e+05 wall_t:7234 t:55000 epi:nan +opt_step:164814 lr:0.0003 alpha:0.02988 +2026-02-12 20:42:26 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train] +total_reward:9178.00 total_reward_ma:8000.83 loss:-13.38 fps:121.7 +frame:8.90e+05 wall_t:7316 t:55625 epi:nan +opt_step:166689 lr:0.0003 alpha:0.03034 +2026-02-12 20:43:47 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train] +total_reward:8815.00 total_reward_ma:8009.88 loss:-13.48 fps:121.7 +frame:9.00e+05 wall_t:7398 t:56250 epi:nan +opt_step:168564 lr:0.0003 alpha:0.03102 +2026-02-12 20:45:08 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train] +total_reward:8514.00 total_reward_ma:8015.42 loss:-13.3 fps:121.7 +frame:9.10e+05 wall_t:7479 t:56875 epi:nan +opt_step:170439 lr:0.0003 alpha:0.03051 +2026-02-12 20:46:30 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train] +total_reward:8289.00 total_reward_ma:8018.39 loss:-14.34 fps:121.7 +frame:9.20e+05 wall_t:7561 t:57500 epi:nan +opt_step:172314 lr:0.0003 alpha:0.03011 +2026-02-12 20:47:51 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train] +total_reward:7768.00 total_reward_ma:8015.70 loss:-13.74 fps:121.7 +frame:9.30e+05 wall_t:7642 t:58125 epi:nan +opt_step:174189 lr:0.0003 alpha:0.03058 +2026-02-12 20:49:13 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train] +total_reward:7302.00 total_reward_ma:8008.10 loss:-14.07 fps:121.7 +frame:9.40e+05 wall_t:7724 t:58750 epi:nan +opt_step:176064 lr:0.0003 alpha:0.03064 +2026-02-12 20:50:34 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train] +total_reward:7148.00 total_reward_ma:7999.05 loss:-14.57 fps:121.7 +frame:9.50e+05 wall_t:7805 t:59375 epi:nan +opt_step:177939 lr:0.0003 alpha:0.0303 +2026-02-12 20:51:56 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train] +total_reward:6803.00 total_reward_ma:7986.59 loss:-14.15 fps:121.7 +frame:9.60e+05 wall_t:7887 t:60000 epi:nan +opt_step:179814 lr:0.0003 alpha:0.0299 +2026-02-12 20:53:18 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train] +total_reward:6592.00 total_reward_ma:7972.21 loss:-13.98 fps:121.7 +frame:9.70e+05 wall_t:7968 t:60625 epi:nan +opt_step:181689 lr:0.0003 alpha:0.02964 +2026-02-12 20:54:40 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train] +total_reward:6309.00 total_reward_ma:7955.24 loss:-14.12 fps:121.7 +frame:9.80e+05 wall_t:8050 t:61250 epi:nan +opt_step:183564 lr:0.0003 alpha:0.02926 +2026-02-12 20:56:00 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train] +total_reward:6213.00 total_reward_ma:7937.64 loss:-13.61 fps:121.8 +frame:9.90e+05 wall_t:8131 t:61875 epi:nan +opt_step:185439 lr:0.0003 alpha:0.0288 +2026-02-12 20:57:21 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train] +total_reward:6229.00 total_reward_ma:7920.56 loss:-13.15 fps:121.8 +frame:1.00e+06 wall_t:8212 t:62500 epi:nan +opt_step:187314 lr:0.0003 alpha:0.02789 +2026-02-12 20:58:42 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train] +total_reward:6168.00 total_reward_ma:7982.24 loss:-13.8 fps:121.8 +frame:1.01e+06 wall_t:8293 t:63125 epi:nan +opt_step:189189 lr:0.0003 alpha:0.02774 +2026-02-12 21:00:05 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train] +total_reward:6302.00 total_reward_ma:8039.19 loss:-14.05 fps:121.8 +frame:1.02e+06 wall_t:8375 t:63750 epi:nan +opt_step:191064 lr:0.0003 alpha:0.02769 +2026-02-12 21:01:27 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train] +total_reward:6429.00 total_reward_ma:8098.70 loss:-13.67 fps:121.8 +frame:1.03e+06 wall_t:8457 t:64375 epi:nan +opt_step:192939 lr:0.0003 alpha:0.02783 +2026-02-12 21:02:48 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train] +total_reward:6501.00 total_reward_ma:8158.96 loss:-13.37 fps:121.8 +frame:1.04e+06 wall_t:8539 t:65000 epi:nan +opt_step:194814 lr:0.0003 alpha:0.02751 +2026-02-12 21:04:11 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train] +total_reward:6522.00 total_reward_ma:8219.42 loss:-13.02 fps:121.8 +frame:1.05e+06 wall_t:8621 t:65625 epi:nan +opt_step:196689 lr:0.0003 alpha:0.02777 +2026-02-12 21:05:33 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train] +total_reward:6731.00 total_reward_ma:8282.15 loss:-13.3 fps:121.8 +frame:1.06e+06 wall_t:8703 t:66250 epi:nan +opt_step:198564 lr:0.0003 alpha:0.02837 +2026-02-12 21:06:54 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train] +total_reward:6965.00 total_reward_ma:8346.71 loss:-13.14 fps:121.8 +frame:1.07e+06 wall_t:8785 t:66875 epi:nan +opt_step:200439 lr:0.0003 alpha:0.02718 +2026-02-12 21:08:15 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train] +total_reward:7001.00 total_reward_ma:8411.36 loss:-13.34 fps:121.8 +frame:1.08e+06 wall_t:8866 t:67500 epi:nan +opt_step:202314 lr:0.0003 alpha:0.02766 +2026-02-12 21:09:37 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train] +total_reward:7330.00 total_reward_ma:8479.31 loss:-13.37 fps:121.8 +frame:1.09e+06 wall_t:8947 t:68125 epi:nan +opt_step:204189 lr:0.0003 alpha:0.02723 +2026-02-12 21:10:59 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train] +total_reward:7441.00 total_reward_ma:8548.24 loss:-13.17 fps:121.8 +frame:1.10e+06 wall_t:9029 t:68750 epi:nan +opt_step:206064 lr:0.0003 alpha:0.02686 +2026-02-12 21:12:20 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train] +total_reward:7829.00 total_reward_ma:8620.63 loss:-12.8 fps:121.8 +frame:1.11e+06 wall_t:9110 t:69375 epi:nan +opt_step:207939 lr:0.0003 alpha:0.02667 +2026-02-12 21:13:41 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train] +total_reward:7905.00 total_reward_ma:8693.58 loss:-13.1 fps:121.8 +frame:1.12e+06 wall_t:9192 t:70000 epi:nan +opt_step:209814 lr:0.0003 alpha:0.02585 +2026-02-12 21:15:02 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train] +total_reward:8008.00 total_reward_ma:8766.37 loss:-12.6 fps:121.9 +frame:1.13e+06 wall_t:9272 t:70625 epi:nan +opt_step:211689 lr:0.0003 alpha:0.02586 +2026-02-12 21:16:23 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train] +total_reward:8106.00 total_reward_ma:8839.00 loss:-13.13 fps:121.9 +frame:1.14e+06 wall_t:9353 t:71250 epi:nan +opt_step:213564 lr:0.0003 alpha:0.02628 +2026-02-12 21:17:45 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train] +total_reward:8114.00 total_reward_ma:8910.83 loss:-12.94 fps:121.9 +frame:1.15e+06 wall_t:9435 t:71875 epi:nan +opt_step:215439 lr:0.0003 alpha:0.02611 +2026-02-12 21:19:06 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train] +total_reward:8230.00 total_reward_ma:8982.72 loss:-12.78 fps:121.9 +frame:1.16e+06 wall_t:9517 t:72500 epi:nan +opt_step:217314 lr:0.0003 alpha:0.02581 +2026-02-12 21:20:28 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train] +total_reward:8226.00 total_reward_ma:9053.76 loss:-13.02 fps:121.9 +frame:1.17e+06 wall_t:9599 t:73125 epi:nan +opt_step:219189 lr:0.0003 alpha:0.0257 +2026-02-12 21:21:50 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train] +total_reward:8251.00 total_reward_ma:9123.75 loss:-12.8 fps:121.9 +frame:1.18e+06 wall_t:9681 t:73750 epi:nan +opt_step:221064 lr:0.0003 alpha:0.02601 +2026-02-12 21:23:13 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train] +total_reward:8392.00 total_reward_ma:9194.59 loss:-13.29 fps:121.9 +frame:1.19e+06 wall_t:9763 t:74375 epi:nan +opt_step:222939 lr:0.0003 alpha:0.02597 +2026-02-12 21:24:34 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train] +total_reward:8405.00 total_reward_ma:9264.22 loss:-12.51 fps:121.9 +frame:1.20e+06 wall_t:9845 t:75000 epi:nan +opt_step:224814 lr:0.0003 alpha:0.02617 +2026-02-12 21:25:56 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train] +total_reward:8322.00 total_reward_ma:9332.11 loss:-12.94 fps:121.9 +frame:1.21e+06 wall_t:9926 t:75625 epi:nan +opt_step:226689 lr:0.0003 alpha:0.02597 +2026-02-12 21:27:17 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train] +total_reward:8162.00 total_reward_ma:9397.95 loss:-12.68 fps:121.9 +frame:1.22e+06 wall_t:10008 t:76250 epi:nan +opt_step:228564 lr:0.0003 alpha:0.02634 +2026-02-12 21:28:39 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train] +total_reward:8342.00 total_reward_ma:9464.66 loss:-12.65 fps:121.9 +frame:1.23e+06 wall_t:10089 t:76875 epi:nan +opt_step:230439 lr:0.0003 alpha:0.02572 +2026-02-12 21:30:00 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train] +total_reward:8260.00 total_reward_ma:9529.96 loss:-13.35 fps:121.9 +frame:1.24e+06 wall_t:10171 t:77500 epi:nan +opt_step:232314 lr:0.0003 alpha:0.02566 +2026-02-12 21:31:22 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train] +total_reward:8105.00 total_reward_ma:9591.70 loss:-12.68 fps:121.9 +frame:1.25e+06 wall_t:10253 t:78125 epi:nan +opt_step:234189 lr:0.0003 alpha:0.02574 +2026-02-12 21:32:43 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train] +total_reward:7923.00 total_reward_ma:9648.60 loss:-12.71 fps:121.9 +frame:1.26e+06 wall_t:10334 t:78750 epi:nan +opt_step:236064 lr:0.0003 alpha:0.02591 +2026-02-12 21:34:05 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train] +total_reward:7868.00 total_reward_ma:9702.14 loss:-12.87 fps:121.9 +frame:1.27e+06 wall_t:10416 t:79375 epi:nan +opt_step:237939 lr:0.0003 alpha:0.02598 +2026-02-12 21:35:27 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train] +total_reward:7742.00 total_reward_ma:9750.96 loss:-12.67 fps:121.9 +frame:1.28e+06 wall_t:10497 t:80000 epi:nan +opt_step:239814 lr:0.0003 alpha:0.02631 +2026-02-12 21:36:48 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train] +total_reward:7707.00 total_reward_ma:9793.60 loss:-12.67 fps:121.9 +frame:1.29e+06 wall_t:10579 t:80625 epi:nan +opt_step:241689 lr:0.0003 alpha:0.02665 +2026-02-12 21:38:10 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train] +total_reward:7802.00 total_reward_ma:9833.80 loss:-12.58 fps:121.9 +frame:1.30e+06 wall_t:10661 t:81250 epi:nan +opt_step:243564 lr:0.0003 alpha:0.02628 +2026-02-12 21:39:32 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train] +total_reward:7987.00 total_reward_ma:9870.06 loss:-12.71 fps:122 +frame:1.31e+06 wall_t:10742 t:81875 epi:nan +opt_step:245439 lr:0.0003 alpha:0.02598 +2026-02-12 21:40:52 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train] +total_reward:8118.00 total_reward_ma:9903.16 loss:-12.7 fps:122 +frame:1.32e+06 wall_t:10823 t:82500 epi:nan +opt_step:247314 lr:0.0003 alpha:0.02675 +2026-02-12 21:42:13 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train] +total_reward:8129.00 total_reward_ma:9931.40 loss:-13.01 fps:122 +frame:1.33e+06 wall_t:10903 t:83125 epi:nan +opt_step:249189 lr:0.0003 alpha:0.02667 +2026-02-12 21:43:34 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train] +total_reward:8089.00 total_reward_ma:9953.10 loss:-12.92 fps:122 +frame:1.34e+06 wall_t:10984 t:83750 epi:nan +opt_step:251064 lr:0.0003 alpha:0.02602 +2026-02-12 21:44:56 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train] +total_reward:8212.00 total_reward_ma:9970.38 loss:-12.91 fps:122 +frame:1.35e+06 wall_t:11066 t:84375 epi:nan +opt_step:252939 lr:0.0003 alpha:0.02652 +2026-02-12 21:46:18 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train] +total_reward:8115.00 total_reward_ma:9983.33 loss:-12.95 fps:122 +frame:1.36e+06 wall_t:11148 t:85000 epi:nan +opt_step:254814 lr:0.0003 alpha:0.0265 +2026-02-12 21:47:39 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train] +total_reward:8049.00 total_reward_ma:9992.45 loss:-12.76 fps:122 +frame:1.37e+06 wall_t:11230 t:85625 epi:nan +opt_step:256689 lr:0.0003 alpha:0.02775 +2026-02-12 21:49:00 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train] +total_reward:7956.00 total_reward_ma:9996.78 loss:-12.85 fps:122 +frame:1.38e+06 wall_t:11311 t:86250 epi:nan +opt_step:258564 lr:0.0003 alpha:0.0271 +2026-02-12 21:50:22 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train] +total_reward:7963.00 total_reward_ma:9994.42 loss:-12.76 fps:122 +frame:1.39e+06 wall_t:11393 t:86875 epi:nan +opt_step:260439 lr:0.0003 alpha:0.02667 +2026-02-12 21:51:44 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train] +total_reward:7827.00 total_reward_ma:9985.75 loss:-12.65 fps:122 +frame:1.40e+06 wall_t:11474 t:87500 epi:nan +opt_step:262314 lr:0.0003 alpha:0.02783 +2026-02-12 21:53:07 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train] +total_reward:7695.00 total_reward_ma:9971.16 loss:-12.87 fps:122 +frame:1.41e+06 wall_t:11557 t:88125 epi:nan +opt_step:264189 lr:0.0003 alpha:0.02691 +2026-02-12 21:54:29 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train] +total_reward:7781.00 total_reward_ma:9951.10 loss:-12.78 fps:122 +frame:1.42e+06 wall_t:11639 t:88750 epi:nan +opt_step:266064 lr:0.0003 alpha:0.02704 +2026-02-12 21:55:51 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train] +total_reward:7779.00 total_reward_ma:9928.30 loss:-13.37 fps:122 +frame:1.43e+06 wall_t:11722 t:89375 epi:nan +opt_step:267939 lr:0.0003 alpha:0.02657 +2026-02-12 21:57:14 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train] +total_reward:7852.00 total_reward_ma:9902.68 loss:-12.98 fps:122 +frame:1.44e+06 wall_t:11804 t:90000 epi:nan +opt_step:269814 lr:0.0003 alpha:0.02692 +2026-02-12 21:58:36 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train] +total_reward:7751.00 total_reward_ma:9868.68 loss:-13.06 fps:122 +frame:1.45e+06 wall_t:11886 t:90625 epi:nan +opt_step:271689 lr:0.0003 alpha:0.02661 +2026-02-12 21:59:58 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train] +total_reward:7698.00 total_reward_ma:9831.18 loss:-12.95 fps:122 +frame:1.46e+06 wall_t:11968 t:91250 epi:nan +opt_step:273564 lr:0.0003 alpha:0.02602 +2026-02-12 22:01:19 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train] +total_reward:7540.00 total_reward_ma:9790.03 loss:-12.79 fps:122 +frame:1.47e+06 wall_t:12049 t:91875 epi:nan +opt_step:275439 lr:0.0003 alpha:0.02595 +2026-02-12 22:02:41 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train] +total_reward:7423.00 total_reward_ma:9743.94 loss:-12.9 fps:122 +frame:1.48e+06 wall_t:12132 t:92500 epi:nan +opt_step:277314 lr:0.0003 alpha:0.02569 +2026-02-12 22:04:03 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train] +total_reward:7295.00 total_reward_ma:9693.99 loss:-12.74 fps:122 +frame:1.49e+06 wall_t:12213 t:93125 epi:nan +opt_step:279189 lr:0.0003 alpha:0.026 +2026-02-12 22:05:24 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train] +total_reward:7339.00 total_reward_ma:9641.33 loss:-13.01 fps:122 +frame:1.50e+06 wall_t:12295 t:93750 epi:nan +opt_step:281064 lr:0.0003 alpha:0.02611 +2026-02-12 22:06:46 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train] +total_reward:7341.00 total_reward_ma:9584.85 loss:-12.43 fps:122 +frame:1.51e+06 wall_t:12377 t:94375 epi:nan +opt_step:282939 lr:0.0003 alpha:0.02683 +2026-02-12 22:08:09 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train] +total_reward:7399.00 total_reward_ma:9525.40 loss:-12.17 fps:122 +frame:1.52e+06 wall_t:12459 t:95000 epi:nan +opt_step:284814 lr:0.0003 alpha:0.02673 +2026-02-12 22:09:30 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train] +total_reward:7271.00 total_reward_ma:9464.21 loss:-12.54 fps:122 +frame:1.53e+06 wall_t:12540 t:95625 epi:nan +opt_step:286689 lr:0.0003 alpha:0.02679 +2026-02-12 22:10:52 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train] +total_reward:7323.00 total_reward_ma:9401.57 loss:-12.93 fps:122 +frame:1.54e+06 wall_t:12622 t:96250 epi:nan +opt_step:288564 lr:0.0003 alpha:0.02622 +2026-02-12 22:12:13 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train] +total_reward:7266.00 total_reward_ma:9337.50 loss:-12.87 fps:122 +frame:1.55e+06 wall_t:12703 t:96875 epi:nan +opt_step:290439 lr:0.0003 alpha:0.02617 +2026-02-12 22:13:34 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train] +total_reward:7564.00 total_reward_ma:9275.60 loss:-12.86 fps:122 +frame:1.56e+06 wall_t:12785 t:97500 epi:nan +opt_step:292314 lr:0.0003 alpha:0.02604 +2026-02-12 22:14:56 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train] +total_reward:7686.00 total_reward_ma:9214.84 loss:-12.58 fps:122 +frame:1.57e+06 wall_t:12867 t:98125 epi:nan +opt_step:294189 lr:0.0003 alpha:0.02643 +2026-02-12 22:16:18 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train] +total_reward:7681.00 total_reward_ma:9153.80 loss:-13.01 fps:122 +frame:1.58e+06 wall_t:12949 t:98750 epi:nan +opt_step:296064 lr:0.0003 alpha:0.02592 +2026-02-12 22:17:39 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train] +total_reward:7749.00 total_reward_ma:9093.49 loss:-12.6 fps:122 +frame:1.59e+06 wall_t:13029 t:99375 epi:nan +opt_step:297939 lr:0.0003 alpha:0.02577 +2026-02-12 22:19:00 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train] +total_reward:7925.00 total_reward_ma:9034.82 loss:-12.52 fps:122 +frame:1.60e+06 wall_t:13110 t:100000 epi:nan +opt_step:299814 lr:0.0003 alpha:0.02581 +2026-02-12 22:20:21 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train] +total_reward:7968.00 total_reward_ma:8976.77 loss:-12.84 fps:122.1 +frame:1.61e+06 wall_t:13191 t:100625 epi:nan +opt_step:301689 lr:0.0003 alpha:0.0261 +2026-02-12 22:21:42 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train] +total_reward:8061.00 total_reward_ma:8920.77 loss:-12.44 fps:122.1 +frame:1.62e+06 wall_t:13273 t:101250 epi:nan +opt_step:303564 lr:0.0003 alpha:0.0254 +2026-02-12 22:23:05 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train] +total_reward:8267.00 total_reward_ma:8867.13 loss:-12.97 fps:122.1 +frame:1.63e+06 wall_t:13355 t:101875 epi:nan +opt_step:305439 lr:0.0003 alpha:0.02552 +2026-02-12 22:24:26 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train] +total_reward:8245.00 total_reward_ma:8812.04 loss:-12.41 fps:122.1 +frame:1.64e+06 wall_t:13437 t:102500 epi:nan +opt_step:307314 lr:0.0003 alpha:0.02625 +2026-02-12 22:25:47 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train] +total_reward:8301.00 total_reward_ma:8756.90 loss:-12.31 fps:122.1 +frame:1.65e+06 wall_t:13517 t:103125 epi:nan +opt_step:309189 lr:0.0003 alpha:0.0252 +2026-02-12 22:27:07 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train] +total_reward:8396.00 total_reward_ma:8704.89 loss:-12.67 fps:122.1 +frame:1.66e+06 wall_t:13598 t:103750 epi:nan +opt_step:311064 lr:0.0003 alpha:0.02488 +2026-02-12 22:28:28 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train] +total_reward:8565.00 total_reward_ma:8654.73 loss:-12.57 fps:122.1 +frame:1.67e+06 wall_t:13679 t:104375 epi:nan +opt_step:312939 lr:0.0003 alpha:0.02556 +2026-02-12 22:29:50 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train] +total_reward:8673.00 total_reward_ma:8605.97 loss:-12.7 fps:122.1 +frame:1.68e+06 wall_t:13760 t:105000 epi:nan +opt_step:314814 lr:0.0003 alpha:0.02474 +2026-02-12 22:31:13 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train] +total_reward:8678.00 total_reward_ma:8556.99 loss:-12.34 fps:122.1 +frame:1.69e+06 wall_t:13843 t:105625 epi:nan +opt_step:316689 lr:0.0003 alpha:0.02498 +2026-02-12 22:32:34 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train] +total_reward:8899.00 total_reward_ma:8511.83 loss:-12.24 fps:122.1 +frame:1.70e+06 wall_t:13924 t:106250 epi:nan +opt_step:318564 lr:0.0003 alpha:0.02502 +2026-02-12 22:33:56 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train] +total_reward:8875.00 total_reward_ma:8466.97 loss:-12.3 fps:122.1 +frame:1.71e+06 wall_t:14007 t:106875 epi:nan +opt_step:320439 lr:0.0003 alpha:0.02394 +2026-02-12 22:35:17 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train] +total_reward:9060.00 total_reward_ma:8423.57 loss:-11.94 fps:122.1 +frame:1.72e+06 wall_t:14087 t:107500 epi:nan +opt_step:322314 lr:0.0003 alpha:0.0235 +2026-02-12 22:36:38 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train] +total_reward:9141.00 total_reward_ma:8384.30 loss:-12.46 fps:122.1 +frame:1.73e+06 wall_t:14168 t:108125 epi:nan +opt_step:324189 lr:0.0003 alpha:0.02397 +2026-02-12 22:38:00 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train] +total_reward:9408.00 total_reward_ma:8348.22 loss:-12.21 fps:122.1 +frame:1.74e+06 wall_t:14250 t:108750 epi:nan +opt_step:326064 lr:0.0003 alpha:0.02438 +2026-02-12 22:39:21 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train] +total_reward:9406.00 total_reward_ma:8313.52 loss:-12.49 fps:122.1 +frame:1.75e+06 wall_t:14332 t:109375 epi:nan +opt_step:327939 lr:0.0003 alpha:0.02446 +2026-02-12 22:40:42 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train] +total_reward:9474.00 total_reward_ma:8283.22 loss:-12.41 fps:122.1 +frame:1.76e+06 wall_t:14413 t:110000 epi:nan +opt_step:329814 lr:0.0003 alpha:0.02482 +2026-02-12 22:42:03 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train] +total_reward:9526.00 total_reward_ma:8254.64 loss:-12.24 fps:122.1 +frame:1.77e+06 wall_t:14494 t:110625 epi:nan +opt_step:331689 lr:0.0003 alpha:0.02545 +2026-02-12 22:43:25 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train] +total_reward:9826.00 total_reward_ma:8228.69 loss:-12.31 fps:122.1 +frame:1.78e+06 wall_t:14576 t:111250 epi:nan +opt_step:333564 lr:0.0003 alpha:0.02502 +2026-02-12 22:44:48 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train] +total_reward:10000.00 total_reward_ma:8206.21 loss:-12.47 fps:122.1 +frame:1.79e+06 wall_t:14659 t:111875 epi:nan +opt_step:335439 lr:0.0003 alpha:0.02498 +2026-02-12 22:46:11 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train] +total_reward:10022.00 total_reward_ma:8184.40 loss:-12.18 fps:122.1 +frame:1.80e+06 wall_t:14741 t:112500 epi:nan +opt_step:337314 lr:0.0003 alpha:0.02518 +2026-02-12 22:47:32 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train] +total_reward:10029.00 total_reward_ma:8164.58 loss:-12.28 fps:122.1 +frame:1.81e+06 wall_t:14822 t:113125 epi:nan +opt_step:339189 lr:0.0003 alpha:0.02486 +2026-02-12 22:48:54 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train] +total_reward:9862.00 total_reward_ma:8143.54 loss:-12.35 fps:122.1 +frame:1.82e+06 wall_t:14904 t:113750 epi:nan +opt_step:341064 lr:0.0003 alpha:0.02464 +2026-02-12 22:50:14 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train] +total_reward:9864.00 total_reward_ma:8123.33 loss:-12.12 fps:122.1 +frame:1.83e+06 wall_t:14985 t:114375 epi:nan +opt_step:342939 lr:0.0003 alpha:0.02453 +2026-02-12 22:51:36 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train] +total_reward:9940.00 total_reward_ma:8107.78 loss:-12.43 fps:122.1 +frame:1.84e+06 wall_t:15066 t:115000 epi:nan +opt_step:344814 lr:0.0003 alpha:0.02457 +2026-02-12 22:52:57 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train] +total_reward:9995.00 total_reward_ma:8094.19 loss:-12.1 fps:122.1 +frame:1.85e+06 wall_t:15148 t:115625 epi:nan +opt_step:346689 lr:0.0003 alpha:0.02477 +2026-02-12 22:54:19 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train] +total_reward:9875.00 total_reward_ma:8085.80 loss:-12.19 fps:122.1 +frame:1.86e+06 wall_t:15229 t:116250 epi:nan +opt_step:348564 lr:0.0003 alpha:0.02475 +2026-02-12 22:55:39 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train] +total_reward:9886.00 total_reward_ma:8080.94 loss:-11.99 fps:122.1 +frame:1.87e+06 wall_t:15310 t:116875 epi:nan +opt_step:350439 lr:0.0003 alpha:0.02479 +2026-02-12 22:57:01 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train] +total_reward:9773.00 total_reward_ma:8080.67 loss:-12.18 fps:122.1 +frame:1.88e+06 wall_t:15391 t:117500 epi:nan +opt_step:352314 lr:0.0003 alpha:0.02474 +2026-02-12 22:58:23 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train] +total_reward:9550.00 total_reward_ma:8084.39 loss:-12.26 fps:122.1 +frame:1.89e+06 wall_t:15473 t:118125 epi:nan +opt_step:354189 lr:0.0003 alpha:0.02355 +2026-02-12 22:59:44 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train] +total_reward:9624.00 total_reward_ma:8092.48 loss:-12.26 fps:122.2 +frame:1.90e+06 wall_t:15554 t:118750 epi:nan +opt_step:356064 lr:0.0003 alpha:0.02476 +2026-02-12 23:01:05 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train] +total_reward:9545.00 total_reward_ma:8102.79 loss:-12.21 fps:122.2 +frame:1.91e+06 wall_t:15636 t:119375 epi:nan +opt_step:357939 lr:0.0003 alpha:0.02507 +2026-02-12 23:02:27 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train] +total_reward:9660.00 total_reward_ma:8116.50 loss:-12.01 fps:122.2 +frame:1.92e+06 wall_t:15718 t:120000 epi:nan +opt_step:359814 lr:0.0003 alpha:0.02482 +2026-02-12 23:03:50 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train] +total_reward:9469.00 total_reward_ma:8133.51 loss:-12.52 fps:122.1 +frame:1.93e+06 wall_t:15801 t:120625 epi:nan +opt_step:361689 lr:0.0003 alpha:0.0252 +2026-02-12 23:05:11 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train] +total_reward:9378.00 total_reward_ma:8154.27 loss:-12.36 fps:122.2 +frame:1.94e+06 wall_t:15881 t:121250 epi:nan +opt_step:363564 lr:0.0003 alpha:0.02485 +2026-02-12 23:06:32 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train] +total_reward:9265.00 total_reward_ma:8175.44 loss:-12.4 fps:122.2 +frame:1.95e+06 wall_t:15962 t:121875 epi:nan +opt_step:365439 lr:0.0003 alpha:0.02561 +2026-02-12 23:07:53 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train] +total_reward:9235.00 total_reward_ma:8199.76 loss:-12.1 fps:122.2 +frame:1.96e+06 wall_t:16043 t:122500 epi:nan +opt_step:367314 lr:0.0003 alpha:0.02495 +2026-02-12 23:09:15 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train] +total_reward:8975.00 total_reward_ma:8223.59 loss:-12.26 fps:122.2 +frame:1.97e+06 wall_t:16125 t:123125 epi:nan +opt_step:369189 lr:0.0003 alpha:0.02496 +2026-02-12 23:10:36 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train] +total_reward:8944.00 total_reward_ma:8249.94 loss:-11.96 fps:122.2 +frame:1.98e+06 wall_t:16207 t:123750 epi:nan +opt_step:371064 lr:0.0003 alpha:0.02447 +2026-02-12 23:11:55 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train] +total_reward:9177.00 total_reward_ma:8279.58 loss:-12.22 fps:122.2 +frame:1.99e+06 wall_t:16286 t:124375 epi:nan +opt_step:372939 lr:0.0003 alpha:0.02451 +2026-02-12 23:13:09 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_kungfumaster_t0_s2 [train] +total_reward:9215.00 total_reward_ma:8309.44 loss:-12.36 fps:122.2 +frame:2.00e+06 wall_t:16360 t:125000 epi:nan +opt_step:374814 lr:0.0003 alpha:0.02605 +2026-02-12 23:13:10 | INFO | PID:1340 | slm_lab.lib.logger:info | Session 2 done diff --git a/data/sac_atari_kungfumaster_2026_02_12_184021/log/sac_atari_kungfumaster_t0_s3.log b/data/sac_atari_kungfumaster_2026_02_12_184021/log/sac_atari_kungfumaster_t0_s3.log new file mode 100644 index 0000000000000000000000000000000000000000..372e36f16ab0d03bdc81399360a386b295160edd --- /dev/null +++ b/data/sac_atari_kungfumaster_2026_02_12_184021/log/sac_atari_kungfumaster_t0_s3.log @@ -0,0 +1,802 @@ +2026-02-12 18:40:26 | INFO | PID:1341 | slm_lab.env:_make_vector_env | AtariVectorEnv: 16 envs, native preprocessing +2026-02-12 18:42:30 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train] +total_reward:200.00 total_reward_ma:200.00 loss:-18.49 fps:83.33 +frame:1.00e+04 wall_t:120 t:625 epi:nan +opt_step:1689 lr:0.0003 alpha:0.6313 +2026-02-12 18:43:51 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train] +total_reward:486.67 total_reward_ma:343.33 loss:-26.86 fps:99.5 +frame:2.00e+04 wall_t:201 t:1250 epi:nan +opt_step:3564 lr:0.0003 alpha:0.4037 +2026-02-12 18:45:13 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train] +total_reward:503.85 total_reward_ma:396.84 loss:-31.97 fps:106 +frame:3.00e+04 wall_t:283 t:1875 epi:nan +opt_step:5439 lr:0.0003 alpha:0.2644 +2026-02-12 18:46:35 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train] +total_reward:529.41 total_reward_ma:429.98 loss:-32.74 fps:109.6 +frame:4.00e+04 wall_t:365 t:2500 epi:nan +opt_step:7314 lr:0.0003 alpha:0.1746 +2026-02-12 18:47:56 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train] +total_reward:506.38 total_reward_ma:445.26 loss:-33.44 fps:111.9 +frame:5.00e+04 wall_t:447 t:3125 epi:nan +opt_step:9189 lr:0.0003 alpha:0.1157 +2026-02-12 18:49:18 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train] +total_reward:489.66 total_reward_ma:452.66 loss:-32.09 fps:113.4 +frame:6.00e+04 wall_t:529 t:3750 epi:nan +opt_step:11064 lr:0.0003 alpha:0.07691 +2026-02-12 18:50:40 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train] +total_reward:504.41 total_reward_ma:460.05 loss:-30.58 fps:114.8 +frame:7.00e+04 wall_t:610 t:4375 epi:nan +opt_step:12939 lr:0.0003 alpha:0.05123 +2026-02-12 18:52:02 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train] +total_reward:516.88 total_reward_ma:467.16 loss:-28.63 fps:115.6 +frame:8.00e+04 wall_t:692 t:5000 epi:nan +opt_step:14814 lr:0.0003 alpha:0.03422 +2026-02-12 18:53:23 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train] +total_reward:514.29 total_reward_ma:472.39 loss:-26.91 fps:116.4 +frame:9.00e+04 wall_t:773 t:5625 epi:nan +opt_step:16689 lr:0.0003 alpha:0.02294 +2026-02-12 18:54:44 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train] +total_reward:500.00 total_reward_ma:475.15 loss:-24.65 fps:117 +frame:1.00e+05 wall_t:855 t:6250 epi:nan +opt_step:18564 lr:0.0003 alpha:0.01547 +2026-02-12 18:56:05 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train] +total_reward:516.00 total_reward_ma:478.87 loss:-22.61 fps:117.5 +frame:1.10e+05 wall_t:936 t:6875 epi:nan +opt_step:20439 lr:0.0003 alpha:0.01054 +2026-02-12 18:57:27 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train] +total_reward:574.00 total_reward_ma:486.80 loss:-21.12 fps:118 +frame:1.20e+05 wall_t:1017 t:7500 epi:nan +opt_step:22314 lr:0.0003 alpha:0.007464 +2026-02-12 18:58:49 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train] +total_reward:635.00 total_reward_ma:498.20 loss:-19.29 fps:118.3 +frame:1.30e+05 wall_t:1099 t:8125 epi:nan +opt_step:24189 lr:0.0003 alpha:0.01027 +2026-02-12 19:00:11 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train] +total_reward:599.00 total_reward_ma:505.40 loss:-17.55 fps:118.5 +frame:1.40e+05 wall_t:1181 t:8750 epi:nan +opt_step:26064 lr:0.0003 alpha:0.02265 +2026-02-12 19:01:33 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train] +total_reward:527.00 total_reward_ma:506.84 loss:-16.11 fps:118.7 +frame:1.50e+05 wall_t:1264 t:9375 epi:nan +opt_step:27939 lr:0.0003 alpha:0.04919 +2026-02-12 19:02:56 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train] +total_reward:439.00 total_reward_ma:502.60 loss:-14.54 fps:118.9 +frame:1.60e+05 wall_t:1346 t:10000 epi:nan +opt_step:29814 lr:0.0003 alpha:0.1063 +2026-02-12 19:04:17 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train] +total_reward:353.00 total_reward_ma:493.80 loss:-13.31 fps:119 +frame:1.70e+05 wall_t:1428 t:10625 epi:nan +opt_step:31689 lr:0.0003 alpha:0.2285 +2026-02-12 19:05:39 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train] +total_reward:287.00 total_reward_ma:482.31 loss:-12.63 fps:119.3 +frame:1.80e+05 wall_t:1509 t:11250 epi:nan +opt_step:33564 lr:0.0003 alpha:0.4886 +2026-02-12 19:07:01 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train] +total_reward:102.00 total_reward_ma:462.29 loss:-12.22 fps:119.4 +frame:1.90e+05 wall_t:1591 t:11875 epi:nan +opt_step:35439 lr:0.0003 alpha:1.04 +2026-02-12 19:08:23 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train] +total_reward:2.00 total_reward_ma:439.28 loss:-12.85 fps:119.5 +frame:2.00e+05 wall_t:1673 t:12500 epi:nan +opt_step:37314 lr:0.0003 alpha:2.2 +2026-02-12 19:09:45 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train] +total_reward:0.00 total_reward_ma:418.36 loss:-15.31 fps:119.6 +frame:2.10e+05 wall_t:1756 t:13125 epi:nan +opt_step:39189 lr:0.0003 alpha:4.631 +2026-02-12 19:11:09 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train] +total_reward:0.00 total_reward_ma:399.34 loss:-18.58 fps:119.6 +frame:2.20e+05 wall_t:1839 t:13750 epi:nan +opt_step:41064 lr:0.0003 alpha:7.389 +2026-02-12 19:12:31 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train] +total_reward:0.00 total_reward_ma:381.98 loss:-17.96 fps:119.7 +frame:2.30e+05 wall_t:1921 t:14375 epi:nan +opt_step:42939 lr:0.0003 alpha:7.389 +2026-02-12 19:13:52 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train] +total_reward:0.00 total_reward_ma:366.06 loss:-16.98 fps:119.8 +frame:2.40e+05 wall_t:2003 t:15000 epi:nan +opt_step:44814 lr:0.0003 alpha:7.389 +2026-02-12 19:15:13 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train] +total_reward:0.00 total_reward_ma:351.42 loss:-16.18 fps:120 +frame:2.50e+05 wall_t:2084 t:15625 epi:nan +opt_step:46689 lr:0.0003 alpha:7.389 +2026-02-12 19:16:35 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train] +total_reward:0.00 total_reward_ma:337.91 loss:-15.4 fps:120 +frame:2.60e+05 wall_t:2166 t:16250 epi:nan +opt_step:48564 lr:0.0003 alpha:7.389 +2026-02-12 19:17:58 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train] +total_reward:0.00 total_reward_ma:325.39 loss:-15.14 fps:120.1 +frame:2.70e+05 wall_t:2248 t:16875 epi:nan +opt_step:50439 lr:0.0003 alpha:7.389 +2026-02-12 19:19:20 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train] +total_reward:0.00 total_reward_ma:313.77 loss:-14.35 fps:120.2 +frame:2.80e+05 wall_t:2330 t:17500 epi:nan +opt_step:52314 lr:0.0003 alpha:7.389 +2026-02-12 19:20:43 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train] +total_reward:0.00 total_reward_ma:302.95 loss:-13.97 fps:120.2 +frame:2.90e+05 wall_t:2413 t:18125 epi:nan +opt_step:54189 lr:0.0003 alpha:7.389 +2026-02-12 19:22:05 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train] +total_reward:0.00 total_reward_ma:292.85 loss:-13.53 fps:120.2 +frame:3.00e+05 wall_t:2495 t:18750 epi:nan +opt_step:56064 lr:0.0003 alpha:7.389 +2026-02-12 19:23:26 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train] +total_reward:0.00 total_reward_ma:283.40 loss:-13.12 fps:120.3 +frame:3.10e+05 wall_t:2577 t:19375 epi:nan +opt_step:57939 lr:0.0003 alpha:7.389 +2026-02-12 19:24:47 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train] +total_reward:0.00 total_reward_ma:274.55 loss:-12.97 fps:120.4 +frame:3.20e+05 wall_t:2658 t:20000 epi:nan +opt_step:59814 lr:0.0003 alpha:7.389 +2026-02-12 19:26:10 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train] +total_reward:4.00 total_reward_ma:266.35 loss:-121.6 fps:120.4 +frame:3.30e+05 wall_t:2740 t:20625 epi:nan +opt_step:61689 lr:0.0003 alpha:5.29 +2026-02-12 19:27:31 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train] +total_reward:69.00 total_reward_ma:260.55 loss:-199.1 fps:120.5 +frame:3.40e+05 wall_t:2822 t:21250 epi:nan +opt_step:63564 lr:0.0003 alpha:3.487 +2026-02-12 19:28:54 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train] +total_reward:95.00 total_reward_ma:255.82 loss:-243.2 fps:120.5 +frame:3.50e+05 wall_t:2904 t:21875 epi:nan +opt_step:65439 lr:0.0003 alpha:2.295 +2026-02-12 19:30:16 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train] +total_reward:147.00 total_reward_ma:252.79 loss:-255.7 fps:120.6 +frame:3.60e+05 wall_t:2986 t:22500 epi:nan +opt_step:67314 lr:0.0003 alpha:1.503 +2026-02-12 19:31:38 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train] +total_reward:196.00 total_reward_ma:251.26 loss:-260 fps:120.6 +frame:3.70e+05 wall_t:3069 t:23125 epi:nan +opt_step:69189 lr:0.0003 alpha:0.9878 +2026-02-12 19:32:59 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train] +total_reward:257.00 total_reward_ma:251.41 loss:-249.3 fps:120.6 +frame:3.80e+05 wall_t:3150 t:23750 epi:nan +opt_step:71064 lr:0.0003 alpha:0.6511 +2026-02-12 19:34:22 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train] +total_reward:329.00 total_reward_ma:253.40 loss:-235.3 fps:120.7 +frame:3.90e+05 wall_t:3232 t:24375 epi:nan +opt_step:72939 lr:0.0003 alpha:0.4298 +2026-02-12 19:35:43 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train] +total_reward:413.00 total_reward_ma:257.39 loss:-225.3 fps:120.7 +frame:4.00e+05 wall_t:3313 t:25000 epi:nan +opt_step:74814 lr:0.0003 alpha:0.2844 +2026-02-12 19:37:04 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train] +total_reward:448.00 total_reward_ma:262.04 loss:-211.7 fps:120.8 +frame:4.10e+05 wall_t:3394 t:25625 epi:nan +opt_step:76689 lr:0.0003 alpha:0.1889 +2026-02-12 19:38:25 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train] +total_reward:510.00 total_reward_ma:267.94 loss:-195.3 fps:120.8 +frame:4.20e+05 wall_t:3476 t:26250 epi:nan +opt_step:78564 lr:0.0003 alpha:0.1286 +2026-02-12 19:39:47 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train] +total_reward:570.00 total_reward_ma:274.97 loss:-183.3 fps:120.9 +frame:4.30e+05 wall_t:3557 t:26875 epi:nan +opt_step:80439 lr:0.0003 alpha:0.08978 +2026-02-12 19:41:08 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train] +total_reward:602.00 total_reward_ma:282.40 loss:-169.1 fps:120.9 +frame:4.40e+05 wall_t:3639 t:27500 epi:nan +opt_step:82314 lr:0.0003 alpha:0.06485 +2026-02-12 19:42:31 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train] +total_reward:693.00 total_reward_ma:291.52 loss:-154.1 fps:120.9 +frame:4.50e+05 wall_t:3721 t:28125 epi:nan +opt_step:84189 lr:0.0003 alpha:0.04945 +2026-02-12 19:43:53 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train] +total_reward:779.00 total_reward_ma:302.12 loss:-141.6 fps:121 +frame:4.60e+05 wall_t:3803 t:28750 epi:nan +opt_step:86064 lr:0.0003 alpha:0.03803 +2026-02-12 19:45:15 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train] +total_reward:883.00 total_reward_ma:314.48 loss:-129.2 fps:121 +frame:4.70e+05 wall_t:3885 t:29375 epi:nan +opt_step:87939 lr:0.0003 alpha:0.03139 +2026-02-12 19:46:37 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train] +total_reward:958.00 total_reward_ma:327.89 loss:-121.6 fps:121 +frame:4.80e+05 wall_t:3967 t:30000 epi:nan +opt_step:89814 lr:0.0003 alpha:0.02464 +2026-02-12 19:47:59 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train] +total_reward:1005.00 total_reward_ma:341.70 loss:-109.7 fps:121 +frame:4.90e+05 wall_t:4049 t:30625 epi:nan +opt_step:91689 lr:0.0003 alpha:0.02078 +2026-02-12 19:49:21 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train] +total_reward:1101.00 total_reward_ma:356.89 loss:-102.6 fps:121 +frame:5.00e+05 wall_t:4131 t:31250 epi:nan +opt_step:93564 lr:0.0003 alpha:0.01908 +2026-02-12 19:50:42 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train] +total_reward:1246.00 total_reward_ma:374.32 loss:-93.04 fps:121.1 +frame:5.10e+05 wall_t:4213 t:31875 epi:nan +opt_step:95439 lr:0.0003 alpha:0.01641 +2026-02-12 19:52:03 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train] +total_reward:1423.00 total_reward_ma:394.49 loss:-84.84 fps:121.1 +frame:5.20e+05 wall_t:4293 t:32500 epi:nan +opt_step:97314 lr:0.0003 alpha:0.01515 +2026-02-12 19:53:25 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train] +total_reward:1534.00 total_reward_ma:415.99 loss:-77.53 fps:121.1 +frame:5.30e+05 wall_t:4376 t:33125 epi:nan +opt_step:99189 lr:0.0003 alpha:0.01413 +2026-02-12 19:54:47 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train] +total_reward:1663.00 total_reward_ma:439.08 loss:-71.13 fps:121.2 +frame:5.40e+05 wall_t:4457 t:33750 epi:nan +opt_step:101064 lr:0.0003 alpha:0.01445 +2026-02-12 19:56:09 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train] +total_reward:1865.00 total_reward_ma:465.01 loss:-65.92 fps:121.2 +frame:5.50e+05 wall_t:4539 t:34375 epi:nan +opt_step:102939 lr:0.0003 alpha:0.01438 +2026-02-12 19:57:31 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train] +total_reward:1972.00 total_reward_ma:491.92 loss:-59.74 fps:121.2 +frame:5.60e+05 wall_t:4622 t:35000 epi:nan +opt_step:104814 lr:0.0003 alpha:0.01499 +2026-02-12 19:58:53 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train] +total_reward:2196.00 total_reward_ma:521.82 loss:-53.98 fps:121.2 +frame:5.70e+05 wall_t:4703 t:35625 epi:nan +opt_step:106689 lr:0.0003 alpha:0.01546 +2026-02-12 20:00:15 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train] +total_reward:2294.00 total_reward_ma:552.37 loss:-49.11 fps:121.2 +frame:5.80e+05 wall_t:4785 t:36250 epi:nan +opt_step:108564 lr:0.0003 alpha:0.01599 +2026-02-12 20:01:37 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train] +total_reward:2488.00 total_reward_ma:585.18 loss:-45.34 fps:121.2 +frame:5.90e+05 wall_t:4867 t:36875 epi:nan +opt_step:110439 lr:0.0003 alpha:0.01721 +2026-02-12 20:02:58 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train] +total_reward:2765.00 total_reward_ma:621.51 loss:-41.26 fps:121.3 +frame:6.00e+05 wall_t:4948 t:37500 epi:nan +opt_step:112314 lr:0.0003 alpha:0.0175 +2026-02-12 20:04:20 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train] +total_reward:2905.00 total_reward_ma:658.94 loss:-38.47 fps:121.3 +frame:6.10e+05 wall_t:5030 t:38125 epi:nan +opt_step:114189 lr:0.0003 alpha:0.01706 +2026-02-12 20:05:43 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train] +total_reward:3145.00 total_reward_ma:699.04 loss:-35.66 fps:121.3 +frame:6.20e+05 wall_t:5113 t:38750 epi:nan +opt_step:116064 lr:0.0003 alpha:0.01714 +2026-02-12 20:07:05 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train] +total_reward:3327.00 total_reward_ma:740.75 loss:-32.98 fps:121.3 +frame:6.30e+05 wall_t:5195 t:39375 epi:nan +opt_step:117939 lr:0.0003 alpha:0.01689 +2026-02-12 20:08:26 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train] +total_reward:3524.00 total_reward_ma:784.24 loss:-30.62 fps:121.3 +frame:6.40e+05 wall_t:5276 t:40000 epi:nan +opt_step:119814 lr:0.0003 alpha:0.01837 +2026-02-12 20:09:48 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train] +total_reward:3886.00 total_reward_ma:831.96 loss:-27.39 fps:121.3 +frame:6.50e+05 wall_t:5358 t:40625 epi:nan +opt_step:121689 lr:0.0003 alpha:0.01918 +2026-02-12 20:11:09 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train] +total_reward:4147.00 total_reward_ma:882.19 loss:-26.3 fps:121.3 +frame:6.60e+05 wall_t:5440 t:41250 epi:nan +opt_step:123564 lr:0.0003 alpha:0.02064 +2026-02-12 20:12:31 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train] +total_reward:4274.00 total_reward_ma:932.81 loss:-24.27 fps:121.4 +frame:6.70e+05 wall_t:5521 t:41875 epi:nan +opt_step:125439 lr:0.0003 alpha:0.02106 +2026-02-12 20:13:52 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train] +total_reward:4375.00 total_reward_ma:983.43 loss:-23.32 fps:121.4 +frame:6.80e+05 wall_t:5602 t:42500 epi:nan +opt_step:127314 lr:0.0003 alpha:0.02099 +2026-02-12 20:15:14 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train] +total_reward:4478.00 total_reward_ma:1034.08 loss:-21.87 fps:121.4 +frame:6.90e+05 wall_t:5684 t:43125 epi:nan +opt_step:129189 lr:0.0003 alpha:0.02088 +2026-02-12 20:16:36 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train] +total_reward:4872.00 total_reward_ma:1088.91 loss:-20.92 fps:121.4 +frame:7.00e+05 wall_t:5766 t:43750 epi:nan +opt_step:131064 lr:0.0003 alpha:0.01973 +2026-02-12 20:17:58 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train] +total_reward:5111.00 total_reward_ma:1145.56 loss:-19.3 fps:121.4 +frame:7.10e+05 wall_t:5848 t:44375 epi:nan +opt_step:132939 lr:0.0003 alpha:0.01892 +2026-02-12 20:19:19 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train] +total_reward:5230.00 total_reward_ma:1202.29 loss:-18.24 fps:121.4 +frame:7.20e+05 wall_t:5930 t:45000 epi:nan +opt_step:134814 lr:0.0003 alpha:0.01939 +2026-02-12 20:20:41 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train] +total_reward:5380.00 total_reward_ma:1259.51 loss:-17.76 fps:121.4 +frame:7.30e+05 wall_t:6011 t:45625 epi:nan +opt_step:136689 lr:0.0003 alpha:0.01834 +2026-02-12 20:22:01 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train] +total_reward:5811.00 total_reward_ma:1321.02 loss:-17.07 fps:121.5 +frame:7.40e+05 wall_t:6092 t:46250 epi:nan +opt_step:138564 lr:0.0003 alpha:0.01814 +2026-02-12 20:23:24 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train] +total_reward:6002.00 total_reward_ma:1383.43 loss:-15.93 fps:121.5 +frame:7.50e+05 wall_t:6174 t:46875 epi:nan +opt_step:140439 lr:0.0003 alpha:0.01965 +2026-02-12 20:24:45 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train] +total_reward:6269.00 total_reward_ma:1447.72 loss:-15.7 fps:121.5 +frame:7.60e+05 wall_t:6256 t:47500 epi:nan +opt_step:142314 lr:0.0003 alpha:0.01905 +2026-02-12 20:26:08 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train] +total_reward:6462.00 total_reward_ma:1512.84 loss:-14.55 fps:121.5 +frame:7.70e+05 wall_t:6338 t:48125 epi:nan +opt_step:144189 lr:0.0003 alpha:0.02027 +2026-02-12 20:27:29 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train] +total_reward:6655.00 total_reward_ma:1578.76 loss:-14.17 fps:121.5 +frame:7.80e+05 wall_t:6419 t:48750 epi:nan +opt_step:146064 lr:0.0003 alpha:0.01844 +2026-02-12 20:28:50 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train] +total_reward:6899.00 total_reward_ma:1646.11 loss:-13.84 fps:121.5 +frame:7.90e+05 wall_t:6501 t:49375 epi:nan +opt_step:147939 lr:0.0003 alpha:0.01938 +2026-02-12 20:30:11 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train] +total_reward:7074.00 total_reward_ma:1713.96 loss:-13.78 fps:121.5 +frame:8.00e+05 wall_t:6582 t:50000 epi:nan +opt_step:149814 lr:0.0003 alpha:0.0188 +2026-02-12 20:31:33 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train] +total_reward:7152.00 total_reward_ma:1781.09 loss:-12.89 fps:121.6 +frame:8.10e+05 wall_t:6663 t:50625 epi:nan +opt_step:151689 lr:0.0003 alpha:0.01757 +2026-02-12 20:32:54 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train] +total_reward:7251.00 total_reward_ma:1847.80 loss:-12.65 fps:121.6 +frame:8.20e+05 wall_t:6744 t:51250 epi:nan +opt_step:153564 lr:0.0003 alpha:0.01761 +2026-02-12 20:34:16 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train] +total_reward:7600.00 total_reward_ma:1917.10 loss:-12.25 fps:121.6 +frame:8.30e+05 wall_t:6826 t:51875 epi:nan +opt_step:155439 lr:0.0003 alpha:0.01686 +2026-02-12 20:35:37 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train] +total_reward:7612.00 total_reward_ma:1984.90 loss:-11.77 fps:121.6 +frame:8.40e+05 wall_t:6907 t:52500 epi:nan +opt_step:157314 lr:0.0003 alpha:0.01635 +2026-02-12 20:36:59 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train] +total_reward:7646.00 total_reward_ma:2051.50 loss:-11.61 fps:121.6 +frame:8.50e+05 wall_t:6989 t:53125 epi:nan +opt_step:159189 lr:0.0003 alpha:0.01606 +2026-02-12 20:38:22 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train] +total_reward:7858.00 total_reward_ma:2119.02 loss:-11.56 fps:121.6 +frame:8.60e+05 wall_t:7072 t:53750 epi:nan +opt_step:161064 lr:0.0003 alpha:0.01565 +2026-02-12 20:39:44 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train] +total_reward:8096.00 total_reward_ma:2187.72 loss:-11.13 fps:121.6 +frame:8.70e+05 wall_t:7154 t:54375 epi:nan +opt_step:162939 lr:0.0003 alpha:0.01434 +2026-02-12 20:41:06 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train] +total_reward:8175.00 total_reward_ma:2255.76 loss:-10.54 fps:121.6 +frame:8.80e+05 wall_t:7236 t:55000 epi:nan +opt_step:164814 lr:0.0003 alpha:0.01439 +2026-02-12 20:42:27 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train] +total_reward:8184.00 total_reward_ma:2322.37 loss:-10.42 fps:121.6 +frame:8.90e+05 wall_t:7317 t:55625 epi:nan +opt_step:166689 lr:0.0003 alpha:0.01413 +2026-02-12 20:43:50 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train] +total_reward:8378.00 total_reward_ma:2389.65 loss:-10.36 fps:121.6 +frame:9.00e+05 wall_t:7400 t:56250 epi:nan +opt_step:168564 lr:0.0003 alpha:0.01481 +2026-02-12 20:45:11 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train] +total_reward:8505.00 total_reward_ma:2456.85 loss:-9.924 fps:121.6 +frame:9.10e+05 wall_t:7481 t:56875 epi:nan +opt_step:170439 lr:0.0003 alpha:0.01532 +2026-02-12 20:46:31 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train] +total_reward:8595.00 total_reward_ma:2523.57 loss:-10.14 fps:121.7 +frame:9.20e+05 wall_t:7561 t:57500 epi:nan +opt_step:172314 lr:0.0003 alpha:0.01617 +2026-02-12 20:47:52 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train] +total_reward:8461.00 total_reward_ma:2587.41 loss:-9.92 fps:121.7 +frame:9.30e+05 wall_t:7642 t:58125 epi:nan +opt_step:174189 lr:0.0003 alpha:0.0182 +2026-02-12 20:49:14 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train] +total_reward:8497.00 total_reward_ma:2650.28 loss:-9.96 fps:121.7 +frame:9.40e+05 wall_t:7724 t:58750 epi:nan +opt_step:176064 lr:0.0003 alpha:0.01632 +2026-02-12 20:50:36 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train] +total_reward:8501.00 total_reward_ma:2711.87 loss:-10.02 fps:121.7 +frame:9.50e+05 wall_t:7807 t:59375 epi:nan +opt_step:177939 lr:0.0003 alpha:0.01501 +2026-02-12 20:51:59 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train] +total_reward:8611.00 total_reward_ma:2773.32 loss:-9.797 fps:121.7 +frame:9.60e+05 wall_t:7889 t:60000 epi:nan +opt_step:179814 lr:0.0003 alpha:0.015 +2026-02-12 20:53:21 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train] +total_reward:8515.00 total_reward_ma:2832.51 loss:-9.707 fps:121.7 +frame:9.70e+05 wall_t:7971 t:60625 epi:nan +opt_step:181689 lr:0.0003 alpha:0.01702 +2026-02-12 20:54:42 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train] +total_reward:8368.00 total_reward_ma:2889.00 loss:-9.945 fps:121.7 +frame:9.80e+05 wall_t:8052 t:61250 epi:nan +opt_step:183564 lr:0.0003 alpha:0.01716 +2026-02-12 20:56:03 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train] +total_reward:8280.00 total_reward_ma:2943.45 loss:-9.957 fps:121.7 +frame:9.90e+05 wall_t:8133 t:61875 epi:nan +opt_step:185439 lr:0.0003 alpha:0.01852 +2026-02-12 20:57:24 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train] +total_reward:8010.00 total_reward_ma:2994.12 loss:-9.762 fps:121.7 +frame:1.00e+06 wall_t:8215 t:62500 epi:nan +opt_step:187314 lr:0.0003 alpha:0.01877 +2026-02-12 20:58:45 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train] +total_reward:8057.00 total_reward_ma:3072.69 loss:-9.488 fps:121.8 +frame:1.01e+06 wall_t:8295 t:63125 epi:nan +opt_step:189189 lr:0.0003 alpha:0.01968 +2026-02-12 21:00:07 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train] +total_reward:7825.00 total_reward_ma:3146.07 loss:-9.599 fps:121.8 +frame:1.02e+06 wall_t:8377 t:63750 epi:nan +opt_step:191064 lr:0.0003 alpha:0.01888 +2026-02-12 21:01:28 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train] +total_reward:7825.00 total_reward_ma:3219.28 loss:-9.972 fps:121.8 +frame:1.03e+06 wall_t:8458 t:64375 epi:nan +opt_step:192939 lr:0.0003 alpha:0.01906 +2026-02-12 21:02:49 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train] +total_reward:7796.00 total_reward_ma:3291.95 loss:-9.756 fps:121.8 +frame:1.04e+06 wall_t:8539 t:65000 epi:nan +opt_step:194814 lr:0.0003 alpha:0.01997 +2026-02-12 21:04:10 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train] +total_reward:7712.00 total_reward_ma:3364.00 loss:-9.517 fps:121.8 +frame:1.05e+06 wall_t:8621 t:65625 epi:nan +opt_step:196689 lr:0.0003 alpha:0.01972 +2026-02-12 21:05:32 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train] +total_reward:7664.00 total_reward_ma:3435.75 loss:-9.329 fps:121.8 +frame:1.06e+06 wall_t:8702 t:66250 epi:nan +opt_step:198564 lr:0.0003 alpha:0.0194 +2026-02-12 21:06:52 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train] +total_reward:7451.00 total_reward_ma:3505.21 loss:-9.827 fps:121.8 +frame:1.07e+06 wall_t:8783 t:66875 epi:nan +opt_step:200439 lr:0.0003 alpha:0.02023 +2026-02-12 21:08:14 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train] +total_reward:7390.00 total_reward_ma:3573.94 loss:-9.468 fps:121.8 +frame:1.08e+06 wall_t:8864 t:67500 epi:nan +opt_step:202314 lr:0.0003 alpha:0.02091 +2026-02-12 21:09:34 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train] +total_reward:7397.00 total_reward_ma:3642.77 loss:-9.81 fps:121.9 +frame:1.09e+06 wall_t:8945 t:68125 epi:nan +opt_step:204189 lr:0.0003 alpha:0.02134 +2026-02-12 21:10:55 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train] +total_reward:7406.00 total_reward_ma:3711.83 loss:-9.743 fps:121.9 +frame:1.10e+06 wall_t:9026 t:68750 epi:nan +opt_step:206064 lr:0.0003 alpha:0.02174 +2026-02-12 21:12:16 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train] +total_reward:7377.00 total_reward_ma:3780.44 loss:-9.921 fps:121.9 +frame:1.11e+06 wall_t:9106 t:69375 epi:nan +opt_step:207939 lr:0.0003 alpha:0.02293 +2026-02-12 21:13:38 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train] +total_reward:7365.00 total_reward_ma:3848.35 loss:-10.19 fps:121.9 +frame:1.12e+06 wall_t:9188 t:70000 epi:nan +opt_step:209814 lr:0.0003 alpha:0.02361 +2026-02-12 21:15:00 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train] +total_reward:7295.00 total_reward_ma:3914.95 loss:-10.57 fps:121.9 +frame:1.13e+06 wall_t:9270 t:70625 epi:nan +opt_step:211689 lr:0.0003 alpha:0.02364 +2026-02-12 21:16:21 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train] +total_reward:7286.00 total_reward_ma:3981.82 loss:-9.961 fps:121.9 +frame:1.14e+06 wall_t:9352 t:71250 epi:nan +opt_step:213564 lr:0.0003 alpha:0.0242 +2026-02-12 21:17:43 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train] +total_reward:7366.00 total_reward_ma:4050.21 loss:-10.49 fps:121.9 +frame:1.15e+06 wall_t:9433 t:71875 epi:nan +opt_step:215439 lr:0.0003 alpha:0.02363 +2026-02-12 21:19:04 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train] +total_reward:7398.00 total_reward_ma:4119.80 loss:-10.27 fps:121.9 +frame:1.16e+06 wall_t:9514 t:72500 epi:nan +opt_step:217314 lr:0.0003 alpha:0.0237 +2026-02-12 21:20:25 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train] +total_reward:7398.00 total_reward_ma:4190.25 loss:-10.41 fps:121.9 +frame:1.17e+06 wall_t:9595 t:73125 epi:nan +opt_step:219189 lr:0.0003 alpha:0.02398 +2026-02-12 21:21:47 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train] +total_reward:7409.00 total_reward_ma:4261.47 loss:-10.42 fps:121.9 +frame:1.18e+06 wall_t:9677 t:73750 epi:nan +opt_step:221064 lr:0.0003 alpha:0.02404 +2026-02-12 21:23:08 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train] +total_reward:7448.00 total_reward_ma:4334.93 loss:-10.89 fps:122 +frame:1.19e+06 wall_t:9758 t:74375 epi:nan +opt_step:222939 lr:0.0003 alpha:0.02379 +2026-02-12 21:24:28 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train] +total_reward:7601.00 total_reward_ma:4410.92 loss:-10.88 fps:122 +frame:1.20e+06 wall_t:9839 t:75000 epi:nan +opt_step:224814 lr:0.0003 alpha:0.02385 +2026-02-12 21:25:50 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train] +total_reward:7694.00 total_reward_ma:4487.86 loss:-10.85 fps:122 +frame:1.21e+06 wall_t:9920 t:75625 epi:nan +opt_step:226689 lr:0.0003 alpha:0.02397 +2026-02-12 21:27:11 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train] +total_reward:7787.00 total_reward_ma:4565.73 loss:-11.54 fps:122 +frame:1.22e+06 wall_t:10001 t:76250 epi:nan +opt_step:228564 lr:0.0003 alpha:0.02485 +2026-02-12 21:28:32 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train] +total_reward:7961.00 total_reward_ma:4645.34 loss:-11.16 fps:122 +frame:1.23e+06 wall_t:10082 t:76875 epi:nan +opt_step:230439 lr:0.0003 alpha:0.02412 +2026-02-12 21:29:53 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train] +total_reward:8007.00 total_reward_ma:4725.41 loss:-11.59 fps:122 +frame:1.24e+06 wall_t:10164 t:77500 epi:nan +opt_step:232314 lr:0.0003 alpha:0.02488 +2026-02-12 21:31:15 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train] +total_reward:8046.00 total_reward_ma:4805.87 loss:-11.47 fps:122 +frame:1.25e+06 wall_t:10245 t:78125 epi:nan +opt_step:234189 lr:0.0003 alpha:0.02503 +2026-02-12 21:32:36 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train] +total_reward:8062.00 total_reward_ma:4886.49 loss:-11.86 fps:122 +frame:1.26e+06 wall_t:10326 t:78750 epi:nan +opt_step:236064 lr:0.0003 alpha:0.02592 +2026-02-12 21:33:57 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train] +total_reward:8075.00 total_reward_ma:4967.24 loss:-11.87 fps:122 +frame:1.27e+06 wall_t:10407 t:79375 epi:nan +opt_step:237939 lr:0.0003 alpha:0.02563 +2026-02-12 21:35:18 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train] +total_reward:8133.00 total_reward_ma:5048.57 loss:-12.03 fps:122 +frame:1.28e+06 wall_t:10488 t:80000 epi:nan +opt_step:239814 lr:0.0003 alpha:0.02522 +2026-02-12 21:36:40 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train] +total_reward:8083.00 total_reward_ma:5129.40 loss:-11.97 fps:122 +frame:1.29e+06 wall_t:10570 t:80625 epi:nan +opt_step:241689 lr:0.0003 alpha:0.02512 +2026-02-12 21:38:02 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train] +total_reward:8137.00 total_reward_ma:5210.77 loss:-12.16 fps:122 +frame:1.30e+06 wall_t:10652 t:81250 epi:nan +opt_step:243564 lr:0.0003 alpha:0.02511 +2026-02-12 21:39:23 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train] +total_reward:8071.00 total_reward_ma:5291.48 loss:-12.05 fps:122.1 +frame:1.31e+06 wall_t:10733 t:81875 epi:nan +opt_step:245439 lr:0.0003 alpha:0.02533 +2026-02-12 21:40:44 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train] +total_reward:8259.00 total_reward_ma:5374.07 loss:-12.17 fps:122.1 +frame:1.32e+06 wall_t:10814 t:82500 epi:nan +opt_step:247314 lr:0.0003 alpha:0.02521 +2026-02-12 21:42:06 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train] +total_reward:8214.00 total_reward_ma:5456.17 loss:-12.47 fps:122.1 +frame:1.33e+06 wall_t:10896 t:83125 epi:nan +opt_step:249189 lr:0.0003 alpha:0.02533 +2026-02-12 21:43:27 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train] +total_reward:8231.00 total_reward_ma:5537.79 loss:-12.84 fps:122.1 +frame:1.34e+06 wall_t:10977 t:83750 epi:nan +opt_step:251064 lr:0.0003 alpha:0.02492 +2026-02-12 21:44:48 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train] +total_reward:8243.00 total_reward_ma:5619.27 loss:-12.73 fps:122.1 +frame:1.35e+06 wall_t:11059 t:84375 epi:nan +opt_step:252939 lr:0.0003 alpha:0.02409 +2026-02-12 21:46:10 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train] +total_reward:8227.00 total_reward_ma:5700.07 loss:-12.71 fps:122.1 +frame:1.36e+06 wall_t:11140 t:85000 epi:nan +opt_step:254814 lr:0.0003 alpha:0.02443 +2026-02-12 21:47:31 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train] +total_reward:8200.00 total_reward_ma:5780.11 loss:-12.45 fps:122.1 +frame:1.37e+06 wall_t:11221 t:85625 epi:nan +opt_step:256689 lr:0.0003 alpha:0.02427 +2026-02-12 21:48:52 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train] +total_reward:8076.00 total_reward_ma:5858.30 loss:-12.74 fps:122.1 +frame:1.38e+06 wall_t:11302 t:86250 epi:nan +opt_step:258564 lr:0.0003 alpha:0.02434 +2026-02-12 21:50:13 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train] +total_reward:7960.00 total_reward_ma:5934.61 loss:-12.47 fps:122.1 +frame:1.39e+06 wall_t:11384 t:86875 epi:nan +opt_step:260439 lr:0.0003 alpha:0.02407 +2026-02-12 21:51:35 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train] +total_reward:7913.00 total_reward_ma:6009.61 loss:-12.57 fps:122.1 +frame:1.40e+06 wall_t:11465 t:87500 epi:nan +opt_step:262314 lr:0.0003 alpha:0.02473 +2026-02-12 21:52:57 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train] +total_reward:7924.00 total_reward_ma:6084.37 loss:-12.45 fps:122.1 +frame:1.41e+06 wall_t:11547 t:88125 epi:nan +opt_step:264189 lr:0.0003 alpha:0.02385 +2026-02-12 21:54:19 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train] +total_reward:7875.00 total_reward_ma:6158.02 loss:-12.58 fps:122.1 +frame:1.42e+06 wall_t:11629 t:88750 epi:nan +opt_step:266064 lr:0.0003 alpha:0.02459 +2026-02-12 21:55:41 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train] +total_reward:7595.00 total_reward_ma:6228.27 loss:-12.17 fps:122.1 +frame:1.43e+06 wall_t:11711 t:89375 epi:nan +opt_step:267939 lr:0.0003 alpha:0.02437 +2026-02-12 21:57:02 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train] +total_reward:7576.00 total_reward_ma:6298.01 loss:-12.57 fps:122.1 +frame:1.44e+06 wall_t:11793 t:90000 epi:nan +opt_step:269814 lr:0.0003 alpha:0.02501 +2026-02-12 21:58:24 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train] +total_reward:7504.00 total_reward_ma:6366.12 loss:-12.54 fps:122.1 +frame:1.45e+06 wall_t:11874 t:90625 epi:nan +opt_step:271689 lr:0.0003 alpha:0.02466 +2026-02-12 21:59:47 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train] +total_reward:7507.00 total_reward_ma:6433.40 loss:-12.86 fps:122.1 +frame:1.46e+06 wall_t:11957 t:91250 epi:nan +opt_step:273564 lr:0.0003 alpha:0.02552 +2026-02-12 22:01:09 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train] +total_reward:7582.00 total_reward_ma:6500.39 loss:-12.83 fps:122.1 +frame:1.47e+06 wall_t:12039 t:91875 epi:nan +opt_step:275439 lr:0.0003 alpha:0.02467 +2026-02-12 22:02:30 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train] +total_reward:7500.00 total_reward_ma:6565.81 loss:-12.56 fps:122.1 +frame:1.48e+06 wall_t:12120 t:92500 epi:nan +opt_step:277314 lr:0.0003 alpha:0.02584 +2026-02-12 22:03:51 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train] +total_reward:7667.00 total_reward_ma:6632.43 loss:-12.94 fps:122.1 +frame:1.49e+06 wall_t:12201 t:93125 epi:nan +opt_step:279189 lr:0.0003 alpha:0.02589 +2026-02-12 22:05:12 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train] +total_reward:7861.00 total_reward_ma:6700.03 loss:-12.58 fps:122.1 +frame:1.50e+06 wall_t:12282 t:93750 epi:nan +opt_step:281064 lr:0.0003 alpha:0.02581 +2026-02-12 22:06:33 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train] +total_reward:7776.00 total_reward_ma:6765.33 loss:-12.87 fps:122.1 +frame:1.51e+06 wall_t:12363 t:94375 epi:nan +opt_step:282939 lr:0.0003 alpha:0.02685 +2026-02-12 22:07:54 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train] +total_reward:7831.00 total_reward_ma:6829.41 loss:-12.74 fps:122.1 +frame:1.52e+06 wall_t:12445 t:95000 epi:nan +opt_step:284814 lr:0.0003 alpha:0.02695 +2026-02-12 22:09:15 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train] +total_reward:7711.00 total_reward_ma:6891.18 loss:-12.89 fps:122.2 +frame:1.53e+06 wall_t:12525 t:95625 epi:nan +opt_step:286689 lr:0.0003 alpha:0.02667 +2026-02-12 22:10:36 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train] +total_reward:7702.00 total_reward_ma:6951.57 loss:-12.83 fps:122.2 +frame:1.54e+06 wall_t:12607 t:96250 epi:nan +opt_step:288564 lr:0.0003 alpha:0.02756 +2026-02-12 22:11:57 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train] +total_reward:7743.00 total_reward_ma:7010.35 loss:-12.99 fps:122.2 +frame:1.55e+06 wall_t:12687 t:96875 epi:nan +opt_step:290439 lr:0.0003 alpha:0.02739 +2026-02-12 22:13:19 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train] +total_reward:7660.00 total_reward_ma:7067.23 loss:-13.01 fps:122.2 +frame:1.56e+06 wall_t:12769 t:97500 epi:nan +opt_step:292314 lr:0.0003 alpha:0.02804 +2026-02-12 22:14:40 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train] +total_reward:7609.00 total_reward_ma:7121.36 loss:-13.05 fps:122.2 +frame:1.57e+06 wall_t:12850 t:98125 epi:nan +opt_step:294189 lr:0.0003 alpha:0.02832 +2026-02-12 22:16:01 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train] +total_reward:7657.00 total_reward_ma:7174.99 loss:-12.67 fps:122.2 +frame:1.58e+06 wall_t:12931 t:98750 epi:nan +opt_step:296064 lr:0.0003 alpha:0.02782 +2026-02-12 22:17:22 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train] +total_reward:7560.00 total_reward_ma:7225.71 loss:-13.28 fps:122.2 +frame:1.59e+06 wall_t:13013 t:99375 epi:nan +opt_step:297939 lr:0.0003 alpha:0.02781 +2026-02-12 22:18:44 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train] +total_reward:7496.00 total_reward_ma:7273.02 loss:-13.33 fps:122.2 +frame:1.60e+06 wall_t:13095 t:100000 epi:nan +opt_step:299814 lr:0.0003 alpha:0.02863 +2026-02-12 22:20:06 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train] +total_reward:7453.00 total_reward_ma:7318.50 loss:-13.21 fps:122.2 +frame:1.61e+06 wall_t:13176 t:100625 epi:nan +opt_step:301689 lr:0.0003 alpha:0.02881 +2026-02-12 22:21:28 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train] +total_reward:7349.00 total_reward_ma:7360.54 loss:-13.74 fps:122.2 +frame:1.62e+06 wall_t:13258 t:101250 epi:nan +opt_step:303564 lr:0.0003 alpha:0.02839 +2026-02-12 22:22:50 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train] +total_reward:7275.00 total_reward_ma:7400.02 loss:-13.65 fps:122.2 +frame:1.63e+06 wall_t:13340 t:101875 epi:nan +opt_step:305439 lr:0.0003 alpha:0.02912 +2026-02-12 22:24:11 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train] +total_reward:7105.00 total_reward_ma:7435.83 loss:-13.59 fps:122.2 +frame:1.64e+06 wall_t:13422 t:102500 epi:nan +opt_step:307314 lr:0.0003 alpha:0.02887 +2026-02-12 22:25:33 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train] +total_reward:6871.00 total_reward_ma:7465.68 loss:-13.37 fps:122.2 +frame:1.65e+06 wall_t:13503 t:103125 epi:nan +opt_step:309189 lr:0.0003 alpha:0.02932 +2026-02-12 22:26:55 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train] +total_reward:6633.00 total_reward_ma:7490.54 loss:-14.04 fps:122.2 +frame:1.66e+06 wall_t:13585 t:103750 epi:nan +opt_step:311064 lr:0.0003 alpha:0.02948 +2026-02-12 22:28:15 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train] +total_reward:6311.00 total_reward_ma:7510.91 loss:-14.01 fps:122.2 +frame:1.67e+06 wall_t:13666 t:104375 epi:nan +opt_step:312939 lr:0.0003 alpha:0.02912 +2026-02-12 22:29:36 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train] +total_reward:6231.00 total_reward_ma:7529.47 loss:-14.29 fps:122.2 +frame:1.68e+06 wall_t:13746 t:105000 epi:nan +opt_step:314814 lr:0.0003 alpha:0.03001 +2026-02-12 22:30:57 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train] +total_reward:5939.00 total_reward_ma:7544.08 loss:-14.2 fps:122.2 +frame:1.69e+06 wall_t:13828 t:105625 epi:nan +opt_step:316689 lr:0.0003 alpha:0.03013 +2026-02-12 22:32:18 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train] +total_reward:5947.00 total_reward_ma:7554.83 loss:-14.09 fps:122.2 +frame:1.70e+06 wall_t:13908 t:106250 epi:nan +opt_step:318564 lr:0.0003 alpha:0.0302 +2026-02-12 22:33:38 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train] +total_reward:5632.00 total_reward_ma:7560.04 loss:-14.47 fps:122.2 +frame:1.71e+06 wall_t:13989 t:106875 epi:nan +opt_step:320439 lr:0.0003 alpha:0.03091 +2026-02-12 22:35:00 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train] +total_reward:5553.00 total_reward_ma:7563.27 loss:-15.1 fps:122.2 +frame:1.72e+06 wall_t:14070 t:107500 epi:nan +opt_step:322314 lr:0.0003 alpha:0.03187 +2026-02-12 22:36:20 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train] +total_reward:5402.00 total_reward_ma:7563.49 loss:-14.81 fps:122.3 +frame:1.73e+06 wall_t:14151 t:108125 epi:nan +opt_step:324189 lr:0.0003 alpha:0.0321 +2026-02-12 22:37:42 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train] +total_reward:5290.00 total_reward_ma:7558.28 loss:-14.58 fps:122.3 +frame:1.74e+06 wall_t:14233 t:108750 epi:nan +opt_step:326064 lr:0.0003 alpha:0.03289 +2026-02-12 22:39:04 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train] +total_reward:5158.00 total_reward_ma:7549.84 loss:-14.11 fps:122.3 +frame:1.75e+06 wall_t:14314 t:109375 epi:nan +opt_step:327939 lr:0.0003 alpha:0.03414 +2026-02-12 22:40:25 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train] +total_reward:5157.00 total_reward_ma:7538.72 loss:-15 fps:122.3 +frame:1.76e+06 wall_t:14396 t:110000 epi:nan +opt_step:329814 lr:0.0003 alpha:0.0338 +2026-02-12 22:41:48 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train] +total_reward:4991.00 total_reward_ma:7524.01 loss:-15.53 fps:122.2 +frame:1.77e+06 wall_t:14479 t:110625 epi:nan +opt_step:331689 lr:0.0003 alpha:0.03312 +2026-02-12 22:43:10 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train] +total_reward:4862.00 total_reward_ma:7506.08 loss:-14.88 fps:122.3 +frame:1.78e+06 wall_t:14560 t:111250 epi:nan +opt_step:333564 lr:0.0003 alpha:0.03275 +2026-02-12 22:44:30 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train] +total_reward:4758.00 total_reward_ma:7484.67 loss:-15.05 fps:122.3 +frame:1.79e+06 wall_t:14640 t:111875 epi:nan +opt_step:335439 lr:0.0003 alpha:0.0331 +2026-02-12 22:45:51 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train] +total_reward:4678.00 total_reward_ma:7460.71 loss:-15.76 fps:122.3 +frame:1.80e+06 wall_t:14721 t:112500 epi:nan +opt_step:337314 lr:0.0003 alpha:0.03363 +2026-02-12 22:47:13 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train] +total_reward:4629.00 total_reward_ma:7435.48 loss:-14.87 fps:122.3 +frame:1.81e+06 wall_t:14803 t:113125 epi:nan +opt_step:339189 lr:0.0003 alpha:0.03405 +2026-02-12 22:48:35 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train] +total_reward:4545.00 total_reward_ma:7408.42 loss:-15.28 fps:122.3 +frame:1.82e+06 wall_t:14885 t:113750 epi:nan +opt_step:341064 lr:0.0003 alpha:0.03426 +2026-02-12 22:49:56 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train] +total_reward:4303.00 total_reward_ma:7375.45 loss:-15.02 fps:122.3 +frame:1.83e+06 wall_t:14967 t:114375 epi:nan +opt_step:342939 lr:0.0003 alpha:0.03444 +2026-02-12 22:51:17 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train] +total_reward:4274.00 total_reward_ma:7342.07 loss:-15.5 fps:122.3 +frame:1.84e+06 wall_t:15047 t:115000 epi:nan +opt_step:344814 lr:0.0003 alpha:0.03355 +2026-02-12 22:52:39 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train] +total_reward:4258.00 total_reward_ma:7308.19 loss:-15.44 fps:122.3 +frame:1.85e+06 wall_t:15129 t:115625 epi:nan +opt_step:346689 lr:0.0003 alpha:0.03302 +2026-02-12 22:54:00 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train] +total_reward:4364.00 total_reward_ma:7273.25 loss:-15.35 fps:122.3 +frame:1.86e+06 wall_t:15211 t:116250 epi:nan +opt_step:348564 lr:0.0003 alpha:0.03215 +2026-02-12 22:55:22 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train] +total_reward:4404.00 total_reward_ma:7236.33 loss:-15.45 fps:122.3 +frame:1.87e+06 wall_t:15292 t:116875 epi:nan +opt_step:350439 lr:0.0003 alpha:0.03183 +2026-02-12 22:56:43 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train] +total_reward:4470.00 total_reward_ma:7199.28 loss:-15.05 fps:122.3 +frame:1.88e+06 wall_t:15373 t:117500 epi:nan +opt_step:352314 lr:0.0003 alpha:0.0316 +2026-02-12 22:58:04 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train] +total_reward:4498.00 total_reward_ma:7162.42 loss:-14.83 fps:122.3 +frame:1.89e+06 wall_t:15454 t:118125 epi:nan +opt_step:354189 lr:0.0003 alpha:0.0316 +2026-02-12 22:59:26 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train] +total_reward:4655.00 total_reward_ma:7125.19 loss:-14.55 fps:122.3 +frame:1.90e+06 wall_t:15536 t:118750 epi:nan +opt_step:356064 lr:0.0003 alpha:0.03038 +2026-02-12 23:00:47 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train] +total_reward:4689.00 total_reward_ma:7087.03 loss:-15.11 fps:122.3 +frame:1.91e+06 wall_t:15617 t:119375 epi:nan +opt_step:357939 lr:0.0003 alpha:0.02888 +2026-02-12 23:02:08 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train] +total_reward:4826.00 total_reward_ma:7049.34 loss:-14.95 fps:122.3 +frame:1.92e+06 wall_t:15698 t:120000 epi:nan +opt_step:359814 lr:0.0003 alpha:0.02937 +2026-02-12 23:03:29 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train] +total_reward:4907.00 total_reward_ma:7013.80 loss:-14.72 fps:122.3 +frame:1.93e+06 wall_t:15779 t:120625 epi:nan +opt_step:361689 lr:0.0003 alpha:0.03049 +2026-02-12 23:04:50 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train] +total_reward:5157.00 total_reward_ma:6980.40 loss:-14.93 fps:122.3 +frame:1.94e+06 wall_t:15861 t:121250 epi:nan +opt_step:363564 lr:0.0003 alpha:0.03104 +2026-02-12 23:06:12 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train] +total_reward:5184.00 total_reward_ma:6947.23 loss:-14.34 fps:122.3 +frame:1.95e+06 wall_t:15942 t:121875 epi:nan +opt_step:365439 lr:0.0003 alpha:0.03001 +2026-02-12 23:07:34 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train] +total_reward:5141.00 total_reward_ma:6912.53 loss:-14.38 fps:122.3 +frame:1.96e+06 wall_t:16024 t:122500 epi:nan +opt_step:367314 lr:0.0003 alpha:0.03039 +2026-02-12 23:08:55 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train] +total_reward:5141.00 total_reward_ma:6878.79 loss:-15.03 fps:122.3 +frame:1.97e+06 wall_t:16105 t:123125 epi:nan +opt_step:369189 lr:0.0003 alpha:0.03036 +2026-02-12 23:10:16 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train] +total_reward:5018.00 total_reward_ma:6845.29 loss:-14.51 fps:122.3 +frame:1.98e+06 wall_t:16187 t:123750 epi:nan +opt_step:371064 lr:0.0003 alpha:0.03039 +2026-02-12 23:11:36 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train] +total_reward:5083.00 total_reward_ma:6813.32 loss:-14.77 fps:122.3 +frame:1.99e+06 wall_t:16266 t:124375 epi:nan +opt_step:372939 lr:0.0003 alpha:0.02934 +2026-02-12 23:12:52 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_kungfumaster_t0_s3 [train] +total_reward:5081.00 total_reward_ma:6784.03 loss:-14.54 fps:122.4 +frame:2.00e+06 wall_t:16343 t:125000 epi:nan +opt_step:374814 lr:0.0003 alpha:0.02885 +2026-02-12 23:12:53 | INFO | PID:1341 | slm_lab.lib.logger:info | Session 3 done diff --git a/data/sac_atari_kungfumaster_2026_02_12_184021/sac_atari_kungfumaster_spec.json b/data/sac_atari_kungfumaster_2026_02_12_184021/sac_atari_kungfumaster_spec.json new file mode 100644 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b/data/sac_atari_mspacman_2026_02_10_233302/log/sac_atari_mspacman_t0.log new file mode 100644 index 0000000000000000000000000000000000000000..6bf7ce1b8475a4c39682f8a6c93b161db0c74cd5 --- /dev/null +++ b/data/sac_atari_mspacman_2026_02_10_233302/log/sac_atari_mspacman_t0.log @@ -0,0 +1,5 @@ +2026-02-11 01:13:29 | INFO | PID:3249 | slm_lab.lib.logger:info | trial_metrics: frame:2.00e+06 | total_reward_ma:1469.38 | strength:821.6 | max_strength:1647 | final_strength:1571 | sample_efficiency:8.844e-07 | training_efficiency:1.452e-05 | stability:0.9908 | consistency:0.5312 +2026-02-11 01:13:29 | INFO | PID:3249 | slm_lab.lib.logger:info | Trial 0 done +2026-02-11 01:13:29 | INFO | PID:3249 | slm_lab.cli.main:run_spec | Output: data/sac_atari_mspacman_2026_02_10_233302 +2026-02-11 01:13:29 | INFO | PID:3249 | slm_lab.lib.hf:cleanup_models | Cleanup saved 309.5 MB +2026-02-11 01:13:29 | INFO | PID:3249 | slm_lab.lib.hf:upload | Uploading data/sac_atari_mspacman_2026_02_10_233302 to SLM-Lab/benchmark-dev/data/sac_atari_mspacman_2026_02_10_233302... diff --git a/data/sac_atari_mspacman_2026_02_10_233302/log/sac_atari_mspacman_t0_s0.log b/data/sac_atari_mspacman_2026_02_10_233302/log/sac_atari_mspacman_t0_s0.log new file mode 100644 index 0000000000000000000000000000000000000000..00e6ba1f27af827ba75e4334c2fdb0a3b3a075d1 --- /dev/null +++ b/data/sac_atari_mspacman_2026_02_10_233302/log/sac_atari_mspacman_t0_s0.log @@ -0,0 +1,982 @@ +2026-02-10 23:33:08 | INFO | PID:3369 | slm_lab.env:_make_vector_env | AtariVectorEnv: 16 envs, native preprocessing +2026-02-10 23:33:52 | INFO | PID:3369 | slm_lab.lib.perf:log_perf_setup | Performance setup: +Platform: GPU NVIDIA RTX A4500 (compute 8.6) +• GPU cuDNN benchmark: enabled +• GPU memory management: enabled +• GPU TF32 acceleration: enabled +2026-02-10 23:33:52 | INFO | PID:3369 | slm_lab.lib.logger:info | SoftActorCritic: +algorithm_spec: + name: SoftActorCritic + action_pdtype: Categorical + action_policy: default + gamma: 0.99 + training_start_step: 10000 + training_frequency: 4 + training_iter: 1 +name: SoftActorCritic +memory_spec: + name: Replay + batch_size: 256 + max_size: 200000 + use_cer: false +action_pdtype: Categorical +training_iter: 1 +training_start_step: 10000 +policy_delay: 1 +entropy_penalty_coef: 0.0 +gamma: 0.99 +training_frequency: 4 +to_train: 0 +_train_step: 0 +shared: False +net: (device:cuda:0) ConvNet( + (conv_model): Sequential( + (0): Conv2d(4, 32, kernel_size=(8, 8), stride=(4, 4)) + (1): ReLU() + (2): Conv2d(32, 64, kernel_size=(4, 4), stride=(2, 2)) + (3): ReLU() + (4): Conv2d(64, 64, kernel_size=(3, 3), stride=(1, 1)) + (5): ReLU() + ) + (fc_model): Sequential( + (0): Linear(in_features=3136, out_features=512, bias=True) + (1): ReLU() + ) + (tails): Sequential( + (0): Linear(in_features=512, out_features=9, bias=True) + ) + (loss_fn): SmoothL1Loss() +) +optim: AdamW ( +Parameter Group 0 + amsgrad: False + betas: (0.9, 0.999) + capturable: False + decoupled_weight_decay: True + differentiable: False + eps: 0.0001 + foreach: None + fused: None + lr: 0.0003 + maximize: False + weight_decay: 0.01 +) +q1_net: (device:cuda:0) ConvNet( + (conv_model): Sequential( + (0): Conv2d(4, 32, kernel_size=(8, 8), stride=(4, 4)) + (1): ReLU() + (2): Conv2d(32, 64, kernel_size=(4, 4), stride=(2, 2)) + (3): ReLU() + (4): Conv2d(64, 64, kernel_size=(3, 3), stride=(1, 1)) + (5): ReLU() + ) + (fc_model): Sequential( + (0): Linear(in_features=3136, out_features=512, bias=True) + (1): ReLU() + ) + (tails): Sequential( + (0): Linear(in_features=512, out_features=9, bias=True) + ) + (loss_fn): SmoothL1Loss() +) +target_q1_net: (device:cuda:0) ConvNet( + (conv_model): Sequential( + (0): Conv2d(4, 32, kernel_size=(8, 8), stride=(4, 4)) + (1): ReLU() + (2): Conv2d(32, 64, kernel_size=(4, 4), stride=(2, 2)) + (3): ReLU() + (4): Conv2d(64, 64, kernel_size=(3, 3), stride=(1, 1)) + (5): ReLU() + ) + (fc_model): Sequential( + (0): Linear(in_features=3136, out_features=512, bias=True) + (1): ReLU() + ) + (tails): Sequential( + (0): Linear(in_features=512, out_features=9, bias=True) + ) + (loss_fn): SmoothL1Loss() +) +q1_optim: AdamW ( +Parameter Group 0 + amsgrad: False + betas: (0.9, 0.999) + capturable: False + decoupled_weight_decay: True + differentiable: False + eps: 0.0001 + foreach: None + fused: None + lr: 0.0003 + maximize: False + weight_decay: 0.01 +) +q2_net: (device:cuda:0) ConvNet( + (conv_model): Sequential( + (0): Conv2d(4, 32, kernel_size=(8, 8), stride=(4, 4)) + (1): ReLU() + (2): Conv2d(32, 64, kernel_size=(4, 4), stride=(2, 2)) + (3): ReLU() + (4): Conv2d(64, 64, kernel_size=(3, 3), stride=(1, 1)) + (5): ReLU() + ) + (fc_model): Sequential( + (0): Linear(in_features=3136, out_features=512, bias=True) + (1): ReLU() + ) + (tails): Sequential( + (0): Linear(in_features=512, out_features=9, bias=True) + ) + (loss_fn): SmoothL1Loss() +) +target_q2_net: (device:cuda:0) ConvNet( + (conv_model): Sequential( + (0): Conv2d(4, 32, kernel_size=(8, 8), stride=(4, 4)) + (1): ReLU() + (2): Conv2d(32, 64, kernel_size=(4, 4), stride=(2, 2)) + (3): ReLU() + (4): Conv2d(64, 64, kernel_size=(3, 3), stride=(1, 1)) + (5): ReLU() + ) + (fc_model): Sequential( + (0): Linear(in_features=3136, out_features=512, bias=True) + (1): ReLU() + ) + (tails): Sequential( + (0): Linear(in_features=512, out_features=9, bias=True) + ) + (loss_fn): SmoothL1Loss() +) +q2_optim: AdamW ( +Parameter Group 0 + amsgrad: False + betas: (0.9, 0.999) + capturable: False + decoupled_weight_decay: True + differentiable: False + eps: 0.0001 + foreach: None + fused: None + lr: 0.0003 + maximize: False + weight_decay: 0.01 +) +net_names: ['net', 'q1_net', 'target_q1_net', 'q2_net', 'target_q2_net'] +target_entropy: 1.3183347464017316 +log_alpha: tensor([0.], device='cuda:0', requires_grad=True) +alpha: tensor([1.], device='cuda:0') +alpha_optim: AdamW ( +Parameter Group 0 + amsgrad: False + betas: (0.9, 0.999) + capturable: False + decoupled_weight_decay: True + differentiable: False + eps: 0.0001 + foreach: None + fused: None + lr: 0.0003 + maximize: False + weight_decay: 0.01 +) +2026-02-10 23:34:01 | INFO | PID:3369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:263.33 total_reward_ma:263.33 loss:nan fps:200 +frame:1.00e+04 wall_t:50 t:625 epi:nan +opt_step:0 lr:0.0003 alpha:1 +2026-02-10 23:34:31 | INFO | PID:3369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:247.88 total_reward_ma:255.61 loss:-9.327 fps:250 +frame:2.00e+04 wall_t:80 t:1250 epi:nan +opt_step:625 lr:0.0003 alpha:0.8348 +2026-02-10 23:35:01 | INFO | PID:3369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:247.55 total_reward_ma:252.92 loss:-13.63 fps:272.7 +frame:3.00e+04 wall_t:110 t:1875 epi:nan +opt_step:1250 lr:0.0003 alpha:0.7062 +2026-02-10 23:35:32 | INFO | PID:3369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:241.33 total_reward_ma:250.02 loss:-17.52 fps:283.7 +frame:4.00e+04 wall_t:141 t:2500 epi:nan +opt_step:1875 lr:0.0003 alpha:0.6029 +2026-02-10 23:36:02 | INFO | PID:3369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:244.95 total_reward_ma:249.01 loss:-20.45 fps:292.4 +frame:5.00e+04 wall_t:171 t:3125 epi:nan +opt_step:2500 lr:0.0003 alpha:0.518 +2026-02-10 23:36:32 | INFO | PID:3369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:241.90 total_reward_ma:247.82 loss:-22.69 fps:297 +frame:6.00e+04 wall_t:202 t:3750 epi:nan +opt_step:3125 lr:0.0003 alpha:0.447 +2026-02-10 23:37:03 | INFO | PID:3369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:244.60 total_reward_ma:247.36 loss:-23.99 fps:301.7 +frame:7.00e+04 wall_t:232 t:4375 epi:nan +opt_step:3750 lr:0.0003 alpha:0.3869 +2026-02-10 23:37:33 | INFO | PID:3369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:244.90 total_reward_ma:247.05 loss:-25.34 fps:305.3 +frame:8.00e+04 wall_t:262 t:5000 epi:nan +opt_step:4375 lr:0.0003 alpha:0.3357 +2026-02-10 23:38:03 | INFO | PID:3369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:242.30 total_reward_ma:246.53 loss:-26.56 fps:307.2 +frame:9.00e+04 wall_t:293 t:5625 epi:nan +opt_step:5000 lr:0.0003 alpha:0.2917 +2026-02-10 23:38:33 | INFO | PID:3369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:244.70 total_reward_ma:246.34 loss:-27.83 fps:309.6 +frame:1.00e+05 wall_t:323 t:6250 epi:nan +opt_step:5625 lr:0.0003 alpha:0.2537 +2026-02-10 23:39:03 | INFO | PID:3369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:246.00 total_reward_ma:246.31 loss:-28.27 fps:311.6 +frame:1.10e+05 wall_t:353 t:6875 epi:nan +opt_step:6250 lr:0.0003 alpha:0.2209 +2026-02-10 23:39:33 | INFO | PID:3369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:251.70 total_reward_ma:246.76 loss:-29.64 fps:313.3 +frame:1.20e+05 wall_t:383 t:7500 epi:nan +opt_step:6875 lr:0.0003 alpha:0.1924 +2026-02-10 23:40:04 | INFO | PID:3369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:246.20 total_reward_ma:246.72 loss:-29.65 fps:314 +frame:1.30e+05 wall_t:414 t:8125 epi:nan +opt_step:7500 lr:0.0003 alpha:0.1677 +2026-02-10 23:40:35 | INFO | PID:3369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:246.80 total_reward_ma:246.72 loss:-29.49 fps:315.3 +frame:1.40e+05 wall_t:444 t:8750 epi:nan +opt_step:8125 lr:0.0003 alpha:0.1462 +2026-02-10 23:41:05 | INFO | PID:3369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:248.80 total_reward_ma:246.86 loss:-28.89 fps:316.5 +frame:1.50e+05 wall_t:474 t:9375 epi:nan +opt_step:8750 lr:0.0003 alpha:0.1275 +2026-02-10 23:41:35 | INFO | PID:3369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:283.20 total_reward_ma:249.13 loss:-28.87 fps:317.5 +frame:1.60e+05 wall_t:504 t:10000 epi:nan +opt_step:9375 lr:0.0003 alpha:0.1112 +2026-02-10 23:42:05 | INFO | PID:3369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:281.30 total_reward_ma:251.03 loss:-28.99 fps:318.4 +frame:1.70e+05 wall_t:534 t:10625 epi:nan +opt_step:10000 lr:0.0003 alpha:0.09703 +2026-02-10 23:42:34 | INFO | PID:3369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:295.40 total_reward_ma:253.49 loss:-28.94 fps:319.1 +frame:1.80e+05 wall_t:564 t:11250 epi:nan +opt_step:10625 lr:0.0003 alpha:0.08469 +2026-02-10 23:43:04 | INFO | PID:3369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:295.40 total_reward_ma:255.70 loss:-28.69 fps:319.9 +frame:1.90e+05 wall_t:594 t:11875 epi:nan +opt_step:11250 lr:0.0003 alpha:0.07394 +2026-02-10 23:43:34 | INFO | PID:3369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:295.00 total_reward_ma:257.66 loss:-28.3 fps:320.5 +frame:2.00e+05 wall_t:624 t:12500 epi:nan +opt_step:11875 lr:0.0003 alpha:0.0646 +2026-02-10 23:44:05 | INFO | PID:3369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:263.50 total_reward_ma:257.94 loss:-28.24 fps:321.1 +frame:2.10e+05 wall_t:654 t:13125 epi:nan +opt_step:12500 lr:0.0003 alpha:0.05647 +2026-02-10 23:44:34 | INFO | PID:3369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:266.50 total_reward_ma:258.33 loss:-28.01 fps:321.6 +frame:2.20e+05 wall_t:684 t:13750 epi:nan +opt_step:13125 lr:0.0003 alpha:0.04938 +2026-02-10 23:45:05 | INFO | PID:3369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:277.00 total_reward_ma:259.14 loss:-27.33 fps:322.1 +frame:2.30e+05 wall_t:714 t:14375 epi:nan +opt_step:13750 lr:0.0003 alpha:0.0432 +2026-02-10 23:45:35 | INFO | PID:3369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:286.50 total_reward_ma:260.28 loss:-26.38 fps:322.6 +frame:2.40e+05 wall_t:744 t:15000 epi:nan +opt_step:14375 lr:0.0003 alpha:0.0378 +2026-02-10 23:46:05 | INFO | PID:3369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:330.00 total_reward_ma:263.07 loss:-25.89 fps:323 +frame:2.50e+05 wall_t:774 t:15625 epi:nan +opt_step:15000 lr:0.0003 alpha:0.03315 +2026-02-10 23:46:35 | INFO | PID:3369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:341.70 total_reward_ma:266.09 loss:-25.9 fps:323.4 +frame:2.60e+05 wall_t:804 t:16250 epi:nan +opt_step:15625 lr:0.0003 alpha:0.02917 +2026-02-10 23:47:06 | INFO | PID:3369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:370.70 total_reward_ma:269.97 loss:-25.52 fps:323 +frame:2.70e+05 wall_t:836 t:16875 epi:nan +opt_step:16250 lr:0.0003 alpha:0.02578 +2026-02-10 23:47:36 | INFO | PID:3369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:359.20 total_reward_ma:273.16 loss:-25.11 fps:323.7 +frame:2.80e+05 wall_t:865 t:17500 epi:nan +opt_step:16875 lr:0.0003 alpha:0.02269 +2026-02-10 23:48:05 | INFO | PID:3369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:377.50 total_reward_ma:276.75 loss:-24.97 fps:324 +frame:2.90e+05 wall_t:895 t:18125 epi:nan +opt_step:17500 lr:0.0003 alpha:0.02005 +2026-02-10 23:48:35 | INFO | PID:3369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:368.50 total_reward_ma:279.81 loss:-24.13 fps:324.3 +frame:3.00e+05 wall_t:925 t:18750 epi:nan +opt_step:18125 lr:0.0003 alpha:0.01783 +2026-02-10 23:49:05 | INFO | PID:3369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:391.20 total_reward_ma:283.40 loss:-23.54 fps:324.6 +frame:3.10e+05 wall_t:955 t:19375 epi:nan +opt_step:18750 lr:0.0003 alpha:0.01586 +2026-02-10 23:49:36 | INFO | PID:3369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:399.00 total_reward_ma:287.02 loss:-22.78 fps:324.9 +frame:3.20e+05 wall_t:985 t:20000 epi:nan +opt_step:19375 lr:0.0003 alpha:0.01429 +2026-02-10 23:50:05 | INFO | PID:3369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:411.70 total_reward_ma:290.80 loss:-22.56 fps:325.1 +frame:3.30e+05 wall_t:1015 t:20625 epi:nan +opt_step:20000 lr:0.0003 alpha:0.01292 +2026-02-10 23:50:35 | INFO | PID:3369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:445.80 total_reward_ma:295.35 loss:-22.06 fps:325.4 +frame:3.40e+05 wall_t:1045 t:21250 epi:nan +opt_step:20625 lr:0.0003 alpha:0.01178 +2026-02-10 23:51:05 | INFO | PID:3369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:491.60 total_reward_ma:300.96 loss:-21.7 fps:325.6 +frame:3.50e+05 wall_t:1075 t:21875 epi:nan +opt_step:21250 lr:0.0003 alpha:0.01083 +2026-02-10 23:51:35 | INFO | PID:3369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:514.70 total_reward_ma:306.90 loss:-21.11 fps:325.8 +frame:3.60e+05 wall_t:1105 t:22500 epi:nan +opt_step:21875 lr:0.0003 alpha:0.009961 +2026-02-10 23:52:05 | INFO | PID:3369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:538.80 total_reward_ma:313.17 loss:-20.68 fps:326 +frame:3.70e+05 wall_t:1135 t:23125 epi:nan +opt_step:22500 lr:0.0003 alpha:0.009347 +2026-02-10 23:52:36 | INFO | PID:3369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:547.40 total_reward_ma:319.33 loss:-20.26 fps:325.9 +frame:3.80e+05 wall_t:1166 t:23750 epi:nan +opt_step:23125 lr:0.0003 alpha:0.008622 +2026-02-10 23:53:07 | INFO | PID:3369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:584.90 total_reward_ma:326.14 loss:-19.46 fps:326.1 +frame:3.90e+05 wall_t:1196 t:24375 epi:nan +opt_step:23750 lr:0.0003 alpha:0.00826 +2026-02-10 23:53:38 | INFO | PID:3369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:598.30 total_reward_ma:332.94 loss:-19.26 fps:326 +frame:4.00e+05 wall_t:1227 t:25000 epi:nan +opt_step:24375 lr:0.0003 alpha:0.00798 +2026-02-10 23:54:07 | INFO | PID:3369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:607.50 total_reward_ma:339.64 loss:-18.62 fps:326.4 +frame:4.10e+05 wall_t:1256 t:25625 epi:nan +opt_step:25000 lr:0.0003 alpha:0.007691 +2026-02-10 23:54:37 | INFO | PID:3369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:620.40 total_reward_ma:346.32 loss:-18.56 fps:326.6 +frame:4.20e+05 wall_t:1286 t:26250 epi:nan +opt_step:25625 lr:0.0003 alpha:0.007834 +2026-02-10 23:55:07 | INFO | PID:3369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:657.00 total_reward_ma:353.55 loss:-17.88 fps:326.7 +frame:4.30e+05 wall_t:1316 t:26875 epi:nan +opt_step:26250 lr:0.0003 alpha:0.007946 +2026-02-10 23:55:37 | INFO | PID:3369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:715.40 total_reward_ma:361.77 loss:-17.62 fps:326.9 +frame:4.40e+05 wall_t:1346 t:27500 epi:nan +opt_step:26875 lr:0.0003 alpha:0.007524 +2026-02-10 23:56:08 | INFO | PID:3369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:724.90 total_reward_ma:369.84 loss:-17.72 fps:326.8 +frame:4.50e+05 wall_t:1377 t:28125 epi:nan +opt_step:27500 lr:0.0003 alpha:0.007697 +2026-02-10 23:56:39 | INFO | PID:3369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:736.40 total_reward_ma:377.81 loss:-17.27 fps:326.7 +frame:4.60e+05 wall_t:1408 t:28750 epi:nan +opt_step:28125 lr:0.0003 alpha:0.007672 +2026-02-10 23:57:09 | INFO | PID:3369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:746.70 total_reward_ma:385.66 loss:-16.55 fps:326.6 +frame:4.70e+05 wall_t:1439 t:29375 epi:nan +opt_step:28750 lr:0.0003 alpha:0.008412 +2026-02-10 23:57:39 | INFO | PID:3369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:771.20 total_reward_ma:393.69 loss:-15.88 fps:326.8 +frame:4.80e+05 wall_t:1469 t:30000 epi:nan +opt_step:29375 lr:0.0003 alpha:0.008722 +2026-02-10 23:58:10 | INFO | PID:3369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:784.10 total_reward_ma:401.66 loss:-15.49 fps:326.7 +frame:4.90e+05 wall_t:1500 t:30625 epi:nan +opt_step:30000 lr:0.0003 alpha:0.008819 +2026-02-10 23:58:41 | INFO | PID:3369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:785.90 total_reward_ma:409.34 loss:-15.25 fps:326.8 +frame:5.00e+05 wall_t:1530 t:31250 epi:nan +opt_step:30625 lr:0.0003 alpha:0.009275 +2026-02-10 23:59:10 | INFO | PID:3369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:798.90 total_reward_ma:416.98 loss:-15.42 fps:326.9 +frame:5.10e+05 wall_t:1560 t:31875 epi:nan +opt_step:31250 lr:0.0003 alpha:0.009375 +2026-02-10 23:59:40 | INFO | PID:3369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:799.40 total_reward_ma:424.34 loss:-14.64 fps:327.2 +frame:5.20e+05 wall_t:1589 t:32500 epi:nan +opt_step:31875 lr:0.0003 alpha:0.009837 +2026-02-11 00:00:09 | INFO | PID:3369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:822.00 total_reward_ma:431.84 loss:-14.37 fps:327.4 +frame:5.30e+05 wall_t:1619 t:33125 epi:nan +opt_step:32500 lr:0.0003 alpha:0.01016 +2026-02-11 00:00:39 | INFO | PID:3369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:830.50 total_reward_ma:439.22 loss:-14.39 fps:327.7 +frame:5.40e+05 wall_t:1648 t:33750 epi:nan +opt_step:33125 lr:0.0003 alpha:0.01027 +2026-02-11 00:01:09 | INFO | PID:3369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:819.60 total_reward_ma:446.14 loss:-13.6 fps:327.8 +frame:5.50e+05 wall_t:1678 t:34375 epi:nan +opt_step:33750 lr:0.0003 alpha:0.01077 +2026-02-11 00:01:39 | INFO | PID:3369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:830.80 total_reward_ma:453.01 loss:-13.33 fps:327.7 +frame:5.60e+05 wall_t:1709 t:35000 epi:nan +opt_step:34375 lr:0.0003 alpha:0.01172 +2026-02-11 00:02:10 | INFO | PID:3369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:804.20 total_reward_ma:459.17 loss:-13.27 fps:327.8 +frame:5.70e+05 wall_t:1739 t:35625 epi:nan +opt_step:35000 lr:0.0003 alpha:0.01196 +2026-02-11 00:02:40 | INFO | PID:3369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:807.20 total_reward_ma:465.17 loss:-12.91 fps:327.9 +frame:5.80e+05 wall_t:1769 t:36250 epi:nan +opt_step:35625 lr:0.0003 alpha:0.01146 +2026-02-11 00:03:10 | INFO | PID:3369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:822.40 total_reward_ma:471.22 loss:-12.36 fps:327.8 +frame:5.90e+05 wall_t:1800 t:36875 epi:nan +opt_step:36250 lr:0.0003 alpha:0.01198 +2026-02-11 00:03:40 | INFO | PID:3369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:842.30 total_reward_ma:477.41 loss:-12.74 fps:327.9 +frame:6.00e+05 wall_t:1830 t:37500 epi:nan +opt_step:36875 lr:0.0003 alpha:0.0129 +2026-02-11 00:04:10 | INFO | PID:3369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:851.00 total_reward_ma:483.53 loss:-12.6 fps:328 +frame:6.10e+05 wall_t:1860 t:38125 epi:nan +opt_step:37500 lr:0.0003 alpha:0.01307 +2026-02-11 00:04:41 | INFO | PID:3369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:841.40 total_reward_ma:489.31 loss:-12.14 fps:328 +frame:6.20e+05 wall_t:1890 t:38750 epi:nan +opt_step:38125 lr:0.0003 alpha:0.01318 +2026-02-11 00:05:11 | INFO | PID:3369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:854.10 total_reward_ma:495.10 loss:-11.57 fps:328 +frame:6.30e+05 wall_t:1921 t:39375 epi:nan +opt_step:38750 lr:0.0003 alpha:0.01289 +2026-02-11 00:05:41 | INFO | PID:3369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:897.20 total_reward_ma:501.38 loss:-11.25 fps:328 +frame:6.40e+05 wall_t:1951 t:40000 epi:nan +opt_step:39375 lr:0.0003 alpha:0.01284 +2026-02-11 00:06:11 | INFO | PID:3369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:910.80 total_reward_ma:507.68 loss:-11.52 fps:328.1 +frame:6.50e+05 wall_t:1981 t:40625 epi:nan +opt_step:40000 lr:0.0003 alpha:0.01328 +2026-02-11 00:06:41 | INFO | PID:3369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:953.20 total_reward_ma:514.43 loss:-10.96 fps:328.2 +frame:6.60e+05 wall_t:2011 t:41250 epi:nan +opt_step:40625 lr:0.0003 alpha:0.0134 +2026-02-11 00:07:11 | INFO | PID:3369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:954.80 total_reward_ma:521.00 loss:-10.94 fps:328.4 +frame:6.70e+05 wall_t:2040 t:41875 epi:nan +opt_step:41250 lr:0.0003 alpha:0.01405 +2026-02-11 00:07:41 | INFO | PID:3369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:935.00 total_reward_ma:527.09 loss:-11.2 fps:328.5 +frame:6.80e+05 wall_t:2070 t:42500 epi:nan +opt_step:41875 lr:0.0003 alpha:0.01411 +2026-02-11 00:08:11 | INFO | PID:3369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:940.90 total_reward_ma:533.09 loss:-10.07 fps:328.6 +frame:6.90e+05 wall_t:2100 t:43125 epi:nan +opt_step:42500 lr:0.0003 alpha:0.01365 +2026-02-11 00:08:41 | INFO | PID:3369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:941.00 total_reward_ma:538.91 loss:-9.977 fps:328.6 +frame:7.00e+05 wall_t:2130 t:43750 epi:nan +opt_step:43125 lr:0.0003 alpha:0.01467 +2026-02-11 00:09:11 | INFO | PID:3369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:907.30 total_reward_ma:544.10 loss:-9.833 fps:328.6 +frame:7.10e+05 wall_t:2161 t:44375 epi:nan +opt_step:43750 lr:0.0003 alpha:0.01499 +2026-02-11 00:09:41 | INFO | PID:3369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:855.00 total_reward_ma:548.42 loss:-9.428 fps:328.6 +frame:7.20e+05 wall_t:2191 t:45000 epi:nan +opt_step:44375 lr:0.0003 alpha:0.01579 +2026-02-11 00:10:12 | INFO | PID:3369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:862.80 total_reward_ma:552.73 loss:-9.07 fps:328.7 +frame:7.30e+05 wall_t:2221 t:45625 epi:nan +opt_step:45000 lr:0.0003 alpha:0.01666 +2026-02-11 00:10:43 | INFO | PID:3369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:850.10 total_reward_ma:556.75 loss:-8.974 fps:328.6 +frame:7.40e+05 wall_t:2252 t:46250 epi:nan +opt_step:45625 lr:0.0003 alpha:0.01696 +2026-02-11 00:11:13 | INFO | PID:3369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:907.60 total_reward_ma:561.42 loss:-9.374 fps:328.5 +frame:7.50e+05 wall_t:2283 t:46875 epi:nan +opt_step:46250 lr:0.0003 alpha:0.01705 +2026-02-11 00:11:44 | INFO | PID:3369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:935.00 total_reward_ma:566.34 loss:-9.412 fps:328.6 +frame:7.60e+05 wall_t:2313 t:47500 epi:nan +opt_step:46875 lr:0.0003 alpha:0.01811 +2026-02-11 00:12:14 | INFO | PID:3369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:932.20 total_reward_ma:571.09 loss:-9.311 fps:328.6 +frame:7.70e+05 wall_t:2343 t:48125 epi:nan +opt_step:47500 lr:0.0003 alpha:0.01837 +2026-02-11 00:12:44 | INFO | PID:3369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:999.70 total_reward_ma:576.59 loss:-8.292 fps:328.7 +frame:7.80e+05 wall_t:2373 t:48750 epi:nan +opt_step:48125 lr:0.0003 alpha:0.01896 +2026-02-11 00:13:14 | INFO | PID:3369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:1047.70 total_reward_ma:582.55 loss:-8.629 fps:328.6 +frame:7.90e+05 wall_t:2404 t:49375 epi:nan +opt_step:48750 lr:0.0003 alpha:0.01932 +2026-02-11 00:13:45 | INFO | PID:3369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:1115.30 total_reward_ma:589.21 loss:-7.944 fps:328.7 +frame:8.00e+05 wall_t:2434 t:50000 epi:nan +opt_step:49375 lr:0.0003 alpha:0.01951 +2026-02-11 00:14:15 | INFO | PID:3369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:1125.60 total_reward_ma:595.83 loss:-8.56 fps:328.7 +frame:8.10e+05 wall_t:2464 t:50625 epi:nan +opt_step:50000 lr:0.0003 alpha:0.02086 +2026-02-11 00:14:44 | INFO | PID:3369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:1066.10 total_reward_ma:601.57 loss:-8.429 fps:328.9 +frame:8.20e+05 wall_t:2493 t:51250 epi:nan +opt_step:50625 lr:0.0003 alpha:0.02091 +2026-02-11 00:15:14 | INFO | PID:3369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:1078.00 total_reward_ma:607.31 loss:-7.498 fps:328.8 +frame:8.30e+05 wall_t:2524 t:51875 epi:nan +opt_step:51250 lr:0.0003 alpha:0.02123 +2026-02-11 00:15:44 | INFO | PID:3369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:1104.00 total_reward_ma:613.22 loss:-8.088 fps:329 +frame:8.40e+05 wall_t:2553 t:52500 epi:nan +opt_step:51875 lr:0.0003 alpha:0.02217 +2026-02-11 00:16:14 | INFO | PID:3369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:1062.20 total_reward_ma:618.50 loss:-7.985 fps:329.1 +frame:8.50e+05 wall_t:2583 t:53125 epi:nan +opt_step:52500 lr:0.0003 alpha:0.0222 +2026-02-11 00:16:44 | INFO | PID:3369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:1051.60 total_reward_ma:623.54 loss:-7.489 fps:329.1 +frame:8.60e+05 wall_t:2613 t:53750 epi:nan +opt_step:53125 lr:0.0003 alpha:0.02291 +2026-02-11 00:17:15 | INFO | PID:3369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:979.70 total_reward_ma:627.63 loss:-7.039 fps:329 +frame:8.70e+05 wall_t:2644 t:54375 epi:nan +opt_step:53750 lr:0.0003 alpha:0.02423 +2026-02-11 00:17:44 | INFO | PID:3369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:971.80 total_reward_ma:631.54 loss:-7.24 fps:329.1 +frame:8.80e+05 wall_t:2674 t:55000 epi:nan +opt_step:54375 lr:0.0003 alpha:0.02466 +2026-02-11 00:18:14 | INFO | PID:3369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:983.50 total_reward_ma:635.50 loss:-7.04 fps:329.1 +frame:8.90e+05 wall_t:2704 t:55625 epi:nan +opt_step:55000 lr:0.0003 alpha:0.02386 +2026-02-11 00:18:44 | INFO | PID:3369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:921.80 total_reward_ma:638.68 loss:-7.174 fps:329.3 +frame:9.00e+05 wall_t:2733 t:56250 epi:nan +opt_step:55625 lr:0.0003 alpha:0.02409 +2026-02-11 00:19:14 | INFO | PID:3369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:928.40 total_reward_ma:641.86 loss:-6.861 fps:329.4 +frame:9.10e+05 wall_t:2763 t:56875 epi:nan +opt_step:56250 lr:0.0003 alpha:0.02521 +2026-02-11 00:19:44 | INFO | PID:3369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:919.70 total_reward_ma:644.88 loss:-6.763 fps:329.3 +frame:9.20e+05 wall_t:2794 t:57500 epi:nan +opt_step:56875 lr:0.0003 alpha:0.02527 +2026-02-11 00:20:15 | INFO | PID:3369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:926.00 total_reward_ma:647.90 loss:-6.655 fps:329.3 +frame:9.30e+05 wall_t:2824 t:58125 epi:nan +opt_step:57500 lr:0.0003 alpha:0.02497 +2026-02-11 00:20:44 | INFO | PID:3369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:978.10 total_reward_ma:651.42 loss:-6.526 fps:329.4 +frame:9.40e+05 wall_t:2854 t:58750 epi:nan +opt_step:58125 lr:0.0003 alpha:0.02629 +2026-02-11 00:21:13 | INFO | PID:3369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:966.70 total_reward_ma:654.74 loss:-6.165 fps:329.5 +frame:9.50e+05 wall_t:2883 t:59375 epi:nan +opt_step:58750 lr:0.0003 alpha:0.02599 +2026-02-11 00:21:43 | INFO | PID:3369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:970.20 total_reward_ma:658.02 loss:-7.519 fps:329.6 +frame:9.60e+05 wall_t:2913 t:60000 epi:nan +opt_step:59375 lr:0.0003 alpha:0.02589 +2026-02-11 00:22:14 | INFO | PID:3369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:1031.30 total_reward_ma:661.87 loss:-6.606 fps:329.5 +frame:9.70e+05 wall_t:2944 t:60625 epi:nan +opt_step:60000 lr:0.0003 alpha:0.02614 +2026-02-11 00:22:45 | INFO | PID:3369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:1015.90 total_reward_ma:665.48 loss:-6.351 fps:329.5 +frame:9.80e+05 wall_t:2974 t:61250 epi:nan +opt_step:60625 lr:0.0003 alpha:0.02608 +2026-02-11 00:23:14 | INFO | PID:3369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:1015.30 total_reward_ma:669.02 loss:-6.282 fps:329.6 +frame:9.90e+05 wall_t:3004 t:61875 epi:nan +opt_step:61250 lr:0.0003 alpha:0.02746 +2026-02-11 00:23:44 | INFO | PID:3369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:983.90 total_reward_ma:672.16 loss:-6.237 fps:329.6 +frame:1.00e+06 wall_t:3034 t:62500 epi:nan +opt_step:61875 lr:0.0003 alpha:0.02684 +2026-02-11 00:24:14 | INFO | PID:3369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:958.40 total_reward_ma:679.11 loss:-7.052 fps:329.6 +frame:1.01e+06 wall_t:3064 t:63125 epi:nan +opt_step:62500 lr:0.0003 alpha:0.02823 +2026-02-11 00:24:44 | INFO | PID:3369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:989.60 total_reward_ma:686.53 loss:-6.798 fps:329.7 +frame:1.02e+06 wall_t:3094 t:63750 epi:nan +opt_step:63125 lr:0.0003 alpha:0.0293 +2026-02-11 00:25:14 | INFO | PID:3369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:986.20 total_reward_ma:693.92 loss:-7.105 fps:329.7 +frame:1.03e+06 wall_t:3124 t:64375 epi:nan +opt_step:63750 lr:0.0003 alpha:0.03076 +2026-02-11 00:25:45 | INFO | PID:3369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:987.50 total_reward_ma:701.38 loss:-7.325 fps:329.7 +frame:1.04e+06 wall_t:3154 t:65000 epi:nan +opt_step:64375 lr:0.0003 alpha:0.02995 +2026-02-11 00:26:15 | INFO | PID:3369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:1022.60 total_reward_ma:709.16 loss:-6.915 fps:329.7 +frame:1.05e+06 wall_t:3185 t:65625 epi:nan +opt_step:65000 lr:0.0003 alpha:0.03034 +2026-02-11 00:26:45 | INFO | PID:3369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:1092.30 total_reward_ma:717.66 loss:-7.256 fps:329.8 +frame:1.06e+06 wall_t:3214 t:66250 epi:nan +opt_step:65625 lr:0.0003 alpha:0.03058 +2026-02-11 00:27:15 | INFO | PID:3369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:1097.20 total_reward_ma:726.19 loss:-6.37 fps:329.8 +frame:1.07e+06 wall_t:3244 t:66875 epi:nan +opt_step:66250 lr:0.0003 alpha:0.03133 +2026-02-11 00:27:44 | INFO | PID:3369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:1065.10 total_reward_ma:734.39 loss:-7.054 fps:329.9 +frame:1.08e+06 wall_t:3274 t:67500 epi:nan +opt_step:66875 lr:0.0003 alpha:0.03134 +2026-02-11 00:28:14 | INFO | PID:3369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:1071.10 total_reward_ma:742.68 loss:-7.328 fps:330 +frame:1.09e+06 wall_t:3303 t:68125 epi:nan +opt_step:67500 lr:0.0003 alpha:0.03192 +2026-02-11 00:28:44 | INFO | PID:3369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:1087.20 total_reward_ma:751.10 loss:-6.905 fps:329.9 +frame:1.10e+06 wall_t:3334 t:68750 epi:nan +opt_step:68125 lr:0.0003 alpha:0.03333 +2026-02-11 00:29:14 | INFO | PID:3369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:1087.90 total_reward_ma:759.52 loss:-6.701 fps:330 +frame:1.11e+06 wall_t:3364 t:69375 epi:nan +opt_step:68750 lr:0.0003 alpha:0.03392 +2026-02-11 00:29:44 | INFO | PID:3369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:1038.40 total_reward_ma:767.39 loss:-7.361 fps:330 +frame:1.12e+06 wall_t:3394 t:70000 epi:nan +opt_step:69375 lr:0.0003 alpha:0.03478 +2026-02-11 00:30:14 | INFO | PID:3369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:993.20 total_reward_ma:774.86 loss:-7.515 fps:330.1 +frame:1.13e+06 wall_t:3423 t:70625 epi:nan +opt_step:70000 lr:0.0003 alpha:0.03602 +2026-02-11 00:30:43 | INFO | PID:3369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:1016.10 total_reward_ma:782.55 loss:-7.492 fps:330.1 +frame:1.14e+06 wall_t:3453 t:71250 epi:nan +opt_step:70625 lr:0.0003 alpha:0.03621 +2026-02-11 00:31:14 | INFO | PID:3369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:1018.50 total_reward_ma:790.25 loss:-7.292 fps:330.2 +frame:1.15e+06 wall_t:3483 t:71875 epi:nan +opt_step:71250 lr:0.0003 alpha:0.03645 +2026-02-11 00:31:44 | INFO | PID:3369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:1037.20 total_reward_ma:797.79 loss:-8.116 fps:330.1 +frame:1.16e+06 wall_t:3514 t:72500 epi:nan +opt_step:71875 lr:0.0003 alpha:0.03724 +2026-02-11 00:32:14 | INFO | PID:3369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:1090.40 total_reward_ma:805.88 loss:-8.019 fps:330.2 +frame:1.17e+06 wall_t:3543 t:73125 epi:nan +opt_step:72500 lr:0.0003 alpha:0.03761 +2026-02-11 00:32:43 | INFO | PID:3369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:1126.70 total_reward_ma:814.19 loss:-8.264 fps:330.3 +frame:1.18e+06 wall_t:3573 t:73750 epi:nan +opt_step:73125 lr:0.0003 alpha:0.03798 +2026-02-11 00:33:13 | INFO | PID:3369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:1192.90 total_reward_ma:823.17 loss:-8.301 fps:330.4 +frame:1.19e+06 wall_t:3602 t:74375 epi:nan +opt_step:73750 lr:0.0003 alpha:0.039 +2026-02-11 00:33:42 | INFO | PID:3369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:1304.60 total_reward_ma:833.26 loss:-8.254 fps:330.4 +frame:1.20e+06 wall_t:3632 t:75000 epi:nan +opt_step:74375 lr:0.0003 alpha:0.0383 +2026-02-11 00:34:13 | INFO | PID:3369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:1287.80 total_reward_ma:843.51 loss:-8.476 fps:330.4 +frame:1.21e+06 wall_t:3662 t:75625 epi:nan +opt_step:75000 lr:0.0003 alpha:0.03903 +2026-02-11 00:34:42 | INFO | PID:3369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:1343.00 total_reward_ma:854.27 loss:-8.356 fps:330.4 +frame:1.22e+06 wall_t:3692 t:76250 epi:nan +opt_step:75625 lr:0.0003 alpha:0.04039 +2026-02-11 00:35:12 | INFO | PID:3369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:1436.60 total_reward_ma:865.87 loss:-8.971 fps:330.5 +frame:1.23e+06 wall_t:3722 t:76875 epi:nan +opt_step:76250 lr:0.0003 alpha:0.04136 +2026-02-11 00:35:42 | INFO | PID:3369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:1418.00 total_reward_ma:877.18 loss:-8.695 fps:330.5 +frame:1.24e+06 wall_t:3752 t:77500 epi:nan +opt_step:76875 lr:0.0003 alpha:0.04336 +2026-02-11 00:36:12 | INFO | PID:3369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:1458.50 total_reward_ma:888.47 loss:-8.909 fps:330.6 +frame:1.25e+06 wall_t:3781 t:78125 epi:nan +opt_step:77500 lr:0.0003 alpha:0.04395 +2026-02-11 00:36:41 | INFO | PID:3369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:1463.20 total_reward_ma:899.68 loss:-10.1 fps:330.6 +frame:1.26e+06 wall_t:3811 t:78750 epi:nan +opt_step:78125 lr:0.0003 alpha:0.04622 +2026-02-11 00:37:11 | INFO | PID:3369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:1431.40 total_reward_ma:910.29 loss:-9.729 fps:330.7 +frame:1.27e+06 wall_t:3840 t:79375 epi:nan +opt_step:78750 lr:0.0003 alpha:0.0467 +2026-02-11 00:37:41 | INFO | PID:3369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:1478.40 total_reward_ma:921.48 loss:-9.654 fps:330.7 +frame:1.28e+06 wall_t:3870 t:80000 epi:nan +opt_step:79375 lr:0.0003 alpha:0.04851 +2026-02-11 00:38:11 | INFO | PID:3369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:1567.50 total_reward_ma:933.38 loss:-10.48 fps:330.7 +frame:1.29e+06 wall_t:3901 t:80625 epi:nan +opt_step:80000 lr:0.0003 alpha:0.04898 +2026-02-11 00:38:41 | INFO | PID:3369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:1572.90 total_reward_ma:945.42 loss:-10.58 fps:330.8 +frame:1.30e+06 wall_t:3930 t:81250 epi:nan +opt_step:80625 lr:0.0003 alpha:0.04882 +2026-02-11 00:39:11 | INFO | PID:3369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:1551.80 total_reward_ma:957.03 loss:-9.405 fps:330.8 +frame:1.31e+06 wall_t:3960 t:81875 epi:nan +opt_step:81250 lr:0.0003 alpha:0.04913 +2026-02-11 00:39:41 | INFO | PID:3369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:1537.60 total_reward_ma:968.42 loss:-10.13 fps:330.7 +frame:1.32e+06 wall_t:3991 t:82500 epi:nan +opt_step:81875 lr:0.0003 alpha:0.04962 +2026-02-11 00:40:12 | INFO | PID:3369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:1530.00 total_reward_ma:979.60 loss:-10.31 fps:330.8 +frame:1.33e+06 wall_t:4021 t:83125 epi:nan +opt_step:82500 lr:0.0003 alpha:0.05064 +2026-02-11 00:40:42 | INFO | PID:3369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:1543.30 total_reward_ma:990.58 loss:-10.13 fps:330.8 +frame:1.34e+06 wall_t:4051 t:83750 epi:nan +opt_step:83125 lr:0.0003 alpha:0.05078 +2026-02-11 00:41:11 | INFO | PID:3369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:1596.40 total_reward_ma:1001.62 loss:-10.71 fps:330.8 +frame:1.35e+06 wall_t:4081 t:84375 epi:nan +opt_step:83750 lr:0.0003 alpha:0.05181 +2026-02-11 00:41:41 | INFO | PID:3369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:1588.20 total_reward_ma:1012.36 loss:-11.59 fps:330.8 +frame:1.36e+06 wall_t:4111 t:85000 epi:nan +opt_step:84375 lr:0.0003 alpha:0.05192 +2026-02-11 00:42:12 | INFO | PID:3369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:1588.90 total_reward_ma:1022.86 loss:-11.69 fps:330.8 +frame:1.37e+06 wall_t:4141 t:85625 epi:nan +opt_step:85000 lr:0.0003 alpha:0.05316 +2026-02-11 00:42:42 | INFO | PID:3369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:1732.70 total_reward_ma:1034.71 loss:-10.98 fps:330.9 +frame:1.38e+06 wall_t:4171 t:86250 epi:nan +opt_step:85625 lr:0.0003 alpha:0.0529 +2026-02-11 00:43:11 | INFO | PID:3369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:1760.90 total_reward_ma:1046.47 loss:-11.9 fps:330.9 +frame:1.39e+06 wall_t:4201 t:86875 epi:nan +opt_step:86250 lr:0.0003 alpha:0.05204 +2026-02-11 00:43:41 | INFO | PID:3369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:1857.70 total_reward_ma:1059.07 loss:-12.44 fps:330.9 +frame:1.40e+06 wall_t:4231 t:87500 epi:nan +opt_step:86875 lr:0.0003 alpha:0.05252 +2026-02-11 00:44:11 | INFO | PID:3369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:1894.00 total_reward_ma:1071.93 loss:-11.69 fps:331 +frame:1.41e+06 wall_t:4260 t:88125 epi:nan +opt_step:87500 lr:0.0003 alpha:0.05176 +2026-02-11 00:44:41 | INFO | PID:3369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:1916.00 total_reward_ma:1084.89 loss:-12.41 fps:331 +frame:1.42e+06 wall_t:4290 t:88750 epi:nan +opt_step:88125 lr:0.0003 alpha:0.05369 +2026-02-11 00:45:12 | INFO | PID:3369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:1948.10 total_reward_ma:1097.80 loss:-13.1 fps:330.9 +frame:1.43e+06 wall_t:4322 t:89375 epi:nan +opt_step:88750 lr:0.0003 alpha:0.05442 +2026-02-11 00:45:43 | INFO | PID:3369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:2020.50 total_reward_ma:1110.85 loss:-12.86 fps:330.9 +frame:1.44e+06 wall_t:4352 t:90000 epi:nan +opt_step:89375 lr:0.0003 alpha:0.05384 +2026-02-11 00:46:12 | INFO | PID:3369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:1916.40 total_reward_ma:1122.76 loss:-12.78 fps:331 +frame:1.45e+06 wall_t:4381 t:90625 epi:nan +opt_step:90000 lr:0.0003 alpha:0.05273 +2026-02-11 00:46:41 | INFO | PID:3369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:1859.90 total_reward_ma:1134.00 loss:-13.72 fps:331 +frame:1.46e+06 wall_t:4411 t:91250 epi:nan +opt_step:90625 lr:0.0003 alpha:0.05249 +2026-02-11 00:47:12 | INFO | PID:3369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:1832.50 total_reward_ma:1144.86 loss:-13.24 fps:331 +frame:1.47e+06 wall_t:4441 t:91875 epi:nan +opt_step:91250 lr:0.0003 alpha:0.05173 +2026-02-11 00:47:42 | INFO | PID:3369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:1846.60 total_reward_ma:1155.61 loss:-12.98 fps:331 +frame:1.48e+06 wall_t:4471 t:92500 epi:nan +opt_step:91875 lr:0.0003 alpha:0.05226 +2026-02-11 00:48:11 | INFO | PID:3369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:1875.90 total_reward_ma:1166.53 loss:-13.3 fps:331.1 +frame:1.49e+06 wall_t:4500 t:93125 epi:nan +opt_step:92500 lr:0.0003 alpha:0.05221 +2026-02-11 00:48:41 | INFO | PID:3369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:1884.50 total_reward_ma:1177.52 loss:-13.96 fps:331.1 +frame:1.50e+06 wall_t:4531 t:93750 epi:nan +opt_step:93125 lr:0.0003 alpha:0.05342 +2026-02-11 00:49:12 | INFO | PID:3369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:1949.30 total_reward_ma:1189.02 loss:-13.63 fps:331.1 +frame:1.51e+06 wall_t:4561 t:94375 epi:nan +opt_step:93750 lr:0.0003 alpha:0.05373 +2026-02-11 00:49:41 | INFO | PID:3369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:1991.20 total_reward_ma:1200.94 loss:-14.86 fps:331.1 +frame:1.52e+06 wall_t:4591 t:95000 epi:nan +opt_step:94375 lr:0.0003 alpha:0.05267 +2026-02-11 00:50:12 | INFO | PID:3369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:2019.10 total_reward_ma:1212.91 loss:-13.78 fps:331.1 +frame:1.53e+06 wall_t:4621 t:95625 epi:nan +opt_step:95000 lr:0.0003 alpha:0.05259 +2026-02-11 00:50:42 | INFO | PID:3369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:2033.70 total_reward_ma:1224.94 loss:-14.06 fps:331.1 +frame:1.54e+06 wall_t:4651 t:96250 epi:nan +opt_step:95625 lr:0.0003 alpha:0.05377 +2026-02-11 00:51:12 | INFO | PID:3369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:2100.30 total_reward_ma:1237.75 loss:-14.58 fps:331.1 +frame:1.55e+06 wall_t:4681 t:96875 epi:nan +opt_step:96250 lr:0.0003 alpha:0.05238 +2026-02-11 00:51:42 | INFO | PID:3369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:2180.80 total_reward_ma:1251.25 loss:-14.41 fps:331.1 +frame:1.56e+06 wall_t:4712 t:97500 epi:nan +opt_step:96875 lr:0.0003 alpha:0.05308 +2026-02-11 00:52:12 | INFO | PID:3369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:2198.90 total_reward_ma:1265.19 loss:-13.41 fps:331.2 +frame:1.57e+06 wall_t:4741 t:98125 epi:nan +opt_step:97500 lr:0.0003 alpha:0.05422 +2026-02-11 00:52:42 | INFO | PID:3369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:2252.10 total_reward_ma:1279.64 loss:-13.55 fps:331.2 +frame:1.58e+06 wall_t:4771 t:98750 epi:nan +opt_step:98125 lr:0.0003 alpha:0.05441 +2026-02-11 00:53:13 | INFO | PID:3369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:2220.80 total_reward_ma:1293.63 loss:-14.02 fps:331.1 +frame:1.59e+06 wall_t:4802 t:99375 epi:nan +opt_step:98750 lr:0.0003 alpha:0.05488 +2026-02-11 00:53:43 | INFO | PID:3369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:2188.50 total_reward_ma:1307.09 loss:-14.57 fps:331.1 +frame:1.60e+06 wall_t:4832 t:100000 epi:nan +opt_step:99375 lr:0.0003 alpha:0.05407 +2026-02-11 00:54:12 | INFO | PID:3369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:2162.10 total_reward_ma:1320.20 loss:-14.43 fps:331.1 +frame:1.61e+06 wall_t:4862 t:100625 epi:nan +opt_step:100000 lr:0.0003 alpha:0.05351 +2026-02-11 00:54:43 | INFO | PID:3369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:2195.40 total_reward_ma:1333.74 loss:-14.9 fps:331.1 +frame:1.62e+06 wall_t:4893 t:101250 epi:nan +opt_step:100625 lr:0.0003 alpha:0.05308 +2026-02-11 00:55:14 | INFO | PID:3369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:2203.20 total_reward_ma:1347.23 loss:-12.95 fps:331.1 +frame:1.63e+06 wall_t:4923 t:101875 epi:nan +opt_step:101250 lr:0.0003 alpha:0.05335 +2026-02-11 00:55:43 | INFO | PID:3369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:2163.10 total_reward_ma:1359.89 loss:-15.16 fps:331.1 +frame:1.64e+06 wall_t:4953 t:102500 epi:nan +opt_step:101875 lr:0.0003 alpha:0.05414 +2026-02-11 00:56:13 | INFO | PID:3369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:2112.10 total_reward_ma:1371.90 loss:-15.02 fps:331.2 +frame:1.65e+06 wall_t:4982 t:103125 epi:nan +opt_step:102500 lr:0.0003 alpha:0.05483 +2026-02-11 00:56:44 | INFO | PID:3369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:2059.40 total_reward_ma:1382.96 loss:-13.78 fps:331.1 +frame:1.66e+06 wall_t:5013 t:103750 epi:nan +opt_step:103125 lr:0.0003 alpha:0.05395 +2026-02-11 00:57:13 | INFO | PID:3369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:2054.60 total_reward_ma:1393.96 loss:-14.72 fps:331.2 +frame:1.67e+06 wall_t:5043 t:104375 epi:nan +opt_step:103750 lr:0.0003 alpha:0.05378 +2026-02-11 00:57:43 | INFO | PID:3369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:2083.40 total_reward_ma:1405.45 loss:-14.62 fps:331.2 +frame:1.68e+06 wall_t:5073 t:105000 epi:nan +opt_step:104375 lr:0.0003 alpha:0.05329 +2026-02-11 00:58:13 | INFO | PID:3369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:2124.70 total_reward_ma:1417.29 loss:-14.47 fps:331.2 +frame:1.69e+06 wall_t:5102 t:105625 epi:nan +opt_step:105000 lr:0.0003 alpha:0.05244 +2026-02-11 00:58:43 | INFO | PID:3369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:2102.60 total_reward_ma:1428.90 loss:-15.69 fps:331.3 +frame:1.70e+06 wall_t:5132 t:106250 epi:nan +opt_step:105625 lr:0.0003 alpha:0.05353 +2026-02-11 00:59:13 | INFO | PID:3369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:2084.70 total_reward_ma:1440.68 loss:-15.29 fps:331.3 +frame:1.71e+06 wall_t:5162 t:106875 epi:nan +opt_step:106250 lr:0.0003 alpha:0.05472 +2026-02-11 00:59:43 | INFO | PID:3369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:2067.10 total_reward_ma:1452.80 loss:-15.03 fps:331.3 +frame:1.72e+06 wall_t:5192 t:107500 epi:nan +opt_step:106875 lr:0.0003 alpha:0.05337 +2026-02-11 01:00:13 | INFO | PID:3369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:2108.80 total_reward_ma:1465.26 loss:-16.31 fps:331.2 +frame:1.73e+06 wall_t:5223 t:108125 epi:nan +opt_step:107500 lr:0.0003 alpha:0.05465 +2026-02-11 01:00:42 | INFO | PID:3369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:2214.60 total_reward_ma:1478.90 loss:-15.06 fps:331.3 +frame:1.74e+06 wall_t:5252 t:108750 epi:nan +opt_step:108125 lr:0.0003 alpha:0.05411 +2026-02-11 01:01:12 | INFO | PID:3369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:2250.30 total_reward_ma:1492.33 loss:-15.14 fps:331.3 +frame:1.75e+06 wall_t:5282 t:109375 epi:nan +opt_step:108750 lr:0.0003 alpha:0.05392 +2026-02-11 01:01:42 | INFO | PID:3369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:2257.90 total_reward_ma:1505.56 loss:-15.22 fps:331.3 +frame:1.76e+06 wall_t:5312 t:110000 epi:nan +opt_step:109375 lr:0.0003 alpha:0.05386 +2026-02-11 01:02:12 | INFO | PID:3369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:2296.60 total_reward_ma:1519.20 loss:-15.4 fps:331.4 +frame:1.77e+06 wall_t:5341 t:110625 epi:nan +opt_step:110000 lr:0.0003 alpha:0.05503 +2026-02-11 01:02:41 | INFO | PID:3369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:2328.80 total_reward_ma:1532.49 loss:-16.14 fps:331.4 +frame:1.78e+06 wall_t:5371 t:111250 epi:nan +opt_step:110625 lr:0.0003 alpha:0.054 +2026-02-11 01:03:12 | INFO | PID:3369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:2385.50 total_reward_ma:1545.87 loss:-16.32 fps:331.4 +frame:1.79e+06 wall_t:5401 t:111875 epi:nan +opt_step:111250 lr:0.0003 alpha:0.05292 +2026-02-11 01:03:41 | INFO | PID:3369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:2376.00 total_reward_ma:1558.48 loss:-15.15 fps:331.5 +frame:1.80e+06 wall_t:5430 t:112500 epi:nan +opt_step:111875 lr:0.0003 alpha:0.05306 +2026-02-11 01:04:11 | INFO | PID:3369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:2438.20 total_reward_ma:1571.60 loss:-16.82 fps:331.4 +frame:1.81e+06 wall_t:5461 t:113125 epi:nan +opt_step:112500 lr:0.0003 alpha:0.05226 +2026-02-11 01:04:41 | INFO | PID:3369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:2405.40 total_reward_ma:1585.00 loss:-16.17 fps:331.5 +frame:1.82e+06 wall_t:5491 t:113750 epi:nan +opt_step:113125 lr:0.0003 alpha:0.05304 +2026-02-11 01:05:11 | INFO | PID:3369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:2375.70 total_reward_ma:1597.97 loss:-14.97 fps:331.5 +frame:1.83e+06 wall_t:5520 t:114375 epi:nan +opt_step:113750 lr:0.0003 alpha:0.0528 +2026-02-11 01:05:41 | INFO | PID:3369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:2392.70 total_reward_ma:1610.86 loss:-15.96 fps:331.5 +frame:1.84e+06 wall_t:5550 t:115000 epi:nan +opt_step:114375 lr:0.0003 alpha:0.05382 +2026-02-11 01:06:11 | INFO | PID:3369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:2434.70 total_reward_ma:1624.59 loss:-17.11 fps:331.5 +frame:1.85e+06 wall_t:5581 t:115625 epi:nan +opt_step:115000 lr:0.0003 alpha:0.05421 +2026-02-11 01:06:42 | INFO | PID:3369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:2406.90 total_reward_ma:1638.14 loss:-15.98 fps:331.5 +frame:1.86e+06 wall_t:5611 t:116250 epi:nan +opt_step:115625 lr:0.0003 alpha:0.05331 +2026-02-11 01:07:12 | INFO | PID:3369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:2432.60 total_reward_ma:1652.67 loss:-15.87 fps:331.5 +frame:1.87e+06 wall_t:5641 t:116875 epi:nan +opt_step:116250 lr:0.0003 alpha:0.05187 +2026-02-11 01:07:41 | INFO | PID:3369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:2383.90 total_reward_ma:1666.79 loss:-16.96 fps:331.5 +frame:1.88e+06 wall_t:5671 t:117500 epi:nan +opt_step:116875 lr:0.0003 alpha:0.0531 +2026-02-11 01:08:12 | INFO | PID:3369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:2378.20 total_reward_ma:1680.74 loss:-15.56 fps:331.5 +frame:1.89e+06 wall_t:5701 t:118125 epi:nan +opt_step:117500 lr:0.0003 alpha:0.05289 +2026-02-11 01:08:42 | INFO | PID:3369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:2431.20 total_reward_ma:1695.83 loss:-17.17 fps:331.5 +frame:1.90e+06 wall_t:5731 t:118750 epi:nan +opt_step:118125 lr:0.0003 alpha:0.05165 +2026-02-11 01:09:12 | INFO | PID:3369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:2511.10 total_reward_ma:1711.66 loss:-16.45 fps:331.5 +frame:1.91e+06 wall_t:5762 t:119375 epi:nan +opt_step:118750 lr:0.0003 alpha:0.05218 +2026-02-11 01:09:42 | INFO | PID:3369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:2516.40 total_reward_ma:1727.62 loss:-15.5 fps:331.5 +frame:1.92e+06 wall_t:5791 t:120000 epi:nan +opt_step:119375 lr:0.0003 alpha:0.05175 +2026-02-11 01:10:11 | INFO | PID:3369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:2469.80 total_reward_ma:1743.06 loss:-16.5 fps:331.6 +frame:1.93e+06 wall_t:5821 t:120625 epi:nan +opt_step:120000 lr:0.0003 alpha:0.05205 +2026-02-11 01:10:41 | INFO | PID:3369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:2517.60 total_reward_ma:1758.46 loss:-15.49 fps:331.6 +frame:1.94e+06 wall_t:5850 t:121250 epi:nan +opt_step:120625 lr:0.0003 alpha:0.05199 +2026-02-11 01:11:11 | INFO | PID:3369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:2508.30 total_reward_ma:1773.87 loss:-16.11 fps:331.6 +frame:1.95e+06 wall_t:5880 t:121875 epi:nan +opt_step:121250 lr:0.0003 alpha:0.05219 +2026-02-11 01:11:41 | INFO | PID:3369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:2443.40 total_reward_ma:1788.60 loss:-15 fps:331.6 +frame:1.96e+06 wall_t:5910 t:122500 epi:nan +opt_step:121875 lr:0.0003 alpha:0.0518 +2026-02-11 01:12:11 | INFO | PID:3369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:2440.30 total_reward_ma:1802.69 loss:-16.02 fps:331.6 +frame:1.97e+06 wall_t:5941 t:123125 epi:nan +opt_step:122500 lr:0.0003 alpha:0.05176 +2026-02-11 01:12:41 | INFO | PID:3369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:2491.10 total_reward_ma:1817.45 loss:-16.72 fps:331.6 +frame:1.98e+06 wall_t:5971 t:123750 epi:nan +opt_step:123125 lr:0.0003 alpha:0.05151 +2026-02-11 01:13:06 | INFO | PID:3369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:2478.40 total_reward_ma:1832.08 loss:-16.37 fps:331.9 +frame:1.99e+06 wall_t:5995 t:124375 epi:nan +opt_step:123750 lr:0.0003 alpha:0.051 +2026-02-11 01:13:24 | INFO | PID:3369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:2453.70 total_reward_ma:1846.78 loss:-16.77 fps:332.6 +frame:2.00e+06 wall_t:6014 t:125000 epi:nan +opt_step:124375 lr:0.0003 alpha:0.05142 +2026-02-11 01:13:25 | INFO | PID:3369 | slm_lab.lib.logger:info | Session 0 done diff --git a/data/sac_atari_mspacman_2026_02_10_233302/log/sac_atari_mspacman_t0_s1.log b/data/sac_atari_mspacman_2026_02_10_233302/log/sac_atari_mspacman_t0_s1.log new file mode 100644 index 0000000000000000000000000000000000000000..85764fcc18e44d5b800f35fb2f02344fd2dec52d --- /dev/null +++ b/data/sac_atari_mspacman_2026_02_10_233302/log/sac_atari_mspacman_t0_s1.log @@ -0,0 +1,802 @@ +2026-02-10 23:33:07 | INFO | PID:3370 | slm_lab.env:_make_vector_env | AtariVectorEnv: 16 envs, native preprocessing +2026-02-10 23:34:01 | INFO | PID:3370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:196.25 total_reward_ma:196.25 loss:nan fps:196.1 +frame:1.00e+04 wall_t:51 t:625 epi:nan +opt_step:0 lr:0.0003 alpha:1 +2026-02-10 23:34:31 | INFO | PID:3370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:245.15 total_reward_ma:220.70 loss:-9.463 fps:246.9 +frame:2.00e+04 wall_t:81 t:1250 epi:nan +opt_step:625 lr:0.0003 alpha:0.8344 +2026-02-10 23:35:01 | INFO | PID:3370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:243.33 total_reward_ma:228.24 loss:-13.37 fps:272.7 +frame:3.00e+04 wall_t:110 t:1875 epi:nan +opt_step:1250 lr:0.0003 alpha:0.7058 +2026-02-10 23:35:31 | INFO | PID:3370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:248.65 total_reward_ma:233.35 loss:-16.99 fps:283.7 +frame:4.00e+04 wall_t:141 t:2500 epi:nan +opt_step:1875 lr:0.0003 alpha:0.6025 +2026-02-10 23:36:00 | INFO | PID:3370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:249.36 total_reward_ma:236.55 loss:-20.15 fps:294.1 +frame:5.00e+04 wall_t:170 t:3125 epi:nan +opt_step:2500 lr:0.0003 alpha:0.5176 +2026-02-10 23:36:31 | INFO | PID:3370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:263.00 total_reward_ma:240.96 loss:-21.9 fps:300 +frame:6.00e+04 wall_t:200 t:3750 epi:nan +opt_step:3125 lr:0.0003 alpha:0.4467 +2026-02-10 23:37:00 | INFO | PID:3370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:254.90 total_reward_ma:242.95 loss:-23.95 fps:304.3 +frame:7.00e+04 wall_t:230 t:4375 epi:nan +opt_step:3750 lr:0.0003 alpha:0.3867 +2026-02-10 23:37:29 | INFO | PID:3370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:251.90 total_reward_ma:244.07 loss:-25.52 fps:308.9 +frame:8.00e+04 wall_t:259 t:5000 epi:nan +opt_step:4375 lr:0.0003 alpha:0.3355 +2026-02-10 23:37:59 | INFO | PID:3370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:244.40 total_reward_ma:244.11 loss:-26.83 fps:311.4 +frame:9.00e+04 wall_t:289 t:5625 epi:nan +opt_step:5000 lr:0.0003 alpha:0.2915 +2026-02-10 23:38:29 | INFO | PID:3370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:243.80 total_reward_ma:244.07 loss:-27.95 fps:313.5 +frame:1.00e+05 wall_t:319 t:6250 epi:nan +opt_step:5625 lr:0.0003 alpha:0.2536 +2026-02-10 23:39:00 | INFO | PID:3370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:242.20 total_reward_ma:243.90 loss:-28.82 fps:315.2 +frame:1.10e+05 wall_t:349 t:6875 epi:nan +opt_step:6250 lr:0.0003 alpha:0.2208 +2026-02-10 23:39:29 | INFO | PID:3370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:244.70 total_reward_ma:243.97 loss:-29.13 fps:316.6 +frame:1.20e+05 wall_t:379 t:7500 epi:nan +opt_step:6875 lr:0.0003 alpha:0.1923 +2026-02-10 23:39:59 | INFO | PID:3370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:259.10 total_reward_ma:245.13 loss:-29.18 fps:318.6 +frame:1.30e+05 wall_t:408 t:8125 epi:nan +opt_step:7500 lr:0.0003 alpha:0.1676 +2026-02-10 23:40:29 | INFO | PID:3370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:264.20 total_reward_ma:246.50 loss:-28.79 fps:319.6 +frame:1.40e+05 wall_t:438 t:8750 epi:nan +opt_step:8125 lr:0.0003 alpha:0.1461 +2026-02-10 23:40:59 | INFO | PID:3370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:265.50 total_reward_ma:247.76 loss:-28.5 fps:320.5 +frame:1.50e+05 wall_t:468 t:9375 epi:nan +opt_step:8750 lr:0.0003 alpha:0.1274 +2026-02-10 23:41:28 | INFO | PID:3370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:267.20 total_reward_ma:248.98 loss:-29.8 fps:321.3 +frame:1.60e+05 wall_t:498 t:10000 epi:nan +opt_step:9375 lr:0.0003 alpha:0.1112 +2026-02-10 23:41:58 | INFO | PID:3370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:271.60 total_reward_ma:250.31 loss:-29.76 fps:322.6 +frame:1.70e+05 wall_t:527 t:10625 epi:nan +opt_step:10000 lr:0.0003 alpha:0.097 +2026-02-10 23:42:28 | INFO | PID:3370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:276.90 total_reward_ma:251.79 loss:-28.68 fps:323.2 +frame:1.80e+05 wall_t:557 t:11250 epi:nan +opt_step:10625 lr:0.0003 alpha:0.08468 +2026-02-10 23:42:58 | INFO | PID:3370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:277.50 total_reward_ma:253.14 loss:-28.23 fps:323.7 +frame:1.90e+05 wall_t:587 t:11875 epi:nan +opt_step:11250 lr:0.0003 alpha:0.07395 +2026-02-10 23:43:28 | INFO | PID:3370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:282.40 total_reward_ma:254.60 loss:-28.24 fps:323.6 +frame:2.00e+05 wall_t:618 t:12500 epi:nan +opt_step:11875 lr:0.0003 alpha:0.06462 +2026-02-10 23:43:58 | INFO | PID:3370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:290.30 total_reward_ma:256.30 loss:-28.3 fps:324.6 +frame:2.10e+05 wall_t:647 t:13125 epi:nan +opt_step:12500 lr:0.0003 alpha:0.05648 +2026-02-10 23:44:28 | INFO | PID:3370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:287.10 total_reward_ma:257.70 loss:-27.81 fps:325 +frame:2.20e+05 wall_t:677 t:13750 epi:nan +opt_step:13125 lr:0.0003 alpha:0.04938 +2026-02-10 23:44:58 | INFO | PID:3370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:285.50 total_reward_ma:258.91 loss:-27.52 fps:324.9 +frame:2.30e+05 wall_t:708 t:14375 epi:nan +opt_step:13750 lr:0.0003 alpha:0.04321 +2026-02-10 23:45:28 | INFO | PID:3370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:304.00 total_reward_ma:260.79 loss:-27.01 fps:325.2 +frame:2.40e+05 wall_t:738 t:15000 epi:nan +opt_step:14375 lr:0.0003 alpha:0.0378 +2026-02-10 23:45:58 | INFO | PID:3370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:323.30 total_reward_ma:263.29 loss:-26.25 fps:325.9 +frame:2.50e+05 wall_t:767 t:15625 epi:nan +opt_step:15000 lr:0.0003 alpha:0.0331 +2026-02-10 23:46:27 | INFO | PID:3370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:331.10 total_reward_ma:265.90 loss:-25.33 fps:326.2 +frame:2.60e+05 wall_t:797 t:16250 epi:nan +opt_step:15625 lr:0.0003 alpha:0.02903 +2026-02-10 23:46:58 | INFO | PID:3370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:381.50 total_reward_ma:270.18 loss:-25.34 fps:326.5 +frame:2.70e+05 wall_t:827 t:16875 epi:nan +opt_step:16250 lr:0.0003 alpha:0.02547 +2026-02-10 23:47:27 | INFO | PID:3370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:404.00 total_reward_ma:274.96 loss:-24.98 fps:326.7 +frame:2.80e+05 wall_t:857 t:17500 epi:nan +opt_step:16875 lr:0.0003 alpha:0.0224 +2026-02-10 23:47:57 | INFO | PID:3370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:423.00 total_reward_ma:280.06 loss:-24.53 fps:326.9 +frame:2.90e+05 wall_t:887 t:18125 epi:nan +opt_step:17500 lr:0.0003 alpha:0.01973 +2026-02-10 23:48:27 | INFO | PID:3370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:439.20 total_reward_ma:285.37 loss:-23.57 fps:327.5 +frame:3.00e+05 wall_t:916 t:18750 epi:nan +opt_step:18125 lr:0.0003 alpha:0.01744 +2026-02-10 23:48:56 | INFO | PID:3370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:467.60 total_reward_ma:291.25 loss:-23.11 fps:328 +frame:3.10e+05 wall_t:945 t:19375 epi:nan +opt_step:18750 lr:0.0003 alpha:0.01558 +2026-02-10 23:49:25 | INFO | PID:3370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:470.50 total_reward_ma:296.85 loss:-23.03 fps:328.2 +frame:3.20e+05 wall_t:975 t:20000 epi:nan +opt_step:19375 lr:0.0003 alpha:0.01384 +2026-02-10 23:49:55 | INFO | PID:3370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:483.40 total_reward_ma:302.50 loss:-22.12 fps:328.4 +frame:3.30e+05 wall_t:1005 t:20625 epi:nan +opt_step:20000 lr:0.0003 alpha:0.0124 +2026-02-10 23:50:26 | INFO | PID:3370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:486.30 total_reward_ma:307.91 loss:-21.38 fps:328.5 +frame:3.40e+05 wall_t:1035 t:21250 epi:nan +opt_step:20625 lr:0.0003 alpha:0.0112 +2026-02-10 23:50:56 | INFO | PID:3370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:501.00 total_reward_ma:313.42 loss:-21.37 fps:328.6 +frame:3.50e+05 wall_t:1065 t:21875 epi:nan +opt_step:21250 lr:0.0003 alpha:0.01014 +2026-02-10 23:51:25 | INFO | PID:3370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:556.30 total_reward_ma:320.17 loss:-21.1 fps:328.8 +frame:3.60e+05 wall_t:1095 t:22500 epi:nan +opt_step:21875 lr:0.0003 alpha:0.009326 +2026-02-10 23:51:55 | INFO | PID:3370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:568.20 total_reward_ma:326.87 loss:-20.54 fps:328.9 +frame:3.70e+05 wall_t:1125 t:23125 epi:nan +opt_step:22500 lr:0.0003 alpha:0.008663 +2026-02-10 23:52:25 | INFO | PID:3370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:572.60 total_reward_ma:333.34 loss:-20.17 fps:329 +frame:3.80e+05 wall_t:1155 t:23750 epi:nan +opt_step:23125 lr:0.0003 alpha:0.008125 +2026-02-10 23:52:55 | INFO | PID:3370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:588.60 total_reward_ma:339.89 loss:-18.92 fps:329.1 +frame:3.90e+05 wall_t:1185 t:24375 epi:nan +opt_step:23750 lr:0.0003 alpha:0.00754 +2026-02-10 23:53:25 | INFO | PID:3370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:602.80 total_reward_ma:346.46 loss:-19.23 fps:329.2 +frame:4.00e+05 wall_t:1215 t:25000 epi:nan +opt_step:24375 lr:0.0003 alpha:0.007018 +2026-02-10 23:53:56 | INFO | PID:3370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:637.30 total_reward_ma:353.55 loss:-18.85 fps:329.3 +frame:4.10e+05 wall_t:1245 t:25625 epi:nan +opt_step:25000 lr:0.0003 alpha:0.006802 +2026-02-10 23:54:26 | INFO | PID:3370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:630.90 total_reward_ma:360.16 loss:-18.79 fps:329.2 +frame:4.20e+05 wall_t:1276 t:26250 epi:nan +opt_step:25625 lr:0.0003 alpha:0.006738 +2026-02-10 23:54:56 | INFO | PID:3370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:675.00 total_reward_ma:367.48 loss:-17.63 fps:329.5 +frame:4.30e+05 wall_t:1305 t:26875 epi:nan +opt_step:26250 lr:0.0003 alpha:0.006738 +2026-02-10 23:55:25 | INFO | PID:3370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:683.50 total_reward_ma:374.66 loss:-17.85 fps:329.6 +frame:4.40e+05 wall_t:1335 t:27500 epi:nan +opt_step:26875 lr:0.0003 alpha:0.006738 +2026-02-10 23:55:55 | INFO | PID:3370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:738.00 total_reward_ma:382.73 loss:-17.28 fps:329.7 +frame:4.50e+05 wall_t:1365 t:28125 epi:nan +opt_step:27500 lr:0.0003 alpha:0.007038 +2026-02-10 23:56:26 | INFO | PID:3370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:773.70 total_reward_ma:391.23 loss:-17.06 fps:329.7 +frame:4.60e+05 wall_t:1395 t:28750 epi:nan +opt_step:28125 lr:0.0003 alpha:0.007409 +2026-02-10 23:56:55 | INFO | PID:3370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:781.80 total_reward_ma:399.54 loss:-16.79 fps:329.8 +frame:4.70e+05 wall_t:1425 t:29375 epi:nan +opt_step:28750 lr:0.0003 alpha:0.008649 +2026-02-10 23:57:25 | INFO | PID:3370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:821.60 total_reward_ma:408.34 loss:-16.3 fps:329.9 +frame:4.80e+05 wall_t:1455 t:30000 epi:nan +opt_step:29375 lr:0.0003 alpha:0.008105 +2026-02-10 23:57:54 | INFO | PID:3370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:843.80 total_reward_ma:417.22 loss:-15.75 fps:330.2 +frame:4.90e+05 wall_t:1484 t:30625 epi:nan +opt_step:30000 lr:0.0003 alpha:0.008887 +2026-02-10 23:58:24 | INFO | PID:3370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:848.50 total_reward_ma:425.85 loss:-15.81 fps:330.3 +frame:5.00e+05 wall_t:1514 t:31250 epi:nan +opt_step:30625 lr:0.0003 alpha:0.009899 +2026-02-10 23:58:54 | INFO | PID:3370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:890.90 total_reward_ma:434.97 loss:-15.6 fps:330.3 +frame:5.10e+05 wall_t:1544 t:31875 epi:nan +opt_step:31250 lr:0.0003 alpha:0.01051 +2026-02-10 23:59:24 | INFO | PID:3370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:881.50 total_reward_ma:443.55 loss:-15.47 fps:330.4 +frame:5.20e+05 wall_t:1574 t:32500 epi:nan +opt_step:31875 lr:0.0003 alpha:0.01154 +2026-02-10 23:59:55 | INFO | PID:3370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:863.40 total_reward_ma:451.48 loss:-14.6 fps:330.4 +frame:5.30e+05 wall_t:1604 t:33125 epi:nan +opt_step:32500 lr:0.0003 alpha:0.01238 +2026-02-11 00:00:24 | INFO | PID:3370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:903.00 total_reward_ma:459.84 loss:-14.54 fps:330.7 +frame:5.40e+05 wall_t:1633 t:33750 epi:nan +opt_step:33125 lr:0.0003 alpha:0.01281 +2026-02-11 00:00:53 | INFO | PID:3370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:859.40 total_reward_ma:467.10 loss:-14.41 fps:330.7 +frame:5.50e+05 wall_t:1663 t:34375 epi:nan +opt_step:33750 lr:0.0003 alpha:0.01387 +2026-02-11 00:01:22 | INFO | PID:3370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:864.50 total_reward_ma:474.20 loss:-14.56 fps:331 +frame:5.60e+05 wall_t:1692 t:35000 epi:nan +opt_step:34375 lr:0.0003 alpha:0.01432 +2026-02-11 00:01:51 | INFO | PID:3370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:823.30 total_reward_ma:480.32 loss:-14.07 fps:331.2 +frame:5.70e+05 wall_t:1721 t:35625 epi:nan +opt_step:35000 lr:0.0003 alpha:0.01434 +2026-02-11 00:02:21 | INFO | PID:3370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:813.20 total_reward_ma:486.06 loss:-13.59 fps:331.2 +frame:5.80e+05 wall_t:1751 t:36250 epi:nan +opt_step:35625 lr:0.0003 alpha:0.01488 +2026-02-11 00:02:51 | INFO | PID:3370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:805.20 total_reward_ma:491.47 loss:-13.37 fps:331.5 +frame:5.90e+05 wall_t:1780 t:36875 epi:nan +opt_step:36250 lr:0.0003 alpha:0.01506 +2026-02-11 00:03:20 | INFO | PID:3370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:752.70 total_reward_ma:495.83 loss:-13.25 fps:331.5 +frame:6.00e+05 wall_t:1810 t:37500 epi:nan +opt_step:36875 lr:0.0003 alpha:0.01551 +2026-02-11 00:03:50 | INFO | PID:3370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:732.30 total_reward_ma:499.70 loss:-13.07 fps:331.7 +frame:6.10e+05 wall_t:1839 t:38125 epi:nan +opt_step:37500 lr:0.0003 alpha:0.01443 +2026-02-11 00:04:19 | INFO | PID:3370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:723.30 total_reward_ma:503.31 loss:-12.25 fps:331.7 +frame:6.20e+05 wall_t:1869 t:38750 epi:nan +opt_step:38125 lr:0.0003 alpha:0.01435 +2026-02-11 00:04:48 | INFO | PID:3370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:734.70 total_reward_ma:506.98 loss:-12.17 fps:331.9 +frame:6.30e+05 wall_t:1898 t:39375 epi:nan +opt_step:38750 lr:0.0003 alpha:0.01515 +2026-02-11 00:05:18 | INFO | PID:3370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:704.80 total_reward_ma:510.07 loss:-12.4 fps:332 +frame:6.40e+05 wall_t:1928 t:40000 epi:nan +opt_step:39375 lr:0.0003 alpha:0.01636 +2026-02-11 00:05:48 | INFO | PID:3370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:710.20 total_reward_ma:513.15 loss:-11.31 fps:332 +frame:6.50e+05 wall_t:1958 t:40625 epi:nan +opt_step:40000 lr:0.0003 alpha:0.01603 +2026-02-11 00:06:19 | INFO | PID:3370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:711.30 total_reward_ma:516.15 loss:-11.88 fps:331.8 +frame:6.60e+05 wall_t:1989 t:41250 epi:nan +opt_step:40625 lr:0.0003 alpha:0.01736 +2026-02-11 00:06:49 | INFO | PID:3370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:754.90 total_reward_ma:519.72 loss:-11.73 fps:332 +frame:6.70e+05 wall_t:2018 t:41875 epi:nan +opt_step:41250 lr:0.0003 alpha:0.01735 +2026-02-11 00:07:18 | INFO | PID:3370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:761.80 total_reward_ma:523.28 loss:-11.44 fps:332 +frame:6.80e+05 wall_t:2048 t:42500 epi:nan +opt_step:41875 lr:0.0003 alpha:0.01794 +2026-02-11 00:07:47 | INFO | PID:3370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:732.60 total_reward_ma:526.31 loss:-11.19 fps:332.2 +frame:6.90e+05 wall_t:2077 t:43125 epi:nan +opt_step:42500 lr:0.0003 alpha:0.01892 +2026-02-11 00:08:16 | INFO | PID:3370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:743.00 total_reward_ma:529.41 loss:-10.52 fps:332.4 +frame:7.00e+05 wall_t:2106 t:43750 epi:nan +opt_step:43125 lr:0.0003 alpha:0.02029 +2026-02-11 00:08:46 | INFO | PID:3370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:758.50 total_reward_ma:532.63 loss:-10.38 fps:332.6 +frame:7.10e+05 wall_t:2135 t:44375 epi:nan +opt_step:43750 lr:0.0003 alpha:0.02072 +2026-02-11 00:09:16 | INFO | PID:3370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:783.40 total_reward_ma:536.12 loss:-10.1 fps:332.6 +frame:7.20e+05 wall_t:2165 t:45000 epi:nan +opt_step:44375 lr:0.0003 alpha:0.02178 +2026-02-11 00:09:45 | INFO | PID:3370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:772.70 total_reward_ma:539.36 loss:-10.58 fps:332.7 +frame:7.30e+05 wall_t:2194 t:45625 epi:nan +opt_step:45000 lr:0.0003 alpha:0.02223 +2026-02-11 00:10:15 | INFO | PID:3370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:799.80 total_reward_ma:542.88 loss:-9.778 fps:332.7 +frame:7.40e+05 wall_t:2224 t:46250 epi:nan +opt_step:45625 lr:0.0003 alpha:0.02202 +2026-02-11 00:10:45 | INFO | PID:3370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:800.80 total_reward_ma:546.32 loss:-9.712 fps:332.6 +frame:7.50e+05 wall_t:2255 t:46875 epi:nan +opt_step:46250 lr:0.0003 alpha:0.02285 +2026-02-11 00:11:15 | INFO | PID:3370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:829.20 total_reward_ma:550.04 loss:-9.526 fps:332.6 +frame:7.60e+05 wall_t:2285 t:47500 epi:nan +opt_step:46875 lr:0.0003 alpha:0.02383 +2026-02-11 00:11:45 | INFO | PID:3370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:799.10 total_reward_ma:553.27 loss:-8.876 fps:332.6 +frame:7.70e+05 wall_t:2315 t:48125 epi:nan +opt_step:47500 lr:0.0003 alpha:0.02414 +2026-02-11 00:12:15 | INFO | PID:3370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:792.80 total_reward_ma:556.34 loss:-8.947 fps:332.8 +frame:7.80e+05 wall_t:2344 t:48750 epi:nan +opt_step:48125 lr:0.0003 alpha:0.02425 +2026-02-11 00:12:45 | INFO | PID:3370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:783.10 total_reward_ma:559.21 loss:-8.952 fps:332.6 +frame:7.90e+05 wall_t:2375 t:49375 epi:nan +opt_step:48750 lr:0.0003 alpha:0.0253 +2026-02-11 00:13:16 | INFO | PID:3370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:815.00 total_reward_ma:562.41 loss:-8.615 fps:332.6 +frame:8.00e+05 wall_t:2405 t:50000 epi:nan +opt_step:49375 lr:0.0003 alpha:0.0267 +2026-02-11 00:13:45 | INFO | PID:3370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:846.40 total_reward_ma:565.92 loss:-8.618 fps:332.8 +frame:8.10e+05 wall_t:2434 t:50625 epi:nan +opt_step:50000 lr:0.0003 alpha:0.02721 +2026-02-11 00:14:14 | INFO | PID:3370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:863.10 total_reward_ma:569.54 loss:-8.884 fps:332.9 +frame:8.20e+05 wall_t:2463 t:51250 epi:nan +opt_step:50625 lr:0.0003 alpha:0.02734 +2026-02-11 00:14:43 | INFO | PID:3370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:915.90 total_reward_ma:573.71 loss:-7.846 fps:332.9 +frame:8.30e+05 wall_t:2493 t:51875 epi:nan +opt_step:51250 lr:0.0003 alpha:0.02909 +2026-02-11 00:15:13 | INFO | PID:3370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:912.70 total_reward_ma:577.75 loss:-7.738 fps:332.9 +frame:8.40e+05 wall_t:2523 t:52500 epi:nan +opt_step:51875 lr:0.0003 alpha:0.02889 +2026-02-11 00:15:43 | INFO | PID:3370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:928.80 total_reward_ma:581.88 loss:-7.829 fps:333.1 +frame:8.50e+05 wall_t:2552 t:53125 epi:nan +opt_step:52500 lr:0.0003 alpha:0.02849 +2026-02-11 00:16:13 | INFO | PID:3370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:946.70 total_reward_ma:586.12 loss:-7.552 fps:333.1 +frame:8.60e+05 wall_t:2582 t:53750 epi:nan +opt_step:53125 lr:0.0003 alpha:0.02883 +2026-02-11 00:16:42 | INFO | PID:3370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:987.60 total_reward_ma:590.74 loss:-7.446 fps:333.1 +frame:8.70e+05 wall_t:2612 t:54375 epi:nan +opt_step:53750 lr:0.0003 alpha:0.02841 +2026-02-11 00:17:13 | INFO | PID:3370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:989.30 total_reward_ma:595.27 loss:-7.336 fps:333.1 +frame:8.80e+05 wall_t:2642 t:55000 epi:nan +opt_step:54375 lr:0.0003 alpha:0.02996 +2026-02-11 00:17:43 | INFO | PID:3370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:985.10 total_reward_ma:599.65 loss:-7.39 fps:333.1 +frame:8.90e+05 wall_t:2672 t:55625 epi:nan +opt_step:55000 lr:0.0003 alpha:0.02966 +2026-02-11 00:18:13 | INFO | PID:3370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:971.70 total_reward_ma:603.78 loss:-7.186 fps:333.1 +frame:9.00e+05 wall_t:2702 t:56250 epi:nan +opt_step:55625 lr:0.0003 alpha:0.03038 +2026-02-11 00:18:42 | INFO | PID:3370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:969.40 total_reward_ma:607.80 loss:-7.685 fps:333.1 +frame:9.10e+05 wall_t:2732 t:56875 epi:nan +opt_step:56250 lr:0.0003 alpha:0.03144 +2026-02-11 00:19:11 | INFO | PID:3370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:999.80 total_reward_ma:612.06 loss:-7.194 fps:333.2 +frame:9.20e+05 wall_t:2761 t:57500 epi:nan +opt_step:56875 lr:0.0003 alpha:0.03179 +2026-02-11 00:19:41 | INFO | PID:3370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:941.50 total_reward_ma:615.60 loss:-7.051 fps:333.2 +frame:9.30e+05 wall_t:2791 t:58125 epi:nan +opt_step:57500 lr:0.0003 alpha:0.03156 +2026-02-11 00:20:11 | INFO | PID:3370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:954.30 total_reward_ma:619.20 loss:-6.847 fps:333.3 +frame:9.40e+05 wall_t:2820 t:58750 epi:nan +opt_step:58125 lr:0.0003 alpha:0.03243 +2026-02-11 00:20:41 | INFO | PID:3370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:893.40 total_reward_ma:622.09 loss:-7.003 fps:333.2 +frame:9.50e+05 wall_t:2851 t:59375 epi:nan +opt_step:58750 lr:0.0003 alpha:0.03242 +2026-02-11 00:21:11 | INFO | PID:3370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:900.00 total_reward_ma:624.98 loss:-6.977 fps:333.2 +frame:9.60e+05 wall_t:2881 t:60000 epi:nan +opt_step:59375 lr:0.0003 alpha:0.03398 +2026-02-11 00:21:40 | INFO | PID:3370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:898.60 total_reward_ma:627.81 loss:-7.046 fps:333.3 +frame:9.70e+05 wall_t:2910 t:60625 epi:nan +opt_step:60000 lr:0.0003 alpha:0.03332 +2026-02-11 00:22:10 | INFO | PID:3370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:891.80 total_reward_ma:630.50 loss:-7.087 fps:333.4 +frame:9.80e+05 wall_t:2939 t:61250 epi:nan +opt_step:60625 lr:0.0003 alpha:0.03427 +2026-02-11 00:22:39 | INFO | PID:3370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:967.00 total_reward_ma:633.90 loss:-6.742 fps:333.4 +frame:9.90e+05 wall_t:2969 t:61875 epi:nan +opt_step:61250 lr:0.0003 alpha:0.0333 +2026-02-11 00:23:10 | INFO | PID:3370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:945.70 total_reward_ma:637.02 loss:-6.535 fps:333.4 +frame:1.00e+06 wall_t:2999 t:62500 epi:nan +opt_step:61875 lr:0.0003 alpha:0.03471 +2026-02-11 00:23:39 | INFO | PID:3370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:965.80 total_reward_ma:644.71 loss:-6.822 fps:333.4 +frame:1.01e+06 wall_t:3029 t:63125 epi:nan +opt_step:62500 lr:0.0003 alpha:0.03471 +2026-02-11 00:24:10 | INFO | PID:3370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:964.60 total_reward_ma:651.91 loss:-6.651 fps:333.4 +frame:1.02e+06 wall_t:3059 t:63750 epi:nan +opt_step:63125 lr:0.0003 alpha:0.03619 +2026-02-11 00:24:40 | INFO | PID:3370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:946.70 total_reward_ma:658.94 loss:-6.758 fps:333.4 +frame:1.03e+06 wall_t:3089 t:64375 epi:nan +opt_step:63750 lr:0.0003 alpha:0.0359 +2026-02-11 00:25:09 | INFO | PID:3370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:926.80 total_reward_ma:665.72 loss:-7.029 fps:333.5 +frame:1.04e+06 wall_t:3118 t:65000 epi:nan +opt_step:64375 lr:0.0003 alpha:0.0361 +2026-02-11 00:25:38 | INFO | PID:3370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:878.60 total_reward_ma:672.01 loss:-7.126 fps:333.5 +frame:1.05e+06 wall_t:3148 t:65625 epi:nan +opt_step:65000 lr:0.0003 alpha:0.03684 +2026-02-11 00:26:07 | INFO | PID:3370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:862.20 total_reward_ma:678.01 loss:-6.747 fps:333.6 +frame:1.06e+06 wall_t:3177 t:66250 epi:nan +opt_step:65625 lr:0.0003 alpha:0.03824 +2026-02-11 00:26:37 | INFO | PID:3370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:861.10 total_reward_ma:684.07 loss:-7.099 fps:333.6 +frame:1.07e+06 wall_t:3207 t:66875 epi:nan +opt_step:66250 lr:0.0003 alpha:0.03715 +2026-02-11 00:27:06 | INFO | PID:3370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:932.50 total_reward_ma:690.87 loss:-7.28 fps:333.7 +frame:1.08e+06 wall_t:3236 t:67500 epi:nan +opt_step:66875 lr:0.0003 alpha:0.03846 +2026-02-11 00:27:36 | INFO | PID:3370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:930.60 total_reward_ma:697.74 loss:-7.321 fps:333.7 +frame:1.09e+06 wall_t:3266 t:68125 epi:nan +opt_step:67500 lr:0.0003 alpha:0.03929 +2026-02-11 00:28:06 | INFO | PID:3370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:893.30 total_reward_ma:704.23 loss:-7.302 fps:333.8 +frame:1.10e+06 wall_t:3295 t:68750 epi:nan +opt_step:68125 lr:0.0003 alpha:0.03973 +2026-02-11 00:28:36 | INFO | PID:3370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:913.20 total_reward_ma:710.94 loss:-7.368 fps:333.7 +frame:1.11e+06 wall_t:3326 t:69375 epi:nan +opt_step:68750 lr:0.0003 alpha:0.04103 +2026-02-11 00:29:06 | INFO | PID:3370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:864.30 total_reward_ma:717.14 loss:-7.091 fps:333.7 +frame:1.12e+06 wall_t:3356 t:70000 epi:nan +opt_step:69375 lr:0.0003 alpha:0.04004 +2026-02-11 00:29:36 | INFO | PID:3370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:859.50 total_reward_ma:723.14 loss:-7.023 fps:333.8 +frame:1.13e+06 wall_t:3385 t:70625 epi:nan +opt_step:70000 lr:0.0003 alpha:0.04052 +2026-02-11 00:30:06 | INFO | PID:3370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:821.70 total_reward_ma:728.72 loss:-7.615 fps:333.8 +frame:1.14e+06 wall_t:3415 t:71250 epi:nan +opt_step:70625 lr:0.0003 alpha:0.04147 +2026-02-11 00:30:36 | INFO | PID:3370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:832.20 total_reward_ma:734.38 loss:-7.458 fps:333.7 +frame:1.15e+06 wall_t:3446 t:71875 epi:nan +opt_step:71250 lr:0.0003 alpha:0.04091 +2026-02-11 00:31:07 | INFO | PID:3370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:890.30 total_reward_ma:740.61 loss:-7.308 fps:333.7 +frame:1.16e+06 wall_t:3476 t:72500 epi:nan +opt_step:71875 lr:0.0003 alpha:0.0418 +2026-02-11 00:31:36 | INFO | PID:3370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:889.90 total_reward_ma:746.80 loss:-7.152 fps:333.8 +frame:1.17e+06 wall_t:3505 t:73125 epi:nan +opt_step:72500 lr:0.0003 alpha:0.04296 +2026-02-11 00:32:06 | INFO | PID:3370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:915.70 total_reward_ma:753.18 loss:-7.805 fps:333.8 +frame:1.18e+06 wall_t:3535 t:73750 epi:nan +opt_step:73125 lr:0.0003 alpha:0.0421 +2026-02-11 00:32:35 | INFO | PID:3370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:925.10 total_reward_ma:759.66 loss:-7.436 fps:333.9 +frame:1.19e+06 wall_t:3564 t:74375 epi:nan +opt_step:73750 lr:0.0003 alpha:0.04322 +2026-02-11 00:33:05 | INFO | PID:3370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:952.80 total_reward_ma:766.36 loss:-7.485 fps:333.8 +frame:1.20e+06 wall_t:3595 t:75000 epi:nan +opt_step:74375 lr:0.0003 alpha:0.04261 +2026-02-11 00:33:35 | INFO | PID:3370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:976.70 total_reward_ma:773.23 loss:-7.415 fps:333.9 +frame:1.21e+06 wall_t:3624 t:75625 epi:nan +opt_step:75000 lr:0.0003 alpha:0.04488 +2026-02-11 00:34:05 | INFO | PID:3370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:975.70 total_reward_ma:780.11 loss:-7.139 fps:333.9 +frame:1.22e+06 wall_t:3654 t:76250 epi:nan +opt_step:75625 lr:0.0003 alpha:0.04652 +2026-02-11 00:34:36 | INFO | PID:3370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:999.10 total_reward_ma:787.25 loss:-7.746 fps:333.8 +frame:1.23e+06 wall_t:3685 t:76875 epi:nan +opt_step:76250 lr:0.0003 alpha:0.04662 +2026-02-11 00:35:06 | INFO | PID:3370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:982.30 total_reward_ma:794.03 loss:-8.005 fps:333.8 +frame:1.24e+06 wall_t:3715 t:77500 epi:nan +opt_step:76875 lr:0.0003 alpha:0.0458 +2026-02-11 00:35:35 | INFO | PID:3370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:984.30 total_reward_ma:800.64 loss:-7.992 fps:333.8 +frame:1.25e+06 wall_t:3745 t:78125 epi:nan +opt_step:77500 lr:0.0003 alpha:0.04627 +2026-02-11 00:36:05 | INFO | PID:3370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:952.80 total_reward_ma:806.86 loss:-7.852 fps:333.8 +frame:1.26e+06 wall_t:3775 t:78750 epi:nan +opt_step:78125 lr:0.0003 alpha:0.04772 +2026-02-11 00:36:35 | INFO | PID:3370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:924.10 total_reward_ma:812.29 loss:-8.521 fps:333.8 +frame:1.27e+06 wall_t:3805 t:79375 epi:nan +opt_step:78750 lr:0.0003 alpha:0.04759 +2026-02-11 00:37:04 | INFO | PID:3370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:908.90 total_reward_ma:817.34 loss:-8.179 fps:333.9 +frame:1.28e+06 wall_t:3834 t:80000 epi:nan +opt_step:79375 lr:0.0003 alpha:0.04833 +2026-02-11 00:37:33 | INFO | PID:3370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:887.90 total_reward_ma:821.98 loss:-8.162 fps:333.9 +frame:1.29e+06 wall_t:3863 t:80625 epi:nan +opt_step:80000 lr:0.0003 alpha:0.05004 +2026-02-11 00:38:03 | INFO | PID:3370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:927.10 total_reward_ma:826.86 loss:-8.25 fps:334 +frame:1.30e+06 wall_t:3892 t:81250 epi:nan +opt_step:80625 lr:0.0003 alpha:0.05101 +2026-02-11 00:38:33 | INFO | PID:3370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:992.90 total_reward_ma:832.12 loss:-8.82 fps:334 +frame:1.31e+06 wall_t:3922 t:81875 epi:nan +opt_step:81250 lr:0.0003 alpha:0.052 +2026-02-11 00:39:02 | INFO | PID:3370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:992.10 total_reward_ma:837.33 loss:-8.705 fps:334 +frame:1.32e+06 wall_t:3952 t:82500 epi:nan +opt_step:81875 lr:0.0003 alpha:0.05219 +2026-02-11 00:39:32 | INFO | PID:3370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:1030.50 total_reward_ma:842.80 loss:-9.178 fps:334.1 +frame:1.33e+06 wall_t:3981 t:83125 epi:nan +opt_step:82500 lr:0.0003 alpha:0.05342 +2026-02-11 00:40:01 | INFO | PID:3370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:1045.80 total_reward_ma:848.40 loss:-8.697 fps:334.1 +frame:1.34e+06 wall_t:4011 t:83750 epi:nan +opt_step:83125 lr:0.0003 alpha:0.05188 +2026-02-11 00:40:31 | INFO | PID:3370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:1057.60 total_reward_ma:853.97 loss:-9.002 fps:334.1 +frame:1.35e+06 wall_t:4041 t:84375 epi:nan +opt_step:83750 lr:0.0003 alpha:0.05352 +2026-02-11 00:41:01 | INFO | PID:3370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:1044.50 total_reward_ma:858.85 loss:-8.79 fps:334.1 +frame:1.36e+06 wall_t:4071 t:85000 epi:nan +opt_step:84375 lr:0.0003 alpha:0.05393 +2026-02-11 00:41:31 | INFO | PID:3370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:1010.20 total_reward_ma:863.27 loss:-9.044 fps:334.1 +frame:1.37e+06 wall_t:4101 t:85625 epi:nan +opt_step:85000 lr:0.0003 alpha:0.05451 +2026-02-11 00:42:01 | INFO | PID:3370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:1004.30 total_reward_ma:867.58 loss:-9.577 fps:334.1 +frame:1.38e+06 wall_t:4130 t:86250 epi:nan +opt_step:85625 lr:0.0003 alpha:0.05632 +2026-02-11 00:42:30 | INFO | PID:3370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:1000.70 total_reward_ma:871.71 loss:-9.285 fps:334.1 +frame:1.39e+06 wall_t:4160 t:86875 epi:nan +opt_step:86250 lr:0.0003 alpha:0.05612 +2026-02-11 00:43:01 | INFO | PID:3370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:1000.50 total_reward_ma:875.68 loss:-9.361 fps:334.1 +frame:1.40e+06 wall_t:4190 t:87500 epi:nan +opt_step:86875 lr:0.0003 alpha:0.05487 +2026-02-11 00:43:30 | INFO | PID:3370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:985.50 total_reward_ma:879.16 loss:-8.42 fps:334.1 +frame:1.41e+06 wall_t:4220 t:88125 epi:nan +opt_step:87500 lr:0.0003 alpha:0.05638 +2026-02-11 00:44:00 | INFO | PID:3370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:989.30 total_reward_ma:882.75 loss:-9.439 fps:334.1 +frame:1.42e+06 wall_t:4250 t:88750 epi:nan +opt_step:88125 lr:0.0003 alpha:0.05734 +2026-02-11 00:44:30 | INFO | PID:3370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:1013.00 total_reward_ma:886.13 loss:-10.14 fps:334.2 +frame:1.43e+06 wall_t:4279 t:89375 epi:nan +opt_step:88750 lr:0.0003 alpha:0.05729 +2026-02-11 00:44:59 | INFO | PID:3370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:1022.40 total_reward_ma:889.52 loss:-10.12 fps:334.2 +frame:1.44e+06 wall_t:4309 t:90000 epi:nan +opt_step:89375 lr:0.0003 alpha:0.05748 +2026-02-11 00:45:29 | INFO | PID:3370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:1097.70 total_reward_ma:893.11 loss:-10.08 fps:334.3 +frame:1.45e+06 wall_t:4338 t:90625 epi:nan +opt_step:90000 lr:0.0003 alpha:0.05743 +2026-02-11 00:45:59 | INFO | PID:3370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:1118.40 total_reward_ma:896.56 loss:-10.33 fps:334.2 +frame:1.46e+06 wall_t:4369 t:91250 epi:nan +opt_step:90625 lr:0.0003 alpha:0.05717 +2026-02-11 00:46:29 | INFO | PID:3370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:1158.70 total_reward_ma:900.33 loss:-11.08 fps:334.2 +frame:1.47e+06 wall_t:4399 t:91875 epi:nan +opt_step:91250 lr:0.0003 alpha:0.05834 +2026-02-11 00:47:00 | INFO | PID:3370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:1181.00 total_reward_ma:903.92 loss:-11.12 fps:334.2 +frame:1.48e+06 wall_t:4429 t:92500 epi:nan +opt_step:91875 lr:0.0003 alpha:0.05831 +2026-02-11 00:47:29 | INFO | PID:3370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:1198.30 total_reward_ma:907.47 loss:-10.9 fps:334.2 +frame:1.49e+06 wall_t:4459 t:93125 epi:nan +opt_step:92500 lr:0.0003 alpha:0.05852 +2026-02-11 00:48:00 | INFO | PID:3370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:1238.40 total_reward_ma:911.37 loss:-11.27 fps:334.2 +frame:1.50e+06 wall_t:4489 t:93750 epi:nan +opt_step:93125 lr:0.0003 alpha:0.05942 +2026-02-11 00:48:29 | INFO | PID:3370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:1298.00 total_reward_ma:915.44 loss:-11.75 fps:334.1 +frame:1.51e+06 wall_t:4519 t:94375 epi:nan +opt_step:93750 lr:0.0003 alpha:0.05908 +2026-02-11 00:48:59 | INFO | PID:3370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:1318.90 total_reward_ma:919.81 loss:-11.5 fps:334.1 +frame:1.52e+06 wall_t:4549 t:95000 epi:nan +opt_step:94375 lr:0.0003 alpha:0.06019 +2026-02-11 00:49:29 | INFO | PID:3370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:1367.40 total_reward_ma:924.85 loss:-11.65 fps:334.1 +frame:1.53e+06 wall_t:4579 t:95625 epi:nan +opt_step:95000 lr:0.0003 alpha:0.05916 +2026-02-11 00:49:59 | INFO | PID:3370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:1380.80 total_reward_ma:929.63 loss:-12.49 fps:334.1 +frame:1.54e+06 wall_t:4609 t:96250 epi:nan +opt_step:95625 lr:0.0003 alpha:0.05962 +2026-02-11 00:50:29 | INFO | PID:3370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:1412.30 total_reward_ma:935.16 loss:-12.08 fps:334.2 +frame:1.55e+06 wall_t:4638 t:96875 epi:nan +opt_step:96250 lr:0.0003 alpha:0.06061 +2026-02-11 00:50:58 | INFO | PID:3370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:1416.30 total_reward_ma:940.68 loss:-12.45 fps:334.2 +frame:1.56e+06 wall_t:4668 t:97500 epi:nan +opt_step:96875 lr:0.0003 alpha:0.06141 +2026-02-11 00:51:28 | INFO | PID:3370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:1438.60 total_reward_ma:946.83 loss:-12.44 fps:334.2 +frame:1.57e+06 wall_t:4698 t:98125 epi:nan +opt_step:97500 lr:0.0003 alpha:0.06099 +2026-02-11 00:51:59 | INFO | PID:3370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:1504.60 total_reward_ma:953.74 loss:-12.78 fps:334.2 +frame:1.58e+06 wall_t:4728 t:98750 epi:nan +opt_step:98125 lr:0.0003 alpha:0.06087 +2026-02-11 00:52:28 | INFO | PID:3370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:1468.30 total_reward_ma:960.38 loss:-12.64 fps:334.2 +frame:1.59e+06 wall_t:4757 t:99375 epi:nan +opt_step:98750 lr:0.0003 alpha:0.06208 +2026-02-11 00:52:58 | INFO | PID:3370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:1489.90 total_reward_ma:967.75 loss:-13.4 fps:334.2 +frame:1.60e+06 wall_t:4787 t:100000 epi:nan +opt_step:99375 lr:0.0003 alpha:0.06136 +2026-02-11 00:53:27 | INFO | PID:3370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:1434.10 total_reward_ma:974.77 loss:-13.31 fps:334.2 +frame:1.61e+06 wall_t:4817 t:100625 epi:nan +opt_step:100000 lr:0.0003 alpha:0.06042 +2026-02-11 00:53:57 | INFO | PID:3370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:1441.30 total_reward_ma:981.95 loss:-14.55 fps:334.2 +frame:1.62e+06 wall_t:4847 t:101250 epi:nan +opt_step:100625 lr:0.0003 alpha:0.05995 +2026-02-11 00:54:28 | INFO | PID:3370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:1480.10 total_reward_ma:989.40 loss:-14.14 fps:334.2 +frame:1.63e+06 wall_t:4877 t:101875 epi:nan +opt_step:101250 lr:0.0003 alpha:0.05812 +2026-02-11 00:54:57 | INFO | PID:3370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:1494.50 total_reward_ma:997.30 loss:-15.37 fps:334.3 +frame:1.64e+06 wall_t:4906 t:102500 epi:nan +opt_step:101875 lr:0.0003 alpha:0.05903 +2026-02-11 00:55:27 | INFO | PID:3370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:1520.50 total_reward_ma:1005.40 loss:-15.24 fps:334.3 +frame:1.65e+06 wall_t:4936 t:103125 epi:nan +opt_step:102500 lr:0.0003 alpha:0.05758 +2026-02-11 00:55:56 | INFO | PID:3370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:1528.50 total_reward_ma:1013.57 loss:-14.92 fps:334.3 +frame:1.66e+06 wall_t:4966 t:103750 epi:nan +opt_step:103125 lr:0.0003 alpha:0.05657 +2026-02-11 00:56:26 | INFO | PID:3370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:1536.40 total_reward_ma:1021.39 loss:-15.04 fps:334.3 +frame:1.67e+06 wall_t:4995 t:104375 epi:nan +opt_step:103750 lr:0.0003 alpha:0.0574 +2026-02-11 00:56:55 | INFO | PID:3370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:1526.60 total_reward_ma:1029.04 loss:-15.62 fps:334.3 +frame:1.68e+06 wall_t:5025 t:105000 epi:nan +opt_step:104375 lr:0.0003 alpha:0.05584 +2026-02-11 00:57:26 | INFO | PID:3370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:1506.20 total_reward_ma:1036.77 loss:-15.93 fps:334.3 +frame:1.69e+06 wall_t:5055 t:105625 epi:nan +opt_step:105000 lr:0.0003 alpha:0.05468 +2026-02-11 00:57:55 | INFO | PID:3370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:1498.80 total_reward_ma:1044.33 loss:-15.68 fps:334.3 +frame:1.70e+06 wall_t:5085 t:106250 epi:nan +opt_step:105625 lr:0.0003 alpha:0.05404 +2026-02-11 00:58:25 | INFO | PID:3370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:1486.20 total_reward_ma:1051.61 loss:-15.93 fps:334.3 +frame:1.71e+06 wall_t:5115 t:106875 epi:nan +opt_step:106250 lr:0.0003 alpha:0.05345 +2026-02-11 00:58:55 | INFO | PID:3370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:1487.00 total_reward_ma:1058.64 loss:-16.67 fps:334.3 +frame:1.72e+06 wall_t:5145 t:107500 epi:nan +opt_step:106875 lr:0.0003 alpha:0.05225 +2026-02-11 00:59:24 | INFO | PID:3370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:1490.80 total_reward_ma:1065.82 loss:-17.15 fps:334.4 +frame:1.73e+06 wall_t:5174 t:108125 epi:nan +opt_step:107500 lr:0.0003 alpha:0.05279 +2026-02-11 00:59:54 | INFO | PID:3370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:1444.30 total_reward_ma:1072.27 loss:-15.75 fps:334.4 +frame:1.74e+06 wall_t:5204 t:108750 epi:nan +opt_step:108125 lr:0.0003 alpha:0.05312 +2026-02-11 01:00:24 | INFO | PID:3370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:1446.70 total_reward_ma:1078.73 loss:-15.58 fps:334.4 +frame:1.75e+06 wall_t:5234 t:109375 epi:nan +opt_step:108750 lr:0.0003 alpha:0.05245 +2026-02-11 01:00:53 | INFO | PID:3370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:1420.30 total_reward_ma:1084.64 loss:-16.76 fps:334.4 +frame:1.76e+06 wall_t:5263 t:110000 epi:nan +opt_step:109375 lr:0.0003 alpha:0.05207 +2026-02-11 01:01:24 | INFO | PID:3370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:1450.30 total_reward_ma:1091.15 loss:-16.41 fps:334.4 +frame:1.77e+06 wall_t:5293 t:110625 epi:nan +opt_step:110000 lr:0.0003 alpha:0.05176 +2026-02-11 01:01:54 | INFO | PID:3370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:1444.10 total_reward_ma:1097.66 loss:-17 fps:334.3 +frame:1.78e+06 wall_t:5324 t:111250 epi:nan +opt_step:110625 lr:0.0003 alpha:0.05231 +2026-02-11 01:02:24 | INFO | PID:3370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:1443.00 total_reward_ma:1104.26 loss:-17.6 fps:334.3 +frame:1.79e+06 wall_t:5354 t:111875 epi:nan +opt_step:111250 lr:0.0003 alpha:0.05184 +2026-02-11 01:02:54 | INFO | PID:3370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:1380.70 total_reward_ma:1109.92 loss:-17.04 fps:334.3 +frame:1.80e+06 wall_t:5384 t:112500 epi:nan +opt_step:111875 lr:0.0003 alpha:0.0509 +2026-02-11 01:03:25 | INFO | PID:3370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:1325.00 total_reward_ma:1114.71 loss:-17.75 fps:334.3 +frame:1.81e+06 wall_t:5414 t:113125 epi:nan +opt_step:112500 lr:0.0003 alpha:0.05176 +2026-02-11 01:03:54 | INFO | PID:3370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:1317.10 total_reward_ma:1119.25 loss:-17.12 fps:334.4 +frame:1.82e+06 wall_t:5443 t:113750 epi:nan +opt_step:113125 lr:0.0003 alpha:0.05137 +2026-02-11 01:04:23 | INFO | PID:3370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:1324.70 total_reward_ma:1123.33 loss:-17.37 fps:334.4 +frame:1.83e+06 wall_t:5473 t:114375 epi:nan +opt_step:113750 lr:0.0003 alpha:0.05218 +2026-02-11 01:04:53 | INFO | PID:3370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:1325.40 total_reward_ma:1127.46 loss:-17.71 fps:334.4 +frame:1.84e+06 wall_t:5502 t:115000 epi:nan +opt_step:114375 lr:0.0003 alpha:0.05356 +2026-02-11 01:05:23 | INFO | PID:3370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:1335.50 total_reward_ma:1131.53 loss:-17.16 fps:334.4 +frame:1.85e+06 wall_t:5532 t:115625 epi:nan +opt_step:115000 lr:0.0003 alpha:0.05161 +2026-02-11 01:05:52 | INFO | PID:3370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:1309.80 total_reward_ma:1135.16 loss:-17.79 fps:334.5 +frame:1.86e+06 wall_t:5561 t:116250 epi:nan +opt_step:115625 lr:0.0003 alpha:0.05188 +2026-02-11 01:06:21 | INFO | PID:3370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:1326.80 total_reward_ma:1138.55 loss:-16.93 fps:334.5 +frame:1.87e+06 wall_t:5591 t:116875 epi:nan +opt_step:116250 lr:0.0003 alpha:0.0505 +2026-02-11 01:06:51 | INFO | PID:3370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:1380.90 total_reward_ma:1142.47 loss:-17.72 fps:334.5 +frame:1.88e+06 wall_t:5621 t:117500 epi:nan +opt_step:116875 lr:0.0003 alpha:0.05172 +2026-02-11 01:07:22 | INFO | PID:3370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:1379.20 total_reward_ma:1146.41 loss:-16.07 fps:334.5 +frame:1.89e+06 wall_t:5651 t:118125 epi:nan +opt_step:117500 lr:0.0003 alpha:0.05062 +2026-02-11 01:07:51 | INFO | PID:3370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:1421.40 total_reward_ma:1150.90 loss:-17.23 fps:334.4 +frame:1.90e+06 wall_t:5681 t:118750 epi:nan +opt_step:118125 lr:0.0003 alpha:0.0516 +2026-02-11 01:08:21 | INFO | PID:3370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:1425.40 total_reward_ma:1155.46 loss:-16.88 fps:334.4 +frame:1.91e+06 wall_t:5711 t:119375 epi:nan +opt_step:118750 lr:0.0003 alpha:0.05187 +2026-02-11 01:08:50 | INFO | PID:3370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:1489.80 total_reward_ma:1160.36 loss:-17.15 fps:334.5 +frame:1.92e+06 wall_t:5740 t:120000 epi:nan +opt_step:119375 lr:0.0003 alpha:0.05001 +2026-02-11 01:09:20 | INFO | PID:3370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:1491.70 total_reward_ma:1165.87 loss:-18.05 fps:334.5 +frame:1.93e+06 wall_t:5769 t:120625 epi:nan +opt_step:120000 lr:0.0003 alpha:0.05147 +2026-02-11 01:09:49 | INFO | PID:3370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:1540.00 total_reward_ma:1171.72 loss:-16.75 fps:334.5 +frame:1.94e+06 wall_t:5799 t:121250 epi:nan +opt_step:120625 lr:0.0003 alpha:0.04996 +2026-02-11 01:10:19 | INFO | PID:3370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:1542.80 total_reward_ma:1178.22 loss:-17.43 fps:334.5 +frame:1.95e+06 wall_t:5829 t:121875 epi:nan +opt_step:121250 lr:0.0003 alpha:0.04977 +2026-02-11 01:10:49 | INFO | PID:3370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:1547.60 total_reward_ma:1184.69 loss:-17.06 fps:334.5 +frame:1.96e+06 wall_t:5859 t:122500 epi:nan +opt_step:121875 lr:0.0003 alpha:0.04854 +2026-02-11 01:11:19 | INFO | PID:3370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:1572.20 total_reward_ma:1191.43 loss:-16.37 fps:334.5 +frame:1.97e+06 wall_t:5889 t:123125 epi:nan +opt_step:122500 lr:0.0003 alpha:0.04881 +2026-02-11 01:11:48 | INFO | PID:3370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:1574.50 total_reward_ma:1198.26 loss:-17.07 fps:334.6 +frame:1.98e+06 wall_t:5918 t:123750 epi:nan +opt_step:123125 lr:0.0003 alpha:0.04905 +2026-02-11 01:12:18 | INFO | PID:3370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:1630.10 total_reward_ma:1204.89 loss:-15.74 fps:334.6 +frame:1.99e+06 wall_t:5948 t:124375 epi:nan +opt_step:123750 lr:0.0003 alpha:0.04817 +2026-02-11 01:12:48 | INFO | PID:3370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:1578.00 total_reward_ma:1211.21 loss:-16.63 fps:334.6 +frame:2.00e+06 wall_t:5978 t:125000 epi:nan +opt_step:124375 lr:0.0003 alpha:0.04702 +2026-02-11 01:12:49 | INFO | PID:3370 | slm_lab.lib.logger:info | Session 1 done diff --git a/data/sac_atari_mspacman_2026_02_10_233302/log/sac_atari_mspacman_t0_s2.log b/data/sac_atari_mspacman_2026_02_10_233302/log/sac_atari_mspacman_t0_s2.log new file mode 100644 index 0000000000000000000000000000000000000000..cf3f10f07f339b37052725e05fee77695b70faad --- /dev/null +++ b/data/sac_atari_mspacman_2026_02_10_233302/log/sac_atari_mspacman_t0_s2.log @@ -0,0 +1,802 @@ +2026-02-10 23:33:08 | INFO | PID:3371 | slm_lab.env:_make_vector_env | AtariVectorEnv: 16 envs, native preprocessing +2026-02-10 23:34:01 | INFO | PID:3371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:230.77 total_reward_ma:230.77 loss:nan fps:196.1 +frame:1.00e+04 wall_t:51 t:625 epi:nan +opt_step:0 lr:0.0003 alpha:1 +2026-02-10 23:34:31 | INFO | PID:3371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:265.76 total_reward_ma:248.26 loss:-9.533 fps:246.9 +frame:2.00e+04 wall_t:81 t:1250 epi:nan +opt_step:625 lr:0.0003 alpha:0.8339 +2026-02-10 23:35:01 | INFO | PID:3371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:274.72 total_reward_ma:257.08 loss:-13.79 fps:272.7 +frame:3.00e+04 wall_t:110 t:1875 epi:nan +opt_step:1250 lr:0.0003 alpha:0.7053 +2026-02-10 23:35:31 | INFO | PID:3371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:266.43 total_reward_ma:259.42 loss:-17.2 fps:283.7 +frame:4.00e+04 wall_t:141 t:2500 epi:nan +opt_step:1875 lr:0.0003 alpha:0.6021 +2026-02-10 23:36:01 | INFO | PID:3371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:256.42 total_reward_ma:258.82 loss:-19.98 fps:294.1 +frame:5.00e+04 wall_t:170 t:3125 epi:nan +opt_step:2500 lr:0.0003 alpha:0.5173 +2026-02-10 23:36:30 | INFO | PID:3371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:264.70 total_reward_ma:259.80 loss:-22.62 fps:300 +frame:6.00e+04 wall_t:200 t:3750 epi:nan +opt_step:3125 lr:0.0003 alpha:0.4464 +2026-02-10 23:37:00 | INFO | PID:3371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:257.80 total_reward_ma:259.51 loss:-24.71 fps:304.3 +frame:7.00e+04 wall_t:230 t:4375 epi:nan +opt_step:3750 lr:0.0003 alpha:0.3864 +2026-02-10 23:37:30 | INFO | PID:3371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:254.30 total_reward_ma:258.86 loss:-25.58 fps:308.9 +frame:8.00e+04 wall_t:259 t:5000 epi:nan +opt_step:4375 lr:0.0003 alpha:0.3353 +2026-02-10 23:38:00 | INFO | PID:3371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:262.40 total_reward_ma:259.25 loss:-27.22 fps:311.4 +frame:9.00e+04 wall_t:289 t:5625 epi:nan +opt_step:5000 lr:0.0003 alpha:0.2913 +2026-02-10 23:38:30 | INFO | PID:3371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:265.90 total_reward_ma:259.92 loss:-27.4 fps:312.5 +frame:1.00e+05 wall_t:320 t:6250 epi:nan +opt_step:5625 lr:0.0003 alpha:0.2534 +2026-02-10 23:39:00 | INFO | PID:3371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:262.50 total_reward_ma:260.15 loss:-28.69 fps:314.3 +frame:1.10e+05 wall_t:350 t:6875 epi:nan +opt_step:6250 lr:0.0003 alpha:0.2206 +2026-02-10 23:39:30 | INFO | PID:3371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:263.10 total_reward_ma:260.40 loss:-29.3 fps:315.8 +frame:1.20e+05 wall_t:380 t:7500 epi:nan +opt_step:6875 lr:0.0003 alpha:0.1922 +2026-02-10 23:40:00 | INFO | PID:3371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:274.40 total_reward_ma:261.48 loss:-29.33 fps:317.1 +frame:1.30e+05 wall_t:410 t:8125 epi:nan +opt_step:7500 lr:0.0003 alpha:0.1675 +2026-02-10 23:40:30 | INFO | PID:3371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:266.90 total_reward_ma:261.86 loss:-29.08 fps:318.2 +frame:1.40e+05 wall_t:440 t:8750 epi:nan +opt_step:8125 lr:0.0003 alpha:0.146 +2026-02-10 23:41:00 | INFO | PID:3371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:275.10 total_reward_ma:262.75 loss:-28.71 fps:319.1 +frame:1.50e+05 wall_t:470 t:9375 epi:nan +opt_step:8750 lr:0.0003 alpha:0.1273 +2026-02-10 23:41:30 | INFO | PID:3371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:275.20 total_reward_ma:263.52 loss:-29.39 fps:320 +frame:1.60e+05 wall_t:500 t:10000 epi:nan +opt_step:9375 lr:0.0003 alpha:0.1111 +2026-02-10 23:42:00 | INFO | PID:3371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:272.70 total_reward_ma:264.06 loss:-28.9 fps:320.8 +frame:1.70e+05 wall_t:530 t:10625 epi:nan +opt_step:10000 lr:0.0003 alpha:0.09692 +2026-02-10 23:42:31 | INFO | PID:3371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:276.00 total_reward_ma:264.73 loss:-29.33 fps:321.4 +frame:1.80e+05 wall_t:560 t:11250 epi:nan +opt_step:10625 lr:0.0003 alpha:0.08459 +2026-02-10 23:43:01 | INFO | PID:3371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:282.00 total_reward_ma:265.64 loss:-28.99 fps:321.5 +frame:1.90e+05 wall_t:591 t:11875 epi:nan +opt_step:11250 lr:0.0003 alpha:0.07386 +2026-02-10 23:43:31 | INFO | PID:3371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:281.80 total_reward_ma:266.44 loss:-28.41 fps:322.1 +frame:2.00e+05 wall_t:621 t:12500 epi:nan +opt_step:11875 lr:0.0003 alpha:0.06451 +2026-02-10 23:44:02 | INFO | PID:3371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:285.60 total_reward_ma:267.36 loss:-28.38 fps:322.6 +frame:2.10e+05 wall_t:651 t:13125 epi:nan +opt_step:12500 lr:0.0003 alpha:0.05637 +2026-02-10 23:44:32 | INFO | PID:3371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:301.80 total_reward_ma:268.92 loss:-27.21 fps:323.1 +frame:2.20e+05 wall_t:681 t:13750 epi:nan +opt_step:13125 lr:0.0003 alpha:0.04929 +2026-02-10 23:45:01 | INFO | PID:3371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:302.60 total_reward_ma:270.39 loss:-27.39 fps:323.5 +frame:2.30e+05 wall_t:711 t:14375 epi:nan +opt_step:13750 lr:0.0003 alpha:0.04312 +2026-02-10 23:45:31 | INFO | PID:3371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:300.80 total_reward_ma:271.65 loss:-26.82 fps:323.9 +frame:2.40e+05 wall_t:741 t:15000 epi:nan +opt_step:14375 lr:0.0003 alpha:0.03774 +2026-02-10 23:46:01 | INFO | PID:3371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:310.40 total_reward_ma:273.20 loss:-26.4 fps:324.3 +frame:2.50e+05 wall_t:771 t:15625 epi:nan +opt_step:15000 lr:0.0003 alpha:0.03308 +2026-02-10 23:46:31 | INFO | PID:3371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:310.40 total_reward_ma:274.63 loss:-26.25 fps:324.6 +frame:2.60e+05 wall_t:801 t:16250 epi:nan +opt_step:15625 lr:0.0003 alpha:0.02901 +2026-02-10 23:47:01 | INFO | PID:3371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:315.30 total_reward_ma:276.14 loss:-25.43 fps:324.9 +frame:2.70e+05 wall_t:831 t:16875 epi:nan +opt_step:16250 lr:0.0003 alpha:0.02548 +2026-02-10 23:47:31 | INFO | PID:3371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:336.50 total_reward_ma:278.30 loss:-24.75 fps:325.2 +frame:2.80e+05 wall_t:861 t:17500 epi:nan +opt_step:16875 lr:0.0003 alpha:0.02241 +2026-02-10 23:48:01 | INFO | PID:3371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:350.40 total_reward_ma:280.78 loss:-24.54 fps:325.8 +frame:2.90e+05 wall_t:890 t:18125 epi:nan +opt_step:17500 lr:0.0003 alpha:0.01972 +2026-02-10 23:48:30 | INFO | PID:3371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:381.30 total_reward_ma:284.13 loss:-24.2 fps:326.1 +frame:3.00e+05 wall_t:920 t:18750 epi:nan +opt_step:18125 lr:0.0003 alpha:0.01751 +2026-02-10 23:49:00 | INFO | PID:3371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:415.50 total_reward_ma:288.37 loss:-23.2 fps:326.7 +frame:3.10e+05 wall_t:949 t:19375 epi:nan +opt_step:18750 lr:0.0003 alpha:0.01552 +2026-02-10 23:49:29 | INFO | PID:3371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:454.90 total_reward_ma:293.57 loss:-22.32 fps:327.2 +frame:3.20e+05 wall_t:978 t:20000 epi:nan +opt_step:19375 lr:0.0003 alpha:0.01398 +2026-02-10 23:49:58 | INFO | PID:3371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:477.70 total_reward_ma:299.15 loss:-22.19 fps:327.7 +frame:3.30e+05 wall_t:1007 t:20625 epi:nan +opt_step:20000 lr:0.0003 alpha:0.0127 +2026-02-10 23:50:27 | INFO | PID:3371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:499.30 total_reward_ma:305.04 loss:-22.13 fps:327.9 +frame:3.40e+05 wall_t:1037 t:21250 epi:nan +opt_step:20625 lr:0.0003 alpha:0.01148 +2026-02-10 23:50:57 | INFO | PID:3371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:558.50 total_reward_ma:312.28 loss:-21.82 fps:328 +frame:3.50e+05 wall_t:1067 t:21875 epi:nan +opt_step:21250 lr:0.0003 alpha:0.01053 +2026-02-10 23:51:27 | INFO | PID:3371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:580.20 total_reward_ma:319.72 loss:-21.33 fps:328.2 +frame:3.60e+05 wall_t:1097 t:22500 epi:nan +opt_step:21875 lr:0.0003 alpha:0.009868 +2026-02-10 23:51:57 | INFO | PID:3371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:603.10 total_reward_ma:327.38 loss:-20.87 fps:328.3 +frame:3.70e+05 wall_t:1127 t:23125 epi:nan +opt_step:22500 lr:0.0003 alpha:0.009313 +2026-02-10 23:52:27 | INFO | PID:3371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:638.00 total_reward_ma:335.56 loss:-20.12 fps:328.7 +frame:3.80e+05 wall_t:1156 t:23750 epi:nan +opt_step:23125 lr:0.0003 alpha:0.008923 +2026-02-10 23:52:57 | INFO | PID:3371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:655.20 total_reward_ma:343.75 loss:-20.01 fps:328.6 +frame:3.90e+05 wall_t:1187 t:24375 epi:nan +opt_step:23750 lr:0.0003 alpha:0.008541 +2026-02-10 23:53:28 | INFO | PID:3371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:669.90 total_reward_ma:351.91 loss:-19.26 fps:328.7 +frame:4.00e+05 wall_t:1217 t:25000 epi:nan +opt_step:24375 lr:0.0003 alpha:0.008233 +2026-02-10 23:53:57 | INFO | PID:3371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:680.30 total_reward_ma:359.92 loss:-19.03 fps:329.1 +frame:4.10e+05 wall_t:1246 t:25625 epi:nan +opt_step:25000 lr:0.0003 alpha:0.008182 +2026-02-10 23:54:26 | INFO | PID:3371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:677.50 total_reward_ma:367.48 loss:-17.96 fps:329.2 +frame:4.20e+05 wall_t:1276 t:26250 epi:nan +opt_step:25625 lr:0.0003 alpha:0.008514 +2026-02-10 23:54:57 | INFO | PID:3371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:706.80 total_reward_ma:375.37 loss:-18.42 fps:329.2 +frame:4.30e+05 wall_t:1306 t:26875 epi:nan +opt_step:26250 lr:0.0003 alpha:0.008291 +2026-02-10 23:55:27 | INFO | PID:3371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:731.00 total_reward_ma:383.45 loss:-17.75 fps:329.3 +frame:4.40e+05 wall_t:1336 t:27500 epi:nan +opt_step:26875 lr:0.0003 alpha:0.008321 +2026-02-10 23:55:56 | INFO | PID:3371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:731.40 total_reward_ma:391.18 loss:-17.49 fps:329.4 +frame:4.50e+05 wall_t:1366 t:28125 epi:nan +opt_step:27500 lr:0.0003 alpha:0.008042 +2026-02-10 23:56:26 | INFO | PID:3371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:747.20 total_reward_ma:398.92 loss:-17.08 fps:329.5 +frame:4.60e+05 wall_t:1396 t:28750 epi:nan +opt_step:28125 lr:0.0003 alpha:0.008109 +2026-02-10 23:56:55 | INFO | PID:3371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:774.80 total_reward_ma:406.92 loss:-16.55 fps:329.8 +frame:4.70e+05 wall_t:1425 t:29375 epi:nan +opt_step:28750 lr:0.0003 alpha:0.008636 +2026-02-10 23:57:25 | INFO | PID:3371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:801.70 total_reward_ma:415.15 loss:-16.27 fps:329.9 +frame:4.80e+05 wall_t:1455 t:30000 epi:nan +opt_step:29375 lr:0.0003 alpha:0.009611 +2026-02-10 23:57:56 | INFO | PID:3371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:816.70 total_reward_ma:423.34 loss:-15.63 fps:330 +frame:4.90e+05 wall_t:1485 t:30625 epi:nan +opt_step:30000 lr:0.0003 alpha:0.01049 +2026-02-10 23:58:26 | INFO | PID:3371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:828.00 total_reward_ma:431.43 loss:-15.49 fps:330 +frame:5.00e+05 wall_t:1515 t:31250 epi:nan +opt_step:30625 lr:0.0003 alpha:0.01129 +2026-02-10 23:58:56 | INFO | PID:3371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:829.60 total_reward_ma:439.24 loss:-15.82 fps:329.9 +frame:5.10e+05 wall_t:1546 t:31875 epi:nan +opt_step:31250 lr:0.0003 alpha:0.01164 +2026-02-10 23:59:26 | INFO | PID:3371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:878.40 total_reward_ma:447.69 loss:-15.17 fps:329.9 +frame:5.20e+05 wall_t:1576 t:32500 epi:nan +opt_step:31875 lr:0.0003 alpha:0.01291 +2026-02-10 23:59:56 | INFO | PID:3371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:887.00 total_reward_ma:455.98 loss:-14.96 fps:330.2 +frame:5.30e+05 wall_t:1605 t:33125 epi:nan +opt_step:32500 lr:0.0003 alpha:0.01252 +2026-02-11 00:00:26 | INFO | PID:3371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:849.60 total_reward_ma:463.26 loss:-14.92 fps:330.1 +frame:5.40e+05 wall_t:1636 t:33750 epi:nan +opt_step:33125 lr:0.0003 alpha:0.01264 +2026-02-11 00:00:56 | INFO | PID:3371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:870.50 total_reward_ma:470.67 loss:-14.2 fps:330.3 +frame:5.50e+05 wall_t:1665 t:34375 epi:nan +opt_step:33750 lr:0.0003 alpha:0.01408 +2026-02-11 00:01:26 | INFO | PID:3371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:849.80 total_reward_ma:477.44 loss:-13.84 fps:330.4 +frame:5.60e+05 wall_t:1695 t:35000 epi:nan +opt_step:34375 lr:0.0003 alpha:0.01374 +2026-02-11 00:01:55 | INFO | PID:3371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:883.70 total_reward_ma:484.57 loss:-14.08 fps:330.6 +frame:5.70e+05 wall_t:1724 t:35625 epi:nan +opt_step:35000 lr:0.0003 alpha:0.01532 +2026-02-11 00:02:25 | INFO | PID:3371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:862.70 total_reward_ma:491.09 loss:-13.39 fps:330.7 +frame:5.80e+05 wall_t:1754 t:36250 epi:nan +opt_step:35625 lr:0.0003 alpha:0.01504 +2026-02-11 00:02:55 | INFO | PID:3371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:860.10 total_reward_ma:497.34 loss:-13.72 fps:330.7 +frame:5.90e+05 wall_t:1784 t:36875 epi:nan +opt_step:36250 lr:0.0003 alpha:0.01537 +2026-02-11 00:03:24 | INFO | PID:3371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:886.60 total_reward_ma:503.83 loss:-13.51 fps:330.8 +frame:6.00e+05 wall_t:1814 t:37500 epi:nan +opt_step:36875 lr:0.0003 alpha:0.01502 +2026-02-11 00:03:54 | INFO | PID:3371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:879.10 total_reward_ma:509.98 loss:-12.65 fps:330.8 +frame:6.10e+05 wall_t:1844 t:38125 epi:nan +opt_step:37500 lr:0.0003 alpha:0.01537 +2026-02-11 00:04:24 | INFO | PID:3371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:897.60 total_reward_ma:516.23 loss:-12.55 fps:330.8 +frame:6.20e+05 wall_t:1874 t:38750 epi:nan +opt_step:38125 lr:0.0003 alpha:0.01585 +2026-02-11 00:04:54 | INFO | PID:3371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:912.00 total_reward_ma:522.51 loss:-12.45 fps:331.1 +frame:6.30e+05 wall_t:1903 t:39375 epi:nan +opt_step:38750 lr:0.0003 alpha:0.01708 +2026-02-11 00:05:24 | INFO | PID:3371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:941.80 total_reward_ma:529.07 loss:-12.52 fps:330.9 +frame:6.40e+05 wall_t:1934 t:40000 epi:nan +opt_step:39375 lr:0.0003 alpha:0.01751 +2026-02-11 00:05:54 | INFO | PID:3371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:956.90 total_reward_ma:535.65 loss:-12.15 fps:331.1 +frame:6.50e+05 wall_t:1963 t:40625 epi:nan +opt_step:40000 lr:0.0003 alpha:0.01705 +2026-02-11 00:06:24 | INFO | PID:3371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:959.90 total_reward_ma:542.08 loss:-11.39 fps:331 +frame:6.60e+05 wall_t:1994 t:41250 epi:nan +opt_step:40625 lr:0.0003 alpha:0.01772 +2026-02-11 00:06:54 | INFO | PID:3371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:1009.10 total_reward_ma:549.05 loss:-11.66 fps:331.2 +frame:6.70e+05 wall_t:2023 t:41875 epi:nan +opt_step:41250 lr:0.0003 alpha:0.01849 +2026-02-11 00:07:23 | INFO | PID:3371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:1042.70 total_reward_ma:556.31 loss:-11.52 fps:331.2 +frame:6.80e+05 wall_t:2053 t:42500 epi:nan +opt_step:41875 lr:0.0003 alpha:0.01883 +2026-02-11 00:07:54 | INFO | PID:3371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:1047.30 total_reward_ma:563.42 loss:-11.45 fps:331.1 +frame:6.90e+05 wall_t:2084 t:43125 epi:nan +opt_step:42500 lr:0.0003 alpha:0.01893 +2026-02-11 00:08:24 | INFO | PID:3371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:1041.50 total_reward_ma:570.25 loss:-11.23 fps:331.1 +frame:7.00e+05 wall_t:2114 t:43750 epi:nan +opt_step:43125 lr:0.0003 alpha:0.01938 +2026-02-11 00:08:53 | INFO | PID:3371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:1070.40 total_reward_ma:577.30 loss:-10.79 fps:331.3 +frame:7.10e+05 wall_t:2143 t:44375 epi:nan +opt_step:43750 lr:0.0003 alpha:0.0203 +2026-02-11 00:09:23 | INFO | PID:3371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:1070.90 total_reward_ma:584.15 loss:-10.72 fps:331.3 +frame:7.20e+05 wall_t:2173 t:45000 epi:nan +opt_step:44375 lr:0.0003 alpha:0.02104 +2026-02-11 00:09:53 | INFO | PID:3371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:1102.40 total_reward_ma:591.25 loss:-11.24 fps:331.5 +frame:7.30e+05 wall_t:2202 t:45625 epi:nan +opt_step:45000 lr:0.0003 alpha:0.02124 +2026-02-11 00:10:23 | INFO | PID:3371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:1085.60 total_reward_ma:597.93 loss:-10.34 fps:331.5 +frame:7.40e+05 wall_t:2232 t:46250 epi:nan +opt_step:45625 lr:0.0003 alpha:0.02126 +2026-02-11 00:10:53 | INFO | PID:3371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:1087.80 total_reward_ma:604.46 loss:-10.59 fps:331.4 +frame:7.50e+05 wall_t:2263 t:46875 epi:nan +opt_step:46250 lr:0.0003 alpha:0.02171 +2026-02-11 00:11:23 | INFO | PID:3371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:1075.70 total_reward_ma:610.66 loss:-10.23 fps:331.4 +frame:7.60e+05 wall_t:2293 t:47500 epi:nan +opt_step:46875 lr:0.0003 alpha:0.02199 +2026-02-11 00:11:53 | INFO | PID:3371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:1033.70 total_reward_ma:616.16 loss:-9.87 fps:331.5 +frame:7.70e+05 wall_t:2323 t:48125 epi:nan +opt_step:47500 lr:0.0003 alpha:0.02238 +2026-02-11 00:12:22 | INFO | PID:3371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:1022.30 total_reward_ma:621.36 loss:-9.488 fps:331.6 +frame:7.80e+05 wall_t:2352 t:48750 epi:nan +opt_step:48125 lr:0.0003 alpha:0.02274 +2026-02-11 00:12:52 | INFO | PID:3371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:1027.30 total_reward_ma:626.50 loss:-9.6 fps:331.8 +frame:7.90e+05 wall_t:2381 t:49375 epi:nan +opt_step:48750 lr:0.0003 alpha:0.02264 +2026-02-11 00:13:22 | INFO | PID:3371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:985.70 total_reward_ma:630.99 loss:-8.951 fps:331.8 +frame:8.00e+05 wall_t:2411 t:50000 epi:nan +opt_step:49375 lr:0.0003 alpha:0.02297 +2026-02-11 00:13:51 | INFO | PID:3371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:947.00 total_reward_ma:634.89 loss:-8.978 fps:331.8 +frame:8.10e+05 wall_t:2441 t:50625 epi:nan +opt_step:50000 lr:0.0003 alpha:0.02365 +2026-02-11 00:14:21 | INFO | PID:3371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:950.70 total_reward_ma:638.74 loss:-8.988 fps:331.8 +frame:8.20e+05 wall_t:2471 t:51250 epi:nan +opt_step:50625 lr:0.0003 alpha:0.02438 +2026-02-11 00:14:51 | INFO | PID:3371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:900.50 total_reward_ma:641.90 loss:-8.83 fps:331.9 +frame:8.30e+05 wall_t:2501 t:51875 epi:nan +opt_step:51250 lr:0.0003 alpha:0.02583 +2026-02-11 00:15:21 | INFO | PID:3371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:866.10 total_reward_ma:644.57 loss:-8.613 fps:331.9 +frame:8.40e+05 wall_t:2531 t:52500 epi:nan +opt_step:51875 lr:0.0003 alpha:0.02672 +2026-02-11 00:15:51 | INFO | PID:3371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:870.90 total_reward_ma:647.23 loss:-8.902 fps:331.9 +frame:8.50e+05 wall_t:2561 t:53125 epi:nan +opt_step:52500 lr:0.0003 alpha:0.02746 +2026-02-11 00:16:21 | INFO | PID:3371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:827.30 total_reward_ma:649.32 loss:-8.651 fps:332 +frame:8.60e+05 wall_t:2590 t:53750 epi:nan +opt_step:53125 lr:0.0003 alpha:0.02816 +2026-02-11 00:16:51 | INFO | PID:3371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:808.70 total_reward_ma:651.16 loss:-8.719 fps:331.9 +frame:8.70e+05 wall_t:2621 t:54375 epi:nan +opt_step:53750 lr:0.0003 alpha:0.02796 +2026-02-11 00:17:21 | INFO | PID:3371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:855.90 total_reward_ma:653.48 loss:-7.967 fps:332 +frame:8.80e+05 wall_t:2651 t:55000 epi:nan +opt_step:54375 lr:0.0003 alpha:0.02909 +2026-02-11 00:17:52 | INFO | PID:3371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:907.20 total_reward_ma:656.33 loss:-8.001 fps:332 +frame:8.90e+05 wall_t:2681 t:55625 epi:nan +opt_step:55000 lr:0.0003 alpha:0.02835 +2026-02-11 00:18:22 | INFO | PID:3371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:980.90 total_reward_ma:659.94 loss:-7.281 fps:332 +frame:9.00e+05 wall_t:2711 t:56250 epi:nan +opt_step:55625 lr:0.0003 alpha:0.03011 +2026-02-11 00:18:51 | INFO | PID:3371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:978.20 total_reward_ma:663.44 loss:-7.408 fps:332 +frame:9.10e+05 wall_t:2741 t:56875 epi:nan +opt_step:56250 lr:0.0003 alpha:0.03167 +2026-02-11 00:19:21 | INFO | PID:3371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:1051.50 total_reward_ma:667.66 loss:-7.444 fps:332.1 +frame:9.20e+05 wall_t:2770 t:57500 epi:nan +opt_step:56875 lr:0.0003 alpha:0.03181 +2026-02-11 00:19:51 | INFO | PID:3371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:1069.20 total_reward_ma:671.97 loss:-7.667 fps:332 +frame:9.30e+05 wall_t:2801 t:58125 epi:nan +opt_step:57500 lr:0.0003 alpha:0.03176 +2026-02-11 00:20:22 | INFO | PID:3371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:1084.90 total_reward_ma:676.37 loss:-7.514 fps:332 +frame:9.40e+05 wall_t:2831 t:58750 epi:nan +opt_step:58125 lr:0.0003 alpha:0.03235 +2026-02-11 00:20:52 | INFO | PID:3371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:993.20 total_reward_ma:679.70 loss:-7.869 fps:332.1 +frame:9.50e+05 wall_t:2861 t:59375 epi:nan +opt_step:58750 lr:0.0003 alpha:0.03303 +2026-02-11 00:21:22 | INFO | PID:3371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:981.10 total_reward_ma:682.84 loss:-7.638 fps:332.1 +frame:9.60e+05 wall_t:2891 t:60000 epi:nan +opt_step:59375 lr:0.0003 alpha:0.0332 +2026-02-11 00:21:52 | INFO | PID:3371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:1012.20 total_reward_ma:686.24 loss:-7.248 fps:332 +frame:9.70e+05 wall_t:2922 t:60625 epi:nan +opt_step:60000 lr:0.0003 alpha:0.03377 +2026-02-11 00:22:22 | INFO | PID:3371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:1005.10 total_reward_ma:689.49 loss:-7.859 fps:332 +frame:9.80e+05 wall_t:2952 t:61250 epi:nan +opt_step:60625 lr:0.0003 alpha:0.03405 +2026-02-11 00:22:52 | INFO | PID:3371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:1016.10 total_reward_ma:692.79 loss:-7.918 fps:332.1 +frame:9.90e+05 wall_t:2981 t:61875 epi:nan +opt_step:61250 lr:0.0003 alpha:0.03559 +2026-02-11 00:23:22 | INFO | PID:3371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:1052.90 total_reward_ma:696.39 loss:-7.556 fps:332 +frame:1.00e+06 wall_t:3012 t:62500 epi:nan +opt_step:61875 lr:0.0003 alpha:0.0358 +2026-02-11 00:23:52 | INFO | PID:3371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:1075.60 total_reward_ma:704.84 loss:-7.399 fps:332 +frame:1.01e+06 wall_t:3042 t:63125 epi:nan +opt_step:62500 lr:0.0003 alpha:0.03525 +2026-02-11 00:24:21 | INFO | PID:3371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:1157.50 total_reward_ma:713.76 loss:-8.016 fps:332.1 +frame:1.02e+06 wall_t:3071 t:63750 epi:nan +opt_step:63125 lr:0.0003 alpha:0.03586 +2026-02-11 00:24:51 | INFO | PID:3371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:1201.20 total_reward_ma:723.02 loss:-7.4 fps:332.3 +frame:1.03e+06 wall_t:3100 t:64375 epi:nan +opt_step:63750 lr:0.0003 alpha:0.03612 +2026-02-11 00:25:20 | INFO | PID:3371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:1171.00 total_reward_ma:732.07 loss:-7.537 fps:332.3 +frame:1.04e+06 wall_t:3130 t:65000 epi:nan +opt_step:64375 lr:0.0003 alpha:0.03576 +2026-02-11 00:25:49 | INFO | PID:3371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:1168.50 total_reward_ma:741.19 loss:-7.53 fps:332.4 +frame:1.05e+06 wall_t:3159 t:65625 epi:nan +opt_step:65000 lr:0.0003 alpha:0.03667 +2026-02-11 00:26:19 | INFO | PID:3371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:1112.70 total_reward_ma:749.67 loss:-7.683 fps:332.4 +frame:1.06e+06 wall_t:3189 t:66250 epi:nan +opt_step:65625 lr:0.0003 alpha:0.03704 +2026-02-11 00:26:49 | INFO | PID:3371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:1113.90 total_reward_ma:758.23 loss:-7.497 fps:332.4 +frame:1.07e+06 wall_t:3219 t:66875 epi:nan +opt_step:66250 lr:0.0003 alpha:0.03713 +2026-02-11 00:27:19 | INFO | PID:3371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:1046.10 total_reward_ma:766.15 loss:-7.793 fps:332.4 +frame:1.08e+06 wall_t:3249 t:67500 epi:nan +opt_step:66875 lr:0.0003 alpha:0.03765 +2026-02-11 00:27:49 | INFO | PID:3371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:1010.80 total_reward_ma:773.63 loss:-7.568 fps:332.4 +frame:1.09e+06 wall_t:3279 t:68125 epi:nan +opt_step:67500 lr:0.0003 alpha:0.03848 +2026-02-11 00:28:19 | INFO | PID:3371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:971.50 total_reward_ma:780.69 loss:-7.721 fps:332.5 +frame:1.10e+06 wall_t:3308 t:68750 epi:nan +opt_step:68125 lr:0.0003 alpha:0.03883 +2026-02-11 00:28:49 | INFO | PID:3371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:953.30 total_reward_ma:787.59 loss:-7.533 fps:332.5 +frame:1.11e+06 wall_t:3338 t:69375 epi:nan +opt_step:68750 lr:0.0003 alpha:0.03799 +2026-02-11 00:29:19 | INFO | PID:3371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:994.10 total_reward_ma:794.90 loss:-7.586 fps:332.5 +frame:1.12e+06 wall_t:3368 t:70000 epi:nan +opt_step:69375 lr:0.0003 alpha:0.03983 +2026-02-11 00:29:48 | INFO | PID:3371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:1014.60 total_reward_ma:802.31 loss:-8.484 fps:332.5 +frame:1.13e+06 wall_t:3398 t:70625 epi:nan +opt_step:70000 lr:0.0003 alpha:0.04088 +2026-02-11 00:30:18 | INFO | PID:3371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:1019.30 total_reward_ma:809.83 loss:-8.147 fps:332.6 +frame:1.14e+06 wall_t:3428 t:71250 epi:nan +opt_step:70625 lr:0.0003 alpha:0.04219 +2026-02-11 00:30:48 | INFO | PID:3371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:1053.00 total_reward_ma:817.61 loss:-7.844 fps:332.7 +frame:1.15e+06 wall_t:3457 t:71875 epi:nan +opt_step:71250 lr:0.0003 alpha:0.04193 +2026-02-11 00:31:18 | INFO | PID:3371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:1080.30 total_reward_ma:825.66 loss:-8.25 fps:332.7 +frame:1.16e+06 wall_t:3487 t:72500 epi:nan +opt_step:71875 lr:0.0003 alpha:0.04358 +2026-02-11 00:31:48 | INFO | PID:3371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:1152.10 total_reward_ma:834.45 loss:-8.495 fps:332.6 +frame:1.17e+06 wall_t:3518 t:73125 epi:nan +opt_step:72500 lr:0.0003 alpha:0.04427 +2026-02-11 00:32:18 | INFO | PID:3371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:1214.60 total_reward_ma:843.84 loss:-7.547 fps:332.6 +frame:1.18e+06 wall_t:3548 t:73750 epi:nan +opt_step:73125 lr:0.0003 alpha:0.04539 +2026-02-11 00:32:48 | INFO | PID:3371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:1202.20 total_reward_ma:853.04 loss:-8.294 fps:332.7 +frame:1.19e+06 wall_t:3577 t:74375 epi:nan +opt_step:73750 lr:0.0003 alpha:0.04574 +2026-02-11 00:33:17 | INFO | PID:3371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:1244.90 total_reward_ma:862.67 loss:-8.48 fps:332.7 +frame:1.20e+06 wall_t:3607 t:75000 epi:nan +opt_step:74375 lr:0.0003 alpha:0.04729 +2026-02-11 00:33:47 | INFO | PID:3371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:1272.40 total_reward_ma:872.54 loss:-8.105 fps:332.7 +frame:1.21e+06 wall_t:3637 t:75625 epi:nan +opt_step:75000 lr:0.0003 alpha:0.04748 +2026-02-11 00:34:17 | INFO | PID:3371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:1318.70 total_reward_ma:882.71 loss:-8.958 fps:332.8 +frame:1.22e+06 wall_t:3666 t:76250 epi:nan +opt_step:75625 lr:0.0003 alpha:0.04672 +2026-02-11 00:34:46 | INFO | PID:3371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:1411.60 total_reward_ma:893.80 loss:-8.359 fps:332.9 +frame:1.23e+06 wall_t:3695 t:76875 epi:nan +opt_step:76250 lr:0.0003 alpha:0.0476 +2026-02-11 00:35:15 | INFO | PID:3371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:1436.00 total_reward_ma:905.15 loss:-8.813 fps:333 +frame:1.24e+06 wall_t:3724 t:77500 epi:nan +opt_step:76875 lr:0.0003 alpha:0.04867 +2026-02-11 00:35:44 | INFO | PID:3371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:1485.90 total_reward_ma:916.91 loss:-8.252 fps:333 +frame:1.25e+06 wall_t:3754 t:78125 epi:nan +opt_step:77500 lr:0.0003 alpha:0.04714 +2026-02-11 00:36:14 | INFO | PID:3371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:1475.70 total_reward_ma:928.56 loss:-9.414 fps:333.1 +frame:1.26e+06 wall_t:3783 t:78750 epi:nan +opt_step:78125 lr:0.0003 alpha:0.04905 +2026-02-11 00:36:44 | INFO | PID:3371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:1469.20 total_reward_ma:940.10 loss:-9.187 fps:333.1 +frame:1.27e+06 wall_t:3813 t:79375 epi:nan +opt_step:78750 lr:0.0003 alpha:0.04863 +2026-02-11 00:37:14 | INFO | PID:3371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:1467.60 total_reward_ma:951.41 loss:-8.888 fps:333 +frame:1.28e+06 wall_t:3844 t:80000 epi:nan +opt_step:79375 lr:0.0003 alpha:0.048 +2026-02-11 00:37:45 | INFO | PID:3371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:1428.30 total_reward_ma:962.19 loss:-9.154 fps:333 +frame:1.29e+06 wall_t:3874 t:80625 epi:nan +opt_step:80000 lr:0.0003 alpha:0.04851 +2026-02-11 00:38:15 | INFO | PID:3371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:1367.50 total_reward_ma:972.05 loss:-9.287 fps:333 +frame:1.30e+06 wall_t:3904 t:81250 epi:nan +opt_step:80625 lr:0.0003 alpha:0.0482 +2026-02-11 00:38:45 | INFO | PID:3371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:1358.00 total_reward_ma:981.48 loss:-8.822 fps:333 +frame:1.31e+06 wall_t:3934 t:81875 epi:nan +opt_step:81250 lr:0.0003 alpha:0.04994 +2026-02-11 00:39:15 | INFO | PID:3371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:1370.80 total_reward_ma:990.64 loss:-9.715 fps:332.9 +frame:1.32e+06 wall_t:3965 t:82500 epi:nan +opt_step:81875 lr:0.0003 alpha:0.05109 +2026-02-11 00:39:45 | INFO | PID:3371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:1356.30 total_reward_ma:999.42 loss:-10.04 fps:332.9 +frame:1.33e+06 wall_t:3995 t:83125 epi:nan +opt_step:82500 lr:0.0003 alpha:0.04957 +2026-02-11 00:40:15 | INFO | PID:3371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:1346.30 total_reward_ma:1007.89 loss:-10.11 fps:333 +frame:1.34e+06 wall_t:4024 t:83750 epi:nan +opt_step:83125 lr:0.0003 alpha:0.05051 +2026-02-11 00:40:45 | INFO | PID:3371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:1371.70 total_reward_ma:1016.02 loss:-9.583 fps:333 +frame:1.35e+06 wall_t:4054 t:84375 epi:nan +opt_step:83750 lr:0.0003 alpha:0.05315 +2026-02-11 00:41:15 | INFO | PID:3371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:1392.90 total_reward_ma:1024.15 loss:-9.746 fps:333 +frame:1.36e+06 wall_t:4084 t:85000 epi:nan +opt_step:84375 lr:0.0003 alpha:0.05288 +2026-02-11 00:41:45 | INFO | PID:3371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:1445.40 total_reward_ma:1032.57 loss:-10.34 fps:332.9 +frame:1.37e+06 wall_t:4115 t:85625 epi:nan +opt_step:85000 lr:0.0003 alpha:0.0543 +2026-02-11 00:42:15 | INFO | PID:3371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:1487.20 total_reward_ma:1041.07 loss:-10.56 fps:332.9 +frame:1.38e+06 wall_t:4145 t:86250 epi:nan +opt_step:85625 lr:0.0003 alpha:0.05525 +2026-02-11 00:42:45 | INFO | PID:3371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:1462.00 total_reward_ma:1049.13 loss:-10.94 fps:332.9 +frame:1.39e+06 wall_t:4175 t:86875 epi:nan +opt_step:86250 lr:0.0003 alpha:0.0577 +2026-02-11 00:43:15 | INFO | PID:3371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:1446.70 total_reward_ma:1056.90 loss:-10.37 fps:333 +frame:1.40e+06 wall_t:4204 t:87500 epi:nan +opt_step:86875 lr:0.0003 alpha:0.05851 +2026-02-11 00:43:44 | INFO | PID:3371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:1446.50 total_reward_ma:1064.56 loss:-10.64 fps:333 +frame:1.41e+06 wall_t:4234 t:88125 epi:nan +opt_step:87500 lr:0.0003 alpha:0.05716 +2026-02-11 00:44:14 | INFO | PID:3371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:1423.90 total_reward_ma:1072.03 loss:-11.09 fps:333.1 +frame:1.42e+06 wall_t:4263 t:88750 epi:nan +opt_step:88125 lr:0.0003 alpha:0.05933 +2026-02-11 00:44:44 | INFO | PID:3371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:1405.10 total_reward_ma:1079.01 loss:-11.41 fps:333 +frame:1.43e+06 wall_t:4294 t:89375 epi:nan +opt_step:88750 lr:0.0003 alpha:0.06052 +2026-02-11 00:45:15 | INFO | PID:3371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:1406.90 total_reward_ma:1085.77 loss:-12.24 fps:332.9 +frame:1.44e+06 wall_t:4325 t:90000 epi:nan +opt_step:89375 lr:0.0003 alpha:0.06237 +2026-02-11 00:45:45 | INFO | PID:3371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:1401.90 total_reward_ma:1092.47 loss:-12.09 fps:333 +frame:1.45e+06 wall_t:4354 t:90625 epi:nan +opt_step:90000 lr:0.0003 alpha:0.06299 +2026-02-11 00:46:14 | INFO | PID:3371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:1420.10 total_reward_ma:1099.20 loss:-12.1 fps:333.1 +frame:1.46e+06 wall_t:4383 t:91250 epi:nan +opt_step:90625 lr:0.0003 alpha:0.06376 +2026-02-11 00:46:43 | INFO | PID:3371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:1408.90 total_reward_ma:1105.54 loss:-12.64 fps:333.1 +frame:1.47e+06 wall_t:4413 t:91875 epi:nan +opt_step:91250 lr:0.0003 alpha:0.06286 +2026-02-11 00:47:13 | INFO | PID:3371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:1382.90 total_reward_ma:1111.36 loss:-13.45 fps:333.2 +frame:1.48e+06 wall_t:4442 t:92500 epi:nan +opt_step:91875 lr:0.0003 alpha:0.06427 +2026-02-11 00:47:43 | INFO | PID:3371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:1411.50 total_reward_ma:1117.30 loss:-12.76 fps:333.2 +frame:1.49e+06 wall_t:4472 t:93125 epi:nan +opt_step:92500 lr:0.0003 alpha:0.06336 +2026-02-11 00:48:12 | INFO | PID:3371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:1457.50 total_reward_ma:1123.60 loss:-12.78 fps:333.2 +frame:1.50e+06 wall_t:4502 t:93750 epi:nan +opt_step:93125 lr:0.0003 alpha:0.06221 +2026-02-11 00:48:42 | INFO | PID:3371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:1487.20 total_reward_ma:1130.18 loss:-13.33 fps:333.2 +frame:1.51e+06 wall_t:4532 t:94375 epi:nan +opt_step:93750 lr:0.0003 alpha:0.06378 +2026-02-11 00:49:12 | INFO | PID:3371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:1511.40 total_reward_ma:1136.51 loss:-13.35 fps:333.2 +frame:1.52e+06 wall_t:4562 t:95000 epi:nan +opt_step:94375 lr:0.0003 alpha:0.06386 +2026-02-11 00:49:43 | INFO | PID:3371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:1493.10 total_reward_ma:1142.57 loss:-13.25 fps:333.2 +frame:1.53e+06 wall_t:4592 t:95625 epi:nan +opt_step:95000 lr:0.0003 alpha:0.06339 +2026-02-11 00:50:12 | INFO | PID:3371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:1447.50 total_reward_ma:1148.55 loss:-13.42 fps:333.2 +frame:1.54e+06 wall_t:4622 t:96250 epi:nan +opt_step:95625 lr:0.0003 alpha:0.06139 +2026-02-11 00:50:43 | INFO | PID:3371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:1472.20 total_reward_ma:1154.56 loss:-13.38 fps:333.1 +frame:1.55e+06 wall_t:4653 t:96875 epi:nan +opt_step:96250 lr:0.0003 alpha:0.0643 +2026-02-11 00:51:13 | INFO | PID:3371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:1549.90 total_reward_ma:1161.56 loss:-13.99 fps:333.1 +frame:1.56e+06 wall_t:4683 t:97500 epi:nan +opt_step:96875 lr:0.0003 alpha:0.06432 +2026-02-11 00:51:43 | INFO | PID:3371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:1519.40 total_reward_ma:1167.92 loss:-14.15 fps:333.1 +frame:1.57e+06 wall_t:4713 t:98125 epi:nan +opt_step:97500 lr:0.0003 alpha:0.06345 +2026-02-11 00:52:12 | INFO | PID:3371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:1544.80 total_reward_ma:1174.74 loss:-14.14 fps:333.2 +frame:1.58e+06 wall_t:4742 t:98750 epi:nan +opt_step:98125 lr:0.0003 alpha:0.06308 +2026-02-11 00:52:43 | INFO | PID:3371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:1493.40 total_reward_ma:1181.07 loss:-13.82 fps:333.2 +frame:1.59e+06 wall_t:4772 t:99375 epi:nan +opt_step:98750 lr:0.0003 alpha:0.06227 +2026-02-11 00:53:12 | INFO | PID:3371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:1500.40 total_reward_ma:1187.21 loss:-15.18 fps:333.2 +frame:1.60e+06 wall_t:4802 t:100000 epi:nan +opt_step:99375 lr:0.0003 alpha:0.06283 +2026-02-11 00:53:42 | INFO | PID:3371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:1507.20 total_reward_ma:1193.49 loss:-14.33 fps:333.2 +frame:1.61e+06 wall_t:4832 t:100625 epi:nan +opt_step:100000 lr:0.0003 alpha:0.06203 +2026-02-11 00:54:12 | INFO | PID:3371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:1488.90 total_reward_ma:1199.41 loss:-13.85 fps:333.3 +frame:1.62e+06 wall_t:4861 t:101250 epi:nan +opt_step:100625 lr:0.0003 alpha:0.06244 +2026-02-11 00:54:42 | INFO | PID:3371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:1499.60 total_reward_ma:1205.28 loss:-14.8 fps:333.3 +frame:1.63e+06 wall_t:4891 t:101875 epi:nan +opt_step:101250 lr:0.0003 alpha:0.06256 +2026-02-11 00:55:11 | INFO | PID:3371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:1475.20 total_reward_ma:1210.62 loss:-14.91 fps:333.3 +frame:1.64e+06 wall_t:4920 t:102500 epi:nan +opt_step:101875 lr:0.0003 alpha:0.06137 +2026-02-11 00:55:40 | INFO | PID:3371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:1429.70 total_reward_ma:1215.34 loss:-14.15 fps:333.3 +frame:1.65e+06 wall_t:4950 t:103125 epi:nan +opt_step:102500 lr:0.0003 alpha:0.06188 +2026-02-11 00:56:10 | INFO | PID:3371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:1449.70 total_reward_ma:1220.24 loss:-14.11 fps:333.4 +frame:1.66e+06 wall_t:4979 t:103750 epi:nan +opt_step:103125 lr:0.0003 alpha:0.06107 +2026-02-11 00:56:39 | INFO | PID:3371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:1457.90 total_reward_ma:1224.73 loss:-14.4 fps:333.4 +frame:1.67e+06 wall_t:5009 t:104375 epi:nan +opt_step:103750 lr:0.0003 alpha:0.06123 +2026-02-11 00:57:10 | INFO | PID:3371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:1477.30 total_reward_ma:1229.08 loss:-15.09 fps:333.4 +frame:1.68e+06 wall_t:5039 t:105000 epi:nan +opt_step:104375 lr:0.0003 alpha:0.05939 +2026-02-11 00:57:39 | INFO | PID:3371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:1493.20 total_reward_ma:1233.54 loss:-15.38 fps:333.4 +frame:1.69e+06 wall_t:5069 t:105625 epi:nan +opt_step:105000 lr:0.0003 alpha:0.06041 +2026-02-11 00:58:09 | INFO | PID:3371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:1505.60 total_reward_ma:1238.18 loss:-15.17 fps:333.4 +frame:1.70e+06 wall_t:5099 t:106250 epi:nan +opt_step:105625 lr:0.0003 alpha:0.05995 +2026-02-11 00:58:39 | INFO | PID:3371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:1525.10 total_reward_ma:1242.72 loss:-14.91 fps:333.4 +frame:1.71e+06 wall_t:5129 t:106875 epi:nan +opt_step:106250 lr:0.0003 alpha:0.0591 +2026-02-11 00:59:09 | INFO | PID:3371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:1566.70 total_reward_ma:1247.68 loss:-14.86 fps:333.5 +frame:1.72e+06 wall_t:5158 t:107500 epi:nan +opt_step:106875 lr:0.0003 alpha:0.05918 +2026-02-11 00:59:39 | INFO | PID:3371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:1611.60 total_reward_ma:1252.77 loss:-15.22 fps:333.4 +frame:1.73e+06 wall_t:5189 t:108125 epi:nan +opt_step:107500 lr:0.0003 alpha:0.05975 +2026-02-11 01:00:09 | INFO | PID:3371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:1579.80 total_reward_ma:1257.72 loss:-14.77 fps:333.5 +frame:1.74e+06 wall_t:5218 t:108750 epi:nan +opt_step:108125 lr:0.0003 alpha:0.06016 +2026-02-11 01:00:39 | INFO | PID:3371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:1602.30 total_reward_ma:1262.86 loss:-14.84 fps:333.5 +frame:1.75e+06 wall_t:5248 t:109375 epi:nan +opt_step:108750 lr:0.0003 alpha:0.05929 +2026-02-11 01:01:09 | INFO | PID:3371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:1625.40 total_reward_ma:1268.36 loss:-15.86 fps:333.4 +frame:1.76e+06 wall_t:5279 t:110000 epi:nan +opt_step:109375 lr:0.0003 alpha:0.05905 +2026-02-11 01:01:39 | INFO | PID:3371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:1648.00 total_reward_ma:1274.50 loss:-13.98 fps:333.4 +frame:1.77e+06 wall_t:5309 t:110625 epi:nan +opt_step:110000 lr:0.0003 alpha:0.05737 +2026-02-11 01:02:10 | INFO | PID:3371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:1643.20 total_reward_ma:1280.71 loss:-15.71 fps:333.4 +frame:1.78e+06 wall_t:5339 t:111250 epi:nan +opt_step:110625 lr:0.0003 alpha:0.05919 +2026-02-11 01:02:41 | INFO | PID:3371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:1634.70 total_reward_ma:1286.78 loss:-16.41 fps:333.3 +frame:1.79e+06 wall_t:5370 t:111875 epi:nan +opt_step:111250 lr:0.0003 alpha:0.0572 +2026-02-11 01:03:12 | INFO | PID:3371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:1620.60 total_reward_ma:1293.13 loss:-15.98 fps:333.3 +frame:1.80e+06 wall_t:5401 t:112500 epi:nan +opt_step:111875 lr:0.0003 alpha:0.05695 +2026-02-11 01:03:42 | INFO | PID:3371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:1669.30 total_reward_ma:1300.36 loss:-15.92 fps:333.2 +frame:1.81e+06 wall_t:5432 t:113125 epi:nan +opt_step:112500 lr:0.0003 alpha:0.05784 +2026-02-11 01:04:12 | INFO | PID:3371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:1705.10 total_reward_ma:1307.90 loss:-14.6 fps:333.2 +frame:1.82e+06 wall_t:5462 t:113750 epi:nan +opt_step:113125 lr:0.0003 alpha:0.05924 +2026-02-11 01:04:42 | INFO | PID:3371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:1735.90 total_reward_ma:1316.25 loss:-14.97 fps:333.2 +frame:1.83e+06 wall_t:5492 t:114375 epi:nan +opt_step:113750 lr:0.0003 alpha:0.05731 +2026-02-11 01:05:12 | INFO | PID:3371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:1733.60 total_reward_ma:1324.93 loss:-16.21 fps:333.2 +frame:1.84e+06 wall_t:5522 t:115000 epi:nan +opt_step:114375 lr:0.0003 alpha:0.0575 +2026-02-11 01:05:42 | INFO | PID:3371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:1729.70 total_reward_ma:1333.52 loss:-15.7 fps:333.2 +frame:1.85e+06 wall_t:5552 t:115625 epi:nan +opt_step:115000 lr:0.0003 alpha:0.0589 +2026-02-11 01:06:12 | INFO | PID:3371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:1742.00 total_reward_ma:1342.66 loss:-15.91 fps:333.3 +frame:1.86e+06 wall_t:5581 t:116250 epi:nan +opt_step:115625 lr:0.0003 alpha:0.05732 +2026-02-11 01:06:42 | INFO | PID:3371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:1725.60 total_reward_ma:1351.83 loss:-15.98 fps:333.3 +frame:1.87e+06 wall_t:5611 t:116875 epi:nan +opt_step:116250 lr:0.0003 alpha:0.05676 +2026-02-11 01:07:12 | INFO | PID:3371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:1773.50 total_reward_ma:1361.01 loss:-16.3 fps:333.3 +frame:1.88e+06 wall_t:5641 t:117500 epi:nan +opt_step:116875 lr:0.0003 alpha:0.05664 +2026-02-11 01:07:42 | INFO | PID:3371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:1789.10 total_reward_ma:1369.83 loss:-16.06 fps:333.3 +frame:1.89e+06 wall_t:5671 t:118125 epi:nan +opt_step:117500 lr:0.0003 alpha:0.05619 +2026-02-11 01:08:12 | INFO | PID:3371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:1764.30 total_reward_ma:1377.66 loss:-15.77 fps:333.2 +frame:1.90e+06 wall_t:5702 t:118750 epi:nan +opt_step:118125 lr:0.0003 alpha:0.05671 +2026-02-11 01:08:42 | INFO | PID:3371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:1683.90 total_reward_ma:1384.72 loss:-15.85 fps:333.3 +frame:1.91e+06 wall_t:5731 t:119375 epi:nan +opt_step:118750 lr:0.0003 alpha:0.05585 +2026-02-11 01:09:12 | INFO | PID:3371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:1696.20 total_reward_ma:1391.17 loss:-16.8 fps:333.3 +frame:1.92e+06 wall_t:5761 t:120000 epi:nan +opt_step:119375 lr:0.0003 alpha:0.05571 +2026-02-11 01:09:41 | INFO | PID:3371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:1680.20 total_reward_ma:1397.28 loss:-16.84 fps:333.3 +frame:1.93e+06 wall_t:5791 t:120625 epi:nan +opt_step:120000 lr:0.0003 alpha:0.05634 +2026-02-11 01:10:11 | INFO | PID:3371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:1670.90 total_reward_ma:1403.14 loss:-15.98 fps:333.3 +frame:1.94e+06 wall_t:5821 t:121250 epi:nan +opt_step:120625 lr:0.0003 alpha:0.05482 +2026-02-11 01:10:41 | INFO | PID:3371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:1642.50 total_reward_ma:1409.63 loss:-15.7 fps:333.3 +frame:1.95e+06 wall_t:5851 t:121875 epi:nan +opt_step:121250 lr:0.0003 alpha:0.05445 +2026-02-11 01:11:11 | INFO | PID:3371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:1661.10 total_reward_ma:1416.43 loss:-15.68 fps:333.3 +frame:1.96e+06 wall_t:5881 t:122500 epi:nan +opt_step:121875 lr:0.0003 alpha:0.05431 +2026-02-11 01:11:41 | INFO | PID:3371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:1646.20 total_reward_ma:1422.77 loss:-15.97 fps:333.3 +frame:1.97e+06 wall_t:5910 t:123125 epi:nan +opt_step:122500 lr:0.0003 alpha:0.05457 +2026-02-11 01:12:10 | INFO | PID:3371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:1636.00 total_reward_ma:1429.08 loss:-16.52 fps:333.3 +frame:1.98e+06 wall_t:5940 t:123750 epi:nan +opt_step:123125 lr:0.0003 alpha:0.05456 +2026-02-11 01:12:40 | INFO | PID:3371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:1608.60 total_reward_ma:1435.00 loss:-16.03 fps:333.3 +frame:1.99e+06 wall_t:5970 t:124375 epi:nan +opt_step:123750 lr:0.0003 alpha:0.05312 +2026-02-11 01:13:05 | INFO | PID:3371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:1599.70 total_reward_ma:1440.47 loss:-16.22 fps:333.7 +frame:2.00e+06 wall_t:5994 t:125000 epi:nan +opt_step:124375 lr:0.0003 alpha:0.05407 +2026-02-11 01:13:05 | INFO | PID:3371 | slm_lab.lib.logger:info | Session 2 done diff --git a/data/sac_atari_mspacman_2026_02_10_233302/log/sac_atari_mspacman_t0_s3.log b/data/sac_atari_mspacman_2026_02_10_233302/log/sac_atari_mspacman_t0_s3.log new file mode 100644 index 0000000000000000000000000000000000000000..f845abd1704173fc316bff7338a9805ad02a8458 --- /dev/null +++ b/data/sac_atari_mspacman_2026_02_10_233302/log/sac_atari_mspacman_t0_s3.log @@ -0,0 +1,802 @@ +2026-02-10 23:33:07 | INFO | PID:3372 | slm_lab.env:_make_vector_env | AtariVectorEnv: 16 envs, native preprocessing +2026-02-10 23:34:01 | INFO | PID:3372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:246.00 total_reward_ma:246.00 loss:nan fps:196.1 +frame:1.00e+04 wall_t:51 t:625 epi:nan +opt_step:0 lr:0.0003 alpha:1 +2026-02-10 23:34:31 | INFO | PID:3372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:234.38 total_reward_ma:240.19 loss:-8.491 fps:246.9 +frame:2.00e+04 wall_t:81 t:1250 epi:nan +opt_step:625 lr:0.0003 alpha:0.8347 +2026-02-10 23:35:00 | INFO | PID:3372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:233.85 total_reward_ma:238.07 loss:-12.97 fps:272.7 +frame:3.00e+04 wall_t:110 t:1875 epi:nan +opt_step:1250 lr:0.0003 alpha:0.7061 +2026-02-10 23:35:30 | INFO | PID:3372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:238.51 total_reward_ma:238.18 loss:-16.02 fps:287.8 +frame:4.00e+04 wall_t:139 t:2500 epi:nan +opt_step:1875 lr:0.0003 alpha:0.6028 +2026-02-10 23:35:59 | INFO | PID:3372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:257.31 total_reward_ma:242.01 loss:-19.1 fps:297.6 +frame:5.00e+04 wall_t:168 t:3125 epi:nan +opt_step:2500 lr:0.0003 alpha:0.5179 +2026-02-10 23:36:28 | INFO | PID:3372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:258.90 total_reward_ma:244.82 loss:-21.22 fps:304.6 +frame:6.00e+04 wall_t:197 t:3750 epi:nan +opt_step:3125 lr:0.0003 alpha:0.4469 +2026-02-10 23:36:58 | INFO | PID:3372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:260.60 total_reward_ma:247.08 loss:-23.1 fps:307 +frame:7.00e+04 wall_t:228 t:4375 epi:nan +opt_step:3750 lr:0.0003 alpha:0.3869 +2026-02-10 23:37:27 | INFO | PID:3372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:257.00 total_reward_ma:248.32 loss:-25.27 fps:311.3 +frame:8.00e+04 wall_t:257 t:5000 epi:nan +opt_step:4375 lr:0.0003 alpha:0.3357 +2026-02-10 23:37:56 | INFO | PID:3372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:255.30 total_reward_ma:249.09 loss:-26.63 fps:314.7 +frame:9.00e+04 wall_t:286 t:5625 epi:nan +opt_step:5000 lr:0.0003 alpha:0.2917 +2026-02-10 23:38:27 | INFO | PID:3372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:240.30 total_reward_ma:248.21 loss:-27.4 fps:316.5 +frame:1.00e+05 wall_t:316 t:6250 epi:nan +opt_step:5625 lr:0.0003 alpha:0.2537 +2026-02-10 23:38:57 | INFO | PID:3372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:242.90 total_reward_ma:247.73 loss:-27.67 fps:317 +frame:1.10e+05 wall_t:347 t:6875 epi:nan +opt_step:6250 lr:0.0003 alpha:0.2209 +2026-02-10 23:39:27 | INFO | PID:3372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:260.20 total_reward_ma:248.77 loss:-28.07 fps:318.3 +frame:1.20e+05 wall_t:377 t:7500 epi:nan +opt_step:6875 lr:0.0003 alpha:0.1924 +2026-02-10 23:39:57 | INFO | PID:3372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:267.10 total_reward_ma:250.18 loss:-28.3 fps:319.4 +frame:1.30e+05 wall_t:407 t:8125 epi:nan +opt_step:7500 lr:0.0003 alpha:0.1677 +2026-02-10 23:40:27 | INFO | PID:3372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:269.00 total_reward_ma:251.52 loss:-28.21 fps:320.4 +frame:1.40e+05 wall_t:437 t:8750 epi:nan +opt_step:8125 lr:0.0003 alpha:0.1462 +2026-02-10 23:40:58 | INFO | PID:3372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:271.70 total_reward_ma:252.87 loss:-29.05 fps:321.2 +frame:1.50e+05 wall_t:467 t:9375 epi:nan +opt_step:8750 lr:0.0003 alpha:0.1275 +2026-02-10 23:41:27 | INFO | PID:3372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:262.20 total_reward_ma:253.45 loss:-29.23 fps:321.9 +frame:1.60e+05 wall_t:497 t:10000 epi:nan +opt_step:9375 lr:0.0003 alpha:0.1112 +2026-02-10 23:41:58 | INFO | PID:3372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:266.30 total_reward_ma:254.21 loss:-29 fps:322.6 +frame:1.70e+05 wall_t:527 t:10625 epi:nan +opt_step:10000 lr:0.0003 alpha:0.09709 +2026-02-10 23:42:28 | INFO | PID:3372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:269.90 total_reward_ma:255.08 loss:-28.47 fps:322.6 +frame:1.80e+05 wall_t:558 t:11250 epi:nan +opt_step:10625 lr:0.0003 alpha:0.08476 +2026-02-10 23:42:58 | INFO | PID:3372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:280.30 total_reward_ma:256.41 loss:-28.03 fps:323.1 +frame:1.90e+05 wall_t:588 t:11875 epi:nan +opt_step:11250 lr:0.0003 alpha:0.07402 +2026-02-10 23:43:28 | INFO | PID:3372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:279.30 total_reward_ma:257.55 loss:-27.73 fps:323.6 +frame:2.00e+05 wall_t:618 t:12500 epi:nan +opt_step:11875 lr:0.0003 alpha:0.06467 +2026-02-10 23:43:58 | INFO | PID:3372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:289.00 total_reward_ma:259.05 loss:-27.73 fps:324.1 +frame:2.10e+05 wall_t:648 t:13125 epi:nan +opt_step:12500 lr:0.0003 alpha:0.05652 +2026-02-10 23:44:27 | INFO | PID:3372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:285.10 total_reward_ma:260.23 loss:-27.21 fps:325 +frame:2.20e+05 wall_t:677 t:13750 epi:nan +opt_step:13125 lr:0.0003 alpha:0.04943 +2026-02-10 23:44:58 | INFO | PID:3372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:295.80 total_reward_ma:261.78 loss:-26.35 fps:325.3 +frame:2.30e+05 wall_t:707 t:14375 epi:nan +opt_step:13750 lr:0.0003 alpha:0.04328 +2026-02-10 23:45:28 | INFO | PID:3372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:305.50 total_reward_ma:263.60 loss:-26.25 fps:325.6 +frame:2.40e+05 wall_t:737 t:15000 epi:nan +opt_step:14375 lr:0.0003 alpha:0.03794 +2026-02-10 23:45:58 | INFO | PID:3372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:314.00 total_reward_ma:265.62 loss:-25.94 fps:325.5 +frame:2.50e+05 wall_t:768 t:15625 epi:nan +opt_step:15000 lr:0.0003 alpha:0.03323 +2026-02-10 23:46:28 | INFO | PID:3372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:324.60 total_reward_ma:267.89 loss:-25.7 fps:325.8 +frame:2.60e+05 wall_t:798 t:16250 epi:nan +opt_step:15625 lr:0.0003 alpha:0.02916 +2026-02-10 23:46:58 | INFO | PID:3372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:338.00 total_reward_ma:270.48 loss:-25.21 fps:326.1 +frame:2.70e+05 wall_t:828 t:16875 epi:nan +opt_step:16250 lr:0.0003 alpha:0.02565 +2026-02-10 23:47:28 | INFO | PID:3372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:344.10 total_reward_ma:273.11 loss:-24.29 fps:326.7 +frame:2.80e+05 wall_t:857 t:17500 epi:nan +opt_step:16875 lr:0.0003 alpha:0.02256 +2026-02-10 23:47:57 | INFO | PID:3372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:355.20 total_reward_ma:275.94 loss:-23.83 fps:326.9 +frame:2.90e+05 wall_t:887 t:18125 epi:nan +opt_step:17500 lr:0.0003 alpha:0.01987 +2026-02-10 23:48:27 | INFO | PID:3372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:374.20 total_reward_ma:279.22 loss:-23.28 fps:327.2 +frame:3.00e+05 wall_t:917 t:18750 epi:nan +opt_step:18125 lr:0.0003 alpha:0.01755 +2026-02-10 23:48:58 | INFO | PID:3372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:401.90 total_reward_ma:283.18 loss:-23.06 fps:327.3 +frame:3.10e+05 wall_t:947 t:19375 epi:nan +opt_step:18750 lr:0.0003 alpha:0.01557 +2026-02-10 23:49:27 | INFO | PID:3372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:428.10 total_reward_ma:287.70 loss:-22.13 fps:327.9 +frame:3.20e+05 wall_t:976 t:20000 epi:nan +opt_step:19375 lr:0.0003 alpha:0.01395 +2026-02-10 23:49:57 | INFO | PID:3372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:450.40 total_reward_ma:292.63 loss:-22.41 fps:327.7 +frame:3.30e+05 wall_t:1007 t:20625 epi:nan +opt_step:20000 lr:0.0003 alpha:0.01255 +2026-02-10 23:50:28 | INFO | PID:3372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:486.90 total_reward_ma:298.35 loss:-21.66 fps:327.6 +frame:3.40e+05 wall_t:1038 t:21250 epi:nan +opt_step:20625 lr:0.0003 alpha:0.01129 +2026-02-10 23:50:58 | INFO | PID:3372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:522.10 total_reward_ma:304.74 loss:-21.44 fps:328 +frame:3.50e+05 wall_t:1067 t:21875 epi:nan +opt_step:21250 lr:0.0003 alpha:0.01018 +2026-02-10 23:51:27 | INFO | PID:3372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:552.20 total_reward_ma:311.62 loss:-20.49 fps:328.2 +frame:3.60e+05 wall_t:1097 t:22500 epi:nan +opt_step:21875 lr:0.0003 alpha:0.009184 +2026-02-10 23:51:57 | INFO | PID:3372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:565.40 total_reward_ma:318.47 loss:-20.27 fps:328.6 +frame:3.70e+05 wall_t:1126 t:23125 epi:nan +opt_step:22500 lr:0.0003 alpha:0.00852 +2026-02-10 23:52:26 | INFO | PID:3372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:582.10 total_reward_ma:325.41 loss:-19.82 fps:328.7 +frame:3.80e+05 wall_t:1156 t:23750 epi:nan +opt_step:23125 lr:0.0003 alpha:0.007942 +2026-02-10 23:52:56 | INFO | PID:3372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:579.60 total_reward_ma:331.93 loss:-19.56 fps:328.8 +frame:3.90e+05 wall_t:1186 t:24375 epi:nan +opt_step:23750 lr:0.0003 alpha:0.007763 +2026-02-10 23:53:26 | INFO | PID:3372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:589.70 total_reward_ma:338.37 loss:-18.87 fps:328.9 +frame:4.00e+05 wall_t:1216 t:25000 epi:nan +opt_step:24375 lr:0.0003 alpha:0.00765 +2026-02-10 23:53:57 | INFO | PID:3372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:613.60 total_reward_ma:345.09 loss:-18.58 fps:328.8 +frame:4.10e+05 wall_t:1247 t:25625 epi:nan +opt_step:25000 lr:0.0003 alpha:0.007819 +2026-02-10 23:54:28 | INFO | PID:3372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:630.60 total_reward_ma:351.88 loss:-18.02 fps:328.9 +frame:4.20e+05 wall_t:1277 t:26250 epi:nan +opt_step:25625 lr:0.0003 alpha:0.007579 +2026-02-10 23:54:57 | INFO | PID:3372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:639.80 total_reward_ma:358.58 loss:-17.86 fps:329 +frame:4.30e+05 wall_t:1307 t:26875 epi:nan +opt_step:26250 lr:0.0003 alpha:0.007808 +2026-02-10 23:55:27 | INFO | PID:3372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:686.00 total_reward_ma:366.02 loss:-17.57 fps:329.1 +frame:4.40e+05 wall_t:1337 t:27500 epi:nan +opt_step:26875 lr:0.0003 alpha:0.00878 +2026-02-10 23:55:57 | INFO | PID:3372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:735.40 total_reward_ma:374.23 loss:-17.18 fps:329.2 +frame:4.50e+05 wall_t:1367 t:28125 epi:nan +opt_step:27500 lr:0.0003 alpha:0.009944 +2026-02-10 23:56:27 | INFO | PID:3372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:753.00 total_reward_ma:382.46 loss:-16.88 fps:329.5 +frame:4.60e+05 wall_t:1396 t:28750 epi:nan +opt_step:28125 lr:0.0003 alpha:0.01021 +2026-02-10 23:56:57 | INFO | PID:3372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:789.20 total_reward_ma:391.12 loss:-16.56 fps:329.4 +frame:4.70e+05 wall_t:1427 t:29375 epi:nan +opt_step:28750 lr:0.0003 alpha:0.009975 +2026-02-10 23:57:28 | INFO | PID:3372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:797.70 total_reward_ma:399.59 loss:-15.54 fps:329.4 +frame:4.80e+05 wall_t:1457 t:30000 epi:nan +opt_step:29375 lr:0.0003 alpha:0.01061 +2026-02-10 23:57:57 | INFO | PID:3372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:845.30 total_reward_ma:408.68 loss:-15.99 fps:329.5 +frame:4.90e+05 wall_t:1487 t:30625 epi:nan +opt_step:30000 lr:0.0003 alpha:0.01249 +2026-02-10 23:58:27 | INFO | PID:3372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:880.20 total_reward_ma:418.11 loss:-15.37 fps:329.6 +frame:5.00e+05 wall_t:1517 t:31250 epi:nan +opt_step:30625 lr:0.0003 alpha:0.01272 +2026-02-10 23:58:57 | INFO | PID:3372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:882.30 total_reward_ma:427.22 loss:-14.94 fps:329.9 +frame:5.10e+05 wall_t:1546 t:31875 epi:nan +opt_step:31250 lr:0.0003 alpha:0.01246 +2026-02-10 23:59:26 | INFO | PID:3372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:902.60 total_reward_ma:436.36 loss:-15.14 fps:329.9 +frame:5.20e+05 wall_t:1576 t:32500 epi:nan +opt_step:31875 lr:0.0003 alpha:0.0135 +2026-02-10 23:59:56 | INFO | PID:3372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:906.20 total_reward_ma:445.22 loss:-14.38 fps:330 +frame:5.30e+05 wall_t:1606 t:33125 epi:nan +opt_step:32500 lr:0.0003 alpha:0.01354 +2026-02-11 00:00:27 | INFO | PID:3372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:901.40 total_reward_ma:453.67 loss:-14.61 fps:330.1 +frame:5.40e+05 wall_t:1636 t:33750 epi:nan +opt_step:33125 lr:0.0003 alpha:0.01426 +2026-02-11 00:00:57 | INFO | PID:3372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:883.00 total_reward_ma:461.48 loss:-13.93 fps:329.9 +frame:5.50e+05 wall_t:1667 t:34375 epi:nan +opt_step:33750 lr:0.0003 alpha:0.01329 +2026-02-11 00:01:27 | INFO | PID:3372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:874.80 total_reward_ma:468.86 loss:-13.57 fps:330 +frame:5.60e+05 wall_t:1697 t:35000 epi:nan +opt_step:34375 lr:0.0003 alpha:0.01421 +2026-02-11 00:01:56 | INFO | PID:3372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:918.50 total_reward_ma:476.75 loss:-13.49 fps:330.2 +frame:5.70e+05 wall_t:1726 t:35625 epi:nan +opt_step:35000 lr:0.0003 alpha:0.01469 +2026-02-11 00:02:26 | INFO | PID:3372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:913.80 total_reward_ma:484.28 loss:-13.62 fps:330.3 +frame:5.80e+05 wall_t:1756 t:36250 epi:nan +opt_step:35625 lr:0.0003 alpha:0.01509 +2026-02-11 00:02:56 | INFO | PID:3372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:913.10 total_reward_ma:491.55 loss:-12.89 fps:330.3 +frame:5.90e+05 wall_t:1786 t:36875 epi:nan +opt_step:36250 lr:0.0003 alpha:0.01639 +2026-02-11 00:03:26 | INFO | PID:3372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:946.00 total_reward_ma:499.12 loss:-12.36 fps:330.4 +frame:6.00e+05 wall_t:1816 t:37500 epi:nan +opt_step:36875 lr:0.0003 alpha:0.01635 +2026-02-11 00:03:56 | INFO | PID:3372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:977.30 total_reward_ma:506.96 loss:-12.98 fps:330.6 +frame:6.10e+05 wall_t:1845 t:38125 epi:nan +opt_step:37500 lr:0.0003 alpha:0.0163 +2026-02-11 00:04:25 | INFO | PID:3372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:1009.80 total_reward_ma:515.07 loss:-12.66 fps:330.7 +frame:6.20e+05 wall_t:1875 t:38750 epi:nan +opt_step:38125 lr:0.0003 alpha:0.01661 +2026-02-11 00:04:54 | INFO | PID:3372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:973.70 total_reward_ma:522.35 loss:-12.36 fps:330.9 +frame:6.30e+05 wall_t:1904 t:39375 epi:nan +opt_step:38750 lr:0.0003 alpha:0.0156 +2026-02-11 00:05:24 | INFO | PID:3372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:957.30 total_reward_ma:529.15 loss:-12.32 fps:330.9 +frame:6.40e+05 wall_t:1934 t:40000 epi:nan +opt_step:39375 lr:0.0003 alpha:0.01579 +2026-02-11 00:05:54 | INFO | PID:3372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:948.00 total_reward_ma:535.59 loss:-12.02 fps:331 +frame:6.50e+05 wall_t:1964 t:40625 epi:nan +opt_step:40000 lr:0.0003 alpha:0.01615 +2026-02-11 00:06:25 | INFO | PID:3372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:950.00 total_reward_ma:541.87 loss:-11.93 fps:331 +frame:6.60e+05 wall_t:1994 t:41250 epi:nan +opt_step:40625 lr:0.0003 alpha:0.0167 +2026-02-11 00:06:54 | INFO | PID:3372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:922.60 total_reward_ma:547.55 loss:-11.45 fps:331 +frame:6.70e+05 wall_t:2024 t:41875 epi:nan +opt_step:41250 lr:0.0003 alpha:0.01763 +2026-02-11 00:07:24 | INFO | PID:3372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:888.00 total_reward_ma:552.56 loss:-10.8 fps:331.1 +frame:6.80e+05 wall_t:2054 t:42500 epi:nan +opt_step:41875 lr:0.0003 alpha:0.01784 +2026-02-11 00:07:54 | INFO | PID:3372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:875.60 total_reward_ma:557.24 loss:-11 fps:331.1 +frame:6.90e+05 wall_t:2084 t:43125 epi:nan +opt_step:42500 lr:0.0003 alpha:0.01752 +2026-02-11 00:08:24 | INFO | PID:3372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:888.90 total_reward_ma:561.98 loss:-10.83 fps:331.1 +frame:7.00e+05 wall_t:2114 t:43750 epi:nan +opt_step:43125 lr:0.0003 alpha:0.01922 +2026-02-11 00:08:54 | INFO | PID:3372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:893.60 total_reward_ma:566.65 loss:-10.45 fps:331.2 +frame:7.10e+05 wall_t:2144 t:44375 epi:nan +opt_step:43750 lr:0.0003 alpha:0.01901 +2026-02-11 00:09:24 | INFO | PID:3372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:877.50 total_reward_ma:570.97 loss:-10.44 fps:331.3 +frame:7.20e+05 wall_t:2173 t:45000 epi:nan +opt_step:44375 lr:0.0003 alpha:0.0189 +2026-02-11 00:09:53 | INFO | PID:3372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:840.70 total_reward_ma:574.66 loss:-10.35 fps:331.4 +frame:7.30e+05 wall_t:2203 t:45625 epi:nan +opt_step:45000 lr:0.0003 alpha:0.0196 +2026-02-11 00:10:23 | INFO | PID:3372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:857.90 total_reward_ma:578.49 loss:-9.944 fps:331.4 +frame:7.40e+05 wall_t:2233 t:46250 epi:nan +opt_step:45625 lr:0.0003 alpha:0.02053 +2026-02-11 00:10:53 | INFO | PID:3372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:881.70 total_reward_ma:582.53 loss:-9.832 fps:331.6 +frame:7.50e+05 wall_t:2262 t:46875 epi:nan +opt_step:46250 lr:0.0003 alpha:0.02058 +2026-02-11 00:11:23 | INFO | PID:3372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:932.80 total_reward_ma:587.14 loss:-9.524 fps:331.4 +frame:7.60e+05 wall_t:2293 t:47500 epi:nan +opt_step:46875 lr:0.0003 alpha:0.02168 +2026-02-11 00:11:52 | INFO | PID:3372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:948.40 total_reward_ma:591.83 loss:-9.184 fps:331.6 +frame:7.70e+05 wall_t:2322 t:48125 epi:nan +opt_step:47500 lr:0.0003 alpha:0.02194 +2026-02-11 00:12:21 | INFO | PID:3372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:954.60 total_reward_ma:596.49 loss:-8.898 fps:331.8 +frame:7.80e+05 wall_t:2351 t:48750 epi:nan +opt_step:48125 lr:0.0003 alpha:0.02186 +2026-02-11 00:12:51 | INFO | PID:3372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:981.10 total_reward_ma:601.35 loss:-9.698 fps:331.8 +frame:7.90e+05 wall_t:2381 t:49375 epi:nan +opt_step:48750 lr:0.0003 alpha:0.02337 +2026-02-11 00:13:21 | INFO | PID:3372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:1062.40 total_reward_ma:607.12 loss:-8.865 fps:331.8 +frame:8.00e+05 wall_t:2411 t:50000 epi:nan +opt_step:49375 lr:0.0003 alpha:0.0229 +2026-02-11 00:13:51 | INFO | PID:3372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:1116.30 total_reward_ma:613.40 loss:-8.587 fps:331.8 +frame:8.10e+05 wall_t:2441 t:50625 epi:nan +opt_step:50000 lr:0.0003 alpha:0.02271 +2026-02-11 00:14:22 | INFO | PID:3372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:1132.30 total_reward_ma:619.73 loss:-8.426 fps:331.8 +frame:8.20e+05 wall_t:2471 t:51250 epi:nan +opt_step:50625 lr:0.0003 alpha:0.02328 +2026-02-11 00:14:51 | INFO | PID:3372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:1118.40 total_reward_ma:625.74 loss:-8.899 fps:331.9 +frame:8.30e+05 wall_t:2501 t:51875 epi:nan +opt_step:51250 lr:0.0003 alpha:0.02505 +2026-02-11 00:15:20 | INFO | PID:3372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:1127.90 total_reward_ma:631.72 loss:-9.024 fps:332 +frame:8.40e+05 wall_t:2530 t:52500 epi:nan +opt_step:51875 lr:0.0003 alpha:0.02598 +2026-02-11 00:15:51 | INFO | PID:3372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:1115.00 total_reward_ma:637.40 loss:-8.404 fps:331.9 +frame:8.50e+05 wall_t:2561 t:53125 epi:nan +opt_step:52500 lr:0.0003 alpha:0.02656 +2026-02-11 00:16:21 | INFO | PID:3372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:1185.10 total_reward_ma:643.77 loss:-8.572 fps:331.9 +frame:8.60e+05 wall_t:2591 t:53750 epi:nan +opt_step:53125 lr:0.0003 alpha:0.0265 +2026-02-11 00:16:51 | INFO | PID:3372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:1156.60 total_reward_ma:649.67 loss:-8.081 fps:332.1 +frame:8.70e+05 wall_t:2620 t:54375 epi:nan +opt_step:53750 lr:0.0003 alpha:0.02688 +2026-02-11 00:17:21 | INFO | PID:3372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:1169.20 total_reward_ma:655.57 loss:-7.996 fps:332.1 +frame:8.80e+05 wall_t:2650 t:55000 epi:nan +opt_step:54375 lr:0.0003 alpha:0.02721 +2026-02-11 00:17:50 | INFO | PID:3372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:1210.60 total_reward_ma:661.81 loss:-8.851 fps:332.1 +frame:8.90e+05 wall_t:2680 t:55625 epi:nan +opt_step:55000 lr:0.0003 alpha:0.0279 +2026-02-11 00:18:20 | INFO | PID:3372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:1269.30 total_reward_ma:668.56 loss:-8.249 fps:332.1 +frame:9.00e+05 wall_t:2710 t:56250 epi:nan +opt_step:55625 lr:0.0003 alpha:0.02837 +2026-02-11 00:18:50 | INFO | PID:3372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:1414.00 total_reward_ma:676.75 loss:-7.908 fps:332.2 +frame:9.10e+05 wall_t:2739 t:56875 epi:nan +opt_step:56250 lr:0.0003 alpha:0.02853 +2026-02-11 00:19:19 | INFO | PID:3372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:1459.60 total_reward_ma:685.26 loss:-7.798 fps:332.2 +frame:9.20e+05 wall_t:2769 t:57500 epi:nan +opt_step:56875 lr:0.0003 alpha:0.03048 +2026-02-11 00:19:49 | INFO | PID:3372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:1493.60 total_reward_ma:693.95 loss:-8.585 fps:332.3 +frame:9.30e+05 wall_t:2799 t:58125 epi:nan +opt_step:57500 lr:0.0003 alpha:0.02977 +2026-02-11 00:20:20 | INFO | PID:3372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:1468.50 total_reward_ma:702.19 loss:-7.828 fps:332.2 +frame:9.40e+05 wall_t:2830 t:58750 epi:nan +opt_step:58125 lr:0.0003 alpha:0.0303 +2026-02-11 00:20:51 | INFO | PID:3372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:1497.00 total_reward_ma:710.56 loss:-8.366 fps:332.2 +frame:9.50e+05 wall_t:2860 t:59375 epi:nan +opt_step:58750 lr:0.0003 alpha:0.03073 +2026-02-11 00:21:20 | INFO | PID:3372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:1519.10 total_reward_ma:718.98 loss:-7.4 fps:332.3 +frame:9.60e+05 wall_t:2889 t:60000 epi:nan +opt_step:59375 lr:0.0003 alpha:0.03211 +2026-02-11 00:21:50 | INFO | PID:3372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:1472.90 total_reward_ma:726.75 loss:-8.025 fps:332.2 +frame:9.70e+05 wall_t:2920 t:60625 epi:nan +opt_step:60000 lr:0.0003 alpha:0.03305 +2026-02-11 00:22:21 | INFO | PID:3372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:1334.70 total_reward_ma:732.95 loss:-7.639 fps:332.2 +frame:9.80e+05 wall_t:2950 t:61250 epi:nan +opt_step:60625 lr:0.0003 alpha:0.03273 +2026-02-11 00:22:50 | INFO | PID:3372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:1308.50 total_reward_ma:738.77 loss:-7.672 fps:332.2 +frame:9.90e+05 wall_t:2980 t:61875 epi:nan +opt_step:61250 lr:0.0003 alpha:0.03144 +2026-02-11 00:23:19 | INFO | PID:3372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:1299.00 total_reward_ma:744.37 loss:-8.342 fps:332.3 +frame:1.00e+06 wall_t:3009 t:62500 epi:nan +opt_step:61875 lr:0.0003 alpha:0.03228 +2026-02-11 00:23:50 | INFO | PID:3372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:1339.00 total_reward_ma:755.30 loss:-7.933 fps:332.3 +frame:1.01e+06 wall_t:3039 t:63125 epi:nan +opt_step:62500 lr:0.0003 alpha:0.03287 +2026-02-11 00:24:19 | INFO | PID:3372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:1314.40 total_reward_ma:766.10 loss:-7.364 fps:332.4 +frame:1.02e+06 wall_t:3069 t:63750 epi:nan +opt_step:63125 lr:0.0003 alpha:0.03301 +2026-02-11 00:24:48 | INFO | PID:3372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:1314.70 total_reward_ma:776.91 loss:-7.543 fps:332.6 +frame:1.03e+06 wall_t:3097 t:64375 epi:nan +opt_step:63750 lr:0.0003 alpha:0.03223 +2026-02-11 00:25:17 | INFO | PID:3372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:1307.60 total_reward_ma:787.60 loss:-7.071 fps:332.6 +frame:1.04e+06 wall_t:3127 t:65000 epi:nan +opt_step:64375 lr:0.0003 alpha:0.03285 +2026-02-11 00:25:46 | INFO | PID:3372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:1289.00 total_reward_ma:797.92 loss:-7.921 fps:332.7 +frame:1.05e+06 wall_t:3156 t:65625 epi:nan +opt_step:65000 lr:0.0003 alpha:0.03265 +2026-02-11 00:26:15 | INFO | PID:3372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:1271.90 total_reward_ma:808.05 loss:-7.321 fps:332.8 +frame:1.06e+06 wall_t:3185 t:66250 epi:nan +opt_step:65625 lr:0.0003 alpha:0.03282 +2026-02-11 00:26:45 | INFO | PID:3372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:1269.90 total_reward_ma:818.14 loss:-7.619 fps:332.8 +frame:1.07e+06 wall_t:3215 t:66875 epi:nan +opt_step:66250 lr:0.0003 alpha:0.0331 +2026-02-11 00:27:16 | INFO | PID:3372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:1249.70 total_reward_ma:828.07 loss:-7.84 fps:332.8 +frame:1.08e+06 wall_t:3245 t:67500 epi:nan +opt_step:66875 lr:0.0003 alpha:0.03416 +2026-02-11 00:27:45 | INFO | PID:3372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:1224.30 total_reward_ma:837.76 loss:-8.283 fps:332.8 +frame:1.09e+06 wall_t:3275 t:68125 epi:nan +opt_step:67500 lr:0.0003 alpha:0.03479 +2026-02-11 00:28:14 | INFO | PID:3372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:1203.60 total_reward_ma:847.39 loss:-8.027 fps:332.9 +frame:1.10e+06 wall_t:3304 t:68750 epi:nan +opt_step:68125 lr:0.0003 alpha:0.03575 +2026-02-11 00:28:44 | INFO | PID:3372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:1218.70 total_reward_ma:857.15 loss:-7.981 fps:333 +frame:1.11e+06 wall_t:3333 t:69375 epi:nan +opt_step:68750 lr:0.0003 alpha:0.03631 +2026-02-11 00:29:13 | INFO | PID:3372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:1241.90 total_reward_ma:866.96 loss:-8.293 fps:333 +frame:1.12e+06 wall_t:3363 t:70000 epi:nan +opt_step:69375 lr:0.0003 alpha:0.03741 +2026-02-11 00:29:43 | INFO | PID:3372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:1232.90 total_reward_ma:876.62 loss:-7.789 fps:333 +frame:1.13e+06 wall_t:3393 t:70625 epi:nan +opt_step:70000 lr:0.0003 alpha:0.0358 +2026-02-11 00:30:13 | INFO | PID:3372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:1227.80 total_reward_ma:886.21 loss:-7.98 fps:333 +frame:1.14e+06 wall_t:3423 t:71250 epi:nan +opt_step:70625 lr:0.0003 alpha:0.03743 +2026-02-11 00:30:44 | INFO | PID:3372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:1234.90 total_reward_ma:895.84 loss:-8.494 fps:333 +frame:1.15e+06 wall_t:3453 t:71875 epi:nan +opt_step:71250 lr:0.0003 alpha:0.0367 +2026-02-11 00:31:13 | INFO | PID:3372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:1224.00 total_reward_ma:905.46 loss:-9.474 fps:333.1 +frame:1.16e+06 wall_t:3482 t:72500 epi:nan +opt_step:71875 lr:0.0003 alpha:0.03777 +2026-02-11 00:31:43 | INFO | PID:3372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:1172.30 total_reward_ma:914.52 loss:-8.56 fps:333.1 +frame:1.17e+06 wall_t:3512 t:73125 epi:nan +opt_step:72500 lr:0.0003 alpha:0.03813 +2026-02-11 00:32:13 | INFO | PID:3372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:1148.70 total_reward_ma:923.31 loss:-9.347 fps:333.1 +frame:1.18e+06 wall_t:3542 t:73750 epi:nan +opt_step:73125 lr:0.0003 alpha:0.03812 +2026-02-11 00:32:42 | INFO | PID:3372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:1151.90 total_reward_ma:932.02 loss:-9.168 fps:333.1 +frame:1.19e+06 wall_t:3572 t:74375 epi:nan +opt_step:73750 lr:0.0003 alpha:0.03903 +2026-02-11 00:33:13 | INFO | PID:3372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:1175.80 total_reward_ma:940.99 loss:-9.018 fps:333.1 +frame:1.20e+06 wall_t:3602 t:75000 epi:nan +opt_step:74375 lr:0.0003 alpha:0.03912 +2026-02-11 00:33:42 | INFO | PID:3372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:1173.10 total_reward_ma:949.83 loss:-8.933 fps:333.1 +frame:1.21e+06 wall_t:3632 t:75625 epi:nan +opt_step:75000 lr:0.0003 alpha:0.0388 +2026-02-11 00:34:12 | INFO | PID:3372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:1201.00 total_reward_ma:958.99 loss:-9.173 fps:333.2 +frame:1.22e+06 wall_t:3662 t:76250 epi:nan +opt_step:75625 lr:0.0003 alpha:0.03961 +2026-02-11 00:34:43 | INFO | PID:3372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:1234.20 total_reward_ma:968.37 loss:-8.575 fps:333.2 +frame:1.23e+06 wall_t:3692 t:76875 epi:nan +opt_step:76250 lr:0.0003 alpha:0.03962 +2026-02-11 00:35:12 | INFO | PID:3372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:1315.20 total_reward_ma:978.47 loss:-8.493 fps:333.2 +frame:1.24e+06 wall_t:3722 t:77500 epi:nan +opt_step:76875 lr:0.0003 alpha:0.04122 +2026-02-11 00:35:41 | INFO | PID:3372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:1347.80 total_reward_ma:988.81 loss:-8.925 fps:333.3 +frame:1.25e+06 wall_t:3750 t:78125 epi:nan +opt_step:77500 lr:0.0003 alpha:0.04099 +2026-02-11 00:36:10 | INFO | PID:3372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:1374.90 total_reward_ma:999.31 loss:-8.678 fps:333.3 +frame:1.26e+06 wall_t:3780 t:78750 epi:nan +opt_step:78125 lr:0.0003 alpha:0.04069 +2026-02-11 00:36:39 | INFO | PID:3372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:1374.10 total_reward_ma:1009.67 loss:-9.598 fps:333.4 +frame:1.27e+06 wall_t:3809 t:79375 epi:nan +opt_step:78750 lr:0.0003 alpha:0.04082 +2026-02-11 00:37:09 | INFO | PID:3372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:1381.10 total_reward_ma:1020.04 loss:-9.372 fps:333.4 +frame:1.28e+06 wall_t:3839 t:80000 epi:nan +opt_step:79375 lr:0.0003 alpha:0.03922 +2026-02-11 00:37:38 | INFO | PID:3372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:1359.70 total_reward_ma:1030.09 loss:-9.632 fps:333.6 +frame:1.29e+06 wall_t:3867 t:80625 epi:nan +opt_step:80000 lr:0.0003 alpha:0.04088 +2026-02-11 00:38:07 | INFO | PID:3372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:1361.60 total_reward_ma:1039.96 loss:-9.555 fps:333.6 +frame:1.30e+06 wall_t:3897 t:81250 epi:nan +opt_step:80625 lr:0.0003 alpha:0.04108 +2026-02-11 00:38:37 | INFO | PID:3372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:1358.10 total_reward_ma:1049.52 loss:-8.732 fps:333.7 +frame:1.31e+06 wall_t:3926 t:81875 epi:nan +opt_step:81250 lr:0.0003 alpha:0.04098 +2026-02-11 00:39:06 | INFO | PID:3372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:1359.80 total_reward_ma:1058.84 loss:-8.982 fps:333.7 +frame:1.32e+06 wall_t:3956 t:82500 epi:nan +opt_step:81875 lr:0.0003 alpha:0.04157 +2026-02-11 00:39:36 | INFO | PID:3372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:1364.80 total_reward_ma:1067.98 loss:-8.705 fps:333.8 +frame:1.33e+06 wall_t:3985 t:83125 epi:nan +opt_step:82500 lr:0.0003 alpha:0.04204 +2026-02-11 00:40:05 | INFO | PID:3372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:1370.60 total_reward_ma:1076.82 loss:-9.758 fps:333.7 +frame:1.34e+06 wall_t:4015 t:83750 epi:nan +opt_step:83125 lr:0.0003 alpha:0.04375 +2026-02-11 00:40:34 | INFO | PID:3372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:1337.70 total_reward_ma:1084.98 loss:-10.15 fps:333.8 +frame:1.35e+06 wall_t:4044 t:84375 epi:nan +opt_step:83750 lr:0.0003 alpha:0.0445 +2026-02-11 00:41:04 | INFO | PID:3372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:1369.00 total_reward_ma:1093.15 loss:-10.66 fps:333.9 +frame:1.36e+06 wall_t:4073 t:85000 epi:nan +opt_step:84375 lr:0.0003 alpha:0.04587 +2026-02-11 00:41:34 | INFO | PID:3372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:1343.50 total_reward_ma:1100.93 loss:-9.776 fps:333.8 +frame:1.37e+06 wall_t:4104 t:85625 epi:nan +opt_step:85000 lr:0.0003 alpha:0.04645 +2026-02-11 00:42:04 | INFO | PID:3372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:1348.00 total_reward_ma:1108.58 loss:-10.33 fps:333.9 +frame:1.38e+06 wall_t:4133 t:86250 epi:nan +opt_step:85625 lr:0.0003 alpha:0.04619 +2026-02-11 00:42:33 | INFO | PID:3372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:1351.10 total_reward_ma:1116.30 loss:-10.55 fps:333.9 +frame:1.39e+06 wall_t:4163 t:86875 epi:nan +opt_step:86250 lr:0.0003 alpha:0.04803 +2026-02-11 00:43:03 | INFO | PID:3372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:1334.10 total_reward_ma:1123.74 loss:-9.117 fps:333.9 +frame:1.40e+06 wall_t:4193 t:87500 epi:nan +opt_step:86875 lr:0.0003 alpha:0.04768 +2026-02-11 00:43:33 | INFO | PID:3372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:1337.50 total_reward_ma:1130.98 loss:-9.891 fps:333.9 +frame:1.41e+06 wall_t:4223 t:88125 epi:nan +opt_step:87500 lr:0.0003 alpha:0.0477 +2026-02-11 00:44:03 | INFO | PID:3372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:1329.60 total_reward_ma:1137.97 loss:-10.58 fps:334 +frame:1.42e+06 wall_t:4252 t:88750 epi:nan +opt_step:88125 lr:0.0003 alpha:0.04809 +2026-02-11 00:44:32 | INFO | PID:3372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:1306.90 total_reward_ma:1144.64 loss:-10.32 fps:334 +frame:1.43e+06 wall_t:4282 t:89375 epi:nan +opt_step:88750 lr:0.0003 alpha:0.04874 +2026-02-11 00:45:02 | INFO | PID:3372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:1319.70 total_reward_ma:1150.98 loss:-10.9 fps:334 +frame:1.44e+06 wall_t:4311 t:90000 epi:nan +opt_step:89375 lr:0.0003 alpha:0.04953 +2026-02-11 00:45:32 | INFO | PID:3372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:1303.20 total_reward_ma:1156.66 loss:-11.2 fps:334 +frame:1.45e+06 wall_t:4341 t:90625 epi:nan +opt_step:90000 lr:0.0003 alpha:0.04865 +2026-02-11 00:46:02 | INFO | PID:3372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:1331.90 total_reward_ma:1162.45 loss:-10.71 fps:334 +frame:1.46e+06 wall_t:4371 t:91250 epi:nan +opt_step:90625 lr:0.0003 alpha:0.05127 +2026-02-11 00:46:32 | INFO | PID:3372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:1300.30 total_reward_ma:1167.56 loss:-10.62 fps:334 +frame:1.47e+06 wall_t:4401 t:91875 epi:nan +opt_step:91250 lr:0.0003 alpha:0.05161 +2026-02-11 00:47:01 | INFO | PID:3372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:1318.60 total_reward_ma:1172.77 loss:-10.46 fps:334 +frame:1.48e+06 wall_t:4431 t:92500 epi:nan +opt_step:91875 lr:0.0003 alpha:0.05176 +2026-02-11 00:47:31 | INFO | PID:3372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:1321.20 total_reward_ma:1177.53 loss:-11.28 fps:334.1 +frame:1.49e+06 wall_t:4460 t:93125 epi:nan +opt_step:92500 lr:0.0003 alpha:0.05235 +2026-02-11 00:48:01 | INFO | PID:3372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:1352.70 total_reward_ma:1182.25 loss:-11.66 fps:334 +frame:1.50e+06 wall_t:4491 t:93750 epi:nan +opt_step:93125 lr:0.0003 alpha:0.0524 +2026-02-11 00:48:30 | INFO | PID:3372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:1377.70 total_reward_ma:1187.21 loss:-11.2 fps:334.1 +frame:1.51e+06 wall_t:4520 t:94375 epi:nan +opt_step:93750 lr:0.0003 alpha:0.05144 +2026-02-11 00:49:01 | INFO | PID:3372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:1388.70 total_reward_ma:1192.07 loss:-10.53 fps:334.1 +frame:1.52e+06 wall_t:4550 t:95000 epi:nan +opt_step:94375 lr:0.0003 alpha:0.05225 +2026-02-11 00:49:30 | INFO | PID:3372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:1385.60 total_reward_ma:1196.86 loss:-9.974 fps:334.1 +frame:1.53e+06 wall_t:4580 t:95625 epi:nan +opt_step:95000 lr:0.0003 alpha:0.05111 +2026-02-11 00:50:01 | INFO | PID:3372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:1376.10 total_reward_ma:1201.61 loss:-11.19 fps:334 +frame:1.54e+06 wall_t:4611 t:96250 epi:nan +opt_step:95625 lr:0.0003 alpha:0.05205 +2026-02-11 00:50:30 | INFO | PID:3372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:1369.40 total_reward_ma:1206.47 loss:-12.18 fps:334.1 +frame:1.55e+06 wall_t:4640 t:96875 epi:nan +opt_step:96250 lr:0.0003 alpha:0.05147 +2026-02-11 00:50:59 | INFO | PID:3372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:1354.80 total_reward_ma:1211.27 loss:-11.8 fps:334.1 +frame:1.56e+06 wall_t:4669 t:97500 epi:nan +opt_step:96875 lr:0.0003 alpha:0.05038 +2026-02-11 00:51:29 | INFO | PID:3372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:1340.50 total_reward_ma:1215.49 loss:-11.82 fps:334.2 +frame:1.57e+06 wall_t:4698 t:98125 epi:nan +opt_step:97500 lr:0.0003 alpha:0.04967 +2026-02-11 00:52:00 | INFO | PID:3372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:1316.80 total_reward_ma:1219.52 loss:-12.88 fps:334.1 +frame:1.58e+06 wall_t:4729 t:98750 epi:nan +opt_step:98125 lr:0.0003 alpha:0.05015 +2026-02-11 00:52:30 | INFO | PID:3372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:1316.90 total_reward_ma:1223.56 loss:-10.97 fps:334.1 +frame:1.59e+06 wall_t:4759 t:99375 epi:nan +opt_step:98750 lr:0.0003 alpha:0.0512 +2026-02-11 00:52:59 | INFO | PID:3372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:1309.90 total_reward_ma:1227.20 loss:-10.69 fps:334.1 +frame:1.60e+06 wall_t:4789 t:100000 epi:nan +opt_step:99375 lr:0.0003 alpha:0.05048 +2026-02-11 00:53:29 | INFO | PID:3372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:1332.30 total_reward_ma:1230.75 loss:-12.45 fps:334.2 +frame:1.61e+06 wall_t:4818 t:100625 epi:nan +opt_step:100000 lr:0.0003 alpha:0.05031 +2026-02-11 00:53:58 | INFO | PID:3372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:1335.10 total_reward_ma:1234.00 loss:-12.25 fps:334.2 +frame:1.62e+06 wall_t:4848 t:101250 epi:nan +opt_step:100625 lr:0.0003 alpha:0.05085 +2026-02-11 00:54:28 | INFO | PID:3372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:1349.00 total_reward_ma:1237.76 loss:-12.11 fps:334.2 +frame:1.63e+06 wall_t:4878 t:101875 epi:nan +opt_step:101250 lr:0.0003 alpha:0.05075 +2026-02-11 00:54:59 | INFO | PID:3372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:1381.70 total_reward_ma:1242.00 loss:-11.95 fps:334.1 +frame:1.64e+06 wall_t:4909 t:102500 epi:nan +opt_step:101875 lr:0.0003 alpha:0.04975 +2026-02-11 00:55:28 | INFO | PID:3372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:1375.80 total_reward_ma:1246.28 loss:-12.59 fps:334.1 +frame:1.65e+06 wall_t:4938 t:103125 epi:nan +opt_step:102500 lr:0.0003 alpha:0.05039 +2026-02-11 00:55:58 | INFO | PID:3372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:1391.10 total_reward_ma:1250.69 loss:-11.79 fps:334.1 +frame:1.66e+06 wall_t:4968 t:103750 epi:nan +opt_step:103125 lr:0.0003 alpha:0.05072 +2026-02-11 00:56:28 | INFO | PID:3372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:1402.70 total_reward_ma:1255.49 loss:-12.64 fps:334.1 +frame:1.67e+06 wall_t:4998 t:104375 epi:nan +opt_step:103750 lr:0.0003 alpha:0.05048 +2026-02-11 00:56:58 | INFO | PID:3372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:1356.80 total_reward_ma:1260.18 loss:-11.99 fps:334.2 +frame:1.68e+06 wall_t:5027 t:105000 epi:nan +opt_step:104375 lr:0.0003 alpha:0.05126 +2026-02-11 00:57:28 | INFO | PID:3372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:1385.90 total_reward_ma:1265.28 loss:-12 fps:334.2 +frame:1.69e+06 wall_t:5057 t:105625 epi:nan +opt_step:105000 lr:0.0003 alpha:0.05027 +2026-02-11 00:57:58 | INFO | PID:3372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:1376.20 total_reward_ma:1270.15 loss:-11.2 fps:334.2 +frame:1.70e+06 wall_t:5087 t:106250 epi:nan +opt_step:105625 lr:0.0003 alpha:0.05042 +2026-02-11 00:58:28 | INFO | PID:3372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:1343.50 total_reward_ma:1274.65 loss:-12.03 fps:334.1 +frame:1.71e+06 wall_t:5118 t:106875 epi:nan +opt_step:106250 lr:0.0003 alpha:0.05062 +2026-02-11 00:58:58 | INFO | PID:3372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:1345.60 total_reward_ma:1279.33 loss:-13.01 fps:334.1 +frame:1.72e+06 wall_t:5148 t:107500 epi:nan +opt_step:106875 lr:0.0003 alpha:0.05036 +2026-02-11 00:59:27 | INFO | PID:3372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:1365.20 total_reward_ma:1284.58 loss:-12.45 fps:334.2 +frame:1.73e+06 wall_t:5177 t:108125 epi:nan +opt_step:107500 lr:0.0003 alpha:0.05027 +2026-02-11 00:59:57 | INFO | PID:3372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:1377.70 total_reward_ma:1289.78 loss:-12.01 fps:334.2 +frame:1.74e+06 wall_t:5206 t:108750 epi:nan +opt_step:108125 lr:0.0003 alpha:0.05001 +2026-02-11 01:00:26 | INFO | PID:3372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:1366.80 total_reward_ma:1294.63 loss:-12.84 fps:334.2 +frame:1.75e+06 wall_t:5236 t:109375 epi:nan +opt_step:108750 lr:0.0003 alpha:0.04958 +2026-02-11 01:00:56 | INFO | PID:3372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:1381.30 total_reward_ma:1299.11 loss:-12.93 fps:334.2 +frame:1.76e+06 wall_t:5266 t:110000 epi:nan +opt_step:109375 lr:0.0003 alpha:0.0515 +2026-02-11 01:01:27 | INFO | PID:3372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:1420.10 total_reward_ma:1303.83 loss:-13.91 fps:334.2 +frame:1.77e+06 wall_t:5296 t:110625 epi:nan +opt_step:110000 lr:0.0003 alpha:0.05205 +2026-02-11 01:01:57 | INFO | PID:3372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:1460.60 total_reward_ma:1308.89 loss:-12.69 fps:334.1 +frame:1.78e+06 wall_t:5327 t:111250 epi:nan +opt_step:110625 lr:0.0003 alpha:0.05095 +2026-02-11 01:02:27 | INFO | PID:3372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:1461.90 total_reward_ma:1313.70 loss:-12.77 fps:334.2 +frame:1.79e+06 wall_t:5356 t:111875 epi:nan +opt_step:111250 lr:0.0003 alpha:0.05167 +2026-02-11 01:02:56 | INFO | PID:3372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:1452.90 total_reward_ma:1317.60 loss:-13.57 fps:334.3 +frame:1.80e+06 wall_t:5385 t:112500 epi:nan +opt_step:111875 lr:0.0003 alpha:0.05055 +2026-02-11 01:03:25 | INFO | PID:3372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:1454.60 total_reward_ma:1320.98 loss:-13.23 fps:334.3 +frame:1.81e+06 wall_t:5414 t:113125 epi:nan +opt_step:112500 lr:0.0003 alpha:0.05153 +2026-02-11 01:03:54 | INFO | PID:3372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:1486.50 total_reward_ma:1324.53 loss:-13.79 fps:334.3 +frame:1.82e+06 wall_t:5444 t:113750 epi:nan +opt_step:113125 lr:0.0003 alpha:0.05225 +2026-02-11 01:04:24 | INFO | PID:3372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:1533.10 total_reward_ma:1328.67 loss:-13.8 fps:334.3 +frame:1.83e+06 wall_t:5474 t:114375 epi:nan +opt_step:113750 lr:0.0003 alpha:0.05182 +2026-02-11 01:04:53 | INFO | PID:3372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:1535.90 total_reward_ma:1332.75 loss:-12.74 fps:334.4 +frame:1.84e+06 wall_t:5503 t:115000 epi:nan +opt_step:114375 lr:0.0003 alpha:0.05136 +2026-02-11 01:05:23 | INFO | PID:3372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:1530.30 total_reward_ma:1336.91 loss:-13.77 fps:334.4 +frame:1.85e+06 wall_t:5533 t:115625 epi:nan +opt_step:115000 lr:0.0003 alpha:0.05193 +2026-02-11 01:05:52 | INFO | PID:3372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:1550.70 total_reward_ma:1340.56 loss:-12.93 fps:334.5 +frame:1.86e+06 wall_t:5561 t:116250 epi:nan +opt_step:115625 lr:0.0003 alpha:0.05171 +2026-02-11 01:06:21 | INFO | PID:3372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:1582.80 total_reward_ma:1344.82 loss:-14.59 fps:334.5 +frame:1.87e+06 wall_t:5591 t:116875 epi:nan +opt_step:116250 lr:0.0003 alpha:0.05228 +2026-02-11 01:06:51 | INFO | PID:3372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:1572.80 total_reward_ma:1348.86 loss:-13.89 fps:334.5 +frame:1.88e+06 wall_t:5621 t:117500 epi:nan +opt_step:116875 lr:0.0003 alpha:0.05257 +2026-02-11 01:07:22 | INFO | PID:3372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:1614.00 total_reward_ma:1352.90 loss:-12.88 fps:334.5 +frame:1.89e+06 wall_t:5651 t:118125 epi:nan +opt_step:117500 lr:0.0003 alpha:0.05288 +2026-02-11 01:07:53 | INFO | PID:3372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:1636.70 total_reward_ma:1356.57 loss:-12.92 fps:334.4 +frame:1.90e+06 wall_t:5682 t:118750 epi:nan +opt_step:118125 lr:0.0003 alpha:0.05267 +2026-02-11 01:08:22 | INFO | PID:3372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:1594.20 total_reward_ma:1358.37 loss:-14.85 fps:334.4 +frame:1.91e+06 wall_t:5712 t:119375 epi:nan +opt_step:118750 lr:0.0003 alpha:0.0539 +2026-02-11 01:08:52 | INFO | PID:3372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:1619.00 total_reward_ma:1359.96 loss:-13.88 fps:334.4 +frame:1.92e+06 wall_t:5741 t:120000 epi:nan +opt_step:119375 lr:0.0003 alpha:0.05321 +2026-02-11 01:09:21 | INFO | PID:3372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:1604.90 total_reward_ma:1361.08 loss:-14.19 fps:334.4 +frame:1.93e+06 wall_t:5771 t:120625 epi:nan +opt_step:120000 lr:0.0003 alpha:0.05306 +2026-02-11 01:09:51 | INFO | PID:3372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:1655.60 total_reward_ma:1362.95 loss:-14.65 fps:334.4 +frame:1.94e+06 wall_t:5801 t:121250 epi:nan +opt_step:120625 lr:0.0003 alpha:0.05343 +2026-02-11 01:10:21 | INFO | PID:3372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:1673.30 total_reward_ma:1364.71 loss:-13.48 fps:334.5 +frame:1.95e+06 wall_t:5830 t:121875 epi:nan +opt_step:121250 lr:0.0003 alpha:0.05317 +2026-02-11 01:10:50 | INFO | PID:3372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:1676.30 total_reward_ma:1366.28 loss:-15.19 fps:334.5 +frame:1.96e+06 wall_t:5860 t:122500 epi:nan +opt_step:121875 lr:0.0003 alpha:0.05279 +2026-02-11 01:11:20 | INFO | PID:3372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:1676.90 total_reward_ma:1368.32 loss:-14.06 fps:334.5 +frame:1.97e+06 wall_t:5889 t:123125 epi:nan +opt_step:122500 lr:0.0003 alpha:0.05255 +2026-02-11 01:11:50 | INFO | PID:3372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:1676.60 total_reward_ma:1371.74 loss:-15.03 fps:334.5 +frame:1.98e+06 wall_t:5920 t:123750 epi:nan +opt_step:123125 lr:0.0003 alpha:0.05348 +2026-02-11 01:12:20 | INFO | PID:3372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:1660.80 total_reward_ma:1375.27 loss:-14.41 fps:334.5 +frame:1.99e+06 wall_t:5950 t:124375 epi:nan +opt_step:123750 lr:0.0003 alpha:0.05264 +2026-02-11 01:12:50 | INFO | PID:3372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:1680.10 total_reward_ma:1379.08 loss:-14.33 fps:334.5 +frame:2.00e+06 wall_t:5979 t:125000 epi:nan +opt_step:124375 lr:0.0003 alpha:0.05349 +2026-02-11 01:12:50 | INFO | PID:3372 | slm_lab.lib.logger:info | Session 3 done diff --git a/data/sac_atari_mspacman_2026_02_10_233302/sac_atari_mspacman_spec.json b/data/sac_atari_mspacman_2026_02_10_233302/sac_atari_mspacman_spec.json new file mode 100644 index 0000000000000000000000000000000000000000..0265c00f3dfdc8d7da39be6703c87c2d8edcd742 --- /dev/null +++ b/data/sac_atari_mspacman_2026_02_10_233302/sac_atari_mspacman_spec.json @@ -0,0 +1,98 @@ +{ + "agent": { + "name": "SoftActorCritic", + "algorithm": { + "name": "SoftActorCritic", + "action_pdtype": "Categorical", + "action_policy": "default", + "gamma": 0.99, + "training_start_step": 10000, + "training_frequency": 4, + "training_iter": 1 + }, + "memory": { + "name": "Replay", + "batch_size": 256, + "max_size": 200000, + "use_cer": false + }, + "net": { + "type": "ConvNet", + "shared": false, + "conv_hid_layers": [ + [ + 32, + 8, + 4, + 0, + 1 + ], + [ + 64, + 4, + 2, + 0, + 1 + ], + [ + 64, + 3, + 1, + 0, + 1 + ] + ], + "fc_hid_layers": [ + 512 + ], + 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"data/sac_atari_mspacman_2026_02_10_233302/graph/sac_atari_mspacman_t0", + "info_prepath": "data/sac_atari_mspacman_2026_02_10_233302/info/sac_atari_mspacman_t0", + "log_prepath": "data/sac_atari_mspacman_2026_02_10_233302/log/sac_atari_mspacman_t0", + "model_prepath": "data/sac_atari_mspacman_2026_02_10_233302/model/sac_atari_mspacman_t0" + }, + "name": "sac_atari_mspacman" +} \ No newline at end of file diff --git a/data/sac_atari_mspacman_2026_02_10_233302/sac_atari_mspacman_t0_spec.json b/data/sac_atari_mspacman_2026_02_10_233302/sac_atari_mspacman_t0_spec.json new file mode 100644 index 0000000000000000000000000000000000000000..0265c00f3dfdc8d7da39be6703c87c2d8edcd742 --- /dev/null +++ b/data/sac_atari_mspacman_2026_02_10_233302/sac_atari_mspacman_t0_spec.json @@ -0,0 +1,98 @@ +{ + "agent": { + "name": "SoftActorCritic", + "algorithm": { + "name": "SoftActorCritic", + "action_pdtype": "Categorical", + "action_policy": "default", + "gamma": 0.99, + "training_start_step": 10000, + "training_frequency": 4, + "training_iter": 1 + }, + "memory": { + "name": "Replay", + "batch_size": 256, + "max_size": 200000, + "use_cer": false + }, + "net": { + "type": "ConvNet", + "shared": false, + "conv_hid_layers": [ + [ + 32, + 8, + 4, + 0, + 1 + ], + [ + 64, + 4, + 2, + 0, + 1 + ], + [ + 64, + 3, + 1, + 0, + 1 + ] + ], + "fc_hid_layers": [ + 512 + ], + "hid_layers_activation": "relu", + "init_fn": "orthogonal_", + "normalize": true, + "batch_norm": false, + "clip_grad_val": 0.5, + "use_same_optim": false, + "loss_spec": { + "name": "SmoothL1Loss" + }, + "optim_spec": { + "name": "AdamW", + "lr": 0.0003, + "eps": 0.0001 + }, + "update_type": "polyak", + "update_frequency": 1, + "polyak_coef": 0.005, + "gpu": "auto" + } + }, + "env": { + "name": "ALE/MsPacman-v5", + "num_envs": 16, + "max_t": null, + "max_frame": 2000000, + "life_loss_info": true + }, + "meta": { + "distributed": false, + "eval_frequency": 10000, + "log_frequency": 10000, + "max_session": 4, + "max_trial": 1, 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"strength": 967.0098876953125, + "max_strength": 1435.75, + "final_strength": 1394.22509765625, + "sample_efficiency": 1.222197738570685e-06, + "training_efficiency": 6.528359335788991e-06, + "stability": 0.9913027286529541, + "consistency": 0.7125853300094604 +} \ No newline at end of file diff --git a/data/sac_atari_mspacman_2026_02_12_184018/log/sac_atari_mspacman_t0.log b/data/sac_atari_mspacman_2026_02_12_184018/log/sac_atari_mspacman_t0.log new file mode 100644 index 0000000000000000000000000000000000000000..729f32622ef83b05cc0f866258e31663949c0c56 --- /dev/null +++ b/data/sac_atari_mspacman_2026_02_12_184018/log/sac_atari_mspacman_t0.log @@ -0,0 +1,5 @@ +2026-02-12 23:11:42 | INFO | PID:1221 | slm_lab.lib.logger:info | trial_metrics: frame:2.00e+06 | total_reward_ma:1396.41 | strength:967 | max_strength:1436 | final_strength:1394 | sample_efficiency:1.222e-06 | training_efficiency:6.528e-06 | stability:0.9913 | consistency:0.7126 +2026-02-12 23:11:42 | INFO | PID:1221 | slm_lab.lib.logger:info | Trial 0 done +2026-02-12 23:11:42 | INFO | PID:1221 | slm_lab.cli.main:run_spec | Output: data/sac_atari_mspacman_2026_02_12_184018 +2026-02-12 23:11:42 | INFO | PID:1221 | slm_lab.lib.hf:cleanup_models | Cleanup saved 309.5 MB +2026-02-12 23:11:43 | INFO | PID:1221 | slm_lab.lib.hf:upload | Uploading data/sac_atari_mspacman_2026_02_12_184018 to SLM-Lab/benchmark-dev/data/sac_atari_mspacman_2026_02_12_184018... diff --git a/data/sac_atari_mspacman_2026_02_12_184018/log/sac_atari_mspacman_t0_s0.log b/data/sac_atari_mspacman_2026_02_12_184018/log/sac_atari_mspacman_t0_s0.log new file mode 100644 index 0000000000000000000000000000000000000000..899405a1bcbcf6342303d33e4a923e534a4d9aab --- /dev/null +++ b/data/sac_atari_mspacman_2026_02_12_184018/log/sac_atari_mspacman_t0_s0.log @@ -0,0 +1,982 @@ +2026-02-12 18:40:23 | INFO | PID:1339 | slm_lab.env:_make_vector_env | AtariVectorEnv: 16 envs, native preprocessing +2026-02-12 18:41:03 | INFO | PID:1339 | slm_lab.lib.perf:log_perf_setup | Performance setup: +Platform: GPU NVIDIA RTX A4500 (compute 8.6) +• GPU cuDNN benchmark: enabled +• GPU memory management: enabled +• GPU TF32 acceleration: enabled +2026-02-12 18:41:04 | INFO | PID:1339 | slm_lab.lib.logger:info | SoftActorCritic: +algorithm_spec: + name: SoftActorCritic + action_pdtype: Categorical + action_policy: default + gamma: 0.99 + training_start_step: 1000 + training_frequency: 4 + training_iter: 3 +name: SoftActorCritic +memory_spec: + name: Replay + batch_size: 256 + max_size: 200000 + use_cer: false +action_pdtype: Categorical +training_iter: 3 +training_start_step: 1000 +policy_delay: 1 +entropy_penalty_coef: 0.0 +gamma: 0.99 +training_frequency: 4 +to_train: 0 +_train_step: 0 +shared: False +net: (device:cuda:0) ConvNet( + (conv_model): Sequential( + (0): Conv2d(4, 32, kernel_size=(8, 8), stride=(4, 4)) + (1): ReLU() + (2): Conv2d(32, 64, kernel_size=(4, 4), stride=(2, 2)) + (3): ReLU() + (4): Conv2d(64, 64, kernel_size=(3, 3), stride=(1, 1)) + (5): ReLU() + ) + (fc_model): Sequential( + (0): Linear(in_features=3136, out_features=512, bias=True) + (1): ReLU() + ) + (tails): Sequential( + (0): Linear(in_features=512, out_features=9, bias=True) + ) + (loss_fn): SmoothL1Loss() +) +optim: AdamW ( +Parameter Group 0 + amsgrad: False + betas: (0.9, 0.999) + capturable: False + decoupled_weight_decay: True + differentiable: False + eps: 0.0001 + foreach: None + fused: None + lr: 0.0003 + maximize: False + weight_decay: 0.01 +) +q1_net: (device:cuda:0) ConvNet( + (conv_model): Sequential( + (0): Conv2d(4, 32, kernel_size=(8, 8), stride=(4, 4)) + (1): ReLU() + (2): Conv2d(32, 64, kernel_size=(4, 4), stride=(2, 2)) + (3): ReLU() + (4): Conv2d(64, 64, kernel_size=(3, 3), stride=(1, 1)) + (5): ReLU() + ) + (fc_model): Sequential( + (0): Linear(in_features=3136, out_features=512, bias=True) + (1): ReLU() + ) + (tails): Sequential( + (0): Linear(in_features=512, out_features=9, bias=True) + ) + (loss_fn): SmoothL1Loss() +) +target_q1_net: (device:cuda:0) ConvNet( + (conv_model): Sequential( + (0): Conv2d(4, 32, kernel_size=(8, 8), stride=(4, 4)) + (1): ReLU() + (2): Conv2d(32, 64, kernel_size=(4, 4), stride=(2, 2)) + (3): ReLU() + (4): Conv2d(64, 64, kernel_size=(3, 3), stride=(1, 1)) + (5): ReLU() + ) + (fc_model): Sequential( + (0): Linear(in_features=3136, out_features=512, bias=True) + (1): ReLU() + ) + (tails): Sequential( + (0): Linear(in_features=512, out_features=9, bias=True) + ) + (loss_fn): SmoothL1Loss() +) +q1_optim: AdamW ( +Parameter Group 0 + amsgrad: False + betas: (0.9, 0.999) + capturable: False + decoupled_weight_decay: True + differentiable: False + eps: 0.0001 + foreach: None + fused: None + lr: 0.0003 + maximize: False + weight_decay: 0.01 +) +q2_net: (device:cuda:0) ConvNet( + (conv_model): Sequential( + (0): Conv2d(4, 32, kernel_size=(8, 8), stride=(4, 4)) + (1): ReLU() + (2): Conv2d(32, 64, kernel_size=(4, 4), stride=(2, 2)) + (3): ReLU() + (4): Conv2d(64, 64, kernel_size=(3, 3), stride=(1, 1)) + (5): ReLU() + ) + (fc_model): Sequential( + (0): Linear(in_features=3136, out_features=512, bias=True) + (1): ReLU() + ) + (tails): Sequential( + (0): Linear(in_features=512, out_features=9, bias=True) + ) + (loss_fn): SmoothL1Loss() +) +target_q2_net: (device:cuda:0) ConvNet( + (conv_model): Sequential( + (0): Conv2d(4, 32, kernel_size=(8, 8), stride=(4, 4)) + (1): ReLU() + (2): Conv2d(32, 64, kernel_size=(4, 4), stride=(2, 2)) + (3): ReLU() + (4): Conv2d(64, 64, kernel_size=(3, 3), stride=(1, 1)) + (5): ReLU() + ) + (fc_model): Sequential( + (0): Linear(in_features=3136, out_features=512, bias=True) + (1): ReLU() + ) + (tails): Sequential( + (0): Linear(in_features=512, out_features=9, bias=True) + ) + (loss_fn): SmoothL1Loss() +) +q2_optim: AdamW ( +Parameter Group 0 + amsgrad: False + betas: (0.9, 0.999) + capturable: False + decoupled_weight_decay: True + differentiable: False + eps: 0.0001 + foreach: None + fused: None + lr: 0.0003 + maximize: False + weight_decay: 0.01 +) +net_names: ['net', 'q1_net', 'target_q1_net', 'q2_net', 'target_q2_net'] +target_entropy: 1.3183347464017316 +log_alpha: tensor([0.], device='cuda:0', requires_grad=True) +alpha: tensor([1.], device='cuda:0') +alpha_optim: AdamW ( +Parameter Group 0 + amsgrad: False + betas: (0.9, 0.999) + capturable: False + decoupled_weight_decay: True + differentiable: False + eps: 0.0001 + foreach: None + fused: None + lr: 0.0003 + maximize: False + weight_decay: 0.01 +) +2026-02-12 18:42:19 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:219.29 total_reward_ma:219.29 loss:-15.7 fps:88.5 +frame:1.00e+04 wall_t:113 t:625 epi:nan +opt_step:1689 lr:0.0003 alpha:0.6312 +2026-02-12 18:43:40 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:236.88 total_reward_ma:228.08 loss:-23.92 fps:103.1 +frame:2.00e+04 wall_t:194 t:1250 epi:nan +opt_step:3564 lr:0.0003 alpha:0.4037 +2026-02-12 18:45:00 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:237.12 total_reward_ma:231.09 loss:-26.96 fps:109.5 +frame:3.00e+04 wall_t:274 t:1875 epi:nan +opt_step:5439 lr:0.0003 alpha:0.2644 +2026-02-12 18:46:23 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:239.73 total_reward_ma:233.25 loss:-29.04 fps:112 +frame:4.00e+04 wall_t:357 t:2500 epi:nan +opt_step:7314 lr:0.0003 alpha:0.1747 +2026-02-12 18:47:45 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:251.79 total_reward_ma:236.96 loss:-29.05 fps:114.2 +frame:5.00e+04 wall_t:438 t:3125 epi:nan +opt_step:9189 lr:0.0003 alpha:0.1159 +2026-02-12 18:49:05 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:257.90 total_reward_ma:240.45 loss:-28.71 fps:115.6 +frame:6.00e+04 wall_t:519 t:3750 epi:nan +opt_step:11064 lr:0.0003 alpha:0.0772 +2026-02-12 18:50:27 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:271.20 total_reward_ma:244.84 loss:-27.24 fps:116.7 +frame:7.00e+04 wall_t:600 t:4375 epi:nan +opt_step:12939 lr:0.0003 alpha:0.05167 +2026-02-12 18:51:49 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:305.30 total_reward_ma:252.40 loss:-25.92 fps:117.3 +frame:8.00e+04 wall_t:682 t:5000 epi:nan +opt_step:14814 lr:0.0003 alpha:0.03492 +2026-02-12 18:53:11 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:317.50 total_reward_ma:259.63 loss:-24.2 fps:117.6 +frame:9.00e+04 wall_t:765 t:5625 epi:nan +opt_step:16689 lr:0.0003 alpha:0.02398 +2026-02-12 18:54:32 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:346.50 total_reward_ma:268.32 loss:-23.72 fps:118.2 +frame:1.00e+05 wall_t:846 t:6250 epi:nan +opt_step:18564 lr:0.0003 alpha:0.01711 +2026-02-12 18:55:54 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:392.90 total_reward_ma:279.64 loss:-21.96 fps:118.5 +frame:1.10e+05 wall_t:928 t:6875 epi:nan +opt_step:20439 lr:0.0003 alpha:0.01277 +2026-02-12 18:57:16 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:434.20 total_reward_ma:292.52 loss:-21.1 fps:118.8 +frame:1.20e+05 wall_t:1010 t:7500 epi:nan +opt_step:22314 lr:0.0003 alpha:0.01039 +2026-02-12 18:58:38 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:466.40 total_reward_ma:305.90 loss:-19.24 fps:119 +frame:1.30e+05 wall_t:1092 t:8125 epi:nan +opt_step:24189 lr:0.0003 alpha:0.009043 +2026-02-12 19:00:00 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:527.10 total_reward_ma:321.70 loss:-18.34 fps:119.4 +frame:1.40e+05 wall_t:1173 t:8750 epi:nan +opt_step:26064 lr:0.0003 alpha:0.00975 +2026-02-12 19:01:22 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:566.70 total_reward_ma:338.03 loss:-16.99 fps:119.4 +frame:1.50e+05 wall_t:1256 t:9375 epi:nan +opt_step:27939 lr:0.0003 alpha:0.01063 +2026-02-12 19:02:44 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:566.40 total_reward_ma:352.31 loss:-15.91 fps:119.7 +frame:1.60e+05 wall_t:1337 t:10000 epi:nan +opt_step:29814 lr:0.0003 alpha:0.01056 +2026-02-12 19:04:05 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:568.70 total_reward_ma:365.03 loss:-15.39 fps:119.8 +frame:1.70e+05 wall_t:1419 t:10625 epi:nan +opt_step:31689 lr:0.0003 alpha:0.01202 +2026-02-12 19:05:28 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:597.30 total_reward_ma:377.94 loss:-14.4 fps:119.9 +frame:1.80e+05 wall_t:1501 t:11250 epi:nan +opt_step:33564 lr:0.0003 alpha:0.01139 +2026-02-12 19:06:49 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:587.40 total_reward_ma:388.96 loss:-13.48 fps:120 +frame:1.90e+05 wall_t:1583 t:11875 epi:nan +opt_step:35439 lr:0.0003 alpha:0.01129 +2026-02-12 19:08:10 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:618.50 total_reward_ma:400.44 loss:-12.18 fps:120.2 +frame:2.00e+05 wall_t:1664 t:12500 epi:nan +opt_step:37314 lr:0.0003 alpha:0.01231 +2026-02-12 19:09:31 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:626.70 total_reward_ma:411.21 loss:-11.47 fps:120.3 +frame:2.10e+05 wall_t:1745 t:13125 epi:nan +opt_step:39189 lr:0.0003 alpha:0.0124 +2026-02-12 19:10:53 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:627.80 total_reward_ma:421.06 loss:-10.83 fps:120.5 +frame:2.20e+05 wall_t:1826 t:13750 epi:nan +opt_step:41064 lr:0.0003 alpha:0.01293 +2026-02-12 19:12:14 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:624.50 total_reward_ma:429.90 loss:-9.923 fps:120.5 +frame:2.30e+05 wall_t:1908 t:14375 epi:nan +opt_step:42939 lr:0.0003 alpha:0.01395 +2026-02-12 19:13:35 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:660.70 total_reward_ma:439.52 loss:-8.75 fps:120.7 +frame:2.40e+05 wall_t:1989 t:15000 epi:nan +opt_step:44814 lr:0.0003 alpha:0.01488 +2026-02-12 19:14:57 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:681.30 total_reward_ma:449.19 loss:-8.299 fps:120.7 +frame:2.50e+05 wall_t:2071 t:15625 epi:nan +opt_step:46689 lr:0.0003 alpha:0.0167 +2026-02-12 19:16:18 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:684.90 total_reward_ma:458.26 loss:-7.612 fps:120.8 +frame:2.60e+05 wall_t:2152 t:16250 epi:nan +opt_step:48564 lr:0.0003 alpha:0.0179 +2026-02-12 19:17:40 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:731.90 total_reward_ma:468.39 loss:-7.13 fps:120.9 +frame:2.70e+05 wall_t:2233 t:16875 epi:nan +opt_step:50439 lr:0.0003 alpha:0.02104 +2026-02-12 19:19:00 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:787.70 total_reward_ma:479.80 loss:-6.499 fps:121 +frame:2.80e+05 wall_t:2314 t:17500 epi:nan +opt_step:52314 lr:0.0003 alpha:0.02285 +2026-02-12 19:20:22 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:845.30 total_reward_ma:492.40 loss:-6.053 fps:121.1 +frame:2.90e+05 wall_t:2395 t:18125 epi:nan +opt_step:54189 lr:0.0003 alpha:0.02396 +2026-02-12 19:21:42 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:857.70 total_reward_ma:504.58 loss:-5.656 fps:121.2 +frame:3.00e+05 wall_t:2476 t:18750 epi:nan +opt_step:56064 lr:0.0003 alpha:0.02393 +2026-02-12 19:23:04 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:911.20 total_reward_ma:517.69 loss:-5.239 fps:121.2 +frame:3.10e+05 wall_t:2558 t:19375 epi:nan +opt_step:57939 lr:0.0003 alpha:0.02427 +2026-02-12 19:24:24 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:928.20 total_reward_ma:530.52 loss:-5.485 fps:121.4 +frame:3.20e+05 wall_t:2637 t:20000 epi:nan +opt_step:59814 lr:0.0003 alpha:0.02589 +2026-02-12 19:25:45 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:924.30 total_reward_ma:542.45 loss:-4.889 fps:121.4 +frame:3.30e+05 wall_t:2718 t:20625 epi:nan +opt_step:61689 lr:0.0003 alpha:0.02702 +2026-02-12 19:27:06 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:942.60 total_reward_ma:554.22 loss:-5.16 fps:121.4 +frame:3.40e+05 wall_t:2800 t:21250 epi:nan +opt_step:63564 lr:0.0003 alpha:0.02705 +2026-02-12 19:28:27 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:926.70 total_reward_ma:564.87 loss:-4.715 fps:121.5 +frame:3.50e+05 wall_t:2881 t:21875 epi:nan +opt_step:65439 lr:0.0003 alpha:0.03017 +2026-02-12 19:29:47 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:951.20 total_reward_ma:575.60 loss:-4.678 fps:121.6 +frame:3.60e+05 wall_t:2961 t:22500 epi:nan +opt_step:67314 lr:0.0003 alpha:0.03152 +2026-02-12 19:31:08 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:944.80 total_reward_ma:585.58 loss:-5.7 fps:121.6 +frame:3.70e+05 wall_t:3042 t:23125 epi:nan +opt_step:69189 lr:0.0003 alpha:0.03411 +2026-02-12 19:32:29 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:975.00 total_reward_ma:595.82 loss:-5.504 fps:121.7 +frame:3.80e+05 wall_t:3122 t:23750 epi:nan +opt_step:71064 lr:0.0003 alpha:0.03605 +2026-02-12 19:33:50 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:942.80 total_reward_ma:604.72 loss:-6.475 fps:121.8 +frame:3.90e+05 wall_t:3203 t:24375 epi:nan +opt_step:72939 lr:0.0003 alpha:0.03883 +2026-02-12 19:35:10 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:964.60 total_reward_ma:613.72 loss:-6.335 fps:121.8 +frame:4.00e+05 wall_t:3284 t:25000 epi:nan +opt_step:74814 lr:0.0003 alpha:0.04116 +2026-02-12 19:36:32 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:1017.80 total_reward_ma:623.57 loss:-6.826 fps:121.8 +frame:4.10e+05 wall_t:3365 t:25625 epi:nan +opt_step:76689 lr:0.0003 alpha:0.0437 +2026-02-12 19:37:53 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:999.10 total_reward_ma:632.51 loss:-7.205 fps:121.8 +frame:4.20e+05 wall_t:3447 t:26250 epi:nan +opt_step:78564 lr:0.0003 alpha:0.04643 +2026-02-12 19:39:14 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:942.50 total_reward_ma:639.72 loss:-7.37 fps:121.9 +frame:4.30e+05 wall_t:3528 t:26875 epi:nan +opt_step:80439 lr:0.0003 alpha:0.04844 +2026-02-12 19:40:35 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:934.30 total_reward_ma:646.42 loss:-7.83 fps:122 +frame:4.40e+05 wall_t:3608 t:27500 epi:nan +opt_step:82314 lr:0.0003 alpha:0.05035 +2026-02-12 19:41:57 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:953.10 total_reward_ma:653.23 loss:-8.211 fps:122 +frame:4.50e+05 wall_t:3690 t:28125 epi:nan +opt_step:84189 lr:0.0003 alpha:0.054 +2026-02-12 19:43:19 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:939.00 total_reward_ma:659.45 loss:-8.49 fps:122 +frame:4.60e+05 wall_t:3772 t:28750 epi:nan +opt_step:86064 lr:0.0003 alpha:0.0565 +2026-02-12 19:44:41 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:917.70 total_reward_ma:664.94 loss:-8.903 fps:121.9 +frame:4.70e+05 wall_t:3855 t:29375 epi:nan +opt_step:87939 lr:0.0003 alpha:0.05969 +2026-02-12 19:46:02 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:903.30 total_reward_ma:669.91 loss:-9.595 fps:122 +frame:4.80e+05 wall_t:3936 t:30000 epi:nan +opt_step:89814 lr:0.0003 alpha:0.06247 +2026-02-12 19:47:23 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:916.00 total_reward_ma:674.93 loss:-9.728 fps:122 +frame:4.90e+05 wall_t:4017 t:30625 epi:nan +opt_step:91689 lr:0.0003 alpha:0.06548 +2026-02-12 19:48:44 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:946.50 total_reward_ma:680.36 loss:-10.38 fps:122 +frame:5.00e+05 wall_t:4098 t:31250 epi:nan +opt_step:93564 lr:0.0003 alpha:0.06885 +2026-02-12 19:50:06 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:965.00 total_reward_ma:685.94 loss:-10.69 fps:122 +frame:5.10e+05 wall_t:4180 t:31875 epi:nan +opt_step:95439 lr:0.0003 alpha:0.0726 +2026-02-12 19:51:27 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:949.70 total_reward_ma:691.01 loss:-11.35 fps:122 +frame:5.20e+05 wall_t:4261 t:32500 epi:nan +opt_step:97314 lr:0.0003 alpha:0.07461 +2026-02-12 19:52:48 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:1000.30 total_reward_ma:696.85 loss:-12.61 fps:122.1 +frame:5.30e+05 wall_t:4341 t:33125 epi:nan +opt_step:99189 lr:0.0003 alpha:0.07858 +2026-02-12 19:54:09 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:1042.60 total_reward_ma:703.25 loss:-12.69 fps:122.1 +frame:5.40e+05 wall_t:4423 t:33750 epi:nan +opt_step:101064 lr:0.0003 alpha:0.08123 +2026-02-12 19:55:30 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:1056.20 total_reward_ma:709.67 loss:-13.68 fps:122.1 +frame:5.50e+05 wall_t:4504 t:34375 epi:nan +opt_step:102939 lr:0.0003 alpha:0.08593 +2026-02-12 19:56:51 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:1070.60 total_reward_ma:716.11 loss:-14.1 fps:122.1 +frame:5.60e+05 wall_t:4585 t:35000 epi:nan +opt_step:104814 lr:0.0003 alpha:0.08904 +2026-02-12 19:58:12 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:1088.60 total_reward_ma:722.65 loss:-15.07 fps:122.2 +frame:5.70e+05 wall_t:4665 t:35625 epi:nan +opt_step:106689 lr:0.0003 alpha:0.09271 +2026-02-12 19:59:32 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:1119.70 total_reward_ma:729.49 loss:-16.49 fps:122.2 +frame:5.80e+05 wall_t:4746 t:36250 epi:nan +opt_step:108564 lr:0.0003 alpha:0.09574 +2026-02-12 20:00:54 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:1156.20 total_reward_ma:736.73 loss:-17.07 fps:122.2 +frame:5.90e+05 wall_t:4828 t:36875 epi:nan +opt_step:110439 lr:0.0003 alpha:0.09794 +2026-02-12 20:02:15 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:1118.90 total_reward_ma:743.10 loss:-17.23 fps:122.2 +frame:6.00e+05 wall_t:4909 t:37500 epi:nan +opt_step:112314 lr:0.0003 alpha:0.1 +2026-02-12 20:03:37 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:1136.60 total_reward_ma:749.55 loss:-17.66 fps:122.2 +frame:6.10e+05 wall_t:4991 t:38125 epi:nan +opt_step:114189 lr:0.0003 alpha:0.1037 +2026-02-12 20:04:58 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:1154.10 total_reward_ma:756.07 loss:-18.96 fps:122.2 +frame:6.20e+05 wall_t:5072 t:38750 epi:nan +opt_step:116064 lr:0.0003 alpha:0.1055 +2026-02-12 20:06:19 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:1168.80 total_reward_ma:762.62 loss:-20.11 fps:122.3 +frame:6.30e+05 wall_t:5152 t:39375 epi:nan +opt_step:117939 lr:0.0003 alpha:0.1078 +2026-02-12 20:07:40 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:1180.50 total_reward_ma:769.15 loss:-20.82 fps:122.3 +frame:6.40e+05 wall_t:5234 t:40000 epi:nan +opt_step:119814 lr:0.0003 alpha:0.1094 +2026-02-12 20:09:02 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:1205.80 total_reward_ma:775.87 loss:-21.62 fps:122.3 +frame:6.50e+05 wall_t:5315 t:40625 epi:nan +opt_step:121689 lr:0.0003 alpha:0.1114 +2026-02-12 20:10:23 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:1209.30 total_reward_ma:782.44 loss:-23.2 fps:122.3 +frame:6.60e+05 wall_t:5397 t:41250 epi:nan +opt_step:123564 lr:0.0003 alpha:0.1125 +2026-02-12 20:11:44 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:1223.50 total_reward_ma:789.02 loss:-23.36 fps:122.3 +frame:6.70e+05 wall_t:5478 t:41875 epi:nan +opt_step:125439 lr:0.0003 alpha:0.1144 +2026-02-12 20:13:06 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:1252.50 total_reward_ma:795.84 loss:-23.19 fps:122.3 +frame:6.80e+05 wall_t:5560 t:42500 epi:nan +opt_step:127314 lr:0.0003 alpha:0.1157 +2026-02-12 20:14:28 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:1232.70 total_reward_ma:802.17 loss:-23.83 fps:122.3 +frame:6.90e+05 wall_t:5642 t:43125 epi:nan +opt_step:129189 lr:0.0003 alpha:0.1153 +2026-02-12 20:15:49 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:1254.60 total_reward_ma:808.63 loss:-24.95 fps:122.3 +frame:7.00e+05 wall_t:5722 t:43750 epi:nan +opt_step:131064 lr:0.0003 alpha:0.1147 +2026-02-12 20:17:09 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:1247.60 total_reward_ma:814.81 loss:-25.13 fps:122.4 +frame:7.10e+05 wall_t:5803 t:44375 epi:nan +opt_step:132939 lr:0.0003 alpha:0.115 +2026-02-12 20:18:31 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:1257.90 total_reward_ma:820.97 loss:-26.8 fps:122.3 +frame:7.20e+05 wall_t:5885 t:45000 epi:nan +opt_step:134814 lr:0.0003 alpha:0.1141 +2026-02-12 20:19:53 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:1251.10 total_reward_ma:826.86 loss:-26.21 fps:122.4 +frame:7.30e+05 wall_t:5966 t:45625 epi:nan +opt_step:136689 lr:0.0003 alpha:0.1111 +2026-02-12 20:21:14 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:1245.30 total_reward_ma:832.51 loss:-27.38 fps:122.4 +frame:7.40e+05 wall_t:6048 t:46250 epi:nan +opt_step:138564 lr:0.0003 alpha:0.1107 +2026-02-12 20:22:35 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:1255.70 total_reward_ma:838.16 loss:-27.37 fps:122.4 +frame:7.50e+05 wall_t:6129 t:46875 epi:nan +opt_step:140439 lr:0.0003 alpha:0.1103 +2026-02-12 20:23:57 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:1264.80 total_reward_ma:843.77 loss:-27.74 fps:122.4 +frame:7.60e+05 wall_t:6211 t:47500 epi:nan +opt_step:142314 lr:0.0003 alpha:0.1093 +2026-02-12 20:25:19 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:1285.00 total_reward_ma:849.50 loss:-27.79 fps:122.4 +frame:7.70e+05 wall_t:6293 t:48125 epi:nan +opt_step:144189 lr:0.0003 alpha:0.1073 +2026-02-12 20:26:40 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:1264.10 total_reward_ma:854.82 loss:-27.06 fps:122.4 +frame:7.80e+05 wall_t:6374 t:48750 epi:nan +opt_step:146064 lr:0.0003 alpha:0.1079 +2026-02-12 20:28:02 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:1277.80 total_reward_ma:860.17 loss:-28.62 fps:122.4 +frame:7.90e+05 wall_t:6456 t:49375 epi:nan +opt_step:147939 lr:0.0003 alpha:0.1052 +2026-02-12 20:29:23 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:1259.20 total_reward_ma:865.16 loss:-28.28 fps:122.4 +frame:8.00e+05 wall_t:6537 t:50000 epi:nan +opt_step:149814 lr:0.0003 alpha:0.1048 +2026-02-12 20:30:44 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:1289.90 total_reward_ma:870.40 loss:-27.95 fps:122.4 +frame:8.10e+05 wall_t:6618 t:50625 epi:nan +opt_step:151689 lr:0.0003 alpha:0.1023 +2026-02-12 20:32:06 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:1304.20 total_reward_ma:875.69 loss:-28.77 fps:122.4 +frame:8.20e+05 wall_t:6699 t:51250 epi:nan +opt_step:153564 lr:0.0003 alpha:0.1019 +2026-02-12 20:33:28 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:1288.30 total_reward_ma:880.66 loss:-26.47 fps:122.4 +frame:8.30e+05 wall_t:6781 t:51875 epi:nan +opt_step:155439 lr:0.0003 alpha:0.1011 +2026-02-12 20:34:48 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:1312.50 total_reward_ma:885.80 loss:-27.74 fps:122.4 +frame:8.40e+05 wall_t:6862 t:52500 epi:nan +opt_step:157314 lr:0.0003 alpha:0.0985 +2026-02-12 20:36:10 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:1302.40 total_reward_ma:890.71 loss:-27.4 fps:122.4 +frame:8.50e+05 wall_t:6943 t:53125 epi:nan +opt_step:159189 lr:0.0003 alpha:0.09906 +2026-02-12 20:37:31 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:1333.80 total_reward_ma:895.86 loss:-27.09 fps:122.4 +frame:8.60e+05 wall_t:7025 t:53750 epi:nan +opt_step:161064 lr:0.0003 alpha:0.09901 +2026-02-12 20:38:52 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:1311.40 total_reward_ma:900.63 loss:-28.14 fps:122.4 +frame:8.70e+05 wall_t:7106 t:54375 epi:nan +opt_step:162939 lr:0.0003 alpha:0.09884 +2026-02-12 20:40:15 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:1310.00 total_reward_ma:905.29 loss:-27.02 fps:122.4 +frame:8.80e+05 wall_t:7188 t:55000 epi:nan +opt_step:164814 lr:0.0003 alpha:0.09579 +2026-02-12 20:41:36 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:1269.80 total_reward_ma:909.38 loss:-27.68 fps:122.4 +frame:8.90e+05 wall_t:7270 t:55625 epi:nan +opt_step:166689 lr:0.0003 alpha:0.09388 +2026-02-12 20:42:58 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:1274.90 total_reward_ma:913.44 loss:-28.34 fps:122.4 +frame:9.00e+05 wall_t:7351 t:56250 epi:nan +opt_step:168564 lr:0.0003 alpha:0.09257 +2026-02-12 20:44:19 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:1292.80 total_reward_ma:917.61 loss:-27.75 fps:122.4 +frame:9.10e+05 wall_t:7433 t:56875 epi:nan +opt_step:170439 lr:0.0003 alpha:0.09085 +2026-02-12 20:45:41 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:1265.30 total_reward_ma:921.39 loss:-27.26 fps:122.4 +frame:9.20e+05 wall_t:7514 t:57500 epi:nan +opt_step:172314 lr:0.0003 alpha:0.08918 +2026-02-12 20:47:01 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:1277.60 total_reward_ma:925.22 loss:-26.96 fps:122.4 +frame:9.30e+05 wall_t:7595 t:58125 epi:nan +opt_step:174189 lr:0.0003 alpha:0.09097 +2026-02-12 20:48:23 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:1254.30 total_reward_ma:928.72 loss:-25.83 fps:122.5 +frame:9.40e+05 wall_t:7676 t:58750 epi:nan +opt_step:176064 lr:0.0003 alpha:0.08836 +2026-02-12 20:49:45 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:1278.30 total_reward_ma:932.40 loss:-26.64 fps:122.5 +frame:9.50e+05 wall_t:7758 t:59375 epi:nan +opt_step:177939 lr:0.0003 alpha:0.08654 +2026-02-12 20:51:06 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:1260.30 total_reward_ma:935.82 loss:-25.56 fps:122.4 +frame:9.60e+05 wall_t:7840 t:60000 epi:nan +opt_step:179814 lr:0.0003 alpha:0.0858 +2026-02-12 20:52:27 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:1254.80 total_reward_ma:939.11 loss:-26.06 fps:122.5 +frame:9.70e+05 wall_t:7921 t:60625 epi:nan +opt_step:181689 lr:0.0003 alpha:0.08582 +2026-02-12 20:53:49 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:1214.90 total_reward_ma:941.92 loss:-26.35 fps:122.5 +frame:9.80e+05 wall_t:8002 t:61250 epi:nan +opt_step:183564 lr:0.0003 alpha:0.08411 +2026-02-12 20:55:09 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:1202.70 total_reward_ma:944.55 loss:-24.61 fps:122.5 +frame:9.90e+05 wall_t:8083 t:61875 epi:nan +opt_step:185439 lr:0.0003 alpha:0.08466 +2026-02-12 20:56:31 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:1197.40 total_reward_ma:947.08 loss:-25.38 fps:122.5 +frame:1.00e+06 wall_t:8164 t:62500 epi:nan +opt_step:187314 lr:0.0003 alpha:0.08443 +2026-02-12 20:57:52 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:1168.30 total_reward_ma:956.57 loss:-25.33 fps:122.5 +frame:1.01e+06 wall_t:8246 t:63125 epi:nan +opt_step:189189 lr:0.0003 alpha:0.08566 +2026-02-12 20:59:13 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:1179.50 total_reward_ma:966.00 loss:-26.17 fps:122.5 +frame:1.02e+06 wall_t:8327 t:63750 epi:nan +opt_step:191064 lr:0.0003 alpha:0.08399 +2026-02-12 21:00:34 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:1147.30 total_reward_ma:975.10 loss:-26.48 fps:122.5 +frame:1.03e+06 wall_t:8408 t:64375 epi:nan +opt_step:192939 lr:0.0003 alpha:0.08284 +2026-02-12 21:01:56 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:1141.10 total_reward_ma:984.11 loss:-26.05 fps:122.5 +frame:1.04e+06 wall_t:8489 t:65000 epi:nan +opt_step:194814 lr:0.0003 alpha:0.08261 +2026-02-12 21:03:17 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:1132.40 total_reward_ma:992.92 loss:-24.45 fps:122.5 +frame:1.05e+06 wall_t:8570 t:65625 epi:nan +opt_step:196689 lr:0.0003 alpha:0.0842 +2026-02-12 21:04:37 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:1115.80 total_reward_ma:1001.50 loss:-24.8 fps:122.5 +frame:1.06e+06 wall_t:8651 t:66250 epi:nan +opt_step:198564 lr:0.0003 alpha:0.08283 +2026-02-12 21:05:59 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:1107.20 total_reward_ma:1009.86 loss:-25.52 fps:122.5 +frame:1.07e+06 wall_t:8732 t:66875 epi:nan +opt_step:200439 lr:0.0003 alpha:0.08275 +2026-02-12 21:07:20 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:1097.90 total_reward_ma:1017.79 loss:-23.33 fps:122.5 +frame:1.08e+06 wall_t:8814 t:67500 epi:nan +opt_step:202314 lr:0.0003 alpha:0.08002 +2026-02-12 21:08:42 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:1069.60 total_reward_ma:1025.31 loss:-24.85 fps:122.5 +frame:1.09e+06 wall_t:8896 t:68125 epi:nan +opt_step:204189 lr:0.0003 alpha:0.07951 +2026-02-12 21:10:05 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:1046.20 total_reward_ma:1032.30 loss:-24.73 fps:122.5 +frame:1.10e+06 wall_t:8979 t:68750 epi:nan +opt_step:206064 lr:0.0003 alpha:0.07966 +2026-02-12 21:11:26 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:1058.50 total_reward_ma:1038.96 loss:-24.97 fps:122.5 +frame:1.11e+06 wall_t:9060 t:69375 epi:nan +opt_step:207939 lr:0.0003 alpha:0.07927 +2026-02-12 21:12:48 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:1078.80 total_reward_ma:1045.41 loss:-23.76 fps:122.5 +frame:1.12e+06 wall_t:9142 t:70000 epi:nan +opt_step:209814 lr:0.0003 alpha:0.07812 +2026-02-12 21:14:10 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:1087.20 total_reward_ma:1051.61 loss:-24.63 fps:122.5 +frame:1.13e+06 wall_t:9224 t:70625 epi:nan +opt_step:211689 lr:0.0003 alpha:0.07651 +2026-02-12 21:15:32 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:1131.00 total_reward_ma:1057.65 loss:-22.72 fps:122.5 +frame:1.14e+06 wall_t:9305 t:71250 epi:nan +opt_step:213564 lr:0.0003 alpha:0.07533 +2026-02-12 21:16:54 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:1125.80 total_reward_ma:1063.24 loss:-24.48 fps:122.5 +frame:1.15e+06 wall_t:9388 t:71875 epi:nan +opt_step:215439 lr:0.0003 alpha:0.07403 +2026-02-12 21:18:16 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:1144.20 total_reward_ma:1069.02 loss:-22.71 fps:122.5 +frame:1.16e+06 wall_t:9469 t:72500 epi:nan +opt_step:217314 lr:0.0003 alpha:0.07369 +2026-02-12 21:19:37 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:1147.10 total_reward_ma:1074.81 loss:-22.89 fps:122.5 +frame:1.17e+06 wall_t:9551 t:73125 epi:nan +opt_step:219189 lr:0.0003 alpha:0.07292 +2026-02-12 21:20:58 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:1136.90 total_reward_ma:1080.20 loss:-22.2 fps:122.5 +frame:1.18e+06 wall_t:9632 t:73750 epi:nan +opt_step:221064 lr:0.0003 alpha:0.07354 +2026-02-12 21:22:19 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:1135.50 total_reward_ma:1085.68 loss:-23.67 fps:122.5 +frame:1.19e+06 wall_t:9712 t:74375 epi:nan +opt_step:222939 lr:0.0003 alpha:0.07388 +2026-02-12 21:23:39 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:1149.90 total_reward_ma:1091.00 loss:-22.03 fps:122.5 +frame:1.20e+06 wall_t:9793 t:75000 epi:nan +opt_step:224814 lr:0.0003 alpha:0.07171 +2026-02-12 21:25:01 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:1128.10 total_reward_ma:1096.01 loss:-20.77 fps:122.5 +frame:1.21e+06 wall_t:9875 t:75625 epi:nan +opt_step:226689 lr:0.0003 alpha:0.07082 +2026-02-12 21:26:22 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:1118.50 total_reward_ma:1100.92 loss:-23.16 fps:122.5 +frame:1.22e+06 wall_t:9956 t:76250 epi:nan +opt_step:228564 lr:0.0003 alpha:0.06998 +2026-02-12 21:27:43 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:1195.20 total_reward_ma:1106.62 loss:-22.51 fps:122.5 +frame:1.23e+06 wall_t:10037 t:76875 epi:nan +opt_step:230439 lr:0.0003 alpha:0.06802 +2026-02-12 21:29:04 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:1209.00 total_reward_ma:1112.11 loss:-22.33 fps:122.6 +frame:1.24e+06 wall_t:10118 t:77500 epi:nan +opt_step:232314 lr:0.0003 alpha:0.06624 +2026-02-12 21:30:26 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:1219.10 total_reward_ma:1117.49 loss:-22.45 fps:122.5 +frame:1.25e+06 wall_t:10200 t:78125 epi:nan +opt_step:234189 lr:0.0003 alpha:0.06545 +2026-02-12 21:31:47 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:1228.20 total_reward_ma:1122.92 loss:-22.71 fps:122.6 +frame:1.26e+06 wall_t:10281 t:78750 epi:nan +opt_step:236064 lr:0.0003 alpha:0.064 +2026-02-12 21:33:09 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:1229.10 total_reward_ma:1127.89 loss:-22.33 fps:122.6 +frame:1.27e+06 wall_t:10362 t:79375 epi:nan +opt_step:237939 lr:0.0003 alpha:0.06283 +2026-02-12 21:34:31 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:1216.30 total_reward_ma:1132.18 loss:-21.64 fps:122.5 +frame:1.28e+06 wall_t:10445 t:80000 epi:nan +opt_step:239814 lr:0.0003 alpha:0.06176 +2026-02-12 21:35:53 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:1233.60 total_reward_ma:1136.06 loss:-21.58 fps:122.5 +frame:1.29e+06 wall_t:10527 t:80625 epi:nan +opt_step:241689 lr:0.0003 alpha:0.062 +2026-02-12 21:37:14 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:1233.60 total_reward_ma:1139.82 loss:-21.51 fps:122.5 +frame:1.30e+06 wall_t:10608 t:81250 epi:nan +opt_step:243564 lr:0.0003 alpha:0.06008 +2026-02-12 21:38:36 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:1186.50 total_reward_ma:1142.57 loss:-20.53 fps:122.5 +frame:1.31e+06 wall_t:10690 t:81875 epi:nan +opt_step:245439 lr:0.0003 alpha:0.05965 +2026-02-12 21:39:57 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:1184.60 total_reward_ma:1145.14 loss:-19.62 fps:122.6 +frame:1.32e+06 wall_t:10771 t:82500 epi:nan +opt_step:247314 lr:0.0003 alpha:0.05925 +2026-02-12 21:41:18 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:1226.80 total_reward_ma:1148.16 loss:-21.24 fps:122.6 +frame:1.33e+06 wall_t:10852 t:83125 epi:nan +opt_step:249189 lr:0.0003 alpha:0.05827 +2026-02-12 21:42:39 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:1244.70 total_reward_ma:1151.18 loss:-20.82 fps:122.6 +frame:1.34e+06 wall_t:10933 t:83750 epi:nan +opt_step:251064 lr:0.0003 alpha:0.05838 +2026-02-12 21:44:01 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:1223.40 total_reward_ma:1154.15 loss:-19.72 fps:122.6 +frame:1.35e+06 wall_t:11014 t:84375 epi:nan +opt_step:252939 lr:0.0003 alpha:0.05865 +2026-02-12 21:45:21 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:1253.30 total_reward_ma:1157.17 loss:-21.91 fps:122.6 +frame:1.36e+06 wall_t:11095 t:85000 epi:nan +opt_step:254814 lr:0.0003 alpha:0.05838 +2026-02-12 21:46:43 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:1288.30 total_reward_ma:1160.60 loss:-20.77 fps:122.6 +frame:1.37e+06 wall_t:11176 t:85625 epi:nan +opt_step:256689 lr:0.0003 alpha:0.05874 +2026-02-12 21:48:04 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:1286.70 total_reward_ma:1163.72 loss:-21.49 fps:122.6 +frame:1.38e+06 wall_t:11258 t:86250 epi:nan +opt_step:258564 lr:0.0003 alpha:0.05704 +2026-02-12 21:49:25 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:1287.20 total_reward_ma:1167.17 loss:-19.91 fps:122.6 +frame:1.39e+06 wall_t:11339 t:86875 epi:nan +opt_step:260439 lr:0.0003 alpha:0.05675 +2026-02-12 21:50:46 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:1294.00 total_reward_ma:1170.46 loss:-19.88 fps:122.6 +frame:1.40e+06 wall_t:11420 t:87500 epi:nan +opt_step:262314 lr:0.0003 alpha:0.05653 +2026-02-12 21:52:07 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:1295.60 total_reward_ma:1173.24 loss:-19.76 fps:122.6 +frame:1.41e+06 wall_t:11501 t:88125 epi:nan +opt_step:264189 lr:0.0003 alpha:0.05482 +2026-02-12 21:53:28 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:1321.30 total_reward_ma:1176.46 loss:-20.15 fps:122.6 +frame:1.42e+06 wall_t:11582 t:88750 epi:nan +opt_step:266064 lr:0.0003 alpha:0.05498 +2026-02-12 21:54:49 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:1312.60 total_reward_ma:1180.16 loss:-20.76 fps:122.6 +frame:1.43e+06 wall_t:11662 t:89375 epi:nan +opt_step:267939 lr:0.0003 alpha:0.05334 +2026-02-12 21:56:10 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:1314.00 total_reward_ma:1183.96 loss:-20.27 fps:122.6 +frame:1.44e+06 wall_t:11744 t:90000 epi:nan +opt_step:269814 lr:0.0003 alpha:0.05299 +2026-02-12 21:57:31 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:1278.40 total_reward_ma:1187.21 loss:-20.95 fps:122.6 +frame:1.45e+06 wall_t:11825 t:90625 epi:nan +opt_step:271689 lr:0.0003 alpha:0.05213 +2026-02-12 21:58:53 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:1278.40 total_reward_ma:1190.60 loss:-19.56 fps:122.6 +frame:1.46e+06 wall_t:11907 t:91250 epi:nan +opt_step:273564 lr:0.0003 alpha:0.05187 +2026-02-12 22:00:14 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:1330.30 total_reward_ma:1194.73 loss:-20.27 fps:122.6 +frame:1.47e+06 wall_t:11988 t:91875 epi:nan +opt_step:275439 lr:0.0003 alpha:0.05099 +2026-02-12 22:01:35 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:1348.30 total_reward_ma:1199.18 loss:-18.55 fps:122.6 +frame:1.48e+06 wall_t:12069 t:92500 epi:nan +opt_step:277314 lr:0.0003 alpha:0.0504 +2026-02-12 22:02:56 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:1310.80 total_reward_ma:1203.13 loss:-19.88 fps:122.6 +frame:1.49e+06 wall_t:12149 t:93125 epi:nan +opt_step:279189 lr:0.0003 alpha:0.05149 +2026-02-12 22:04:17 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:1304.00 total_reward_ma:1206.70 loss:-19.26 fps:122.6 +frame:1.50e+06 wall_t:12230 t:93750 epi:nan +opt_step:281064 lr:0.0003 alpha:0.05151 +2026-02-12 22:05:37 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:1284.30 total_reward_ma:1209.90 loss:-18.91 fps:122.7 +frame:1.51e+06 wall_t:12310 t:94375 epi:nan +opt_step:282939 lr:0.0003 alpha:0.04917 +2026-02-12 22:06:58 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:1323.20 total_reward_ma:1213.63 loss:-19.38 fps:122.7 +frame:1.52e+06 wall_t:12392 t:95000 epi:nan +opt_step:284814 lr:0.0003 alpha:0.04915 +2026-02-12 22:08:20 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:1359.30 total_reward_ma:1217.22 loss:-17.86 fps:122.7 +frame:1.53e+06 wall_t:12473 t:95625 epi:nan +opt_step:286689 lr:0.0003 alpha:0.04792 +2026-02-12 22:09:41 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:1348.90 total_reward_ma:1220.28 loss:-19.53 fps:122.7 +frame:1.54e+06 wall_t:12555 t:96250 epi:nan +opt_step:288564 lr:0.0003 alpha:0.04762 +2026-02-12 22:11:02 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:1294.80 total_reward_ma:1222.67 loss:-19.08 fps:122.7 +frame:1.55e+06 wall_t:12635 t:96875 epi:nan +opt_step:290439 lr:0.0003 alpha:0.04756 +2026-02-12 22:12:23 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:1293.60 total_reward_ma:1224.90 loss:-19.27 fps:122.7 +frame:1.56e+06 wall_t:12717 t:97500 epi:nan +opt_step:292314 lr:0.0003 alpha:0.04655 +2026-02-12 22:13:45 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:1298.60 total_reward_ma:1227.00 loss:-16.78 fps:122.7 +frame:1.57e+06 wall_t:12798 t:98125 epi:nan +opt_step:294189 lr:0.0003 alpha:0.04641 +2026-02-12 22:15:06 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:1323.20 total_reward_ma:1229.04 loss:-18.23 fps:122.7 +frame:1.58e+06 wall_t:12880 t:98750 epi:nan +opt_step:296064 lr:0.0003 alpha:0.04597 +2026-02-12 22:16:27 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:1341.50 total_reward_ma:1230.89 loss:-18.76 fps:122.7 +frame:1.59e+06 wall_t:12961 t:99375 epi:nan +opt_step:297939 lr:0.0003 alpha:0.04576 +2026-02-12 22:17:48 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:1327.30 total_reward_ma:1232.97 loss:-19.08 fps:122.7 +frame:1.60e+06 wall_t:13041 t:100000 epi:nan +opt_step:299814 lr:0.0003 alpha:0.04524 +2026-02-12 22:19:08 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:1297.20 total_reward_ma:1234.58 loss:-17.93 fps:122.7 +frame:1.61e+06 wall_t:13122 t:100625 epi:nan +opt_step:301689 lr:0.0003 alpha:0.04496 +2026-02-12 22:20:30 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:1338.30 total_reward_ma:1236.42 loss:-17.66 fps:122.7 +frame:1.62e+06 wall_t:13204 t:101250 epi:nan +opt_step:303564 lr:0.0003 alpha:0.04363 +2026-02-12 22:21:50 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:1351.50 total_reward_ma:1238.25 loss:-17.01 fps:122.7 +frame:1.63e+06 wall_t:13284 t:101875 epi:nan +opt_step:305439 lr:0.0003 alpha:0.04376 +2026-02-12 22:23:12 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:1379.40 total_reward_ma:1240.24 loss:-18.18 fps:122.7 +frame:1.64e+06 wall_t:13366 t:102500 epi:nan +opt_step:307314 lr:0.0003 alpha:0.04319 +2026-02-12 22:24:34 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:1426.60 total_reward_ma:1242.44 loss:-17.33 fps:122.7 +frame:1.65e+06 wall_t:13447 t:103125 epi:nan +opt_step:309189 lr:0.0003 alpha:0.0421 +2026-02-12 22:25:54 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:1421.90 total_reward_ma:1244.57 loss:-16.12 fps:122.7 +frame:1.66e+06 wall_t:13528 t:103750 epi:nan +opt_step:311064 lr:0.0003 alpha:0.04141 +2026-02-12 22:27:15 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:1442.00 total_reward_ma:1246.76 loss:-16.52 fps:122.7 +frame:1.67e+06 wall_t:13608 t:104375 epi:nan +opt_step:312939 lr:0.0003 alpha:0.04066 +2026-02-12 22:28:35 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:1419.70 total_reward_ma:1248.43 loss:-17.17 fps:122.7 +frame:1.68e+06 wall_t:13689 t:105000 epi:nan +opt_step:314814 lr:0.0003 alpha:0.04003 +2026-02-12 22:29:57 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:1456.20 total_reward_ma:1250.66 loss:-17.22 fps:122.7 +frame:1.69e+06 wall_t:13771 t:105625 epi:nan +opt_step:316689 lr:0.0003 alpha:0.03903 +2026-02-12 22:31:18 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:1486.50 total_reward_ma:1252.98 loss:-16.42 fps:122.7 +frame:1.70e+06 wall_t:13852 t:106250 epi:nan +opt_step:318564 lr:0.0003 alpha:0.03866 +2026-02-12 22:32:39 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:1537.60 total_reward_ma:1255.88 loss:-15.63 fps:122.7 +frame:1.71e+06 wall_t:13933 t:106875 epi:nan +opt_step:320439 lr:0.0003 alpha:0.03787 +2026-02-12 22:34:02 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:1530.30 total_reward_ma:1258.61 loss:-15.9 fps:122.7 +frame:1.72e+06 wall_t:14015 t:107500 epi:nan +opt_step:322314 lr:0.0003 alpha:0.03691 +2026-02-12 22:35:23 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:1529.90 total_reward_ma:1261.39 loss:-14.83 fps:122.7 +frame:1.73e+06 wall_t:14097 t:108125 epi:nan +opt_step:324189 lr:0.0003 alpha:0.03648 +2026-02-12 22:36:44 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:1526.60 total_reward_ma:1264.21 loss:-15.28 fps:122.7 +frame:1.74e+06 wall_t:14178 t:108750 epi:nan +opt_step:326064 lr:0.0003 alpha:0.03632 +2026-02-12 22:38:05 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:1527.70 total_reward_ma:1266.93 loss:-17.87 fps:122.7 +frame:1.75e+06 wall_t:14259 t:109375 epi:nan +opt_step:327939 lr:0.0003 alpha:0.03602 +2026-02-12 22:39:27 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:1526.80 total_reward_ma:1269.55 loss:-17.25 fps:122.7 +frame:1.76e+06 wall_t:14340 t:110000 epi:nan +opt_step:329814 lr:0.0003 alpha:0.0358 +2026-02-12 22:40:48 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:1503.60 total_reward_ma:1271.73 loss:-16 fps:122.7 +frame:1.77e+06 wall_t:14422 t:110625 epi:nan +opt_step:331689 lr:0.0003 alpha:0.03543 +2026-02-12 22:42:09 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:1438.90 total_reward_ma:1273.48 loss:-14.67 fps:122.7 +frame:1.78e+06 wall_t:14502 t:111250 epi:nan +opt_step:333564 lr:0.0003 alpha:0.03485 +2026-02-12 22:43:30 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:1399.70 total_reward_ma:1274.70 loss:-15.09 fps:122.7 +frame:1.79e+06 wall_t:14584 t:111875 epi:nan +opt_step:335439 lr:0.0003 alpha:0.03466 +2026-02-12 22:44:50 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:1391.20 total_reward_ma:1276.02 loss:-16.01 fps:122.7 +frame:1.80e+06 wall_t:14664 t:112500 epi:nan +opt_step:337314 lr:0.0003 alpha:0.03529 +2026-02-12 22:46:11 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:1392.20 total_reward_ma:1277.04 loss:-14.85 fps:122.8 +frame:1.81e+06 wall_t:14745 t:113125 epi:nan +opt_step:339189 lr:0.0003 alpha:0.03455 +2026-02-12 22:47:33 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:1398.80 total_reward_ma:1277.99 loss:-15.52 fps:122.8 +frame:1.82e+06 wall_t:14826 t:113750 epi:nan +opt_step:341064 lr:0.0003 alpha:0.03432 +2026-02-12 22:48:54 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:1396.80 total_reward_ma:1279.07 loss:-13.63 fps:122.8 +frame:1.83e+06 wall_t:14907 t:114375 epi:nan +opt_step:342939 lr:0.0003 alpha:0.03385 +2026-02-12 22:50:15 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:1394.40 total_reward_ma:1279.89 loss:-14.99 fps:122.8 +frame:1.84e+06 wall_t:14989 t:115000 epi:nan +opt_step:344814 lr:0.0003 alpha:0.03462 +2026-02-12 22:51:37 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:1395.60 total_reward_ma:1280.82 loss:-15.58 fps:122.8 +frame:1.85e+06 wall_t:15071 t:115625 epi:nan +opt_step:346689 lr:0.0003 alpha:0.03479 +2026-02-12 22:52:59 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:1439.50 total_reward_ma:1281.88 loss:-15.72 fps:122.8 +frame:1.86e+06 wall_t:15152 t:116250 epi:nan +opt_step:348564 lr:0.0003 alpha:0.03374 +2026-02-12 22:54:21 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:1460.40 total_reward_ma:1283.37 loss:-15.49 fps:122.8 +frame:1.87e+06 wall_t:15234 t:116875 epi:nan +opt_step:350439 lr:0.0003 alpha:0.03434 +2026-02-12 22:55:43 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:1479.70 total_reward_ma:1285.07 loss:-14.1 fps:122.7 +frame:1.88e+06 wall_t:15316 t:117500 epi:nan +opt_step:352314 lr:0.0003 alpha:0.03351 +2026-02-12 22:57:04 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:1471.60 total_reward_ma:1287.09 loss:-14.42 fps:122.8 +frame:1.89e+06 wall_t:15397 t:118125 epi:nan +opt_step:354189 lr:0.0003 alpha:0.03352 +2026-02-12 22:58:25 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:1485.80 total_reward_ma:1289.20 loss:-13.82 fps:122.8 +frame:1.90e+06 wall_t:15478 t:118750 epi:nan +opt_step:356064 lr:0.0003 alpha:0.03379 +2026-02-12 22:59:46 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:1500.70 total_reward_ma:1291.28 loss:-15.26 fps:122.8 +frame:1.91e+06 wall_t:15559 t:119375 epi:nan +opt_step:357939 lr:0.0003 alpha:0.03396 +2026-02-12 23:01:07 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:1514.90 total_reward_ma:1293.77 loss:-15.96 fps:122.8 +frame:1.92e+06 wall_t:15640 t:120000 epi:nan +opt_step:359814 lr:0.0003 alpha:0.03334 +2026-02-12 23:02:28 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:1518.60 total_reward_ma:1296.18 loss:-14.57 fps:122.8 +frame:1.93e+06 wall_t:15722 t:120625 epi:nan +opt_step:361689 lr:0.0003 alpha:0.03303 +2026-02-12 23:03:50 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:1518.70 total_reward_ma:1298.83 loss:-14.93 fps:122.8 +frame:1.94e+06 wall_t:15803 t:121250 epi:nan +opt_step:363564 lr:0.0003 alpha:0.0323 +2026-02-12 23:05:10 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:1486.80 total_reward_ma:1300.91 loss:-15.61 fps:122.8 +frame:1.95e+06 wall_t:15883 t:121875 epi:nan +opt_step:365439 lr:0.0003 alpha:0.0324 +2026-02-12 23:06:30 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:1529.60 total_reward_ma:1303.60 loss:-15.09 fps:122.8 +frame:1.96e+06 wall_t:15964 t:122500 epi:nan +opt_step:367314 lr:0.0003 alpha:0.03272 +2026-02-12 23:07:51 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:1554.10 total_reward_ma:1306.60 loss:-14.26 fps:122.8 +frame:1.97e+06 wall_t:16045 t:123125 epi:nan +opt_step:369189 lr:0.0003 alpha:0.03272 +2026-02-12 23:09:12 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:1549.80 total_reward_ma:1309.94 loss:-15.89 fps:122.8 +frame:1.98e+06 wall_t:16126 t:123750 epi:nan +opt_step:371064 lr:0.0003 alpha:0.03148 +2026-02-12 23:10:34 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:1534.00 total_reward_ma:1313.26 loss:-16.53 fps:122.8 +frame:1.99e+06 wall_t:16207 t:124375 epi:nan +opt_step:372939 lr:0.0003 alpha:0.03217 +2026-02-12 23:11:37 | INFO | PID:1339 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_mspacman_t0_s0 [train] +total_reward:1532.10 total_reward_ma:1316.60 loss:-14.28 fps:122.9 +frame:2.00e+06 wall_t:16271 t:125000 epi:nan +opt_step:374814 lr:0.0003 alpha:0.03192 +2026-02-12 23:11:38 | INFO | PID:1339 | slm_lab.lib.logger:info | Session 0 done diff --git a/data/sac_atari_mspacman_2026_02_12_184018/log/sac_atari_mspacman_t0_s1.log b/data/sac_atari_mspacman_2026_02_12_184018/log/sac_atari_mspacman_t0_s1.log new file mode 100644 index 0000000000000000000000000000000000000000..75854eae1477639438318e467f8c2290ecb87952 --- /dev/null +++ b/data/sac_atari_mspacman_2026_02_12_184018/log/sac_atari_mspacman_t0_s1.log @@ -0,0 +1,802 @@ +2026-02-12 18:40:23 | INFO | PID:1340 | slm_lab.env:_make_vector_env | AtariVectorEnv: 16 envs, native preprocessing +2026-02-12 18:42:19 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:231.33 total_reward_ma:231.33 loss:-15.52 fps:88.5 +frame:1.00e+04 wall_t:113 t:625 epi:nan +opt_step:1689 lr:0.0003 alpha:0.6313 +2026-02-12 18:43:44 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:238.12 total_reward_ma:234.73 loss:-23.69 fps:101 +frame:2.00e+04 wall_t:198 t:1250 epi:nan +opt_step:3564 lr:0.0003 alpha:0.4038 +2026-02-12 18:45:04 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:267.65 total_reward_ma:245.70 loss:-27.38 fps:108.3 +frame:3.00e+04 wall_t:277 t:1875 epi:nan +opt_step:5439 lr:0.0003 alpha:0.2645 +2026-02-12 18:46:26 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:266.99 total_reward_ma:251.02 loss:-29.65 fps:111.4 +frame:4.00e+04 wall_t:359 t:2500 epi:nan +opt_step:7314 lr:0.0003 alpha:0.1748 +2026-02-12 18:47:47 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:270.65 total_reward_ma:254.95 loss:-29.24 fps:113.4 +frame:5.00e+04 wall_t:441 t:3125 epi:nan +opt_step:9189 lr:0.0003 alpha:0.1161 +2026-02-12 18:49:08 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:286.10 total_reward_ma:260.14 loss:-29.2 fps:114.9 +frame:6.00e+04 wall_t:522 t:3750 epi:nan +opt_step:11064 lr:0.0003 alpha:0.0775 +2026-02-12 18:50:30 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:294.40 total_reward_ma:265.03 loss:-27.13 fps:116.1 +frame:7.00e+04 wall_t:603 t:4375 epi:nan +opt_step:12939 lr:0.0003 alpha:0.05204 +2026-02-12 18:51:51 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:303.70 total_reward_ma:269.87 loss:-26.75 fps:116.8 +frame:8.00e+04 wall_t:685 t:5000 epi:nan +opt_step:14814 lr:0.0003 alpha:0.03529 +2026-02-12 18:53:13 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:335.00 total_reward_ma:277.10 loss:-25.28 fps:117.3 +frame:9.00e+04 wall_t:767 t:5625 epi:nan +opt_step:16689 lr:0.0003 alpha:0.02452 +2026-02-12 18:54:34 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:355.90 total_reward_ma:284.98 loss:-24.05 fps:117.9 +frame:1.00e+05 wall_t:848 t:6250 epi:nan +opt_step:18564 lr:0.0003 alpha:0.01752 +2026-02-12 18:55:56 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:389.50 total_reward_ma:294.49 loss:-22.56 fps:118.3 +frame:1.10e+05 wall_t:930 t:6875 epi:nan +opt_step:20439 lr:0.0003 alpha:0.01328 +2026-02-12 18:57:18 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:452.70 total_reward_ma:307.67 loss:-20.99 fps:118.6 +frame:1.20e+05 wall_t:1012 t:7500 epi:nan +opt_step:22314 lr:0.0003 alpha:0.01125 +2026-02-12 18:58:39 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:514.60 total_reward_ma:323.59 loss:-19.33 fps:118.9 +frame:1.30e+05 wall_t:1093 t:8125 epi:nan +opt_step:24189 lr:0.0003 alpha:0.0108 +2026-02-12 19:00:01 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:584.80 total_reward_ma:342.25 loss:-18.45 fps:119.1 +frame:1.40e+05 wall_t:1175 t:8750 epi:nan +opt_step:26064 lr:0.0003 alpha:0.01149 +2026-02-12 19:01:23 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:633.30 total_reward_ma:361.65 loss:-17.69 fps:119.4 +frame:1.50e+05 wall_t:1256 t:9375 epi:nan +opt_step:27939 lr:0.0003 alpha:0.01288 +2026-02-12 19:02:43 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:677.60 total_reward_ma:381.40 loss:-16.42 fps:119.7 +frame:1.60e+05 wall_t:1337 t:10000 epi:nan +opt_step:29814 lr:0.0003 alpha:0.01308 +2026-02-12 19:04:04 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:721.30 total_reward_ma:401.39 loss:-15.33 fps:119.9 +frame:1.70e+05 wall_t:1418 t:10625 epi:nan +opt_step:31689 lr:0.0003 alpha:0.014 +2026-02-12 19:05:26 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:749.90 total_reward_ma:420.75 loss:-14.86 fps:120 +frame:1.80e+05 wall_t:1500 t:11250 epi:nan +opt_step:33564 lr:0.0003 alpha:0.01519 +2026-02-12 19:06:47 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:775.10 total_reward_ma:439.40 loss:-13.61 fps:120.2 +frame:1.90e+05 wall_t:1581 t:11875 epi:nan +opt_step:35439 lr:0.0003 alpha:0.01597 +2026-02-12 19:08:09 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:827.00 total_reward_ma:458.78 loss:-13.03 fps:120.3 +frame:2.00e+05 wall_t:1663 t:12500 epi:nan +opt_step:37314 lr:0.0003 alpha:0.01578 +2026-02-12 19:09:30 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:833.60 total_reward_ma:476.63 loss:-11.83 fps:120.4 +frame:2.10e+05 wall_t:1744 t:13125 epi:nan +opt_step:39189 lr:0.0003 alpha:0.01677 +2026-02-12 19:10:52 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:857.70 total_reward_ma:493.95 loss:-11.33 fps:120.5 +frame:2.20e+05 wall_t:1825 t:13750 epi:nan +opt_step:41064 lr:0.0003 alpha:0.01765 +2026-02-12 19:12:13 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:875.20 total_reward_ma:510.53 loss:-10.78 fps:120.6 +frame:2.30e+05 wall_t:1907 t:14375 epi:nan +opt_step:42939 lr:0.0003 alpha:0.01792 +2026-02-12 19:13:34 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:903.60 total_reward_ma:526.91 loss:-9.734 fps:120.8 +frame:2.40e+05 wall_t:1987 t:15000 epi:nan +opt_step:44814 lr:0.0003 alpha:0.01889 +2026-02-12 19:14:55 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:890.60 total_reward_ma:541.45 loss:-8.597 fps:120.8 +frame:2.50e+05 wall_t:2069 t:15625 epi:nan +opt_step:46689 lr:0.0003 alpha:0.0206 +2026-02-12 19:16:16 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:854.50 total_reward_ma:553.49 loss:-8.135 fps:120.9 +frame:2.60e+05 wall_t:2150 t:16250 epi:nan +opt_step:48564 lr:0.0003 alpha:0.02133 +2026-02-12 19:17:37 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:855.50 total_reward_ma:564.68 loss:-7.474 fps:121 +frame:2.70e+05 wall_t:2231 t:16875 epi:nan +opt_step:50439 lr:0.0003 alpha:0.0229 +2026-02-12 19:18:59 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:875.70 total_reward_ma:575.79 loss:-7.16 fps:121.1 +frame:2.80e+05 wall_t:2312 t:17500 epi:nan +opt_step:52314 lr:0.0003 alpha:0.02343 +2026-02-12 19:20:20 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:867.70 total_reward_ma:585.85 loss:-6.34 fps:121.1 +frame:2.90e+05 wall_t:2394 t:18125 epi:nan +opt_step:54189 lr:0.0003 alpha:0.02333 +2026-02-12 19:21:41 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:889.20 total_reward_ma:595.96 loss:-6.051 fps:121.3 +frame:3.00e+05 wall_t:2474 t:18750 epi:nan +opt_step:56064 lr:0.0003 alpha:0.0246 +2026-02-12 19:23:01 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:900.50 total_reward_ma:605.79 loss:-5.576 fps:121.4 +frame:3.10e+05 wall_t:2554 t:19375 epi:nan +opt_step:57939 lr:0.0003 alpha:0.02572 +2026-02-12 19:24:21 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:896.20 total_reward_ma:614.86 loss:-5.393 fps:121.4 +frame:3.20e+05 wall_t:2635 t:20000 epi:nan +opt_step:59814 lr:0.0003 alpha:0.02771 +2026-02-12 19:25:42 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:903.10 total_reward_ma:623.60 loss:-5.962 fps:121.5 +frame:3.30e+05 wall_t:2716 t:20625 epi:nan +opt_step:61689 lr:0.0003 alpha:0.03117 +2026-02-12 19:27:03 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:981.20 total_reward_ma:634.12 loss:-6.289 fps:121.6 +frame:3.40e+05 wall_t:2797 t:21250 epi:nan +opt_step:63564 lr:0.0003 alpha:0.03262 +2026-02-12 19:28:24 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:1021.90 total_reward_ma:645.20 loss:-6.276 fps:121.6 +frame:3.50e+05 wall_t:2878 t:21875 epi:nan +opt_step:65439 lr:0.0003 alpha:0.03467 +2026-02-12 19:29:46 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:1122.30 total_reward_ma:658.45 loss:-6.992 fps:121.7 +frame:3.60e+05 wall_t:2959 t:22500 epi:nan +opt_step:67314 lr:0.0003 alpha:0.03795 +2026-02-12 19:31:06 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:1177.90 total_reward_ma:672.49 loss:-7.156 fps:121.7 +frame:3.70e+05 wall_t:3040 t:23125 epi:nan +opt_step:69189 lr:0.0003 alpha:0.04096 +2026-02-12 19:32:28 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:1237.40 total_reward_ma:687.35 loss:-7.87 fps:121.8 +frame:3.80e+05 wall_t:3121 t:23750 epi:nan +opt_step:71064 lr:0.0003 alpha:0.04412 +2026-02-12 19:33:49 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:1334.70 total_reward_ma:703.95 loss:-7.883 fps:121.8 +frame:3.90e+05 wall_t:3203 t:24375 epi:nan +opt_step:72939 lr:0.0003 alpha:0.04841 +2026-02-12 19:35:10 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:1397.80 total_reward_ma:721.30 loss:-8.343 fps:121.8 +frame:4.00e+05 wall_t:3283 t:25000 epi:nan +opt_step:74814 lr:0.0003 alpha:0.05024 +2026-02-12 19:36:30 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:1378.00 total_reward_ma:737.32 loss:-9.031 fps:121.9 +frame:4.10e+05 wall_t:3364 t:25625 epi:nan +opt_step:76689 lr:0.0003 alpha:0.05499 +2026-02-12 19:37:51 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:1414.60 total_reward_ma:753.44 loss:-10.07 fps:121.9 +frame:4.20e+05 wall_t:3445 t:26250 epi:nan +opt_step:78564 lr:0.0003 alpha:0.05894 +2026-02-12 19:39:13 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:1492.60 total_reward_ma:770.63 loss:-10.52 fps:122 +frame:4.30e+05 wall_t:3526 t:26875 epi:nan +opt_step:80439 lr:0.0003 alpha:0.06258 +2026-02-12 19:40:34 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:1573.50 total_reward_ma:788.88 loss:-11.42 fps:122 +frame:4.40e+05 wall_t:3607 t:27500 epi:nan +opt_step:82314 lr:0.0003 alpha:0.06843 +2026-02-12 19:41:54 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:1598.90 total_reward_ma:806.88 loss:-10.89 fps:122 +frame:4.50e+05 wall_t:3688 t:28125 epi:nan +opt_step:84189 lr:0.0003 alpha:0.07212 +2026-02-12 19:43:14 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:1649.30 total_reward_ma:825.19 loss:-12.06 fps:122.1 +frame:4.60e+05 wall_t:3768 t:28750 epi:nan +opt_step:86064 lr:0.0003 alpha:0.07504 +2026-02-12 19:44:35 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:1648.70 total_reward_ma:842.71 loss:-12.39 fps:122.1 +frame:4.70e+05 wall_t:3849 t:29375 epi:nan +opt_step:87939 lr:0.0003 alpha:0.0772 +2026-02-12 19:45:56 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:1689.40 total_reward_ma:860.35 loss:-14.25 fps:122.1 +frame:4.80e+05 wall_t:3930 t:30000 epi:nan +opt_step:89814 lr:0.0003 alpha:0.08091 +2026-02-12 19:47:17 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:1706.40 total_reward_ma:877.62 loss:-13.7 fps:122.2 +frame:4.90e+05 wall_t:4011 t:30625 epi:nan +opt_step:91689 lr:0.0003 alpha:0.08627 +2026-02-12 19:48:39 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:1675.10 total_reward_ma:893.57 loss:-14.6 fps:122.2 +frame:5.00e+05 wall_t:4092 t:31250 epi:nan +opt_step:93564 lr:0.0003 alpha:0.08867 +2026-02-12 19:50:00 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:1631.20 total_reward_ma:908.03 loss:-16.34 fps:122.2 +frame:5.10e+05 wall_t:4173 t:31875 epi:nan +opt_step:95439 lr:0.0003 alpha:0.09347 +2026-02-12 19:51:20 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:1548.60 total_reward_ma:920.35 loss:-16.3 fps:122.3 +frame:5.20e+05 wall_t:4253 t:32500 epi:nan +opt_step:97314 lr:0.0003 alpha:0.09607 +2026-02-12 19:52:40 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:1535.60 total_reward_ma:931.96 loss:-18.5 fps:122.3 +frame:5.30e+05 wall_t:4334 t:33125 epi:nan +opt_step:99189 lr:0.0003 alpha:0.1005 +2026-02-12 19:54:00 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:1535.80 total_reward_ma:943.14 loss:-18.16 fps:122.4 +frame:5.40e+05 wall_t:4413 t:33750 epi:nan +opt_step:101064 lr:0.0003 alpha:0.1038 +2026-02-12 19:55:19 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:1490.20 total_reward_ma:953.09 loss:-18.48 fps:122.4 +frame:5.50e+05 wall_t:4493 t:34375 epi:nan +opt_step:102939 lr:0.0003 alpha:0.1036 +2026-02-12 19:56:40 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:1448.30 total_reward_ma:961.93 loss:-20.39 fps:122.5 +frame:5.60e+05 wall_t:4573 t:35000 epi:nan +opt_step:104814 lr:0.0003 alpha:0.1063 +2026-02-12 19:58:00 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:1469.00 total_reward_ma:970.83 loss:-19.48 fps:122.5 +frame:5.70e+05 wall_t:4653 t:35625 epi:nan +opt_step:106689 lr:0.0003 alpha:0.1081 +2026-02-12 19:59:21 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:1504.00 total_reward_ma:980.02 loss:-21.75 fps:122.5 +frame:5.80e+05 wall_t:4734 t:36250 epi:nan +opt_step:108564 lr:0.0003 alpha:0.1081 +2026-02-12 20:00:42 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:1488.70 total_reward_ma:988.64 loss:-21.03 fps:122.5 +frame:5.90e+05 wall_t:4816 t:36875 epi:nan +opt_step:110439 lr:0.0003 alpha:0.1095 +2026-02-12 20:02:02 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:1508.90 total_reward_ma:997.31 loss:-21.65 fps:122.5 +frame:6.00e+05 wall_t:4896 t:37500 epi:nan +opt_step:112314 lr:0.0003 alpha:0.1093 +2026-02-12 20:03:23 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:1533.60 total_reward_ma:1006.10 loss:-22.84 fps:122.6 +frame:6.10e+05 wall_t:4977 t:38125 epi:nan +opt_step:114189 lr:0.0003 alpha:0.109 +2026-02-12 20:04:43 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:1512.60 total_reward_ma:1014.27 loss:-23.3 fps:122.6 +frame:6.20e+05 wall_t:5057 t:38750 epi:nan +opt_step:116064 lr:0.0003 alpha:0.1098 +2026-02-12 20:06:04 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:1556.40 total_reward_ma:1022.88 loss:-22.74 fps:122.6 +frame:6.30e+05 wall_t:5137 t:39375 epi:nan +opt_step:117939 lr:0.0003 alpha:0.1121 +2026-02-12 20:07:24 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:1606.40 total_reward_ma:1032.00 loss:-23.47 fps:122.7 +frame:6.40e+05 wall_t:5218 t:40000 epi:nan +opt_step:119814 lr:0.0003 alpha:0.1107 +2026-02-12 20:08:46 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:1627.80 total_reward_ma:1041.16 loss:-23.61 fps:122.7 +frame:6.50e+05 wall_t:5299 t:40625 epi:nan +opt_step:121689 lr:0.0003 alpha:0.1105 +2026-02-12 20:10:07 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:1628.80 total_reward_ma:1050.07 loss:-24.35 fps:122.7 +frame:6.60e+05 wall_t:5380 t:41250 epi:nan +opt_step:123564 lr:0.0003 alpha:0.1097 +2026-02-12 20:11:28 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:1636.10 total_reward_ma:1058.81 loss:-24.61 fps:122.7 +frame:6.70e+05 wall_t:5462 t:41875 epi:nan +opt_step:125439 lr:0.0003 alpha:0.1103 +2026-02-12 20:12:49 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:1637.20 total_reward_ma:1067.32 loss:-26.12 fps:122.7 +frame:6.80e+05 wall_t:5542 t:42500 epi:nan +opt_step:127314 lr:0.0003 alpha:0.1104 +2026-02-12 20:14:10 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:1569.60 total_reward_ma:1074.60 loss:-25.55 fps:122.7 +frame:6.90e+05 wall_t:5624 t:43125 epi:nan +opt_step:129189 lr:0.0003 alpha:0.1124 +2026-02-12 20:15:31 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:1544.30 total_reward_ma:1081.31 loss:-27.59 fps:122.7 +frame:7.00e+05 wall_t:5704 t:43750 epi:nan +opt_step:131064 lr:0.0003 alpha:0.111 +2026-02-12 20:16:52 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:1549.40 total_reward_ma:1087.90 loss:-26.67 fps:122.7 +frame:7.10e+05 wall_t:5786 t:44375 epi:nan +opt_step:132939 lr:0.0003 alpha:0.1126 +2026-02-12 20:18:13 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:1500.70 total_reward_ma:1093.63 loss:-25.91 fps:122.7 +frame:7.20e+05 wall_t:5866 t:45000 epi:nan +opt_step:134814 lr:0.0003 alpha:0.1123 +2026-02-12 20:19:34 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:1466.20 total_reward_ma:1098.74 loss:-27.16 fps:122.8 +frame:7.30e+05 wall_t:5947 t:45625 epi:nan +opt_step:136689 lr:0.0003 alpha:0.1131 +2026-02-12 20:20:54 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:1482.90 total_reward_ma:1103.93 loss:-26.38 fps:122.8 +frame:7.40e+05 wall_t:6028 t:46250 epi:nan +opt_step:138564 lr:0.0003 alpha:0.1145 +2026-02-12 20:22:15 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:1474.60 total_reward_ma:1108.87 loss:-26.21 fps:122.8 +frame:7.50e+05 wall_t:6109 t:46875 epi:nan +opt_step:140439 lr:0.0003 alpha:0.1153 +2026-02-12 20:23:36 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:1483.00 total_reward_ma:1113.79 loss:-26.69 fps:122.8 +frame:7.60e+05 wall_t:6190 t:47500 epi:nan +opt_step:142314 lr:0.0003 alpha:0.1151 +2026-02-12 20:24:57 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:1536.90 total_reward_ma:1119.29 loss:-28.9 fps:122.8 +frame:7.70e+05 wall_t:6271 t:48125 epi:nan +opt_step:144189 lr:0.0003 alpha:0.1145 +2026-02-12 20:26:18 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:1555.30 total_reward_ma:1124.88 loss:-27.53 fps:122.8 +frame:7.80e+05 wall_t:6352 t:48750 epi:nan +opt_step:146064 lr:0.0003 alpha:0.1136 +2026-02-12 20:27:40 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:1569.80 total_reward_ma:1130.51 loss:-27.51 fps:122.8 +frame:7.90e+05 wall_t:6433 t:49375 epi:nan +opt_step:147939 lr:0.0003 alpha:0.1122 +2026-02-12 20:29:01 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:1578.40 total_reward_ma:1136.11 loss:-28.11 fps:122.8 +frame:8.00e+05 wall_t:6515 t:50000 epi:nan +opt_step:149814 lr:0.0003 alpha:0.1107 +2026-02-12 20:30:21 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:1627.80 total_reward_ma:1142.18 loss:-28.71 fps:122.8 +frame:8.10e+05 wall_t:6595 t:50625 epi:nan +opt_step:151689 lr:0.0003 alpha:0.1098 +2026-02-12 20:31:43 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:1681.50 total_reward_ma:1148.76 loss:-27.79 fps:122.8 +frame:8.20e+05 wall_t:6676 t:51250 epi:nan +opt_step:153564 lr:0.0003 alpha:0.109 +2026-02-12 20:33:03 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:1654.30 total_reward_ma:1154.85 loss:-28.99 fps:122.8 +frame:8.30e+05 wall_t:6757 t:51875 epi:nan +opt_step:155439 lr:0.0003 alpha:0.1092 +2026-02-12 20:34:24 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:1697.00 total_reward_ma:1161.30 loss:-29.17 fps:122.9 +frame:8.40e+05 wall_t:6837 t:52500 epi:nan +opt_step:157314 lr:0.0003 alpha:0.1079 +2026-02-12 20:35:44 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:1727.60 total_reward_ma:1167.96 loss:-29.83 fps:122.9 +frame:8.50e+05 wall_t:6917 t:53125 epi:nan +opt_step:159189 lr:0.0003 alpha:0.106 +2026-02-12 20:37:06 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:1741.20 total_reward_ma:1174.63 loss:-29.29 fps:122.9 +frame:8.60e+05 wall_t:6999 t:53750 epi:nan +opt_step:161064 lr:0.0003 alpha:0.1044 +2026-02-12 20:38:27 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:1719.90 total_reward_ma:1180.90 loss:-29.22 fps:122.9 +frame:8.70e+05 wall_t:7080 t:54375 epi:nan +opt_step:162939 lr:0.0003 alpha:0.1038 +2026-02-12 20:39:49 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:1688.80 total_reward_ma:1186.67 loss:-28.96 fps:122.9 +frame:8.80e+05 wall_t:7162 t:55000 epi:nan +opt_step:164814 lr:0.0003 alpha:0.1032 +2026-02-12 20:41:09 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:1661.10 total_reward_ma:1192.00 loss:-28.92 fps:122.9 +frame:8.90e+05 wall_t:7242 t:55625 epi:nan +opt_step:166689 lr:0.0003 alpha:0.1033 +2026-02-12 20:42:29 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:1608.20 total_reward_ma:1196.62 loss:-28.67 fps:122.9 +frame:9.00e+05 wall_t:7323 t:56250 epi:nan +opt_step:168564 lr:0.0003 alpha:0.1027 +2026-02-12 20:43:50 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:1569.30 total_reward_ma:1200.72 loss:-28.45 fps:122.9 +frame:9.10e+05 wall_t:7404 t:56875 epi:nan +opt_step:170439 lr:0.0003 alpha:0.1019 +2026-02-12 20:45:11 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:1567.00 total_reward_ma:1204.70 loss:-28.98 fps:122.9 +frame:9.20e+05 wall_t:7484 t:57500 epi:nan +opt_step:172314 lr:0.0003 alpha:0.1007 +2026-02-12 20:46:31 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:1525.20 total_reward_ma:1208.15 loss:-29.68 fps:122.9 +frame:9.30e+05 wall_t:7565 t:58125 epi:nan +opt_step:174189 lr:0.0003 alpha:0.1007 +2026-02-12 20:47:51 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:1548.20 total_reward_ma:1211.76 loss:-29.68 fps:123 +frame:9.40e+05 wall_t:7644 t:58750 epi:nan +opt_step:176064 lr:0.0003 alpha:0.0985 +2026-02-12 20:49:11 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:1515.30 total_reward_ma:1214.96 loss:-28.77 fps:123 +frame:9.50e+05 wall_t:7725 t:59375 epi:nan +opt_step:177939 lr:0.0003 alpha:0.09989 +2026-02-12 20:50:33 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:1517.50 total_reward_ma:1218.11 loss:-29.49 fps:123 +frame:9.60e+05 wall_t:7806 t:60000 epi:nan +opt_step:179814 lr:0.0003 alpha:0.09982 +2026-02-12 20:51:54 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:1539.10 total_reward_ma:1221.42 loss:-28.28 fps:123 +frame:9.70e+05 wall_t:7888 t:60625 epi:nan +opt_step:181689 lr:0.0003 alpha:0.09811 +2026-02-12 20:53:15 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:1540.80 total_reward_ma:1224.68 loss:-29.75 fps:123 +frame:9.80e+05 wall_t:7969 t:61250 epi:nan +opt_step:183564 lr:0.0003 alpha:0.09743 +2026-02-12 20:54:36 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:1529.90 total_reward_ma:1227.76 loss:-28.52 fps:123 +frame:9.90e+05 wall_t:8050 t:61875 epi:nan +opt_step:185439 lr:0.0003 alpha:0.09712 +2026-02-12 20:55:56 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:1554.40 total_reward_ma:1231.03 loss:-30.6 fps:123 +frame:1.00e+06 wall_t:8130 t:62500 epi:nan +opt_step:187314 lr:0.0003 alpha:0.09673 +2026-02-12 20:57:17 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:1516.10 total_reward_ma:1243.88 loss:-29.63 fps:123 +frame:1.01e+06 wall_t:8211 t:63125 epi:nan +opt_step:189189 lr:0.0003 alpha:0.09586 +2026-02-12 20:58:38 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:1437.10 total_reward_ma:1255.87 loss:-29.85 fps:123 +frame:1.02e+06 wall_t:8291 t:63750 epi:nan +opt_step:191064 lr:0.0003 alpha:0.09611 +2026-02-12 20:59:58 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:1452.50 total_reward_ma:1267.71 loss:-27.53 fps:123 +frame:1.03e+06 wall_t:8372 t:64375 epi:nan +opt_step:192939 lr:0.0003 alpha:0.09399 +2026-02-12 21:01:20 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:1432.20 total_reward_ma:1279.37 loss:-29.49 fps:123 +frame:1.04e+06 wall_t:8454 t:65000 epi:nan +opt_step:194814 lr:0.0003 alpha:0.09459 +2026-02-12 21:02:41 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:1478.30 total_reward_ma:1291.44 loss:-28.18 fps:123 +frame:1.05e+06 wall_t:8535 t:65625 epi:nan +opt_step:196689 lr:0.0003 alpha:0.09485 +2026-02-12 21:04:01 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:1469.30 total_reward_ma:1303.28 loss:-30.1 fps:123.1 +frame:1.06e+06 wall_t:8614 t:66250 epi:nan +opt_step:198564 lr:0.0003 alpha:0.09327 +2026-02-12 21:05:22 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:1496.80 total_reward_ma:1315.30 loss:-29.16 fps:123 +frame:1.07e+06 wall_t:8696 t:66875 epi:nan +opt_step:200439 lr:0.0003 alpha:0.09194 +2026-02-12 21:06:44 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:1492.80 total_reward_ma:1327.19 loss:-28.29 fps:123 +frame:1.08e+06 wall_t:8777 t:67500 epi:nan +opt_step:202314 lr:0.0003 alpha:0.09253 +2026-02-12 21:08:04 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:1480.60 total_reward_ma:1338.65 loss:-27.87 fps:123.1 +frame:1.09e+06 wall_t:8858 t:68125 epi:nan +opt_step:204189 lr:0.0003 alpha:0.09184 +2026-02-12 21:09:25 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:1483.70 total_reward_ma:1349.92 loss:-28.59 fps:123.1 +frame:1.10e+06 wall_t:8938 t:68750 epi:nan +opt_step:206064 lr:0.0003 alpha:0.09068 +2026-02-12 21:10:45 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:1474.10 total_reward_ma:1360.77 loss:-28.24 fps:123.1 +frame:1.11e+06 wall_t:9018 t:69375 epi:nan +opt_step:207939 lr:0.0003 alpha:0.08815 +2026-02-12 21:12:07 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:1481.50 total_reward_ma:1371.06 loss:-27.7 fps:123.1 +frame:1.12e+06 wall_t:9100 t:70000 epi:nan +opt_step:209814 lr:0.0003 alpha:0.08796 +2026-02-12 21:13:27 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:1438.10 total_reward_ma:1380.29 loss:-26.6 fps:123.1 +frame:1.13e+06 wall_t:9181 t:70625 epi:nan +opt_step:211689 lr:0.0003 alpha:0.08657 +2026-02-12 21:14:47 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:1385.20 total_reward_ma:1388.30 loss:-27.56 fps:123.1 +frame:1.14e+06 wall_t:9261 t:71250 epi:nan +opt_step:213564 lr:0.0003 alpha:0.08525 +2026-02-12 21:16:07 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:1362.70 total_reward_ma:1395.59 loss:-26.32 fps:123.1 +frame:1.15e+06 wall_t:9341 t:71875 epi:nan +opt_step:215439 lr:0.0003 alpha:0.08318 +2026-02-12 21:17:29 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:1362.90 total_reward_ma:1402.44 loss:-26.46 fps:123.1 +frame:1.16e+06 wall_t:9422 t:72500 epi:nan +opt_step:217314 lr:0.0003 alpha:0.0832 +2026-02-12 21:18:50 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:1336.10 total_reward_ma:1408.59 loss:-26.09 fps:123.1 +frame:1.17e+06 wall_t:9503 t:73125 epi:nan +opt_step:219189 lr:0.0003 alpha:0.08153 +2026-02-12 21:20:11 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:1308.40 total_reward_ma:1414.18 loss:-26.51 fps:123.1 +frame:1.18e+06 wall_t:9585 t:73750 epi:nan +opt_step:221064 lr:0.0003 alpha:0.08034 +2026-02-12 21:21:32 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:1355.60 total_reward_ma:1419.98 loss:-26.15 fps:123.1 +frame:1.19e+06 wall_t:9666 t:74375 epi:nan +opt_step:222939 lr:0.0003 alpha:0.07956 +2026-02-12 21:22:52 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:1315.40 total_reward_ma:1424.87 loss:-26 fps:123.1 +frame:1.20e+06 wall_t:9746 t:75000 epi:nan +opt_step:224814 lr:0.0003 alpha:0.07899 +2026-02-12 21:24:13 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:1403.00 total_reward_ma:1430.56 loss:-25.75 fps:123.1 +frame:1.21e+06 wall_t:9827 t:75625 epi:nan +opt_step:226689 lr:0.0003 alpha:0.07687 +2026-02-12 21:25:34 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:1396.90 total_reward_ma:1435.95 loss:-26.32 fps:123.1 +frame:1.22e+06 wall_t:9908 t:76250 epi:nan +opt_step:228564 lr:0.0003 alpha:0.07668 +2026-02-12 21:26:55 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:1432.60 total_reward_ma:1441.53 loss:-24.95 fps:123.1 +frame:1.23e+06 wall_t:9988 t:76875 epi:nan +opt_step:230439 lr:0.0003 alpha:0.07409 +2026-02-12 21:28:16 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:1466.30 total_reward_ma:1447.15 loss:-25.39 fps:123.1 +frame:1.24e+06 wall_t:10070 t:77500 epi:nan +opt_step:232314 lr:0.0003 alpha:0.07347 +2026-02-12 21:29:36 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:1488.10 total_reward_ma:1453.13 loss:-24.37 fps:123.2 +frame:1.25e+06 wall_t:10150 t:78125 epi:nan +opt_step:234189 lr:0.0003 alpha:0.07193 +2026-02-12 21:30:57 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:1550.20 total_reward_ma:1460.08 loss:-25.04 fps:123.2 +frame:1.26e+06 wall_t:10230 t:78750 epi:nan +opt_step:236064 lr:0.0003 alpha:0.07192 +2026-02-12 21:32:17 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:1550.50 total_reward_ma:1467.04 loss:-23.77 fps:123.2 +frame:1.27e+06 wall_t:10310 t:79375 epi:nan +opt_step:237939 lr:0.0003 alpha:0.0714 +2026-02-12 21:33:38 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:1602.90 total_reward_ma:1474.31 loss:-23.46 fps:123.2 +frame:1.28e+06 wall_t:10391 t:80000 epi:nan +opt_step:239814 lr:0.0003 alpha:0.07133 +2026-02-12 21:34:59 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:1523.40 total_reward_ma:1480.86 loss:-23.86 fps:123.2 +frame:1.29e+06 wall_t:10473 t:80625 epi:nan +opt_step:241689 lr:0.0003 alpha:0.07164 +2026-02-12 21:36:20 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:1561.00 total_reward_ma:1487.58 loss:-23.94 fps:123.2 +frame:1.30e+06 wall_t:10554 t:81250 epi:nan +opt_step:243564 lr:0.0003 alpha:0.07042 +2026-02-12 21:37:40 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:1524.30 total_reward_ma:1493.82 loss:-24.32 fps:123.2 +frame:1.31e+06 wall_t:10634 t:81875 epi:nan +opt_step:245439 lr:0.0003 alpha:0.07051 +2026-02-12 21:39:00 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:1494.70 total_reward_ma:1499.81 loss:-22.87 fps:123.2 +frame:1.32e+06 wall_t:10713 t:82500 epi:nan +opt_step:247314 lr:0.0003 alpha:0.06853 +2026-02-12 21:40:21 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:1507.00 total_reward_ma:1505.84 loss:-24.83 fps:123.2 +frame:1.33e+06 wall_t:10794 t:83125 epi:nan +opt_step:249189 lr:0.0003 alpha:0.06896 +2026-02-12 21:41:41 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:1493.70 total_reward_ma:1510.97 loss:-23.42 fps:123.2 +frame:1.34e+06 wall_t:10875 t:83750 epi:nan +opt_step:251064 lr:0.0003 alpha:0.06781 +2026-02-12 21:43:03 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:1467.00 total_reward_ma:1515.42 loss:-23.55 fps:123.2 +frame:1.35e+06 wall_t:10956 t:84375 epi:nan +opt_step:252939 lr:0.0003 alpha:0.06762 +2026-02-12 21:44:24 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:1442.10 total_reward_ma:1518.62 loss:-22.9 fps:123.2 +frame:1.36e+06 wall_t:11038 t:85000 epi:nan +opt_step:254814 lr:0.0003 alpha:0.06713 +2026-02-12 21:45:45 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:1420.50 total_reward_ma:1521.04 loss:-23.86 fps:123.2 +frame:1.37e+06 wall_t:11118 t:85625 epi:nan +opt_step:256689 lr:0.0003 alpha:0.06692 +2026-02-12 21:47:05 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:1381.20 total_reward_ma:1522.48 loss:-22.45 fps:123.2 +frame:1.38e+06 wall_t:11199 t:86250 epi:nan +opt_step:258564 lr:0.0003 alpha:0.06775 +2026-02-12 21:48:26 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:1401.40 total_reward_ma:1523.15 loss:-22.36 fps:123.2 +frame:1.39e+06 wall_t:11279 t:86875 epi:nan +opt_step:260439 lr:0.0003 alpha:0.06669 +2026-02-12 21:49:47 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:1404.30 total_reward_ma:1523.21 loss:-22.91 fps:123.2 +frame:1.40e+06 wall_t:11361 t:87500 epi:nan +opt_step:262314 lr:0.0003 alpha:0.06424 +2026-02-12 21:51:09 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:1404.20 total_reward_ma:1523.48 loss:-23.8 fps:123.2 +frame:1.41e+06 wall_t:11443 t:88125 epi:nan +opt_step:264189 lr:0.0003 alpha:0.06443 +2026-02-12 21:52:31 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:1351.70 total_reward_ma:1522.85 loss:-24.1 fps:123.2 +frame:1.42e+06 wall_t:11525 t:88750 epi:nan +opt_step:266064 lr:0.0003 alpha:0.06477 +2026-02-12 21:53:53 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:1352.30 total_reward_ma:1521.44 loss:-24.93 fps:123.2 +frame:1.43e+06 wall_t:11607 t:89375 epi:nan +opt_step:267939 lr:0.0003 alpha:0.06319 +2026-02-12 21:55:15 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:1360.20 total_reward_ma:1519.31 loss:-23.4 fps:123.2 +frame:1.44e+06 wall_t:11688 t:90000 epi:nan +opt_step:269814 lr:0.0003 alpha:0.06172 +2026-02-12 21:56:36 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:1357.60 total_reward_ma:1516.90 loss:-21.62 fps:123.2 +frame:1.45e+06 wall_t:11770 t:90625 epi:nan +opt_step:271689 lr:0.0003 alpha:0.06105 +2026-02-12 21:57:58 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:1360.90 total_reward_ma:1514.01 loss:-23.01 fps:123.2 +frame:1.46e+06 wall_t:11852 t:91250 epi:nan +opt_step:273564 lr:0.0003 alpha:0.06053 +2026-02-12 21:59:20 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:1363.30 total_reward_ma:1511.16 loss:-23.54 fps:123.2 +frame:1.47e+06 wall_t:11933 t:91875 epi:nan +opt_step:275439 lr:0.0003 alpha:0.06123 +2026-02-12 22:00:42 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:1397.70 total_reward_ma:1508.24 loss:-21.8 fps:123.2 +frame:1.48e+06 wall_t:12015 t:92500 epi:nan +opt_step:277314 lr:0.0003 alpha:0.05967 +2026-02-12 22:02:03 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:1417.60 total_reward_ma:1505.35 loss:-20.16 fps:123.2 +frame:1.49e+06 wall_t:12096 t:93125 epi:nan +opt_step:279189 lr:0.0003 alpha:0.05906 +2026-02-12 22:03:23 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:1454.60 total_reward_ma:1503.15 loss:-22.6 fps:123.2 +frame:1.50e+06 wall_t:12177 t:93750 epi:nan +opt_step:281064 lr:0.0003 alpha:0.05899 +2026-02-12 22:04:45 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:1511.60 total_reward_ma:1501.95 loss:-22.17 fps:123.2 +frame:1.51e+06 wall_t:12259 t:94375 epi:nan +opt_step:282939 lr:0.0003 alpha:0.05767 +2026-02-12 22:06:06 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:1502.40 total_reward_ma:1501.49 loss:-21.62 fps:123.2 +frame:1.52e+06 wall_t:12340 t:95000 epi:nan +opt_step:284814 lr:0.0003 alpha:0.05631 +2026-02-12 22:07:28 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:1522.80 total_reward_ma:1501.36 loss:-23.05 fps:123.2 +frame:1.53e+06 wall_t:12421 t:95625 epi:nan +opt_step:286689 lr:0.0003 alpha:0.0559 +2026-02-12 22:08:49 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:1547.80 total_reward_ma:1501.48 loss:-21.36 fps:123.2 +frame:1.54e+06 wall_t:12503 t:96250 epi:nan +opt_step:288564 lr:0.0003 alpha:0.0551 +2026-02-12 22:10:10 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:1562.50 total_reward_ma:1502.21 loss:-21.03 fps:123.2 +frame:1.55e+06 wall_t:12584 t:96875 epi:nan +opt_step:290439 lr:0.0003 alpha:0.05473 +2026-02-12 22:11:30 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:1525.10 total_reward_ma:1502.97 loss:-19.62 fps:123.2 +frame:1.56e+06 wall_t:12664 t:97500 epi:nan +opt_step:292314 lr:0.0003 alpha:0.054 +2026-02-12 22:12:51 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:1498.00 total_reward_ma:1503.26 loss:-21.69 fps:123.2 +frame:1.57e+06 wall_t:12745 t:98125 epi:nan +opt_step:294189 lr:0.0003 alpha:0.05401 +2026-02-12 22:14:12 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:1481.00 total_reward_ma:1503.04 loss:-21.77 fps:123.2 +frame:1.58e+06 wall_t:12826 t:98750 epi:nan +opt_step:296064 lr:0.0003 alpha:0.05411 +2026-02-12 22:15:33 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:1462.50 total_reward_ma:1502.77 loss:-21.23 fps:123.2 +frame:1.59e+06 wall_t:12907 t:99375 epi:nan +opt_step:297939 lr:0.0003 alpha:0.05169 +2026-02-12 22:16:54 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:1506.10 total_reward_ma:1502.74 loss:-20.43 fps:123.2 +frame:1.60e+06 wall_t:12988 t:100000 epi:nan +opt_step:299814 lr:0.0003 alpha:0.05266 +2026-02-12 22:18:15 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:1527.70 total_reward_ma:1502.69 loss:-20.75 fps:123.2 +frame:1.61e+06 wall_t:13069 t:100625 epi:nan +opt_step:301689 lr:0.0003 alpha:0.05193 +2026-02-12 22:19:36 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:1546.90 total_reward_ma:1503.03 loss:-19.36 fps:123.2 +frame:1.62e+06 wall_t:13150 t:101250 epi:nan +opt_step:303564 lr:0.0003 alpha:0.05248 +2026-02-12 22:20:57 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:1562.80 total_reward_ma:1503.09 loss:-20.12 fps:123.2 +frame:1.63e+06 wall_t:13231 t:101875 epi:nan +opt_step:305439 lr:0.0003 alpha:0.05088 +2026-02-12 22:22:18 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:1580.40 total_reward_ma:1502.83 loss:-19.97 fps:123.2 +frame:1.64e+06 wall_t:13311 t:102500 epi:nan +opt_step:307314 lr:0.0003 alpha:0.05089 +2026-02-12 22:23:38 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:1679.20 total_reward_ma:1503.35 loss:-20.97 fps:123.2 +frame:1.65e+06 wall_t:13392 t:103125 epi:nan +opt_step:309189 lr:0.0003 alpha:0.04957 +2026-02-12 22:24:59 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:1685.00 total_reward_ma:1503.91 loss:-19.12 fps:123.2 +frame:1.66e+06 wall_t:13473 t:103750 epi:nan +opt_step:311064 lr:0.0003 alpha:0.04853 +2026-02-12 22:26:20 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:1716.00 total_reward_ma:1504.71 loss:-19.86 fps:123.2 +frame:1.67e+06 wall_t:13554 t:104375 epi:nan +opt_step:312939 lr:0.0003 alpha:0.04852 +2026-02-12 22:27:42 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:1709.30 total_reward_ma:1505.43 loss:-20.76 fps:123.2 +frame:1.68e+06 wall_t:13636 t:105000 epi:nan +opt_step:314814 lr:0.0003 alpha:0.04752 +2026-02-12 22:29:03 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:1712.60 total_reward_ma:1506.86 loss:-18.3 fps:123.2 +frame:1.69e+06 wall_t:13717 t:105625 epi:nan +opt_step:316689 lr:0.0003 alpha:0.04752 +2026-02-12 22:30:24 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:1679.50 total_reward_ma:1508.21 loss:-18.88 fps:123.2 +frame:1.70e+06 wall_t:13797 t:106250 epi:nan +opt_step:318564 lr:0.0003 alpha:0.04555 +2026-02-12 22:31:44 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:1668.80 total_reward_ma:1509.41 loss:-19.27 fps:123.2 +frame:1.71e+06 wall_t:13878 t:106875 epi:nan +opt_step:320439 lr:0.0003 alpha:0.04572 +2026-02-12 22:33:06 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:1677.20 total_reward_ma:1511.17 loss:-19.43 fps:123.2 +frame:1.72e+06 wall_t:13960 t:107500 epi:nan +opt_step:322314 lr:0.0003 alpha:0.04536 +2026-02-12 22:34:27 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:1656.30 total_reward_ma:1513.07 loss:-19.16 fps:123.2 +frame:1.73e+06 wall_t:14041 t:108125 epi:nan +opt_step:324189 lr:0.0003 alpha:0.04514 +2026-02-12 22:35:48 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:1620.30 total_reward_ma:1514.44 loss:-20.21 fps:123.2 +frame:1.74e+06 wall_t:14121 t:108750 epi:nan +opt_step:326064 lr:0.0003 alpha:0.04392 +2026-02-12 22:37:09 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:1663.90 total_reward_ma:1516.34 loss:-19.24 fps:123.2 +frame:1.75e+06 wall_t:14202 t:109375 epi:nan +opt_step:327939 lr:0.0003 alpha:0.04337 +2026-02-12 22:38:29 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:1614.20 total_reward_ma:1517.65 loss:-16.54 fps:123.2 +frame:1.76e+06 wall_t:14283 t:110000 epi:nan +opt_step:329814 lr:0.0003 alpha:0.0425 +2026-02-12 22:39:50 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:1712.90 total_reward_ma:1519.41 loss:-19.16 fps:123.2 +frame:1.77e+06 wall_t:14364 t:110625 epi:nan +opt_step:331689 lr:0.0003 alpha:0.04215 +2026-02-12 22:41:11 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:1714.70 total_reward_ma:1521.00 loss:-17.49 fps:123.2 +frame:1.78e+06 wall_t:14445 t:111250 epi:nan +opt_step:333564 lr:0.0003 alpha:0.04213 +2026-02-12 22:42:32 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:1722.30 total_reward_ma:1522.53 loss:-18.55 fps:123.2 +frame:1.79e+06 wall_t:14526 t:111875 epi:nan +opt_step:335439 lr:0.0003 alpha:0.04223 +2026-02-12 22:43:53 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:1743.10 total_reward_ma:1524.18 loss:-18.37 fps:123.2 +frame:1.80e+06 wall_t:14607 t:112500 epi:nan +opt_step:337314 lr:0.0003 alpha:0.041 +2026-02-12 22:45:14 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:1808.70 total_reward_ma:1525.98 loss:-17.44 fps:123.2 +frame:1.81e+06 wall_t:14688 t:113125 epi:nan +opt_step:339189 lr:0.0003 alpha:0.04138 +2026-02-12 22:46:34 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:1762.90 total_reward_ma:1526.80 loss:-18.75 fps:123.2 +frame:1.82e+06 wall_t:14768 t:113750 epi:nan +opt_step:341064 lr:0.0003 alpha:0.04114 +2026-02-12 22:47:54 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:1782.30 total_reward_ma:1528.08 loss:-18.89 fps:123.2 +frame:1.83e+06 wall_t:14848 t:114375 epi:nan +opt_step:342939 lr:0.0003 alpha:0.04189 +2026-02-12 22:49:15 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:1760.50 total_reward_ma:1528.71 loss:-17.82 fps:123.3 +frame:1.84e+06 wall_t:14929 t:115000 epi:nan +opt_step:344814 lr:0.0003 alpha:0.04175 +2026-02-12 22:50:36 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:1731.90 total_reward_ma:1528.76 loss:-18.76 fps:123.3 +frame:1.85e+06 wall_t:15010 t:115625 epi:nan +opt_step:346689 lr:0.0003 alpha:0.04214 +2026-02-12 22:51:58 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:1703.80 total_reward_ma:1528.38 loss:-17.73 fps:123.3 +frame:1.86e+06 wall_t:15091 t:116250 epi:nan +opt_step:348564 lr:0.0003 alpha:0.04121 +2026-02-12 22:53:19 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:1783.00 total_reward_ma:1529.01 loss:-18.54 fps:123.3 +frame:1.87e+06 wall_t:15172 t:116875 epi:nan +opt_step:350439 lr:0.0003 alpha:0.04127 +2026-02-12 22:54:39 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:1750.30 total_reward_ma:1529.63 loss:-17.9 fps:123.3 +frame:1.88e+06 wall_t:15252 t:117500 epi:nan +opt_step:352314 lr:0.0003 alpha:0.04152 +2026-02-12 22:56:00 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:1637.20 total_reward_ma:1529.39 loss:-18.54 fps:123.3 +frame:1.89e+06 wall_t:15333 t:118125 epi:nan +opt_step:354189 lr:0.0003 alpha:0.04084 +2026-02-12 22:57:21 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:1637.60 total_reward_ma:1529.68 loss:-18.01 fps:123.3 +frame:1.90e+06 wall_t:15415 t:118750 epi:nan +opt_step:356064 lr:0.0003 alpha:0.03959 +2026-02-12 22:58:43 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:1643.30 total_reward_ma:1530.42 loss:-18.04 fps:123.2 +frame:1.91e+06 wall_t:15497 t:119375 epi:nan +opt_step:357939 lr:0.0003 alpha:0.04008 +2026-02-12 23:00:05 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:1646.90 total_reward_ma:1531.22 loss:-17.34 fps:123.3 +frame:1.92e+06 wall_t:15578 t:120000 epi:nan +opt_step:359814 lr:0.0003 alpha:0.03968 +2026-02-12 23:01:24 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:1634.30 total_reward_ma:1532.31 loss:-16.74 fps:123.3 +frame:1.93e+06 wall_t:15658 t:120625 epi:nan +opt_step:361689 lr:0.0003 alpha:0.03918 +2026-02-12 23:02:46 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:1614.20 total_reward_ma:1532.97 loss:-17.11 fps:123.3 +frame:1.94e+06 wall_t:15740 t:121250 epi:nan +opt_step:363564 lr:0.0003 alpha:0.03812 +2026-02-12 23:04:05 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:1595.30 total_reward_ma:1533.77 loss:-15.43 fps:123.3 +frame:1.95e+06 wall_t:15819 t:121875 epi:nan +opt_step:365439 lr:0.0003 alpha:0.03794 +2026-02-12 23:05:27 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:1604.50 total_reward_ma:1534.64 loss:-15.93 fps:123.3 +frame:1.96e+06 wall_t:15901 t:122500 epi:nan +opt_step:367314 lr:0.0003 alpha:0.03756 +2026-02-12 23:06:47 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:1647.40 total_reward_ma:1535.73 loss:-14.94 fps:123.3 +frame:1.97e+06 wall_t:15981 t:123125 epi:nan +opt_step:369189 lr:0.0003 alpha:0.03641 +2026-02-12 23:08:08 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:1637.30 total_reward_ma:1536.69 loss:-16.02 fps:123.3 +frame:1.98e+06 wall_t:16062 t:123750 epi:nan +opt_step:371064 lr:0.0003 alpha:0.03666 +2026-02-12 23:09:31 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:1684.80 total_reward_ma:1538.24 loss:-16.72 fps:123.3 +frame:1.99e+06 wall_t:16144 t:124375 epi:nan +opt_step:372939 lr:0.0003 alpha:0.03683 +2026-02-12 23:10:52 | INFO | PID:1340 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_mspacman_t0_s1 [train] +total_reward:1713.60 total_reward_ma:1539.83 loss:-15.37 fps:123.3 +frame:2.00e+06 wall_t:16226 t:125000 epi:nan +opt_step:374814 lr:0.0003 alpha:0.0363 +2026-02-12 23:10:53 | INFO | PID:1340 | slm_lab.lib.logger:info | Session 1 done diff --git a/data/sac_atari_mspacman_2026_02_12_184018/log/sac_atari_mspacman_t0_s2.log b/data/sac_atari_mspacman_2026_02_12_184018/log/sac_atari_mspacman_t0_s2.log new file mode 100644 index 0000000000000000000000000000000000000000..d51f45bcbcb6e37b00c52d00cae04f7b289761a3 --- /dev/null +++ b/data/sac_atari_mspacman_2026_02_12_184018/log/sac_atari_mspacman_t0_s2.log @@ -0,0 +1,802 @@ +2026-02-12 18:40:23 | INFO | PID:1341 | slm_lab.env:_make_vector_env | AtariVectorEnv: 16 envs, native preprocessing +2026-02-12 18:42:21 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:236.88 total_reward_ma:236.88 loss:-15.92 fps:86.96 +frame:1.00e+04 wall_t:115 t:625 epi:nan +opt_step:1689 lr:0.0003 alpha:0.6314 +2026-02-12 18:43:41 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:247.50 total_reward_ma:242.19 loss:-23.86 fps:102.6 +frame:2.00e+04 wall_t:195 t:1250 epi:nan +opt_step:3564 lr:0.0003 alpha:0.4038 +2026-02-12 18:45:01 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:262.45 total_reward_ma:248.94 loss:-27.39 fps:109.1 +frame:3.00e+04 wall_t:275 t:1875 epi:nan +opt_step:5439 lr:0.0003 alpha:0.2645 +2026-02-12 18:46:24 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:256.44 total_reward_ma:250.82 loss:-29.43 fps:112 +frame:4.00e+04 wall_t:357 t:2500 epi:nan +opt_step:7314 lr:0.0003 alpha:0.1748 +2026-02-12 18:47:45 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:255.38 total_reward_ma:251.73 loss:-29.31 fps:114.2 +frame:5.00e+04 wall_t:438 t:3125 epi:nan +opt_step:9189 lr:0.0003 alpha:0.116 +2026-02-12 18:49:07 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:288.30 total_reward_ma:257.82 loss:-29.54 fps:115.2 +frame:6.00e+04 wall_t:521 t:3750 epi:nan +opt_step:11064 lr:0.0003 alpha:0.07726 +2026-02-12 18:50:28 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:303.40 total_reward_ma:264.34 loss:-28.14 fps:116.3 +frame:7.00e+04 wall_t:602 t:4375 epi:nan +opt_step:12939 lr:0.0003 alpha:0.05177 +2026-02-12 18:51:51 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:308.40 total_reward_ma:269.84 loss:-26.96 fps:117 +frame:8.00e+04 wall_t:684 t:5000 epi:nan +opt_step:14814 lr:0.0003 alpha:0.03508 +2026-02-12 18:53:12 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:354.40 total_reward_ma:279.24 loss:-25.16 fps:117.6 +frame:9.00e+04 wall_t:765 t:5625 epi:nan +opt_step:16689 lr:0.0003 alpha:0.02428 +2026-02-12 18:54:34 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:387.40 total_reward_ma:290.05 loss:-23.84 fps:118.1 +frame:1.00e+05 wall_t:847 t:6250 epi:nan +opt_step:18564 lr:0.0003 alpha:0.01764 +2026-02-12 18:55:55 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:430.10 total_reward_ma:302.79 loss:-22.52 fps:118.5 +frame:1.10e+05 wall_t:928 t:6875 epi:nan +opt_step:20439 lr:0.0003 alpha:0.01361 +2026-02-12 18:57:16 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:471.80 total_reward_ma:316.87 loss:-20.99 fps:118.9 +frame:1.20e+05 wall_t:1009 t:7500 epi:nan +opt_step:22314 lr:0.0003 alpha:0.01161 +2026-02-12 18:58:38 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:518.40 total_reward_ma:332.37 loss:-19.46 fps:119.2 +frame:1.30e+05 wall_t:1091 t:8125 epi:nan +opt_step:24189 lr:0.0003 alpha:0.01147 +2026-02-12 19:00:00 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:581.00 total_reward_ma:350.13 loss:-18.5 fps:119.4 +frame:1.40e+05 wall_t:1173 t:8750 epi:nan +opt_step:26064 lr:0.0003 alpha:0.0128 +2026-02-12 19:01:22 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:619.70 total_reward_ma:368.10 loss:-17.07 fps:119.5 +frame:1.50e+05 wall_t:1255 t:9375 epi:nan +opt_step:27939 lr:0.0003 alpha:0.01291 +2026-02-12 19:02:43 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:677.50 total_reward_ma:387.44 loss:-16.59 fps:119.7 +frame:1.60e+05 wall_t:1337 t:10000 epi:nan +opt_step:29814 lr:0.0003 alpha:0.01377 +2026-02-12 19:04:04 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:725.10 total_reward_ma:407.30 loss:-15.08 fps:119.9 +frame:1.70e+05 wall_t:1418 t:10625 epi:nan +opt_step:31689 lr:0.0003 alpha:0.01411 +2026-02-12 19:05:25 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:760.20 total_reward_ma:426.91 loss:-14.66 fps:120.2 +frame:1.80e+05 wall_t:1498 t:11250 epi:nan +opt_step:33564 lr:0.0003 alpha:0.01436 +2026-02-12 19:06:47 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:789.20 total_reward_ma:445.98 loss:-13.4 fps:120.3 +frame:1.90e+05 wall_t:1580 t:11875 epi:nan +opt_step:35439 lr:0.0003 alpha:0.01463 +2026-02-12 19:08:09 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:787.50 total_reward_ma:463.05 loss:-12.56 fps:120.3 +frame:2.00e+05 wall_t:1662 t:12500 epi:nan +opt_step:37314 lr:0.0003 alpha:0.01607 +2026-02-12 19:09:29 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:782.10 total_reward_ma:478.25 loss:-11.76 fps:120.5 +frame:2.10e+05 wall_t:1743 t:13125 epi:nan +opt_step:39189 lr:0.0003 alpha:0.01597 +2026-02-12 19:10:51 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:802.10 total_reward_ma:492.97 loss:-11.32 fps:120.5 +frame:2.20e+05 wall_t:1825 t:13750 epi:nan +opt_step:41064 lr:0.0003 alpha:0.01796 +2026-02-12 19:12:12 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:856.90 total_reward_ma:508.79 loss:-10.83 fps:120.7 +frame:2.30e+05 wall_t:1905 t:14375 epi:nan +opt_step:42939 lr:0.0003 alpha:0.01876 +2026-02-12 19:13:32 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:835.80 total_reward_ma:522.41 loss:-9.686 fps:120.8 +frame:2.40e+05 wall_t:1986 t:15000 epi:nan +opt_step:44814 lr:0.0003 alpha:0.01976 +2026-02-12 19:14:53 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:824.60 total_reward_ma:534.50 loss:-9.289 fps:120.9 +frame:2.50e+05 wall_t:2067 t:15625 epi:nan +opt_step:46689 lr:0.0003 alpha:0.02149 +2026-02-12 19:16:15 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:831.80 total_reward_ma:545.94 loss:-8.336 fps:121 +frame:2.60e+05 wall_t:2148 t:16250 epi:nan +opt_step:48564 lr:0.0003 alpha:0.02244 +2026-02-12 19:17:36 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:853.00 total_reward_ma:557.31 loss:-7.645 fps:121.1 +frame:2.70e+05 wall_t:2230 t:16875 epi:nan +opt_step:50439 lr:0.0003 alpha:0.0237 +2026-02-12 19:18:57 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:885.60 total_reward_ma:569.03 loss:-6.917 fps:121.2 +frame:2.80e+05 wall_t:2311 t:17500 epi:nan +opt_step:52314 lr:0.0003 alpha:0.02418 +2026-02-12 19:20:19 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:871.20 total_reward_ma:579.45 loss:-6.961 fps:121.2 +frame:2.90e+05 wall_t:2392 t:18125 epi:nan +opt_step:54189 lr:0.0003 alpha:0.02434 +2026-02-12 19:21:39 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:877.50 total_reward_ma:589.39 loss:-6.905 fps:121.3 +frame:3.00e+05 wall_t:2473 t:18750 epi:nan +opt_step:56064 lr:0.0003 alpha:0.02548 +2026-02-12 19:23:00 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:905.00 total_reward_ma:599.57 loss:-6.506 fps:121.4 +frame:3.10e+05 wall_t:2553 t:19375 epi:nan +opt_step:57939 lr:0.0003 alpha:0.02556 +2026-02-12 19:24:21 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:924.70 total_reward_ma:609.73 loss:-6.556 fps:121.5 +frame:3.20e+05 wall_t:2634 t:20000 epi:nan +opt_step:59814 lr:0.0003 alpha:0.02661 +2026-02-12 19:25:42 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:970.10 total_reward_ma:620.65 loss:-5.918 fps:121.5 +frame:3.30e+05 wall_t:2715 t:20625 epi:nan +opt_step:61689 lr:0.0003 alpha:0.02835 +2026-02-12 19:27:02 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:1018.80 total_reward_ma:632.36 loss:-6.921 fps:121.6 +frame:3.40e+05 wall_t:2796 t:21250 epi:nan +opt_step:63564 lr:0.0003 alpha:0.03066 +2026-02-12 19:28:24 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:990.10 total_reward_ma:642.58 loss:-6.271 fps:121.7 +frame:3.50e+05 wall_t:2877 t:21875 epi:nan +opt_step:65439 lr:0.0003 alpha:0.03215 +2026-02-12 19:29:45 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:1031.00 total_reward_ma:653.37 loss:-6.677 fps:121.7 +frame:3.60e+05 wall_t:2958 t:22500 epi:nan +opt_step:67314 lr:0.0003 alpha:0.03533 +2026-02-12 19:31:05 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:1003.20 total_reward_ma:662.83 loss:-6.628 fps:121.8 +frame:3.70e+05 wall_t:3039 t:23125 epi:nan +opt_step:69189 lr:0.0003 alpha:0.03697 +2026-02-12 19:32:27 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:955.00 total_reward_ma:670.51 loss:-7.407 fps:121.8 +frame:3.80e+05 wall_t:3120 t:23750 epi:nan +opt_step:71064 lr:0.0003 alpha:0.03993 +2026-02-12 19:33:48 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:958.40 total_reward_ma:677.90 loss:-7.429 fps:121.8 +frame:3.90e+05 wall_t:3201 t:24375 epi:nan +opt_step:72939 lr:0.0003 alpha:0.04264 +2026-02-12 19:35:10 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:925.40 total_reward_ma:684.08 loss:-8.723 fps:121.8 +frame:4.00e+05 wall_t:3283 t:25000 epi:nan +opt_step:74814 lr:0.0003 alpha:0.04765 +2026-02-12 19:36:32 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:933.90 total_reward_ma:690.18 loss:-9.258 fps:121.8 +frame:4.10e+05 wall_t:3365 t:25625 epi:nan +opt_step:76689 lr:0.0003 alpha:0.05093 +2026-02-12 19:37:54 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:982.50 total_reward_ma:697.14 loss:-9.742 fps:121.8 +frame:4.20e+05 wall_t:3447 t:26250 epi:nan +opt_step:78564 lr:0.0003 alpha:0.05649 +2026-02-12 19:39:15 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:982.40 total_reward_ma:703.77 loss:-10.2 fps:121.9 +frame:4.30e+05 wall_t:3528 t:26875 epi:nan +opt_step:80439 lr:0.0003 alpha:0.0604 +2026-02-12 19:40:36 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:1019.70 total_reward_ma:710.95 loss:-10.87 fps:121.9 +frame:4.40e+05 wall_t:3610 t:27500 epi:nan +opt_step:82314 lr:0.0003 alpha:0.06286 +2026-02-12 19:41:57 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:1053.20 total_reward_ma:718.56 loss:-11.57 fps:121.9 +frame:4.50e+05 wall_t:3691 t:28125 epi:nan +opt_step:84189 lr:0.0003 alpha:0.06849 +2026-02-12 19:43:19 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:1142.80 total_reward_ma:727.78 loss:-12.69 fps:121.9 +frame:4.60e+05 wall_t:3773 t:28750 epi:nan +opt_step:86064 lr:0.0003 alpha:0.07157 +2026-02-12 19:44:41 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:1160.10 total_reward_ma:736.98 loss:-14.35 fps:121.9 +frame:4.70e+05 wall_t:3855 t:29375 epi:nan +opt_step:87939 lr:0.0003 alpha:0.07609 +2026-02-12 19:46:03 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:1173.90 total_reward_ma:746.08 loss:-14.05 fps:122 +frame:4.80e+05 wall_t:3936 t:30000 epi:nan +opt_step:89814 lr:0.0003 alpha:0.07734 +2026-02-12 19:47:25 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:1123.90 total_reward_ma:753.79 loss:-15.43 fps:122 +frame:4.90e+05 wall_t:4018 t:30625 epi:nan +opt_step:91689 lr:0.0003 alpha:0.081 +2026-02-12 19:48:47 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:1116.60 total_reward_ma:761.05 loss:-15.3 fps:122 +frame:5.00e+05 wall_t:4100 t:31250 epi:nan +opt_step:93564 lr:0.0003 alpha:0.08242 +2026-02-12 19:50:07 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:1129.60 total_reward_ma:768.27 loss:-15.56 fps:122 +frame:5.10e+05 wall_t:4180 t:31875 epi:nan +opt_step:95439 lr:0.0003 alpha:0.08456 +2026-02-12 19:51:28 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:1102.10 total_reward_ma:774.69 loss:-15.45 fps:122 +frame:5.20e+05 wall_t:4261 t:32500 epi:nan +opt_step:97314 lr:0.0003 alpha:0.08366 +2026-02-12 19:52:49 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:1063.30 total_reward_ma:780.14 loss:-16.3 fps:122.1 +frame:5.30e+05 wall_t:4342 t:33125 epi:nan +opt_step:99189 lr:0.0003 alpha:0.08535 +2026-02-12 19:54:10 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:1064.70 total_reward_ma:785.41 loss:-14.9 fps:122.1 +frame:5.40e+05 wall_t:4423 t:33750 epi:nan +opt_step:101064 lr:0.0003 alpha:0.08612 +2026-02-12 19:55:31 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:1059.40 total_reward_ma:790.39 loss:-16.5 fps:122.1 +frame:5.50e+05 wall_t:4505 t:34375 epi:nan +opt_step:102939 lr:0.0003 alpha:0.08271 +2026-02-12 19:56:52 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:1086.70 total_reward_ma:795.68 loss:-15.95 fps:122.1 +frame:5.60e+05 wall_t:4585 t:35000 epi:nan +opt_step:104814 lr:0.0003 alpha:0.08358 +2026-02-12 19:58:13 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:1127.90 total_reward_ma:801.51 loss:-16.93 fps:122.1 +frame:5.70e+05 wall_t:4667 t:35625 epi:nan +opt_step:106689 lr:0.0003 alpha:0.08077 +2026-02-12 19:59:34 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:1140.90 total_reward_ma:807.36 loss:-16.91 fps:122.2 +frame:5.80e+05 wall_t:4747 t:36250 epi:nan +opt_step:108564 lr:0.0003 alpha:0.08099 +2026-02-12 20:00:55 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:1119.60 total_reward_ma:812.65 loss:-16.93 fps:122.2 +frame:5.90e+05 wall_t:4828 t:36875 epi:nan +opt_step:110439 lr:0.0003 alpha:0.08012 +2026-02-12 20:02:16 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:1129.00 total_reward_ma:817.93 loss:-17.69 fps:122.2 +frame:6.00e+05 wall_t:4910 t:37500 epi:nan +opt_step:112314 lr:0.0003 alpha:0.07998 +2026-02-12 20:03:37 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:1127.30 total_reward_ma:823.00 loss:-17.56 fps:122.2 +frame:6.10e+05 wall_t:4990 t:38125 epi:nan +opt_step:114189 lr:0.0003 alpha:0.08074 +2026-02-12 20:04:57 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:1144.10 total_reward_ma:828.18 loss:-17.87 fps:122.3 +frame:6.20e+05 wall_t:5071 t:38750 epi:nan +opt_step:116064 lr:0.0003 alpha:0.08144 +2026-02-12 20:06:17 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:1155.10 total_reward_ma:833.37 loss:-18.17 fps:122.3 +frame:6.30e+05 wall_t:5150 t:39375 epi:nan +opt_step:117939 lr:0.0003 alpha:0.0846 +2026-02-12 20:07:38 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:1130.80 total_reward_ma:838.01 loss:-18.23 fps:122.3 +frame:6.40e+05 wall_t:5231 t:40000 epi:nan +opt_step:119814 lr:0.0003 alpha:0.08624 +2026-02-12 20:08:59 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:1138.10 total_reward_ma:842.63 loss:-18.72 fps:122.4 +frame:6.50e+05 wall_t:5312 t:40625 epi:nan +opt_step:121689 lr:0.0003 alpha:0.08793 +2026-02-12 20:10:19 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:1162.20 total_reward_ma:847.47 loss:-19.88 fps:122.4 +frame:6.60e+05 wall_t:5393 t:41250 epi:nan +opt_step:123564 lr:0.0003 alpha:0.09094 +2026-02-12 20:11:41 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:1154.70 total_reward_ma:852.06 loss:-20.54 fps:122.4 +frame:6.70e+05 wall_t:5474 t:41875 epi:nan +opt_step:125439 lr:0.0003 alpha:0.0959 +2026-02-12 20:13:01 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:1154.50 total_reward_ma:856.51 loss:-19.74 fps:122.4 +frame:6.80e+05 wall_t:5554 t:42500 epi:nan +opt_step:127314 lr:0.0003 alpha:0.09897 +2026-02-12 20:14:20 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:1156.80 total_reward_ma:860.86 loss:-21.05 fps:122.5 +frame:6.90e+05 wall_t:5634 t:43125 epi:nan +opt_step:129189 lr:0.0003 alpha:0.1038 +2026-02-12 20:15:41 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:1149.40 total_reward_ma:864.98 loss:-22.96 fps:122.5 +frame:7.00e+05 wall_t:5714 t:43750 epi:nan +opt_step:131064 lr:0.0003 alpha:0.1081 +2026-02-12 20:17:02 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:1149.40 total_reward_ma:868.99 loss:-22.61 fps:122.5 +frame:7.10e+05 wall_t:5796 t:44375 epi:nan +opt_step:132939 lr:0.0003 alpha:0.1097 +2026-02-12 20:18:23 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:1152.90 total_reward_ma:872.93 loss:-23.96 fps:122.5 +frame:7.20e+05 wall_t:5876 t:45000 epi:nan +opt_step:134814 lr:0.0003 alpha:0.113 +2026-02-12 20:19:44 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:1179.60 total_reward_ma:877.13 loss:-25.3 fps:122.5 +frame:7.30e+05 wall_t:5957 t:45625 epi:nan +opt_step:136689 lr:0.0003 alpha:0.1181 +2026-02-12 20:21:06 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:1223.30 total_reward_ma:881.81 loss:-25.94 fps:122.5 +frame:7.40e+05 wall_t:6039 t:46250 epi:nan +opt_step:138564 lr:0.0003 alpha:0.1194 +2026-02-12 20:22:27 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:1248.40 total_reward_ma:886.70 loss:-27.17 fps:122.5 +frame:7.50e+05 wall_t:6121 t:46875 epi:nan +opt_step:140439 lr:0.0003 alpha:0.1187 +2026-02-12 20:23:49 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:1255.50 total_reward_ma:891.55 loss:-26.95 fps:122.5 +frame:7.60e+05 wall_t:6202 t:47500 epi:nan +opt_step:142314 lr:0.0003 alpha:0.1236 +2026-02-12 20:25:10 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:1289.80 total_reward_ma:896.72 loss:-28.54 fps:122.5 +frame:7.70e+05 wall_t:6284 t:48125 epi:nan +opt_step:144189 lr:0.0003 alpha:0.1222 +2026-02-12 20:26:31 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:1320.60 total_reward_ma:902.15 loss:-29.27 fps:122.5 +frame:7.80e+05 wall_t:6365 t:48750 epi:nan +opt_step:146064 lr:0.0003 alpha:0.123 +2026-02-12 20:27:52 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:1343.40 total_reward_ma:907.74 loss:-30.16 fps:122.6 +frame:7.90e+05 wall_t:6445 t:49375 epi:nan +opt_step:147939 lr:0.0003 alpha:0.1235 +2026-02-12 20:29:12 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:1325.30 total_reward_ma:912.96 loss:-29.55 fps:122.6 +frame:8.00e+05 wall_t:6526 t:50000 epi:nan +opt_step:149814 lr:0.0003 alpha:0.1228 +2026-02-12 20:30:33 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:1368.90 total_reward_ma:918.59 loss:-30.53 fps:122.6 +frame:8.10e+05 wall_t:6606 t:50625 epi:nan +opt_step:151689 lr:0.0003 alpha:0.123 +2026-02-12 20:31:53 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:1378.80 total_reward_ma:924.20 loss:-30.16 fps:122.6 +frame:8.20e+05 wall_t:6687 t:51250 epi:nan +opt_step:153564 lr:0.0003 alpha:0.1211 +2026-02-12 20:33:15 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:1330.80 total_reward_ma:929.10 loss:-29.59 fps:122.6 +frame:8.30e+05 wall_t:6768 t:51875 epi:nan +opt_step:155439 lr:0.0003 alpha:0.1204 +2026-02-12 20:34:35 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:1322.10 total_reward_ma:933.78 loss:-31.25 fps:122.6 +frame:8.40e+05 wall_t:6849 t:52500 epi:nan +opt_step:157314 lr:0.0003 alpha:0.1188 +2026-02-12 20:35:56 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:1335.50 total_reward_ma:938.50 loss:-30.47 fps:122.7 +frame:8.50e+05 wall_t:6929 t:53125 epi:nan +opt_step:159189 lr:0.0003 alpha:0.1187 +2026-02-12 20:37:17 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:1340.50 total_reward_ma:943.18 loss:-29.16 fps:122.7 +frame:8.60e+05 wall_t:7011 t:53750 epi:nan +opt_step:161064 lr:0.0003 alpha:0.1178 +2026-02-12 20:38:38 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:1290.10 total_reward_ma:947.17 loss:-30.34 fps:122.7 +frame:8.70e+05 wall_t:7092 t:54375 epi:nan +opt_step:162939 lr:0.0003 alpha:0.1169 +2026-02-12 20:40:00 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:1284.90 total_reward_ma:951.00 loss:-32.42 fps:122.7 +frame:8.80e+05 wall_t:7173 t:55000 epi:nan +opt_step:164814 lr:0.0003 alpha:0.1155 +2026-02-12 20:41:21 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:1261.60 total_reward_ma:954.49 loss:-30.31 fps:122.7 +frame:8.90e+05 wall_t:7254 t:55625 epi:nan +opt_step:166689 lr:0.0003 alpha:0.1143 +2026-02-12 20:42:41 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:1213.20 total_reward_ma:957.37 loss:-29.84 fps:122.7 +frame:9.00e+05 wall_t:7335 t:56250 epi:nan +opt_step:168564 lr:0.0003 alpha:0.1131 +2026-02-12 20:44:03 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:1193.50 total_reward_ma:959.96 loss:-30.31 fps:122.7 +frame:9.10e+05 wall_t:7416 t:56875 epi:nan +opt_step:170439 lr:0.0003 alpha:0.1122 +2026-02-12 20:45:24 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:1174.30 total_reward_ma:962.29 loss:-30.29 fps:122.7 +frame:9.20e+05 wall_t:7497 t:57500 epi:nan +opt_step:172314 lr:0.0003 alpha:0.1107 +2026-02-12 20:46:46 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:1146.30 total_reward_ma:964.27 loss:-30.39 fps:122.7 +frame:9.30e+05 wall_t:7579 t:58125 epi:nan +opt_step:174189 lr:0.0003 alpha:0.1119 +2026-02-12 20:48:06 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:1133.30 total_reward_ma:966.07 loss:-29.9 fps:122.7 +frame:9.40e+05 wall_t:7660 t:58750 epi:nan +opt_step:176064 lr:0.0003 alpha:0.1098 +2026-02-12 20:49:28 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:1125.00 total_reward_ma:967.74 loss:-30.57 fps:122.7 +frame:9.50e+05 wall_t:7741 t:59375 epi:nan +opt_step:177939 lr:0.0003 alpha:0.1078 +2026-02-12 20:50:49 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:1116.80 total_reward_ma:969.30 loss:-31.98 fps:122.7 +frame:9.60e+05 wall_t:7822 t:60000 epi:nan +opt_step:179814 lr:0.0003 alpha:0.1073 +2026-02-12 20:52:09 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:1078.80 total_reward_ma:970.42 loss:-30.59 fps:122.7 +frame:9.70e+05 wall_t:7903 t:60625 epi:nan +opt_step:181689 lr:0.0003 alpha:0.1055 +2026-02-12 20:53:31 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:1120.40 total_reward_ma:971.95 loss:-30.21 fps:122.7 +frame:9.80e+05 wall_t:7985 t:61250 epi:nan +opt_step:183564 lr:0.0003 alpha:0.1055 +2026-02-12 20:54:53 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:1132.00 total_reward_ma:973.57 loss:-30.66 fps:122.7 +frame:9.90e+05 wall_t:8066 t:61875 epi:nan +opt_step:185439 lr:0.0003 alpha:0.1044 +2026-02-12 20:56:14 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:1127.00 total_reward_ma:975.11 loss:-29.25 fps:122.7 +frame:1.00e+06 wall_t:8147 t:62500 epi:nan +opt_step:187314 lr:0.0003 alpha:0.1032 +2026-02-12 20:57:34 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:1144.10 total_reward_ma:984.18 loss:-30.52 fps:122.8 +frame:1.01e+06 wall_t:8228 t:63125 epi:nan +opt_step:189189 lr:0.0003 alpha:0.1029 +2026-02-12 20:58:56 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:1154.40 total_reward_ma:993.25 loss:-29.39 fps:122.8 +frame:1.02e+06 wall_t:8309 t:63750 epi:nan +opt_step:191064 lr:0.0003 alpha:0.1007 +2026-02-12 21:00:16 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:1164.40 total_reward_ma:1002.27 loss:-29.52 fps:122.8 +frame:1.03e+06 wall_t:8390 t:64375 epi:nan +opt_step:192939 lr:0.0003 alpha:0.09878 +2026-02-12 21:01:38 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:1164.50 total_reward_ma:1011.35 loss:-29.95 fps:122.8 +frame:1.04e+06 wall_t:8471 t:65000 epi:nan +opt_step:194814 lr:0.0003 alpha:0.09821 +2026-02-12 21:02:58 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:1157.80 total_reward_ma:1020.37 loss:-28.49 fps:122.8 +frame:1.05e+06 wall_t:8552 t:65625 epi:nan +opt_step:196689 lr:0.0003 alpha:0.09564 +2026-02-12 21:04:20 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:1188.00 total_reward_ma:1029.37 loss:-29.05 fps:122.8 +frame:1.06e+06 wall_t:8633 t:66250 epi:nan +opt_step:198564 lr:0.0003 alpha:0.09433 +2026-02-12 21:05:41 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:1170.10 total_reward_ma:1038.03 loss:-28.76 fps:122.8 +frame:1.07e+06 wall_t:8714 t:66875 epi:nan +opt_step:200439 lr:0.0003 alpha:0.09199 +2026-02-12 21:07:02 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:1166.90 total_reward_ma:1046.62 loss:-28.45 fps:122.8 +frame:1.08e+06 wall_t:8795 t:67500 epi:nan +opt_step:202314 lr:0.0003 alpha:0.09148 +2026-02-12 21:08:23 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:1152.80 total_reward_ma:1054.60 loss:-27.75 fps:122.8 +frame:1.09e+06 wall_t:8877 t:68125 epi:nan +opt_step:204189 lr:0.0003 alpha:0.08928 +2026-02-12 21:09:45 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:1142.30 total_reward_ma:1062.15 loss:-26.87 fps:122.8 +frame:1.10e+06 wall_t:8958 t:68750 epi:nan +opt_step:206064 lr:0.0003 alpha:0.08884 +2026-02-12 21:11:07 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:1123.30 total_reward_ma:1069.08 loss:-27.25 fps:122.8 +frame:1.11e+06 wall_t:9040 t:69375 epi:nan +opt_step:207939 lr:0.0003 alpha:0.08626 +2026-02-12 21:12:28 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:1137.10 total_reward_ma:1075.74 loss:-27.63 fps:122.8 +frame:1.12e+06 wall_t:9121 t:70000 epi:nan +opt_step:209814 lr:0.0003 alpha:0.08557 +2026-02-12 21:13:49 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:1130.50 total_reward_ma:1081.86 loss:-25.49 fps:122.8 +frame:1.13e+06 wall_t:9202 t:70625 epi:nan +opt_step:211689 lr:0.0003 alpha:0.08479 +2026-02-12 21:15:11 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:1070.30 total_reward_ma:1086.75 loss:-26.89 fps:122.8 +frame:1.14e+06 wall_t:9284 t:71250 epi:nan +opt_step:213564 lr:0.0003 alpha:0.08382 +2026-02-12 21:16:32 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:1041.70 total_reward_ma:1090.97 loss:-26.91 fps:122.8 +frame:1.15e+06 wall_t:9366 t:71875 epi:nan +opt_step:215439 lr:0.0003 alpha:0.08114 +2026-02-12 21:17:53 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:1005.40 total_reward_ma:1094.25 loss:-25.21 fps:122.8 +frame:1.16e+06 wall_t:9447 t:72500 epi:nan +opt_step:217314 lr:0.0003 alpha:0.08097 +2026-02-12 21:19:14 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:987.90 total_reward_ma:1096.88 loss:-25.56 fps:122.8 +frame:1.17e+06 wall_t:9527 t:73125 epi:nan +opt_step:219189 lr:0.0003 alpha:0.08 +2026-02-12 21:20:35 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:980.30 total_reward_ma:1099.08 loss:-25.03 fps:122.8 +frame:1.18e+06 wall_t:9608 t:73750 epi:nan +opt_step:221064 lr:0.0003 alpha:0.0789 +2026-02-12 21:21:56 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:983.80 total_reward_ma:1101.03 loss:-25.19 fps:122.8 +frame:1.19e+06 wall_t:9689 t:74375 epi:nan +opt_step:222939 lr:0.0003 alpha:0.07707 +2026-02-12 21:23:16 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:944.60 total_reward_ma:1102.60 loss:-25.18 fps:122.8 +frame:1.20e+06 wall_t:9770 t:75000 epi:nan +opt_step:224814 lr:0.0003 alpha:0.07829 +2026-02-12 21:24:37 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:986.90 total_reward_ma:1104.64 loss:-24.89 fps:122.8 +frame:1.21e+06 wall_t:9850 t:75625 epi:nan +opt_step:226689 lr:0.0003 alpha:0.07845 +2026-02-12 21:25:57 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:1009.80 total_reward_ma:1106.72 loss:-24.99 fps:122.9 +frame:1.22e+06 wall_t:9930 t:76250 epi:nan +opt_step:228564 lr:0.0003 alpha:0.07554 +2026-02-12 21:27:17 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:1086.40 total_reward_ma:1109.02 loss:-24.51 fps:122.9 +frame:1.23e+06 wall_t:10011 t:76875 epi:nan +opt_step:230439 lr:0.0003 alpha:0.07545 +2026-02-12 21:28:38 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:1108.10 total_reward_ma:1111.74 loss:-23.41 fps:122.9 +frame:1.24e+06 wall_t:10091 t:77500 epi:nan +opt_step:232314 lr:0.0003 alpha:0.07645 +2026-02-12 21:29:58 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:1206.40 total_reward_ma:1115.56 loss:-25.35 fps:122.9 +frame:1.25e+06 wall_t:10171 t:78125 epi:nan +opt_step:234189 lr:0.0003 alpha:0.07542 +2026-02-12 21:31:20 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:1214.30 total_reward_ma:1119.38 loss:-23.77 fps:122.9 +frame:1.26e+06 wall_t:10253 t:78750 epi:nan +opt_step:236064 lr:0.0003 alpha:0.0765 +2026-02-12 21:32:40 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:1230.40 total_reward_ma:1123.16 loss:-24.46 fps:122.9 +frame:1.27e+06 wall_t:10333 t:79375 epi:nan +opt_step:237939 lr:0.0003 alpha:0.07553 +2026-02-12 21:34:01 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:1278.80 total_reward_ma:1127.09 loss:-23.84 fps:122.9 +frame:1.28e+06 wall_t:10414 t:80000 epi:nan +opt_step:239814 lr:0.0003 alpha:0.0752 +2026-02-12 21:35:22 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:1270.00 total_reward_ma:1131.08 loss:-24.81 fps:122.9 +frame:1.29e+06 wall_t:10495 t:80625 epi:nan +opt_step:241689 lr:0.0003 alpha:0.0756 +2026-02-12 21:36:43 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:1275.80 total_reward_ma:1135.06 loss:-23.67 fps:122.9 +frame:1.30e+06 wall_t:10577 t:81250 epi:nan +opt_step:243564 lr:0.0003 alpha:0.07477 +2026-02-12 21:38:06 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:1224.10 total_reward_ma:1138.25 loss:-23.58 fps:122.9 +frame:1.31e+06 wall_t:10659 t:81875 epi:nan +opt_step:245439 lr:0.0003 alpha:0.07406 +2026-02-12 21:39:26 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:1235.10 total_reward_ma:1141.35 loss:-23.48 fps:122.9 +frame:1.32e+06 wall_t:10739 t:82500 epi:nan +opt_step:247314 lr:0.0003 alpha:0.07345 +2026-02-12 21:40:48 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:1203.30 total_reward_ma:1143.69 loss:-24.24 fps:122.9 +frame:1.33e+06 wall_t:10821 t:83125 epi:nan +opt_step:249189 lr:0.0003 alpha:0.07126 +2026-02-12 21:42:09 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:1183.40 total_reward_ma:1145.33 loss:-23.28 fps:122.9 +frame:1.34e+06 wall_t:10902 t:83750 epi:nan +opt_step:251064 lr:0.0003 alpha:0.07023 +2026-02-12 21:43:30 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:1209.70 total_reward_ma:1147.53 loss:-22.85 fps:122.9 +frame:1.35e+06 wall_t:10984 t:84375 epi:nan +opt_step:252939 lr:0.0003 alpha:0.06797 +2026-02-12 21:44:52 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:1182.30 total_reward_ma:1149.04 loss:-23.42 fps:122.9 +frame:1.36e+06 wall_t:11065 t:85000 epi:nan +opt_step:254814 lr:0.0003 alpha:0.06716 +2026-02-12 21:46:13 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:1203.20 total_reward_ma:1151.04 loss:-23.48 fps:122.9 +frame:1.37e+06 wall_t:11146 t:85625 epi:nan +opt_step:256689 lr:0.0003 alpha:0.06459 +2026-02-12 21:47:34 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:1211.40 total_reward_ma:1153.61 loss:-22.48 fps:122.9 +frame:1.38e+06 wall_t:11227 t:86250 epi:nan +opt_step:258564 lr:0.0003 alpha:0.06431 +2026-02-12 21:48:55 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:1250.30 total_reward_ma:1156.52 loss:-23 fps:122.9 +frame:1.39e+06 wall_t:11308 t:86875 epi:nan +opt_step:260439 lr:0.0003 alpha:0.06337 +2026-02-12 21:50:15 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:1241.30 total_reward_ma:1159.68 loss:-22.13 fps:122.9 +frame:1.40e+06 wall_t:11389 t:87500 epi:nan +opt_step:262314 lr:0.0003 alpha:0.06169 +2026-02-12 21:51:36 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:1255.00 total_reward_ma:1162.89 loss:-21.47 fps:122.9 +frame:1.41e+06 wall_t:11469 t:88125 epi:nan +opt_step:264189 lr:0.0003 alpha:0.06018 +2026-02-12 21:52:56 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:1260.90 total_reward_ma:1165.68 loss:-21.69 fps:122.9 +frame:1.42e+06 wall_t:11550 t:88750 epi:nan +opt_step:266064 lr:0.0003 alpha:0.05903 +2026-02-12 21:54:17 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:1221.30 total_reward_ma:1168.07 loss:-21.28 fps:123 +frame:1.43e+06 wall_t:11630 t:89375 epi:nan +opt_step:267939 lr:0.0003 alpha:0.05891 +2026-02-12 21:55:38 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:1224.40 total_reward_ma:1170.11 loss:-21.31 fps:123 +frame:1.44e+06 wall_t:11711 t:90000 epi:nan +opt_step:269814 lr:0.0003 alpha:0.05749 +2026-02-12 21:56:59 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:1215.10 total_reward_ma:1171.73 loss:-22.01 fps:123 +frame:1.45e+06 wall_t:11792 t:90625 epi:nan +opt_step:271689 lr:0.0003 alpha:0.05836 +2026-02-12 21:58:20 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:1211.70 total_reward_ma:1172.42 loss:-21.42 fps:123 +frame:1.46e+06 wall_t:11873 t:91250 epi:nan +opt_step:273564 lr:0.0003 alpha:0.05689 +2026-02-12 21:59:41 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:1215.30 total_reward_ma:1172.97 loss:-21.12 fps:123 +frame:1.47e+06 wall_t:11954 t:91875 epi:nan +opt_step:275439 lr:0.0003 alpha:0.05551 +2026-02-12 22:01:02 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:1227.30 total_reward_ma:1173.51 loss:-21.49 fps:123 +frame:1.48e+06 wall_t:12035 t:92500 epi:nan +opt_step:277314 lr:0.0003 alpha:0.05504 +2026-02-12 22:02:23 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:1214.20 total_reward_ma:1174.41 loss:-20.79 fps:123 +frame:1.49e+06 wall_t:12116 t:93125 epi:nan +opt_step:279189 lr:0.0003 alpha:0.05461 +2026-02-12 22:03:43 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:1244.40 total_reward_ma:1175.69 loss:-20.7 fps:123 +frame:1.50e+06 wall_t:12197 t:93750 epi:nan +opt_step:281064 lr:0.0003 alpha:0.0531 +2026-02-12 22:05:05 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:1250.80 total_reward_ma:1176.90 loss:-21.71 fps:123 +frame:1.51e+06 wall_t:12278 t:94375 epi:nan +opt_step:282939 lr:0.0003 alpha:0.05215 +2026-02-12 22:06:26 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:1259.70 total_reward_ma:1178.48 loss:-19.75 fps:123 +frame:1.52e+06 wall_t:12359 t:95000 epi:nan +opt_step:284814 lr:0.0003 alpha:0.05133 +2026-02-12 22:07:47 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:1208.50 total_reward_ma:1179.93 loss:-19.43 fps:123 +frame:1.53e+06 wall_t:12440 t:95625 epi:nan +opt_step:286689 lr:0.0003 alpha:0.0514 +2026-02-12 22:09:08 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:1201.40 total_reward_ma:1181.30 loss:-20.65 fps:123 +frame:1.54e+06 wall_t:12521 t:96250 epi:nan +opt_step:288564 lr:0.0003 alpha:0.05163 +2026-02-12 22:10:28 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:1199.60 total_reward_ma:1182.70 loss:-18.9 fps:123 +frame:1.55e+06 wall_t:12601 t:96875 epi:nan +opt_step:290439 lr:0.0003 alpha:0.0516 +2026-02-12 22:11:48 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:1194.70 total_reward_ma:1183.78 loss:-20.72 fps:123 +frame:1.56e+06 wall_t:12681 t:97500 epi:nan +opt_step:292314 lr:0.0003 alpha:0.05154 +2026-02-12 22:13:10 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:1189.10 total_reward_ma:1184.39 loss:-18.85 fps:123 +frame:1.57e+06 wall_t:12763 t:98125 epi:nan +opt_step:294189 lr:0.0003 alpha:0.05139 +2026-02-12 22:14:32 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:1164.70 total_reward_ma:1184.63 loss:-19.63 fps:123 +frame:1.58e+06 wall_t:12845 t:98750 epi:nan +opt_step:296064 lr:0.0003 alpha:0.05178 +2026-02-12 22:15:52 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:1167.20 total_reward_ma:1185.11 loss:-18.35 fps:123 +frame:1.59e+06 wall_t:12926 t:99375 epi:nan +opt_step:297939 lr:0.0003 alpha:0.05156 +2026-02-12 22:17:13 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:1193.90 total_reward_ma:1185.75 loss:-19.48 fps:123 +frame:1.60e+06 wall_t:13007 t:100000 epi:nan +opt_step:299814 lr:0.0003 alpha:0.05206 +2026-02-12 22:18:34 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:1230.80 total_reward_ma:1186.79 loss:-19.92 fps:123 +frame:1.61e+06 wall_t:13087 t:100625 epi:nan +opt_step:301689 lr:0.0003 alpha:0.05132 +2026-02-12 22:19:55 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:1216.10 total_reward_ma:1187.51 loss:-18.74 fps:123 +frame:1.62e+06 wall_t:13168 t:101250 epi:nan +opt_step:303564 lr:0.0003 alpha:0.0513 +2026-02-12 22:21:16 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:1244.30 total_reward_ma:1188.40 loss:-20.3 fps:123 +frame:1.63e+06 wall_t:13249 t:101875 epi:nan +opt_step:305439 lr:0.0003 alpha:0.0514 +2026-02-12 22:22:37 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:1297.50 total_reward_ma:1190.07 loss:-18.64 fps:123 +frame:1.64e+06 wall_t:13330 t:102500 epi:nan +opt_step:307314 lr:0.0003 alpha:0.05037 +2026-02-12 22:23:57 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:1296.50 total_reward_ma:1191.65 loss:-18.89 fps:123 +frame:1.65e+06 wall_t:13411 t:103125 epi:nan +opt_step:309189 lr:0.0003 alpha:0.05083 +2026-02-12 22:25:18 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:1285.70 total_reward_ma:1192.89 loss:-19.24 fps:123 +frame:1.66e+06 wall_t:13491 t:103750 epi:nan +opt_step:311064 lr:0.0003 alpha:0.05032 +2026-02-12 22:26:39 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:1293.40 total_reward_ma:1194.27 loss:-19.55 fps:123 +frame:1.67e+06 wall_t:13572 t:104375 epi:nan +opt_step:312939 lr:0.0003 alpha:0.04915 +2026-02-12 22:28:00 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:1282.10 total_reward_ma:1195.55 loss:-19.89 fps:123 +frame:1.68e+06 wall_t:13653 t:105000 epi:nan +opt_step:314814 lr:0.0003 alpha:0.0493 +2026-02-12 22:29:20 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:1272.60 total_reward_ma:1196.71 loss:-19.12 fps:123.1 +frame:1.69e+06 wall_t:13734 t:105625 epi:nan +opt_step:316689 lr:0.0003 alpha:0.04862 +2026-02-12 22:30:41 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:1306.10 total_reward_ma:1198.28 loss:-18.76 fps:123.1 +frame:1.70e+06 wall_t:13815 t:106250 epi:nan +opt_step:318564 lr:0.0003 alpha:0.04972 +2026-02-12 22:32:02 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:1315.30 total_reward_ma:1199.93 loss:-20.46 fps:123.1 +frame:1.71e+06 wall_t:13896 t:106875 epi:nan +opt_step:320439 lr:0.0003 alpha:0.04776 +2026-02-12 22:33:24 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:1282.60 total_reward_ma:1201.23 loss:-19.05 fps:123.1 +frame:1.72e+06 wall_t:13978 t:107500 epi:nan +opt_step:322314 lr:0.0003 alpha:0.04768 +2026-02-12 22:34:47 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:1355.40 total_reward_ma:1202.99 loss:-17.68 fps:123 +frame:1.73e+06 wall_t:14060 t:108125 epi:nan +opt_step:324189 lr:0.0003 alpha:0.04638 +2026-02-12 22:36:09 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:1384.80 total_reward_ma:1204.60 loss:-21.27 fps:123 +frame:1.74e+06 wall_t:14142 t:108750 epi:nan +opt_step:326064 lr:0.0003 alpha:0.04653 +2026-02-12 22:37:29 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:1428.90 total_reward_ma:1206.41 loss:-19.06 fps:123 +frame:1.75e+06 wall_t:14223 t:109375 epi:nan +opt_step:327939 lr:0.0003 alpha:0.04535 +2026-02-12 22:38:50 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:1475.20 total_reward_ma:1208.61 loss:-18.97 fps:123.1 +frame:1.76e+06 wall_t:14303 t:110000 epi:nan +opt_step:329814 lr:0.0003 alpha:0.04394 +2026-02-12 22:40:11 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:1505.90 total_reward_ma:1210.77 loss:-17.67 fps:123 +frame:1.77e+06 wall_t:14385 t:110625 epi:nan +opt_step:331689 lr:0.0003 alpha:0.04372 +2026-02-12 22:41:33 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:1534.60 total_reward_ma:1212.91 loss:-18.33 fps:123 +frame:1.78e+06 wall_t:14466 t:111250 epi:nan +opt_step:333564 lr:0.0003 alpha:0.04322 +2026-02-12 22:42:55 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:1543.70 total_reward_ma:1214.91 loss:-18.67 fps:123 +frame:1.79e+06 wall_t:14548 t:111875 epi:nan +opt_step:335439 lr:0.0003 alpha:0.0425 +2026-02-12 22:44:16 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:1636.50 total_reward_ma:1218.02 loss:-18.53 fps:123 +frame:1.80e+06 wall_t:14630 t:112500 epi:nan +opt_step:337314 lr:0.0003 alpha:0.04147 +2026-02-12 22:45:37 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:1647.20 total_reward_ma:1220.81 loss:-17.26 fps:123 +frame:1.81e+06 wall_t:14710 t:113125 epi:nan +opt_step:339189 lr:0.0003 alpha:0.04107 +2026-02-12 22:46:59 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:1673.30 total_reward_ma:1223.75 loss:-17.49 fps:123 +frame:1.82e+06 wall_t:14792 t:113750 epi:nan +opt_step:341064 lr:0.0003 alpha:0.04003 +2026-02-12 22:48:19 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:1640.60 total_reward_ma:1226.85 loss:-18.93 fps:123 +frame:1.83e+06 wall_t:14873 t:114375 epi:nan +opt_step:342939 lr:0.0003 alpha:0.0395 +2026-02-12 22:49:41 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:1621.00 total_reward_ma:1229.84 loss:-16.26 fps:123 +frame:1.84e+06 wall_t:14954 t:115000 epi:nan +opt_step:344814 lr:0.0003 alpha:0.03838 +2026-02-12 22:51:01 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:1619.00 total_reward_ma:1232.67 loss:-17.37 fps:123 +frame:1.85e+06 wall_t:15035 t:115625 epi:nan +opt_step:346689 lr:0.0003 alpha:0.03785 +2026-02-12 22:52:22 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:1620.80 total_reward_ma:1235.47 loss:-17.13 fps:123 +frame:1.86e+06 wall_t:15116 t:116250 epi:nan +opt_step:348564 lr:0.0003 alpha:0.03812 +2026-02-12 22:53:44 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:1580.90 total_reward_ma:1238.38 loss:-16.67 fps:123 +frame:1.87e+06 wall_t:15198 t:116875 epi:nan +opt_step:350439 lr:0.0003 alpha:0.03736 +2026-02-12 22:55:05 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:1537.40 total_reward_ma:1240.91 loss:-16.68 fps:123 +frame:1.88e+06 wall_t:15279 t:117500 epi:nan +opt_step:352314 lr:0.0003 alpha:0.03772 +2026-02-12 22:56:25 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:1515.50 total_reward_ma:1243.45 loss:-17.41 fps:123.1 +frame:1.89e+06 wall_t:15358 t:118125 epi:nan +opt_step:354189 lr:0.0003 alpha:0.03695 +2026-02-12 22:57:46 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:1524.80 total_reward_ma:1246.56 loss:-15.73 fps:123.1 +frame:1.90e+06 wall_t:15440 t:118750 epi:nan +opt_step:356064 lr:0.0003 alpha:0.03603 +2026-02-12 22:59:07 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:1600.90 total_reward_ma:1250.64 loss:-17.02 fps:123.1 +frame:1.91e+06 wall_t:15520 t:119375 epi:nan +opt_step:357939 lr:0.0003 alpha:0.03651 +2026-02-12 23:00:28 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:1660.30 total_reward_ma:1255.50 loss:-16.08 fps:123.1 +frame:1.92e+06 wall_t:15601 t:120000 epi:nan +opt_step:359814 lr:0.0003 alpha:0.03667 +2026-02-12 23:01:48 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:1690.90 total_reward_ma:1260.94 loss:-15.92 fps:123.1 +frame:1.93e+06 wall_t:15681 t:120625 epi:nan +opt_step:361689 lr:0.0003 alpha:0.03549 +2026-02-12 23:03:09 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:1670.30 total_reward_ma:1266.31 loss:-15.18 fps:123.1 +frame:1.94e+06 wall_t:15763 t:121250 epi:nan +opt_step:363564 lr:0.0003 alpha:0.03542 +2026-02-12 23:04:30 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:1749.70 total_reward_ma:1272.56 loss:-15.72 fps:123.1 +frame:1.95e+06 wall_t:15843 t:121875 epi:nan +opt_step:365439 lr:0.0003 alpha:0.03527 +2026-02-12 23:05:50 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:1761.60 total_reward_ma:1279.01 loss:-16.23 fps:123.1 +frame:1.96e+06 wall_t:15924 t:122500 epi:nan +opt_step:367314 lr:0.0003 alpha:0.03514 +2026-02-12 23:07:12 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:1794.40 total_reward_ma:1286.16 loss:-15.63 fps:123.1 +frame:1.97e+06 wall_t:16005 t:123125 epi:nan +opt_step:369189 lr:0.0003 alpha:0.0342 +2026-02-12 23:08:34 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:1768.60 total_reward_ma:1292.65 loss:-14.98 fps:123.1 +frame:1.98e+06 wall_t:16087 t:123750 epi:nan +opt_step:371064 lr:0.0003 alpha:0.03493 +2026-02-12 23:09:56 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:1771.90 total_reward_ma:1299.05 loss:-15.26 fps:123.1 +frame:1.99e+06 wall_t:16169 t:124375 epi:nan +opt_step:372939 lr:0.0003 alpha:0.03416 +2026-02-12 23:11:11 | INFO | PID:1341 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_mspacman_t0_s2 [train] +total_reward:1747.80 total_reward_ma:1305.25 loss:-16.28 fps:123.1 +frame:2.00e+06 wall_t:16244 t:125000 epi:nan +opt_step:374814 lr:0.0003 alpha:0.03373 +2026-02-12 23:11:12 | INFO | PID:1341 | slm_lab.lib.logger:info | Session 2 done diff --git a/data/sac_atari_mspacman_2026_02_12_184018/log/sac_atari_mspacman_t0_s3.log b/data/sac_atari_mspacman_2026_02_12_184018/log/sac_atari_mspacman_t0_s3.log new file mode 100644 index 0000000000000000000000000000000000000000..0a2e6fc834c8e7c52a9f21d47c4a4ce0797e029c --- /dev/null +++ b/data/sac_atari_mspacman_2026_02_12_184018/log/sac_atari_mspacman_t0_s3.log @@ -0,0 +1,802 @@ +2026-02-12 18:40:23 | INFO | PID:1342 | slm_lab.env:_make_vector_env | AtariVectorEnv: 16 envs, native preprocessing +2026-02-12 18:42:18 | INFO | PID:1342 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:292.50 total_reward_ma:292.50 loss:-16 fps:90.09 +frame:1.00e+04 wall_t:111 t:625 epi:nan +opt_step:1689 lr:0.0003 alpha:0.6311 +2026-02-12 18:43:38 | INFO | PID:1342 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:267.58 total_reward_ma:280.04 loss:-23.41 fps:104.2 +frame:2.00e+04 wall_t:192 t:1250 epi:nan +opt_step:3564 lr:0.0003 alpha:0.4037 +2026-02-12 18:44:59 | INFO | PID:1342 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:257.17 total_reward_ma:272.42 loss:-27.52 fps:109.9 +frame:3.00e+04 wall_t:273 t:1875 epi:nan +opt_step:5439 lr:0.0003 alpha:0.2645 +2026-02-12 18:46:22 | INFO | PID:1342 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:263.11 total_reward_ma:270.09 loss:-28.92 fps:112.4 +frame:4.00e+04 wall_t:356 t:2500 epi:nan +opt_step:7314 lr:0.0003 alpha:0.1748 +2026-02-12 18:47:44 | INFO | PID:1342 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:275.60 total_reward_ma:271.19 loss:-29.71 fps:114.4 +frame:5.00e+04 wall_t:437 t:3125 epi:nan +opt_step:9189 lr:0.0003 alpha:0.1161 +2026-02-12 18:49:05 | INFO | PID:1342 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:272.50 total_reward_ma:271.41 loss:-28.85 fps:115.6 +frame:6.00e+04 wall_t:519 t:3750 epi:nan +opt_step:11064 lr:0.0003 alpha:0.07748 +2026-02-12 18:50:27 | INFO | PID:1342 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:270.10 total_reward_ma:271.22 loss:-28.44 fps:116.5 +frame:7.00e+04 wall_t:601 t:4375 epi:nan +opt_step:12939 lr:0.0003 alpha:0.05207 +2026-02-12 18:51:49 | INFO | PID:1342 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:294.30 total_reward_ma:274.11 loss:-26.64 fps:117.1 +frame:8.00e+04 wall_t:683 t:5000 epi:nan +opt_step:14814 lr:0.0003 alpha:0.03544 +2026-02-12 18:53:11 | INFO | PID:1342 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:302.60 total_reward_ma:277.27 loss:-25.58 fps:117.6 +frame:9.00e+04 wall_t:765 t:5625 epi:nan +opt_step:16689 lr:0.0003 alpha:0.02462 +2026-02-12 18:54:33 | INFO | PID:1342 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:307.60 total_reward_ma:280.31 loss:-23.6 fps:118.2 +frame:1.00e+05 wall_t:846 t:6250 epi:nan +opt_step:18564 lr:0.0003 alpha:0.01753 +2026-02-12 18:55:53 | INFO | PID:1342 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:340.50 total_reward_ma:285.78 loss:-22.69 fps:118.7 +frame:1.10e+05 wall_t:927 t:6875 epi:nan +opt_step:20439 lr:0.0003 alpha:0.01342 +2026-02-12 18:57:14 | INFO | PID:1342 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:393.20 total_reward_ma:294.73 loss:-20.8 fps:119 +frame:1.20e+05 wall_t:1008 t:7500 epi:nan +opt_step:22314 lr:0.0003 alpha:0.01127 +2026-02-12 18:58:35 | INFO | PID:1342 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:413.10 total_reward_ma:303.84 loss:-19.85 fps:119.4 +frame:1.30e+05 wall_t:1089 t:8125 epi:nan +opt_step:24189 lr:0.0003 alpha:0.01157 +2026-02-12 18:59:57 | INFO | PID:1342 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:474.40 total_reward_ma:316.02 loss:-18.49 fps:119.6 +frame:1.40e+05 wall_t:1171 t:8750 epi:nan +opt_step:26064 lr:0.0003 alpha:0.01191 +2026-02-12 19:01:19 | INFO | PID:1342 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:560.10 total_reward_ma:332.29 loss:-17.45 fps:119.8 +frame:1.50e+05 wall_t:1252 t:9375 epi:nan +opt_step:27939 lr:0.0003 alpha:0.01199 +2026-02-12 19:02:40 | INFO | PID:1342 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:612.70 total_reward_ma:349.82 loss:-16.3 fps:120 +frame:1.60e+05 wall_t:1333 t:10000 epi:nan +opt_step:29814 lr:0.0003 alpha:0.01278 +2026-02-12 19:04:01 | INFO | PID:1342 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:667.50 total_reward_ma:368.50 loss:-15.22 fps:120.1 +frame:1.70e+05 wall_t:1415 t:10625 epi:nan +opt_step:31689 lr:0.0003 alpha:0.01419 +2026-02-12 19:05:23 | INFO | PID:1342 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:725.60 total_reward_ma:388.34 loss:-14.36 fps:120.3 +frame:1.80e+05 wall_t:1496 t:11250 epi:nan +opt_step:33564 lr:0.0003 alpha:0.01434 +2026-02-12 19:06:44 | INFO | PID:1342 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:778.20 total_reward_ma:408.86 loss:-13.13 fps:120.4 +frame:1.90e+05 wall_t:1578 t:11875 epi:nan +opt_step:35439 lr:0.0003 alpha:0.01518 +2026-02-12 19:08:05 | INFO | PID:1342 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:848.30 total_reward_ma:430.83 loss:-12.59 fps:120.6 +frame:2.00e+05 wall_t:1659 t:12500 epi:nan +opt_step:37314 lr:0.0003 alpha:0.01544 +2026-02-12 19:09:27 | INFO | PID:1342 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:887.30 total_reward_ma:452.57 loss:-11.31 fps:120.6 +frame:2.10e+05 wall_t:1741 t:13125 epi:nan +opt_step:39189 lr:0.0003 alpha:0.01614 +2026-02-12 19:10:48 | INFO | PID:1342 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:924.00 total_reward_ma:474.00 loss:-10.62 fps:120.8 +frame:2.20e+05 wall_t:1821 t:13750 epi:nan +opt_step:41064 lr:0.0003 alpha:0.01653 +2026-02-12 19:12:09 | INFO | PID:1342 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:951.50 total_reward_ma:494.76 loss:-10.18 fps:120.9 +frame:2.30e+05 wall_t:1902 t:14375 epi:nan +opt_step:42939 lr:0.0003 alpha:0.01826 +2026-02-12 19:13:30 | INFO | PID:1342 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:966.80 total_reward_ma:514.43 loss:-9.36 fps:121 +frame:2.40e+05 wall_t:1984 t:15000 epi:nan +opt_step:44814 lr:0.0003 alpha:0.01982 +2026-02-12 19:14:51 | INFO | PID:1342 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:966.70 total_reward_ma:532.52 loss:-8.635 fps:121.1 +frame:2.50e+05 wall_t:2065 t:15625 epi:nan +opt_step:46689 lr:0.0003 alpha:0.0205 +2026-02-12 19:16:13 | INFO | PID:1342 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:960.70 total_reward_ma:548.99 loss:-8.471 fps:121.2 +frame:2.60e+05 wall_t:2146 t:16250 epi:nan +opt_step:48564 lr:0.0003 alpha:0.02208 +2026-02-12 19:17:34 | INFO | PID:1342 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:947.80 total_reward_ma:563.76 loss:-7.989 fps:121.2 +frame:2.70e+05 wall_t:2227 t:16875 epi:nan +opt_step:50439 lr:0.0003 alpha:0.02344 +2026-02-12 19:18:55 | INFO | PID:1342 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:941.50 total_reward_ma:577.25 loss:-7.13 fps:121.3 +frame:2.80e+05 wall_t:2308 t:17500 epi:nan +opt_step:52314 lr:0.0003 alpha:0.02345 +2026-02-12 19:20:16 | INFO | PID:1342 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:905.40 total_reward_ma:588.56 loss:-6.792 fps:121.4 +frame:2.90e+05 wall_t:2389 t:18125 epi:nan +opt_step:54189 lr:0.0003 alpha:0.02521 +2026-02-12 19:21:37 | INFO | PID:1342 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:930.40 total_reward_ma:599.96 loss:-6.841 fps:121.4 +frame:3.00e+05 wall_t:2471 t:18750 epi:nan +opt_step:56064 lr:0.0003 alpha:0.02612 +2026-02-12 19:22:58 | INFO | PID:1342 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:965.00 total_reward_ma:611.73 loss:-6.874 fps:121.5 +frame:3.10e+05 wall_t:2551 t:19375 epi:nan +opt_step:57939 lr:0.0003 alpha:0.02797 +2026-02-12 19:24:18 | INFO | PID:1342 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:906.70 total_reward_ma:620.95 loss:-6.447 fps:121.6 +frame:3.20e+05 wall_t:2632 t:20000 epi:nan +opt_step:59814 lr:0.0003 alpha:0.02854 +2026-02-12 19:25:39 | INFO | PID:1342 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:904.60 total_reward_ma:629.55 loss:-6.469 fps:121.6 +frame:3.30e+05 wall_t:2713 t:20625 epi:nan +opt_step:61689 lr:0.0003 alpha:0.03098 +2026-02-12 19:26:59 | INFO | PID:1342 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:877.80 total_reward_ma:636.85 loss:-6.973 fps:121.7 +frame:3.40e+05 wall_t:2793 t:21250 epi:nan +opt_step:63564 lr:0.0003 alpha:0.03206 +2026-02-12 19:28:20 | INFO | PID:1342 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:892.50 total_reward_ma:644.15 loss:-6.743 fps:121.8 +frame:3.50e+05 wall_t:2874 t:21875 epi:nan +opt_step:65439 lr:0.0003 alpha:0.03466 +2026-02-12 19:29:40 | INFO | PID:1342 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:882.00 total_reward_ma:650.76 loss:-6.946 fps:121.9 +frame:3.60e+05 wall_t:2954 t:22500 epi:nan +opt_step:67314 lr:0.0003 alpha:0.03709 +2026-02-12 19:31:01 | INFO | PID:1342 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:856.10 total_reward_ma:656.31 loss:-7.378 fps:122 +frame:3.70e+05 wall_t:3034 t:23125 epi:nan +opt_step:69189 lr:0.0003 alpha:0.03829 +2026-02-12 19:32:22 | INFO | PID:1342 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:843.40 total_reward_ma:661.23 loss:-7.874 fps:122 +frame:3.80e+05 wall_t:3116 t:23750 epi:nan +opt_step:71064 lr:0.0003 alpha:0.04193 +2026-02-12 19:33:44 | INFO | PID:1342 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:880.70 total_reward_ma:666.86 loss:-8.302 fps:122 +frame:3.90e+05 wall_t:3197 t:24375 epi:nan +opt_step:72939 lr:0.0003 alpha:0.04334 +2026-02-12 19:35:06 | INFO | PID:1342 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:974.30 total_reward_ma:674.55 loss:-8.238 fps:122 +frame:4.00e+05 wall_t:3279 t:25000 epi:nan +opt_step:74814 lr:0.0003 alpha:0.04693 +2026-02-12 19:36:26 | INFO | PID:1342 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:999.90 total_reward_ma:682.48 loss:-8.538 fps:122 +frame:4.10e+05 wall_t:3360 t:25625 epi:nan +opt_step:76689 lr:0.0003 alpha:0.04891 +2026-02-12 19:37:48 | INFO | PID:1342 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:1033.20 total_reward_ma:690.83 loss:-8.142 fps:122 +frame:4.20e+05 wall_t:3442 t:26250 epi:nan +opt_step:78564 lr:0.0003 alpha:0.05277 +2026-02-12 19:39:09 | INFO | PID:1342 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:1092.30 total_reward_ma:700.17 loss:-9.525 fps:122.1 +frame:4.30e+05 wall_t:3523 t:26875 epi:nan +opt_step:80439 lr:0.0003 alpha:0.05619 +2026-02-12 19:40:30 | INFO | PID:1342 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:1147.50 total_reward_ma:710.34 loss:-9.928 fps:122.1 +frame:4.40e+05 wall_t:3604 t:27500 epi:nan +opt_step:82314 lr:0.0003 alpha:0.05852 +2026-02-12 19:41:52 | INFO | PID:1342 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:1189.60 total_reward_ma:720.99 loss:-10.64 fps:122.1 +frame:4.50e+05 wall_t:3685 t:28125 epi:nan +opt_step:84189 lr:0.0003 alpha:0.06196 +2026-02-12 19:43:12 | INFO | PID:1342 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:1232.70 total_reward_ma:732.11 loss:-10.68 fps:122.1 +frame:4.60e+05 wall_t:3766 t:28750 epi:nan +opt_step:86064 lr:0.0003 alpha:0.06555 +2026-02-12 19:44:34 | INFO | PID:1342 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:1230.00 total_reward_ma:742.70 loss:-10.63 fps:122.2 +frame:4.70e+05 wall_t:3847 t:29375 epi:nan +opt_step:87939 lr:0.0003 alpha:0.0683 +2026-02-12 19:45:55 | INFO | PID:1342 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:1248.10 total_reward_ma:753.23 loss:-12.57 fps:122.2 +frame:4.80e+05 wall_t:3929 t:30000 epi:nan +opt_step:89814 lr:0.0003 alpha:0.07319 +2026-02-12 19:47:15 | INFO | PID:1342 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:1277.10 total_reward_ma:763.92 loss:-12.81 fps:122.2 +frame:4.90e+05 wall_t:4009 t:30625 epi:nan +opt_step:91689 lr:0.0003 alpha:0.07527 +2026-02-12 19:48:37 | INFO | PID:1342 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:1320.20 total_reward_ma:775.05 loss:-12.62 fps:122.2 +frame:5.00e+05 wall_t:4090 t:31250 epi:nan +opt_step:93564 lr:0.0003 alpha:0.07828 +2026-02-12 19:49:59 | INFO | PID:1342 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:1273.10 total_reward_ma:784.81 loss:-14.06 fps:122.2 +frame:5.10e+05 wall_t:4173 t:31875 epi:nan +opt_step:95439 lr:0.0003 alpha:0.08002 +2026-02-12 19:51:20 | INFO | PID:1342 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:1300.70 total_reward_ma:794.74 loss:-14.4 fps:122.2 +frame:5.20e+05 wall_t:4254 t:32500 epi:nan +opt_step:97314 lr:0.0003 alpha:0.0832 +2026-02-12 19:52:41 | INFO | PID:1342 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:1306.70 total_reward_ma:804.40 loss:-14.62 fps:122.3 +frame:5.30e+05 wall_t:4334 t:33125 epi:nan +opt_step:99189 lr:0.0003 alpha:0.08545 +2026-02-12 19:54:01 | INFO | PID:1342 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:1274.20 total_reward_ma:813.10 loss:-16.59 fps:122.3 +frame:5.40e+05 wall_t:4414 t:33750 epi:nan +opt_step:101064 lr:0.0003 alpha:0.08789 +2026-02-12 19:55:22 | INFO | PID:1342 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:1333.90 total_reward_ma:822.56 loss:-16.24 fps:122.4 +frame:5.50e+05 wall_t:4495 t:34375 epi:nan +opt_step:102939 lr:0.0003 alpha:0.08957 +2026-02-12 19:56:42 | INFO | PID:1342 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:1322.40 total_reward_ma:831.49 loss:-18.19 fps:122.4 +frame:5.60e+05 wall_t:4576 t:35000 epi:nan +opt_step:104814 lr:0.0003 alpha:0.08963 +2026-02-12 19:58:03 | INFO | PID:1342 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:1336.40 total_reward_ma:840.35 loss:-17.85 fps:122.4 +frame:5.70e+05 wall_t:4656 t:35625 epi:nan +opt_step:106689 lr:0.0003 alpha:0.09192 +2026-02-12 19:59:25 | INFO | PID:1342 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:1295.70 total_reward_ma:848.20 loss:-18.44 fps:122.4 +frame:5.80e+05 wall_t:4739 t:36250 epi:nan +opt_step:108564 lr:0.0003 alpha:0.09127 +2026-02-12 20:00:47 | INFO | PID:1342 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:1320.10 total_reward_ma:856.20 loss:-19.03 fps:122.4 +frame:5.90e+05 wall_t:4820 t:36875 epi:nan +opt_step:110439 lr:0.0003 alpha:0.09151 +2026-02-12 20:02:08 | INFO | PID:1342 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:1312.90 total_reward_ma:863.81 loss:-19.42 fps:122.4 +frame:6.00e+05 wall_t:4902 t:37500 epi:nan +opt_step:112314 lr:0.0003 alpha:0.09199 +2026-02-12 20:03:29 | INFO | PID:1342 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:1323.30 total_reward_ma:871.34 loss:-19.08 fps:122.4 +frame:6.10e+05 wall_t:4983 t:38125 epi:nan +opt_step:114189 lr:0.0003 alpha:0.09188 +2026-02-12 20:04:51 | INFO | PID:1342 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:1376.60 total_reward_ma:879.49 loss:-20.87 fps:122.4 +frame:6.20e+05 wall_t:5065 t:38750 epi:nan +opt_step:116064 lr:0.0003 alpha:0.09086 +2026-02-12 20:06:12 | INFO | PID:1342 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:1412.00 total_reward_ma:887.94 loss:-22.02 fps:122.4 +frame:6.30e+05 wall_t:5146 t:39375 epi:nan +opt_step:117939 lr:0.0003 alpha:0.08937 +2026-02-12 20:07:33 | INFO | PID:1342 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:1416.60 total_reward_ma:896.20 loss:-22.29 fps:122.4 +frame:6.40e+05 wall_t:5227 t:40000 epi:nan +opt_step:119814 lr:0.0003 alpha:0.08768 +2026-02-12 20:08:53 | INFO | PID:1342 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:1402.20 total_reward_ma:903.99 loss:-22.34 fps:122.5 +frame:6.50e+05 wall_t:5307 t:40625 epi:nan +opt_step:121689 lr:0.0003 alpha:0.0861 +2026-02-12 20:10:13 | INFO | PID:1342 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:1426.90 total_reward_ma:911.91 loss:-20.54 fps:122.5 +frame:6.60e+05 wall_t:5387 t:41250 epi:nan +opt_step:123564 lr:0.0003 alpha:0.0865 +2026-02-12 20:11:34 | INFO | PID:1342 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:1424.50 total_reward_ma:919.56 loss:-22.25 fps:122.6 +frame:6.70e+05 wall_t:5467 t:41875 epi:nan +opt_step:125439 lr:0.0003 alpha:0.08537 +2026-02-12 20:12:56 | INFO | PID:1342 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:1450.10 total_reward_ma:927.36 loss:-22.52 fps:122.5 +frame:6.80e+05 wall_t:5549 t:42500 epi:nan +opt_step:127314 lr:0.0003 alpha:0.08409 +2026-02-12 20:14:16 | INFO | PID:1342 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:1461.60 total_reward_ma:935.11 loss:-23.86 fps:122.6 +frame:6.90e+05 wall_t:5629 t:43125 epi:nan +opt_step:129189 lr:0.0003 alpha:0.08414 +2026-02-12 20:15:36 | INFO | PID:1342 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:1374.30 total_reward_ma:941.38 loss:-23.43 fps:122.6 +frame:7.00e+05 wall_t:5709 t:43750 epi:nan +opt_step:131064 lr:0.0003 alpha:0.08443 +2026-02-12 20:16:57 | INFO | PID:1342 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:1363.50 total_reward_ma:947.33 loss:-23.63 fps:122.6 +frame:7.10e+05 wall_t:5790 t:44375 epi:nan +opt_step:132939 lr:0.0003 alpha:0.0809 +2026-02-12 20:18:18 | INFO | PID:1342 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:1365.70 total_reward_ma:953.14 loss:-22.66 fps:122.6 +frame:7.20e+05 wall_t:5872 t:45000 epi:nan +opt_step:134814 lr:0.0003 alpha:0.08128 +2026-02-12 20:19:39 | INFO | PID:1342 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:1366.70 total_reward_ma:958.80 loss:-23.29 fps:122.6 +frame:7.30e+05 wall_t:5953 t:45625 epi:nan +opt_step:136689 lr:0.0003 alpha:0.08156 +2026-02-12 20:20:59 | INFO | PID:1342 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:1358.90 total_reward_ma:964.21 loss:-24.27 fps:122.7 +frame:7.40e+05 wall_t:6033 t:46250 epi:nan +opt_step:138564 lr:0.0003 alpha:0.08176 +2026-02-12 20:22:20 | INFO | PID:1342 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:1370.10 total_reward_ma:969.62 loss:-23.39 fps:122.7 +frame:7.50e+05 wall_t:6113 t:46875 epi:nan +opt_step:140439 lr:0.0003 alpha:0.08121 +2026-02-12 20:23:41 | INFO | PID:1342 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:1339.10 total_reward_ma:974.48 loss:-24.52 fps:122.7 +frame:7.60e+05 wall_t:6194 t:47500 epi:nan +opt_step:142314 lr:0.0003 alpha:0.08181 +2026-02-12 20:25:02 | INFO | PID:1342 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:1315.70 total_reward_ma:978.91 loss:-24.4 fps:122.7 +frame:7.70e+05 wall_t:6275 t:48125 epi:nan +opt_step:144189 lr:0.0003 alpha:0.08149 +2026-02-12 20:26:23 | INFO | PID:1342 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:1332.10 total_reward_ma:983.44 loss:-22.64 fps:122.7 +frame:7.80e+05 wall_t:6356 t:48750 epi:nan +opt_step:146064 lr:0.0003 alpha:0.08206 +2026-02-12 20:27:42 | INFO | PID:1342 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:1320.40 total_reward_ma:987.71 loss:-23.57 fps:122.7 +frame:7.90e+05 wall_t:6436 t:49375 epi:nan +opt_step:147939 lr:0.0003 alpha:0.08195 +2026-02-12 20:29:03 | INFO | PID:1342 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:1299.90 total_reward_ma:991.61 loss:-24.43 fps:122.8 +frame:8.00e+05 wall_t:6517 t:50000 epi:nan +opt_step:149814 lr:0.0003 alpha:0.08261 +2026-02-12 20:30:24 | INFO | PID:1342 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:1324.10 total_reward_ma:995.71 loss:-24.01 fps:122.8 +frame:8.10e+05 wall_t:6598 t:50625 epi:nan +opt_step:151689 lr:0.0003 alpha:0.08123 +2026-02-12 20:31:45 | INFO | PID:1342 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:1313.50 total_reward_ma:999.59 loss:-23.92 fps:122.8 +frame:8.20e+05 wall_t:6679 t:51250 epi:nan +opt_step:153564 lr:0.0003 alpha:0.08347 +2026-02-12 20:33:07 | INFO | PID:1342 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:1311.60 total_reward_ma:1003.35 loss:-23.72 fps:122.8 +frame:8.30e+05 wall_t:6761 t:51875 epi:nan +opt_step:155439 lr:0.0003 alpha:0.08177 +2026-02-12 20:34:27 | INFO | PID:1342 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:1356.90 total_reward_ma:1007.56 loss:-25.01 fps:122.8 +frame:8.40e+05 wall_t:6841 t:52500 epi:nan +opt_step:157314 lr:0.0003 alpha:0.08432 +2026-02-12 20:35:47 | INFO | PID:1342 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:1349.80 total_reward_ma:1011.58 loss:-25.22 fps:122.8 +frame:8.50e+05 wall_t:6921 t:53125 epi:nan +opt_step:159189 lr:0.0003 alpha:0.08469 +2026-02-12 20:37:09 | INFO | PID:1342 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:1375.20 total_reward_ma:1015.81 loss:-23.37 fps:122.8 +frame:8.60e+05 wall_t:7002 t:53750 epi:nan +opt_step:161064 lr:0.0003 alpha:0.08344 +2026-02-12 20:38:30 | INFO | PID:1342 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:1341.40 total_reward_ma:1019.55 loss:-25.23 fps:122.8 +frame:8.70e+05 wall_t:7083 t:54375 epi:nan +opt_step:162939 lr:0.0003 alpha:0.08417 +2026-02-12 20:39:51 | INFO | PID:1342 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:1314.80 total_reward_ma:1022.91 loss:-24.5 fps:122.8 +frame:8.80e+05 wall_t:7165 t:55000 epi:nan +opt_step:164814 lr:0.0003 alpha:0.08349 +2026-02-12 20:41:12 | INFO | PID:1342 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:1302.30 total_reward_ma:1026.05 loss:-25.44 fps:122.8 +frame:8.90e+05 wall_t:7246 t:55625 epi:nan +opt_step:166689 lr:0.0003 alpha:0.08484 +2026-02-12 20:42:33 | INFO | PID:1342 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:1249.20 total_reward_ma:1028.53 loss:-24.18 fps:122.8 +frame:9.00e+05 wall_t:7327 t:56250 epi:nan +opt_step:168564 lr:0.0003 alpha:0.08495 +2026-02-12 20:43:54 | INFO | PID:1342 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:1257.30 total_reward_ma:1031.04 loss:-26.34 fps:122.8 +frame:9.10e+05 wall_t:7408 t:56875 epi:nan +opt_step:170439 lr:0.0003 alpha:0.08461 +2026-02-12 20:45:15 | INFO | PID:1342 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:1224.00 total_reward_ma:1033.14 loss:-24.44 fps:122.9 +frame:9.20e+05 wall_t:7488 t:57500 epi:nan +opt_step:172314 lr:0.0003 alpha:0.08709 +2026-02-12 20:46:35 | INFO | PID:1342 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:1218.30 total_reward_ma:1035.13 loss:-25.63 fps:122.9 +frame:9.30e+05 wall_t:7569 t:58125 epi:nan +opt_step:174189 lr:0.0003 alpha:0.08749 +2026-02-12 20:47:57 | INFO | PID:1342 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:1224.00 total_reward_ma:1037.14 loss:-26.15 fps:122.9 +frame:9.40e+05 wall_t:7650 t:58750 epi:nan +opt_step:176064 lr:0.0003 alpha:0.08729 +2026-02-12 20:49:17 | INFO | PID:1342 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:1213.20 total_reward_ma:1038.99 loss:-25.34 fps:122.9 +frame:9.50e+05 wall_t:7731 t:59375 epi:nan +opt_step:177939 lr:0.0003 alpha:0.08812 +2026-02-12 20:50:38 | INFO | PID:1342 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:1240.70 total_reward_ma:1041.09 loss:-25.91 fps:122.9 +frame:9.60e+05 wall_t:7812 t:60000 epi:nan +opt_step:179814 lr:0.0003 alpha:0.08846 +2026-02-12 20:51:58 | INFO | PID:1342 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:1273.10 total_reward_ma:1043.49 loss:-25.46 fps:122.9 +frame:9.70e+05 wall_t:7892 t:60625 epi:nan +opt_step:181689 lr:0.0003 alpha:0.08991 +2026-02-12 20:53:19 | INFO | PID:1342 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:1306.80 total_reward_ma:1046.17 loss:-26.66 fps:122.9 +frame:9.80e+05 wall_t:7973 t:61250 epi:nan +opt_step:183564 lr:0.0003 alpha:0.08884 +2026-02-12 20:54:40 | INFO | PID:1342 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:1328.80 total_reward_ma:1049.03 loss:-26.61 fps:122.9 +frame:9.90e+05 wall_t:8053 t:61875 epi:nan +opt_step:185439 lr:0.0003 alpha:0.09035 +2026-02-12 20:56:00 | INFO | PID:1342 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:1308.90 total_reward_ma:1051.63 loss:-25.03 fps:123 +frame:1.00e+06 wall_t:8133 t:62500 epi:nan +opt_step:187314 lr:0.0003 alpha:0.09037 +2026-02-12 20:57:21 | INFO | PID:1342 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:1317.30 total_reward_ma:1061.87 loss:-25.8 fps:122.9 +frame:1.01e+06 wall_t:8215 t:63125 epi:nan +opt_step:189189 lr:0.0003 alpha:0.08978 +2026-02-12 20:58:42 | INFO | PID:1342 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:1326.90 total_reward_ma:1072.47 loss:-26.74 fps:123 +frame:1.02e+06 wall_t:8296 t:63750 epi:nan +opt_step:191064 lr:0.0003 alpha:0.09093 +2026-02-12 21:00:02 | INFO | PID:1342 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:1395.40 total_reward_ma:1083.85 loss:-26.88 fps:123 +frame:1.03e+06 wall_t:8376 t:64375 epi:nan +opt_step:192939 lr:0.0003 alpha:0.09195 +2026-02-12 21:01:24 | INFO | PID:1342 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:1395.40 total_reward_ma:1095.17 loss:-26.63 fps:123 +frame:1.04e+06 wall_t:8457 t:65000 epi:nan +opt_step:194814 lr:0.0003 alpha:0.09072 +2026-02-12 21:02:46 | INFO | PID:1342 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:1386.60 total_reward_ma:1106.28 loss:-25.91 fps:123 +frame:1.05e+06 wall_t:8539 t:65625 epi:nan +opt_step:196689 lr:0.0003 alpha:0.08937 +2026-02-12 21:04:07 | INFO | PID:1342 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:1382.10 total_reward_ma:1117.38 loss:-27.4 fps:123 +frame:1.06e+06 wall_t:8620 t:66250 epi:nan +opt_step:198564 lr:0.0003 alpha:0.08803 +2026-02-12 21:05:27 | INFO | PID:1342 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:1368.30 total_reward_ma:1128.36 loss:-25.59 fps:123 +frame:1.07e+06 wall_t:8701 t:66875 epi:nan +opt_step:200439 lr:0.0003 alpha:0.08727 +2026-02-12 21:06:49 | INFO | PID:1342 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:1402.70 total_reward_ma:1139.44 loss:-26.23 fps:123 +frame:1.08e+06 wall_t:8782 t:67500 epi:nan +opt_step:202314 lr:0.0003 alpha:0.08759 +2026-02-12 21:08:09 | INFO | PID:1342 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:1367.20 total_reward_ma:1150.09 loss:-27.13 fps:123 +frame:1.09e+06 wall_t:8863 t:68125 epi:nan +opt_step:204189 lr:0.0003 alpha:0.08555 +2026-02-12 21:09:30 | INFO | PID:1342 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:1382.90 total_reward_ma:1160.84 loss:-26.83 fps:123 +frame:1.10e+06 wall_t:8943 t:68750 epi:nan +opt_step:206064 lr:0.0003 alpha:0.08592 +2026-02-12 21:10:50 | INFO | PID:1342 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:1331.40 total_reward_ma:1170.75 loss:-26.43 fps:123 +frame:1.11e+06 wall_t:9024 t:69375 epi:nan +opt_step:207939 lr:0.0003 alpha:0.08574 +2026-02-12 21:12:11 | INFO | PID:1342 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:1302.50 total_reward_ma:1179.85 loss:-27.5 fps:123 +frame:1.12e+06 wall_t:9104 t:70000 epi:nan +opt_step:209814 lr:0.0003 alpha:0.08578 +2026-02-12 21:13:32 | INFO | PID:1342 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:1278.90 total_reward_ma:1188.50 loss:-27.11 fps:123 +frame:1.13e+06 wall_t:9186 t:70625 epi:nan +opt_step:211689 lr:0.0003 alpha:0.08459 +2026-02-12 21:14:53 | INFO | PID:1342 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:1298.80 total_reward_ma:1196.75 loss:-27.2 fps:123 +frame:1.14e+06 wall_t:9267 t:71250 epi:nan +opt_step:213564 lr:0.0003 alpha:0.08391 +2026-02-12 21:16:13 | INFO | PID:1342 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:1314.40 total_reward_ma:1204.29 loss:-24.74 fps:123 +frame:1.15e+06 wall_t:9347 t:71875 epi:nan +opt_step:215439 lr:0.0003 alpha:0.0838 +2026-02-12 21:17:33 | INFO | PID:1342 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:1287.80 total_reward_ma:1211.04 loss:-26.03 fps:123.1 +frame:1.16e+06 wall_t:9427 t:72500 epi:nan +opt_step:217314 lr:0.0003 alpha:0.08428 +2026-02-12 21:18:56 | INFO | PID:1342 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:1306.00 total_reward_ma:1217.43 loss:-26.84 fps:123 +frame:1.17e+06 wall_t:9509 t:73125 epi:nan +opt_step:219189 lr:0.0003 alpha:0.0832 +2026-02-12 21:20:17 | INFO | PID:1342 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:1322.30 total_reward_ma:1223.39 loss:-26.46 fps:123 +frame:1.18e+06 wall_t:9590 t:73750 epi:nan +opt_step:221064 lr:0.0003 alpha:0.08269 +2026-02-12 21:21:37 | INFO | PID:1342 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:1354.30 total_reward_ma:1229.15 loss:-25.81 fps:123 +frame:1.19e+06 wall_t:9671 t:74375 epi:nan +opt_step:222939 lr:0.0003 alpha:0.08336 +2026-02-12 21:22:58 | INFO | PID:1342 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:1353.80 total_reward_ma:1234.21 loss:-25.56 fps:123.1 +frame:1.20e+06 wall_t:9752 t:75000 epi:nan +opt_step:224814 lr:0.0003 alpha:0.08233 +2026-02-12 21:24:20 | INFO | PID:1342 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:1390.50 total_reward_ma:1239.24 loss:-26.53 fps:123 +frame:1.21e+06 wall_t:9834 t:75625 epi:nan +opt_step:226689 lr:0.0003 alpha:0.08204 +2026-02-12 21:25:40 | INFO | PID:1342 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:1395.40 total_reward_ma:1243.96 loss:-25.41 fps:123.1 +frame:1.22e+06 wall_t:9914 t:76250 epi:nan +opt_step:228564 lr:0.0003 alpha:0.08067 +2026-02-12 21:27:01 | INFO | PID:1342 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:1418.30 total_reward_ma:1248.62 loss:-27.21 fps:123.1 +frame:1.23e+06 wall_t:9994 t:76875 epi:nan +opt_step:230439 lr:0.0003 alpha:0.07985 +2026-02-12 21:28:22 | INFO | PID:1342 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:1463.80 total_reward_ma:1253.59 loss:-26.41 fps:123.1 +frame:1.24e+06 wall_t:10075 t:77500 epi:nan +opt_step:232314 lr:0.0003 alpha:0.07946 +2026-02-12 21:29:43 | INFO | PID:1342 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:1452.00 total_reward_ma:1258.45 loss:-25.25 fps:123.1 +frame:1.25e+06 wall_t:10156 t:78125 epi:nan +opt_step:234189 lr:0.0003 alpha:0.08005 +2026-02-12 21:31:05 | INFO | PID:1342 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:1441.60 total_reward_ma:1263.26 loss:-25.77 fps:123.1 +frame:1.26e+06 wall_t:10238 t:78750 epi:nan +opt_step:236064 lr:0.0003 alpha:0.07927 +2026-02-12 21:32:27 | INFO | PID:1342 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:1394.20 total_reward_ma:1267.72 loss:-25.91 fps:123.1 +frame:1.27e+06 wall_t:10320 t:79375 epi:nan +opt_step:237939 lr:0.0003 alpha:0.07863 +2026-02-12 21:33:46 | INFO | PID:1342 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:1393.60 total_reward_ma:1272.24 loss:-25.46 fps:123.1 +frame:1.28e+06 wall_t:10400 t:80000 epi:nan +opt_step:239814 lr:0.0003 alpha:0.07856 +2026-02-12 21:35:06 | INFO | PID:1342 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:1424.20 total_reward_ma:1277.43 loss:-25.87 fps:123.1 +frame:1.29e+06 wall_t:10480 t:80625 epi:nan +opt_step:241689 lr:0.0003 alpha:0.07699 +2026-02-12 21:36:27 | INFO | PID:1342 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:1399.20 total_reward_ma:1282.12 loss:-26.04 fps:123.1 +frame:1.30e+06 wall_t:10561 t:81250 epi:nan +opt_step:243564 lr:0.0003 alpha:0.0762 +2026-02-12 21:37:48 | INFO | PID:1342 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:1384.70 total_reward_ma:1286.31 loss:-25.79 fps:123.1 +frame:1.31e+06 wall_t:10642 t:81875 epi:nan +opt_step:245439 lr:0.0003 alpha:0.07591 +2026-02-12 21:39:10 | INFO | PID:1342 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:1327.20 total_reward_ma:1290.52 loss:-25.37 fps:123.1 +frame:1.32e+06 wall_t:10724 t:82500 epi:nan +opt_step:247314 lr:0.0003 alpha:0.07504 +2026-02-12 21:40:31 | INFO | PID:1342 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:1343.20 total_reward_ma:1294.91 loss:-25.98 fps:123.1 +frame:1.33e+06 wall_t:10804 t:83125 epi:nan +opt_step:249189 lr:0.0003 alpha:0.07383 +2026-02-12 21:41:52 | INFO | PID:1342 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:1324.00 total_reward_ma:1299.37 loss:-24.91 fps:123.1 +frame:1.34e+06 wall_t:10885 t:83750 epi:nan +opt_step:251064 lr:0.0003 alpha:0.07308 +2026-02-12 21:43:13 | INFO | PID:1342 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:1331.20 total_reward_ma:1303.75 loss:-24.63 fps:123.1 +frame:1.35e+06 wall_t:10967 t:84375 epi:nan +opt_step:252939 lr:0.0003 alpha:0.07255 +2026-02-12 21:44:34 | INFO | PID:1342 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:1342.40 total_reward_ma:1308.36 loss:-26.21 fps:123.1 +frame:1.36e+06 wall_t:11047 t:85000 epi:nan +opt_step:254814 lr:0.0003 alpha:0.07212 +2026-02-12 21:45:54 | INFO | PID:1342 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:1306.50 total_reward_ma:1312.86 loss:-24.73 fps:123.1 +frame:1.37e+06 wall_t:11128 t:85625 epi:nan +opt_step:256689 lr:0.0003 alpha:0.07135 +2026-02-12 21:47:15 | INFO | PID:1342 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:1306.60 total_reward_ma:1317.49 loss:-23.98 fps:123.1 +frame:1.38e+06 wall_t:11209 t:86250 epi:nan +opt_step:258564 lr:0.0003 alpha:0.06902 +2026-02-12 21:48:36 | INFO | PID:1342 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:1304.60 total_reward_ma:1321.73 loss:-24.28 fps:123.1 +frame:1.39e+06 wall_t:11290 t:86875 epi:nan +opt_step:260439 lr:0.0003 alpha:0.06822 +2026-02-12 21:49:57 | INFO | PID:1342 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:1355.50 total_reward_ma:1325.55 loss:-24.16 fps:123.1 +frame:1.40e+06 wall_t:11370 t:87500 epi:nan +opt_step:262314 lr:0.0003 alpha:0.0683 +2026-02-12 21:51:18 | INFO | PID:1342 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:1364.60 total_reward_ma:1329.19 loss:-23.93 fps:123.1 +frame:1.41e+06 wall_t:11452 t:88125 epi:nan +opt_step:264189 lr:0.0003 alpha:0.06791 +2026-02-12 21:52:39 | INFO | PID:1342 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:1404.90 total_reward_ma:1332.91 loss:-24.27 fps:123.1 +frame:1.42e+06 wall_t:11533 t:88750 epi:nan +opt_step:266064 lr:0.0003 alpha:0.06506 +2026-02-12 21:54:00 | INFO | PID:1342 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:1386.10 total_reward_ma:1335.85 loss:-23.44 fps:123.1 +frame:1.43e+06 wall_t:11613 t:89375 epi:nan +opt_step:267939 lr:0.0003 alpha:0.0639 +2026-02-12 21:55:20 | INFO | PID:1342 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:1412.90 total_reward_ma:1338.50 loss:-23.78 fps:123.1 +frame:1.44e+06 wall_t:11694 t:90000 epi:nan +opt_step:269814 lr:0.0003 alpha:0.06321 +2026-02-12 21:56:41 | INFO | PID:1342 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:1392.30 total_reward_ma:1340.53 loss:-22.31 fps:123.2 +frame:1.45e+06 wall_t:11774 t:90625 epi:nan +opt_step:271689 lr:0.0003 alpha:0.06267 +2026-02-12 21:58:02 | INFO | PID:1342 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:1385.60 total_reward_ma:1342.06 loss:-23.55 fps:123.1 +frame:1.46e+06 wall_t:11856 t:91250 epi:nan +opt_step:273564 lr:0.0003 alpha:0.06203 +2026-02-12 21:59:23 | INFO | PID:1342 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:1367.10 total_reward_ma:1343.43 loss:-22.24 fps:123.1 +frame:1.47e+06 wall_t:11937 t:91875 epi:nan +opt_step:275439 lr:0.0003 alpha:0.0617 +2026-02-12 22:00:44 | INFO | PID:1342 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:1332.80 total_reward_ma:1344.27 loss:-22.37 fps:123.1 +frame:1.48e+06 wall_t:12018 t:92500 epi:nan +opt_step:277314 lr:0.0003 alpha:0.06148 +2026-02-12 22:02:05 | INFO | PID:1342 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:1313.80 total_reward_ma:1344.64 loss:-22.2 fps:123.2 +frame:1.49e+06 wall_t:12099 t:93125 epi:nan +opt_step:279189 lr:0.0003 alpha:0.0609 +2026-02-12 22:03:28 | INFO | PID:1342 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:1304.20 total_reward_ma:1344.48 loss:-20.85 fps:123.1 +frame:1.50e+06 wall_t:12181 t:93750 epi:nan +opt_step:281064 lr:0.0003 alpha:0.05978 +2026-02-12 22:04:49 | INFO | PID:1342 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:1306.20 total_reward_ma:1344.81 loss:-21.12 fps:123.1 +frame:1.51e+06 wall_t:12262 t:94375 epi:nan +opt_step:282939 lr:0.0003 alpha:0.0589 +2026-02-12 22:06:10 | INFO | PID:1342 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:1331.60 total_reward_ma:1345.12 loss:-22.52 fps:123.1 +frame:1.52e+06 wall_t:12343 t:95000 epi:nan +opt_step:284814 lr:0.0003 alpha:0.05886 +2026-02-12 22:07:31 | INFO | PID:1342 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:1316.60 total_reward_ma:1345.22 loss:-21.36 fps:123.1 +frame:1.53e+06 wall_t:12424 t:95625 epi:nan +opt_step:286689 lr:0.0003 alpha:0.05715 +2026-02-12 22:08:51 | INFO | PID:1342 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:1332.60 total_reward_ma:1345.80 loss:-21.05 fps:123.2 +frame:1.54e+06 wall_t:12504 t:96250 epi:nan +opt_step:288564 lr:0.0003 alpha:0.05775 +2026-02-12 22:10:11 | INFO | PID:1342 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:1350.20 total_reward_ma:1345.97 loss:-20.41 fps:123.2 +frame:1.55e+06 wall_t:12585 t:96875 epi:nan +opt_step:290439 lr:0.0003 alpha:0.05787 +2026-02-12 22:11:32 | INFO | PID:1342 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:1351.30 total_reward_ma:1346.26 loss:-21.15 fps:123.2 +frame:1.56e+06 wall_t:12665 t:97500 epi:nan +opt_step:292314 lr:0.0003 alpha:0.0574 +2026-02-12 22:12:52 | INFO | PID:1342 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:1338.10 total_reward_ma:1346.27 loss:-21.55 fps:123.2 +frame:1.57e+06 wall_t:12746 t:98125 epi:nan +opt_step:294189 lr:0.0003 alpha:0.05711 +2026-02-12 22:14:12 | INFO | PID:1342 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:1356.60 total_reward_ma:1346.88 loss:-20.59 fps:123.2 +frame:1.58e+06 wall_t:12826 t:98750 epi:nan +opt_step:296064 lr:0.0003 alpha:0.05649 +2026-02-12 22:15:34 | INFO | PID:1342 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:1385.70 total_reward_ma:1347.54 loss:-20.7 fps:123.2 +frame:1.59e+06 wall_t:12907 t:99375 epi:nan +opt_step:297939 lr:0.0003 alpha:0.05635 +2026-02-12 22:16:54 | INFO | PID:1342 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:1402.10 total_reward_ma:1348.43 loss:-20.23 fps:123.2 +frame:1.60e+06 wall_t:12987 t:100000 epi:nan +opt_step:299814 lr:0.0003 alpha:0.05445 +2026-02-12 22:18:15 | INFO | PID:1342 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:1428.40 total_reward_ma:1349.48 loss:-19.3 fps:123.2 +frame:1.61e+06 wall_t:13068 t:100625 epi:nan +opt_step:301689 lr:0.0003 alpha:0.0556 +2026-02-12 22:19:36 | INFO | PID:1342 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:1447.80 total_reward_ma:1350.19 loss:-20.98 fps:123.2 +frame:1.62e+06 wall_t:13149 t:101250 epi:nan +opt_step:303564 lr:0.0003 alpha:0.0548 +2026-02-12 22:20:56 | INFO | PID:1342 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:1450.20 total_reward_ma:1350.58 loss:-22.17 fps:123.2 +frame:1.63e+06 wall_t:13230 t:101875 epi:nan +opt_step:305439 lr:0.0003 alpha:0.05385 +2026-02-12 22:22:17 | INFO | PID:1342 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:1483.20 total_reward_ma:1351.24 loss:-21.95 fps:123.2 +frame:1.64e+06 wall_t:13310 t:102500 epi:nan +opt_step:307314 lr:0.0003 alpha:0.05344 +2026-02-12 22:23:38 | INFO | PID:1342 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:1501.30 total_reward_ma:1352.23 loss:-22.9 fps:123.2 +frame:1.65e+06 wall_t:13391 t:103125 epi:nan +opt_step:309189 lr:0.0003 alpha:0.05327 +2026-02-12 22:24:59 | INFO | PID:1342 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:1530.60 total_reward_ma:1353.27 loss:-20.85 fps:123.2 +frame:1.66e+06 wall_t:13472 t:103750 epi:nan +opt_step:311064 lr:0.0003 alpha:0.05357 +2026-02-12 22:26:20 | INFO | PID:1342 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:1519.80 total_reward_ma:1354.22 loss:-19.29 fps:123.2 +frame:1.67e+06 wall_t:13554 t:104375 epi:nan +opt_step:312939 lr:0.0003 alpha:0.05211 +2026-02-12 22:27:42 | INFO | PID:1342 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:1495.10 total_reward_ma:1354.67 loss:-19.63 fps:123.2 +frame:1.68e+06 wall_t:13636 t:105000 epi:nan +opt_step:314814 lr:0.0003 alpha:0.05134 +2026-02-12 22:29:03 | INFO | PID:1342 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:1471.40 total_reward_ma:1354.77 loss:-19.38 fps:123.2 +frame:1.69e+06 wall_t:13716 t:105625 epi:nan +opt_step:316689 lr:0.0003 alpha:0.04981 +2026-02-12 22:30:25 | INFO | PID:1342 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:1474.70 total_reward_ma:1355.78 loss:-21.32 fps:123.2 +frame:1.70e+06 wall_t:13798 t:106250 epi:nan +opt_step:318564 lr:0.0003 alpha:0.05086 +2026-02-12 22:31:46 | INFO | PID:1342 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:1502.40 total_reward_ma:1357.16 loss:-19.61 fps:123.2 +frame:1.71e+06 wall_t:13880 t:106875 epi:nan +opt_step:320439 lr:0.0003 alpha:0.04969 +2026-02-12 22:33:07 | INFO | PID:1342 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:1483.70 total_reward_ma:1358.34 loss:-20.37 fps:123.2 +frame:1.72e+06 wall_t:13961 t:107500 epi:nan +opt_step:322314 lr:0.0003 alpha:0.04951 +2026-02-12 22:34:28 | INFO | PID:1342 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:1501.60 total_reward_ma:1359.69 loss:-20.54 fps:123.2 +frame:1.73e+06 wall_t:14042 t:108125 epi:nan +opt_step:324189 lr:0.0003 alpha:0.0484 +2026-02-12 22:35:48 | INFO | PID:1342 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:1526.40 total_reward_ma:1361.37 loss:-20.63 fps:123.2 +frame:1.74e+06 wall_t:14122 t:108750 epi:nan +opt_step:326064 lr:0.0003 alpha:0.04693 +2026-02-12 22:37:09 | INFO | PID:1342 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:1485.80 total_reward_ma:1362.52 loss:-19.77 fps:123.2 +frame:1.75e+06 wall_t:14203 t:109375 epi:nan +opt_step:327939 lr:0.0003 alpha:0.04699 +2026-02-12 22:38:30 | INFO | PID:1342 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:1501.30 total_reward_ma:1364.15 loss:-19.21 fps:123.2 +frame:1.76e+06 wall_t:14283 t:110000 epi:nan +opt_step:329814 lr:0.0003 alpha:0.04662 +2026-02-12 22:39:50 | INFO | PID:1342 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:1526.10 total_reward_ma:1366.25 loss:-18.28 fps:123.2 +frame:1.77e+06 wall_t:14364 t:110625 epi:nan +opt_step:331689 lr:0.0003 alpha:0.04543 +2026-02-12 22:41:12 | INFO | PID:1342 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:1518.10 total_reward_ma:1368.11 loss:-19.43 fps:123.2 +frame:1.78e+06 wall_t:14445 t:111250 epi:nan +opt_step:333564 lr:0.0003 alpha:0.04477 +2026-02-12 22:42:33 | INFO | PID:1342 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:1506.40 total_reward_ma:1369.97 loss:-18.55 fps:123.2 +frame:1.79e+06 wall_t:14526 t:111875 epi:nan +opt_step:335439 lr:0.0003 alpha:0.04423 +2026-02-12 22:43:54 | INFO | PID:1342 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:1514.00 total_reward_ma:1372.11 loss:-17.58 fps:123.2 +frame:1.80e+06 wall_t:14608 t:112500 epi:nan +opt_step:337314 lr:0.0003 alpha:0.04405 +2026-02-12 22:45:15 | INFO | PID:1342 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:1516.40 total_reward_ma:1374.04 loss:-18.29 fps:123.2 +frame:1.81e+06 wall_t:14688 t:113125 epi:nan +opt_step:339189 lr:0.0003 alpha:0.04355 +2026-02-12 22:46:37 | INFO | PID:1342 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:1495.20 total_reward_ma:1375.85 loss:-18.02 fps:123.2 +frame:1.82e+06 wall_t:14770 t:113750 epi:nan +opt_step:341064 lr:0.0003 alpha:0.04335 +2026-02-12 22:47:57 | INFO | PID:1342 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:1499.10 total_reward_ma:1377.73 loss:-18.2 fps:123.2 +frame:1.83e+06 wall_t:14850 t:114375 epi:nan +opt_step:342939 lr:0.0003 alpha:0.04319 +2026-02-12 22:49:18 | INFO | PID:1342 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:1487.80 total_reward_ma:1379.04 loss:-19.18 fps:123.2 +frame:1.84e+06 wall_t:14931 t:115000 epi:nan +opt_step:344814 lr:0.0003 alpha:0.04297 +2026-02-12 22:50:39 | INFO | PID:1342 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:1494.00 total_reward_ma:1380.48 loss:-18.63 fps:123.2 +frame:1.85e+06 wall_t:15013 t:115625 epi:nan +opt_step:346689 lr:0.0003 alpha:0.04218 +2026-02-12 22:52:00 | INFO | PID:1342 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:1520.20 total_reward_ma:1381.93 loss:-18.59 fps:123.2 +frame:1.86e+06 wall_t:15094 t:116250 epi:nan +opt_step:348564 lr:0.0003 alpha:0.04214 +2026-02-12 22:53:22 | INFO | PID:1342 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:1528.90 total_reward_ma:1383.80 loss:-17.51 fps:123.2 +frame:1.87e+06 wall_t:15175 t:116875 epi:nan +opt_step:350439 lr:0.0003 alpha:0.04172 +2026-02-12 22:54:43 | INFO | PID:1342 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:1532.90 total_reward_ma:1385.98 loss:-17.49 fps:123.2 +frame:1.88e+06 wall_t:15257 t:117500 epi:nan +opt_step:352314 lr:0.0003 alpha:0.04212 +2026-02-12 22:56:05 | INFO | PID:1342 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:1531.40 total_reward_ma:1388.28 loss:-17 fps:123.2 +frame:1.89e+06 wall_t:15339 t:118125 epi:nan +opt_step:354189 lr:0.0003 alpha:0.04046 +2026-02-12 22:57:26 | INFO | PID:1342 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:1562.30 total_reward_ma:1391.41 loss:-17.45 fps:123.2 +frame:1.90e+06 wall_t:15419 t:118750 epi:nan +opt_step:356064 lr:0.0003 alpha:0.04083 +2026-02-12 22:58:47 | INFO | PID:1342 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:1582.40 total_reward_ma:1394.66 loss:-16.94 fps:123.2 +frame:1.91e+06 wall_t:15500 t:119375 epi:nan +opt_step:357939 lr:0.0003 alpha:0.04089 +2026-02-12 23:00:08 | INFO | PID:1342 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:1603.80 total_reward_ma:1398.45 loss:-16.8 fps:123.2 +frame:1.92e+06 wall_t:15581 t:120000 epi:nan +opt_step:359814 lr:0.0003 alpha:0.04041 +2026-02-12 23:01:30 | INFO | PID:1342 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:1584.00 total_reward_ma:1402.11 loss:-17.41 fps:123.2 +frame:1.93e+06 wall_t:15663 t:120625 epi:nan +opt_step:361689 lr:0.0003 alpha:0.03922 +2026-02-12 23:02:50 | INFO | PID:1342 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:1586.30 total_reward_ma:1405.73 loss:-16.56 fps:123.2 +frame:1.94e+06 wall_t:15744 t:121250 epi:nan +opt_step:363564 lr:0.0003 alpha:0.0399 +2026-02-12 23:04:12 | INFO | PID:1342 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:1568.50 total_reward_ma:1409.29 loss:-18.49 fps:123.2 +frame:1.95e+06 wall_t:15825 t:121875 epi:nan +opt_step:365439 lr:0.0003 alpha:0.0393 +2026-02-12 23:05:34 | INFO | PID:1342 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:1553.80 total_reward_ma:1412.42 loss:-16.81 fps:123.2 +frame:1.96e+06 wall_t:15907 t:122500 epi:nan +opt_step:367314 lr:0.0003 alpha:0.03961 +2026-02-12 23:06:54 | INFO | PID:1342 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:1583.20 total_reward_ma:1415.52 loss:-16.44 fps:123.2 +frame:1.97e+06 wall_t:15987 t:123125 epi:nan +opt_step:369189 lr:0.0003 alpha:0.03971 +2026-02-12 23:08:15 | INFO | PID:1342 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:1563.40 total_reward_ma:1418.09 loss:-16.06 fps:123.2 +frame:1.98e+06 wall_t:16068 t:123750 epi:nan +opt_step:371064 lr:0.0003 alpha:0.03865 +2026-02-12 23:09:36 | INFO | PID:1342 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:1613.00 total_reward_ma:1420.93 loss:-16.81 fps:123.2 +frame:1.99e+06 wall_t:16150 t:124375 epi:nan +opt_step:372939 lr:0.0003 alpha:0.03815 +2026-02-12 23:10:56 | INFO | PID:1342 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_mspacman_t0_s3 [train] +total_reward:1610.60 total_reward_ma:1423.95 loss:-16.84 fps:123.2 +frame:2.00e+06 wall_t:16230 t:125000 epi:nan +opt_step:374814 lr:0.0003 alpha:0.03808 +2026-02-12 23:10:57 | INFO | PID:1342 | slm_lab.lib.logger:info | Session 3 done diff --git a/data/sac_atari_mspacman_2026_02_12_184018/sac_atari_mspacman_spec.json b/data/sac_atari_mspacman_2026_02_12_184018/sac_atari_mspacman_spec.json new file mode 100644 index 0000000000000000000000000000000000000000..c695e92b7ddc316364a9f553c1e72a3ae0f78af6 --- /dev/null +++ b/data/sac_atari_mspacman_2026_02_12_184018/sac_atari_mspacman_spec.json @@ -0,0 +1,98 @@ +{ + "agent": { + "name": "SoftActorCritic", + "algorithm": { + "name": "SoftActorCritic", + "action_pdtype": "Categorical", + "action_policy": "default", + "gamma": 0.99, + "training_start_step": 1000, + "training_frequency": 4, + "training_iter": 3 + }, + "memory": { + "name": "Replay", + "batch_size": 256, + "max_size": 200000, + "use_cer": false + }, + "net": { + "type": "ConvNet", + "shared": false, + "conv_hid_layers": [ + [ + 32, + 8, + 4, + 0, 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a/data/sac_atari_namethisgame_2026_02_12_230011/log/sac_atari_namethisgame_t0.log b/data/sac_atari_namethisgame_2026_02_12_230011/log/sac_atari_namethisgame_t0.log new file mode 100644 index 0000000000000000000000000000000000000000..32b5960c3a66a4e4e27c48dd74b6386416258d3e --- /dev/null +++ b/data/sac_atari_namethisgame_2026_02_12_230011/log/sac_atari_namethisgame_t0.log @@ -0,0 +1,5 @@ +2026-02-13 03:13:52 | INFO | PID:1205 | slm_lab.lib.logger:info | trial_metrics: frame:2.00e+06 | total_reward_ma:4034.18 | strength:1286 | max_strength:2665 | final_strength:1017 | sample_efficiency:-5.897e-07 | training_efficiency:-3.771e-06 | stability:0.9876 | consistency:0.6749 +2026-02-13 03:13:52 | INFO | PID:1205 | slm_lab.lib.logger:info | Trial 0 done +2026-02-13 03:13:52 | INFO | PID:1205 | slm_lab.cli.main:run_spec | Output: data/sac_atari_namethisgame_2026_02_12_230011 +2026-02-13 03:13:52 | INFO | PID:1205 | slm_lab.lib.hf:cleanup_models | Cleanup saved 309.2 MB +2026-02-13 03:13:53 | INFO | PID:1205 | slm_lab.lib.hf:upload | Uploading data/sac_atari_namethisgame_2026_02_12_230011 to SLM-Lab/benchmark-dev/data/sac_atari_namethisgame_2026_02_12_230011... diff --git a/data/sac_atari_namethisgame_2026_02_12_230011/log/sac_atari_namethisgame_t0_s0.log b/data/sac_atari_namethisgame_2026_02_12_230011/log/sac_atari_namethisgame_t0_s0.log new file mode 100644 index 0000000000000000000000000000000000000000..6c38f7acd3e83c4b547c2e51030798ea9b2af823 --- /dev/null +++ b/data/sac_atari_namethisgame_2026_02_12_230011/log/sac_atari_namethisgame_t0_s0.log @@ -0,0 +1,982 @@ +2026-02-12 23:00:17 | INFO | PID:1343 | slm_lab.env:_make_vector_env | AtariVectorEnv: 16 envs, native preprocessing +2026-02-12 23:00:59 | INFO | PID:1343 | slm_lab.lib.perf:log_perf_setup | Performance setup: +Platform: GPU NVIDIA RTX A4500 (compute 8.6) +• GPU cuDNN benchmark: enabled +• GPU memory management: enabled +• GPU TF32 acceleration: enabled +2026-02-12 23:01:00 | INFO | PID:1343 | slm_lab.lib.logger:info | SoftActorCritic: +algorithm_spec: + name: SoftActorCritic + action_pdtype: Categorical + action_policy: default + gamma: 0.99 + training_start_step: 1000 + training_frequency: 4 + training_iter: 3 +name: SoftActorCritic +memory_spec: + name: Replay + batch_size: 256 + max_size: 200000 + use_cer: false +action_pdtype: Categorical +training_iter: 3 +training_start_step: 1000 +policy_delay: 1 +entropy_penalty_coef: 0.0 +gamma: 0.99 +training_frequency: 4 +to_train: 0 +_train_step: 0 +shared: False +net: (device:cuda:0) ConvNet( + (conv_model): Sequential( + (0): Conv2d(4, 32, kernel_size=(8, 8), stride=(4, 4)) + (1): ReLU() + (2): Conv2d(32, 64, kernel_size=(4, 4), stride=(2, 2)) + (3): ReLU() + (4): Conv2d(64, 64, kernel_size=(3, 3), stride=(1, 1)) + (5): ReLU() + ) + (fc_model): Sequential( + (0): Linear(in_features=3136, out_features=512, bias=True) + (1): ReLU() + ) + (tails): Sequential( + (0): Linear(in_features=512, out_features=6, bias=True) + ) + (loss_fn): SmoothL1Loss() +) +optim: AdamW ( +Parameter Group 0 + amsgrad: False + betas: (0.9, 0.999) + capturable: False + decoupled_weight_decay: True + differentiable: False + eps: 0.0001 + foreach: None + fused: None + lr: 0.0003 + maximize: False + weight_decay: 0.01 +) +q1_net: (device:cuda:0) ConvNet( + (conv_model): Sequential( + (0): Conv2d(4, 32, kernel_size=(8, 8), stride=(4, 4)) + (1): ReLU() + (2): Conv2d(32, 64, kernel_size=(4, 4), stride=(2, 2)) + (3): ReLU() + (4): Conv2d(64, 64, kernel_size=(3, 3), stride=(1, 1)) + (5): ReLU() + ) + (fc_model): Sequential( + (0): Linear(in_features=3136, out_features=512, bias=True) + (1): ReLU() + ) + (tails): Sequential( + (0): Linear(in_features=512, out_features=6, bias=True) + ) + (loss_fn): SmoothL1Loss() +) +target_q1_net: (device:cuda:0) ConvNet( + (conv_model): Sequential( + (0): Conv2d(4, 32, kernel_size=(8, 8), stride=(4, 4)) + (1): ReLU() + (2): Conv2d(32, 64, kernel_size=(4, 4), stride=(2, 2)) + (3): ReLU() + (4): Conv2d(64, 64, kernel_size=(3, 3), stride=(1, 1)) + (5): ReLU() + ) + (fc_model): Sequential( + (0): Linear(in_features=3136, out_features=512, bias=True) + (1): ReLU() + ) + (tails): Sequential( + (0): Linear(in_features=512, out_features=6, bias=True) + ) + (loss_fn): SmoothL1Loss() +) +q1_optim: AdamW ( +Parameter Group 0 + amsgrad: False + betas: (0.9, 0.999) + capturable: False + decoupled_weight_decay: True + differentiable: False + eps: 0.0001 + foreach: None + fused: None + lr: 0.0003 + maximize: False + weight_decay: 0.01 +) +q2_net: (device:cuda:0) ConvNet( + (conv_model): Sequential( + (0): Conv2d(4, 32, kernel_size=(8, 8), stride=(4, 4)) + (1): ReLU() + (2): Conv2d(32, 64, kernel_size=(4, 4), stride=(2, 2)) + (3): ReLU() + (4): Conv2d(64, 64, kernel_size=(3, 3), stride=(1, 1)) + (5): ReLU() + ) + (fc_model): Sequential( + (0): Linear(in_features=3136, out_features=512, bias=True) + (1): ReLU() + ) + (tails): Sequential( + (0): Linear(in_features=512, out_features=6, bias=True) + ) + (loss_fn): SmoothL1Loss() +) +target_q2_net: (device:cuda:0) ConvNet( + (conv_model): Sequential( + (0): Conv2d(4, 32, kernel_size=(8, 8), stride=(4, 4)) + (1): ReLU() + (2): Conv2d(32, 64, kernel_size=(4, 4), stride=(2, 2)) + (3): ReLU() + (4): Conv2d(64, 64, kernel_size=(3, 3), stride=(1, 1)) + (5): ReLU() + ) + (fc_model): Sequential( + (0): Linear(in_features=3136, out_features=512, bias=True) + (1): ReLU() + ) + (tails): Sequential( + (0): Linear(in_features=512, out_features=6, bias=True) + ) + (loss_fn): SmoothL1Loss() +) +q2_optim: AdamW ( +Parameter Group 0 + amsgrad: False + betas: (0.9, 0.999) + capturable: False + decoupled_weight_decay: True + differentiable: False + eps: 0.0001 + foreach: None + fused: None + lr: 0.0003 + maximize: False + weight_decay: 0.01 +) +net_names: ['net', 'q1_net', 'target_q1_net', 'q2_net', 'target_q2_net'] +target_entropy: 1.0750556815368328 +log_alpha: tensor([0.], device='cuda:0', requires_grad=True) +alpha: tensor([1.], device='cuda:0') +alpha_optim: AdamW ( +Parameter Group 0 + amsgrad: False + betas: (0.9, 0.999) + capturable: False + decoupled_weight_decay: True + differentiable: False + eps: 0.0001 + foreach: None + fused: None + lr: 0.0003 + maximize: False + weight_decay: 0.01 +) +2026-02-12 23:02:12 | INFO | PID:1343 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_namethisgame_t0_s0 [train] +total_reward:133.33 total_reward_ma:133.33 loss:-12.61 fps:89.29 +frame:1.00e+04 wall_t:112 t:625 epi:nan +opt_step:1689 lr:0.0003 alpha:0.6315 +2026-02-12 23:03:27 | INFO | PID:1343 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_namethisgame_t0_s0 [train] +total_reward:560.00 total_reward_ma:346.67 loss:-19.37 fps:107 +frame:2.00e+04 wall_t:187 t:1250 epi:nan +opt_step:3564 lr:0.0003 alpha:0.4039 +2026-02-12 23:04:43 | INFO | PID:1343 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_namethisgame_t0_s0 [train] +total_reward:860.00 total_reward_ma:517.78 loss:-21.8 fps:114.1 +frame:3.00e+04 wall_t:263 t:1875 epi:nan +opt_step:5439 lr:0.0003 alpha:0.2646 +2026-02-12 23:06:01 | INFO | PID:1343 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_namethisgame_t0_s0 [train] +total_reward:1616.00 total_reward_ma:792.33 loss:-23.81 fps:117.3 +frame:4.00e+04 wall_t:341 t:2500 epi:nan +opt_step:7314 lr:0.0003 alpha:0.1749 +2026-02-12 23:07:18 | INFO | PID:1343 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_namethisgame_t0_s0 [train] +total_reward:1795.71 total_reward_ma:993.01 loss:-23.38 fps:119.9 +frame:5.00e+04 wall_t:417 t:3125 epi:nan +opt_step:9189 lr:0.0003 alpha:0.116 +2026-02-12 23:08:33 | INFO | PID:1343 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_namethisgame_t0_s0 [train] +total_reward:1965.56 total_reward_ma:1155.10 loss:-23.38 fps:121.7 +frame:6.00e+04 wall_t:493 t:3750 epi:nan +opt_step:11064 lr:0.0003 alpha:0.07728 +2026-02-12 23:09:50 | INFO | PID:1343 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_namethisgame_t0_s0 [train] +total_reward:1924.50 total_reward_ma:1265.01 loss:-21.96 fps:123 +frame:7.00e+04 wall_t:569 t:4375 epi:nan +opt_step:12939 lr:0.0003 alpha:0.05164 +2026-02-12 23:11:07 | INFO | PID:1343 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_namethisgame_t0_s0 [train] +total_reward:1956.54 total_reward_ma:1351.46 loss:-21.38 fps:123.8 +frame:8.00e+04 wall_t:646 t:5000 epi:nan +opt_step:14814 lr:0.0003 alpha:0.03474 +2026-02-12 23:12:23 | INFO | PID:1343 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_namethisgame_t0_s0 [train] +total_reward:1970.00 total_reward_ma:1420.18 loss:-19.73 fps:124.5 +frame:9.00e+04 wall_t:723 t:5625 epi:nan +opt_step:16689 lr:0.0003 alpha:0.02367 +2026-02-12 23:13:40 | INFO | PID:1343 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_namethisgame_t0_s0 [train] +total_reward:2046.36 total_reward_ma:1482.80 loss:-18.88 fps:125.2 +frame:1.00e+05 wall_t:799 t:6250 epi:nan +opt_step:18564 lr:0.0003 alpha:0.01629 +2026-02-12 23:14:55 | INFO | PID:1343 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_namethisgame_t0_s0 [train] +total_reward:1993.33 total_reward_ma:1529.21 loss:-17.29 fps:125.7 +frame:1.10e+05 wall_t:875 t:6875 epi:nan +opt_step:20439 lr:0.0003 alpha:0.01163 +2026-02-12 23:16:11 | INFO | PID:1343 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_namethisgame_t0_s0 [train] +total_reward:2039.23 total_reward_ma:1571.71 loss:-16.41 fps:126.2 +frame:1.20e+05 wall_t:951 t:7500 epi:nan +opt_step:22314 lr:0.0003 alpha:0.008652 +2026-02-12 23:17:28 | INFO | PID:1343 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_namethisgame_t0_s0 [train] +total_reward:2116.22 total_reward_ma:1613.60 loss:-15.18 fps:126.6 +frame:1.30e+05 wall_t:1027 t:8125 epi:nan +opt_step:24189 lr:0.0003 alpha:0.006837 +2026-02-12 23:18:44 | INFO | PID:1343 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_namethisgame_t0_s0 [train] +total_reward:2096.20 total_reward_ma:1648.07 loss:-14.29 fps:126.8 +frame:1.40e+05 wall_t:1104 t:8750 epi:nan +opt_step:26064 lr:0.0003 alpha:0.006738 +2026-02-12 23:20:00 | INFO | PID:1343 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_namethisgame_t0_s0 [train] +total_reward:2115.85 total_reward_ma:1679.26 loss:-13.22 fps:127.2 +frame:1.50e+05 wall_t:1179 t:9375 epi:nan +opt_step:27939 lr:0.0003 alpha:0.006738 +2026-02-12 23:21:16 | INFO | PID:1343 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_namethisgame_t0_s0 [train] +total_reward:2031.67 total_reward_ma:1701.28 loss:-12.6 fps:127.4 +frame:1.60e+05 wall_t:1256 t:10000 epi:nan +opt_step:29814 lr:0.0003 alpha:0.006738 +2026-02-12 23:22:33 | INFO | PID:1343 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_namethisgame_t0_s0 [train] +total_reward:2029.52 total_reward_ma:1720.59 loss:-11.76 fps:127.6 +frame:1.70e+05 wall_t:1332 t:10625 epi:nan +opt_step:31689 lr:0.0003 alpha:0.006738 +2026-02-12 23:23:49 | INFO | PID:1343 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_namethisgame_t0_s0 [train] +total_reward:2003.03 total_reward_ma:1736.28 loss:-11.32 fps:127.8 +frame:1.80e+05 wall_t:1408 t:11250 epi:nan +opt_step:33564 lr:0.0003 alpha:0.006738 +2026-02-12 23:25:05 | INFO | PID:1343 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_namethisgame_t0_s0 [train] +total_reward:1981.86 total_reward_ma:1749.21 loss:-10.73 fps:127.9 +frame:1.90e+05 wall_t:1485 t:11875 epi:nan +opt_step:35439 lr:0.0003 alpha:0.007139 +2026-02-12 23:26:21 | INFO | PID:1343 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_namethisgame_t0_s0 [train] +total_reward:2008.31 total_reward_ma:1762.16 loss:-10.3 fps:128.1 +frame:2.00e+05 wall_t:1561 t:12500 epi:nan +opt_step:37314 lr:0.0003 alpha:0.007852 +2026-02-12 23:27:37 | INFO | PID:1343 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_namethisgame_t0_s0 [train] +total_reward:2004.38 total_reward_ma:1773.70 loss:-9.81 fps:128.3 +frame:2.10e+05 wall_t:1637 t:13125 epi:nan +opt_step:39189 lr:0.0003 alpha:0.007699 +2026-02-12 23:28:54 | INFO | PID:1343 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_namethisgame_t0_s0 [train] +total_reward:1971.72 total_reward_ma:1782.70 loss:-9.368 fps:128.4 +frame:2.20e+05 wall_t:1714 t:13750 epi:nan +opt_step:41064 lr:0.0003 alpha:0.007598 +2026-02-12 23:30:10 | INFO | PID:1343 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_namethisgame_t0_s0 [train] +total_reward:1940.55 total_reward_ma:1789.56 loss:-9.048 fps:128.5 +frame:2.30e+05 wall_t:1790 t:14375 epi:nan +opt_step:42939 lr:0.0003 alpha:0.006943 +2026-02-12 23:31:26 | INFO | PID:1343 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_namethisgame_t0_s0 [train] +total_reward:1940.22 total_reward_ma:1795.84 loss:-8.474 fps:128.6 +frame:2.40e+05 wall_t:1866 t:15000 epi:nan +opt_step:44814 lr:0.0003 alpha:0.007666 +2026-02-12 23:32:43 | INFO | PID:1343 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_namethisgame_t0_s0 [train] +total_reward:1946.22 total_reward_ma:1801.85 loss:-7.884 fps:128.7 +frame:2.50e+05 wall_t:1943 t:15625 epi:nan +opt_step:46689 lr:0.0003 alpha:0.007242 +2026-02-12 23:33:59 | INFO | PID:1343 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_namethisgame_t0_s0 [train] +total_reward:1958.00 total_reward_ma:1807.86 loss:-7.905 fps:128.8 +frame:2.60e+05 wall_t:2019 t:16250 epi:nan +opt_step:48564 lr:0.0003 alpha:0.007927 +2026-02-12 23:35:15 | INFO | PID:1343 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_namethisgame_t0_s0 [train] +total_reward:1979.60 total_reward_ma:1814.22 loss:-7.584 fps:128.9 +frame:2.70e+05 wall_t:2094 t:16875 epi:nan +opt_step:50439 lr:0.0003 alpha:0.008027 +2026-02-12 23:36:31 | INFO | PID:1343 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_namethisgame_t0_s0 [train] +total_reward:1993.70 total_reward_ma:1820.63 loss:-7.659 fps:129 +frame:2.80e+05 wall_t:2171 t:17500 epi:nan +opt_step:52314 lr:0.0003 alpha:0.009316 +2026-02-12 23:37:47 | INFO | PID:1343 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_namethisgame_t0_s0 [train] +total_reward:1934.00 total_reward_ma:1824.54 loss:-7.234 fps:129.1 +frame:2.90e+05 wall_t:2247 t:18125 epi:nan +opt_step:54189 lr:0.0003 alpha:0.01031 +2026-02-12 23:39:03 | INFO | PID:1343 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_namethisgame_t0_s0 [train] +total_reward:1909.40 total_reward_ma:1827.37 loss:-7.12 fps:129.1 +frame:3.00e+05 wall_t:2323 t:18750 epi:nan +opt_step:56064 lr:0.0003 alpha:0.01085 +2026-02-12 23:40:19 | INFO | PID:1343 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_namethisgame_t0_s0 [train] +total_reward:1911.70 total_reward_ma:1830.09 loss:-6.935 fps:129.2 +frame:3.10e+05 wall_t:2399 t:19375 epi:nan +opt_step:57939 lr:0.0003 alpha:0.01167 +2026-02-12 23:41:35 | INFO | PID:1343 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_namethisgame_t0_s0 [train] +total_reward:1894.90 total_reward_ma:1832.11 loss:-6.756 fps:129.3 +frame:3.20e+05 wall_t:2475 t:20000 epi:nan +opt_step:59814 lr:0.0003 alpha:0.01129 +2026-02-12 23:42:51 | INFO | PID:1343 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_namethisgame_t0_s0 [train] +total_reward:1853.80 total_reward_ma:1832.77 loss:-6.734 fps:129.4 +frame:3.30e+05 wall_t:2551 t:20625 epi:nan +opt_step:61689 lr:0.0003 alpha:0.01049 +2026-02-12 23:44:08 | INFO | PID:1343 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_namethisgame_t0_s0 [train] +total_reward:1849.50 total_reward_ma:1833.26 loss:-6.161 fps:129.4 +frame:3.40e+05 wall_t:2628 t:21250 epi:nan +opt_step:63564 lr:0.0003 alpha:0.01155 +2026-02-12 23:45:25 | INFO | PID:1343 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_namethisgame_t0_s0 [train] +total_reward:1822.70 total_reward_ma:1832.96 loss:-6.33 fps:129.4 +frame:3.50e+05 wall_t:2704 t:21875 epi:nan +opt_step:65439 lr:0.0003 alpha:0.01147 +2026-02-12 23:46:41 | INFO | PID:1343 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_namethisgame_t0_s0 [train] +total_reward:1843.90 total_reward_ma:1833.26 loss:-5.966 fps:129.5 +frame:3.60e+05 wall_t:2780 t:22500 epi:nan +opt_step:67314 lr:0.0003 alpha:0.01252 +2026-02-12 23:47:57 | INFO | PID:1343 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_namethisgame_t0_s0 [train] +total_reward:1830.10 total_reward_ma:1833.18 loss:-6.142 fps:129.5 +frame:3.70e+05 wall_t:2857 t:23125 epi:nan +opt_step:69189 lr:0.0003 alpha:0.01321 +2026-02-12 23:49:13 | INFO | PID:1343 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_namethisgame_t0_s0 [train] +total_reward:1838.70 total_reward_ma:1833.32 loss:-6.04 fps:129.6 +frame:3.80e+05 wall_t:2933 t:23750 epi:nan +opt_step:71064 lr:0.0003 alpha:0.01462 +2026-02-12 23:50:29 | INFO | PID:1343 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_namethisgame_t0_s0 [train] +total_reward:1857.70 total_reward_ma:1833.95 loss:-6.231 fps:129.6 +frame:3.90e+05 wall_t:3009 t:24375 epi:nan +opt_step:72939 lr:0.0003 alpha:0.01384 +2026-02-12 23:51:45 | INFO | PID:1343 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_namethisgame_t0_s0 [train] +total_reward:1888.90 total_reward_ma:1835.32 loss:-5.848 fps:129.7 +frame:4.00e+05 wall_t:3085 t:25000 epi:nan +opt_step:74814 lr:0.0003 alpha:0.01519 +2026-02-12 23:53:01 | INFO | PID:1343 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_namethisgame_t0_s0 [train] +total_reward:1967.30 total_reward_ma:1838.54 loss:-6.189 fps:129.7 +frame:4.10e+05 wall_t:3161 t:25625 epi:nan +opt_step:76689 lr:0.0003 alpha:0.01735 +2026-02-12 23:54:17 | INFO | PID:1343 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_namethisgame_t0_s0 [train] +total_reward:1975.00 total_reward_ma:1841.79 loss:-6.04 fps:129.7 +frame:4.20e+05 wall_t:3237 t:26250 epi:nan +opt_step:78564 lr:0.0003 alpha:0.01961 +2026-02-12 23:55:32 | INFO | PID:1343 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_namethisgame_t0_s0 [train] +total_reward:2053.60 total_reward_ma:1846.72 loss:-6.365 fps:129.8 +frame:4.30e+05 wall_t:3312 t:26875 epi:nan +opt_step:80439 lr:0.0003 alpha:0.02161 +2026-02-12 23:56:49 | INFO | PID:1343 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_namethisgame_t0_s0 [train] +total_reward:2111.60 total_reward_ma:1852.74 loss:-6.665 fps:129.9 +frame:4.40e+05 wall_t:3388 t:27500 epi:nan +opt_step:82314 lr:0.0003 alpha:0.02317 +2026-02-12 23:58:05 | INFO | PID:1343 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_namethisgame_t0_s0 [train] +total_reward:2175.20 total_reward_ma:1859.90 loss:-7.02 fps:129.9 +frame:4.50e+05 wall_t:3464 t:28125 epi:nan +opt_step:84189 lr:0.0003 alpha:0.02526 +2026-02-12 23:59:21 | INFO | PID:1343 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_namethisgame_t0_s0 [train] +total_reward:2267.50 total_reward_ma:1868.76 loss:-7.191 fps:129.9 +frame:4.60e+05 wall_t:3540 t:28750 epi:nan +opt_step:86064 lr:0.0003 alpha:0.02655 +2026-02-13 00:00:37 | INFO | PID:1343 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_namethisgame_t0_s0 [train] +total_reward:2267.50 total_reward_ma:1877.25 loss:-7.599 fps:130 +frame:4.70e+05 wall_t:3616 t:29375 epi:nan +opt_step:87939 lr:0.0003 alpha:0.02616 +2026-02-13 00:01:53 | INFO | PID:1343 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_namethisgame_t0_s0 [train] +total_reward:2295.40 total_reward_ma:1885.96 loss:-7.683 fps:130 +frame:4.80e+05 wall_t:3692 t:30000 epi:nan +opt_step:89814 lr:0.0003 alpha:0.02759 +2026-02-13 00:03:09 | INFO | PID:1343 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_namethisgame_t0_s0 [train] +total_reward:2328.40 total_reward_ma:1894.99 loss:-8.072 fps:130 +frame:4.90e+05 wall_t:3769 t:30625 epi:nan +opt_step:91689 lr:0.0003 alpha:0.02896 +2026-02-13 00:04:25 | INFO | PID:1343 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_namethisgame_t0_s0 [train] +total_reward:2487.50 total_reward_ma:1906.84 loss:-8.332 fps:130 +frame:5.00e+05 wall_t:3845 t:31250 epi:nan +opt_step:93564 lr:0.0003 alpha:0.03057 +2026-02-13 00:05:42 | INFO | PID:1343 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_namethisgame_t0_s0 [train] +total_reward:2566.10 total_reward_ma:1919.76 loss:-8.415 fps:130.1 +frame:5.10e+05 wall_t:3921 t:31875 epi:nan +opt_step:95439 lr:0.0003 alpha:0.03142 +2026-02-13 00:06:58 | INFO | PID:1343 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_namethisgame_t0_s0 [train] +total_reward:2654.00 total_reward_ma:1933.88 loss:-9.038 fps:130.1 +frame:5.20e+05 wall_t:3997 t:32500 epi:nan +opt_step:97314 lr:0.0003 alpha:0.03267 +2026-02-13 00:08:14 | INFO | PID:1343 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_namethisgame_t0_s0 [train] +total_reward:2837.50 total_reward_ma:1950.93 loss:-9.07 fps:130.1 +frame:5.30e+05 wall_t:4074 t:33125 epi:nan +opt_step:99189 lr:0.0003 alpha:0.03437 +2026-02-13 00:09:30 | INFO | PID:1343 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_namethisgame_t0_s0 [train] +total_reward:2918.90 total_reward_ma:1968.86 loss:-9.494 fps:130.1 +frame:5.40e+05 wall_t:4150 t:33750 epi:nan +opt_step:101064 lr:0.0003 alpha:0.03492 +2026-02-13 00:10:45 | INFO | PID:1343 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_namethisgame_t0_s0 [train] +total_reward:2951.80 total_reward_ma:1986.73 loss:-9.614 fps:130.2 +frame:5.50e+05 wall_t:4225 t:34375 epi:nan +opt_step:102939 lr:0.0003 alpha:0.03657 +2026-02-13 00:12:02 | INFO | PID:1343 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_namethisgame_t0_s0 [train] +total_reward:3031.20 total_reward_ma:2005.38 loss:-9.572 fps:130.2 +frame:5.60e+05 wall_t:4301 t:35000 epi:nan +opt_step:104814 lr:0.0003 alpha:0.03892 +2026-02-13 00:13:18 | INFO | PID:1343 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_namethisgame_t0_s0 [train] +total_reward:3208.30 total_reward_ma:2026.49 loss:-10.18 fps:130.2 +frame:5.70e+05 wall_t:4378 t:35625 epi:nan +opt_step:106689 lr:0.0003 alpha:0.03917 +2026-02-13 00:14:34 | INFO | PID:1343 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_namethisgame_t0_s0 [train] +total_reward:3356.20 total_reward_ma:2049.41 loss:-10.67 fps:130.2 +frame:5.80e+05 wall_t:4454 t:36250 epi:nan +opt_step:108564 lr:0.0003 alpha:0.04132 +2026-02-13 00:15:50 | INFO | PID:1343 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_namethisgame_t0_s0 [train] +total_reward:3385.70 total_reward_ma:2072.06 loss:-10.67 fps:130.3 +frame:5.90e+05 wall_t:4529 t:36875 epi:nan +opt_step:110439 lr:0.0003 alpha:0.04089 +2026-02-13 00:17:05 | INFO | PID:1343 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_namethisgame_t0_s0 [train] +total_reward:3506.30 total_reward_ma:2095.97 loss:-11.14 fps:130.3 +frame:6.00e+05 wall_t:4605 t:37500 epi:nan +opt_step:112314 lr:0.0003 alpha:0.04257 +2026-02-13 00:18:21 | INFO | PID:1343 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_namethisgame_t0_s0 [train] +total_reward:3534.20 total_reward_ma:2119.54 loss:-11.28 fps:130.3 +frame:6.10e+05 wall_t:4681 t:38125 epi:nan +opt_step:114189 lr:0.0003 alpha:0.04324 +2026-02-13 00:19:36 | INFO | PID:1343 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_namethisgame_t0_s0 [train] +total_reward:3605.30 total_reward_ma:2143.51 loss:-11.32 fps:130.4 +frame:6.20e+05 wall_t:4756 t:38750 epi:nan +opt_step:116064 lr:0.0003 alpha:0.04439 +2026-02-13 00:20:52 | INFO | PID:1343 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_namethisgame_t0_s0 [train] +total_reward:3774.80 total_reward_ma:2169.40 loss:-11.72 fps:130.4 +frame:6.30e+05 wall_t:4832 t:39375 epi:nan +opt_step:117939 lr:0.0003 alpha:0.04593 +2026-02-13 00:22:08 | INFO | PID:1343 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_namethisgame_t0_s0 [train] +total_reward:3836.10 total_reward_ma:2195.44 loss:-12.11 fps:130.4 +frame:6.40e+05 wall_t:4908 t:40000 epi:nan +opt_step:119814 lr:0.0003 alpha:0.04604 +2026-02-13 00:23:25 | INFO | PID:1343 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_namethisgame_t0_s0 [train] +total_reward:3986.30 total_reward_ma:2222.99 loss:-12.5 fps:130.4 +frame:6.50e+05 wall_t:4984 t:40625 epi:nan +opt_step:121689 lr:0.0003 alpha:0.0468 +2026-02-13 00:24:40 | INFO | PID:1343 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_namethisgame_t0_s0 [train] +total_reward:4032.10 total_reward_ma:2250.40 loss:-13.04 fps:130.4 +frame:6.60e+05 wall_t:5060 t:41250 epi:nan +opt_step:123564 lr:0.0003 alpha:0.04718 +2026-02-13 00:25:56 | INFO | PID:1343 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_namethisgame_t0_s0 [train] +total_reward:4215.80 total_reward_ma:2279.74 loss:-13.02 fps:130.5 +frame:6.70e+05 wall_t:5136 t:41875 epi:nan +opt_step:125439 lr:0.0003 alpha:0.04835 +2026-02-13 00:27:12 | INFO | PID:1343 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_namethisgame_t0_s0 [train] +total_reward:4248.40 total_reward_ma:2308.69 loss:-13.64 fps:130.5 +frame:6.80e+05 wall_t:5211 t:42500 epi:nan +opt_step:127314 lr:0.0003 alpha:0.0492 +2026-02-13 00:28:27 | INFO | PID:1343 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_namethisgame_t0_s0 [train] +total_reward:4379.50 total_reward_ma:2338.70 loss:-13.72 fps:130.5 +frame:6.90e+05 wall_t:5287 t:43125 epi:nan +opt_step:129189 lr:0.0003 alpha:0.04804 +2026-02-13 00:29:43 | INFO | PID:1343 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_namethisgame_t0_s0 [train] +total_reward:4377.90 total_reward_ma:2367.83 loss:-14.08 fps:130.5 +frame:7.00e+05 wall_t:5362 t:43750 epi:nan +opt_step:131064 lr:0.0003 alpha:0.04788 +2026-02-13 00:30:58 | INFO | PID:1343 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_namethisgame_t0_s0 [train] +total_reward:4485.20 total_reward_ma:2397.66 loss:-14.02 fps:130.6 +frame:7.10e+05 wall_t:5438 t:44375 epi:nan +opt_step:132939 lr:0.0003 alpha:0.04807 +2026-02-13 00:32:14 | INFO | PID:1343 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_namethisgame_t0_s0 [train] +total_reward:4531.20 total_reward_ma:2427.29 loss:-14.85 fps:130.6 +frame:7.20e+05 wall_t:5514 t:45000 epi:nan +opt_step:134814 lr:0.0003 alpha:0.04787 +2026-02-13 00:33:30 | INFO | PID:1343 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_namethisgame_t0_s0 [train] +total_reward:4641.40 total_reward_ma:2457.62 loss:-14.05 fps:130.6 +frame:7.30e+05 wall_t:5590 t:45625 epi:nan +opt_step:136689 lr:0.0003 alpha:0.04879 +2026-02-13 00:34:45 | INFO | PID:1343 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_namethisgame_t0_s0 [train] +total_reward:4686.50 total_reward_ma:2487.74 loss:-14.97 fps:130.6 +frame:7.40e+05 wall_t:5665 t:46250 epi:nan +opt_step:138564 lr:0.0003 alpha:0.0491 +2026-02-13 00:36:01 | INFO | PID:1343 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_namethisgame_t0_s0 [train] +total_reward:4726.10 total_reward_ma:2517.58 loss:-14.71 fps:130.6 +frame:7.50e+05 wall_t:5741 t:46875 epi:nan +opt_step:140439 lr:0.0003 alpha:0.04908 +2026-02-13 00:37:17 | INFO | PID:1343 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_namethisgame_t0_s0 [train] +total_reward:4876.30 total_reward_ma:2548.62 loss:-14.96 fps:130.7 +frame:7.60e+05 wall_t:5816 t:47500 epi:nan +opt_step:142314 lr:0.0003 alpha:0.04808 +2026-02-13 00:38:33 | INFO | PID:1343 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_namethisgame_t0_s0 [train] +total_reward:5064.60 total_reward_ma:2581.29 loss:-15.1 fps:130.7 +frame:7.70e+05 wall_t:5893 t:48125 epi:nan +opt_step:144189 lr:0.0003 alpha:0.0494 +2026-02-13 00:39:48 | INFO | PID:1343 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_namethisgame_t0_s0 [train] +total_reward:5076.00 total_reward_ma:2613.28 loss:-16.23 fps:130.7 +frame:7.80e+05 wall_t:5968 t:48750 epi:nan +opt_step:146064 lr:0.0003 alpha:0.05083 +2026-02-13 00:41:04 | INFO | PID:1343 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_namethisgame_t0_s0 [train] +total_reward:5156.80 total_reward_ma:2645.47 loss:-15.77 fps:130.7 +frame:7.90e+05 wall_t:6044 t:49375 epi:nan +opt_step:147939 lr:0.0003 alpha:0.05042 +2026-02-13 00:42:20 | INFO | PID:1343 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_namethisgame_t0_s0 [train] +total_reward:5156.80 total_reward_ma:2676.86 loss:-16.02 fps:130.7 +frame:8.00e+05 wall_t:6120 t:50000 epi:nan +opt_step:149814 lr:0.0003 alpha:0.05135 +2026-02-13 00:43:36 | INFO | PID:1343 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_namethisgame_t0_s0 [train] +total_reward:5170.40 total_reward_ma:2707.65 loss:-16.11 fps:130.8 +frame:8.10e+05 wall_t:6195 t:50625 epi:nan +opt_step:151689 lr:0.0003 alpha:0.05281 +2026-02-13 00:44:51 | INFO | PID:1343 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_namethisgame_t0_s0 [train] +total_reward:5183.80 total_reward_ma:2737.85 loss:-15.62 fps:130.8 +frame:8.20e+05 wall_t:6271 t:51250 epi:nan +opt_step:153564 lr:0.0003 alpha:0.05203 +2026-02-13 00:46:07 | INFO | PID:1343 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_namethisgame_t0_s0 [train] +total_reward:5209.80 total_reward_ma:2767.63 loss:-16.48 fps:130.8 +frame:8.30e+05 wall_t:6347 t:51875 epi:nan +opt_step:155439 lr:0.0003 alpha:0.05231 +2026-02-13 00:47:23 | INFO | PID:1343 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_namethisgame_t0_s0 [train] +total_reward:5281.50 total_reward_ma:2797.56 loss:-16.42 fps:130.8 +frame:8.40e+05 wall_t:6423 t:52500 epi:nan +opt_step:157314 lr:0.0003 alpha:0.05205 +2026-02-13 00:48:39 | INFO | PID:1343 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_namethisgame_t0_s0 [train] +total_reward:5254.10 total_reward_ma:2826.46 loss:-16.44 fps:130.8 +frame:8.50e+05 wall_t:6499 t:53125 epi:nan +opt_step:159189 lr:0.0003 alpha:0.05171 +2026-02-13 00:49:55 | INFO | PID:1343 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_namethisgame_t0_s0 [train] +total_reward:5238.10 total_reward_ma:2854.50 loss:-16.87 fps:130.8 +frame:8.60e+05 wall_t:6574 t:53750 epi:nan +opt_step:161064 lr:0.0003 alpha:0.05134 +2026-02-13 00:51:10 | INFO | PID:1343 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_namethisgame_t0_s0 [train] +total_reward:5240.00 total_reward_ma:2881.92 loss:-16.25 fps:130.8 +frame:8.70e+05 wall_t:6650 t:54375 epi:nan +opt_step:162939 lr:0.0003 alpha:0.05067 +2026-02-13 00:52:26 | INFO | PID:1343 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_namethisgame_t0_s0 [train] +total_reward:5146.50 total_reward_ma:2907.65 loss:-17.06 fps:130.8 +frame:8.80e+05 wall_t:6726 t:55000 epi:nan +opt_step:164814 lr:0.0003 alpha:0.05077 +2026-02-13 00:53:42 | INFO | PID:1343 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_namethisgame_t0_s0 [train] +total_reward:5106.70 total_reward_ma:2932.36 loss:-16.47 fps:130.8 +frame:8.90e+05 wall_t:6802 t:55625 epi:nan +opt_step:166689 lr:0.0003 alpha:0.05149 +2026-02-13 00:54:57 | INFO | PID:1343 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_namethisgame_t0_s0 [train] +total_reward:5085.50 total_reward_ma:2956.28 loss:-16.88 fps:130.9 +frame:9.00e+05 wall_t:6877 t:56250 epi:nan +opt_step:168564 lr:0.0003 alpha:0.04947 +2026-02-13 00:56:14 | INFO | PID:1343 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_namethisgame_t0_s0 [train] +total_reward:5041.60 total_reward_ma:2979.20 loss:-17.15 fps:130.9 +frame:9.10e+05 wall_t:6953 t:56875 epi:nan +opt_step:170439 lr:0.0003 alpha:0.0492 +2026-02-13 00:57:30 | INFO | PID:1343 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_namethisgame_t0_s0 [train] +total_reward:5047.20 total_reward_ma:3001.68 loss:-16.41 fps:130.9 +frame:9.20e+05 wall_t:7029 t:57500 epi:nan +opt_step:172314 lr:0.0003 alpha:0.04821 +2026-02-13 00:58:45 | INFO | PID:1343 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_namethisgame_t0_s0 [train] +total_reward:5043.00 total_reward_ma:3023.63 loss:-16.72 fps:130.9 +frame:9.30e+05 wall_t:7105 t:58125 epi:nan +opt_step:174189 lr:0.0003 alpha:0.0474 +2026-02-13 01:00:01 | INFO | PID:1343 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_namethisgame_t0_s0 [train] +total_reward:5048.70 total_reward_ma:3045.17 loss:-17.4 fps:130.9 +frame:9.40e+05 wall_t:7181 t:58750 epi:nan +opt_step:176064 lr:0.0003 alpha:0.04805 +2026-02-13 01:01:17 | INFO | PID:1343 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_namethisgame_t0_s0 [train] +total_reward:4988.60 total_reward_ma:3065.63 loss:-16.7 fps:130.9 +frame:9.50e+05 wall_t:7257 t:59375 epi:nan +opt_step:177939 lr:0.0003 alpha:0.04698 +2026-02-13 01:02:32 | INFO | PID:1343 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_namethisgame_t0_s0 [train] +total_reward:5003.50 total_reward_ma:3085.81 loss:-17.17 fps:130.9 +frame:9.60e+05 wall_t:7332 t:60000 epi:nan +opt_step:179814 lr:0.0003 alpha:0.04734 +2026-02-13 01:03:49 | INFO | PID:1343 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_namethisgame_t0_s0 [train] +total_reward:4947.50 total_reward_ma:3105.01 loss:-16.54 fps:130.9 +frame:9.70e+05 wall_t:7408 t:60625 epi:nan +opt_step:181689 lr:0.0003 alpha:0.0469 +2026-02-13 01:05:05 | INFO | PID:1343 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_namethisgame_t0_s0 [train] +total_reward:4969.20 total_reward_ma:3124.03 loss:-16.45 fps:130.9 +frame:9.80e+05 wall_t:7485 t:61250 epi:nan +opt_step:183564 lr:0.0003 alpha:0.04712 +2026-02-13 01:06:21 | INFO | PID:1343 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_namethisgame_t0_s0 [train] +total_reward:4959.50 total_reward_ma:3142.57 loss:-17.09 fps:131 +frame:9.90e+05 wall_t:7560 t:61875 epi:nan +opt_step:185439 lr:0.0003 alpha:0.04664 +2026-02-13 01:07:37 | INFO | PID:1343 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_namethisgame_t0_s0 [train] +total_reward:4913.30 total_reward_ma:3160.28 loss:-17.03 fps:130.9 +frame:1.00e+06 wall_t:7637 t:62500 epi:nan +opt_step:187314 lr:0.0003 alpha:0.04727 +2026-02-13 01:08:53 | INFO | PID:1343 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_namethisgame_t0_s0 [train] +total_reward:4877.60 total_reward_ma:3207.72 loss:-16.93 fps:130.9 +frame:1.01e+06 wall_t:7713 t:63125 epi:nan +opt_step:189189 lr:0.0003 alpha:0.04765 +2026-02-13 01:10:10 | INFO | PID:1343 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_namethisgame_t0_s0 [train] +total_reward:4867.80 total_reward_ma:3250.80 loss:-16.7 fps:130.9 +frame:1.02e+06 wall_t:7790 t:63750 epi:nan +opt_step:191064 lr:0.0003 alpha:0.04856 +2026-02-13 01:11:26 | INFO | PID:1343 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_namethisgame_t0_s0 [train] +total_reward:4820.60 total_reward_ma:3290.40 loss:-16.91 fps:130.9 +frame:1.03e+06 wall_t:7866 t:64375 epi:nan +opt_step:192939 lr:0.0003 alpha:0.04872 +2026-02-13 01:12:42 | INFO | PID:1343 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_namethisgame_t0_s0 [train] +total_reward:4797.00 total_reward_ma:3322.21 loss:-17.11 fps:130.9 +frame:1.04e+06 wall_t:7942 t:65000 epi:nan +opt_step:194814 lr:0.0003 alpha:0.05005 +2026-02-13 01:13:58 | INFO | PID:1343 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_namethisgame_t0_s0 [train] +total_reward:4772.90 total_reward_ma:3351.99 loss:-16.56 fps:131 +frame:1.05e+06 wall_t:8018 t:65625 epi:nan +opt_step:196689 lr:0.0003 alpha:0.04807 +2026-02-13 01:15:14 | INFO | PID:1343 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_namethisgame_t0_s0 [train] +total_reward:4803.40 total_reward_ma:3380.36 loss:-17.03 fps:131 +frame:1.06e+06 wall_t:8094 t:66250 epi:nan +opt_step:198564 lr:0.0003 alpha:0.0487 +2026-02-13 01:16:30 | INFO | PID:1343 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_namethisgame_t0_s0 [train] +total_reward:4763.10 total_reward_ma:3408.75 loss:-17.35 fps:131 +frame:1.07e+06 wall_t:8170 t:66875 epi:nan +opt_step:200439 lr:0.0003 alpha:0.04785 +2026-02-13 01:17:46 | INFO | PID:1343 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_namethisgame_t0_s0 [train] +total_reward:4755.20 total_reward_ma:3436.74 loss:-16.99 fps:131 +frame:1.08e+06 wall_t:8246 t:67500 epi:nan +opt_step:202314 lr:0.0003 alpha:0.04896 +2026-02-13 01:19:01 | INFO | PID:1343 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_namethisgame_t0_s0 [train] +total_reward:4772.30 total_reward_ma:3464.76 loss:-17.13 fps:131 +frame:1.09e+06 wall_t:8321 t:68125 epi:nan +opt_step:204189 lr:0.0003 alpha:0.04801 +2026-02-13 01:20:16 | INFO | PID:1343 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_namethisgame_t0_s0 [train] +total_reward:4731.30 total_reward_ma:3491.61 loss:-16.76 fps:131 +frame:1.10e+06 wall_t:8396 t:68750 epi:nan +opt_step:206064 lr:0.0003 alpha:0.04822 +2026-02-13 01:21:32 | INFO | PID:1343 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_namethisgame_t0_s0 [train] +total_reward:4668.10 total_reward_ma:3518.36 loss:-16.95 fps:131 +frame:1.11e+06 wall_t:8472 t:69375 epi:nan +opt_step:207939 lr:0.0003 alpha:0.04868 +2026-02-13 01:22:49 | INFO | PID:1343 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_namethisgame_t0_s0 [train] +total_reward:4742.50 total_reward_ma:3545.39 loss:-16.67 fps:131 +frame:1.12e+06 wall_t:8549 t:70000 epi:nan +opt_step:209814 lr:0.0003 alpha:0.04721 +2026-02-13 01:24:05 | INFO | PID:1343 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_namethisgame_t0_s0 [train] +total_reward:4701.60 total_reward_ma:3571.24 loss:-17.05 fps:131 +frame:1.13e+06 wall_t:8625 t:70625 epi:nan +opt_step:211689 lr:0.0003 alpha:0.04568 +2026-02-13 01:25:21 | INFO | PID:1343 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_namethisgame_t0_s0 [train] +total_reward:4721.20 total_reward_ma:3597.49 loss:-16.74 fps:131 +frame:1.14e+06 wall_t:8700 t:71250 epi:nan +opt_step:213564 lr:0.0003 alpha:0.04649 +2026-02-13 01:26:37 | INFO | PID:1343 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_namethisgame_t0_s0 [train] +total_reward:4679.20 total_reward_ma:3623.13 loss:-17.13 fps:131 +frame:1.15e+06 wall_t:8777 t:71875 epi:nan +opt_step:215439 lr:0.0003 alpha:0.04642 +2026-02-13 01:27:52 | INFO | PID:1343 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_namethisgame_t0_s0 [train] +total_reward:4667.40 total_reward_ma:3649.48 loss:-17 fps:131 +frame:1.16e+06 wall_t:8852 t:72500 epi:nan +opt_step:217314 lr:0.0003 alpha:0.04687 +2026-02-13 01:29:08 | INFO | PID:1343 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_namethisgame_t0_s0 [train] +total_reward:4694.90 total_reward_ma:3676.14 loss:-17.21 fps:131 +frame:1.17e+06 wall_t:8928 t:73125 epi:nan +opt_step:219189 lr:0.0003 alpha:0.04698 +2026-02-13 01:30:24 | INFO | PID:1343 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_namethisgame_t0_s0 [train] +total_reward:4692.60 total_reward_ma:3703.03 loss:-17.08 fps:131.1 +frame:1.18e+06 wall_t:9004 t:73750 epi:nan +opt_step:221064 lr:0.0003 alpha:0.04797 +2026-02-13 01:31:40 | INFO | PID:1343 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_namethisgame_t0_s0 [train] +total_reward:4667.30 total_reward_ma:3729.89 loss:-17.48 fps:131.1 +frame:1.19e+06 wall_t:9080 t:74375 epi:nan +opt_step:222939 lr:0.0003 alpha:0.04824 +2026-02-13 01:32:55 | INFO | PID:1343 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_namethisgame_t0_s0 [train] +total_reward:4667.50 total_reward_ma:3756.48 loss:-18.03 fps:131.1 +frame:1.20e+06 wall_t:9155 t:75000 epi:nan +opt_step:224814 lr:0.0003 alpha:0.04754 +2026-02-13 01:34:10 | INFO | PID:1343 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_namethisgame_t0_s0 [train] +total_reward:4694.20 total_reward_ma:3783.38 loss:-17.62 fps:131.1 +frame:1.21e+06 wall_t:9230 t:75625 epi:nan +opt_step:226689 lr:0.0003 alpha:0.04577 +2026-02-13 01:35:26 | INFO | PID:1343 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_namethisgame_t0_s0 [train] +total_reward:4686.60 total_reward_ma:3810.53 loss:-16.96 fps:131.1 +frame:1.22e+06 wall_t:9306 t:76250 epi:nan +opt_step:228564 lr:0.0003 alpha:0.04651 +2026-02-13 01:36:42 | INFO | PID:1343 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_namethisgame_t0_s0 [train] +total_reward:4699.10 total_reward_ma:3838.11 loss:-17.5 fps:131.1 +frame:1.23e+06 wall_t:9382 t:76875 epi:nan +opt_step:230439 lr:0.0003 alpha:0.04645 +2026-02-13 01:37:58 | INFO | PID:1343 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_namethisgame_t0_s0 [train] +total_reward:4798.80 total_reward_ma:3866.70 loss:-17.85 fps:131.1 +frame:1.24e+06 wall_t:9458 t:77500 epi:nan +opt_step:232314 lr:0.0003 alpha:0.04566 +2026-02-13 01:39:14 | INFO | PID:1343 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_namethisgame_t0_s0 [train] +total_reward:4732.80 total_reward_ma:3894.56 loss:-17.28 fps:131.1 +frame:1.25e+06 wall_t:9533 t:78125 epi:nan +opt_step:234189 lr:0.0003 alpha:0.04641 +2026-02-13 01:40:29 | INFO | PID:1343 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_namethisgame_t0_s0 [train] +total_reward:4688.10 total_reward_ma:3921.86 loss:-17.17 fps:131.1 +frame:1.26e+06 wall_t:9609 t:78750 epi:nan +opt_step:236064 lr:0.0003 alpha:0.04462 +2026-02-13 01:41:45 | INFO | PID:1343 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_namethisgame_t0_s0 [train] +total_reward:4634.50 total_reward_ma:3948.41 loss:-17.45 fps:131.1 +frame:1.27e+06 wall_t:9685 t:79375 epi:nan +opt_step:237939 lr:0.0003 alpha:0.04483 +2026-02-13 01:43:01 | INFO | PID:1343 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_namethisgame_t0_s0 [train] +total_reward:4648.50 total_reward_ma:3974.96 loss:-17.79 fps:131.1 +frame:1.28e+06 wall_t:9760 t:80000 epi:nan +opt_step:239814 lr:0.0003 alpha:0.04559 +2026-02-13 01:44:16 | INFO | PID:1343 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_namethisgame_t0_s0 [train] +total_reward:4602.30 total_reward_ma:4001.65 loss:-17.33 fps:131.2 +frame:1.29e+06 wall_t:9836 t:80625 epi:nan +opt_step:241689 lr:0.0003 alpha:0.04521 +2026-02-13 01:45:32 | INFO | PID:1343 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_namethisgame_t0_s0 [train] +total_reward:4591.40 total_reward_ma:4028.47 loss:-17.46 fps:131.2 +frame:1.30e+06 wall_t:9912 t:81250 epi:nan +opt_step:243564 lr:0.0003 alpha:0.045 +2026-02-13 01:46:48 | INFO | PID:1343 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_namethisgame_t0_s0 [train] +total_reward:4596.90 total_reward_ma:4055.32 loss:-17.38 fps:131.2 +frame:1.31e+06 wall_t:9988 t:81875 epi:nan +opt_step:245439 lr:0.0003 alpha:0.04432 +2026-02-13 01:48:04 | INFO | PID:1343 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_namethisgame_t0_s0 [train] +total_reward:4597.20 total_reward_ma:4082.34 loss:-17.04 fps:131.2 +frame:1.32e+06 wall_t:10064 t:82500 epi:nan +opt_step:247314 lr:0.0003 alpha:0.04476 +2026-02-13 01:49:20 | INFO | PID:1343 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_namethisgame_t0_s0 [train] +total_reward:4609.70 total_reward_ma:4109.90 loss:-17.61 fps:131.2 +frame:1.33e+06 wall_t:10140 t:83125 epi:nan +opt_step:249189 lr:0.0003 alpha:0.043 +2026-02-13 01:50:36 | INFO | PID:1343 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_namethisgame_t0_s0 [train] +total_reward:4570.40 total_reward_ma:4137.11 loss:-17.28 fps:131.2 +frame:1.34e+06 wall_t:10215 t:83750 epi:nan +opt_step:251064 lr:0.0003 alpha:0.04326 +2026-02-13 01:51:51 | INFO | PID:1343 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_namethisgame_t0_s0 [train] +total_reward:4556.50 total_reward_ma:4164.45 loss:-16.5 fps:131.2 +frame:1.35e+06 wall_t:10291 t:84375 epi:nan +opt_step:252939 lr:0.0003 alpha:0.04352 +2026-02-13 01:53:07 | INFO | PID:1343 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_namethisgame_t0_s0 [train] +total_reward:4538.10 total_reward_ma:4191.39 loss:-16.33 fps:131.2 +frame:1.36e+06 wall_t:10367 t:85000 epi:nan +opt_step:254814 lr:0.0003 alpha:0.04323 +2026-02-13 01:54:23 | INFO | PID:1343 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_namethisgame_t0_s0 [train] +total_reward:4538.80 total_reward_ma:4218.48 loss:-16.61 fps:131.2 +frame:1.37e+06 wall_t:10443 t:85625 epi:nan +opt_step:256689 lr:0.0003 alpha:0.04313 +2026-02-13 01:55:39 | INFO | PID:1343 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_namethisgame_t0_s0 [train] +total_reward:4559.40 total_reward_ma:4245.68 loss:-16.92 fps:131.2 +frame:1.38e+06 wall_t:10519 t:86250 epi:nan +opt_step:258564 lr:0.0003 alpha:0.04309 +2026-02-13 01:56:55 | INFO | PID:1343 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_namethisgame_t0_s0 [train] +total_reward:4614.30 total_reward_ma:4273.25 loss:-16.71 fps:131.2 +frame:1.39e+06 wall_t:10595 t:86875 epi:nan +opt_step:260439 lr:0.0003 alpha:0.04345 +2026-02-13 01:58:11 | INFO | PID:1343 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_namethisgame_t0_s0 [train] +total_reward:4533.90 total_reward_ma:4299.70 loss:-16.94 fps:131.2 +frame:1.40e+06 wall_t:10671 t:87500 epi:nan +opt_step:262314 lr:0.0003 alpha:0.04334 +2026-02-13 01:59:27 | INFO | PID:1343 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_namethisgame_t0_s0 [train] +total_reward:4490.40 total_reward_ma:4324.93 loss:-16.79 fps:131.2 +frame:1.41e+06 wall_t:10747 t:88125 epi:nan +opt_step:264189 lr:0.0003 alpha:0.04203 +2026-02-13 02:00:42 | INFO | PID:1343 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_namethisgame_t0_s0 [train] +total_reward:4504.90 total_reward_ma:4350.23 loss:-16.67 fps:131.2 +frame:1.42e+06 wall_t:10822 t:88750 epi:nan +opt_step:266064 lr:0.0003 alpha:0.04039 +2026-02-13 02:01:58 | INFO | PID:1343 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_namethisgame_t0_s0 [train] +total_reward:4468.30 total_reward_ma:4374.38 loss:-16.47 fps:131.2 +frame:1.43e+06 wall_t:10898 t:89375 epi:nan +opt_step:267939 lr:0.0003 alpha:0.04102 +2026-02-13 02:03:14 | INFO | PID:1343 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_namethisgame_t0_s0 [train] +total_reward:4405.10 total_reward_ma:4397.31 loss:-15.88 fps:131.2 +frame:1.44e+06 wall_t:10974 t:90000 epi:nan +opt_step:269814 lr:0.0003 alpha:0.04027 +2026-02-13 02:04:30 | INFO | PID:1343 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_namethisgame_t0_s0 [train] +total_reward:4321.20 total_reward_ma:4418.77 loss:-16.57 fps:131.2 +frame:1.45e+06 wall_t:11050 t:90625 epi:nan +opt_step:271689 lr:0.0003 alpha:0.04022 +2026-02-13 02:05:46 | INFO | PID:1343 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_namethisgame_t0_s0 [train] +total_reward:4287.10 total_reward_ma:4438.97 loss:-15.97 fps:131.2 +frame:1.46e+06 wall_t:11126 t:91250 epi:nan +opt_step:273564 lr:0.0003 alpha:0.03957 +2026-02-13 02:07:02 | INFO | PID:1343 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_namethisgame_t0_s0 [train] +total_reward:4289.40 total_reward_ma:4459.18 loss:-15.89 fps:131.2 +frame:1.47e+06 wall_t:11202 t:91875 epi:nan +opt_step:275439 lr:0.0003 alpha:0.03832 +2026-02-13 02:08:19 | INFO | PID:1343 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_namethisgame_t0_s0 [train] +total_reward:4212.40 total_reward_ma:4478.35 loss:-15.16 fps:131.2 +frame:1.48e+06 wall_t:11279 t:92500 epi:nan +opt_step:277314 lr:0.0003 alpha:0.04009 +2026-02-13 02:09:35 | INFO | PID:1343 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_namethisgame_t0_s0 [train] +total_reward:4172.10 total_reward_ma:4496.79 loss:-16.01 fps:131.2 +frame:1.49e+06 wall_t:11355 t:93125 epi:nan +opt_step:279189 lr:0.0003 alpha:0.03922 +2026-02-13 02:10:51 | INFO | PID:1343 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_namethisgame_t0_s0 [train] +total_reward:4176.20 total_reward_ma:4513.68 loss:-16.3 fps:131.2 +frame:1.50e+06 wall_t:11430 t:93750 epi:nan +opt_step:281064 lr:0.0003 alpha:0.03975 +2026-02-13 02:12:06 | INFO | PID:1343 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_namethisgame_t0_s0 [train] +total_reward:4176.20 total_reward_ma:4529.78 loss:-15.6 fps:131.2 +frame:1.51e+06 wall_t:11506 t:94375 epi:nan +opt_step:282939 lr:0.0003 alpha:0.03945 +2026-02-13 02:13:23 | INFO | PID:1343 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_namethisgame_t0_s0 [train] +total_reward:4122.60 total_reward_ma:4544.47 loss:-15.37 fps:131.2 +frame:1.52e+06 wall_t:11583 t:95000 epi:nan +opt_step:284814 lr:0.0003 alpha:0.03874 +2026-02-13 02:14:39 | INFO | PID:1343 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_namethisgame_t0_s0 [train] +total_reward:4108.80 total_reward_ma:4557.18 loss:-15.47 fps:131.2 +frame:1.53e+06 wall_t:11659 t:95625 epi:nan +opt_step:286689 lr:0.0003 alpha:0.03767 +2026-02-13 02:15:55 | INFO | PID:1343 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_namethisgame_t0_s0 [train] +total_reward:4129.40 total_reward_ma:4569.28 loss:-15.12 fps:131.2 +frame:1.54e+06 wall_t:11735 t:96250 epi:nan +opt_step:288564 lr:0.0003 alpha:0.03783 +2026-02-13 02:17:11 | INFO | PID:1343 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_namethisgame_t0_s0 [train] +total_reward:4148.50 total_reward_ma:4581.25 loss:-15.15 fps:131.2 +frame:1.55e+06 wall_t:11811 t:96875 epi:nan +opt_step:290439 lr:0.0003 alpha:0.0373 +2026-02-13 02:18:27 | INFO | PID:1343 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_namethisgame_t0_s0 [train] +total_reward:4092.70 total_reward_ma:4591.87 loss:-15.74 fps:131.2 +frame:1.56e+06 wall_t:11887 t:97500 epi:nan +opt_step:292314 lr:0.0003 alpha:0.03721 +2026-02-13 02:19:43 | INFO | PID:1343 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_namethisgame_t0_s0 [train] +total_reward:4096.60 total_reward_ma:4600.75 loss:-14.9 fps:131.2 +frame:1.57e+06 wall_t:11963 t:98125 epi:nan +opt_step:294189 lr:0.0003 alpha:0.03723 +2026-02-13 02:20:59 | INFO | PID:1343 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_namethisgame_t0_s0 [train] +total_reward:4117.80 total_reward_ma:4608.37 loss:-15.27 fps:131.3 +frame:1.58e+06 wall_t:12038 t:98750 epi:nan +opt_step:296064 lr:0.0003 alpha:0.03635 +2026-02-13 02:22:14 | INFO | PID:1343 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_namethisgame_t0_s0 [train] +total_reward:4142.10 total_reward_ma:4615.93 loss:-15.27 fps:131.3 +frame:1.59e+06 wall_t:12114 t:99375 epi:nan +opt_step:297939 lr:0.0003 alpha:0.03698 +2026-02-13 02:23:30 | INFO | PID:1343 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_namethisgame_t0_s0 [train] +total_reward:4106.30 total_reward_ma:4621.93 loss:-15.47 fps:131.3 +frame:1.60e+06 wall_t:12190 t:100000 epi:nan +opt_step:299814 lr:0.0003 alpha:0.036 +2026-02-13 02:24:46 | INFO | PID:1343 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_namethisgame_t0_s0 [train] +total_reward:4132.10 total_reward_ma:4627.91 loss:-15.13 fps:131.3 +frame:1.61e+06 wall_t:12266 t:100625 epi:nan +opt_step:301689 lr:0.0003 alpha:0.0361 +2026-02-13 02:26:01 | INFO | PID:1343 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_namethisgame_t0_s0 [train] +total_reward:4164.10 total_reward_ma:4633.50 loss:-14.51 fps:131.3 +frame:1.62e+06 wall_t:12341 t:101250 epi:nan +opt_step:303564 lr:0.0003 alpha:0.03505 +2026-02-13 02:27:18 | INFO | PID:1343 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_namethisgame_t0_s0 [train] +total_reward:4108.00 total_reward_ma:4636.83 loss:-14.81 fps:131.3 +frame:1.63e+06 wall_t:12417 t:101875 epi:nan +opt_step:305439 lr:0.0003 alpha:0.03484 +2026-02-13 02:28:34 | INFO | PID:1343 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_namethisgame_t0_s0 [train] +total_reward:4139.50 total_reward_ma:4639.86 loss:-14.75 fps:131.3 +frame:1.64e+06 wall_t:12493 t:102500 epi:nan +opt_step:307314 lr:0.0003 alpha:0.03543 +2026-02-13 02:29:49 | INFO | PID:1343 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_namethisgame_t0_s0 [train] +total_reward:4178.50 total_reward_ma:4641.78 loss:-14.55 fps:131.3 +frame:1.65e+06 wall_t:12569 t:103125 epi:nan +opt_step:309189 lr:0.0003 alpha:0.03455 +2026-02-13 02:31:05 | INFO | PID:1343 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_namethisgame_t0_s0 [train] +total_reward:4113.40 total_reward_ma:4642.60 loss:-14.37 fps:131.3 +frame:1.66e+06 wall_t:12645 t:103750 epi:nan +opt_step:311064 lr:0.0003 alpha:0.03451 +2026-02-13 02:32:21 | INFO | PID:1343 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_namethisgame_t0_s0 [train] +total_reward:4027.10 total_reward_ma:4640.71 loss:-14.47 fps:131.3 +frame:1.67e+06 wall_t:12721 t:104375 epi:nan +opt_step:312939 lr:0.0003 alpha:0.03334 +2026-02-13 02:33:37 | INFO | PID:1343 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_namethisgame_t0_s0 [train] +total_reward:3996.90 total_reward_ma:4638.19 loss:-14.41 fps:131.3 +frame:1.68e+06 wall_t:12797 t:105000 epi:nan +opt_step:314814 lr:0.0003 alpha:0.0331 +2026-02-13 02:34:53 | INFO | PID:1343 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_namethisgame_t0_s0 [train] +total_reward:3921.10 total_reward_ma:4633.61 loss:-14.25 fps:131.3 +frame:1.69e+06 wall_t:12873 t:105625 epi:nan +opt_step:316689 lr:0.0003 alpha:0.03264 +2026-02-13 02:36:09 | INFO | PID:1343 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_namethisgame_t0_s0 [train] +total_reward:3918.60 total_reward_ma:4629.02 loss:-14.12 fps:131.3 +frame:1.70e+06 wall_t:12949 t:106250 epi:nan +opt_step:318564 lr:0.0003 alpha:0.03298 +2026-02-13 02:37:25 | INFO | PID:1343 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_namethisgame_t0_s0 [train] +total_reward:3838.00 total_reward_ma:4622.55 loss:-13.66 fps:131.3 +frame:1.71e+06 wall_t:13024 t:106875 epi:nan +opt_step:320439 lr:0.0003 alpha:0.03242 +2026-02-13 02:38:40 | INFO | PID:1343 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_namethisgame_t0_s0 [train] +total_reward:3816.80 total_reward_ma:4615.40 loss:-13.67 fps:131.3 +frame:1.72e+06 wall_t:13100 t:107500 epi:nan +opt_step:322314 lr:0.0003 alpha:0.0318 +2026-02-13 02:39:56 | INFO | PID:1343 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_namethisgame_t0_s0 [train] +total_reward:3813.60 total_reward_ma:4607.12 loss:-14.05 fps:131.3 +frame:1.73e+06 wall_t:13176 t:108125 epi:nan +opt_step:324189 lr:0.0003 alpha:0.03304 +2026-02-13 02:41:12 | INFO | PID:1343 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_namethisgame_t0_s0 [train] +total_reward:3768.00 total_reward_ma:4597.94 loss:-13.64 fps:131.3 +frame:1.74e+06 wall_t:13252 t:108750 epi:nan +opt_step:326064 lr:0.0003 alpha:0.03226 +2026-02-13 02:42:28 | INFO | PID:1343 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_namethisgame_t0_s0 [train] +total_reward:3772.50 total_reward_ma:4588.40 loss:-13.46 fps:131.3 +frame:1.75e+06 wall_t:13328 t:109375 epi:nan +opt_step:327939 lr:0.0003 alpha:0.03256 +2026-02-13 02:43:44 | INFO | PID:1343 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_namethisgame_t0_s0 [train] +total_reward:3808.90 total_reward_ma:4577.73 loss:-13.37 fps:131.3 +frame:1.76e+06 wall_t:13404 t:110000 epi:nan +opt_step:329814 lr:0.0003 alpha:0.03283 +2026-02-13 02:45:00 | INFO | PID:1343 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_namethisgame_t0_s0 [train] +total_reward:3807.80 total_reward_ma:4565.16 loss:-14.1 fps:131.3 +frame:1.77e+06 wall_t:13480 t:110625 epi:nan +opt_step:331689 lr:0.0003 alpha:0.03205 +2026-02-13 02:46:16 | INFO | PID:1343 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_namethisgame_t0_s0 [train] +total_reward:3770.50 total_reward_ma:4552.11 loss:-13.26 fps:131.3 +frame:1.78e+06 wall_t:13555 t:111250 epi:nan +opt_step:333564 lr:0.0003 alpha:0.03186 +2026-02-13 02:47:31 | INFO | PID:1343 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_namethisgame_t0_s0 [train] +total_reward:3761.90 total_reward_ma:4538.16 loss:-13.36 fps:131.3 +frame:1.79e+06 wall_t:13631 t:111875 epi:nan +opt_step:335439 lr:0.0003 alpha:0.03226 +2026-02-13 02:48:48 | INFO | PID:1343 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_namethisgame_t0_s0 [train] +total_reward:3777.80 total_reward_ma:4524.37 loss:-13.46 fps:131.3 +frame:1.80e+06 wall_t:13707 t:112500 epi:nan +opt_step:337314 lr:0.0003 alpha:0.0312 +2026-02-13 02:50:04 | INFO | PID:1343 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_namethisgame_t0_s0 [train] +total_reward:3813.50 total_reward_ma:4510.80 loss:-12.84 fps:131.3 +frame:1.81e+06 wall_t:13784 t:113125 epi:nan +opt_step:339189 lr:0.0003 alpha:0.03072 +2026-02-13 02:51:19 | INFO | PID:1343 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_namethisgame_t0_s0 [train] +total_reward:3772.10 total_reward_ma:4496.68 loss:-13 fps:131.3 +frame:1.82e+06 wall_t:13859 t:113750 epi:nan +opt_step:341064 lr:0.0003 alpha:0.0304 +2026-02-13 02:52:34 | INFO | PID:1343 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_namethisgame_t0_s0 [train] +total_reward:3778.70 total_reward_ma:4482.37 loss:-13.16 fps:131.3 +frame:1.83e+06 wall_t:13934 t:114375 epi:nan +opt_step:342939 lr:0.0003 alpha:0.03092 +2026-02-13 02:53:50 | INFO | PID:1343 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_namethisgame_t0_s0 [train] +total_reward:3712.10 total_reward_ma:4466.68 loss:-12.68 fps:131.3 +frame:1.84e+06 wall_t:14010 t:115000 epi:nan +opt_step:344814 lr:0.0003 alpha:0.03056 +2026-02-13 02:55:06 | INFO | PID:1343 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_namethisgame_t0_s0 [train] +total_reward:3655.50 total_reward_ma:4450.69 loss:-12.74 fps:131.3 +frame:1.85e+06 wall_t:14086 t:115625 epi:nan +opt_step:346689 lr:0.0003 alpha:0.03069 +2026-02-13 02:56:22 | INFO | PID:1343 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_namethisgame_t0_s0 [train] +total_reward:3634.90 total_reward_ma:4434.66 loss:-12.64 fps:131.3 +frame:1.86e+06 wall_t:14162 t:116250 epi:nan +opt_step:348564 lr:0.0003 alpha:0.03 +2026-02-13 02:57:38 | INFO | PID:1343 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_namethisgame_t0_s0 [train] +total_reward:3634.90 total_reward_ma:4418.61 loss:-12.98 fps:131.3 +frame:1.87e+06 wall_t:14238 t:116875 epi:nan +opt_step:350439 lr:0.0003 alpha:0.03067 +2026-02-13 02:58:54 | INFO | PID:1343 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_namethisgame_t0_s0 [train] +total_reward:3604.90 total_reward_ma:4403.19 loss:-12.74 fps:131.3 +frame:1.88e+06 wall_t:14314 t:117500 epi:nan +opt_step:352314 lr:0.0003 alpha:0.03029 +2026-02-13 03:00:11 | INFO | PID:1343 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_namethisgame_t0_s0 [train] +total_reward:3447.70 total_reward_ma:4386.60 loss:-13.22 fps:131.3 +frame:1.89e+06 wall_t:14390 t:118125 epi:nan +opt_step:354189 lr:0.0003 alpha:0.02988 +2026-02-13 03:01:27 | INFO | PID:1343 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_namethisgame_t0_s0 [train] +total_reward:3468.70 total_reward_ma:4370.43 loss:-13.16 fps:131.3 +frame:1.90e+06 wall_t:14467 t:118750 epi:nan +opt_step:356064 lr:0.0003 alpha:0.03009 +2026-02-13 03:02:43 | INFO | PID:1343 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_namethisgame_t0_s0 [train] +total_reward:3411.60 total_reward_ma:4354.13 loss:-12.27 fps:131.3 +frame:1.91e+06 wall_t:14543 t:119375 epi:nan +opt_step:357939 lr:0.0003 alpha:0.03019 +2026-02-13 03:03:59 | INFO | PID:1343 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_namethisgame_t0_s0 [train] +total_reward:3364.00 total_reward_ma:4337.30 loss:-12.12 fps:131.3 +frame:1.92e+06 wall_t:14619 t:120000 epi:nan +opt_step:359814 lr:0.0003 alpha:0.03063 +2026-02-13 03:05:15 | INFO | PID:1343 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_namethisgame_t0_s0 [train] +total_reward:3309.70 total_reward_ma:4319.97 loss:-12.48 fps:131.3 +frame:1.93e+06 wall_t:14695 t:120625 epi:nan +opt_step:361689 lr:0.0003 alpha:0.02974 +2026-02-13 03:06:31 | INFO | PID:1343 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_namethisgame_t0_s0 [train] +total_reward:3305.00 total_reward_ma:4302.53 loss:-12.04 fps:131.3 +frame:1.94e+06 wall_t:14770 t:121250 epi:nan +opt_step:363564 lr:0.0003 alpha:0.02899 +2026-02-13 03:07:46 | INFO | PID:1343 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_namethisgame_t0_s0 [train] +total_reward:3350.50 total_reward_ma:4286.15 loss:-12.65 fps:131.4 +frame:1.95e+06 wall_t:14845 t:121875 epi:nan +opt_step:365439 lr:0.0003 alpha:0.0288 +2026-02-13 03:09:02 | INFO | PID:1343 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_namethisgame_t0_s0 [train] +total_reward:3357.20 total_reward_ma:4269.69 loss:-12.04 fps:131.3 +frame:1.96e+06 wall_t:14922 t:122500 epi:nan +opt_step:367314 lr:0.0003 alpha:0.02855 +2026-02-13 03:10:18 | INFO | PID:1343 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_namethisgame_t0_s0 [train] +total_reward:3332.70 total_reward_ma:4253.54 loss:-12.05 fps:131.4 +frame:1.97e+06 wall_t:14998 t:123125 epi:nan +opt_step:369189 lr:0.0003 alpha:0.02832 +2026-02-13 03:11:35 | INFO | PID:1343 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_namethisgame_t0_s0 [train] +total_reward:3318.10 total_reward_ma:4237.03 loss:-11.95 fps:131.3 +frame:1.98e+06 wall_t:15075 t:123750 epi:nan +opt_step:371064 lr:0.0003 alpha:0.02794 +2026-02-13 03:12:51 | INFO | PID:1343 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_namethisgame_t0_s0 [train] +total_reward:3420.30 total_reward_ma:4221.64 loss:-12.1 fps:131.4 +frame:1.99e+06 wall_t:15150 t:124375 epi:nan +opt_step:372939 lr:0.0003 alpha:0.02784 +2026-02-13 03:13:48 | INFO | PID:1343 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_namethisgame_t0_s0 [train] +total_reward:3420.20 total_reward_ma:4206.70 loss:-11.74 fps:131.5 +frame:2.00e+06 wall_t:15208 t:125000 epi:nan +opt_step:374814 lr:0.0003 alpha:0.02758 +2026-02-13 03:13:49 | INFO | PID:1343 | slm_lab.lib.logger:info | Session 0 done diff --git a/data/sac_atari_namethisgame_2026_02_12_230011/log/sac_atari_namethisgame_t0_s1.log b/data/sac_atari_namethisgame_2026_02_12_230011/log/sac_atari_namethisgame_t0_s1.log new file mode 100644 index 0000000000000000000000000000000000000000..fe88750eaa7133b4bed6943496bee525968f7a7e --- /dev/null +++ b/data/sac_atari_namethisgame_2026_02_12_230011/log/sac_atari_namethisgame_t0_s1.log @@ -0,0 +1,802 @@ +2026-02-12 23:00:17 | INFO | PID:1344 | slm_lab.env:_make_vector_env | AtariVectorEnv: 16 envs, native preprocessing +2026-02-12 23:02:12 | INFO | PID:1344 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_namethisgame_t0_s1 [train] +total_reward:230.00 total_reward_ma:230.00 loss:-12.62 fps:89.29 +frame:1.00e+04 wall_t:112 t:625 epi:nan +opt_step:1689 lr:0.0003 alpha:0.6313 +2026-02-12 23:03:28 | INFO | PID:1344 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_namethisgame_t0_s1 [train] +total_reward:605.00 total_reward_ma:417.50 loss:-19.21 fps:106.4 +frame:2.00e+04 wall_t:188 t:1250 epi:nan +opt_step:3564 lr:0.0003 alpha:0.4038 +2026-02-12 23:04:44 | INFO | PID:1344 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_namethisgame_t0_s1 [train] +total_reward:1041.67 total_reward_ma:625.56 loss:-21.89 fps:114.1 +frame:3.00e+04 wall_t:263 t:1875 epi:nan +opt_step:5439 lr:0.0003 alpha:0.2645 +2026-02-12 23:06:01 | INFO | PID:1344 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_namethisgame_t0_s1 [train] +total_reward:1319.00 total_reward_ma:798.92 loss:-23.69 fps:117.3 +frame:4.00e+04 wall_t:341 t:2500 epi:nan +opt_step:7314 lr:0.0003 alpha:0.1748 +2026-02-12 23:07:17 | INFO | PID:1344 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_namethisgame_t0_s1 [train] +total_reward:1411.43 total_reward_ma:921.42 loss:-23.03 fps:119.9 +frame:5.00e+04 wall_t:417 t:3125 epi:nan +opt_step:9189 lr:0.0003 alpha:0.116 +2026-02-12 23:08:33 | INFO | PID:1344 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_namethisgame_t0_s1 [train] +total_reward:1821.58 total_reward_ma:1071.45 loss:-23.35 fps:122 +frame:6.00e+04 wall_t:492 t:3750 epi:nan +opt_step:11064 lr:0.0003 alpha:0.0773 +2026-02-12 23:09:48 | INFO | PID:1344 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_namethisgame_t0_s1 [train] +total_reward:1810.48 total_reward_ma:1177.02 loss:-22.08 fps:123.2 +frame:7.00e+04 wall_t:568 t:4375 epi:nan +opt_step:12939 lr:0.0003 alpha:0.05176 +2026-02-12 23:11:04 | INFO | PID:1344 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_namethisgame_t0_s1 [train] +total_reward:1918.00 total_reward_ma:1269.64 loss:-21.28 fps:124.2 +frame:8.00e+04 wall_t:644 t:5000 epi:nan +opt_step:14814 lr:0.0003 alpha:0.03489 +2026-02-12 23:12:20 | INFO | PID:1344 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_namethisgame_t0_s1 [train] +total_reward:1956.07 total_reward_ma:1345.91 loss:-19.76 fps:125 +frame:9.00e+04 wall_t:720 t:5625 epi:nan +opt_step:16689 lr:0.0003 alpha:0.02376 +2026-02-12 23:13:37 | INFO | PID:1344 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_namethisgame_t0_s1 [train] +total_reward:1985.00 total_reward_ma:1409.82 loss:-18.63 fps:125.5 +frame:1.00e+05 wall_t:797 t:6250 epi:nan +opt_step:18564 lr:0.0003 alpha:0.0165 +2026-02-12 23:14:53 | INFO | PID:1344 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_namethisgame_t0_s1 [train] +total_reward:2071.08 total_reward_ma:1469.94 loss:-17.07 fps:126.1 +frame:1.10e+05 wall_t:872 t:6875 epi:nan +opt_step:20439 lr:0.0003 alpha:0.01177 +2026-02-12 23:16:08 | INFO | PID:1344 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_namethisgame_t0_s1 [train] +total_reward:2083.00 total_reward_ma:1521.03 loss:-16.32 fps:126.6 +frame:1.20e+05 wall_t:948 t:7500 epi:nan +opt_step:22314 lr:0.0003 alpha:0.008792 +2026-02-12 23:17:24 | INFO | PID:1344 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_namethisgame_t0_s1 [train] +total_reward:2001.96 total_reward_ma:1558.02 loss:-14.99 fps:127 +frame:1.30e+05 wall_t:1024 t:8125 epi:nan +opt_step:24189 lr:0.0003 alpha:0.007062 +2026-02-12 23:18:39 | INFO | PID:1344 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_namethisgame_t0_s1 [train] +total_reward:2027.76 total_reward_ma:1591.57 loss:-14.38 fps:127.4 +frame:1.40e+05 wall_t:1099 t:8750 epi:nan +opt_step:26064 lr:0.0003 alpha:0.00674 +2026-02-12 23:19:55 | INFO | PID:1344 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_namethisgame_t0_s1 [train] +total_reward:2021.57 total_reward_ma:1620.24 loss:-13.24 fps:127.8 +frame:1.50e+05 wall_t:1174 t:9375 epi:nan +opt_step:27939 lr:0.0003 alpha:0.006738 +2026-02-12 23:21:11 | INFO | PID:1344 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_namethisgame_t0_s1 [train] +total_reward:2054.73 total_reward_ma:1647.39 loss:-12.67 fps:128 +frame:1.60e+05 wall_t:1250 t:10000 epi:nan +opt_step:29814 lr:0.0003 alpha:0.006762 +2026-02-12 23:22:27 | INFO | PID:1344 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_namethisgame_t0_s1 [train] +total_reward:2050.51 total_reward_ma:1671.11 loss:-11.91 fps:128.1 +frame:1.70e+05 wall_t:1327 t:10625 epi:nan +opt_step:31689 lr:0.0003 alpha:0.00678 +2026-02-12 23:23:43 | INFO | PID:1344 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_namethisgame_t0_s1 [train] +total_reward:2086.88 total_reward_ma:1694.21 loss:-11.08 fps:128.3 +frame:1.80e+05 wall_t:1403 t:11250 epi:nan +opt_step:33564 lr:0.0003 alpha:0.006802 +2026-02-12 23:24:59 | INFO | PID:1344 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_namethisgame_t0_s1 [train] +total_reward:2087.88 total_reward_ma:1714.92 loss:-10.71 fps:128.5 +frame:1.90e+05 wall_t:1479 t:11875 epi:nan +opt_step:35439 lr:0.0003 alpha:0.00746 +2026-02-12 23:26:15 | INFO | PID:1344 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_namethisgame_t0_s1 [train] +total_reward:2104.78 total_reward_ma:1734.42 loss:-10.27 fps:128.6 +frame:2.00e+05 wall_t:1555 t:12500 epi:nan +opt_step:37314 lr:0.0003 alpha:0.008051 +2026-02-12 23:27:31 | INFO | PID:1344 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_namethisgame_t0_s1 [train] +total_reward:2094.14 total_reward_ma:1751.55 loss:-9.831 fps:128.8 +frame:2.10e+05 wall_t:1630 t:13125 epi:nan +opt_step:39189 lr:0.0003 alpha:0.008793 +2026-02-12 23:28:47 | INFO | PID:1344 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_namethisgame_t0_s1 [train] +total_reward:2164.36 total_reward_ma:1770.31 loss:-9.402 fps:128.9 +frame:2.20e+05 wall_t:1707 t:13750 epi:nan +opt_step:41064 lr:0.0003 alpha:0.008418 +2026-02-12 23:30:03 | INFO | PID:1344 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_namethisgame_t0_s1 [train] +total_reward:2172.62 total_reward_ma:1787.80 loss:-9.024 fps:129.1 +frame:2.30e+05 wall_t:1782 t:14375 epi:nan +opt_step:42939 lr:0.0003 alpha:0.008411 +2026-02-12 23:31:19 | INFO | PID:1344 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_namethisgame_t0_s1 [train] +total_reward:2183.73 total_reward_ma:1804.30 loss:-8.719 fps:129.2 +frame:2.40e+05 wall_t:1858 t:15000 epi:nan +opt_step:44814 lr:0.0003 alpha:0.009313 +2026-02-12 23:32:34 | INFO | PID:1344 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_namethisgame_t0_s1 [train] +total_reward:2154.25 total_reward_ma:1818.30 loss:-8.59 fps:129.3 +frame:2.50e+05 wall_t:1934 t:15625 epi:nan +opt_step:46689 lr:0.0003 alpha:0.009152 +2026-02-12 23:33:50 | INFO | PID:1344 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_namethisgame_t0_s1 [train] +total_reward:2156.11 total_reward_ma:1831.29 loss:-8.155 fps:129.4 +frame:2.60e+05 wall_t:2010 t:16250 epi:nan +opt_step:48564 lr:0.0003 alpha:0.008946 +2026-02-12 23:35:06 | INFO | PID:1344 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_namethisgame_t0_s1 [train] +total_reward:2188.04 total_reward_ma:1844.50 loss:-7.798 fps:129.5 +frame:2.70e+05 wall_t:2085 t:16875 epi:nan +opt_step:50439 lr:0.0003 alpha:0.009414 +2026-02-12 23:36:22 | INFO | PID:1344 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_namethisgame_t0_s1 [train] +total_reward:2206.70 total_reward_ma:1857.44 loss:-7.764 fps:129.6 +frame:2.80e+05 wall_t:2161 t:17500 epi:nan +opt_step:52314 lr:0.0003 alpha:0.009497 +2026-02-12 23:37:37 | INFO | PID:1344 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_namethisgame_t0_s1 [train] +total_reward:2205.00 total_reward_ma:1869.42 loss:-7.757 fps:129.6 +frame:2.90e+05 wall_t:2237 t:18125 epi:nan +opt_step:54189 lr:0.0003 alpha:0.01013 +2026-02-12 23:38:53 | INFO | PID:1344 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_namethisgame_t0_s1 [train] +total_reward:2220.40 total_reward_ma:1881.12 loss:-7.42 fps:129.7 +frame:3.00e+05 wall_t:2313 t:18750 epi:nan +opt_step:56064 lr:0.0003 alpha:0.01159 +2026-02-12 23:40:09 | INFO | PID:1344 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_namethisgame_t0_s1 [train] +total_reward:2209.00 total_reward_ma:1891.70 loss:-7.298 fps:129.8 +frame:3.10e+05 wall_t:2388 t:19375 epi:nan +opt_step:57939 lr:0.0003 alpha:0.01262 +2026-02-12 23:41:25 | INFO | PID:1344 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_namethisgame_t0_s1 [train] +total_reward:2191.10 total_reward_ma:1901.06 loss:-7.006 fps:129.8 +frame:3.20e+05 wall_t:2465 t:20000 epi:nan +opt_step:59814 lr:0.0003 alpha:0.01293 +2026-02-12 23:42:41 | INFO | PID:1344 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_namethisgame_t0_s1 [train] +total_reward:2197.60 total_reward_ma:1910.04 loss:-6.939 fps:129.9 +frame:3.30e+05 wall_t:2540 t:20625 epi:nan +opt_step:61689 lr:0.0003 alpha:0.01239 +2026-02-12 23:43:57 | INFO | PID:1344 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_namethisgame_t0_s1 [train] +total_reward:2200.40 total_reward_ma:1918.58 loss:-7.263 fps:129.9 +frame:3.40e+05 wall_t:2617 t:21250 epi:nan +opt_step:63564 lr:0.0003 alpha:0.01199 +2026-02-12 23:45:13 | INFO | PID:1344 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_namethisgame_t0_s1 [train] +total_reward:2213.90 total_reward_ma:1927.02 loss:-7.125 fps:130 +frame:3.50e+05 wall_t:2693 t:21875 epi:nan +opt_step:65439 lr:0.0003 alpha:0.01192 +2026-02-12 23:46:29 | INFO | PID:1344 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_namethisgame_t0_s1 [train] +total_reward:2163.20 total_reward_ma:1933.58 loss:-6.783 fps:130.1 +frame:3.60e+05 wall_t:2768 t:22500 epi:nan +opt_step:67314 lr:0.0003 alpha:0.01305 +2026-02-12 23:47:44 | INFO | PID:1344 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_namethisgame_t0_s1 [train] +total_reward:2149.30 total_reward_ma:1939.41 loss:-6.659 fps:130.1 +frame:3.70e+05 wall_t:2844 t:23125 epi:nan +opt_step:69189 lr:0.0003 alpha:0.01408 +2026-02-12 23:48:59 | INFO | PID:1344 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_namethisgame_t0_s1 [train] +total_reward:2176.70 total_reward_ma:1945.66 loss:-6.825 fps:130.2 +frame:3.80e+05 wall_t:2919 t:23750 epi:nan +opt_step:71064 lr:0.0003 alpha:0.01706 +2026-02-12 23:50:16 | INFO | PID:1344 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_namethisgame_t0_s1 [train] +total_reward:2259.20 total_reward_ma:1953.70 loss:-7.169 fps:130.2 +frame:3.90e+05 wall_t:2996 t:24375 epi:nan +opt_step:72939 lr:0.0003 alpha:0.01886 +2026-02-12 23:51:32 | INFO | PID:1344 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_namethisgame_t0_s1 [train] +total_reward:2285.20 total_reward_ma:1961.98 loss:-6.829 fps:130.3 +frame:4.00e+05 wall_t:3071 t:25000 epi:nan +opt_step:74814 lr:0.0003 alpha:0.02204 +2026-02-12 23:52:47 | INFO | PID:1344 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_namethisgame_t0_s1 [train] +total_reward:2285.20 total_reward_ma:1969.87 loss:-7.014 fps:130.3 +frame:4.10e+05 wall_t:3147 t:25625 epi:nan +opt_step:76689 lr:0.0003 alpha:0.02118 +2026-02-12 23:54:02 | INFO | PID:1344 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_namethisgame_t0_s1 [train] +total_reward:2314.30 total_reward_ma:1978.07 loss:-7.284 fps:130.4 +frame:4.20e+05 wall_t:3222 t:26250 epi:nan +opt_step:78564 lr:0.0003 alpha:0.02123 +2026-02-12 23:55:18 | INFO | PID:1344 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_namethisgame_t0_s1 [train] +total_reward:2385.50 total_reward_ma:1987.54 loss:-7.324 fps:130.4 +frame:4.30e+05 wall_t:3298 t:26875 epi:nan +opt_step:80439 lr:0.0003 alpha:0.02079 +2026-02-12 23:56:34 | INFO | PID:1344 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_namethisgame_t0_s1 [train] +total_reward:2451.50 total_reward_ma:1998.09 loss:-7.363 fps:130.4 +frame:4.40e+05 wall_t:3374 t:27500 epi:nan +opt_step:82314 lr:0.0003 alpha:0.02241 +2026-02-12 23:57:49 | INFO | PID:1344 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_namethisgame_t0_s1 [train] +total_reward:2476.70 total_reward_ma:2008.72 loss:-7.625 fps:130.5 +frame:4.50e+05 wall_t:3449 t:28125 epi:nan +opt_step:84189 lr:0.0003 alpha:0.02455 +2026-02-12 23:59:05 | INFO | PID:1344 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_namethisgame_t0_s1 [train] +total_reward:2521.30 total_reward_ma:2019.87 loss:-7.685 fps:130.5 +frame:4.60e+05 wall_t:3525 t:28750 epi:nan +opt_step:86064 lr:0.0003 alpha:0.02612 +2026-02-13 00:00:21 | INFO | PID:1344 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_namethisgame_t0_s1 [train] +total_reward:2545.20 total_reward_ma:2031.04 loss:-8.01 fps:130.6 +frame:4.70e+05 wall_t:3600 t:29375 epi:nan +opt_step:87939 lr:0.0003 alpha:0.02877 +2026-02-13 00:01:36 | INFO | PID:1344 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_namethisgame_t0_s1 [train] +total_reward:2615.20 total_reward_ma:2043.21 loss:-8.37 fps:130.6 +frame:4.80e+05 wall_t:3676 t:30000 epi:nan +opt_step:89814 lr:0.0003 alpha:0.03091 +2026-02-13 00:02:52 | INFO | PID:1344 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_namethisgame_t0_s1 [train] +total_reward:2680.80 total_reward_ma:2056.22 loss:-8.604 fps:130.6 +frame:4.90e+05 wall_t:3751 t:30625 epi:nan +opt_step:91689 lr:0.0003 alpha:0.03248 +2026-02-13 00:04:08 | INFO | PID:1344 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_namethisgame_t0_s1 [train] +total_reward:2835.10 total_reward_ma:2071.80 loss:-8.95 fps:130.6 +frame:5.00e+05 wall_t:3828 t:31250 epi:nan +opt_step:93564 lr:0.0003 alpha:0.03515 +2026-02-13 00:05:24 | INFO | PID:1344 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_namethisgame_t0_s1 [train] +total_reward:2990.90 total_reward_ma:2089.82 loss:-9.134 fps:130.6 +frame:5.10e+05 wall_t:3904 t:31875 epi:nan +opt_step:95439 lr:0.0003 alpha:0.03705 +2026-02-13 00:06:40 | INFO | PID:1344 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_namethisgame_t0_s1 [train] +total_reward:3061.10 total_reward_ma:2108.50 loss:-9.406 fps:130.7 +frame:5.20e+05 wall_t:3979 t:32500 epi:nan +opt_step:97314 lr:0.0003 alpha:0.03853 +2026-02-13 00:07:55 | INFO | PID:1344 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_namethisgame_t0_s1 [train] +total_reward:3082.70 total_reward_ma:2126.88 loss:-10.27 fps:130.7 +frame:5.30e+05 wall_t:4054 t:33125 epi:nan +opt_step:99189 lr:0.0003 alpha:0.03996 +2026-02-13 00:09:10 | INFO | PID:1344 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_namethisgame_t0_s1 [train] +total_reward:3100.30 total_reward_ma:2144.91 loss:-10.26 fps:130.8 +frame:5.40e+05 wall_t:4129 t:33750 epi:nan +opt_step:101064 lr:0.0003 alpha:0.04137 +2026-02-13 00:10:26 | INFO | PID:1344 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_namethisgame_t0_s1 [train] +total_reward:3184.50 total_reward_ma:2163.81 loss:-10.38 fps:130.8 +frame:5.50e+05 wall_t:4205 t:34375 epi:nan +opt_step:102939 lr:0.0003 alpha:0.04254 +2026-02-13 00:11:41 | INFO | PID:1344 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_namethisgame_t0_s1 [train] +total_reward:3184.50 total_reward_ma:2182.04 loss:-11.36 fps:130.8 +frame:5.60e+05 wall_t:4281 t:35000 epi:nan +opt_step:104814 lr:0.0003 alpha:0.04399 +2026-02-13 00:12:57 | INFO | PID:1344 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_namethisgame_t0_s1 [train] +total_reward:3378.10 total_reward_ma:2203.02 loss:-11.44 fps:130.8 +frame:5.70e+05 wall_t:4357 t:35625 epi:nan +opt_step:106689 lr:0.0003 alpha:0.04358 +2026-02-13 00:14:13 | INFO | PID:1344 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_namethisgame_t0_s1 [train] +total_reward:3563.40 total_reward_ma:2226.48 loss:-11.56 fps:130.8 +frame:5.80e+05 wall_t:4433 t:36250 epi:nan +opt_step:108564 lr:0.0003 alpha:0.04498 +2026-02-13 00:15:29 | INFO | PID:1344 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_namethisgame_t0_s1 [train] +total_reward:3563.40 total_reward_ma:2249.14 loss:-12.05 fps:130.8 +frame:5.90e+05 wall_t:4509 t:36875 epi:nan +opt_step:110439 lr:0.0003 alpha:0.04498 +2026-02-13 00:16:45 | INFO | PID:1344 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_namethisgame_t0_s1 [train] +total_reward:3689.00 total_reward_ma:2273.13 loss:-12.09 fps:130.9 +frame:6.00e+05 wall_t:4584 t:37500 epi:nan +opt_step:112314 lr:0.0003 alpha:0.04667 +2026-02-13 00:18:00 | INFO | PID:1344 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_namethisgame_t0_s1 [train] +total_reward:3700.10 total_reward_ma:2296.53 loss:-12.73 fps:130.9 +frame:6.10e+05 wall_t:4659 t:38125 epi:nan +opt_step:114189 lr:0.0003 alpha:0.04753 +2026-02-13 00:19:16 | INFO | PID:1344 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_namethisgame_t0_s1 [train] +total_reward:3849.60 total_reward_ma:2321.58 loss:-13.02 fps:130.9 +frame:6.20e+05 wall_t:4735 t:38750 epi:nan +opt_step:116064 lr:0.0003 alpha:0.04837 +2026-02-13 00:20:31 | INFO | PID:1344 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_namethisgame_t0_s1 [train] +total_reward:3920.80 total_reward_ma:2346.96 loss:-13.1 fps:130.9 +frame:6.30e+05 wall_t:4811 t:39375 epi:nan +opt_step:117939 lr:0.0003 alpha:0.0493 +2026-02-13 00:21:47 | INFO | PID:1344 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_namethisgame_t0_s1 [train] +total_reward:3990.00 total_reward_ma:2372.63 loss:-13.56 fps:131 +frame:6.40e+05 wall_t:4886 t:40000 epi:nan +opt_step:119814 lr:0.0003 alpha:0.05109 +2026-02-13 00:23:03 | INFO | PID:1344 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_namethisgame_t0_s1 [train] +total_reward:4149.60 total_reward_ma:2399.97 loss:-14.31 fps:131 +frame:6.50e+05 wall_t:4963 t:40625 epi:nan +opt_step:121689 lr:0.0003 alpha:0.05152 +2026-02-13 00:24:19 | INFO | PID:1344 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_namethisgame_t0_s1 [train] +total_reward:4243.90 total_reward_ma:2427.91 loss:-13.71 fps:131 +frame:6.60e+05 wall_t:5038 t:41250 epi:nan +opt_step:123564 lr:0.0003 alpha:0.05262 +2026-02-13 00:25:34 | INFO | PID:1344 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_namethisgame_t0_s1 [train] +total_reward:4386.80 total_reward_ma:2457.15 loss:-14.58 fps:131 +frame:6.70e+05 wall_t:5113 t:41875 epi:nan +opt_step:125439 lr:0.0003 alpha:0.05287 +2026-02-13 00:26:50 | INFO | PID:1344 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_namethisgame_t0_s1 [train] +total_reward:4446.60 total_reward_ma:2486.40 loss:-14.95 fps:131 +frame:6.80e+05 wall_t:5190 t:42500 epi:nan +opt_step:127314 lr:0.0003 alpha:0.05398 +2026-02-13 00:28:06 | INFO | PID:1344 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_namethisgame_t0_s1 [train] +total_reward:4548.60 total_reward_ma:2516.29 loss:-15.25 fps:131 +frame:6.90e+05 wall_t:5266 t:43125 epi:nan +opt_step:129189 lr:0.0003 alpha:0.0533 +2026-02-13 00:29:23 | INFO | PID:1344 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_namethisgame_t0_s1 [train] +total_reward:4618.30 total_reward_ma:2546.32 loss:-15.73 fps:131 +frame:7.00e+05 wall_t:5342 t:43750 epi:nan +opt_step:131064 lr:0.0003 alpha:0.0546 +2026-02-13 00:30:39 | INFO | PID:1344 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_namethisgame_t0_s1 [train] +total_reward:4633.30 total_reward_ma:2575.71 loss:-15.88 fps:131 +frame:7.10e+05 wall_t:5419 t:44375 epi:nan +opt_step:132939 lr:0.0003 alpha:0.0553 +2026-02-13 00:31:55 | INFO | PID:1344 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_namethisgame_t0_s1 [train] +total_reward:4685.50 total_reward_ma:2605.02 loss:-16.2 fps:131 +frame:7.20e+05 wall_t:5495 t:45000 epi:nan +opt_step:134814 lr:0.0003 alpha:0.05525 +2026-02-13 00:33:11 | INFO | PID:1344 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_namethisgame_t0_s1 [train] +total_reward:4737.10 total_reward_ma:2634.22 loss:-16.33 fps:131 +frame:7.30e+05 wall_t:5571 t:45625 epi:nan +opt_step:136689 lr:0.0003 alpha:0.05571 +2026-02-13 00:34:27 | INFO | PID:1344 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_namethisgame_t0_s1 [train] +total_reward:4843.10 total_reward_ma:2664.07 loss:-16.34 fps:131 +frame:7.40e+05 wall_t:5647 t:46250 epi:nan +opt_step:138564 lr:0.0003 alpha:0.0548 +2026-02-13 00:35:43 | INFO | PID:1344 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_namethisgame_t0_s1 [train] +total_reward:4903.50 total_reward_ma:2693.93 loss:-16.48 fps:131.1 +frame:7.50e+05 wall_t:5723 t:46875 epi:nan +opt_step:140439 lr:0.0003 alpha:0.05385 +2026-02-13 00:36:59 | INFO | PID:1344 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_namethisgame_t0_s1 [train] +total_reward:4906.20 total_reward_ma:2723.04 loss:-16.74 fps:131.1 +frame:7.60e+05 wall_t:5798 t:47500 epi:nan +opt_step:142314 lr:0.0003 alpha:0.05424 +2026-02-13 00:38:15 | INFO | PID:1344 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_namethisgame_t0_s1 [train] +total_reward:4930.60 total_reward_ma:2751.71 loss:-17.11 fps:131.1 +frame:7.70e+05 wall_t:5874 t:48125 epi:nan +opt_step:144189 lr:0.0003 alpha:0.05505 +2026-02-13 00:39:30 | INFO | PID:1344 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_namethisgame_t0_s1 [train] +total_reward:5022.70 total_reward_ma:2780.82 loss:-16.93 fps:131.1 +frame:7.80e+05 wall_t:5950 t:48750 epi:nan +opt_step:146064 lr:0.0003 alpha:0.05515 +2026-02-13 00:40:45 | INFO | PID:1344 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_namethisgame_t0_s1 [train] +total_reward:5034.10 total_reward_ma:2809.35 loss:-16.86 fps:131.1 +frame:7.90e+05 wall_t:6025 t:49375 epi:nan +opt_step:147939 lr:0.0003 alpha:0.05393 +2026-02-13 00:42:00 | INFO | PID:1344 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_namethisgame_t0_s1 [train] +total_reward:5046.80 total_reward_ma:2837.32 loss:-17.4 fps:131.1 +frame:8.00e+05 wall_t:6100 t:50000 epi:nan +opt_step:149814 lr:0.0003 alpha:0.05362 +2026-02-13 00:43:16 | INFO | PID:1344 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_namethisgame_t0_s1 [train] +total_reward:5035.80 total_reward_ma:2864.46 loss:-17.65 fps:131.2 +frame:8.10e+05 wall_t:6176 t:50625 epi:nan +opt_step:151689 lr:0.0003 alpha:0.05441 +2026-02-13 00:44:32 | INFO | PID:1344 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_namethisgame_t0_s1 [train] +total_reward:5117.30 total_reward_ma:2891.93 loss:-17.62 fps:131.2 +frame:8.20e+05 wall_t:6252 t:51250 epi:nan +opt_step:153564 lr:0.0003 alpha:0.05374 +2026-02-13 00:45:47 | INFO | PID:1344 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_namethisgame_t0_s1 [train] +total_reward:5145.30 total_reward_ma:2919.08 loss:-17.85 fps:131.2 +frame:8.30e+05 wall_t:6327 t:51875 epi:nan +opt_step:155439 lr:0.0003 alpha:0.05317 +2026-02-13 00:47:03 | INFO | PID:1344 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_namethisgame_t0_s1 [train] +total_reward:5190.10 total_reward_ma:2946.12 loss:-17.92 fps:131.2 +frame:8.40e+05 wall_t:6403 t:52500 epi:nan +opt_step:157314 lr:0.0003 alpha:0.05227 +2026-02-13 00:48:19 | INFO | PID:1344 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_namethisgame_t0_s1 [train] +total_reward:5160.20 total_reward_ma:2972.16 loss:-18.04 fps:131.2 +frame:8.50e+05 wall_t:6479 t:53125 epi:nan +opt_step:159189 lr:0.0003 alpha:0.05071 +2026-02-13 00:49:35 | INFO | PID:1344 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_namethisgame_t0_s1 [train] +total_reward:5159.10 total_reward_ma:2997.59 loss:-17.68 fps:131.2 +frame:8.60e+05 wall_t:6554 t:53750 epi:nan +opt_step:161064 lr:0.0003 alpha:0.05071 +2026-02-13 00:50:50 | INFO | PID:1344 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_namethisgame_t0_s1 [train] +total_reward:5090.20 total_reward_ma:3021.65 loss:-17.44 fps:131.2 +frame:8.70e+05 wall_t:6630 t:54375 epi:nan +opt_step:162939 lr:0.0003 alpha:0.04977 +2026-02-13 00:52:06 | INFO | PID:1344 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_namethisgame_t0_s1 [train] +total_reward:5095.00 total_reward_ma:3045.21 loss:-17.28 fps:131.2 +frame:8.80e+05 wall_t:6705 t:55000 epi:nan +opt_step:164814 lr:0.0003 alpha:0.04869 +2026-02-13 00:53:20 | INFO | PID:1344 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_namethisgame_t0_s1 [train] +total_reward:5051.50 total_reward_ma:3067.75 loss:-17.81 fps:131.3 +frame:8.90e+05 wall_t:6780 t:55625 epi:nan +opt_step:166689 lr:0.0003 alpha:0.04865 +2026-02-13 00:54:37 | INFO | PID:1344 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_namethisgame_t0_s1 [train] +total_reward:4956.10 total_reward_ma:3088.73 loss:-17.5 fps:131.3 +frame:9.00e+05 wall_t:6856 t:56250 epi:nan +opt_step:168564 lr:0.0003 alpha:0.04826 +2026-02-13 00:55:53 | INFO | PID:1344 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_namethisgame_t0_s1 [train] +total_reward:4914.90 total_reward_ma:3108.80 loss:-17.05 fps:131.3 +frame:9.10e+05 wall_t:6933 t:56875 epi:nan +opt_step:170439 lr:0.0003 alpha:0.04703 +2026-02-13 00:57:08 | INFO | PID:1344 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_namethisgame_t0_s1 [train] +total_reward:4928.00 total_reward_ma:3128.57 loss:-17.54 fps:131.3 +frame:9.20e+05 wall_t:7008 t:57500 epi:nan +opt_step:172314 lr:0.0003 alpha:0.04717 +2026-02-13 00:58:24 | INFO | PID:1344 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_namethisgame_t0_s1 [train] +total_reward:4926.60 total_reward_ma:3147.91 loss:-16.98 fps:131.3 +frame:9.30e+05 wall_t:7084 t:58125 epi:nan +opt_step:174189 lr:0.0003 alpha:0.04621 +2026-02-13 00:59:39 | INFO | PID:1344 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_namethisgame_t0_s1 [train] +total_reward:4926.60 total_reward_ma:3166.83 loss:-17.76 fps:131.3 +frame:9.40e+05 wall_t:7159 t:58750 epi:nan +opt_step:176064 lr:0.0003 alpha:0.04703 +2026-02-13 01:00:55 | INFO | PID:1344 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_namethisgame_t0_s1 [train] +total_reward:4838.40 total_reward_ma:3184.42 loss:-17.38 fps:131.3 +frame:9.50e+05 wall_t:7234 t:59375 epi:nan +opt_step:177939 lr:0.0003 alpha:0.04669 +2026-02-13 01:02:11 | INFO | PID:1344 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_namethisgame_t0_s1 [train] +total_reward:4740.70 total_reward_ma:3200.64 loss:-17.52 fps:131.3 +frame:9.60e+05 wall_t:7310 t:60000 epi:nan +opt_step:179814 lr:0.0003 alpha:0.04625 +2026-02-13 01:03:26 | INFO | PID:1344 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_namethisgame_t0_s1 [train] +total_reward:4703.00 total_reward_ma:3216.12 loss:-17.17 fps:131.3 +frame:9.70e+05 wall_t:7386 t:60625 epi:nan +opt_step:181689 lr:0.0003 alpha:0.04673 +2026-02-13 01:04:42 | INFO | PID:1344 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_namethisgame_t0_s1 [train] +total_reward:4750.40 total_reward_ma:3231.78 loss:-17.86 fps:131.3 +frame:9.80e+05 wall_t:7462 t:61250 epi:nan +opt_step:183564 lr:0.0003 alpha:0.04681 +2026-02-13 01:05:58 | INFO | PID:1344 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_namethisgame_t0_s1 [train] +total_reward:4736.60 total_reward_ma:3246.98 loss:-17.17 fps:131.4 +frame:9.90e+05 wall_t:7537 t:61875 epi:nan +opt_step:185439 lr:0.0003 alpha:0.04596 +2026-02-13 01:07:13 | INFO | PID:1344 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_namethisgame_t0_s1 [train] +total_reward:4691.10 total_reward_ma:3261.42 loss:-17.07 fps:131.4 +frame:1.00e+06 wall_t:7613 t:62500 epi:nan +opt_step:187314 lr:0.0003 alpha:0.04688 +2026-02-13 01:08:29 | INFO | PID:1344 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_namethisgame_t0_s1 [train] +total_reward:4565.10 total_reward_ma:3304.77 loss:-17.44 fps:131.4 +frame:1.01e+06 wall_t:7689 t:63125 epi:nan +opt_step:189189 lr:0.0003 alpha:0.04463 +2026-02-13 01:09:45 | INFO | PID:1344 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_namethisgame_t0_s1 [train] +total_reward:4558.70 total_reward_ma:3344.31 loss:-17.45 fps:131.4 +frame:1.02e+06 wall_t:7764 t:63750 epi:nan +opt_step:191064 lr:0.0003 alpha:0.04474 +2026-02-13 01:11:00 | INFO | PID:1344 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_namethisgame_t0_s1 [train] +total_reward:4520.60 total_reward_ma:3379.10 loss:-16.65 fps:131.4 +frame:1.03e+06 wall_t:7840 t:64375 epi:nan +opt_step:192939 lr:0.0003 alpha:0.04586 +2026-02-13 01:12:17 | INFO | PID:1344 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_namethisgame_t0_s1 [train] +total_reward:4547.90 total_reward_ma:3411.39 loss:-16.96 fps:131.4 +frame:1.04e+06 wall_t:7916 t:65000 epi:nan +opt_step:194814 lr:0.0003 alpha:0.04412 +2026-02-13 01:13:32 | INFO | PID:1344 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_namethisgame_t0_s1 [train] +total_reward:4552.70 total_reward_ma:3442.80 loss:-17.16 fps:131.4 +frame:1.05e+06 wall_t:7992 t:65625 epi:nan +opt_step:196689 lr:0.0003 alpha:0.04553 +2026-02-13 01:14:47 | INFO | PID:1344 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_namethisgame_t0_s1 [train] +total_reward:4626.20 total_reward_ma:3470.85 loss:-16.84 fps:131.4 +frame:1.06e+06 wall_t:8067 t:66250 epi:nan +opt_step:198564 lr:0.0003 alpha:0.04582 +2026-02-13 01:16:03 | INFO | PID:1344 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_namethisgame_t0_s1 [train] +total_reward:4626.00 total_reward_ma:3499.00 loss:-16.89 fps:131.4 +frame:1.07e+06 wall_t:8143 t:66875 epi:nan +opt_step:200439 lr:0.0003 alpha:0.04516 +2026-02-13 01:17:19 | INFO | PID:1344 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_namethisgame_t0_s1 [train] +total_reward:4582.90 total_reward_ma:3525.65 loss:-17.47 fps:131.4 +frame:1.08e+06 wall_t:8218 t:67500 epi:nan +opt_step:202314 lr:0.0003 alpha:0.04464 +2026-02-13 01:18:34 | INFO | PID:1344 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_namethisgame_t0_s1 [train] +total_reward:4630.10 total_reward_ma:3552.39 loss:-16.86 fps:131.4 +frame:1.09e+06 wall_t:8294 t:68125 epi:nan +opt_step:204189 lr:0.0003 alpha:0.04548 +2026-02-13 01:19:50 | INFO | PID:1344 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_namethisgame_t0_s1 [train] +total_reward:4627.00 total_reward_ma:3578.81 loss:-16.83 fps:131.4 +frame:1.10e+06 wall_t:8369 t:68750 epi:nan +opt_step:206064 lr:0.0003 alpha:0.04577 +2026-02-13 01:21:05 | INFO | PID:1344 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_namethisgame_t0_s1 [train] +total_reward:4619.90 total_reward_ma:3604.30 loss:-16.63 fps:131.4 +frame:1.11e+06 wall_t:8445 t:69375 epi:nan +opt_step:207939 lr:0.0003 alpha:0.04563 +2026-02-13 01:22:21 | INFO | PID:1344 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_namethisgame_t0_s1 [train] +total_reward:4650.90 total_reward_ma:3629.98 loss:-16.6 fps:131.4 +frame:1.12e+06 wall_t:8521 t:70000 epi:nan +opt_step:209814 lr:0.0003 alpha:0.04519 +2026-02-13 01:23:37 | INFO | PID:1344 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_namethisgame_t0_s1 [train] +total_reward:4652.40 total_reward_ma:3656.48 loss:-16.71 fps:131.5 +frame:1.13e+06 wall_t:8596 t:70625 epi:nan +opt_step:211689 lr:0.0003 alpha:0.0454 +2026-02-13 01:24:52 | INFO | PID:1344 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_namethisgame_t0_s1 [train] +total_reward:4694.30 total_reward_ma:3683.15 loss:-16.62 fps:131.5 +frame:1.14e+06 wall_t:8672 t:71250 epi:nan +opt_step:213564 lr:0.0003 alpha:0.04409 +2026-02-13 01:26:08 | INFO | PID:1344 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_namethisgame_t0_s1 [train] +total_reward:4643.80 total_reward_ma:3709.37 loss:-16.29 fps:131.5 +frame:1.15e+06 wall_t:8748 t:71875 epi:nan +opt_step:215439 lr:0.0003 alpha:0.04449 +2026-02-13 01:27:24 | INFO | PID:1344 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_namethisgame_t0_s1 [train] +total_reward:4654.20 total_reward_ma:3735.37 loss:-16.38 fps:131.5 +frame:1.16e+06 wall_t:8823 t:72500 epi:nan +opt_step:217314 lr:0.0003 alpha:0.04419 +2026-02-13 01:28:39 | INFO | PID:1344 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_namethisgame_t0_s1 [train] +total_reward:4644.60 total_reward_ma:3761.31 loss:-16.29 fps:131.5 +frame:1.17e+06 wall_t:8898 t:73125 epi:nan +opt_step:219189 lr:0.0003 alpha:0.04397 +2026-02-13 01:29:55 | INFO | PID:1344 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_namethisgame_t0_s1 [train] +total_reward:4645.00 total_reward_ma:3786.89 loss:-15.99 fps:131.5 +frame:1.18e+06 wall_t:8974 t:73750 epi:nan +opt_step:221064 lr:0.0003 alpha:0.04387 +2026-02-13 01:31:10 | INFO | PID:1344 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_namethisgame_t0_s1 [train] +total_reward:4610.40 total_reward_ma:3812.11 loss:-16.71 fps:131.5 +frame:1.19e+06 wall_t:9050 t:74375 epi:nan +opt_step:222939 lr:0.0003 alpha:0.04366 +2026-02-13 01:32:26 | INFO | PID:1344 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_namethisgame_t0_s1 [train] +total_reward:4581.10 total_reward_ma:3836.88 loss:-16.39 fps:131.5 +frame:1.20e+06 wall_t:9125 t:75000 epi:nan +opt_step:224814 lr:0.0003 alpha:0.04399 +2026-02-13 01:33:41 | INFO | PID:1344 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_namethisgame_t0_s1 [train] +total_reward:4584.80 total_reward_ma:3861.78 loss:-16.36 fps:131.5 +frame:1.21e+06 wall_t:9201 t:75625 epi:nan +opt_step:226689 lr:0.0003 alpha:0.04386 +2026-02-13 01:34:57 | INFO | PID:1344 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_namethisgame_t0_s1 [train] +total_reward:4622.60 total_reward_ma:3886.36 loss:-16.69 fps:131.5 +frame:1.22e+06 wall_t:9277 t:76250 epi:nan +opt_step:228564 lr:0.0003 alpha:0.04305 +2026-02-13 01:36:13 | INFO | PID:1344 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_namethisgame_t0_s1 [train] +total_reward:4674.30 total_reward_ma:3911.38 loss:-16.32 fps:131.5 +frame:1.23e+06 wall_t:9353 t:76875 epi:nan +opt_step:230439 lr:0.0003 alpha:0.04375 +2026-02-13 01:37:28 | INFO | PID:1344 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_namethisgame_t0_s1 [train] +total_reward:4674.30 total_reward_ma:3936.29 loss:-16.99 fps:131.5 +frame:1.24e+06 wall_t:9428 t:77500 epi:nan +opt_step:232314 lr:0.0003 alpha:0.04428 +2026-02-13 01:38:44 | INFO | PID:1344 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_namethisgame_t0_s1 [train] +total_reward:4659.40 total_reward_ma:3961.34 loss:-15.96 fps:131.5 +frame:1.25e+06 wall_t:9504 t:78125 epi:nan +opt_step:234189 lr:0.0003 alpha:0.0447 +2026-02-13 01:40:00 | INFO | PID:1344 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_namethisgame_t0_s1 [train] +total_reward:4602.00 total_reward_ma:3985.80 loss:-17.07 fps:131.5 +frame:1.26e+06 wall_t:9579 t:78750 epi:nan +opt_step:236064 lr:0.0003 alpha:0.04419 +2026-02-13 01:41:15 | INFO | PID:1344 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_namethisgame_t0_s1 [train] +total_reward:4580.20 total_reward_ma:4009.72 loss:-16.19 fps:131.5 +frame:1.27e+06 wall_t:9655 t:79375 epi:nan +opt_step:237939 lr:0.0003 alpha:0.04385 +2026-02-13 01:42:30 | INFO | PID:1344 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_namethisgame_t0_s1 [train] +total_reward:4557.70 total_reward_ma:4033.23 loss:-16.52 fps:131.6 +frame:1.28e+06 wall_t:9730 t:80000 epi:nan +opt_step:239814 lr:0.0003 alpha:0.04356 +2026-02-13 01:43:46 | INFO | PID:1344 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_namethisgame_t0_s1 [train] +total_reward:4530.50 total_reward_ma:4056.48 loss:-16.37 fps:131.6 +frame:1.29e+06 wall_t:9806 t:80625 epi:nan +opt_step:241689 lr:0.0003 alpha:0.04336 +2026-02-13 01:45:01 | INFO | PID:1344 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_namethisgame_t0_s1 [train] +total_reward:4508.70 total_reward_ma:4079.37 loss:-16.24 fps:131.6 +frame:1.30e+06 wall_t:9881 t:81250 epi:nan +opt_step:243564 lr:0.0003 alpha:0.04412 +2026-02-13 01:46:17 | INFO | PID:1344 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_namethisgame_t0_s1 [train] +total_reward:4489.20 total_reward_ma:4102.17 loss:-16.95 fps:131.6 +frame:1.31e+06 wall_t:9957 t:81875 epi:nan +opt_step:245439 lr:0.0003 alpha:0.04326 +2026-02-13 01:47:33 | INFO | PID:1344 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_namethisgame_t0_s1 [train] +total_reward:4503.60 total_reward_ma:4125.29 loss:-16.01 fps:131.6 +frame:1.32e+06 wall_t:10032 t:82500 epi:nan +opt_step:247314 lr:0.0003 alpha:0.04378 +2026-02-13 01:48:48 | INFO | PID:1344 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_namethisgame_t0_s1 [train] +total_reward:4463.50 total_reward_ma:4147.95 loss:-16.1 fps:131.6 +frame:1.33e+06 wall_t:10108 t:83125 epi:nan +opt_step:249189 lr:0.0003 alpha:0.04458 +2026-02-13 01:50:03 | INFO | PID:1344 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_namethisgame_t0_s1 [train] +total_reward:4483.40 total_reward_ma:4170.78 loss:-16.47 fps:131.6 +frame:1.34e+06 wall_t:10183 t:83750 epi:nan +opt_step:251064 lr:0.0003 alpha:0.04341 +2026-02-13 01:51:19 | INFO | PID:1344 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_namethisgame_t0_s1 [train] +total_reward:4512.70 total_reward_ma:4193.77 loss:-16.02 fps:131.6 +frame:1.35e+06 wall_t:10259 t:84375 epi:nan +opt_step:252939 lr:0.0003 alpha:0.04352 +2026-02-13 01:52:35 | INFO | PID:1344 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_namethisgame_t0_s1 [train] +total_reward:4489.00 total_reward_ma:4217.03 loss:-15.83 fps:131.6 +frame:1.36e+06 wall_t:10334 t:85000 epi:nan +opt_step:254814 lr:0.0003 alpha:0.04255 +2026-02-13 01:53:50 | INFO | PID:1344 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_namethisgame_t0_s1 [train] +total_reward:4479.40 total_reward_ma:4240.33 loss:-16.47 fps:131.6 +frame:1.37e+06 wall_t:10410 t:85625 epi:nan +opt_step:256689 lr:0.0003 alpha:0.04191 +2026-02-13 01:55:06 | INFO | PID:1344 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_namethisgame_t0_s1 [train] +total_reward:4427.50 total_reward_ma:4262.84 loss:-16.21 fps:131.6 +frame:1.38e+06 wall_t:10486 t:86250 epi:nan +opt_step:258564 lr:0.0003 alpha:0.04183 +2026-02-13 01:56:22 | INFO | PID:1344 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_namethisgame_t0_s1 [train] +total_reward:4389.70 total_reward_ma:4284.14 loss:-15.9 fps:131.6 +frame:1.39e+06 wall_t:10562 t:86875 epi:nan +opt_step:260439 lr:0.0003 alpha:0.0422 +2026-02-13 01:57:37 | INFO | PID:1344 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_namethisgame_t0_s1 [train] +total_reward:4376.50 total_reward_ma:4305.06 loss:-16.3 fps:131.6 +frame:1.40e+06 wall_t:10637 t:87500 epi:nan +opt_step:262314 lr:0.0003 alpha:0.04217 +2026-02-13 01:58:53 | INFO | PID:1344 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_namethisgame_t0_s1 [train] +total_reward:4421.30 total_reward_ma:4326.42 loss:-15.99 fps:131.6 +frame:1.41e+06 wall_t:10712 t:88125 epi:nan +opt_step:264189 lr:0.0003 alpha:0.04175 +2026-02-13 02:00:08 | INFO | PID:1344 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_namethisgame_t0_s1 [train] +total_reward:4417.50 total_reward_ma:4347.45 loss:-15.78 fps:131.6 +frame:1.42e+06 wall_t:10788 t:88750 epi:nan +opt_step:266064 lr:0.0003 alpha:0.04105 +2026-02-13 02:01:23 | INFO | PID:1344 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_namethisgame_t0_s1 [train] +total_reward:4417.50 total_reward_ma:4367.77 loss:-15.95 fps:131.6 +frame:1.43e+06 wall_t:10863 t:89375 epi:nan +opt_step:267939 lr:0.0003 alpha:0.04137 +2026-02-13 02:02:39 | INFO | PID:1344 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_namethisgame_t0_s1 [train] +total_reward:4433.20 total_reward_ma:4387.59 loss:-16.21 fps:131.6 +frame:1.44e+06 wall_t:10939 t:90000 epi:nan +opt_step:269814 lr:0.0003 alpha:0.04054 +2026-02-13 02:03:55 | INFO | PID:1344 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_namethisgame_t0_s1 [train] +total_reward:4374.80 total_reward_ma:4406.57 loss:-15.68 fps:131.6 +frame:1.45e+06 wall_t:11015 t:90625 epi:nan +opt_step:271689 lr:0.0003 alpha:0.0394 +2026-02-13 02:05:11 | INFO | PID:1344 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_namethisgame_t0_s1 [train] +total_reward:4328.10 total_reward_ma:4424.63 loss:-15.9 fps:131.7 +frame:1.46e+06 wall_t:11090 t:91250 epi:nan +opt_step:273564 lr:0.0003 alpha:0.03974 +2026-02-13 02:06:26 | INFO | PID:1344 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_namethisgame_t0_s1 [train] +total_reward:4278.70 total_reward_ma:4441.97 loss:-15.23 fps:131.6 +frame:1.47e+06 wall_t:11166 t:91875 epi:nan +opt_step:275439 lr:0.0003 alpha:0.03908 +2026-02-13 02:07:42 | INFO | PID:1344 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_namethisgame_t0_s1 [train] +total_reward:4176.70 total_reward_ma:4457.58 loss:-15.6 fps:131.7 +frame:1.48e+06 wall_t:11241 t:92500 epi:nan +opt_step:277314 lr:0.0003 alpha:0.03905 +2026-02-13 02:08:57 | INFO | PID:1344 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_namethisgame_t0_s1 [train] +total_reward:4065.50 total_reward_ma:4471.43 loss:-15.59 fps:131.7 +frame:1.49e+06 wall_t:11317 t:93125 epi:nan +opt_step:279189 lr:0.0003 alpha:0.03968 +2026-02-13 02:10:13 | INFO | PID:1344 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_namethisgame_t0_s1 [train] +total_reward:4095.00 total_reward_ma:4484.03 loss:-15.03 fps:131.7 +frame:1.50e+06 wall_t:11393 t:93750 epi:nan +opt_step:281064 lr:0.0003 alpha:0.03931 +2026-02-13 02:11:29 | INFO | PID:1344 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_namethisgame_t0_s1 [train] +total_reward:4044.20 total_reward_ma:4494.56 loss:-15.4 fps:131.7 +frame:1.51e+06 wall_t:11468 t:94375 epi:nan +opt_step:282939 lr:0.0003 alpha:0.03936 +2026-02-13 02:12:44 | INFO | PID:1344 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_namethisgame_t0_s1 [train] +total_reward:4013.30 total_reward_ma:4504.09 loss:-15.08 fps:131.7 +frame:1.52e+06 wall_t:11544 t:95000 epi:nan +opt_step:284814 lr:0.0003 alpha:0.03892 +2026-02-13 02:14:00 | INFO | PID:1344 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_namethisgame_t0_s1 [train] +total_reward:4029.00 total_reward_ma:4513.55 loss:-15.28 fps:131.7 +frame:1.53e+06 wall_t:11620 t:95625 epi:nan +opt_step:286689 lr:0.0003 alpha:0.03865 +2026-02-13 02:15:16 | INFO | PID:1344 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_namethisgame_t0_s1 [train] +total_reward:3999.50 total_reward_ma:4522.54 loss:-14.34 fps:131.7 +frame:1.54e+06 wall_t:11695 t:96250 epi:nan +opt_step:288564 lr:0.0003 alpha:0.03932 +2026-02-13 02:16:31 | INFO | PID:1344 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_namethisgame_t0_s1 [train] +total_reward:4023.40 total_reward_ma:4530.93 loss:-15.3 fps:131.7 +frame:1.55e+06 wall_t:11771 t:96875 epi:nan +opt_step:290439 lr:0.0003 alpha:0.03891 +2026-02-13 02:17:47 | INFO | PID:1344 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_namethisgame_t0_s1 [train] +total_reward:4064.90 total_reward_ma:4539.73 loss:-15.26 fps:131.7 +frame:1.56e+06 wall_t:11847 t:97500 epi:nan +opt_step:292314 lr:0.0003 alpha:0.03919 +2026-02-13 02:19:03 | INFO | PID:1344 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_namethisgame_t0_s1 [train] +total_reward:4064.80 total_reward_ma:4546.60 loss:-14.9 fps:131.7 +frame:1.57e+06 wall_t:11922 t:98125 epi:nan +opt_step:294189 lr:0.0003 alpha:0.03838 +2026-02-13 02:20:19 | INFO | PID:1344 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_namethisgame_t0_s1 [train] +total_reward:3995.80 total_reward_ma:4550.93 loss:-14.02 fps:131.7 +frame:1.58e+06 wall_t:11998 t:98750 epi:nan +opt_step:296064 lr:0.0003 alpha:0.03869 +2026-02-13 02:21:34 | INFO | PID:1344 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_namethisgame_t0_s1 [train] +total_reward:3986.00 total_reward_ma:4555.15 loss:-14.76 fps:131.7 +frame:1.59e+06 wall_t:12074 t:99375 epi:nan +opt_step:297939 lr:0.0003 alpha:0.03767 +2026-02-13 02:22:50 | INFO | PID:1344 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_namethisgame_t0_s1 [train] +total_reward:4025.30 total_reward_ma:4558.51 loss:-14.59 fps:131.7 +frame:1.60e+06 wall_t:12149 t:100000 epi:nan +opt_step:299814 lr:0.0003 alpha:0.0373 +2026-02-13 02:24:06 | INFO | PID:1344 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_namethisgame_t0_s1 [train] +total_reward:3991.60 total_reward_ma:4561.43 loss:-14.6 fps:131.7 +frame:1.61e+06 wall_t:12225 t:100625 epi:nan +opt_step:301689 lr:0.0003 alpha:0.03826 +2026-02-13 02:25:21 | INFO | PID:1344 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_namethisgame_t0_s1 [train] +total_reward:3972.00 total_reward_ma:4562.65 loss:-14.41 fps:131.7 +frame:1.62e+06 wall_t:12301 t:101250 epi:nan +opt_step:303564 lr:0.0003 alpha:0.03703 +2026-02-13 02:26:37 | INFO | PID:1344 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_namethisgame_t0_s1 [train] +total_reward:3928.90 total_reward_ma:4562.73 loss:-14.62 fps:131.7 +frame:1.63e+06 wall_t:12376 t:101875 epi:nan +opt_step:305439 lr:0.0003 alpha:0.03716 +2026-02-13 02:27:52 | INFO | PID:1344 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_namethisgame_t0_s1 [train] +total_reward:3902.80 total_reward_ma:4561.86 loss:-14.42 fps:131.7 +frame:1.64e+06 wall_t:12452 t:102500 epi:nan +opt_step:307314 lr:0.0003 alpha:0.03697 +2026-02-13 02:29:07 | INFO | PID:1344 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_namethisgame_t0_s1 [train] +total_reward:3878.00 total_reward_ma:4559.15 loss:-14.6 fps:131.7 +frame:1.65e+06 wall_t:12527 t:103125 epi:nan +opt_step:309189 lr:0.0003 alpha:0.03634 +2026-02-13 02:30:23 | INFO | PID:1344 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_namethisgame_t0_s1 [train] +total_reward:3876.20 total_reward_ma:4555.47 loss:-13.86 fps:131.7 +frame:1.66e+06 wall_t:12602 t:103750 epi:nan +opt_step:311064 lr:0.0003 alpha:0.03652 +2026-02-13 02:31:38 | INFO | PID:1344 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_namethisgame_t0_s1 [train] +total_reward:3897.00 total_reward_ma:4550.57 loss:-13.75 fps:131.7 +frame:1.67e+06 wall_t:12678 t:104375 epi:nan +opt_step:312939 lr:0.0003 alpha:0.03621 +2026-02-13 02:32:53 | INFO | PID:1344 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_namethisgame_t0_s1 [train] +total_reward:3928.20 total_reward_ma:4545.39 loss:-13.3 fps:131.7 +frame:1.68e+06 wall_t:12753 t:105000 epi:nan +opt_step:314814 lr:0.0003 alpha:0.03501 +2026-02-13 02:34:09 | INFO | PID:1344 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_namethisgame_t0_s1 [train] +total_reward:3879.20 total_reward_ma:4538.69 loss:-13.32 fps:131.7 +frame:1.69e+06 wall_t:12829 t:105625 epi:nan +opt_step:316689 lr:0.0003 alpha:0.03535 +2026-02-13 02:35:25 | INFO | PID:1344 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_namethisgame_t0_s1 [train] +total_reward:3851.20 total_reward_ma:4531.02 loss:-13.52 fps:131.7 +frame:1.70e+06 wall_t:12904 t:106250 epi:nan +opt_step:318564 lr:0.0003 alpha:0.03487 +2026-02-13 02:36:40 | INFO | PID:1344 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_namethisgame_t0_s1 [train] +total_reward:3884.40 total_reward_ma:4523.53 loss:-13.63 fps:131.7 +frame:1.71e+06 wall_t:12980 t:106875 epi:nan +opt_step:320439 lr:0.0003 alpha:0.03456 +2026-02-13 02:37:55 | INFO | PID:1344 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_namethisgame_t0_s1 [train] +total_reward:3786.10 total_reward_ma:4514.54 loss:-13.77 fps:131.8 +frame:1.72e+06 wall_t:13055 t:107500 epi:nan +opt_step:322314 lr:0.0003 alpha:0.03476 +2026-02-13 02:39:10 | INFO | PID:1344 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_namethisgame_t0_s1 [train] +total_reward:3778.30 total_reward_ma:4504.95 loss:-13.69 fps:131.8 +frame:1.73e+06 wall_t:13130 t:108125 epi:nan +opt_step:324189 lr:0.0003 alpha:0.03379 +2026-02-13 02:40:27 | INFO | PID:1344 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_namethisgame_t0_s1 [train] +total_reward:3746.00 total_reward_ma:4493.98 loss:-13.43 fps:131.8 +frame:1.74e+06 wall_t:13206 t:108750 epi:nan +opt_step:326064 lr:0.0003 alpha:0.03195 +2026-02-13 02:41:42 | INFO | PID:1344 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_namethisgame_t0_s1 [train] +total_reward:3707.10 total_reward_ma:4482.02 loss:-13.16 fps:131.8 +frame:1.75e+06 wall_t:13282 t:109375 epi:nan +opt_step:327939 lr:0.0003 alpha:0.03193 +2026-02-13 02:42:58 | INFO | PID:1344 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_namethisgame_t0_s1 [train] +total_reward:3713.70 total_reward_ma:4470.09 loss:-13.21 fps:131.8 +frame:1.76e+06 wall_t:13357 t:110000 epi:nan +opt_step:329814 lr:0.0003 alpha:0.03111 +2026-02-13 02:44:14 | INFO | PID:1344 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_namethisgame_t0_s1 [train] +total_reward:3693.40 total_reward_ma:4457.72 loss:-13.05 fps:131.8 +frame:1.77e+06 wall_t:13433 t:110625 epi:nan +opt_step:331689 lr:0.0003 alpha:0.03116 +2026-02-13 02:45:29 | INFO | PID:1344 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_namethisgame_t0_s1 [train] +total_reward:3746.30 total_reward_ma:4444.96 loss:-13.39 fps:131.8 +frame:1.78e+06 wall_t:13508 t:111250 epi:nan +opt_step:333564 lr:0.0003 alpha:0.03116 +2026-02-13 02:46:45 | INFO | PID:1344 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_namethisgame_t0_s1 [train] +total_reward:3803.00 total_reward_ma:4432.64 loss:-12.6 fps:131.8 +frame:1.79e+06 wall_t:13584 t:111875 epi:nan +opt_step:335439 lr:0.0003 alpha:0.02986 +2026-02-13 02:48:00 | INFO | PID:1344 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_namethisgame_t0_s1 [train] +total_reward:3886.40 total_reward_ma:4421.04 loss:-12.37 fps:131.8 +frame:1.80e+06 wall_t:13660 t:112500 epi:nan +opt_step:337314 lr:0.0003 alpha:0.02982 +2026-02-13 02:49:16 | INFO | PID:1344 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_namethisgame_t0_s1 [train] +total_reward:3900.10 total_reward_ma:4409.68 loss:-12.72 fps:131.8 +frame:1.81e+06 wall_t:13736 t:113125 epi:nan +opt_step:339189 lr:0.0003 alpha:0.02964 +2026-02-13 02:50:31 | INFO | PID:1344 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_namethisgame_t0_s1 [train] +total_reward:3892.50 total_reward_ma:4397.44 loss:-12.14 fps:131.8 +frame:1.82e+06 wall_t:13811 t:113750 epi:nan +opt_step:341064 lr:0.0003 alpha:0.03055 +2026-02-13 02:51:47 | INFO | PID:1344 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_namethisgame_t0_s1 [train] +total_reward:3792.10 total_reward_ma:4383.90 loss:-12.66 fps:131.8 +frame:1.83e+06 wall_t:13887 t:114375 epi:nan +opt_step:342939 lr:0.0003 alpha:0.02973 +2026-02-13 02:53:02 | INFO | PID:1344 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_namethisgame_t0_s1 [train] +total_reward:3792.10 total_reward_ma:4369.92 loss:-12.33 fps:131.8 +frame:1.84e+06 wall_t:13962 t:115000 epi:nan +opt_step:344814 lr:0.0003 alpha:0.02981 +2026-02-13 02:54:18 | INFO | PID:1344 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_namethisgame_t0_s1 [train] +total_reward:3655.70 total_reward_ma:4354.88 loss:-12.04 fps:131.8 +frame:1.85e+06 wall_t:14037 t:115625 epi:nan +opt_step:346689 lr:0.0003 alpha:0.02931 +2026-02-13 02:55:33 | INFO | PID:1344 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_namethisgame_t0_s1 [train] +total_reward:3622.60 total_reward_ma:4339.51 loss:-11.99 fps:131.8 +frame:1.86e+06 wall_t:14113 t:116250 epi:nan +opt_step:348564 lr:0.0003 alpha:0.02907 +2026-02-13 02:56:49 | INFO | PID:1344 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_namethisgame_t0_s1 [train] +total_reward:3610.40 total_reward_ma:4324.71 loss:-12.19 fps:131.8 +frame:1.87e+06 wall_t:14188 t:116875 epi:nan +opt_step:350439 lr:0.0003 alpha:0.02911 +2026-02-13 02:58:04 | INFO | PID:1344 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_namethisgame_t0_s1 [train] +total_reward:3607.60 total_reward_ma:4309.84 loss:-11.83 fps:131.8 +frame:1.88e+06 wall_t:14264 t:117500 epi:nan +opt_step:352314 lr:0.0003 alpha:0.02896 +2026-02-13 02:59:20 | INFO | PID:1344 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_namethisgame_t0_s1 [train] +total_reward:3630.60 total_reward_ma:4295.63 loss:-12.24 fps:131.8 +frame:1.89e+06 wall_t:14339 t:118125 epi:nan +opt_step:354189 lr:0.0003 alpha:0.02846 +2026-02-13 03:00:36 | INFO | PID:1344 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_namethisgame_t0_s1 [train] +total_reward:3588.40 total_reward_ma:4281.96 loss:-11.73 fps:131.8 +frame:1.90e+06 wall_t:14416 t:118750 epi:nan +opt_step:356064 lr:0.0003 alpha:0.02788 +2026-02-13 03:01:52 | INFO | PID:1344 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_namethisgame_t0_s1 [train] +total_reward:3546.20 total_reward_ma:4268.27 loss:-11.93 fps:131.8 +frame:1.91e+06 wall_t:14491 t:119375 epi:nan +opt_step:357939 lr:0.0003 alpha:0.02741 +2026-02-13 03:03:07 | INFO | PID:1344 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_namethisgame_t0_s1 [train] +total_reward:3526.50 total_reward_ma:4254.25 loss:-11.28 fps:131.8 +frame:1.92e+06 wall_t:14566 t:120000 epi:nan +opt_step:359814 lr:0.0003 alpha:0.02801 +2026-02-13 03:04:23 | INFO | PID:1344 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_namethisgame_t0_s1 [train] +total_reward:3579.30 total_reward_ma:4240.78 loss:-11.75 fps:131.8 +frame:1.93e+06 wall_t:14642 t:120625 epi:nan +opt_step:361689 lr:0.0003 alpha:0.02798 +2026-02-13 03:05:39 | INFO | PID:1344 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_namethisgame_t0_s1 [train] +total_reward:3551.50 total_reward_ma:4227.03 loss:-11.42 fps:131.8 +frame:1.94e+06 wall_t:14718 t:121250 epi:nan +opt_step:363564 lr:0.0003 alpha:0.02731 +2026-02-13 03:06:55 | INFO | PID:1344 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_namethisgame_t0_s1 [train] +total_reward:3497.10 total_reward_ma:4213.62 loss:-11.53 fps:131.8 +frame:1.95e+06 wall_t:14794 t:121875 epi:nan +opt_step:365439 lr:0.0003 alpha:0.02767 +2026-02-13 03:08:10 | INFO | PID:1344 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_namethisgame_t0_s1 [train] +total_reward:3411.50 total_reward_ma:4200.32 loss:-11.2 fps:131.8 +frame:1.96e+06 wall_t:14870 t:122500 epi:nan +opt_step:367314 lr:0.0003 alpha:0.02697 +2026-02-13 03:09:26 | INFO | PID:1344 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_namethisgame_t0_s1 [train] +total_reward:3382.20 total_reward_ma:4187.12 loss:-11.05 fps:131.8 +frame:1.97e+06 wall_t:14946 t:123125 epi:nan +opt_step:369189 lr:0.0003 alpha:0.02822 +2026-02-13 03:10:42 | INFO | PID:1344 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_namethisgame_t0_s1 [train] +total_reward:3374.60 total_reward_ma:4173.36 loss:-11.25 fps:131.8 +frame:1.98e+06 wall_t:15022 t:123750 epi:nan +opt_step:371064 lr:0.0003 alpha:0.02782 +2026-02-13 03:11:59 | INFO | PID:1344 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_namethisgame_t0_s1 [train] +total_reward:3384.60 total_reward_ma:4159.84 loss:-10.88 fps:131.8 +frame:1.99e+06 wall_t:15099 t:124375 epi:nan +opt_step:372939 lr:0.0003 alpha:0.02774 +2026-02-13 03:13:14 | INFO | PID:1344 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_namethisgame_t0_s1 [train] +total_reward:3355.40 total_reward_ma:4146.48 loss:-11.14 fps:131.8 +frame:2.00e+06 wall_t:15174 t:125000 epi:nan +opt_step:374814 lr:0.0003 alpha:0.02759 +2026-02-13 03:13:14 | INFO | PID:1344 | slm_lab.lib.logger:info | Session 1 done diff --git a/data/sac_atari_namethisgame_2026_02_12_230011/log/sac_atari_namethisgame_t0_s2.log b/data/sac_atari_namethisgame_2026_02_12_230011/log/sac_atari_namethisgame_t0_s2.log new file mode 100644 index 0000000000000000000000000000000000000000..c78ead588feb3e3103c5857194d0a3c4de8d073f --- /dev/null +++ b/data/sac_atari_namethisgame_2026_02_12_230011/log/sac_atari_namethisgame_t0_s2.log @@ -0,0 +1,802 @@ +2026-02-12 23:00:17 | INFO | PID:1345 | slm_lab.env:_make_vector_env | AtariVectorEnv: 16 envs, native preprocessing +2026-02-12 23:02:12 | INFO | PID:1345 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_namethisgame_t0_s2 [train] +total_reward:310.00 total_reward_ma:310.00 loss:-12.57 fps:89.29 +frame:1.00e+04 wall_t:112 t:625 epi:nan +opt_step:1689 lr:0.0003 alpha:0.631 +2026-02-12 23:03:28 | INFO | PID:1345 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_namethisgame_t0_s2 [train] +total_reward:555.83 total_reward_ma:432.92 loss:-18.7 fps:106.4 +frame:2.00e+04 wall_t:188 t:1250 epi:nan +opt_step:3564 lr:0.0003 alpha:0.4036 +2026-02-12 23:04:44 | INFO | PID:1345 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_namethisgame_t0_s2 [train] +total_reward:1035.00 total_reward_ma:633.61 loss:-21.89 fps:114.1 +frame:3.00e+04 wall_t:263 t:1875 epi:nan +opt_step:5439 lr:0.0003 alpha:0.2644 +2026-02-12 23:06:01 | INFO | PID:1345 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_namethisgame_t0_s2 [train] +total_reward:1545.00 total_reward_ma:861.46 loss:-23.21 fps:117.3 +frame:4.00e+04 wall_t:341 t:2500 epi:nan +opt_step:7314 lr:0.0003 alpha:0.1747 +2026-02-12 23:07:17 | INFO | PID:1345 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_namethisgame_t0_s2 [train] +total_reward:1771.67 total_reward_ma:1043.50 loss:-23.43 fps:119.9 +frame:5.00e+04 wall_t:417 t:3125 epi:nan +opt_step:9189 lr:0.0003 alpha:0.1159 +2026-02-12 23:08:33 | INFO | PID:1345 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_namethisgame_t0_s2 [train] +total_reward:2219.41 total_reward_ma:1239.49 loss:-22.73 fps:121.7 +frame:6.00e+04 wall_t:493 t:3750 epi:nan +opt_step:11064 lr:0.0003 alpha:0.07723 +2026-02-12 23:09:49 | INFO | PID:1345 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_namethisgame_t0_s2 [train] +total_reward:2219.41 total_reward_ma:1379.47 loss:-21.7 fps:123.2 +frame:7.00e+04 wall_t:568 t:4375 epi:nan +opt_step:12939 lr:0.0003 alpha:0.05168 +2026-02-12 23:11:05 | INFO | PID:1345 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_namethisgame_t0_s2 [train] +total_reward:2164.78 total_reward_ma:1477.64 loss:-20.94 fps:124 +frame:8.00e+04 wall_t:645 t:5000 epi:nan +opt_step:14814 lr:0.0003 alpha:0.03486 +2026-02-12 23:12:21 | INFO | PID:1345 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_namethisgame_t0_s2 [train] +total_reward:2205.38 total_reward_ma:1558.50 loss:-19.79 fps:124.8 +frame:9.00e+04 wall_t:721 t:5625 epi:nan +opt_step:16689 lr:0.0003 alpha:0.02382 +2026-02-12 23:13:38 | INFO | PID:1345 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_namethisgame_t0_s2 [train] +total_reward:2304.33 total_reward_ma:1633.08 loss:-18.62 fps:125.5 +frame:1.00e+05 wall_t:797 t:6250 epi:nan +opt_step:18564 lr:0.0003 alpha:0.01664 +2026-02-12 23:14:54 | INFO | PID:1345 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_namethisgame_t0_s2 [train] +total_reward:2294.41 total_reward_ma:1693.20 loss:-17.44 fps:126 +frame:1.10e+05 wall_t:873 t:6875 epi:nan +opt_step:20439 lr:0.0003 alpha:0.01205 +2026-02-12 23:16:09 | INFO | PID:1345 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_namethisgame_t0_s2 [train] +total_reward:2305.71 total_reward_ma:1744.25 loss:-16.32 fps:126.4 +frame:1.20e+05 wall_t:949 t:7500 epi:nan +opt_step:22314 lr:0.0003 alpha:0.00911 +2026-02-12 23:17:25 | INFO | PID:1345 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_namethisgame_t0_s2 [train] +total_reward:2339.29 total_reward_ma:1790.02 loss:-15.23 fps:126.8 +frame:1.30e+05 wall_t:1025 t:8125 epi:nan +opt_step:24189 lr:0.0003 alpha:0.007427 +2026-02-12 23:18:40 | INFO | PID:1345 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_namethisgame_t0_s2 [train] +total_reward:2353.95 total_reward_ma:1830.30 loss:-14.34 fps:127.3 +frame:1.40e+05 wall_t:1100 t:8750 epi:nan +opt_step:26064 lr:0.0003 alpha:0.006868 +2026-02-12 23:19:56 | INFO | PID:1345 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_namethisgame_t0_s2 [train] +total_reward:2378.72 total_reward_ma:1866.86 loss:-13.29 fps:127.6 +frame:1.50e+05 wall_t:1176 t:9375 epi:nan +opt_step:27939 lr:0.0003 alpha:0.006943 +2026-02-12 23:21:12 | INFO | PID:1345 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_namethisgame_t0_s2 [train] +total_reward:2433.40 total_reward_ma:1902.27 loss:-12.52 fps:127.8 +frame:1.60e+05 wall_t:1252 t:10000 epi:nan +opt_step:29814 lr:0.0003 alpha:0.007512 +2026-02-12 23:22:29 | INFO | PID:1345 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_namethisgame_t0_s2 [train] +total_reward:2419.82 total_reward_ma:1932.71 loss:-12.13 fps:127.9 +frame:1.70e+05 wall_t:1329 t:10625 epi:nan +opt_step:31689 lr:0.0003 alpha:0.00792 +2026-02-12 23:23:45 | INFO | PID:1345 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_namethisgame_t0_s2 [train] +total_reward:2388.10 total_reward_ma:1958.01 loss:-11.41 fps:128.2 +frame:1.80e+05 wall_t:1404 t:11250 epi:nan +opt_step:33564 lr:0.0003 alpha:0.009013 +2026-02-12 23:25:01 | INFO | PID:1345 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_namethisgame_t0_s2 [train] +total_reward:2379.21 total_reward_ma:1980.18 loss:-11.12 fps:128.3 +frame:1.90e+05 wall_t:1481 t:11875 epi:nan +opt_step:35439 lr:0.0003 alpha:0.00936 +2026-02-12 23:26:17 | INFO | PID:1345 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_namethisgame_t0_s2 [train] +total_reward:2376.09 total_reward_ma:1999.98 loss:-10.68 fps:128.5 +frame:2.00e+05 wall_t:1557 t:12500 epi:nan +opt_step:37314 lr:0.0003 alpha:0.01048 +2026-02-12 23:27:33 | INFO | PID:1345 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_namethisgame_t0_s2 [train] +total_reward:2369.28 total_reward_ma:2017.56 loss:-9.883 fps:128.6 +frame:2.10e+05 wall_t:1633 t:13125 epi:nan +opt_step:39189 lr:0.0003 alpha:0.01047 +2026-02-12 23:28:50 | INFO | PID:1345 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_namethisgame_t0_s2 [train] +total_reward:2340.00 total_reward_ma:2032.22 loss:-9.926 fps:128.7 +frame:2.20e+05 wall_t:1710 t:13750 epi:nan +opt_step:41064 lr:0.0003 alpha:0.009691 +2026-02-12 23:30:06 | INFO | PID:1345 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_namethisgame_t0_s2 [train] +total_reward:2357.66 total_reward_ma:2046.37 loss:-9.272 fps:128.9 +frame:2.30e+05 wall_t:1785 t:14375 epi:nan +opt_step:42939 lr:0.0003 alpha:0.008672 +2026-02-12 23:31:21 | INFO | PID:1345 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_namethisgame_t0_s2 [train] +total_reward:2345.00 total_reward_ma:2058.81 loss:-9.454 fps:129 +frame:2.40e+05 wall_t:1861 t:15000 epi:nan +opt_step:44814 lr:0.0003 alpha:0.008665 +2026-02-12 23:32:37 | INFO | PID:1345 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_namethisgame_t0_s2 [train] +total_reward:2351.23 total_reward_ma:2070.51 loss:-8.871 fps:129.1 +frame:2.50e+05 wall_t:1937 t:15625 epi:nan +opt_step:46689 lr:0.0003 alpha:0.009423 +2026-02-12 23:33:53 | INFO | PID:1345 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_namethisgame_t0_s2 [train] +total_reward:2355.80 total_reward_ma:2081.48 loss:-8.542 fps:129.2 +frame:2.60e+05 wall_t:2013 t:16250 epi:nan +opt_step:48564 lr:0.0003 alpha:0.01025 +2026-02-12 23:35:09 | INFO | PID:1345 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_namethisgame_t0_s2 [train] +total_reward:2355.44 total_reward_ma:2091.63 loss:-8.324 fps:129.3 +frame:2.70e+05 wall_t:2088 t:16875 epi:nan +opt_step:50439 lr:0.0003 alpha:0.009742 +2026-02-12 23:36:25 | INFO | PID:1345 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_namethisgame_t0_s2 [train] +total_reward:2362.21 total_reward_ma:2101.29 loss:-7.975 fps:129.3 +frame:2.80e+05 wall_t:2165 t:17500 epi:nan +opt_step:52314 lr:0.0003 alpha:0.009827 +2026-02-12 23:37:41 | INFO | PID:1345 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_namethisgame_t0_s2 [train] +total_reward:2359.30 total_reward_ma:2110.19 loss:-7.978 fps:129.4 +frame:2.90e+05 wall_t:2241 t:18125 epi:nan +opt_step:54189 lr:0.0003 alpha:0.01064 +2026-02-12 23:38:57 | INFO | PID:1345 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_namethisgame_t0_s2 [train] +total_reward:2367.70 total_reward_ma:2118.77 loss:-7.553 fps:129.5 +frame:3.00e+05 wall_t:2317 t:18750 epi:nan +opt_step:56064 lr:0.0003 alpha:0.01126 +2026-02-12 23:40:12 | INFO | PID:1345 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_namethisgame_t0_s2 [train] +total_reward:2362.40 total_reward_ma:2126.63 loss:-7.472 fps:129.6 +frame:3.10e+05 wall_t:2392 t:19375 epi:nan +opt_step:57939 lr:0.0003 alpha:0.0107 +2026-02-12 23:41:29 | INFO | PID:1345 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_namethisgame_t0_s2 [train] +total_reward:2360.80 total_reward_ma:2133.95 loss:-7.336 fps:129.7 +frame:3.20e+05 wall_t:2468 t:20000 epi:nan +opt_step:59814 lr:0.0003 alpha:0.01096 +2026-02-12 23:42:44 | INFO | PID:1345 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_namethisgame_t0_s2 [train] +total_reward:2397.10 total_reward_ma:2141.92 loss:-7.289 fps:129.7 +frame:3.30e+05 wall_t:2544 t:20625 epi:nan +opt_step:61689 lr:0.0003 alpha:0.01115 +2026-02-12 23:44:01 | INFO | PID:1345 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_namethisgame_t0_s2 [train] +total_reward:2384.30 total_reward_ma:2149.05 loss:-6.786 fps:129.7 +frame:3.40e+05 wall_t:2621 t:21250 epi:nan +opt_step:63564 lr:0.0003 alpha:0.01133 +2026-02-12 23:45:17 | INFO | PID:1345 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_namethisgame_t0_s2 [train] +total_reward:2354.20 total_reward_ma:2154.91 loss:-6.842 fps:129.8 +frame:3.50e+05 wall_t:2697 t:21875 epi:nan +opt_step:65439 lr:0.0003 alpha:0.01171 +2026-02-12 23:46:33 | INFO | PID:1345 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_namethisgame_t0_s2 [train] +total_reward:2433.20 total_reward_ma:2162.64 loss:-6.76 fps:129.8 +frame:3.60e+05 wall_t:2773 t:22500 epi:nan +opt_step:67314 lr:0.0003 alpha:0.01265 +2026-02-12 23:47:49 | INFO | PID:1345 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_namethisgame_t0_s2 [train] +total_reward:2453.60 total_reward_ma:2170.51 loss:-6.629 fps:129.9 +frame:3.70e+05 wall_t:2849 t:23125 epi:nan +opt_step:69189 lr:0.0003 alpha:0.01378 +2026-02-12 23:49:05 | INFO | PID:1345 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_namethisgame_t0_s2 [train] +total_reward:2483.50 total_reward_ma:2178.74 loss:-6.742 fps:130 +frame:3.80e+05 wall_t:2924 t:23750 epi:nan +opt_step:71064 lr:0.0003 alpha:0.01545 +2026-02-12 23:50:20 | INFO | PID:1345 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_namethisgame_t0_s2 [train] +total_reward:2482.30 total_reward_ma:2186.53 loss:-6.794 fps:130 +frame:3.90e+05 wall_t:3000 t:24375 epi:nan +opt_step:72939 lr:0.0003 alpha:0.01741 +2026-02-12 23:51:36 | INFO | PID:1345 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_namethisgame_t0_s2 [train] +total_reward:2511.80 total_reward_ma:2194.66 loss:-6.478 fps:130 +frame:4.00e+05 wall_t:3076 t:25000 epi:nan +opt_step:74814 lr:0.0003 alpha:0.01759 +2026-02-12 23:52:52 | INFO | PID:1345 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_namethisgame_t0_s2 [train] +total_reward:2568.60 total_reward_ma:2203.78 loss:-6.737 fps:130.1 +frame:4.10e+05 wall_t:3151 t:25625 epi:nan +opt_step:76689 lr:0.0003 alpha:0.01958 +2026-02-12 23:54:07 | INFO | PID:1345 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_namethisgame_t0_s2 [train] +total_reward:2596.20 total_reward_ma:2213.12 loss:-6.486 fps:130.2 +frame:4.20e+05 wall_t:3227 t:26250 epi:nan +opt_step:78564 lr:0.0003 alpha:0.02088 +2026-02-12 23:55:23 | INFO | PID:1345 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_namethisgame_t0_s2 [train] +total_reward:2649.30 total_reward_ma:2223.27 loss:-7.23 fps:130.2 +frame:4.30e+05 wall_t:3303 t:26875 epi:nan +opt_step:80439 lr:0.0003 alpha:0.0238 +2026-02-12 23:56:38 | INFO | PID:1345 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_namethisgame_t0_s2 [train] +total_reward:2657.10 total_reward_ma:2233.13 loss:-7.311 fps:130.3 +frame:4.40e+05 wall_t:3377 t:27500 epi:nan +opt_step:82314 lr:0.0003 alpha:0.0258 +2026-02-12 23:57:53 | INFO | PID:1345 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_namethisgame_t0_s2 [train] +total_reward:2683.20 total_reward_ma:2243.13 loss:-7.246 fps:130.3 +frame:4.50e+05 wall_t:3453 t:28125 epi:nan +opt_step:84189 lr:0.0003 alpha:0.02818 +2026-02-12 23:59:09 | INFO | PID:1345 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_namethisgame_t0_s2 [train] +total_reward:2830.10 total_reward_ma:2255.89 loss:-7.599 fps:130.3 +frame:4.60e+05 wall_t:3529 t:28750 epi:nan +opt_step:86064 lr:0.0003 alpha:0.03033 +2026-02-13 00:00:25 | INFO | PID:1345 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_namethisgame_t0_s2 [train] +total_reward:2891.00 total_reward_ma:2269.40 loss:-8.229 fps:130.4 +frame:4.70e+05 wall_t:3605 t:29375 epi:nan +opt_step:87939 lr:0.0003 alpha:0.03282 +2026-02-13 00:01:41 | INFO | PID:1345 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_namethisgame_t0_s2 [train] +total_reward:2956.20 total_reward_ma:2283.71 loss:-8.604 fps:130.4 +frame:4.80e+05 wall_t:3681 t:30000 epi:nan +opt_step:89814 lr:0.0003 alpha:0.03346 +2026-02-13 00:02:57 | INFO | PID:1345 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_namethisgame_t0_s2 [train] +total_reward:3035.00 total_reward_ma:2299.04 loss:-9.128 fps:130.4 +frame:4.90e+05 wall_t:3757 t:30625 epi:nan +opt_step:91689 lr:0.0003 alpha:0.03597 +2026-02-13 00:04:13 | INFO | PID:1345 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_namethisgame_t0_s2 [train] +total_reward:3064.00 total_reward_ma:2314.34 loss:-9.249 fps:130.4 +frame:5.00e+05 wall_t:3833 t:31250 epi:nan +opt_step:93564 lr:0.0003 alpha:0.03657 +2026-02-13 00:05:29 | INFO | PID:1345 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_namethisgame_t0_s2 [train] +total_reward:3079.20 total_reward_ma:2329.34 loss:-9.588 fps:130.5 +frame:5.10e+05 wall_t:3908 t:31875 epi:nan +opt_step:95439 lr:0.0003 alpha:0.03703 +2026-02-13 00:06:45 | INFO | PID:1345 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_namethisgame_t0_s2 [train] +total_reward:3168.80 total_reward_ma:2345.48 loss:-10.05 fps:130.5 +frame:5.20e+05 wall_t:3985 t:32500 epi:nan +opt_step:97314 lr:0.0003 alpha:0.03837 +2026-02-13 00:08:00 | INFO | PID:1345 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_namethisgame_t0_s2 [train] +total_reward:3239.30 total_reward_ma:2362.35 loss:-10.37 fps:130.5 +frame:5.30e+05 wall_t:4060 t:33125 epi:nan +opt_step:99189 lr:0.0003 alpha:0.03852 +2026-02-13 00:09:16 | INFO | PID:1345 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_namethisgame_t0_s2 [train] +total_reward:3372.70 total_reward_ma:2381.06 loss:-10.44 fps:130.6 +frame:5.40e+05 wall_t:4136 t:33750 epi:nan +opt_step:101064 lr:0.0003 alpha:0.04026 +2026-02-13 00:10:32 | INFO | PID:1345 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_namethisgame_t0_s2 [train] +total_reward:3477.50 total_reward_ma:2400.99 loss:-10.37 fps:130.6 +frame:5.50e+05 wall_t:4212 t:34375 epi:nan +opt_step:102939 lr:0.0003 alpha:0.04037 +2026-02-13 00:11:48 | INFO | PID:1345 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_namethisgame_t0_s2 [train] +total_reward:3514.00 total_reward_ma:2420.87 loss:-11.1 fps:130.6 +frame:5.60e+05 wall_t:4288 t:35000 epi:nan +opt_step:104814 lr:0.0003 alpha:0.04058 +2026-02-13 00:13:03 | INFO | PID:1345 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_namethisgame_t0_s2 [train] +total_reward:3553.80 total_reward_ma:2440.74 loss:-10.94 fps:130.6 +frame:5.70e+05 wall_t:4363 t:35625 epi:nan +opt_step:106689 lr:0.0003 alpha:0.042 +2026-02-13 00:14:19 | INFO | PID:1345 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_namethisgame_t0_s2 [train] +total_reward:3695.10 total_reward_ma:2462.37 loss:-11.43 fps:130.7 +frame:5.80e+05 wall_t:4439 t:36250 epi:nan +opt_step:108564 lr:0.0003 alpha:0.04183 +2026-02-13 00:15:35 | INFO | PID:1345 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_namethisgame_t0_s2 [train] +total_reward:3767.00 total_reward_ma:2484.48 loss:-11.65 fps:130.7 +frame:5.90e+05 wall_t:4515 t:36875 epi:nan +opt_step:110439 lr:0.0003 alpha:0.04285 +2026-02-13 00:16:50 | INFO | PID:1345 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_namethisgame_t0_s2 [train] +total_reward:3791.00 total_reward_ma:2506.26 loss:-12.29 fps:130.7 +frame:6.00e+05 wall_t:4590 t:37500 epi:nan +opt_step:112314 lr:0.0003 alpha:0.04348 +2026-02-13 00:18:06 | INFO | PID:1345 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_namethisgame_t0_s2 [train] +total_reward:3844.30 total_reward_ma:2528.19 loss:-12.15 fps:130.8 +frame:6.10e+05 wall_t:4665 t:38125 epi:nan +opt_step:114189 lr:0.0003 alpha:0.04437 +2026-02-13 00:19:20 | INFO | PID:1345 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_namethisgame_t0_s2 [train] +total_reward:3847.10 total_reward_ma:2549.47 loss:-12.7 fps:130.8 +frame:6.20e+05 wall_t:4740 t:38750 epi:nan +opt_step:116064 lr:0.0003 alpha:0.04464 +2026-02-13 00:20:36 | INFO | PID:1345 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_namethisgame_t0_s2 [train] +total_reward:3892.50 total_reward_ma:2570.78 loss:-12.73 fps:130.8 +frame:6.30e+05 wall_t:4815 t:39375 epi:nan +opt_step:117939 lr:0.0003 alpha:0.04497 +2026-02-13 00:21:52 | INFO | PID:1345 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_namethisgame_t0_s2 [train] +total_reward:3984.50 total_reward_ma:2592.87 loss:-12.94 fps:130.8 +frame:6.40e+05 wall_t:4892 t:40000 epi:nan +opt_step:119814 lr:0.0003 alpha:0.04646 +2026-02-13 00:23:08 | INFO | PID:1345 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_namethisgame_t0_s2 [train] +total_reward:4061.20 total_reward_ma:2615.46 loss:-13.34 fps:130.8 +frame:6.50e+05 wall_t:4968 t:40625 epi:nan +opt_step:121689 lr:0.0003 alpha:0.04722 +2026-02-13 00:24:24 | INFO | PID:1345 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_namethisgame_t0_s2 [train] +total_reward:4211.50 total_reward_ma:2639.64 loss:-13.77 fps:130.8 +frame:6.60e+05 wall_t:5044 t:41250 epi:nan +opt_step:123564 lr:0.0003 alpha:0.04738 +2026-02-13 00:25:40 | INFO | PID:1345 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_namethisgame_t0_s2 [train] +total_reward:4341.40 total_reward_ma:2665.04 loss:-13.95 fps:130.9 +frame:6.70e+05 wall_t:5120 t:41875 epi:nan +opt_step:125439 lr:0.0003 alpha:0.04723 +2026-02-13 00:26:55 | INFO | PID:1345 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_namethisgame_t0_s2 [train] +total_reward:4368.80 total_reward_ma:2690.10 loss:-14.41 fps:130.9 +frame:6.80e+05 wall_t:5195 t:42500 epi:nan +opt_step:127314 lr:0.0003 alpha:0.04756 +2026-02-13 00:28:11 | INFO | PID:1345 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_namethisgame_t0_s2 [train] +total_reward:4400.30 total_reward_ma:2714.88 loss:-14.57 fps:130.9 +frame:6.90e+05 wall_t:5271 t:43125 epi:nan +opt_step:129189 lr:0.0003 alpha:0.04854 +2026-02-13 00:29:26 | INFO | PID:1345 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_namethisgame_t0_s2 [train] +total_reward:4400.30 total_reward_ma:2738.96 loss:-14.24 fps:130.9 +frame:7.00e+05 wall_t:5346 t:43750 epi:nan +opt_step:131064 lr:0.0003 alpha:0.04976 +2026-02-13 00:30:42 | INFO | PID:1345 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_namethisgame_t0_s2 [train] +total_reward:4463.00 total_reward_ma:2763.24 loss:-15.21 fps:130.9 +frame:7.10e+05 wall_t:5422 t:44375 epi:nan +opt_step:132939 lr:0.0003 alpha:0.05021 +2026-02-13 00:31:57 | INFO | PID:1345 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_namethisgame_t0_s2 [train] +total_reward:4539.60 total_reward_ma:2787.92 loss:-14.88 fps:131 +frame:7.20e+05 wall_t:5497 t:45000 epi:nan +opt_step:134814 lr:0.0003 alpha:0.05085 +2026-02-13 00:33:13 | INFO | PID:1345 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_namethisgame_t0_s2 [train] +total_reward:4539.60 total_reward_ma:2811.91 loss:-14.73 fps:131 +frame:7.30e+05 wall_t:5573 t:45625 epi:nan +opt_step:136689 lr:0.0003 alpha:0.05174 +2026-02-13 00:34:28 | INFO | PID:1345 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_namethisgame_t0_s2 [train] +total_reward:4613.90 total_reward_ma:2836.26 loss:-15.7 fps:131 +frame:7.40e+05 wall_t:5648 t:46250 epi:nan +opt_step:138564 lr:0.0003 alpha:0.05083 +2026-02-13 00:35:44 | INFO | PID:1345 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_namethisgame_t0_s2 [train] +total_reward:4625.60 total_reward_ma:2860.12 loss:-15.97 fps:131 +frame:7.50e+05 wall_t:5724 t:46875 epi:nan +opt_step:140439 lr:0.0003 alpha:0.0515 +2026-02-13 00:37:00 | INFO | PID:1345 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_namethisgame_t0_s2 [train] +total_reward:4637.80 total_reward_ma:2883.51 loss:-15.23 fps:131.1 +frame:7.60e+05 wall_t:5799 t:47500 epi:nan +opt_step:142314 lr:0.0003 alpha:0.05067 +2026-02-13 00:38:15 | INFO | PID:1345 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_namethisgame_t0_s2 [train] +total_reward:4669.00 total_reward_ma:2906.70 loss:-16.06 fps:131.1 +frame:7.70e+05 wall_t:5875 t:48125 epi:nan +opt_step:144189 lr:0.0003 alpha:0.05073 +2026-02-13 00:39:31 | INFO | PID:1345 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_namethisgame_t0_s2 [train] +total_reward:4699.90 total_reward_ma:2929.69 loss:-15.66 fps:131.1 +frame:7.80e+05 wall_t:5951 t:48750 epi:nan +opt_step:146064 lr:0.0003 alpha:0.05139 +2026-02-13 00:40:46 | INFO | PID:1345 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_namethisgame_t0_s2 [train] +total_reward:4701.00 total_reward_ma:2952.11 loss:-16.21 fps:131.1 +frame:7.90e+05 wall_t:6026 t:49375 epi:nan +opt_step:147939 lr:0.0003 alpha:0.05131 +2026-02-13 00:42:02 | INFO | PID:1345 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_namethisgame_t0_s2 [train] +total_reward:4714.80 total_reward_ma:2974.14 loss:-16.44 fps:131.1 +frame:8.00e+05 wall_t:6102 t:50000 epi:nan +opt_step:149814 lr:0.0003 alpha:0.05049 +2026-02-13 00:43:18 | INFO | PID:1345 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_namethisgame_t0_s2 [train] +total_reward:4627.30 total_reward_ma:2994.55 loss:-16.26 fps:131.1 +frame:8.10e+05 wall_t:6177 t:50625 epi:nan +opt_step:151689 lr:0.0003 alpha:0.0504 +2026-02-13 00:44:33 | INFO | PID:1345 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_namethisgame_t0_s2 [train] +total_reward:4611.70 total_reward_ma:3014.27 loss:-16.4 fps:131.1 +frame:8.20e+05 wall_t:6253 t:51250 epi:nan +opt_step:153564 lr:0.0003 alpha:0.05052 +2026-02-13 00:45:49 | INFO | PID:1345 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_namethisgame_t0_s2 [train] +total_reward:4563.60 total_reward_ma:3032.94 loss:-16.91 fps:131.1 +frame:8.30e+05 wall_t:6329 t:51875 epi:nan +opt_step:155439 lr:0.0003 alpha:0.0497 +2026-02-13 00:47:04 | INFO | PID:1345 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_namethisgame_t0_s2 [train] +total_reward:4533.80 total_reward_ma:3050.81 loss:-16.63 fps:131.2 +frame:8.40e+05 wall_t:6404 t:52500 epi:nan +opt_step:157314 lr:0.0003 alpha:0.05026 +2026-02-13 00:48:20 | INFO | PID:1345 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_namethisgame_t0_s2 [train] +total_reward:4528.10 total_reward_ma:3068.19 loss:-16.68 fps:131.2 +frame:8.50e+05 wall_t:6479 t:53125 epi:nan +opt_step:159189 lr:0.0003 alpha:0.0493 +2026-02-13 00:49:35 | INFO | PID:1345 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_namethisgame_t0_s2 [train] +total_reward:4510.80 total_reward_ma:3084.96 loss:-16.54 fps:131.2 +frame:8.60e+05 wall_t:6555 t:53750 epi:nan +opt_step:161064 lr:0.0003 alpha:0.04926 +2026-02-13 00:50:50 | INFO | PID:1345 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_namethisgame_t0_s2 [train] +total_reward:4465.50 total_reward_ma:3100.83 loss:-17.14 fps:131.2 +frame:8.70e+05 wall_t:6630 t:54375 epi:nan +opt_step:162939 lr:0.0003 alpha:0.04932 +2026-02-13 00:52:06 | INFO | PID:1345 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_namethisgame_t0_s2 [train] +total_reward:4356.10 total_reward_ma:3115.10 loss:-16.67 fps:131.2 +frame:8.80e+05 wall_t:6705 t:55000 epi:nan +opt_step:164814 lr:0.0003 alpha:0.04968 +2026-02-13 00:53:21 | INFO | PID:1345 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_namethisgame_t0_s2 [train] +total_reward:4336.30 total_reward_ma:3128.82 loss:-16.9 fps:131.2 +frame:8.90e+05 wall_t:6781 t:55625 epi:nan +opt_step:166689 lr:0.0003 alpha:0.05035 +2026-02-13 00:54:36 | INFO | PID:1345 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_namethisgame_t0_s2 [train] +total_reward:4306.90 total_reward_ma:3141.91 loss:-16.9 fps:131.3 +frame:9.00e+05 wall_t:6856 t:56250 epi:nan +opt_step:168564 lr:0.0003 alpha:0.05015 +2026-02-13 00:55:52 | INFO | PID:1345 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_namethisgame_t0_s2 [train] +total_reward:4324.40 total_reward_ma:3154.90 loss:-16.8 fps:131.3 +frame:9.10e+05 wall_t:6932 t:56875 epi:nan +opt_step:170439 lr:0.0003 alpha:0.0495 +2026-02-13 00:57:08 | INFO | PID:1345 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_namethisgame_t0_s2 [train] +total_reward:4294.90 total_reward_ma:3167.29 loss:-16.75 fps:131.3 +frame:9.20e+05 wall_t:7008 t:57500 epi:nan +opt_step:172314 lr:0.0003 alpha:0.05048 +2026-02-13 00:58:24 | INFO | PID:1345 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_namethisgame_t0_s2 [train] +total_reward:4322.30 total_reward_ma:3179.71 loss:-17.18 fps:131.3 +frame:9.30e+05 wall_t:7084 t:58125 epi:nan +opt_step:174189 lr:0.0003 alpha:0.05062 +2026-02-13 00:59:40 | INFO | PID:1345 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_namethisgame_t0_s2 [train] +total_reward:4289.60 total_reward_ma:3191.52 loss:-17.02 fps:131.3 +frame:9.40e+05 wall_t:7159 t:58750 epi:nan +opt_step:176064 lr:0.0003 alpha:0.04908 +2026-02-13 01:00:55 | INFO | PID:1345 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_namethisgame_t0_s2 [train] +total_reward:4289.60 total_reward_ma:3203.08 loss:-16.9 fps:131.3 +frame:9.50e+05 wall_t:7235 t:59375 epi:nan +opt_step:177939 lr:0.0003 alpha:0.04898 +2026-02-13 01:02:11 | INFO | PID:1345 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_namethisgame_t0_s2 [train] +total_reward:4276.90 total_reward_ma:3214.26 loss:-17.31 fps:131.3 +frame:9.60e+05 wall_t:7311 t:60000 epi:nan +opt_step:179814 lr:0.0003 alpha:0.04893 +2026-02-13 01:03:26 | INFO | PID:1345 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_namethisgame_t0_s2 [train] +total_reward:4218.80 total_reward_ma:3224.62 loss:-17.2 fps:131.3 +frame:9.70e+05 wall_t:7386 t:60625 epi:nan +opt_step:181689 lr:0.0003 alpha:0.04837 +2026-02-13 01:04:42 | INFO | PID:1345 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_namethisgame_t0_s2 [train] +total_reward:4212.30 total_reward_ma:3234.70 loss:-16.98 fps:131.3 +frame:9.80e+05 wall_t:7462 t:61250 epi:nan +opt_step:183564 lr:0.0003 alpha:0.04819 +2026-02-13 01:05:58 | INFO | PID:1345 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_namethisgame_t0_s2 [train] +total_reward:4234.20 total_reward_ma:3244.79 loss:-17.02 fps:131.3 +frame:9.90e+05 wall_t:7538 t:61875 epi:nan +opt_step:185439 lr:0.0003 alpha:0.04756 +2026-02-13 01:07:13 | INFO | PID:1345 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_namethisgame_t0_s2 [train] +total_reward:4199.90 total_reward_ma:3254.35 loss:-16.82 fps:131.4 +frame:1.00e+06 wall_t:7613 t:62500 epi:nan +opt_step:187314 lr:0.0003 alpha:0.04831 +2026-02-13 01:08:29 | INFO | PID:1345 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_namethisgame_t0_s2 [train] +total_reward:4203.00 total_reward_ma:3293.28 loss:-17.29 fps:131.4 +frame:1.01e+06 wall_t:7689 t:63125 epi:nan +opt_step:189189 lr:0.0003 alpha:0.04712 +2026-02-13 01:09:45 | INFO | PID:1345 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_namethisgame_t0_s2 [train] +total_reward:4268.70 total_reward_ma:3330.40 loss:-16.89 fps:131.4 +frame:1.02e+06 wall_t:7765 t:63750 epi:nan +opt_step:191064 lr:0.0003 alpha:0.04746 +2026-02-13 01:11:01 | INFO | PID:1345 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_namethisgame_t0_s2 [train] +total_reward:4285.20 total_reward_ma:3362.91 loss:-17.94 fps:131.4 +frame:1.03e+06 wall_t:7841 t:64375 epi:nan +opt_step:192939 lr:0.0003 alpha:0.04768 +2026-02-13 01:12:17 | INFO | PID:1345 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_namethisgame_t0_s2 [train] +total_reward:4275.20 total_reward_ma:3390.21 loss:-16.94 fps:131.4 +frame:1.04e+06 wall_t:7917 t:65000 epi:nan +opt_step:194814 lr:0.0003 alpha:0.04744 +2026-02-13 01:13:32 | INFO | PID:1345 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_namethisgame_t0_s2 [train] +total_reward:4258.90 total_reward_ma:3415.08 loss:-17.49 fps:131.4 +frame:1.05e+06 wall_t:7992 t:65625 epi:nan +opt_step:196689 lr:0.0003 alpha:0.04871 +2026-02-13 01:14:48 | INFO | PID:1345 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_namethisgame_t0_s2 [train] +total_reward:4247.10 total_reward_ma:3435.36 loss:-17.68 fps:131.4 +frame:1.06e+06 wall_t:8068 t:66250 epi:nan +opt_step:198564 lr:0.0003 alpha:0.04795 +2026-02-13 01:16:03 | INFO | PID:1345 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_namethisgame_t0_s2 [train] +total_reward:4274.20 total_reward_ma:3455.91 loss:-17.64 fps:131.4 +frame:1.07e+06 wall_t:8143 t:66875 epi:nan +opt_step:200439 lr:0.0003 alpha:0.0461 +2026-02-13 01:17:19 | INFO | PID:1345 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_namethisgame_t0_s2 [train] +total_reward:4298.60 total_reward_ma:3477.24 loss:-17.44 fps:131.4 +frame:1.08e+06 wall_t:8218 t:67500 epi:nan +opt_step:202314 lr:0.0003 alpha:0.04639 +2026-02-13 01:18:34 | INFO | PID:1345 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_namethisgame_t0_s2 [train] +total_reward:4299.90 total_reward_ma:3498.19 loss:-17.74 fps:131.4 +frame:1.09e+06 wall_t:8294 t:68125 epi:nan +opt_step:204189 lr:0.0003 alpha:0.04771 +2026-02-13 01:19:50 | INFO | PID:1345 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_namethisgame_t0_s2 [train] +total_reward:4279.50 total_reward_ma:3517.94 loss:-17.56 fps:131.4 +frame:1.10e+06 wall_t:8370 t:68750 epi:nan +opt_step:206064 lr:0.0003 alpha:0.04575 +2026-02-13 01:21:05 | INFO | PID:1345 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_namethisgame_t0_s2 [train] +total_reward:4265.20 total_reward_ma:3537.65 loss:-17.12 fps:131.4 +frame:1.11e+06 wall_t:8445 t:69375 epi:nan +opt_step:207939 lr:0.0003 alpha:0.04526 +2026-02-13 01:22:21 | INFO | PID:1345 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_namethisgame_t0_s2 [train] +total_reward:4282.70 total_reward_ma:3557.42 loss:-17.06 fps:131.4 +frame:1.12e+06 wall_t:8521 t:70000 epi:nan +opt_step:209814 lr:0.0003 alpha:0.04521 +2026-02-13 01:23:36 | INFO | PID:1345 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_namethisgame_t0_s2 [train] +total_reward:4292.10 total_reward_ma:3576.95 loss:-17.5 fps:131.5 +frame:1.13e+06 wall_t:8596 t:70625 epi:nan +opt_step:211689 lr:0.0003 alpha:0.04559 +2026-02-13 01:24:52 | INFO | PID:1345 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_namethisgame_t0_s2 [train] +total_reward:4258.60 total_reward_ma:3595.99 loss:-17.26 fps:131.5 +frame:1.14e+06 wall_t:8672 t:71250 epi:nan +opt_step:213564 lr:0.0003 alpha:0.04504 +2026-02-13 01:26:07 | INFO | PID:1345 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_namethisgame_t0_s2 [train] +total_reward:4285.80 total_reward_ma:3615.06 loss:-16.74 fps:131.5 +frame:1.15e+06 wall_t:8747 t:71875 epi:nan +opt_step:215439 lr:0.0003 alpha:0.04456 +2026-02-13 01:27:24 | INFO | PID:1345 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_namethisgame_t0_s2 [train] +total_reward:4305.80 total_reward_ma:3633.79 loss:-16.69 fps:131.5 +frame:1.16e+06 wall_t:8823 t:72500 epi:nan +opt_step:217314 lr:0.0003 alpha:0.044 +2026-02-13 01:28:39 | INFO | PID:1345 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_namethisgame_t0_s2 [train] +total_reward:4316.30 total_reward_ma:3652.75 loss:-16.85 fps:131.5 +frame:1.17e+06 wall_t:8899 t:73125 epi:nan +opt_step:219189 lr:0.0003 alpha:0.04411 +2026-02-13 01:29:55 | INFO | PID:1345 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_namethisgame_t0_s2 [train] +total_reward:4313.10 total_reward_ma:3672.00 loss:-16.92 fps:131.5 +frame:1.18e+06 wall_t:8974 t:73750 epi:nan +opt_step:221064 lr:0.0003 alpha:0.04335 +2026-02-13 01:31:10 | INFO | PID:1345 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_namethisgame_t0_s2 [train] +total_reward:4320.10 total_reward_ma:3691.41 loss:-16.65 fps:131.5 +frame:1.19e+06 wall_t:9050 t:74375 epi:nan +opt_step:222939 lr:0.0003 alpha:0.04303 +2026-02-13 01:32:26 | INFO | PID:1345 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_namethisgame_t0_s2 [train] +total_reward:4357.30 total_reward_ma:3711.22 loss:-16.49 fps:131.5 +frame:1.20e+06 wall_t:9126 t:75000 epi:nan +opt_step:224814 lr:0.0003 alpha:0.04195 +2026-02-13 01:33:41 | INFO | PID:1345 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_namethisgame_t0_s2 [train] +total_reward:4354.20 total_reward_ma:3731.07 loss:-16.49 fps:131.5 +frame:1.21e+06 wall_t:9201 t:75625 epi:nan +opt_step:226689 lr:0.0003 alpha:0.04257 +2026-02-13 01:34:57 | INFO | PID:1345 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_namethisgame_t0_s2 [train] +total_reward:4351.50 total_reward_ma:3751.19 loss:-16.62 fps:131.5 +frame:1.22e+06 wall_t:9277 t:76250 epi:nan +opt_step:228564 lr:0.0003 alpha:0.04116 +2026-02-13 01:36:12 | INFO | PID:1345 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_namethisgame_t0_s2 [train] +total_reward:4300.70 total_reward_ma:3770.62 loss:-15.68 fps:131.5 +frame:1.23e+06 wall_t:9352 t:76875 epi:nan +opt_step:230439 lr:0.0003 alpha:0.04277 +2026-02-13 01:37:28 | INFO | PID:1345 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_namethisgame_t0_s2 [train] +total_reward:4334.50 total_reward_ma:3790.51 loss:-16.13 fps:131.5 +frame:1.24e+06 wall_t:9428 t:77500 epi:nan +opt_step:232314 lr:0.0003 alpha:0.04275 +2026-02-13 01:38:43 | INFO | PID:1345 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_namethisgame_t0_s2 [train] +total_reward:4283.60 total_reward_ma:3809.84 loss:-16.34 fps:131.5 +frame:1.25e+06 wall_t:9503 t:78125 epi:nan +opt_step:234189 lr:0.0003 alpha:0.04095 +2026-02-13 01:39:59 | INFO | PID:1345 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_namethisgame_t0_s2 [train] +total_reward:4310.90 total_reward_ma:3829.39 loss:-15.78 fps:131.5 +frame:1.26e+06 wall_t:9579 t:78750 epi:nan +opt_step:236064 lr:0.0003 alpha:0.04124 +2026-02-13 01:41:15 | INFO | PID:1345 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_namethisgame_t0_s2 [train] +total_reward:4292.30 total_reward_ma:3848.76 loss:-15.79 fps:131.6 +frame:1.27e+06 wall_t:9654 t:79375 epi:nan +opt_step:237939 lr:0.0003 alpha:0.04132 +2026-02-13 01:42:30 | INFO | PID:1345 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_namethisgame_t0_s2 [train] +total_reward:4276.80 total_reward_ma:3867.90 loss:-16.37 fps:131.6 +frame:1.28e+06 wall_t:9730 t:80000 epi:nan +opt_step:239814 lr:0.0003 alpha:0.04159 +2026-02-13 01:43:46 | INFO | PID:1345 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_namethisgame_t0_s2 [train] +total_reward:4220.50 total_reward_ma:3886.51 loss:-15.61 fps:131.6 +frame:1.29e+06 wall_t:9806 t:80625 epi:nan +opt_step:241689 lr:0.0003 alpha:0.0414 +2026-02-13 01:45:02 | INFO | PID:1345 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_namethisgame_t0_s2 [train] +total_reward:4211.90 total_reward_ma:3904.96 loss:-16.02 fps:131.6 +frame:1.30e+06 wall_t:9881 t:81250 epi:nan +opt_step:243564 lr:0.0003 alpha:0.04177 +2026-02-13 01:46:18 | INFO | PID:1345 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_namethisgame_t0_s2 [train] +total_reward:4209.40 total_reward_ma:3923.43 loss:-15.72 fps:131.6 +frame:1.31e+06 wall_t:9957 t:81875 epi:nan +opt_step:245439 lr:0.0003 alpha:0.04121 +2026-02-13 01:47:33 | INFO | PID:1345 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_namethisgame_t0_s2 [train] +total_reward:4190.00 total_reward_ma:3941.72 loss:-16.06 fps:131.6 +frame:1.32e+06 wall_t:10033 t:82500 epi:nan +opt_step:247314 lr:0.0003 alpha:0.04109 +2026-02-13 01:48:48 | INFO | PID:1345 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_namethisgame_t0_s2 [train] +total_reward:4210.30 total_reward_ma:3959.85 loss:-16.04 fps:131.6 +frame:1.33e+06 wall_t:10108 t:83125 epi:nan +opt_step:249189 lr:0.0003 alpha:0.03952 +2026-02-13 01:50:04 | INFO | PID:1345 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_namethisgame_t0_s2 [train] +total_reward:4073.90 total_reward_ma:3976.75 loss:-16.02 fps:131.6 +frame:1.34e+06 wall_t:10184 t:83750 epi:nan +opt_step:251064 lr:0.0003 alpha:0.04007 +2026-02-13 01:51:19 | INFO | PID:1345 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_namethisgame_t0_s2 [train] +total_reward:4053.80 total_reward_ma:3993.74 loss:-15.67 fps:131.6 +frame:1.35e+06 wall_t:10259 t:84375 epi:nan +opt_step:252939 lr:0.0003 alpha:0.04006 +2026-02-13 01:52:35 | INFO | PID:1345 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_namethisgame_t0_s2 [train] +total_reward:4012.80 total_reward_ma:4009.54 loss:-15.67 fps:131.6 +frame:1.36e+06 wall_t:10334 t:85000 epi:nan +opt_step:254814 lr:0.0003 alpha:0.04072 +2026-02-13 01:53:51 | INFO | PID:1345 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_namethisgame_t0_s2 [train] +total_reward:3956.40 total_reward_ma:4024.57 loss:-15.41 fps:131.6 +frame:1.37e+06 wall_t:10411 t:85625 epi:nan +opt_step:256689 lr:0.0003 alpha:0.03976 +2026-02-13 01:55:06 | INFO | PID:1345 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_namethisgame_t0_s2 [train] +total_reward:3933.50 total_reward_ma:4039.07 loss:-15.83 fps:131.6 +frame:1.38e+06 wall_t:10486 t:86250 epi:nan +opt_step:258564 lr:0.0003 alpha:0.03945 +2026-02-13 01:56:22 | INFO | PID:1345 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_namethisgame_t0_s2 [train] +total_reward:3838.10 total_reward_ma:4052.62 loss:-15.99 fps:131.6 +frame:1.39e+06 wall_t:10562 t:86875 epi:nan +opt_step:260439 lr:0.0003 alpha:0.03908 +2026-02-13 01:57:38 | INFO | PID:1345 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_namethisgame_t0_s2 [train] +total_reward:3784.70 total_reward_ma:4065.35 loss:-15.35 fps:131.6 +frame:1.40e+06 wall_t:10638 t:87500 epi:nan +opt_step:262314 lr:0.0003 alpha:0.0393 +2026-02-13 01:58:54 | INFO | PID:1345 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_namethisgame_t0_s2 [train] +total_reward:3768.70 total_reward_ma:4077.35 loss:-14.73 fps:131.6 +frame:1.41e+06 wall_t:10713 t:88125 epi:nan +opt_step:264189 lr:0.0003 alpha:0.03831 +2026-02-13 02:00:09 | INFO | PID:1345 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_namethisgame_t0_s2 [train] +total_reward:3807.20 total_reward_ma:4089.46 loss:-15.27 fps:131.6 +frame:1.42e+06 wall_t:10789 t:88750 epi:nan +opt_step:266064 lr:0.0003 alpha:0.03733 +2026-02-13 02:01:24 | INFO | PID:1345 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_namethisgame_t0_s2 [train] +total_reward:3792.30 total_reward_ma:4100.89 loss:-15.09 fps:131.6 +frame:1.43e+06 wall_t:10864 t:89375 epi:nan +opt_step:267939 lr:0.0003 alpha:0.03831 +2026-02-13 02:02:40 | INFO | PID:1345 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_namethisgame_t0_s2 [train] +total_reward:3752.10 total_reward_ma:4111.84 loss:-15.23 fps:131.6 +frame:1.44e+06 wall_t:10940 t:90000 epi:nan +opt_step:269814 lr:0.0003 alpha:0.03805 +2026-02-13 02:03:56 | INFO | PID:1345 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_namethisgame_t0_s2 [train] +total_reward:3732.10 total_reward_ma:4122.33 loss:-15.1 fps:131.6 +frame:1.45e+06 wall_t:11016 t:90625 epi:nan +opt_step:271689 lr:0.0003 alpha:0.03713 +2026-02-13 02:05:11 | INFO | PID:1345 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_namethisgame_t0_s2 [train] +total_reward:3760.10 total_reward_ma:4131.63 loss:-14.74 fps:131.6 +frame:1.46e+06 wall_t:11091 t:91250 epi:nan +opt_step:273564 lr:0.0003 alpha:0.03611 +2026-02-13 02:06:27 | INFO | PID:1345 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_namethisgame_t0_s2 [train] +total_reward:3711.10 total_reward_ma:4139.83 loss:-14.89 fps:131.6 +frame:1.47e+06 wall_t:11167 t:91875 epi:nan +opt_step:275439 lr:0.0003 alpha:0.03612 +2026-02-13 02:07:42 | INFO | PID:1345 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_namethisgame_t0_s2 [train] +total_reward:3715.60 total_reward_ma:4147.43 loss:-14.34 fps:131.6 +frame:1.48e+06 wall_t:11242 t:92500 epi:nan +opt_step:277314 lr:0.0003 alpha:0.03554 +2026-02-13 02:08:58 | INFO | PID:1345 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_namethisgame_t0_s2 [train] +total_reward:3694.40 total_reward_ma:4154.02 loss:-15.08 fps:131.6 +frame:1.49e+06 wall_t:11318 t:93125 epi:nan +opt_step:279189 lr:0.0003 alpha:0.03559 +2026-02-13 02:10:14 | INFO | PID:1345 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_namethisgame_t0_s2 [train] +total_reward:3652.70 total_reward_ma:4159.91 loss:-14.58 fps:131.7 +frame:1.50e+06 wall_t:11393 t:93750 epi:nan +opt_step:281064 lr:0.0003 alpha:0.03589 +2026-02-13 02:11:29 | INFO | PID:1345 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_namethisgame_t0_s2 [train] +total_reward:3636.20 total_reward_ma:4165.48 loss:-14.27 fps:131.7 +frame:1.51e+06 wall_t:11469 t:94375 epi:nan +opt_step:282939 lr:0.0003 alpha:0.03453 +2026-02-13 02:12:44 | INFO | PID:1345 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_namethisgame_t0_s2 [train] +total_reward:3598.40 total_reward_ma:4169.77 loss:-14.07 fps:131.7 +frame:1.52e+06 wall_t:11544 t:95000 epi:nan +opt_step:284814 lr:0.0003 alpha:0.03405 +2026-02-13 02:14:00 | INFO | PID:1345 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_namethisgame_t0_s2 [train] +total_reward:3643.20 total_reward_ma:4173.81 loss:-14.7 fps:131.7 +frame:1.53e+06 wall_t:11619 t:95625 epi:nan +opt_step:286689 lr:0.0003 alpha:0.03459 +2026-02-13 02:15:16 | INFO | PID:1345 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_namethisgame_t0_s2 [train] +total_reward:3596.60 total_reward_ma:4176.05 loss:-14.56 fps:131.7 +frame:1.54e+06 wall_t:11695 t:96250 epi:nan +opt_step:288564 lr:0.0003 alpha:0.0345 +2026-02-13 02:16:31 | INFO | PID:1345 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_namethisgame_t0_s2 [train] +total_reward:3607.60 total_reward_ma:4177.35 loss:-13.53 fps:131.7 +frame:1.55e+06 wall_t:11771 t:96875 epi:nan +opt_step:290439 lr:0.0003 alpha:0.03451 +2026-02-13 02:17:47 | INFO | PID:1345 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_namethisgame_t0_s2 [train] +total_reward:3575.10 total_reward_ma:4177.96 loss:-13.86 fps:131.7 +frame:1.56e+06 wall_t:11847 t:97500 epi:nan +opt_step:292314 lr:0.0003 alpha:0.03394 +2026-02-13 02:19:02 | INFO | PID:1345 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_namethisgame_t0_s2 [train] +total_reward:3564.40 total_reward_ma:4178.07 loss:-13.55 fps:131.7 +frame:1.57e+06 wall_t:11922 t:98125 epi:nan +opt_step:294189 lr:0.0003 alpha:0.03459 +2026-02-13 02:20:18 | INFO | PID:1345 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_namethisgame_t0_s2 [train] +total_reward:3489.00 total_reward_ma:4176.01 loss:-13.54 fps:131.7 +frame:1.58e+06 wall_t:11997 t:98750 epi:nan +opt_step:296064 lr:0.0003 alpha:0.03484 +2026-02-13 02:21:34 | INFO | PID:1345 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_namethisgame_t0_s2 [train] +total_reward:3511.80 total_reward_ma:4173.46 loss:-13.91 fps:131.7 +frame:1.59e+06 wall_t:12073 t:99375 epi:nan +opt_step:297939 lr:0.0003 alpha:0.03482 +2026-02-13 02:22:49 | INFO | PID:1345 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_namethisgame_t0_s2 [train] +total_reward:3521.70 total_reward_ma:4170.77 loss:-13.44 fps:131.7 +frame:1.60e+06 wall_t:12149 t:100000 epi:nan +opt_step:299814 lr:0.0003 alpha:0.03419 +2026-02-13 02:24:05 | INFO | PID:1345 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_namethisgame_t0_s2 [train] +total_reward:3497.10 total_reward_ma:4167.29 loss:-14.07 fps:131.7 +frame:1.61e+06 wall_t:12224 t:100625 epi:nan +opt_step:301689 lr:0.0003 alpha:0.03319 +2026-02-13 02:25:20 | INFO | PID:1345 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_namethisgame_t0_s2 [train] +total_reward:3532.10 total_reward_ma:4164.14 loss:-13.46 fps:131.7 +frame:1.62e+06 wall_t:12300 t:101250 epi:nan +opt_step:303564 lr:0.0003 alpha:0.03234 +2026-02-13 02:26:36 | INFO | PID:1345 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_namethisgame_t0_s2 [train] +total_reward:3582.90 total_reward_ma:4161.05 loss:-13.44 fps:131.7 +frame:1.63e+06 wall_t:12376 t:101875 epi:nan +opt_step:305439 lr:0.0003 alpha:0.03209 +2026-02-13 02:27:52 | INFO | PID:1345 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_namethisgame_t0_s2 [train] +total_reward:3538.10 total_reward_ma:4156.58 loss:-13.1 fps:131.7 +frame:1.64e+06 wall_t:12451 t:102500 epi:nan +opt_step:307314 lr:0.0003 alpha:0.03158 +2026-02-13 02:29:07 | INFO | PID:1345 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_namethisgame_t0_s2 [train] +total_reward:3617.60 total_reward_ma:4152.15 loss:-12.83 fps:131.7 +frame:1.65e+06 wall_t:12527 t:103125 epi:nan +opt_step:309189 lr:0.0003 alpha:0.03179 +2026-02-13 02:30:23 | INFO | PID:1345 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_namethisgame_t0_s2 [train] +total_reward:3546.70 total_reward_ma:4145.50 loss:-12.96 fps:131.7 +frame:1.66e+06 wall_t:12603 t:103750 epi:nan +opt_step:311064 lr:0.0003 alpha:0.0312 +2026-02-13 02:31:38 | INFO | PID:1345 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_namethisgame_t0_s2 [train] +total_reward:3552.80 total_reward_ma:4137.61 loss:-12.74 fps:131.7 +frame:1.67e+06 wall_t:12678 t:104375 epi:nan +opt_step:312939 lr:0.0003 alpha:0.03107 +2026-02-13 02:32:53 | INFO | PID:1345 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_namethisgame_t0_s2 [train] +total_reward:3562.90 total_reward_ma:4129.55 loss:-12.73 fps:131.7 +frame:1.68e+06 wall_t:12753 t:105000 epi:nan +opt_step:314814 lr:0.0003 alpha:0.03061 +2026-02-13 02:34:09 | INFO | PID:1345 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_namethisgame_t0_s2 [train] +total_reward:3619.20 total_reward_ma:4121.74 loss:-13.15 fps:131.7 +frame:1.69e+06 wall_t:12829 t:105625 epi:nan +opt_step:316689 lr:0.0003 alpha:0.03157 +2026-02-13 02:35:24 | INFO | PID:1345 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_namethisgame_t0_s2 [train] +total_reward:3657.20 total_reward_ma:4114.31 loss:-12.19 fps:131.7 +frame:1.70e+06 wall_t:12904 t:106250 epi:nan +opt_step:318564 lr:0.0003 alpha:0.03135 +2026-02-13 02:36:39 | INFO | PID:1345 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_namethisgame_t0_s2 [train] +total_reward:3668.90 total_reward_ma:4106.37 loss:-12.91 fps:131.8 +frame:1.71e+06 wall_t:12979 t:106875 epi:nan +opt_step:320439 lr:0.0003 alpha:0.03071 +2026-02-13 02:37:55 | INFO | PID:1345 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_namethisgame_t0_s2 [train] +total_reward:3632.00 total_reward_ma:4097.29 loss:-12.8 fps:131.8 +frame:1.72e+06 wall_t:13054 t:107500 epi:nan +opt_step:322314 lr:0.0003 alpha:0.0312 +2026-02-13 02:39:10 | INFO | PID:1345 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_namethisgame_t0_s2 [train] +total_reward:3615.30 total_reward_ma:4088.05 loss:-12.77 fps:131.8 +frame:1.73e+06 wall_t:13130 t:108125 epi:nan +opt_step:324189 lr:0.0003 alpha:0.03073 +2026-02-13 02:40:27 | INFO | PID:1345 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_namethisgame_t0_s2 [train] +total_reward:3582.60 total_reward_ma:4077.74 loss:-12.92 fps:131.8 +frame:1.74e+06 wall_t:13206 t:108750 epi:nan +opt_step:326064 lr:0.0003 alpha:0.0309 +2026-02-13 02:41:42 | INFO | PID:1345 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_namethisgame_t0_s2 [train] +total_reward:3557.90 total_reward_ma:4067.06 loss:-12.1 fps:131.8 +frame:1.75e+06 wall_t:13282 t:109375 epi:nan +opt_step:327939 lr:0.0003 alpha:0.03067 +2026-02-13 02:42:58 | INFO | PID:1345 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_namethisgame_t0_s2 [train] +total_reward:3523.80 total_reward_ma:4055.92 loss:-12.15 fps:131.8 +frame:1.76e+06 wall_t:13357 t:110000 epi:nan +opt_step:329814 lr:0.0003 alpha:0.0295 +2026-02-13 02:44:13 | INFO | PID:1345 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_namethisgame_t0_s2 [train] +total_reward:3525.50 total_reward_ma:4044.49 loss:-11.82 fps:131.8 +frame:1.77e+06 wall_t:13433 t:110625 epi:nan +opt_step:331689 lr:0.0003 alpha:0.02941 +2026-02-13 02:45:29 | INFO | PID:1345 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_namethisgame_t0_s2 [train] +total_reward:3537.10 total_reward_ma:4032.86 loss:-12.62 fps:131.8 +frame:1.78e+06 wall_t:13509 t:111250 epi:nan +opt_step:333564 lr:0.0003 alpha:0.02827 +2026-02-13 02:46:45 | INFO | PID:1345 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_namethisgame_t0_s2 [train] +total_reward:3468.40 total_reward_ma:4020.53 loss:-12.1 fps:131.8 +frame:1.79e+06 wall_t:13584 t:111875 epi:nan +opt_step:335439 lr:0.0003 alpha:0.02874 +2026-02-13 02:48:00 | INFO | PID:1345 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_namethisgame_t0_s2 [train] +total_reward:3494.70 total_reward_ma:4008.33 loss:-12.02 fps:131.8 +frame:1.80e+06 wall_t:13660 t:112500 epi:nan +opt_step:337314 lr:0.0003 alpha:0.02805 +2026-02-13 02:49:16 | INFO | PID:1345 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_namethisgame_t0_s2 [train] +total_reward:3485.00 total_reward_ma:3996.91 loss:-12.04 fps:131.8 +frame:1.81e+06 wall_t:13735 t:113125 epi:nan +opt_step:339189 lr:0.0003 alpha:0.02818 +2026-02-13 02:50:31 | INFO | PID:1345 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_namethisgame_t0_s2 [train] +total_reward:3520.80 total_reward_ma:3986.00 loss:-11.54 fps:131.8 +frame:1.82e+06 wall_t:13811 t:113750 epi:nan +opt_step:341064 lr:0.0003 alpha:0.02807 +2026-02-13 02:51:47 | INFO | PID:1345 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_namethisgame_t0_s2 [train] +total_reward:3520.50 total_reward_ma:3975.57 loss:-11.95 fps:131.8 +frame:1.83e+06 wall_t:13887 t:114375 epi:nan +opt_step:342939 lr:0.0003 alpha:0.02771 +2026-02-13 02:53:02 | INFO | PID:1345 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_namethisgame_t0_s2 [train] +total_reward:3520.20 total_reward_ma:3965.43 loss:-11.81 fps:131.8 +frame:1.84e+06 wall_t:13962 t:115000 epi:nan +opt_step:344814 lr:0.0003 alpha:0.0286 +2026-02-13 02:54:18 | INFO | PID:1345 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_namethisgame_t0_s2 [train] +total_reward:3528.60 total_reward_ma:3955.44 loss:-11.88 fps:131.8 +frame:1.85e+06 wall_t:14037 t:115625 epi:nan +opt_step:346689 lr:0.0003 alpha:0.02837 +2026-02-13 02:55:33 | INFO | PID:1345 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_namethisgame_t0_s2 [train] +total_reward:3529.20 total_reward_ma:3945.62 loss:-11.77 fps:131.8 +frame:1.86e+06 wall_t:14113 t:116250 epi:nan +opt_step:348564 lr:0.0003 alpha:0.02808 +2026-02-13 02:56:49 | INFO | PID:1345 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_namethisgame_t0_s2 [train] +total_reward:3579.40 total_reward_ma:3936.76 loss:-11.37 fps:131.8 +frame:1.87e+06 wall_t:14189 t:116875 epi:nan +opt_step:350439 lr:0.0003 alpha:0.02755 +2026-02-13 02:58:04 | INFO | PID:1345 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_namethisgame_t0_s2 [train] +total_reward:3567.20 total_reward_ma:3928.87 loss:-11.7 fps:131.8 +frame:1.88e+06 wall_t:14264 t:117500 epi:nan +opt_step:352314 lr:0.0003 alpha:0.02765 +2026-02-13 02:59:20 | INFO | PID:1345 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_namethisgame_t0_s2 [train] +total_reward:3514.10 total_reward_ma:3920.65 loss:-11.37 fps:131.8 +frame:1.89e+06 wall_t:14340 t:118125 epi:nan +opt_step:354189 lr:0.0003 alpha:0.0283 +2026-02-13 03:00:36 | INFO | PID:1345 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_namethisgame_t0_s2 [train] +total_reward:3493.60 total_reward_ma:3912.52 loss:-11.36 fps:131.8 +frame:1.90e+06 wall_t:14415 t:118750 epi:nan +opt_step:356064 lr:0.0003 alpha:0.02709 +2026-02-13 03:01:51 | INFO | PID:1345 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_namethisgame_t0_s2 [train] +total_reward:3487.30 total_reward_ma:3904.15 loss:-11.79 fps:131.8 +frame:1.91e+06 wall_t:14491 t:119375 epi:nan +opt_step:357939 lr:0.0003 alpha:0.02668 +2026-02-13 03:03:07 | INFO | PID:1345 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_namethisgame_t0_s2 [train] +total_reward:3448.90 total_reward_ma:3895.69 loss:-11.44 fps:131.8 +frame:1.92e+06 wall_t:14566 t:120000 epi:nan +opt_step:359814 lr:0.0003 alpha:0.02701 +2026-02-13 03:04:22 | INFO | PID:1345 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_namethisgame_t0_s2 [train] +total_reward:3466.50 total_reward_ma:3887.13 loss:-10.72 fps:131.8 +frame:1.93e+06 wall_t:14642 t:120625 epi:nan +opt_step:361689 lr:0.0003 alpha:0.02673 +2026-02-13 03:05:38 | INFO | PID:1345 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_namethisgame_t0_s2 [train] +total_reward:3408.60 total_reward_ma:3878.32 loss:-11.26 fps:131.8 +frame:1.94e+06 wall_t:14718 t:121250 epi:nan +opt_step:363564 lr:0.0003 alpha:0.02609 +2026-02-13 03:06:54 | INFO | PID:1345 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_namethisgame_t0_s2 [train] +total_reward:3395.60 total_reward_ma:3869.38 loss:-11.07 fps:131.8 +frame:1.95e+06 wall_t:14793 t:121875 epi:nan +opt_step:365439 lr:0.0003 alpha:0.02649 +2026-02-13 03:08:09 | INFO | PID:1345 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_namethisgame_t0_s2 [train] +total_reward:3328.60 total_reward_ma:3859.89 loss:-11.04 fps:131.8 +frame:1.96e+06 wall_t:14869 t:122500 epi:nan +opt_step:367314 lr:0.0003 alpha:0.02644 +2026-02-13 03:09:25 | INFO | PID:1345 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_namethisgame_t0_s2 [train] +total_reward:3349.50 total_reward_ma:3851.20 loss:-11.03 fps:131.8 +frame:1.97e+06 wall_t:14945 t:123125 epi:nan +opt_step:369189 lr:0.0003 alpha:0.02576 +2026-02-13 03:10:41 | INFO | PID:1345 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_namethisgame_t0_s2 [train] +total_reward:3355.50 total_reward_ma:3842.63 loss:-10.79 fps:131.8 +frame:1.98e+06 wall_t:15021 t:123750 epi:nan +opt_step:371064 lr:0.0003 alpha:0.02593 +2026-02-13 03:11:57 | INFO | PID:1345 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_namethisgame_t0_s2 [train] +total_reward:3308.30 total_reward_ma:3833.38 loss:-11.22 fps:131.8 +frame:1.99e+06 wall_t:15096 t:124375 epi:nan +opt_step:372939 lr:0.0003 alpha:0.02581 +2026-02-13 03:13:12 | INFO | PID:1345 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_namethisgame_t0_s2 [train] +total_reward:3322.90 total_reward_ma:3824.61 loss:-10.86 fps:131.8 +frame:2.00e+06 wall_t:15172 t:125000 epi:nan +opt_step:374814 lr:0.0003 alpha:0.02567 +2026-02-13 03:13:13 | INFO | PID:1345 | slm_lab.lib.logger:info | Session 2 done diff --git a/data/sac_atari_namethisgame_2026_02_12_230011/log/sac_atari_namethisgame_t0_s3.log b/data/sac_atari_namethisgame_2026_02_12_230011/log/sac_atari_namethisgame_t0_s3.log new file mode 100644 index 0000000000000000000000000000000000000000..27780ed26b29bcf1512596ff3cb0667f2d006e51 --- /dev/null +++ b/data/sac_atari_namethisgame_2026_02_12_230011/log/sac_atari_namethisgame_t0_s3.log @@ -0,0 +1,802 @@ +2026-02-12 23:00:17 | INFO | PID:1346 | slm_lab.env:_make_vector_env | AtariVectorEnv: 16 envs, native preprocessing +2026-02-12 23:02:13 | INFO | PID:1346 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_namethisgame_t0_s3 [train] +total_reward:227.50 total_reward_ma:227.50 loss:-12.7 fps:89.29 +frame:1.00e+04 wall_t:112 t:625 epi:nan +opt_step:1689 lr:0.0003 alpha:0.6315 +2026-02-12 23:03:28 | INFO | PID:1346 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_namethisgame_t0_s3 [train] +total_reward:589.23 total_reward_ma:408.37 loss:-18.7 fps:106.4 +frame:2.00e+04 wall_t:188 t:1250 epi:nan +opt_step:3564 lr:0.0003 alpha:0.4039 +2026-02-12 23:04:44 | INFO | PID:1346 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_namethisgame_t0_s3 [train] +total_reward:1270.00 total_reward_ma:695.58 loss:-21.94 fps:113.6 +frame:3.00e+04 wall_t:264 t:1875 epi:nan +opt_step:5439 lr:0.0003 alpha:0.2646 +2026-02-12 23:06:01 | INFO | PID:1346 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_namethisgame_t0_s3 [train] +total_reward:1852.50 total_reward_ma:984.81 loss:-23.44 fps:117.3 +frame:4.00e+04 wall_t:341 t:2500 epi:nan +opt_step:7314 lr:0.0003 alpha:0.1749 +2026-02-12 23:07:18 | INFO | PID:1346 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_namethisgame_t0_s3 [train] +total_reward:2286.36 total_reward_ma:1245.12 loss:-22.85 fps:119.9 +frame:5.00e+04 wall_t:417 t:3125 epi:nan +opt_step:9189 lr:0.0003 alpha:0.116 +2026-02-12 23:08:34 | INFO | PID:1346 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_namethisgame_t0_s3 [train] +total_reward:2525.00 total_reward_ma:1458.43 loss:-23.12 fps:121.7 +frame:6.00e+04 wall_t:493 t:3750 epi:nan +opt_step:11064 lr:0.0003 alpha:0.07723 +2026-02-12 23:09:50 | INFO | PID:1346 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_namethisgame_t0_s3 [train] +total_reward:2567.06 total_reward_ma:1616.81 loss:-21.79 fps:123 +frame:7.00e+04 wall_t:569 t:4375 epi:nan +opt_step:12939 lr:0.0003 alpha:0.05164 +2026-02-12 23:11:06 | INFO | PID:1346 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_namethisgame_t0_s3 [train] +total_reward:2473.50 total_reward_ma:1723.89 loss:-21.02 fps:124 +frame:8.00e+04 wall_t:645 t:5000 epi:nan +opt_step:14814 lr:0.0003 alpha:0.03475 +2026-02-12 23:12:22 | INFO | PID:1346 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_namethisgame_t0_s3 [train] +total_reward:2377.83 total_reward_ma:1796.55 loss:-19.76 fps:124.8 +frame:9.00e+04 wall_t:721 t:5625 epi:nan +opt_step:16689 lr:0.0003 alpha:0.02363 +2026-02-12 23:13:38 | INFO | PID:1346 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_namethisgame_t0_s3 [train] +total_reward:2480.69 total_reward_ma:1864.97 loss:-18.47 fps:125.5 +frame:1.00e+05 wall_t:797 t:6250 epi:nan +opt_step:18564 lr:0.0003 alpha:0.01631 +2026-02-12 23:14:53 | INFO | PID:1346 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_namethisgame_t0_s3 [train] +total_reward:2494.67 total_reward_ma:1922.21 loss:-17.36 fps:126 +frame:1.10e+05 wall_t:873 t:6875 epi:nan +opt_step:20439 lr:0.0003 alpha:0.01155 +2026-02-12 23:16:09 | INFO | PID:1346 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_namethisgame_t0_s3 [train] +total_reward:2612.73 total_reward_ma:1979.76 loss:-16.22 fps:126.4 +frame:1.20e+05 wall_t:949 t:7500 epi:nan +opt_step:22314 lr:0.0003 alpha:0.008569 +2026-02-12 23:17:25 | INFO | PID:1346 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_namethisgame_t0_s3 [train] +total_reward:2513.24 total_reward_ma:2020.79 loss:-15.22 fps:126.8 +frame:1.30e+05 wall_t:1025 t:8125 epi:nan +opt_step:24189 lr:0.0003 alpha:0.006738 +2026-02-12 23:18:42 | INFO | PID:1346 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_namethisgame_t0_s3 [train] +total_reward:2556.17 total_reward_ma:2059.03 loss:-14.33 fps:127.2 +frame:1.40e+05 wall_t:1101 t:8750 epi:nan +opt_step:26064 lr:0.0003 alpha:0.006738 +2026-02-12 23:19:58 | INFO | PID:1346 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_namethisgame_t0_s3 [train] +total_reward:2491.63 total_reward_ma:2087.87 loss:-13.14 fps:127.4 +frame:1.50e+05 wall_t:1177 t:9375 epi:nan +opt_step:27939 lr:0.0003 alpha:0.006738 +2026-02-12 23:21:13 | INFO | PID:1346 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_namethisgame_t0_s3 [train] +total_reward:2381.51 total_reward_ma:2106.23 loss:-12.51 fps:127.7 +frame:1.60e+05 wall_t:1253 t:10000 epi:nan +opt_step:29814 lr:0.0003 alpha:0.006738 +2026-02-12 23:22:29 | INFO | PID:1346 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_namethisgame_t0_s3 [train] +total_reward:2384.91 total_reward_ma:2122.62 loss:-11.83 fps:127.9 +frame:1.70e+05 wall_t:1329 t:10625 epi:nan +opt_step:31689 lr:0.0003 alpha:0.006738 +2026-02-12 23:23:45 | INFO | PID:1346 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_namethisgame_t0_s3 [train] +total_reward:2365.59 total_reward_ma:2136.12 loss:-11.26 fps:128.1 +frame:1.80e+05 wall_t:1405 t:11250 epi:nan +opt_step:33564 lr:0.0003 alpha:0.006738 +2026-02-12 23:25:02 | INFO | PID:1346 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_namethisgame_t0_s3 [train] +total_reward:2369.39 total_reward_ma:2148.40 loss:-10.82 fps:128.2 +frame:1.90e+05 wall_t:1482 t:11875 epi:nan +opt_step:35439 lr:0.0003 alpha:0.00703 +2026-02-12 23:26:18 | INFO | PID:1346 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_namethisgame_t0_s3 [train] +total_reward:2380.57 total_reward_ma:2160.00 loss:-10.19 fps:128.4 +frame:2.00e+05 wall_t:1558 t:12500 epi:nan +opt_step:37314 lr:0.0003 alpha:0.007401 +2026-02-12 23:27:34 | INFO | PID:1346 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_namethisgame_t0_s3 [train] +total_reward:2353.06 total_reward_ma:2169.20 loss:-10.02 fps:128.5 +frame:2.10e+05 wall_t:1634 t:13125 epi:nan +opt_step:39189 lr:0.0003 alpha:0.007877 +2026-02-12 23:28:50 | INFO | PID:1346 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_namethisgame_t0_s3 [train] +total_reward:2309.48 total_reward_ma:2175.57 loss:-9.705 fps:128.7 +frame:2.20e+05 wall_t:1710 t:13750 epi:nan +opt_step:41064 lr:0.0003 alpha:0.008766 +2026-02-12 23:30:07 | INFO | PID:1346 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_namethisgame_t0_s3 [train] +total_reward:2284.30 total_reward_ma:2180.30 loss:-9.4 fps:128.8 +frame:2.30e+05 wall_t:1786 t:14375 epi:nan +opt_step:42939 lr:0.0003 alpha:0.007888 +2026-02-12 23:31:23 | INFO | PID:1346 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_namethisgame_t0_s3 [train] +total_reward:2304.64 total_reward_ma:2185.48 loss:-8.925 fps:128.9 +frame:2.40e+05 wall_t:1862 t:15000 epi:nan +opt_step:44814 lr:0.0003 alpha:0.007924 +2026-02-12 23:32:38 | INFO | PID:1346 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_namethisgame_t0_s3 [train] +total_reward:2280.56 total_reward_ma:2189.29 loss:-8.504 fps:129 +frame:2.50e+05 wall_t:1938 t:15625 epi:nan +opt_step:46689 lr:0.0003 alpha:0.008665 +2026-02-12 23:33:54 | INFO | PID:1346 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_namethisgame_t0_s3 [train] +total_reward:2291.96 total_reward_ma:2193.23 loss:-8.62 fps:129.1 +frame:2.60e+05 wall_t:2014 t:16250 epi:nan +opt_step:48564 lr:0.0003 alpha:0.008203 +2026-02-12 23:35:09 | INFO | PID:1346 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_namethisgame_t0_s3 [train] +total_reward:2300.11 total_reward_ma:2197.19 loss:-7.992 fps:129.2 +frame:2.70e+05 wall_t:2089 t:16875 epi:nan +opt_step:50439 lr:0.0003 alpha:0.008666 +2026-02-12 23:36:26 | INFO | PID:1346 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_namethisgame_t0_s3 [train] +total_reward:2298.37 total_reward_ma:2200.81 loss:-7.803 fps:129.3 +frame:2.80e+05 wall_t:2165 t:17500 epi:nan +opt_step:52314 lr:0.0003 alpha:0.008851 +2026-02-12 23:37:42 | INFO | PID:1346 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_namethisgame_t0_s3 [train] +total_reward:2285.20 total_reward_ma:2203.72 loss:-7.69 fps:129.3 +frame:2.90e+05 wall_t:2242 t:18125 epi:nan +opt_step:54189 lr:0.0003 alpha:0.00942 +2026-02-12 23:38:57 | INFO | PID:1346 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_namethisgame_t0_s3 [train] +total_reward:2271.10 total_reward_ma:2205.96 loss:-7.486 fps:129.5 +frame:3.00e+05 wall_t:2317 t:18750 epi:nan +opt_step:56064 lr:0.0003 alpha:0.01052 +2026-02-12 23:40:13 | INFO | PID:1346 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_namethisgame_t0_s3 [train] +total_reward:2237.20 total_reward_ma:2206.97 loss:-7.425 fps:129.5 +frame:3.10e+05 wall_t:2393 t:19375 epi:nan +opt_step:57939 lr:0.0003 alpha:0.01011 +2026-02-12 23:41:28 | INFO | PID:1346 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_namethisgame_t0_s3 [train] +total_reward:2202.00 total_reward_ma:2206.81 loss:-6.976 fps:129.7 +frame:3.20e+05 wall_t:2468 t:20000 epi:nan +opt_step:59814 lr:0.0003 alpha:0.009421 +2026-02-12 23:42:44 | INFO | PID:1346 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_namethisgame_t0_s3 [train] +total_reward:2159.10 total_reward_ma:2205.37 loss:-7.178 fps:129.7 +frame:3.30e+05 wall_t:2544 t:20625 epi:nan +opt_step:61689 lr:0.0003 alpha:0.009631 +2026-02-12 23:44:01 | INFO | PID:1346 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_namethisgame_t0_s3 [train] +total_reward:2187.00 total_reward_ma:2204.83 loss:-6.43 fps:129.8 +frame:3.40e+05 wall_t:2620 t:21250 epi:nan +opt_step:63564 lr:0.0003 alpha:0.01004 +2026-02-12 23:45:16 | INFO | PID:1346 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_namethisgame_t0_s3 [train] +total_reward:2166.40 total_reward_ma:2203.73 loss:-6.496 fps:129.8 +frame:3.50e+05 wall_t:2696 t:21875 epi:nan +opt_step:65439 lr:0.0003 alpha:0.01088 +2026-02-12 23:46:32 | INFO | PID:1346 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_namethisgame_t0_s3 [train] +total_reward:2159.00 total_reward_ma:2202.49 loss:-6.519 fps:129.9 +frame:3.60e+05 wall_t:2771 t:22500 epi:nan +opt_step:67314 lr:0.0003 alpha:0.01177 +2026-02-12 23:47:47 | INFO | PID:1346 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_namethisgame_t0_s3 [train] +total_reward:2139.90 total_reward_ma:2200.80 loss:-6.548 fps:130 +frame:3.70e+05 wall_t:2847 t:23125 epi:nan +opt_step:69189 lr:0.0003 alpha:0.01278 +2026-02-12 23:49:03 | INFO | PID:1346 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_namethisgame_t0_s3 [train] +total_reward:2196.20 total_reward_ma:2200.68 loss:-6.597 fps:130 +frame:3.80e+05 wall_t:2923 t:23750 epi:nan +opt_step:71064 lr:0.0003 alpha:0.01507 +2026-02-12 23:50:19 | INFO | PID:1346 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_namethisgame_t0_s3 [train] +total_reward:2177.80 total_reward_ma:2200.09 loss:-6.684 fps:130 +frame:3.90e+05 wall_t:2999 t:24375 epi:nan +opt_step:72939 lr:0.0003 alpha:0.0169 +2026-02-12 23:51:35 | INFO | PID:1346 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_namethisgame_t0_s3 [train] +total_reward:2199.60 total_reward_ma:2200.08 loss:-6.766 fps:130.1 +frame:4.00e+05 wall_t:3075 t:25000 epi:nan +opt_step:74814 lr:0.0003 alpha:0.01959 +2026-02-12 23:52:51 | INFO | PID:1346 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_namethisgame_t0_s3 [train] +total_reward:2219.10 total_reward_ma:2200.54 loss:-6.7 fps:130.2 +frame:4.10e+05 wall_t:3150 t:25625 epi:nan +opt_step:76689 lr:0.0003 alpha:0.02114 +2026-02-12 23:54:06 | INFO | PID:1346 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_namethisgame_t0_s3 [train] +total_reward:2270.30 total_reward_ma:2202.20 loss:-7.024 fps:130.2 +frame:4.20e+05 wall_t:3226 t:26250 epi:nan +opt_step:78564 lr:0.0003 alpha:0.02255 +2026-02-12 23:55:22 | INFO | PID:1346 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_namethisgame_t0_s3 [train] +total_reward:2327.00 total_reward_ma:2205.10 loss:-7.291 fps:130.3 +frame:4.30e+05 wall_t:3301 t:26875 epi:nan +opt_step:80439 lr:0.0003 alpha:0.02379 +2026-02-12 23:56:37 | INFO | PID:1346 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_namethisgame_t0_s3 [train] +total_reward:2357.60 total_reward_ma:2208.57 loss:-7.579 fps:130.3 +frame:4.40e+05 wall_t:3376 t:27500 epi:nan +opt_step:82314 lr:0.0003 alpha:0.0237 +2026-02-12 23:57:53 | INFO | PID:1346 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_namethisgame_t0_s3 [train] +total_reward:2380.00 total_reward_ma:2212.38 loss:-7.598 fps:130.4 +frame:4.50e+05 wall_t:3452 t:28125 epi:nan +opt_step:84189 lr:0.0003 alpha:0.02718 +2026-02-12 23:59:08 | INFO | PID:1346 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_namethisgame_t0_s3 [train] +total_reward:2451.90 total_reward_ma:2217.59 loss:-8.013 fps:130.4 +frame:4.60e+05 wall_t:3528 t:28750 epi:nan +opt_step:86064 lr:0.0003 alpha:0.0285 +2026-02-13 00:00:24 | INFO | PID:1346 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_namethisgame_t0_s3 [train] +total_reward:2517.00 total_reward_ma:2223.96 loss:-8.271 fps:130.4 +frame:4.70e+05 wall_t:3604 t:29375 epi:nan +opt_step:87939 lr:0.0003 alpha:0.03007 +2026-02-13 00:01:40 | INFO | PID:1346 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_namethisgame_t0_s3 [train] +total_reward:2590.60 total_reward_ma:2231.59 loss:-8.54 fps:130.4 +frame:4.80e+05 wall_t:3680 t:30000 epi:nan +opt_step:89814 lr:0.0003 alpha:0.03107 +2026-02-13 00:02:56 | INFO | PID:1346 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_namethisgame_t0_s3 [train] +total_reward:2667.20 total_reward_ma:2240.49 loss:-9.11 fps:130.5 +frame:4.90e+05 wall_t:3756 t:30625 epi:nan +opt_step:91689 lr:0.0003 alpha:0.03263 +2026-02-13 00:04:12 | INFO | PID:1346 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_namethisgame_t0_s3 [train] +total_reward:2748.20 total_reward_ma:2250.64 loss:-9.392 fps:130.5 +frame:5.00e+05 wall_t:3831 t:31250 epi:nan +opt_step:93564 lr:0.0003 alpha:0.03559 +2026-02-13 00:05:28 | INFO | PID:1346 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_namethisgame_t0_s3 [train] +total_reward:2795.90 total_reward_ma:2261.33 loss:-9.917 fps:130.5 +frame:5.10e+05 wall_t:3907 t:31875 epi:nan +opt_step:95439 lr:0.0003 alpha:0.0373 +2026-02-13 00:06:44 | INFO | PID:1346 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_namethisgame_t0_s3 [train] +total_reward:2856.70 total_reward_ma:2272.78 loss:-10.12 fps:130.6 +frame:5.20e+05 wall_t:3983 t:32500 epi:nan +opt_step:97314 lr:0.0003 alpha:0.0385 +2026-02-13 00:08:00 | INFO | PID:1346 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_namethisgame_t0_s3 [train] +total_reward:2992.80 total_reward_ma:2286.37 loss:-10.78 fps:130.6 +frame:5.30e+05 wall_t:4059 t:33125 epi:nan +opt_step:99189 lr:0.0003 alpha:0.03934 +2026-02-13 00:09:16 | INFO | PID:1346 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_namethisgame_t0_s3 [train] +total_reward:3084.90 total_reward_ma:2301.15 loss:-11.02 fps:130.6 +frame:5.40e+05 wall_t:4135 t:33750 epi:nan +opt_step:101064 lr:0.0003 alpha:0.04032 +2026-02-13 00:10:31 | INFO | PID:1346 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_namethisgame_t0_s3 [train] +total_reward:3202.90 total_reward_ma:2317.55 loss:-10.79 fps:130.6 +frame:5.50e+05 wall_t:4211 t:34375 epi:nan +opt_step:102939 lr:0.0003 alpha:0.04032 +2026-02-13 00:11:47 | INFO | PID:1346 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_namethisgame_t0_s3 [train] +total_reward:3288.80 total_reward_ma:2334.89 loss:-12.01 fps:130.6 +frame:5.60e+05 wall_t:4287 t:35000 epi:nan +opt_step:104814 lr:0.0003 alpha:0.04195 +2026-02-13 00:13:03 | INFO | PID:1346 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_namethisgame_t0_s3 [train] +total_reward:3338.70 total_reward_ma:2352.50 loss:-11.34 fps:130.6 +frame:5.70e+05 wall_t:4363 t:35625 epi:nan +opt_step:106689 lr:0.0003 alpha:0.04316 +2026-02-13 00:14:19 | INFO | PID:1346 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_namethisgame_t0_s3 [train] +total_reward:3373.60 total_reward_ma:2370.11 loss:-11.92 fps:130.7 +frame:5.80e+05 wall_t:4438 t:36250 epi:nan +opt_step:108564 lr:0.0003 alpha:0.04388 +2026-02-13 00:15:34 | INFO | PID:1346 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_namethisgame_t0_s3 [train] +total_reward:3454.70 total_reward_ma:2388.49 loss:-12.22 fps:130.7 +frame:5.90e+05 wall_t:4514 t:36875 epi:nan +opt_step:110439 lr:0.0003 alpha:0.04418 +2026-02-13 00:16:50 | INFO | PID:1346 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_namethisgame_t0_s3 [train] +total_reward:3509.10 total_reward_ma:2407.17 loss:-12.9 fps:130.7 +frame:6.00e+05 wall_t:4590 t:37500 epi:nan +opt_step:112314 lr:0.0003 alpha:0.04454 +2026-02-13 00:18:06 | INFO | PID:1346 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_namethisgame_t0_s3 [train] +total_reward:3686.40 total_reward_ma:2428.14 loss:-13.38 fps:130.8 +frame:6.10e+05 wall_t:4665 t:38125 epi:nan +opt_step:114189 lr:0.0003 alpha:0.04428 +2026-02-13 00:19:21 | INFO | PID:1346 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_namethisgame_t0_s3 [train] +total_reward:3765.80 total_reward_ma:2449.71 loss:-12.95 fps:130.8 +frame:6.20e+05 wall_t:4741 t:38750 epi:nan +opt_step:116064 lr:0.0003 alpha:0.04417 +2026-02-13 00:20:37 | INFO | PID:1346 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_namethisgame_t0_s3 [train] +total_reward:3765.80 total_reward_ma:2470.60 loss:-13.77 fps:130.8 +frame:6.30e+05 wall_t:4816 t:39375 epi:nan +opt_step:117939 lr:0.0003 alpha:0.04417 +2026-02-13 00:21:53 | INFO | PID:1346 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_namethisgame_t0_s3 [train] +total_reward:3962.40 total_reward_ma:2493.91 loss:-13.99 fps:130.8 +frame:6.40e+05 wall_t:4893 t:40000 epi:nan +opt_step:119814 lr:0.0003 alpha:0.04507 +2026-02-13 00:23:09 | INFO | PID:1346 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_namethisgame_t0_s3 [train] +total_reward:4004.60 total_reward_ma:2517.15 loss:-13.9 fps:130.8 +frame:6.50e+05 wall_t:4968 t:40625 epi:nan +opt_step:121689 lr:0.0003 alpha:0.04426 +2026-02-13 00:24:24 | INFO | PID:1346 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_namethisgame_t0_s3 [train] +total_reward:4086.10 total_reward_ma:2540.93 loss:-14.34 fps:130.8 +frame:6.60e+05 wall_t:5044 t:41250 epi:nan +opt_step:123564 lr:0.0003 alpha:0.04551 +2026-02-13 00:25:40 | INFO | PID:1346 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_namethisgame_t0_s3 [train] +total_reward:4277.40 total_reward_ma:2566.84 loss:-14.68 fps:130.9 +frame:6.70e+05 wall_t:5119 t:41875 epi:nan +opt_step:125439 lr:0.0003 alpha:0.04653 +2026-02-13 00:26:55 | INFO | PID:1346 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_namethisgame_t0_s3 [train] +total_reward:4362.50 total_reward_ma:2593.25 loss:-14.53 fps:130.9 +frame:6.80e+05 wall_t:5195 t:42500 epi:nan +opt_step:127314 lr:0.0003 alpha:0.04556 +2026-02-13 00:28:10 | INFO | PID:1346 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_namethisgame_t0_s3 [train] +total_reward:4357.90 total_reward_ma:2618.83 loss:-15.01 fps:130.9 +frame:6.90e+05 wall_t:5270 t:43125 epi:nan +opt_step:129189 lr:0.0003 alpha:0.0465 +2026-02-13 00:29:26 | INFO | PID:1346 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_namethisgame_t0_s3 [train] +total_reward:4410.60 total_reward_ma:2644.42 loss:-14.64 fps:131 +frame:7.00e+05 wall_t:5345 t:43750 epi:nan +opt_step:131064 lr:0.0003 alpha:0.04592 +2026-02-13 00:30:41 | INFO | PID:1346 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_namethisgame_t0_s3 [train] +total_reward:4481.20 total_reward_ma:2670.29 loss:-15.07 fps:131 +frame:7.10e+05 wall_t:5421 t:44375 epi:nan +opt_step:132939 lr:0.0003 alpha:0.04591 +2026-02-13 00:31:57 | INFO | PID:1346 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_namethisgame_t0_s3 [train] +total_reward:4570.50 total_reward_ma:2696.68 loss:-15.05 fps:131 +frame:7.20e+05 wall_t:5497 t:45000 epi:nan +opt_step:134814 lr:0.0003 alpha:0.04736 +2026-02-13 00:33:13 | INFO | PID:1346 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_namethisgame_t0_s3 [train] +total_reward:4628.10 total_reward_ma:2723.14 loss:-15.48 fps:131 +frame:7.30e+05 wall_t:5572 t:45625 epi:nan +opt_step:136689 lr:0.0003 alpha:0.04816 +2026-02-13 00:34:28 | INFO | PID:1346 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_namethisgame_t0_s3 [train] +total_reward:4681.00 total_reward_ma:2749.60 loss:-15.75 fps:131 +frame:7.40e+05 wall_t:5648 t:46250 epi:nan +opt_step:138564 lr:0.0003 alpha:0.04838 +2026-02-13 00:35:44 | INFO | PID:1346 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_namethisgame_t0_s3 [train] +total_reward:4732.20 total_reward_ma:2776.03 loss:-16.02 fps:131.1 +frame:7.50e+05 wall_t:5723 t:46875 epi:nan +opt_step:140439 lr:0.0003 alpha:0.04727 +2026-02-13 00:36:59 | INFO | PID:1346 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_namethisgame_t0_s3 [train] +total_reward:4695.00 total_reward_ma:2801.28 loss:-16.18 fps:131.1 +frame:7.60e+05 wall_t:5799 t:47500 epi:nan +opt_step:142314 lr:0.0003 alpha:0.04789 +2026-02-13 00:38:15 | INFO | PID:1346 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_namethisgame_t0_s3 [train] +total_reward:4701.10 total_reward_ma:2825.96 loss:-15.61 fps:131.1 +frame:7.70e+05 wall_t:5875 t:48125 epi:nan +opt_step:144189 lr:0.0003 alpha:0.04777 +2026-02-13 00:39:30 | INFO | PID:1346 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_namethisgame_t0_s3 [train] +total_reward:4773.40 total_reward_ma:2850.92 loss:-15.65 fps:131.1 +frame:7.80e+05 wall_t:5950 t:48750 epi:nan +opt_step:146064 lr:0.0003 alpha:0.04739 +2026-02-13 00:40:46 | INFO | PID:1346 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_namethisgame_t0_s3 [train] +total_reward:4785.90 total_reward_ma:2875.42 loss:-16.05 fps:131.1 +frame:7.90e+05 wall_t:6025 t:49375 epi:nan +opt_step:147939 lr:0.0003 alpha:0.04845 +2026-02-13 00:42:02 | INFO | PID:1346 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_namethisgame_t0_s3 [train] +total_reward:4861.70 total_reward_ma:2900.25 loss:-16.6 fps:131.1 +frame:8.00e+05 wall_t:6102 t:50000 epi:nan +opt_step:149814 lr:0.0003 alpha:0.04746 +2026-02-13 00:43:17 | INFO | PID:1346 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_namethisgame_t0_s3 [train] +total_reward:4841.80 total_reward_ma:2924.22 loss:-16.25 fps:131.1 +frame:8.10e+05 wall_t:6177 t:50625 epi:nan +opt_step:151689 lr:0.0003 alpha:0.04831 +2026-02-13 00:44:33 | INFO | PID:1346 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_namethisgame_t0_s3 [train] +total_reward:4827.50 total_reward_ma:2947.43 loss:-16.13 fps:131.1 +frame:8.20e+05 wall_t:6253 t:51250 epi:nan +opt_step:153564 lr:0.0003 alpha:0.04707 +2026-02-13 00:45:49 | INFO | PID:1346 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_namethisgame_t0_s3 [train] +total_reward:4802.50 total_reward_ma:2969.78 loss:-16.05 fps:131.2 +frame:8.30e+05 wall_t:6328 t:51875 epi:nan +opt_step:155439 lr:0.0003 alpha:0.04649 +2026-02-13 00:47:04 | INFO | PID:1346 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_namethisgame_t0_s3 [train] +total_reward:4771.80 total_reward_ma:2991.23 loss:-16.22 fps:131.2 +frame:8.40e+05 wall_t:6404 t:52500 epi:nan +opt_step:157314 lr:0.0003 alpha:0.04593 +2026-02-13 00:48:20 | INFO | PID:1346 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_namethisgame_t0_s3 [train] +total_reward:4803.40 total_reward_ma:3012.55 loss:-16.2 fps:131.2 +frame:8.50e+05 wall_t:6480 t:53125 epi:nan +opt_step:159189 lr:0.0003 alpha:0.04639 +2026-02-13 00:49:35 | INFO | PID:1346 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_namethisgame_t0_s3 [train] +total_reward:4750.70 total_reward_ma:3032.76 loss:-16.66 fps:131.2 +frame:8.60e+05 wall_t:6555 t:53750 epi:nan +opt_step:161064 lr:0.0003 alpha:0.04657 +2026-02-13 00:50:50 | INFO | PID:1346 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_namethisgame_t0_s3 [train] +total_reward:4772.90 total_reward_ma:3052.76 loss:-15.96 fps:131.2 +frame:8.70e+05 wall_t:6630 t:54375 epi:nan +opt_step:162939 lr:0.0003 alpha:0.04652 +2026-02-13 00:52:06 | INFO | PID:1346 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_namethisgame_t0_s3 [train] +total_reward:4802.40 total_reward_ma:3072.64 loss:-16.44 fps:131.2 +frame:8.80e+05 wall_t:6706 t:55000 epi:nan +opt_step:164814 lr:0.0003 alpha:0.04557 +2026-02-13 00:53:22 | INFO | PID:1346 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_namethisgame_t0_s3 [train] +total_reward:4666.50 total_reward_ma:3090.55 loss:-16.17 fps:131.2 +frame:8.90e+05 wall_t:6781 t:55625 epi:nan +opt_step:166689 lr:0.0003 alpha:0.04585 +2026-02-13 00:54:37 | INFO | PID:1346 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_namethisgame_t0_s3 [train] +total_reward:4648.80 total_reward_ma:3107.87 loss:-16.28 fps:131.3 +frame:9.00e+05 wall_t:6857 t:56250 epi:nan +opt_step:168564 lr:0.0003 alpha:0.04612 +2026-02-13 00:55:53 | INFO | PID:1346 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_namethisgame_t0_s3 [train] +total_reward:4675.00 total_reward_ma:3125.09 loss:-16.15 fps:131.3 +frame:9.10e+05 wall_t:6933 t:56875 epi:nan +opt_step:170439 lr:0.0003 alpha:0.0451 +2026-02-13 00:57:08 | INFO | PID:1346 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_namethisgame_t0_s3 [train] +total_reward:4609.50 total_reward_ma:3141.22 loss:-15.92 fps:131.3 +frame:9.20e+05 wall_t:7008 t:57500 epi:nan +opt_step:172314 lr:0.0003 alpha:0.04388 +2026-02-13 00:58:24 | INFO | PID:1346 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_namethisgame_t0_s3 [train] +total_reward:4654.30 total_reward_ma:3157.49 loss:-15.99 fps:131.3 +frame:9.30e+05 wall_t:7084 t:58125 epi:nan +opt_step:174189 lr:0.0003 alpha:0.04447 +2026-02-13 00:59:40 | INFO | PID:1346 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_namethisgame_t0_s3 [train] +total_reward:4632.60 total_reward_ma:3173.18 loss:-16.51 fps:131.3 +frame:9.40e+05 wall_t:7159 t:58750 epi:nan +opt_step:176064 lr:0.0003 alpha:0.04337 +2026-02-13 01:00:54 | INFO | PID:1346 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_namethisgame_t0_s3 [train] +total_reward:4632.60 total_reward_ma:3188.55 loss:-16.19 fps:131.3 +frame:9.50e+05 wall_t:7234 t:59375 epi:nan +opt_step:177939 lr:0.0003 alpha:0.04435 +2026-02-13 01:02:10 | INFO | PID:1346 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_namethisgame_t0_s3 [train] +total_reward:4538.50 total_reward_ma:3202.61 loss:-15.93 fps:131.3 +frame:9.60e+05 wall_t:7310 t:60000 epi:nan +opt_step:179814 lr:0.0003 alpha:0.04493 +2026-02-13 01:03:26 | INFO | PID:1346 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_namethisgame_t0_s3 [train] +total_reward:4487.30 total_reward_ma:3215.85 loss:-16.02 fps:131.3 +frame:9.70e+05 wall_t:7386 t:60625 epi:nan +opt_step:181689 lr:0.0003 alpha:0.04393 +2026-02-13 01:04:42 | INFO | PID:1346 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_namethisgame_t0_s3 [train] +total_reward:4523.90 total_reward_ma:3229.20 loss:-16.11 fps:131.3 +frame:9.80e+05 wall_t:7462 t:61250 epi:nan +opt_step:183564 lr:0.0003 alpha:0.04382 +2026-02-13 01:05:58 | INFO | PID:1346 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_namethisgame_t0_s3 [train] +total_reward:4517.20 total_reward_ma:3242.21 loss:-16.32 fps:131.4 +frame:9.90e+05 wall_t:7537 t:61875 epi:nan +opt_step:185439 lr:0.0003 alpha:0.04386 +2026-02-13 01:07:13 | INFO | PID:1346 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_namethisgame_t0_s3 [train] +total_reward:4382.70 total_reward_ma:3253.62 loss:-16.4 fps:131.4 +frame:1.00e+06 wall_t:7613 t:62500 epi:nan +opt_step:187314 lr:0.0003 alpha:0.04346 +2026-02-13 01:08:29 | INFO | PID:1346 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_namethisgame_t0_s3 [train] +total_reward:4364.10 total_reward_ma:3294.98 loss:-16.24 fps:131.4 +frame:1.01e+06 wall_t:7689 t:63125 epi:nan +opt_step:189189 lr:0.0003 alpha:0.04284 +2026-02-13 01:09:45 | INFO | PID:1346 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_namethisgame_t0_s3 [train] +total_reward:4325.40 total_reward_ma:3332.34 loss:-15.83 fps:131.4 +frame:1.02e+06 wall_t:7764 t:63750 epi:nan +opt_step:191064 lr:0.0003 alpha:0.04291 +2026-02-13 01:11:00 | INFO | PID:1346 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_namethisgame_t0_s3 [train] +total_reward:4331.00 total_reward_ma:3362.95 loss:-16.01 fps:131.4 +frame:1.03e+06 wall_t:7840 t:64375 epi:nan +opt_step:192939 lr:0.0003 alpha:0.04272 +2026-02-13 01:12:17 | INFO | PID:1346 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_namethisgame_t0_s3 [train] +total_reward:4292.30 total_reward_ma:3387.35 loss:-15.86 fps:131.4 +frame:1.04e+06 wall_t:7916 t:65000 epi:nan +opt_step:194814 lr:0.0003 alpha:0.04293 +2026-02-13 01:13:32 | INFO | PID:1346 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_namethisgame_t0_s3 [train] +total_reward:4253.40 total_reward_ma:3407.02 loss:-16.04 fps:131.4 +frame:1.05e+06 wall_t:7992 t:65625 epi:nan +opt_step:196689 lr:0.0003 alpha:0.04246 +2026-02-13 01:14:48 | INFO | PID:1346 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_namethisgame_t0_s3 [train] +total_reward:4260.50 total_reward_ma:3424.38 loss:-16.05 fps:131.4 +frame:1.06e+06 wall_t:8067 t:66250 epi:nan +opt_step:198564 lr:0.0003 alpha:0.04308 +2026-02-13 01:16:03 | INFO | PID:1346 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_namethisgame_t0_s3 [train] +total_reward:4269.70 total_reward_ma:3441.40 loss:-16.05 fps:131.4 +frame:1.07e+06 wall_t:8143 t:66875 epi:nan +opt_step:200439 lr:0.0003 alpha:0.04366 +2026-02-13 01:17:19 | INFO | PID:1346 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_namethisgame_t0_s3 [train] +total_reward:4285.40 total_reward_ma:3459.52 loss:-16.15 fps:131.4 +frame:1.08e+06 wall_t:8219 t:67500 epi:nan +opt_step:202314 lr:0.0003 alpha:0.04305 +2026-02-13 01:18:35 | INFO | PID:1346 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_namethisgame_t0_s3 [train] +total_reward:4331.60 total_reward_ma:3479.06 loss:-15.84 fps:131.4 +frame:1.09e+06 wall_t:8295 t:68125 epi:nan +opt_step:204189 lr:0.0003 alpha:0.04353 +2026-02-13 01:19:50 | INFO | PID:1346 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_namethisgame_t0_s3 [train] +total_reward:4330.30 total_reward_ma:3497.56 loss:-16.21 fps:131.4 +frame:1.10e+06 wall_t:8370 t:68750 epi:nan +opt_step:206064 lr:0.0003 alpha:0.04221 +2026-02-13 01:21:06 | INFO | PID:1346 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_namethisgame_t0_s3 [train] +total_reward:4383.50 total_reward_ma:3516.44 loss:-15.85 fps:131.4 +frame:1.11e+06 wall_t:8446 t:69375 epi:nan +opt_step:207939 lr:0.0003 alpha:0.04261 +2026-02-13 01:22:22 | INFO | PID:1346 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_namethisgame_t0_s3 [train] +total_reward:4363.30 total_reward_ma:3533.95 loss:-15.73 fps:131.4 +frame:1.12e+06 wall_t:8522 t:70000 epi:nan +opt_step:209814 lr:0.0003 alpha:0.04392 +2026-02-13 01:23:38 | INFO | PID:1346 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_namethisgame_t0_s3 [train] +total_reward:4268.70 total_reward_ma:3551.50 loss:-16.5 fps:131.4 +frame:1.13e+06 wall_t:8597 t:70625 epi:nan +opt_step:211689 lr:0.0003 alpha:0.04393 +2026-02-13 01:24:54 | INFO | PID:1346 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_namethisgame_t0_s3 [train] +total_reward:4270.40 total_reward_ma:3568.65 loss:-16.14 fps:131.4 +frame:1.14e+06 wall_t:8673 t:71250 epi:nan +opt_step:213564 lr:0.0003 alpha:0.04467 +2026-02-13 01:26:09 | INFO | PID:1346 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_namethisgame_t0_s3 [train] +total_reward:4258.10 total_reward_ma:3586.31 loss:-16.21 fps:131.4 +frame:1.15e+06 wall_t:8749 t:71875 epi:nan +opt_step:215439 lr:0.0003 alpha:0.04464 +2026-02-13 01:27:24 | INFO | PID:1346 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_namethisgame_t0_s3 [train] +total_reward:4271.20 total_reward_ma:3605.21 loss:-16.17 fps:131.5 +frame:1.16e+06 wall_t:8824 t:72500 epi:nan +opt_step:217314 lr:0.0003 alpha:0.04356 +2026-02-13 01:28:39 | INFO | PID:1346 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_namethisgame_t0_s3 [train] +total_reward:4341.00 total_reward_ma:3624.77 loss:-16.03 fps:131.5 +frame:1.17e+06 wall_t:8899 t:73125 epi:nan +opt_step:219189 lr:0.0003 alpha:0.04272 +2026-02-13 01:29:55 | INFO | PID:1346 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_namethisgame_t0_s3 [train] +total_reward:4371.00 total_reward_ma:3644.82 loss:-15.85 fps:131.5 +frame:1.18e+06 wall_t:8975 t:73750 epi:nan +opt_step:221064 lr:0.0003 alpha:0.04365 +2026-02-13 01:31:11 | INFO | PID:1346 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_namethisgame_t0_s3 [train] +total_reward:4343.70 total_reward_ma:3664.57 loss:-16.19 fps:131.5 +frame:1.19e+06 wall_t:9051 t:74375 epi:nan +opt_step:222939 lr:0.0003 alpha:0.04345 +2026-02-13 01:32:27 | INFO | PID:1346 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_namethisgame_t0_s3 [train] +total_reward:4298.20 total_reward_ma:3683.74 loss:-15.89 fps:131.5 +frame:1.20e+06 wall_t:9127 t:75000 epi:nan +opt_step:224814 lr:0.0003 alpha:0.0443 +2026-02-13 01:33:42 | INFO | PID:1346 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_namethisgame_t0_s3 [train] +total_reward:4284.00 total_reward_ma:3703.05 loss:-15.92 fps:131.5 +frame:1.21e+06 wall_t:9202 t:75625 epi:nan +opt_step:226689 lr:0.0003 alpha:0.04324 +2026-02-13 01:34:57 | INFO | PID:1346 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_namethisgame_t0_s3 [train] +total_reward:4275.30 total_reward_ma:3722.71 loss:-15.94 fps:131.5 +frame:1.22e+06 wall_t:9277 t:76250 epi:nan +opt_step:228564 lr:0.0003 alpha:0.04323 +2026-02-13 01:36:13 | INFO | PID:1346 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_namethisgame_t0_s3 [train] +total_reward:4302.90 total_reward_ma:3742.90 loss:-16.07 fps:131.5 +frame:1.23e+06 wall_t:9352 t:76875 epi:nan +opt_step:230439 lr:0.0003 alpha:0.04347 +2026-02-13 01:37:28 | INFO | PID:1346 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_namethisgame_t0_s3 [train] +total_reward:4250.90 total_reward_ma:3762.36 loss:-15.76 fps:131.5 +frame:1.24e+06 wall_t:9428 t:77500 epi:nan +opt_step:232314 lr:0.0003 alpha:0.04181 +2026-02-13 01:38:44 | INFO | PID:1346 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_namethisgame_t0_s3 [train] +total_reward:4245.40 total_reward_ma:3782.01 loss:-16.32 fps:131.5 +frame:1.25e+06 wall_t:9504 t:78125 epi:nan +opt_step:234189 lr:0.0003 alpha:0.04276 +2026-02-13 01:40:00 | INFO | PID:1346 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_namethisgame_t0_s3 [train] +total_reward:4300.70 total_reward_ma:3802.09 loss:-15.51 fps:131.5 +frame:1.26e+06 wall_t:9579 t:78750 epi:nan +opt_step:236064 lr:0.0003 alpha:0.04151 +2026-02-13 01:41:16 | INFO | PID:1346 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_namethisgame_t0_s3 [train] +total_reward:4265.40 total_reward_ma:3821.75 loss:-16.23 fps:131.5 +frame:1.27e+06 wall_t:9655 t:79375 epi:nan +opt_step:237939 lr:0.0003 alpha:0.04113 +2026-02-13 01:42:31 | INFO | PID:1346 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_namethisgame_t0_s3 [train] +total_reward:4216.30 total_reward_ma:3840.93 loss:-16.24 fps:131.6 +frame:1.28e+06 wall_t:9730 t:80000 epi:nan +opt_step:239814 lr:0.0003 alpha:0.04092 +2026-02-13 01:43:46 | INFO | PID:1346 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_namethisgame_t0_s3 [train] +total_reward:4175.40 total_reward_ma:3859.83 loss:-15.87 fps:131.6 +frame:1.29e+06 wall_t:9806 t:80625 epi:nan +opt_step:241689 lr:0.0003 alpha:0.03988 +2026-02-13 01:45:02 | INFO | PID:1346 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_namethisgame_t0_s3 [train] +total_reward:4117.10 total_reward_ma:3878.29 loss:-15.87 fps:131.6 +frame:1.30e+06 wall_t:9881 t:81250 epi:nan +opt_step:243564 lr:0.0003 alpha:0.04065 +2026-02-13 01:46:18 | INFO | PID:1346 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_namethisgame_t0_s3 [train] +total_reward:4124.90 total_reward_ma:3897.17 loss:-15.47 fps:131.6 +frame:1.31e+06 wall_t:9957 t:81875 epi:nan +opt_step:245439 lr:0.0003 alpha:0.04052 +2026-02-13 01:47:33 | INFO | PID:1346 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_namethisgame_t0_s3 [train] +total_reward:4135.90 total_reward_ma:3916.50 loss:-15.77 fps:131.6 +frame:1.32e+06 wall_t:10033 t:82500 epi:nan +opt_step:247314 lr:0.0003 alpha:0.04033 +2026-02-13 01:48:49 | INFO | PID:1346 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_namethisgame_t0_s3 [train] +total_reward:4125.20 total_reward_ma:3936.17 loss:-15.52 fps:131.6 +frame:1.33e+06 wall_t:10109 t:83125 epi:nan +opt_step:249189 lr:0.0003 alpha:0.04077 +2026-02-13 01:50:04 | INFO | PID:1346 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_namethisgame_t0_s3 [train] +total_reward:4118.00 total_reward_ma:3955.48 loss:-15.97 fps:131.6 +frame:1.34e+06 wall_t:10184 t:83750 epi:nan +opt_step:251064 lr:0.0003 alpha:0.04032 +2026-02-13 01:51:20 | INFO | PID:1346 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_namethisgame_t0_s3 [train] +total_reward:4117.80 total_reward_ma:3974.99 loss:-15.42 fps:131.6 +frame:1.35e+06 wall_t:10260 t:84375 epi:nan +opt_step:252939 lr:0.0003 alpha:0.03944 +2026-02-13 01:52:35 | INFO | PID:1346 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_namethisgame_t0_s3 [train] +total_reward:4108.80 total_reward_ma:3994.49 loss:-15.46 fps:131.6 +frame:1.36e+06 wall_t:10335 t:85000 epi:nan +opt_step:254814 lr:0.0003 alpha:0.04 +2026-02-13 01:53:51 | INFO | PID:1346 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_namethisgame_t0_s3 [train] +total_reward:4078.20 total_reward_ma:4013.87 loss:-15.46 fps:131.6 +frame:1.37e+06 wall_t:10411 t:85625 epi:nan +opt_step:256689 lr:0.0003 alpha:0.03957 +2026-02-13 01:55:08 | INFO | PID:1346 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_namethisgame_t0_s3 [train] +total_reward:4004.00 total_reward_ma:4031.95 loss:-15.22 fps:131.6 +frame:1.38e+06 wall_t:10487 t:86250 epi:nan +opt_step:258564 lr:0.0003 alpha:0.03982 +2026-02-13 01:56:23 | INFO | PID:1346 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_namethisgame_t0_s3 [train] +total_reward:4005.50 total_reward_ma:4050.23 loss:-14.96 fps:131.6 +frame:1.39e+06 wall_t:10563 t:86875 epi:nan +opt_step:260439 lr:0.0003 alpha:0.0399 +2026-02-13 01:57:39 | INFO | PID:1346 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_namethisgame_t0_s3 [train] +total_reward:4004.90 total_reward_ma:4068.28 loss:-15.64 fps:131.6 +frame:1.40e+06 wall_t:10638 t:87500 epi:nan +opt_step:262314 lr:0.0003 alpha:0.03922 +2026-02-13 01:58:54 | INFO | PID:1346 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_namethisgame_t0_s3 [train] +total_reward:3962.00 total_reward_ma:4085.71 loss:-14.99 fps:131.6 +frame:1.41e+06 wall_t:10714 t:88125 epi:nan +opt_step:264189 lr:0.0003 alpha:0.03898 +2026-02-13 02:00:10 | INFO | PID:1346 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_namethisgame_t0_s3 [train] +total_reward:3981.50 total_reward_ma:4102.82 loss:-15.65 fps:131.6 +frame:1.42e+06 wall_t:10789 t:88750 epi:nan +opt_step:266064 lr:0.0003 alpha:0.03805 +2026-02-13 02:01:25 | INFO | PID:1346 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_namethisgame_t0_s3 [train] +total_reward:3963.60 total_reward_ma:4119.19 loss:-15.31 fps:131.6 +frame:1.43e+06 wall_t:10865 t:89375 epi:nan +opt_step:267939 lr:0.0003 alpha:0.03848 +2026-02-13 02:02:41 | INFO | PID:1346 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_namethisgame_t0_s3 [train] +total_reward:3921.30 total_reward_ma:4134.82 loss:-15.34 fps:131.6 +frame:1.44e+06 wall_t:10940 t:90000 epi:nan +opt_step:269814 lr:0.0003 alpha:0.03912 +2026-02-13 02:03:56 | INFO | PID:1346 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_namethisgame_t0_s3 [train] +total_reward:3911.60 total_reward_ma:4150.14 loss:-14.48 fps:131.6 +frame:1.45e+06 wall_t:11016 t:90625 epi:nan +opt_step:271689 lr:0.0003 alpha:0.03944 +2026-02-13 02:05:12 | INFO | PID:1346 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_namethisgame_t0_s3 [train] +total_reward:3917.10 total_reward_ma:4164.79 loss:-14.85 fps:131.6 +frame:1.46e+06 wall_t:11091 t:91250 epi:nan +opt_step:273564 lr:0.0003 alpha:0.03917 +2026-02-13 02:06:27 | INFO | PID:1346 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_namethisgame_t0_s3 [train] +total_reward:3876.80 total_reward_ma:4178.39 loss:-15.07 fps:131.6 +frame:1.47e+06 wall_t:11167 t:91875 epi:nan +opt_step:275439 lr:0.0003 alpha:0.03916 +2026-02-13 02:07:43 | INFO | PID:1346 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_namethisgame_t0_s3 [train] +total_reward:3812.90 total_reward_ma:4190.61 loss:-14.87 fps:131.6 +frame:1.48e+06 wall_t:11242 t:92500 epi:nan +opt_step:277314 lr:0.0003 alpha:0.03894 +2026-02-13 02:08:58 | INFO | PID:1346 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_namethisgame_t0_s3 [train] +total_reward:3827.60 total_reward_ma:4202.22 loss:-14.44 fps:131.6 +frame:1.49e+06 wall_t:11318 t:93125 epi:nan +opt_step:279189 lr:0.0003 alpha:0.03906 +2026-02-13 02:10:14 | INFO | PID:1346 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_namethisgame_t0_s3 [train] +total_reward:3831.80 total_reward_ma:4213.05 loss:-15.24 fps:131.7 +frame:1.50e+06 wall_t:11393 t:93750 epi:nan +opt_step:281064 lr:0.0003 alpha:0.03709 +2026-02-13 02:11:29 | INFO | PID:1346 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_namethisgame_t0_s3 [train] +total_reward:3865.70 total_reward_ma:4223.75 loss:-14.18 fps:131.7 +frame:1.51e+06 wall_t:11468 t:94375 epi:nan +opt_step:282939 lr:0.0003 alpha:0.03755 +2026-02-13 02:12:45 | INFO | PID:1346 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_namethisgame_t0_s3 [train] +total_reward:3757.20 total_reward_ma:4232.75 loss:-14.96 fps:131.7 +frame:1.52e+06 wall_t:11545 t:95000 epi:nan +opt_step:284814 lr:0.0003 alpha:0.03754 +2026-02-13 02:14:00 | INFO | PID:1346 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_namethisgame_t0_s3 [train] +total_reward:3769.90 total_reward_ma:4240.53 loss:-14.51 fps:131.7 +frame:1.53e+06 wall_t:11620 t:95625 epi:nan +opt_step:286689 lr:0.0003 alpha:0.03725 +2026-02-13 02:15:16 | INFO | PID:1346 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_namethisgame_t0_s3 [train] +total_reward:3836.30 total_reward_ma:4248.04 loss:-14.46 fps:131.7 +frame:1.54e+06 wall_t:11695 t:96250 epi:nan +opt_step:288564 lr:0.0003 alpha:0.03726 +2026-02-13 02:16:32 | INFO | PID:1346 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_namethisgame_t0_s3 [train] +total_reward:3707.30 total_reward_ma:4253.08 loss:-14.6 fps:131.7 +frame:1.55e+06 wall_t:11771 t:96875 epi:nan +opt_step:290439 lr:0.0003 alpha:0.0365 +2026-02-13 02:17:48 | INFO | PID:1346 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_namethisgame_t0_s3 [train] +total_reward:3780.00 total_reward_ma:4258.00 loss:-14.49 fps:131.7 +frame:1.56e+06 wall_t:11847 t:97500 epi:nan +opt_step:292314 lr:0.0003 alpha:0.03565 +2026-02-13 02:19:03 | INFO | PID:1346 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_namethisgame_t0_s3 [train] +total_reward:3743.50 total_reward_ma:4262.04 loss:-14.25 fps:131.7 +frame:1.57e+06 wall_t:11922 t:98125 epi:nan +opt_step:294189 lr:0.0003 alpha:0.03614 +2026-02-13 02:20:18 | INFO | PID:1346 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_namethisgame_t0_s3 [train] +total_reward:3773.90 total_reward_ma:4266.05 loss:-14.14 fps:131.7 +frame:1.58e+06 wall_t:11998 t:98750 epi:nan +opt_step:296064 lr:0.0003 alpha:0.03632 +2026-02-13 02:21:34 | INFO | PID:1346 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_namethisgame_t0_s3 [train] +total_reward:3742.70 total_reward_ma:4268.93 loss:-14.39 fps:131.7 +frame:1.59e+06 wall_t:12073 t:99375 epi:nan +opt_step:297939 lr:0.0003 alpha:0.0359 +2026-02-13 02:22:49 | INFO | PID:1346 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_namethisgame_t0_s3 [train] +total_reward:3786.60 total_reward_ma:4271.70 loss:-13.63 fps:131.7 +frame:1.60e+06 wall_t:12149 t:100000 epi:nan +opt_step:299814 lr:0.0003 alpha:0.03589 +2026-02-13 02:24:05 | INFO | PID:1346 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_namethisgame_t0_s3 [train] +total_reward:3812.20 total_reward_ma:4272.96 loss:-13.74 fps:131.7 +frame:1.61e+06 wall_t:12224 t:100625 epi:nan +opt_step:301689 lr:0.0003 alpha:0.03518 +2026-02-13 02:25:20 | INFO | PID:1346 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_namethisgame_t0_s3 [train] +total_reward:3796.10 total_reward_ma:4273.26 loss:-13.76 fps:131.7 +frame:1.62e+06 wall_t:12300 t:101250 epi:nan +opt_step:303564 lr:0.0003 alpha:0.03493 +2026-02-13 02:26:36 | INFO | PID:1346 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_namethisgame_t0_s3 [train] +total_reward:3862.90 total_reward_ma:4274.23 loss:-14.21 fps:131.7 +frame:1.63e+06 wall_t:12376 t:101875 epi:nan +opt_step:305439 lr:0.0003 alpha:0.03375 +2026-02-13 02:27:51 | INFO | PID:1346 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_namethisgame_t0_s3 [train] +total_reward:3896.00 total_reward_ma:4273.57 loss:-13.58 fps:131.7 +frame:1.64e+06 wall_t:12451 t:102500 epi:nan +opt_step:307314 lr:0.0003 alpha:0.03434 +2026-02-13 02:29:07 | INFO | PID:1346 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_namethisgame_t0_s3 [train] +total_reward:3892.50 total_reward_ma:4272.45 loss:-13.69 fps:131.7 +frame:1.65e+06 wall_t:12526 t:103125 epi:nan +opt_step:309189 lr:0.0003 alpha:0.0339 +2026-02-13 02:30:22 | INFO | PID:1346 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_namethisgame_t0_s3 [train] +total_reward:3914.40 total_reward_ma:4270.73 loss:-13.66 fps:131.7 +frame:1.66e+06 wall_t:12602 t:103750 epi:nan +opt_step:311064 lr:0.0003 alpha:0.0334 +2026-02-13 02:31:37 | INFO | PID:1346 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_namethisgame_t0_s3 [train] +total_reward:3919.30 total_reward_ma:4267.15 loss:-13.34 fps:131.7 +frame:1.67e+06 wall_t:12677 t:104375 epi:nan +opt_step:312939 lr:0.0003 alpha:0.03385 +2026-02-13 02:32:53 | INFO | PID:1346 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_namethisgame_t0_s3 [train] +total_reward:3932.80 total_reward_ma:4262.85 loss:-12.92 fps:131.7 +frame:1.68e+06 wall_t:12753 t:105000 epi:nan +opt_step:314814 lr:0.0003 alpha:0.03394 +2026-02-13 02:34:09 | INFO | PID:1346 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_namethisgame_t0_s3 [train] +total_reward:3943.70 total_reward_ma:4258.71 loss:-13.48 fps:131.7 +frame:1.69e+06 wall_t:12828 t:105625 epi:nan +opt_step:316689 lr:0.0003 alpha:0.0334 +2026-02-13 02:35:25 | INFO | PID:1346 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_namethisgame_t0_s3 [train] +total_reward:3937.20 total_reward_ma:4253.98 loss:-13.16 fps:131.7 +frame:1.70e+06 wall_t:12904 t:106250 epi:nan +opt_step:318564 lr:0.0003 alpha:0.03383 +2026-02-13 02:36:41 | INFO | PID:1346 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_namethisgame_t0_s3 [train] +total_reward:3924.70 total_reward_ma:4248.41 loss:-13.23 fps:131.7 +frame:1.71e+06 wall_t:12981 t:106875 epi:nan +opt_step:320439 lr:0.0003 alpha:0.03315 +2026-02-13 02:37:57 | INFO | PID:1346 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_namethisgame_t0_s3 [train] +total_reward:3903.30 total_reward_ma:4241.74 loss:-13.15 fps:131.7 +frame:1.72e+06 wall_t:13057 t:107500 epi:nan +opt_step:322314 lr:0.0003 alpha:0.03278 +2026-02-13 02:39:14 | INFO | PID:1346 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_namethisgame_t0_s3 [train] +total_reward:3888.00 total_reward_ma:4234.34 loss:-12.39 fps:131.7 +frame:1.73e+06 wall_t:13133 t:108125 epi:nan +opt_step:324189 lr:0.0003 alpha:0.0322 +2026-02-13 02:40:30 | INFO | PID:1346 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_namethisgame_t0_s3 [train] +total_reward:3910.10 total_reward_ma:4226.63 loss:-13.15 fps:131.7 +frame:1.74e+06 wall_t:13209 t:108750 epi:nan +opt_step:326064 lr:0.0003 alpha:0.03151 +2026-02-13 02:41:46 | INFO | PID:1346 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_namethisgame_t0_s3 [train] +total_reward:3909.60 total_reward_ma:4218.40 loss:-12.77 fps:131.7 +frame:1.75e+06 wall_t:13285 t:109375 epi:nan +opt_step:327939 lr:0.0003 alpha:0.03118 +2026-02-13 02:43:01 | INFO | PID:1346 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_namethisgame_t0_s3 [train] +total_reward:3901.00 total_reward_ma:4210.46 loss:-12.99 fps:131.7 +frame:1.76e+06 wall_t:13361 t:110000 epi:nan +opt_step:329814 lr:0.0003 alpha:0.03178 +2026-02-13 02:44:17 | INFO | PID:1346 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_namethisgame_t0_s3 [train] +total_reward:3843.30 total_reward_ma:4201.89 loss:-12.89 fps:131.7 +frame:1.77e+06 wall_t:13437 t:110625 epi:nan +opt_step:331689 lr:0.0003 alpha:0.03162 +2026-02-13 02:45:33 | INFO | PID:1346 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_namethisgame_t0_s3 [train] +total_reward:3841.60 total_reward_ma:4192.57 loss:-12.46 fps:131.7 +frame:1.78e+06 wall_t:13513 t:111250 epi:nan +opt_step:333564 lr:0.0003 alpha:0.03053 +2026-02-13 02:46:48 | INFO | PID:1346 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_namethisgame_t0_s3 [train] +total_reward:3827.50 total_reward_ma:4182.99 loss:-13.07 fps:131.7 +frame:1.79e+06 wall_t:13588 t:111875 epi:nan +opt_step:335439 lr:0.0003 alpha:0.03084 +2026-02-13 02:48:04 | INFO | PID:1346 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_namethisgame_t0_s3 [train] +total_reward:3815.50 total_reward_ma:4172.52 loss:-12.29 fps:131.7 +frame:1.80e+06 wall_t:13664 t:112500 epi:nan +opt_step:337314 lr:0.0003 alpha:0.03024 +2026-02-13 02:49:19 | INFO | PID:1346 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_namethisgame_t0_s3 [train] +total_reward:3840.50 total_reward_ma:4162.51 loss:-12.09 fps:131.7 +frame:1.81e+06 wall_t:13739 t:113125 epi:nan +opt_step:339189 lr:0.0003 alpha:0.03033 +2026-02-13 02:50:35 | INFO | PID:1346 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_namethisgame_t0_s3 [train] +total_reward:3832.20 total_reward_ma:4152.56 loss:-12.17 fps:131.7 +frame:1.82e+06 wall_t:13815 t:113750 epi:nan +opt_step:341064 lr:0.0003 alpha:0.03028 +2026-02-13 02:51:50 | INFO | PID:1346 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_namethisgame_t0_s3 [train] +total_reward:3876.90 total_reward_ma:4143.30 loss:-11.86 fps:131.7 +frame:1.83e+06 wall_t:13890 t:114375 epi:nan +opt_step:342939 lr:0.0003 alpha:0.03025 +2026-02-13 02:53:06 | INFO | PID:1346 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_namethisgame_t0_s3 [train] +total_reward:3814.90 total_reward_ma:4133.73 loss:-12.46 fps:131.7 +frame:1.84e+06 wall_t:13966 t:115000 epi:nan +opt_step:344814 lr:0.0003 alpha:0.03018 +2026-02-13 02:54:22 | INFO | PID:1346 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_namethisgame_t0_s3 [train] +total_reward:3828.70 total_reward_ma:4123.98 loss:-12.02 fps:131.7 +frame:1.85e+06 wall_t:14042 t:115625 epi:nan +opt_step:346689 lr:0.0003 alpha:0.03076 +2026-02-13 02:55:37 | INFO | PID:1346 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_namethisgame_t0_s3 [train] +total_reward:3733.60 total_reward_ma:4113.81 loss:-12.05 fps:131.8 +frame:1.86e+06 wall_t:14117 t:116250 epi:nan +opt_step:348564 lr:0.0003 alpha:0.03007 +2026-02-13 02:56:53 | INFO | PID:1346 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_namethisgame_t0_s3 [train] +total_reward:3720.60 total_reward_ma:4103.29 loss:-12.31 fps:131.8 +frame:1.87e+06 wall_t:14193 t:116875 epi:nan +opt_step:350439 lr:0.0003 alpha:0.0291 +2026-02-13 02:58:09 | INFO | PID:1346 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_namethisgame_t0_s3 [train] +total_reward:3713.70 total_reward_ma:4092.40 loss:-11.86 fps:131.8 +frame:1.88e+06 wall_t:14269 t:117500 epi:nan +opt_step:352314 lr:0.0003 alpha:0.02935 +2026-02-13 02:59:24 | INFO | PID:1346 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_namethisgame_t0_s3 [train] +total_reward:3705.40 total_reward_ma:4082.79 loss:-11.68 fps:131.8 +frame:1.89e+06 wall_t:14344 t:118125 epi:nan +opt_step:354189 lr:0.0003 alpha:0.02972 +2026-02-13 03:00:40 | INFO | PID:1346 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_namethisgame_t0_s3 [train] +total_reward:3643.70 total_reward_ma:4072.74 loss:-11.8 fps:131.8 +frame:1.90e+06 wall_t:14420 t:118750 epi:nan +opt_step:356064 lr:0.0003 alpha:0.02943 +2026-02-13 03:01:56 | INFO | PID:1346 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_namethisgame_t0_s3 [train] +total_reward:3618.90 total_reward_ma:4062.18 loss:-11.71 fps:131.8 +frame:1.91e+06 wall_t:14495 t:119375 epi:nan +opt_step:357939 lr:0.0003 alpha:0.02863 +2026-02-13 03:03:11 | INFO | PID:1346 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_namethisgame_t0_s3 [train] +total_reward:3587.00 total_reward_ma:4051.96 loss:-11.45 fps:131.8 +frame:1.92e+06 wall_t:14571 t:120000 epi:nan +opt_step:359814 lr:0.0003 alpha:0.02884 +2026-02-13 03:04:27 | INFO | PID:1346 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_namethisgame_t0_s3 [train] +total_reward:3458.30 total_reward_ma:4040.00 loss:-11.86 fps:131.8 +frame:1.93e+06 wall_t:14647 t:120625 epi:nan +opt_step:361689 lr:0.0003 alpha:0.02844 +2026-02-13 03:05:42 | INFO | PID:1346 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_namethisgame_t0_s3 [train] +total_reward:3431.40 total_reward_ma:4027.98 loss:-11.43 fps:131.8 +frame:1.94e+06 wall_t:14722 t:121250 epi:nan +opt_step:363564 lr:0.0003 alpha:0.0278 +2026-02-13 03:06:58 | INFO | PID:1346 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_namethisgame_t0_s3 [train] +total_reward:3405.50 total_reward_ma:4015.71 loss:-11.63 fps:131.8 +frame:1.95e+06 wall_t:14798 t:121875 epi:nan +opt_step:365439 lr:0.0003 alpha:0.02861 +2026-02-13 03:08:13 | INFO | PID:1346 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_namethisgame_t0_s3 [train] +total_reward:3352.90 total_reward_ma:4003.86 loss:-11.53 fps:131.8 +frame:1.96e+06 wall_t:14873 t:122500 epi:nan +opt_step:367314 lr:0.0003 alpha:0.02864 +2026-02-13 03:09:30 | INFO | PID:1346 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_namethisgame_t0_s3 [train] +total_reward:3371.40 total_reward_ma:3992.70 loss:-11.9 fps:131.8 +frame:1.97e+06 wall_t:14950 t:123125 epi:nan +opt_step:369189 lr:0.0003 alpha:0.02805 +2026-02-13 03:10:46 | INFO | PID:1346 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_namethisgame_t0_s3 [train] +total_reward:3354.10 total_reward_ma:3981.00 loss:-11.56 fps:131.8 +frame:1.98e+06 wall_t:15026 t:123750 epi:nan +opt_step:371064 lr:0.0003 alpha:0.02747 +2026-02-13 03:12:02 | INFO | PID:1346 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_namethisgame_t0_s3 [train] +total_reward:3338.10 total_reward_ma:3969.21 loss:-11.15 fps:131.8 +frame:1.99e+06 wall_t:15102 t:124375 epi:nan +opt_step:372939 lr:0.0003 alpha:0.02724 +2026-02-13 03:13:17 | INFO | PID:1346 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_namethisgame_t0_s3 [train] +total_reward:3356.60 total_reward_ma:3958.95 loss:-11.2 fps:131.8 +frame:2.00e+06 wall_t:15176 t:125000 epi:nan +opt_step:374814 lr:0.0003 alpha:0.0277 +2026-02-13 03:13:17 | INFO | PID:1346 | slm_lab.lib.logger:info | Session 3 done diff --git a/data/sac_atari_namethisgame_2026_02_12_230011/sac_atari_namethisgame_spec.json b/data/sac_atari_namethisgame_2026_02_12_230011/sac_atari_namethisgame_spec.json new file mode 100644 index 0000000000000000000000000000000000000000..60aa117987865dc5a6b8d0c2f817f9474af1a781 --- /dev/null +++ b/data/sac_atari_namethisgame_2026_02_12_230011/sac_atari_namethisgame_spec.json @@ -0,0 +1,98 @@ +{ + "agent": { + "name": "SoftActorCritic", + "algorithm": { + "name": "SoftActorCritic", + "action_pdtype": "Categorical", + "action_policy": "default", + "gamma": 0.99, + "training_start_step": 1000, + "training_frequency": 4, + "training_iter": 3 + }, + "memory": { + "name": "Replay", + "batch_size": 256, + "max_size": 200000, + "use_cer": false + }, + "net": { + "type": "ConvNet", + "shared": false, + "conv_hid_layers": [ + [ + 32, + 8, + 4, + 0, + 1 + ], + [ + 64, + 4, + 2, + 0, + 1 + ], + [ + 64, + 3, + 1, + 0, + 1 + ] + ], + "fc_hid_layers": [ + 512 + ], + "hid_layers_activation": 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"data/sac_atari_namethisgame_2026_02_12_230011/graph/sac_atari_namethisgame_t0", + "info_prepath": "data/sac_atari_namethisgame_2026_02_12_230011/info/sac_atari_namethisgame_t0", + "log_prepath": "data/sac_atari_namethisgame_2026_02_12_230011/log/sac_atari_namethisgame_t0", + "model_prepath": "data/sac_atari_namethisgame_2026_02_12_230011/model/sac_atari_namethisgame_t0" + }, + "name": "sac_atari_namethisgame" +} \ No newline at end of file diff --git a/data/sac_atari_namethisgame_2026_02_12_230011/sac_atari_namethisgame_t0_spec.json b/data/sac_atari_namethisgame_2026_02_12_230011/sac_atari_namethisgame_t0_spec.json new file mode 100644 index 0000000000000000000000000000000000000000..60aa117987865dc5a6b8d0c2f817f9474af1a781 --- /dev/null +++ b/data/sac_atari_namethisgame_2026_02_12_230011/sac_atari_namethisgame_t0_spec.json @@ -0,0 +1,98 @@ +{ + "agent": { + "name": "SoftActorCritic", + "algorithm": { + "name": "SoftActorCritic", + "action_pdtype": "Categorical", + "action_policy": 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8.952954999585927e-07, + "training_efficiency": 4.72249485028442e-06, + "stability": 0.9935786724090576, + "consistency": 0.8172257542610168 +} \ No newline at end of file diff --git a/data/sac_atari_phoenix_2026_02_12_231134/log/sac_atari_phoenix_t0.log b/data/sac_atari_phoenix_2026_02_12_231134/log/sac_atari_phoenix_t0.log new file mode 100644 index 0000000000000000000000000000000000000000..905c51d9f8a00ec7bc2599a3ec72ff68a3a7c682 --- /dev/null +++ b/data/sac_atari_phoenix_2026_02_12_231134/log/sac_atari_phoenix_t0.log @@ -0,0 +1,5 @@ +2026-02-13 05:04:26 | INFO | PID:1266 | slm_lab.lib.logger:info | trial_metrics: frame:2.00e+06 | total_reward_ma:3908.52 | strength:2570 | max_strength:3626 | final_strength:3414 | sample_efficiency:8.953e-07 | training_efficiency:4.722e-06 | stability:0.9936 | consistency:0.8172 +2026-02-13 05:04:26 | INFO | PID:1266 | slm_lab.lib.logger:info | Trial 0 done +2026-02-13 05:04:26 | INFO | PID:1266 | slm_lab.cli.main:run_spec | Output: data/sac_atari_phoenix_2026_02_12_231134 +2026-02-13 05:04:26 | INFO | PID:1266 | slm_lab.lib.hf:cleanup_models | Cleanup saved 309.4 MB +2026-02-13 05:04:26 | INFO | PID:1266 | slm_lab.lib.hf:upload | Uploading data/sac_atari_phoenix_2026_02_12_231134 to SLM-Lab/benchmark-dev/data/sac_atari_phoenix_2026_02_12_231134... diff --git a/data/sac_atari_phoenix_2026_02_12_231134/log/sac_atari_phoenix_t0_s0.log b/data/sac_atari_phoenix_2026_02_12_231134/log/sac_atari_phoenix_t0_s0.log new file mode 100644 index 0000000000000000000000000000000000000000..dc8debb656e47ebdbbd5489a80f7684c2fb26abf --- /dev/null +++ b/data/sac_atari_phoenix_2026_02_12_231134/log/sac_atari_phoenix_t0_s0.log @@ -0,0 +1,982 @@ +2026-02-12 23:11:39 | INFO | PID:1406 | slm_lab.env:_make_vector_env | AtariVectorEnv: 16 envs, native preprocessing +2026-02-12 23:12:28 | INFO | PID:1406 | slm_lab.lib.perf:log_perf_setup | Performance setup: +Platform: GPU NVIDIA RTX A4000 (compute 8.6) +• GPU cuDNN benchmark: enabled +• GPU memory management: enabled +• GPU TF32 acceleration: enabled +2026-02-12 23:12:28 | INFO | PID:1406 | slm_lab.lib.logger:info | SoftActorCritic: +algorithm_spec: + name: SoftActorCritic + action_pdtype: Categorical + action_policy: default + gamma: 0.99 + training_start_step: 1000 + training_frequency: 4 + training_iter: 3 +name: SoftActorCritic +memory_spec: + name: Replay + batch_size: 256 + max_size: 200000 + use_cer: false +action_pdtype: Categorical +training_iter: 3 +training_start_step: 1000 +policy_delay: 1 +entropy_penalty_coef: 0.0 +gamma: 0.99 +training_frequency: 4 +to_train: 0 +_train_step: 0 +shared: False +net: (device:cuda:0) ConvNet( + (conv_model): Sequential( + (0): Conv2d(4, 32, kernel_size=(8, 8), stride=(4, 4)) + (1): ReLU() + (2): Conv2d(32, 64, kernel_size=(4, 4), stride=(2, 2)) + (3): ReLU() + (4): Conv2d(64, 64, kernel_size=(3, 3), stride=(1, 1)) + (5): ReLU() + ) + (fc_model): Sequential( + (0): Linear(in_features=3136, out_features=512, bias=True) + (1): ReLU() + ) + (tails): Sequential( + (0): Linear(in_features=512, out_features=8, bias=True) + ) + (loss_fn): SmoothL1Loss() +) +optim: AdamW ( +Parameter Group 0 + amsgrad: False + betas: (0.9, 0.999) + capturable: False + decoupled_weight_decay: True + differentiable: False + eps: 0.0001 + foreach: None + fused: None + lr: 0.0003 + maximize: False + weight_decay: 0.01 +) +q1_net: (device:cuda:0) ConvNet( + (conv_model): Sequential( + (0): Conv2d(4, 32, kernel_size=(8, 8), stride=(4, 4)) + (1): ReLU() + (2): Conv2d(32, 64, kernel_size=(4, 4), stride=(2, 2)) + (3): ReLU() + (4): Conv2d(64, 64, kernel_size=(3, 3), stride=(1, 1)) + (5): ReLU() + ) + (fc_model): Sequential( + (0): Linear(in_features=3136, out_features=512, bias=True) + (1): ReLU() + ) + (tails): Sequential( + (0): Linear(in_features=512, out_features=8, bias=True) + ) + (loss_fn): SmoothL1Loss() +) +target_q1_net: (device:cuda:0) ConvNet( + (conv_model): Sequential( + (0): Conv2d(4, 32, kernel_size=(8, 8), stride=(4, 4)) + (1): ReLU() + (2): Conv2d(32, 64, kernel_size=(4, 4), stride=(2, 2)) + (3): ReLU() + (4): Conv2d(64, 64, kernel_size=(3, 3), stride=(1, 1)) + (5): ReLU() + ) + (fc_model): Sequential( + (0): Linear(in_features=3136, out_features=512, bias=True) + (1): ReLU() + ) + (tails): Sequential( + (0): Linear(in_features=512, out_features=8, bias=True) + ) + (loss_fn): SmoothL1Loss() +) +q1_optim: AdamW ( +Parameter Group 0 + amsgrad: False + betas: (0.9, 0.999) + capturable: False + decoupled_weight_decay: True + differentiable: False + eps: 0.0001 + foreach: None + fused: None + lr: 0.0003 + maximize: False + weight_decay: 0.01 +) +q2_net: (device:cuda:0) ConvNet( + (conv_model): Sequential( + (0): Conv2d(4, 32, kernel_size=(8, 8), stride=(4, 4)) + (1): ReLU() + (2): Conv2d(32, 64, kernel_size=(4, 4), stride=(2, 2)) + (3): ReLU() + (4): Conv2d(64, 64, kernel_size=(3, 3), stride=(1, 1)) + (5): ReLU() + ) + (fc_model): Sequential( + (0): Linear(in_features=3136, out_features=512, bias=True) + (1): ReLU() + ) + (tails): Sequential( + (0): Linear(in_features=512, out_features=8, bias=True) + ) + (loss_fn): SmoothL1Loss() +) +target_q2_net: (device:cuda:0) ConvNet( + (conv_model): Sequential( + (0): Conv2d(4, 32, kernel_size=(8, 8), stride=(4, 4)) + (1): ReLU() + (2): Conv2d(32, 64, kernel_size=(4, 4), stride=(2, 2)) + (3): ReLU() + (4): Conv2d(64, 64, kernel_size=(3, 3), stride=(1, 1)) + (5): ReLU() + ) + (fc_model): Sequential( + (0): Linear(in_features=3136, out_features=512, bias=True) + (1): ReLU() + ) + (tails): Sequential( + (0): Linear(in_features=512, out_features=8, bias=True) + ) + (loss_fn): SmoothL1Loss() +) +q2_optim: AdamW ( +Parameter Group 0 + amsgrad: False + betas: (0.9, 0.999) + capturable: False + decoupled_weight_decay: True + differentiable: False + eps: 0.0001 + foreach: None + fused: None + lr: 0.0003 + maximize: False + weight_decay: 0.01 +) +net_names: ['net', 'q1_net', 'target_q1_net', 'q2_net', 'target_q2_net'] +target_entropy: 1.2476649250079015 +log_alpha: tensor([0.], device='cuda:0', requires_grad=True) +alpha: tensor([1.], device='cuda:0') +alpha_optim: AdamW ( +Parameter Group 0 + amsgrad: False + betas: (0.9, 0.999) + capturable: False + decoupled_weight_decay: True + differentiable: False + eps: 0.0001 + foreach: None + fused: None + lr: 0.0003 + maximize: False + weight_decay: 0.01 +) +2026-02-12 23:14:01 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_phoenix_t0_s0 [train] +total_reward:271.43 total_reward_ma:271.43 loss:-13.03 fps:71.43 +frame:1.00e+04 wall_t:140 t:625 epi:nan +opt_step:1689 lr:0.0003 alpha:0.6322 +2026-02-12 23:15:44 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_phoenix_t0_s0 [train] +total_reward:405.00 total_reward_ma:338.21 loss:-20.18 fps:82.64 +frame:2.00e+04 wall_t:242 t:1250 epi:nan +opt_step:3564 lr:0.0003 alpha:0.4049 +2026-02-12 23:17:28 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_phoenix_t0_s0 [train] +total_reward:633.20 total_reward_ma:436.54 loss:-23.73 fps:86.71 +frame:3.00e+04 wall_t:346 t:1875 epi:nan +opt_step:5439 lr:0.0003 alpha:0.2659 +2026-02-12 23:19:13 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_phoenix_t0_s0 [train] +total_reward:695.00 total_reward_ma:501.16 loss:-25.4 fps:88.69 +frame:4.00e+04 wall_t:451 t:2500 epi:nan +opt_step:7314 lr:0.0003 alpha:0.1767 +2026-02-12 23:20:56 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_phoenix_t0_s0 [train] +total_reward:681.63 total_reward_ma:537.25 loss:-25.45 fps:90.25 +frame:5.00e+04 wall_t:554 t:3125 epi:nan +opt_step:9189 lr:0.0003 alpha:0.1188 +2026-02-12 23:22:39 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_phoenix_t0_s0 [train] +total_reward:652.00 total_reward_ma:556.38 loss:-24.6 fps:91.32 +frame:6.00e+04 wall_t:657 t:3750 epi:nan +opt_step:11064 lr:0.0003 alpha:0.08177 +2026-02-12 23:24:22 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_phoenix_t0_s0 [train] +total_reward:682.93 total_reward_ma:574.46 loss:-23.7 fps:92.11 +frame:7.00e+04 wall_t:760 t:4375 epi:nan +opt_step:12939 lr:0.0003 alpha:0.05831 +2026-02-12 23:26:05 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_phoenix_t0_s0 [train] +total_reward:699.89 total_reward_ma:590.14 loss:-22.44 fps:92.7 +frame:8.00e+04 wall_t:863 t:5000 epi:nan +opt_step:14814 lr:0.0003 alpha:0.04357 +2026-02-12 23:27:48 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_phoenix_t0_s0 [train] +total_reward:700.60 total_reward_ma:602.41 loss:-21.71 fps:93.17 +frame:9.00e+04 wall_t:966 t:5625 epi:nan +opt_step:16689 lr:0.0003 alpha:0.03421 +2026-02-12 23:29:31 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_phoenix_t0_s0 [train] +total_reward:678.90 total_reward_ma:610.06 loss:-19.79 fps:93.55 +frame:1.00e+05 wall_t:1069 t:6250 epi:nan +opt_step:18564 lr:0.0003 alpha:0.02958 +2026-02-12 23:31:15 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_phoenix_t0_s0 [train] +total_reward:656.30 total_reward_ma:614.26 loss:-18.85 fps:93.78 +frame:1.10e+05 wall_t:1173 t:6875 epi:nan +opt_step:20439 lr:0.0003 alpha:0.02942 +2026-02-12 23:32:58 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_phoenix_t0_s0 [train] +total_reward:646.20 total_reward_ma:616.92 loss:-17.31 fps:94.04 +frame:1.20e+05 wall_t:1276 t:7500 epi:nan +opt_step:22314 lr:0.0003 alpha:0.03 +2026-02-12 23:34:41 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_phoenix_t0_s0 [train] +total_reward:623.90 total_reward_ma:617.46 loss:-16.76 fps:94.27 +frame:1.30e+05 wall_t:1379 t:8125 epi:nan +opt_step:24189 lr:0.0003 alpha:0.02861 +2026-02-12 23:36:24 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_phoenix_t0_s0 [train] +total_reward:611.90 total_reward_ma:617.06 loss:-15.65 fps:94.47 +frame:1.40e+05 wall_t:1482 t:8750 epi:nan +opt_step:26064 lr:0.0003 alpha:0.02893 +2026-02-12 23:38:07 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_phoenix_t0_s0 [train] +total_reward:615.10 total_reward_ma:616.93 loss:-15.02 fps:94.64 +frame:1.50e+05 wall_t:1585 t:9375 epi:nan +opt_step:27939 lr:0.0003 alpha:0.02661 +2026-02-12 23:39:50 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_phoenix_t0_s0 [train] +total_reward:606.00 total_reward_ma:616.25 loss:-13.8 fps:94.79 +frame:1.60e+05 wall_t:1688 t:10000 epi:nan +opt_step:29814 lr:0.0003 alpha:0.02524 +2026-02-12 23:41:33 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_phoenix_t0_s0 [train] +total_reward:566.50 total_reward_ma:613.32 loss:-13.51 fps:94.87 +frame:1.70e+05 wall_t:1792 t:10625 epi:nan +opt_step:31689 lr:0.0003 alpha:0.02317 +2026-02-12 23:43:17 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_phoenix_t0_s0 [train] +total_reward:541.30 total_reward_ma:609.32 loss:-12.97 fps:94.99 +frame:1.80e+05 wall_t:1895 t:11250 epi:nan +opt_step:33564 lr:0.0003 alpha:0.02256 +2026-02-12 23:44:59 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_phoenix_t0_s0 [train] +total_reward:566.60 total_reward_ma:607.07 loss:-11.96 fps:95.1 +frame:1.90e+05 wall_t:1998 t:11875 epi:nan +opt_step:35439 lr:0.0003 alpha:0.02192 +2026-02-12 23:46:43 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_phoenix_t0_s0 [train] +total_reward:600.80 total_reward_ma:606.76 loss:-11.66 fps:95.19 +frame:2.00e+05 wall_t:2101 t:12500 epi:nan +opt_step:37314 lr:0.0003 alpha:0.02012 +2026-02-12 23:48:26 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_phoenix_t0_s0 [train] +total_reward:633.20 total_reward_ma:608.02 loss:-11.05 fps:95.28 +frame:2.10e+05 wall_t:2204 t:13125 epi:nan +opt_step:39189 lr:0.0003 alpha:0.01882 +2026-02-12 23:50:09 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_phoenix_t0_s0 [train] +total_reward:705.30 total_reward_ma:612.44 loss:-10.19 fps:95.36 +frame:2.20e+05 wall_t:2307 t:13750 epi:nan +opt_step:41064 lr:0.0003 alpha:0.01983 +2026-02-12 23:51:51 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_phoenix_t0_s0 [train] +total_reward:785.50 total_reward_ma:619.96 loss:-10.04 fps:95.48 +frame:2.30e+05 wall_t:2409 t:14375 epi:nan +opt_step:42939 lr:0.0003 alpha:0.02154 +2026-02-12 23:53:34 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_phoenix_t0_s0 [train] +total_reward:824.60 total_reward_ma:628.49 loss:-9.513 fps:95.54 +frame:2.40e+05 wall_t:2512 t:15000 epi:nan +opt_step:44814 lr:0.0003 alpha:0.02166 +2026-02-12 23:55:16 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_phoenix_t0_s0 [train] +total_reward:963.40 total_reward_ma:641.89 loss:-9.071 fps:95.64 +frame:2.50e+05 wall_t:2614 t:15625 epi:nan +opt_step:46689 lr:0.0003 alpha:0.02333 +2026-02-12 23:56:59 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_phoenix_t0_s0 [train] +total_reward:1036.80 total_reward_ma:657.08 loss:-9.026 fps:95.69 +frame:2.60e+05 wall_t:2717 t:16250 epi:nan +opt_step:48564 lr:0.0003 alpha:0.02379 +2026-02-12 23:58:41 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_phoenix_t0_s0 [train] +total_reward:1278.70 total_reward_ma:680.10 loss:-8.71 fps:95.78 +frame:2.70e+05 wall_t:2819 t:16875 epi:nan +opt_step:50439 lr:0.0003 alpha:0.02382 +2026-02-13 00:00:23 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_phoenix_t0_s0 [train] +total_reward:1368.10 total_reward_ma:704.67 loss:-8.425 fps:95.82 +frame:2.80e+05 wall_t:2922 t:17500 epi:nan +opt_step:52314 lr:0.0003 alpha:0.02457 +2026-02-13 00:02:06 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_phoenix_t0_s0 [train] +total_reward:1563.40 total_reward_ma:734.28 loss:-8.157 fps:95.9 +frame:2.90e+05 wall_t:3024 t:18125 epi:nan +opt_step:54189 lr:0.0003 alpha:0.02454 +2026-02-13 00:03:48 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_phoenix_t0_s0 [train] +total_reward:1687.10 total_reward_ma:766.04 loss:-8.239 fps:95.97 +frame:3.00e+05 wall_t:3126 t:18750 epi:nan +opt_step:56064 lr:0.0003 alpha:0.02521 +2026-02-13 00:05:30 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_phoenix_t0_s0 [train] +total_reward:1734.90 total_reward_ma:797.30 loss:-7.869 fps:96 +frame:3.10e+05 wall_t:3229 t:19375 epi:nan +opt_step:57939 lr:0.0003 alpha:0.02554 +2026-02-13 00:07:14 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_phoenix_t0_s0 [train] +total_reward:1902.90 total_reward_ma:831.85 loss:-7.819 fps:96.04 +frame:3.20e+05 wall_t:3332 t:20000 epi:nan +opt_step:59814 lr:0.0003 alpha:0.02548 +2026-02-13 00:08:56 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_phoenix_t0_s0 [train] +total_reward:2149.40 total_reward_ma:871.77 loss:-7.754 fps:96.1 +frame:3.30e+05 wall_t:3434 t:20625 epi:nan +opt_step:61689 lr:0.0003 alpha:0.02498 +2026-02-13 00:10:39 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_phoenix_t0_s0 [train] +total_reward:2188.40 total_reward_ma:910.50 loss:-7.537 fps:96.13 +frame:3.40e+05 wall_t:3537 t:21250 epi:nan +opt_step:63564 lr:0.0003 alpha:0.025 +2026-02-13 00:12:21 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_phoenix_t0_s0 [train] +total_reward:2281.20 total_reward_ma:949.66 loss:-7.592 fps:96.18 +frame:3.50e+05 wall_t:3639 t:21875 epi:nan +opt_step:65439 lr:0.0003 alpha:0.0244 +2026-02-13 00:14:03 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_phoenix_t0_s0 [train] +total_reward:2281.20 total_reward_ma:986.65 loss:-7.576 fps:96.23 +frame:3.60e+05 wall_t:3741 t:22500 epi:nan +opt_step:67314 lr:0.0003 alpha:0.02372 +2026-02-13 00:15:46 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_phoenix_t0_s0 [train] +total_reward:2281.20 total_reward_ma:1021.63 loss:-7.349 fps:96.25 +frame:3.70e+05 wall_t:3844 t:23125 epi:nan +opt_step:69189 lr:0.0003 alpha:0.02314 +2026-02-13 00:17:29 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_phoenix_t0_s0 [train] +total_reward:2397.60 total_reward_ma:1057.84 loss:-7.312 fps:96.28 +frame:3.80e+05 wall_t:3947 t:23750 epi:nan +opt_step:71064 lr:0.0003 alpha:0.02215 +2026-02-13 00:19:12 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_phoenix_t0_s0 [train] +total_reward:2533.30 total_reward_ma:1095.68 loss:-7.398 fps:96.3 +frame:3.90e+05 wall_t:4050 t:24375 epi:nan +opt_step:72939 lr:0.0003 alpha:0.02125 +2026-02-13 00:20:53 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_phoenix_t0_s0 [train] +total_reward:2644.70 total_reward_ma:1134.40 loss:-7.362 fps:96.36 +frame:4.00e+05 wall_t:4151 t:25000 epi:nan +opt_step:74814 lr:0.0003 alpha:0.02132 +2026-02-13 00:22:36 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_phoenix_t0_s0 [train] +total_reward:2745.30 total_reward_ma:1173.69 loss:-7.18 fps:96.38 +frame:4.10e+05 wall_t:4254 t:25625 epi:nan +opt_step:76689 lr:0.0003 alpha:0.02088 +2026-02-13 00:24:18 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_phoenix_t0_s0 [train] +total_reward:2981.90 total_reward_ma:1216.74 loss:-7.278 fps:96.42 +frame:4.20e+05 wall_t:4356 t:26250 epi:nan +opt_step:78564 lr:0.0003 alpha:0.02025 +2026-02-13 00:26:01 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_phoenix_t0_s0 [train] +total_reward:3015.30 total_reward_ma:1258.57 loss:-6.939 fps:96.43 +frame:4.30e+05 wall_t:4459 t:26875 epi:nan +opt_step:80439 lr:0.0003 alpha:0.01917 +2026-02-13 00:27:42 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_phoenix_t0_s0 [train] +total_reward:3108.10 total_reward_ma:1300.61 loss:-6.921 fps:96.49 +frame:4.40e+05 wall_t:4560 t:27500 epi:nan +opt_step:82314 lr:0.0003 alpha:0.01851 +2026-02-13 00:29:25 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_phoenix_t0_s0 [train] +total_reward:3150.80 total_reward_ma:1341.72 loss:-6.692 fps:96.5 +frame:4.50e+05 wall_t:4663 t:28125 epi:nan +opt_step:84189 lr:0.0003 alpha:0.01799 +2026-02-13 00:31:07 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_phoenix_t0_s0 [train] +total_reward:3290.70 total_reward_ma:1384.09 loss:-6.531 fps:96.54 +frame:4.60e+05 wall_t:4765 t:28750 epi:nan +opt_step:86064 lr:0.0003 alpha:0.01715 +2026-02-13 00:32:49 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_phoenix_t0_s0 [train] +total_reward:3330.50 total_reward_ma:1425.50 loss:-6.485 fps:96.55 +frame:4.70e+05 wall_t:4868 t:29375 epi:nan +opt_step:87939 lr:0.0003 alpha:0.01666 +2026-02-13 00:34:32 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_phoenix_t0_s0 [train] +total_reward:3583.50 total_reward_ma:1470.46 loss:-6.317 fps:96.58 +frame:4.80e+05 wall_t:4970 t:30000 epi:nan +opt_step:89814 lr:0.0003 alpha:0.01548 +2026-02-13 00:36:14 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_phoenix_t0_s0 [train] +total_reward:3799.20 total_reward_ma:1517.99 loss:-6.052 fps:96.61 +frame:4.90e+05 wall_t:5072 t:30625 epi:nan +opt_step:91689 lr:0.0003 alpha:0.01495 +2026-02-13 00:37:56 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_phoenix_t0_s0 [train] +total_reward:3808.60 total_reward_ma:1563.80 loss:-6.118 fps:96.64 +frame:5.00e+05 wall_t:5174 t:31250 epi:nan +opt_step:93564 lr:0.0003 alpha:0.01568 +2026-02-13 00:39:38 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_phoenix_t0_s0 [train] +total_reward:3885.90 total_reward_ma:1609.33 loss:-6.516 fps:96.66 +frame:5.10e+05 wall_t:5276 t:31875 epi:nan +opt_step:95439 lr:0.0003 alpha:0.01642 +2026-02-13 00:41:21 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_phoenix_t0_s0 [train] +total_reward:3945.60 total_reward_ma:1654.26 loss:-6.38 fps:96.67 +frame:5.20e+05 wall_t:5379 t:32500 epi:nan +opt_step:97314 lr:0.0003 alpha:0.0173 +2026-02-13 00:43:03 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_phoenix_t0_s0 [train] +total_reward:4022.20 total_reward_ma:1698.94 loss:-6.182 fps:96.7 +frame:5.30e+05 wall_t:5481 t:33125 epi:nan +opt_step:99189 lr:0.0003 alpha:0.01919 +2026-02-13 00:44:45 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_phoenix_t0_s0 [train] +total_reward:4112.80 total_reward_ma:1743.64 loss:-6.181 fps:96.72 +frame:5.40e+05 wall_t:5583 t:33750 epi:nan +opt_step:101064 lr:0.0003 alpha:0.02016 +2026-02-13 00:46:27 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_phoenix_t0_s0 [train] +total_reward:4178.90 total_reward_ma:1787.92 loss:-6.214 fps:96.75 +frame:5.50e+05 wall_t:5685 t:34375 epi:nan +opt_step:102939 lr:0.0003 alpha:0.02359 +2026-02-13 00:48:09 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_phoenix_t0_s0 [train] +total_reward:4065.20 total_reward_ma:1828.58 loss:-6.536 fps:96.77 +frame:5.60e+05 wall_t:5787 t:35000 epi:nan +opt_step:104814 lr:0.0003 alpha:0.02654 +2026-02-13 00:49:51 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_phoenix_t0_s0 [train] +total_reward:3989.90 total_reward_ma:1866.50 loss:-6.427 fps:96.77 +frame:5.70e+05 wall_t:5890 t:35625 epi:nan +opt_step:106689 lr:0.0003 alpha:0.02908 +2026-02-13 00:51:34 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_phoenix_t0_s0 [train] +total_reward:3867.20 total_reward_ma:1900.99 loss:-6.975 fps:96.8 +frame:5.80e+05 wall_t:5992 t:36250 epi:nan +opt_step:108564 lr:0.0003 alpha:0.03005 +2026-02-13 00:53:17 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_phoenix_t0_s0 [train] +total_reward:3782.00 total_reward_ma:1932.88 loss:-7.28 fps:96.8 +frame:5.90e+05 wall_t:6095 t:36875 epi:nan +opt_step:110439 lr:0.0003 alpha:0.03123 +2026-02-13 00:54:58 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_phoenix_t0_s0 [train] +total_reward:3894.10 total_reward_ma:1965.56 loss:-7.486 fps:96.82 +frame:6.00e+05 wall_t:6197 t:37500 epi:nan +opt_step:112314 lr:0.0003 alpha:0.03185 +2026-02-13 00:56:41 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_phoenix_t0_s0 [train] +total_reward:3888.80 total_reward_ma:1997.09 loss:-7.555 fps:96.84 +frame:6.10e+05 wall_t:6299 t:38125 epi:nan +opt_step:114189 lr:0.0003 alpha:0.03237 +2026-02-13 00:58:23 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_phoenix_t0_s0 [train] +total_reward:3886.90 total_reward_ma:2027.57 loss:-7.785 fps:96.84 +frame:6.20e+05 wall_t:6402 t:38750 epi:nan +opt_step:116064 lr:0.0003 alpha:0.03389 +2026-02-13 01:00:06 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_phoenix_t0_s0 [train] +total_reward:3859.20 total_reward_ma:2056.65 loss:-8.024 fps:96.86 +frame:6.30e+05 wall_t:6504 t:39375 epi:nan +opt_step:117939 lr:0.0003 alpha:0.03465 +2026-02-13 01:01:49 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_phoenix_t0_s0 [train] +total_reward:3879.20 total_reward_ma:2085.12 loss:-8.261 fps:96.87 +frame:6.40e+05 wall_t:6607 t:40000 epi:nan +opt_step:119814 lr:0.0003 alpha:0.03597 +2026-02-13 01:03:32 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_phoenix_t0_s0 [train] +total_reward:3974.40 total_reward_ma:2114.19 loss:-8.576 fps:96.87 +frame:6.50e+05 wall_t:6710 t:40625 epi:nan +opt_step:121689 lr:0.0003 alpha:0.03769 +2026-02-13 01:05:14 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_phoenix_t0_s0 [train] +total_reward:3941.50 total_reward_ma:2141.88 loss:-8.746 fps:96.89 +frame:6.60e+05 wall_t:6812 t:41250 epi:nan +opt_step:123564 lr:0.0003 alpha:0.03821 +2026-02-13 01:06:57 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_phoenix_t0_s0 [train] +total_reward:3845.40 total_reward_ma:2167.30 loss:-9.054 fps:96.89 +frame:6.70e+05 wall_t:6915 t:41875 epi:nan +opt_step:125439 lr:0.0003 alpha:0.03914 +2026-02-13 01:08:39 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_phoenix_t0_s0 [train] +total_reward:3726.20 total_reward_ma:2190.23 loss:-9.297 fps:96.91 +frame:6.80e+05 wall_t:7017 t:42500 epi:nan +opt_step:127314 lr:0.0003 alpha:0.03994 +2026-02-13 01:10:22 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_phoenix_t0_s0 [train] +total_reward:3709.30 total_reward_ma:2212.24 loss:-9.27 fps:96.9 +frame:6.90e+05 wall_t:7121 t:43125 epi:nan +opt_step:129189 lr:0.0003 alpha:0.04027 +2026-02-13 01:12:04 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_phoenix_t0_s0 [train] +total_reward:3743.30 total_reward_ma:2234.11 loss:-9.332 fps:96.93 +frame:7.00e+05 wall_t:7222 t:43750 epi:nan +opt_step:131064 lr:0.0003 alpha:0.04029 +2026-02-13 01:13:47 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_phoenix_t0_s0 [train] +total_reward:3672.90 total_reward_ma:2254.38 loss:-9.498 fps:96.93 +frame:7.10e+05 wall_t:7325 t:44375 epi:nan +opt_step:132939 lr:0.0003 alpha:0.04029 +2026-02-13 01:15:29 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_phoenix_t0_s0 [train] +total_reward:3604.60 total_reward_ma:2273.13 loss:-9.536 fps:96.93 +frame:7.20e+05 wall_t:7428 t:45000 epi:nan +opt_step:134814 lr:0.0003 alpha:0.0399 +2026-02-13 01:17:11 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_phoenix_t0_s0 [train] +total_reward:3614.60 total_reward_ma:2291.51 loss:-9.722 fps:96.96 +frame:7.30e+05 wall_t:7529 t:45625 epi:nan +opt_step:136689 lr:0.0003 alpha:0.04008 +2026-02-13 01:18:54 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_phoenix_t0_s0 [train] +total_reward:3619.40 total_reward_ma:2309.45 loss:-9.885 fps:96.96 +frame:7.40e+05 wall_t:7632 t:46250 epi:nan +opt_step:138564 lr:0.0003 alpha:0.03879 +2026-02-13 01:20:37 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_phoenix_t0_s0 [train] +total_reward:3685.20 total_reward_ma:2327.80 loss:-9.84 fps:96.95 +frame:7.50e+05 wall_t:7736 t:46875 epi:nan +opt_step:140439 lr:0.0003 alpha:0.03834 +2026-02-13 01:22:19 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_phoenix_t0_s0 [train] +total_reward:3728.40 total_reward_ma:2346.22 loss:-9.979 fps:96.96 +frame:7.60e+05 wall_t:7838 t:47500 epi:nan +opt_step:142314 lr:0.0003 alpha:0.03731 +2026-02-13 01:24:02 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_phoenix_t0_s0 [train] +total_reward:3738.30 total_reward_ma:2364.30 loss:-10.04 fps:96.98 +frame:7.70e+05 wall_t:7940 t:48125 epi:nan +opt_step:144189 lr:0.0003 alpha:0.03659 +2026-02-13 01:25:44 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_phoenix_t0_s0 [train] +total_reward:3678.40 total_reward_ma:2381.15 loss:-9.965 fps:96.98 +frame:7.80e+05 wall_t:8043 t:48750 epi:nan +opt_step:146064 lr:0.0003 alpha:0.03536 +2026-02-13 01:27:27 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_phoenix_t0_s0 [train] +total_reward:3639.30 total_reward_ma:2397.08 loss:-9.834 fps:96.99 +frame:7.90e+05 wall_t:8145 t:49375 epi:nan +opt_step:147939 lr:0.0003 alpha:0.03517 +2026-02-13 01:29:09 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_phoenix_t0_s0 [train] +total_reward:3660.70 total_reward_ma:2412.87 loss:-9.749 fps:96.99 +frame:8.00e+05 wall_t:8248 t:50000 epi:nan +opt_step:149814 lr:0.0003 alpha:0.03511 +2026-02-13 01:30:52 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_phoenix_t0_s0 [train] +total_reward:3682.20 total_reward_ma:2428.54 loss:-9.978 fps:96.99 +frame:8.10e+05 wall_t:8351 t:50625 epi:nan +opt_step:151689 lr:0.0003 alpha:0.0347 +2026-02-13 01:32:35 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_phoenix_t0_s0 [train] +total_reward:3757.90 total_reward_ma:2444.75 loss:-10.05 fps:97.01 +frame:8.20e+05 wall_t:8453 t:51250 epi:nan +opt_step:153564 lr:0.0003 alpha:0.03522 +2026-02-13 01:34:18 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_phoenix_t0_s0 [train] +total_reward:3776.50 total_reward_ma:2460.80 loss:-9.869 fps:97.01 +frame:8.30e+05 wall_t:8556 t:51875 epi:nan +opt_step:155439 lr:0.0003 alpha:0.03487 +2026-02-13 01:36:00 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_phoenix_t0_s0 [train] +total_reward:3801.80 total_reward_ma:2476.76 loss:-9.923 fps:97.02 +frame:8.40e+05 wall_t:8658 t:52500 epi:nan +opt_step:157314 lr:0.0003 alpha:0.03401 +2026-02-13 01:37:43 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_phoenix_t0_s0 [train] +total_reward:3782.30 total_reward_ma:2492.12 loss:-9.678 fps:97.02 +frame:8.50e+05 wall_t:8761 t:53125 epi:nan +opt_step:159189 lr:0.0003 alpha:0.03352 +2026-02-13 01:39:26 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_phoenix_t0_s0 [train] +total_reward:3823.10 total_reward_ma:2507.60 loss:-9.43 fps:97.02 +frame:8.60e+05 wall_t:8864 t:53750 epi:nan +opt_step:161064 lr:0.0003 alpha:0.03296 +2026-02-13 01:41:09 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_phoenix_t0_s0 [train] +total_reward:3869.40 total_reward_ma:2523.25 loss:-9.495 fps:97.02 +frame:8.70e+05 wall_t:8967 t:54375 epi:nan +opt_step:162939 lr:0.0003 alpha:0.0328 +2026-02-13 01:42:51 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_phoenix_t0_s0 [train] +total_reward:3877.60 total_reward_ma:2538.64 loss:-9.447 fps:97.03 +frame:8.80e+05 wall_t:9069 t:55000 epi:nan +opt_step:164814 lr:0.0003 alpha:0.03181 +2026-02-13 01:44:34 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_phoenix_t0_s0 [train] +total_reward:3836.30 total_reward_ma:2553.22 loss:-9.393 fps:97.03 +frame:8.90e+05 wall_t:9172 t:55625 epi:nan +opt_step:166689 lr:0.0003 alpha:0.03117 +2026-02-13 01:46:17 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_phoenix_t0_s0 [train] +total_reward:3727.80 total_reward_ma:2566.27 loss:-9.245 fps:97.04 +frame:9.00e+05 wall_t:9275 t:56250 epi:nan +opt_step:168564 lr:0.0003 alpha:0.03085 +2026-02-13 01:48:00 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_phoenix_t0_s0 [train] +total_reward:3681.30 total_reward_ma:2578.53 loss:-9.275 fps:97.04 +frame:9.10e+05 wall_t:9378 t:56875 epi:nan +opt_step:170439 lr:0.0003 alpha:0.03031 +2026-02-13 01:49:43 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_phoenix_t0_s0 [train] +total_reward:3559.30 total_reward_ma:2589.19 loss:-9.278 fps:97.04 +frame:9.20e+05 wall_t:9481 t:57500 epi:nan +opt_step:172314 lr:0.0003 alpha:0.03012 +2026-02-13 01:51:25 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_phoenix_t0_s0 [train] +total_reward:3480.70 total_reward_ma:2598.77 loss:-8.945 fps:97.05 +frame:9.30e+05 wall_t:9583 t:58125 epi:nan +opt_step:174189 lr:0.0003 alpha:0.029 +2026-02-13 01:53:07 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_phoenix_t0_s0 [train] +total_reward:3503.50 total_reward_ma:2608.40 loss:-8.899 fps:97.06 +frame:9.40e+05 wall_t:9685 t:58750 epi:nan +opt_step:176064 lr:0.0003 alpha:0.02847 +2026-02-13 01:54:50 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_phoenix_t0_s0 [train] +total_reward:3485.60 total_reward_ma:2617.63 loss:-8.865 fps:97.06 +frame:9.50e+05 wall_t:9788 t:59375 epi:nan +opt_step:177939 lr:0.0003 alpha:0.02793 +2026-02-13 01:56:33 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_phoenix_t0_s0 [train] +total_reward:3466.60 total_reward_ma:2626.48 loss:-8.772 fps:97.06 +frame:9.60e+05 wall_t:9891 t:60000 epi:nan +opt_step:179814 lr:0.0003 alpha:0.02836 +2026-02-13 01:58:15 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_phoenix_t0_s0 [train] +total_reward:3449.10 total_reward_ma:2634.96 loss:-8.597 fps:97.06 +frame:9.70e+05 wall_t:9994 t:60625 epi:nan +opt_step:181689 lr:0.0003 alpha:0.02728 +2026-02-13 01:59:58 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_phoenix_t0_s0 [train] +total_reward:3393.00 total_reward_ma:2642.69 loss:-8.625 fps:97.07 +frame:9.80e+05 wall_t:10096 t:61250 epi:nan +opt_step:183564 lr:0.0003 alpha:0.0261 +2026-02-13 02:01:41 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_phoenix_t0_s0 [train] +total_reward:3389.50 total_reward_ma:2650.24 loss:-8.194 fps:97.07 +frame:9.90e+05 wall_t:10199 t:61875 epi:nan +opt_step:185439 lr:0.0003 alpha:0.02501 +2026-02-13 02:03:23 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_phoenix_t0_s0 [train] +total_reward:3405.70 total_reward_ma:2657.79 loss:-7.955 fps:97.08 +frame:1.00e+06 wall_t:10301 t:62500 epi:nan +opt_step:187314 lr:0.0003 alpha:0.0234 +2026-02-13 02:05:05 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_phoenix_t0_s0 [train] +total_reward:3323.80 total_reward_ma:2688.31 loss:-8.299 fps:97.09 +frame:1.01e+06 wall_t:10403 t:63125 epi:nan +opt_step:189189 lr:0.0003 alpha:0.02186 +2026-02-13 02:06:47 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_phoenix_t0_s0 [train] +total_reward:3331.00 total_reward_ma:2717.57 loss:-7.659 fps:97.1 +frame:1.02e+06 wall_t:10505 t:63750 epi:nan +opt_step:191064 lr:0.0003 alpha:0.01998 +2026-02-13 02:08:29 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_phoenix_t0_s0 [train] +total_reward:3412.90 total_reward_ma:2745.37 loss:-7.428 fps:97.1 +frame:1.03e+06 wall_t:10608 t:64375 epi:nan +opt_step:192939 lr:0.0003 alpha:0.01865 +2026-02-13 02:10:12 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_phoenix_t0_s0 [train] +total_reward:3385.00 total_reward_ma:2772.27 loss:-7.442 fps:97.11 +frame:1.04e+06 wall_t:10710 t:65000 epi:nan +opt_step:194814 lr:0.0003 alpha:0.01728 +2026-02-13 02:11:54 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_phoenix_t0_s0 [train] +total_reward:3378.10 total_reward_ma:2799.24 loss:-7.123 fps:97.11 +frame:1.05e+06 wall_t:10812 t:65625 epi:nan +opt_step:196689 lr:0.0003 alpha:0.01667 +2026-02-13 02:13:37 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_phoenix_t0_s0 [train] +total_reward:3326.10 total_reward_ma:2825.98 loss:-7.183 fps:97.11 +frame:1.06e+06 wall_t:10915 t:66250 epi:nan +opt_step:198564 lr:0.0003 alpha:0.01577 +2026-02-13 02:15:21 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_phoenix_t0_s0 [train] +total_reward:3349.30 total_reward_ma:2852.64 loss:-6.965 fps:97.11 +frame:1.07e+06 wall_t:11019 t:66875 epi:nan +opt_step:200439 lr:0.0003 alpha:0.01498 +2026-02-13 02:17:03 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_phoenix_t0_s0 [train] +total_reward:3355.60 total_reward_ma:2879.20 loss:-6.862 fps:97.11 +frame:1.08e+06 wall_t:11121 t:67500 epi:nan +opt_step:202314 lr:0.0003 alpha:0.01453 +2026-02-13 02:18:46 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_phoenix_t0_s0 [train] +total_reward:3373.20 total_reward_ma:2905.92 loss:-6.718 fps:97.11 +frame:1.09e+06 wall_t:11224 t:68125 epi:nan +opt_step:204189 lr:0.0003 alpha:0.01415 +2026-02-13 02:20:28 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_phoenix_t0_s0 [train] +total_reward:3359.10 total_reward_ma:2932.73 loss:-6.256 fps:97.12 +frame:1.10e+06 wall_t:11326 t:68750 epi:nan +opt_step:206064 lr:0.0003 alpha:0.0142 +2026-02-13 02:22:11 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_phoenix_t0_s0 [train] +total_reward:3377.70 total_reward_ma:2959.94 loss:-6.249 fps:97.12 +frame:1.11e+06 wall_t:11429 t:69375 epi:nan +opt_step:207939 lr:0.0003 alpha:0.01369 +2026-02-13 02:23:53 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_phoenix_t0_s0 [train] +total_reward:3374.50 total_reward_ma:2987.22 loss:-5.959 fps:97.13 +frame:1.12e+06 wall_t:11531 t:70000 epi:nan +opt_step:209814 lr:0.0003 alpha:0.01343 +2026-02-13 02:25:35 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_phoenix_t0_s0 [train] +total_reward:3393.10 total_reward_ma:3014.91 loss:-6.133 fps:97.14 +frame:1.13e+06 wall_t:11633 t:70625 epi:nan +opt_step:211689 lr:0.0003 alpha:0.01343 +2026-02-13 02:27:18 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_phoenix_t0_s0 [train] +total_reward:3458.60 total_reward_ma:3043.38 loss:-6.06 fps:97.14 +frame:1.14e+06 wall_t:11736 t:71250 epi:nan +opt_step:213564 lr:0.0003 alpha:0.01327 +2026-02-13 02:29:01 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_phoenix_t0_s0 [train] +total_reward:3481.60 total_reward_ma:3072.05 loss:-5.656 fps:97.14 +frame:1.15e+06 wall_t:11839 t:71875 epi:nan +opt_step:215439 lr:0.0003 alpha:0.01347 +2026-02-13 02:30:44 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_phoenix_t0_s0 [train] +total_reward:3540.30 total_reward_ma:3101.39 loss:-5.91 fps:97.14 +frame:1.16e+06 wall_t:11942 t:72500 epi:nan +opt_step:217314 lr:0.0003 alpha:0.01448 +2026-02-13 02:32:26 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_phoenix_t0_s0 [train] +total_reward:3552.60 total_reward_ma:3131.25 loss:-5.567 fps:97.14 +frame:1.17e+06 wall_t:12045 t:73125 epi:nan +opt_step:219189 lr:0.0003 alpha:0.01558 +2026-02-13 02:34:09 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_phoenix_t0_s0 [train] +total_reward:3533.20 total_reward_ma:3161.17 loss:-5.816 fps:97.14 +frame:1.18e+06 wall_t:12147 t:73750 epi:nan +opt_step:221064 lr:0.0003 alpha:0.01717 +2026-02-13 02:35:52 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_phoenix_t0_s0 [train] +total_reward:3576.80 total_reward_ma:3191.27 loss:-5.83 fps:97.14 +frame:1.19e+06 wall_t:12250 t:74375 epi:nan +opt_step:222939 lr:0.0003 alpha:0.01853 +2026-02-13 02:37:34 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_phoenix_t0_s0 [train] +total_reward:3618.00 total_reward_ma:3221.44 loss:-5.521 fps:97.15 +frame:1.20e+06 wall_t:12352 t:75000 epi:nan +opt_step:224814 lr:0.0003 alpha:0.01846 +2026-02-13 02:39:17 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_phoenix_t0_s0 [train] +total_reward:3622.00 total_reward_ma:3251.33 loss:-5.935 fps:97.15 +frame:1.21e+06 wall_t:12455 t:75625 epi:nan +opt_step:226689 lr:0.0003 alpha:0.01882 +2026-02-13 02:41:00 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_phoenix_t0_s0 [train] +total_reward:3665.80 total_reward_ma:3280.94 loss:-5.823 fps:97.15 +frame:1.22e+06 wall_t:12558 t:76250 epi:nan +opt_step:228564 lr:0.0003 alpha:0.01939 +2026-02-13 02:42:42 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_phoenix_t0_s0 [train] +total_reward:3652.60 total_reward_ma:3309.61 loss:-6.027 fps:97.16 +frame:1.23e+06 wall_t:12660 t:76875 epi:nan +opt_step:230439 lr:0.0003 alpha:0.02045 +2026-02-13 02:44:25 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_phoenix_t0_s0 [train] +total_reward:3661.90 total_reward_ma:3337.98 loss:-5.932 fps:97.16 +frame:1.24e+06 wall_t:12763 t:77500 epi:nan +opt_step:232314 lr:0.0003 alpha:0.02116 +2026-02-13 02:46:07 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_phoenix_t0_s0 [train] +total_reward:3711.10 total_reward_ma:3365.46 loss:-6.024 fps:97.16 +frame:1.25e+06 wall_t:12865 t:78125 epi:nan +opt_step:234189 lr:0.0003 alpha:0.02079 +2026-02-13 02:47:50 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_phoenix_t0_s0 [train] +total_reward:3751.30 total_reward_ma:3392.60 loss:-5.951 fps:97.16 +frame:1.26e+06 wall_t:12968 t:78750 epi:nan +opt_step:236064 lr:0.0003 alpha:0.0207 +2026-02-13 02:49:33 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_phoenix_t0_s0 [train] +total_reward:3794.20 total_reward_ma:3417.76 loss:-5.995 fps:97.16 +frame:1.27e+06 wall_t:13071 t:79375 epi:nan +opt_step:237939 lr:0.0003 alpha:0.02063 +2026-02-13 02:51:16 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_phoenix_t0_s0 [train] +total_reward:3796.00 total_reward_ma:3442.04 loss:-5.958 fps:97.16 +frame:1.28e+06 wall_t:13174 t:80000 epi:nan +opt_step:239814 lr:0.0003 alpha:0.02123 +2026-02-13 02:52:59 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_phoenix_t0_s0 [train] +total_reward:3781.70 total_reward_ma:3464.22 loss:-6.213 fps:97.16 +frame:1.29e+06 wall_t:13277 t:80625 epi:nan +opt_step:241689 lr:0.0003 alpha:0.02143 +2026-02-13 02:54:42 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_phoenix_t0_s0 [train] +total_reward:3776.30 total_reward_ma:3485.11 loss:-6.074 fps:97.16 +frame:1.30e+06 wall_t:13380 t:81250 epi:nan +opt_step:243564 lr:0.0003 alpha:0.0203 +2026-02-13 02:56:24 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_phoenix_t0_s0 [train] +total_reward:3741.80 total_reward_ma:3505.18 loss:-6.067 fps:97.17 +frame:1.31e+06 wall_t:13482 t:81875 epi:nan +opt_step:245439 lr:0.0003 alpha:0.0195 +2026-02-13 02:58:07 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_phoenix_t0_s0 [train] +total_reward:3733.00 total_reward_ma:3523.48 loss:-5.844 fps:97.17 +frame:1.32e+06 wall_t:13585 t:82500 epi:nan +opt_step:247314 lr:0.0003 alpha:0.01934 +2026-02-13 02:59:50 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_phoenix_t0_s0 [train] +total_reward:3775.70 total_reward_ma:3539.74 loss:-6.118 fps:97.17 +frame:1.33e+06 wall_t:13688 t:83125 epi:nan +opt_step:249189 lr:0.0003 alpha:0.01922 +2026-02-13 03:01:33 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_phoenix_t0_s0 [train] +total_reward:3784.70 total_reward_ma:3555.71 loss:-6.279 fps:97.16 +frame:1.34e+06 wall_t:13791 t:83750 epi:nan +opt_step:251064 lr:0.0003 alpha:0.01808 +2026-02-13 03:03:15 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_phoenix_t0_s0 [train] +total_reward:3790.00 total_reward_ma:3570.79 loss:-6.154 fps:97.17 +frame:1.35e+06 wall_t:13893 t:84375 epi:nan +opt_step:252939 lr:0.0003 alpha:0.0162 +2026-02-13 03:04:58 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_phoenix_t0_s0 [train] +total_reward:3781.30 total_reward_ma:3585.80 loss:-5.707 fps:97.17 +frame:1.36e+06 wall_t:13996 t:85000 epi:nan +opt_step:254814 lr:0.0003 alpha:0.01374 +2026-02-13 03:06:40 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_phoenix_t0_s0 [train] +total_reward:3785.20 total_reward_ma:3600.84 loss:-5.652 fps:97.18 +frame:1.37e+06 wall_t:14098 t:85625 epi:nan +opt_step:256689 lr:0.0003 alpha:0.01101 +2026-02-13 03:08:22 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_phoenix_t0_s0 [train] +total_reward:3801.40 total_reward_ma:3614.87 loss:-5.432 fps:97.18 +frame:1.38e+06 wall_t:14201 t:86250 epi:nan +opt_step:258564 lr:0.0003 alpha:0.008486 +2026-02-13 03:10:05 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_phoenix_t0_s0 [train] +total_reward:3800.00 total_reward_ma:3627.54 loss:-5.214 fps:97.18 +frame:1.39e+06 wall_t:14303 t:86875 epi:nan +opt_step:260439 lr:0.0003 alpha:0.006738 +2026-02-13 03:11:48 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_phoenix_t0_s0 [train] +total_reward:3787.40 total_reward_ma:3638.97 loss:-4.952 fps:97.18 +frame:1.40e+06 wall_t:14406 t:87500 epi:nan +opt_step:262314 lr:0.0003 alpha:0.006738 +2026-02-13 03:13:31 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_phoenix_t0_s0 [train] +total_reward:3768.30 total_reward_ma:3649.20 loss:-4.734 fps:97.18 +frame:1.41e+06 wall_t:14509 t:88125 epi:nan +opt_step:264189 lr:0.0003 alpha:0.006738 +2026-02-13 03:15:13 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_phoenix_t0_s0 [train] +total_reward:3793.80 total_reward_ma:3657.32 loss:-4.787 fps:97.19 +frame:1.42e+06 wall_t:14611 t:88750 epi:nan +opt_step:266064 lr:0.0003 alpha:0.006738 +2026-02-13 03:16:55 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_phoenix_t0_s0 [train] +total_reward:3757.20 total_reward_ma:3664.74 loss:-4.407 fps:97.19 +frame:1.43e+06 wall_t:14713 t:89375 epi:nan +opt_step:267939 lr:0.0003 alpha:0.006738 +2026-02-13 03:18:37 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_phoenix_t0_s0 [train] +total_reward:3727.60 total_reward_ma:3670.93 loss:-4.157 fps:97.2 +frame:1.44e+06 wall_t:14815 t:90000 epi:nan +opt_step:269814 lr:0.0003 alpha:0.006738 +2026-02-13 03:20:20 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_phoenix_t0_s0 [train] +total_reward:3673.40 total_reward_ma:3676.16 loss:-3.711 fps:97.19 +frame:1.45e+06 wall_t:14919 t:90625 epi:nan +opt_step:271689 lr:0.0003 alpha:0.006738 +2026-02-13 03:22:05 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_phoenix_t0_s0 [train] +total_reward:3634.60 total_reward_ma:3679.60 loss:-4.034 fps:97.18 +frame:1.46e+06 wall_t:15023 t:91250 epi:nan +opt_step:273564 lr:0.0003 alpha:0.006738 +2026-02-13 03:23:50 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_phoenix_t0_s0 [train] +total_reward:3643.00 total_reward_ma:3682.72 loss:-3.635 fps:97.17 +frame:1.47e+06 wall_t:15128 t:91875 epi:nan +opt_step:275439 lr:0.0003 alpha:0.006738 +2026-02-13 03:25:34 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_phoenix_t0_s0 [train] +total_reward:3643.00 total_reward_ma:3683.32 loss:-3.353 fps:97.16 +frame:1.48e+06 wall_t:15232 t:92500 epi:nan +opt_step:277314 lr:0.0003 alpha:0.006738 +2026-02-13 03:27:19 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_phoenix_t0_s0 [train] +total_reward:3621.30 total_reward_ma:3681.54 loss:-3.239 fps:97.15 +frame:1.49e+06 wall_t:15337 t:93125 epi:nan +opt_step:279189 lr:0.0003 alpha:0.006738 +2026-02-13 03:29:03 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_phoenix_t0_s0 [train] +total_reward:3621.30 total_reward_ma:3679.66 loss:-3.028 fps:97.14 +frame:1.50e+06 wall_t:15441 t:93750 epi:nan +opt_step:281064 lr:0.0003 alpha:0.006738 +2026-02-13 03:30:47 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_phoenix_t0_s0 [train] +total_reward:3582.20 total_reward_ma:3676.63 loss:-3.102 fps:97.14 +frame:1.51e+06 wall_t:15545 t:94375 epi:nan +opt_step:282939 lr:0.0003 alpha:0.006738 +2026-02-13 03:32:31 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_phoenix_t0_s0 [train] +total_reward:3596.80 total_reward_ma:3673.14 loss:-2.918 fps:97.13 +frame:1.52e+06 wall_t:15649 t:95000 epi:nan +opt_step:284814 lr:0.0003 alpha:0.006738 +2026-02-13 03:34:15 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_phoenix_t0_s0 [train] +total_reward:3588.90 total_reward_ma:3668.81 loss:-3.133 fps:97.12 +frame:1.53e+06 wall_t:15753 t:95625 epi:nan +opt_step:286689 lr:0.0003 alpha:0.006738 +2026-02-13 03:35:59 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_phoenix_t0_s0 [train] +total_reward:3639.80 total_reward_ma:3664.08 loss:-2.887 fps:97.12 +frame:1.54e+06 wall_t:15857 t:96250 epi:nan +opt_step:288564 lr:0.0003 alpha:0.006738 +2026-02-13 03:37:43 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_phoenix_t0_s0 [train] +total_reward:3627.40 total_reward_ma:3658.56 loss:-3.015 fps:97.11 +frame:1.55e+06 wall_t:15961 t:96875 epi:nan +opt_step:290439 lr:0.0003 alpha:0.006738 +2026-02-13 03:39:28 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_phoenix_t0_s0 [train] +total_reward:3583.70 total_reward_ma:3653.75 loss:-2.854 fps:97.1 +frame:1.56e+06 wall_t:16066 t:97500 epi:nan +opt_step:292314 lr:0.0003 alpha:0.006738 +2026-02-13 03:41:12 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_phoenix_t0_s0 [train] +total_reward:3580.10 total_reward_ma:3649.65 loss:-2.888 fps:97.09 +frame:1.57e+06 wall_t:16170 t:98125 epi:nan +opt_step:294189 lr:0.0003 alpha:0.006738 +2026-02-13 03:42:56 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_phoenix_t0_s0 [train] +total_reward:3564.80 total_reward_ma:3646.62 loss:-2.98 fps:97.09 +frame:1.58e+06 wall_t:16274 t:98750 epi:nan +opt_step:296064 lr:0.0003 alpha:0.006738 +2026-02-13 03:44:39 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_phoenix_t0_s0 [train] +total_reward:3568.90 total_reward_ma:3644.49 loss:-2.828 fps:97.09 +frame:1.59e+06 wall_t:16377 t:99375 epi:nan +opt_step:297939 lr:0.0003 alpha:0.006738 +2026-02-13 03:46:23 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_phoenix_t0_s0 [train] +total_reward:3627.10 total_reward_ma:3641.82 loss:-2.851 fps:97.08 +frame:1.60e+06 wall_t:16481 t:100000 epi:nan +opt_step:299814 lr:0.0003 alpha:0.006738 +2026-02-13 03:48:06 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_phoenix_t0_s0 [train] +total_reward:3612.40 total_reward_ma:3639.06 loss:-2.815 fps:97.08 +frame:1.61e+06 wall_t:16585 t:100625 epi:nan +opt_step:301689 lr:0.0003 alpha:0.006738 +2026-02-13 03:49:50 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_phoenix_t0_s0 [train] +total_reward:3684.60 total_reward_ma:3637.04 loss:-2.816 fps:97.08 +frame:1.62e+06 wall_t:16688 t:101250 epi:nan +opt_step:303564 lr:0.0003 alpha:0.006738 +2026-02-13 03:51:34 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_phoenix_t0_s0 [train] +total_reward:3707.30 total_reward_ma:3635.52 loss:-2.8 fps:97.07 +frame:1.63e+06 wall_t:16792 t:101875 epi:nan +opt_step:305439 lr:0.0003 alpha:0.006738 +2026-02-13 03:53:17 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_phoenix_t0_s0 [train] +total_reward:3665.10 total_reward_ma:3633.38 loss:-3.164 fps:97.06 +frame:1.64e+06 wall_t:16896 t:102500 epi:nan +opt_step:307314 lr:0.0003 alpha:0.006738 +2026-02-13 03:55:02 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_phoenix_t0_s0 [train] +total_reward:3634.50 total_reward_ma:3629.98 loss:-2.832 fps:97.06 +frame:1.65e+06 wall_t:17000 t:103125 epi:nan +opt_step:309189 lr:0.0003 alpha:0.006738 +2026-02-13 03:56:46 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_phoenix_t0_s0 [train] +total_reward:3628.60 total_reward_ma:3626.85 loss:-3.031 fps:97.05 +frame:1.66e+06 wall_t:17104 t:103750 epi:nan +opt_step:311064 lr:0.0003 alpha:0.006738 +2026-02-13 03:58:30 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_phoenix_t0_s0 [train] +total_reward:3603.70 total_reward_ma:3624.43 loss:-3.075 fps:97.05 +frame:1.67e+06 wall_t:17208 t:104375 epi:nan +opt_step:312939 lr:0.0003 alpha:0.006738 +2026-02-13 04:00:13 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_phoenix_t0_s0 [train] +total_reward:3607.80 total_reward_ma:3623.25 loss:-3.238 fps:97.04 +frame:1.68e+06 wall_t:17312 t:105000 epi:nan +opt_step:314814 lr:0.0003 alpha:0.006738 +2026-02-13 04:01:58 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_phoenix_t0_s0 [train] +total_reward:3601.00 total_reward_ma:3622.16 loss:-3.288 fps:97.04 +frame:1.69e+06 wall_t:17416 t:105625 epi:nan +opt_step:316689 lr:0.0003 alpha:0.006738 +2026-02-13 04:03:43 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_phoenix_t0_s0 [train] +total_reward:3603.80 total_reward_ma:3620.77 loss:-3.098 fps:97.03 +frame:1.70e+06 wall_t:17521 t:106250 epi:nan +opt_step:318564 lr:0.0003 alpha:0.006738 +2026-02-13 04:05:27 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_phoenix_t0_s0 [train] +total_reward:3611.80 total_reward_ma:3620.16 loss:-3.022 fps:97.02 +frame:1.71e+06 wall_t:17625 t:106875 epi:nan +opt_step:320439 lr:0.0003 alpha:0.006738 +2026-02-13 04:07:11 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_phoenix_t0_s0 [train] +total_reward:3511.80 total_reward_ma:3619.23 loss:-3.248 fps:97.02 +frame:1.72e+06 wall_t:17729 t:107500 epi:nan +opt_step:322314 lr:0.0003 alpha:0.006738 +2026-02-13 04:08:54 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_phoenix_t0_s0 [train] +total_reward:3486.50 total_reward_ma:3617.95 loss:-3.746 fps:97.02 +frame:1.73e+06 wall_t:17832 t:108125 epi:nan +opt_step:324189 lr:0.0003 alpha:0.007199 +2026-02-13 04:10:38 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_phoenix_t0_s0 [train] +total_reward:3521.30 total_reward_ma:3616.97 loss:-3.721 fps:97.01 +frame:1.74e+06 wall_t:17936 t:108750 epi:nan +opt_step:326064 lr:0.0003 alpha:0.01081 +2026-02-13 04:12:23 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_phoenix_t0_s0 [train] +total_reward:3638.60 total_reward_ma:3616.50 loss:-3.654 fps:97 +frame:1.75e+06 wall_t:18041 t:109375 epi:nan +opt_step:327939 lr:0.0003 alpha:0.01727 +2026-02-13 04:14:08 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_phoenix_t0_s0 [train] +total_reward:3708.60 total_reward_ma:3616.30 loss:-3.832 fps:96.99 +frame:1.76e+06 wall_t:18146 t:110000 epi:nan +opt_step:329814 lr:0.0003 alpha:0.01829 +2026-02-13 04:15:52 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_phoenix_t0_s0 [train] +total_reward:3824.20 total_reward_ma:3617.16 loss:-4.496 fps:96.99 +frame:1.77e+06 wall_t:18250 t:110625 epi:nan +opt_step:331689 lr:0.0003 alpha:0.01732 +2026-02-13 04:17:36 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_phoenix_t0_s0 [train] +total_reward:3873.50 total_reward_ma:3619.11 loss:-4.182 fps:96.98 +frame:1.78e+06 wall_t:18354 t:111250 epi:nan +opt_step:333564 lr:0.0003 alpha:0.01904 +2026-02-13 04:19:20 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_phoenix_t0_s0 [train] +total_reward:3962.10 total_reward_ma:3622.34 loss:-4.459 fps:96.98 +frame:1.79e+06 wall_t:18458 t:111875 epi:nan +opt_step:335439 lr:0.0003 alpha:0.02132 +2026-02-13 04:21:04 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_phoenix_t0_s0 [train] +total_reward:3965.20 total_reward_ma:3625.39 loss:-4.706 fps:96.97 +frame:1.80e+06 wall_t:18562 t:112500 epi:nan +opt_step:337314 lr:0.0003 alpha:0.02259 +2026-02-13 04:22:48 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_phoenix_t0_s0 [train] +total_reward:3912.00 total_reward_ma:3627.68 loss:-5.035 fps:96.97 +frame:1.81e+06 wall_t:18666 t:113125 epi:nan +opt_step:339189 lr:0.0003 alpha:0.02352 +2026-02-13 04:24:31 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_phoenix_t0_s0 [train] +total_reward:3984.40 total_reward_ma:3629.95 loss:-5.092 fps:96.97 +frame:1.82e+06 wall_t:18769 t:113750 epi:nan +opt_step:341064 lr:0.0003 alpha:0.02459 +2026-02-13 04:26:14 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_phoenix_t0_s0 [train] +total_reward:4065.10 total_reward_ma:3632.84 loss:-5.419 fps:96.96 +frame:1.83e+06 wall_t:18873 t:114375 epi:nan +opt_step:342939 lr:0.0003 alpha:0.02472 +2026-02-13 04:27:57 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_phoenix_t0_s0 [train] +total_reward:4067.70 total_reward_ma:3635.50 loss:-5.542 fps:96.97 +frame:1.84e+06 wall_t:18975 t:115000 epi:nan +opt_step:344814 lr:0.0003 alpha:0.02536 +2026-02-13 04:29:39 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_phoenix_t0_s0 [train] +total_reward:4064.90 total_reward_ma:3638.32 loss:-5.766 fps:96.97 +frame:1.85e+06 wall_t:19078 t:115625 epi:nan +opt_step:346689 lr:0.0003 alpha:0.02661 +2026-02-13 04:31:22 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_phoenix_t0_s0 [train] +total_reward:4125.50 total_reward_ma:3641.34 loss:-6.029 fps:96.97 +frame:1.86e+06 wall_t:19181 t:116250 epi:nan +opt_step:348564 lr:0.0003 alpha:0.02739 +2026-02-13 04:33:07 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_phoenix_t0_s0 [train] +total_reward:4080.30 total_reward_ma:3643.45 loss:-6.02 fps:96.97 +frame:1.87e+06 wall_t:19285 t:116875 epi:nan +opt_step:350439 lr:0.0003 alpha:0.02777 +2026-02-13 04:34:51 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_phoenix_t0_s0 [train] +total_reward:4058.30 total_reward_ma:3645.26 loss:-5.947 fps:96.96 +frame:1.88e+06 wall_t:19389 t:117500 epi:nan +opt_step:352314 lr:0.0003 alpha:0.02839 +2026-02-13 04:36:35 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_phoenix_t0_s0 [train] +total_reward:4107.30 total_reward_ma:3647.97 loss:-6.531 fps:96.95 +frame:1.89e+06 wall_t:19494 t:118125 epi:nan +opt_step:354189 lr:0.0003 alpha:0.02837 +2026-02-13 04:38:20 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_phoenix_t0_s0 [train] +total_reward:4169.30 total_reward_ma:3652.39 loss:-6.712 fps:96.95 +frame:1.90e+06 wall_t:19598 t:118750 epi:nan +opt_step:356064 lr:0.0003 alpha:0.02906 +2026-02-13 04:40:03 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_phoenix_t0_s0 [train] +total_reward:4225.90 total_reward_ma:3657.83 loss:-6.596 fps:96.95 +frame:1.91e+06 wall_t:19701 t:119375 epi:nan +opt_step:357939 lr:0.0003 alpha:0.02823 +2026-02-13 04:41:48 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_phoenix_t0_s0 [train] +total_reward:4221.70 total_reward_ma:3664.46 loss:-6.616 fps:96.94 +frame:1.92e+06 wall_t:19806 t:120000 epi:nan +opt_step:359814 lr:0.0003 alpha:0.02743 +2026-02-13 04:43:32 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_phoenix_t0_s0 [train] +total_reward:4265.80 total_reward_ma:3672.31 loss:-6.764 fps:96.94 +frame:1.93e+06 wall_t:19910 t:120625 epi:nan +opt_step:361689 lr:0.0003 alpha:0.02633 +2026-02-13 04:45:15 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_phoenix_t0_s0 [train] +total_reward:4262.30 total_reward_ma:3679.90 loss:-6.472 fps:96.93 +frame:1.94e+06 wall_t:20014 t:121250 epi:nan +opt_step:363564 lr:0.0003 alpha:0.02486 +2026-02-13 04:47:00 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_phoenix_t0_s0 [train] +total_reward:4253.50 total_reward_ma:3687.57 loss:-6.68 fps:96.93 +frame:1.95e+06 wall_t:20118 t:121875 epi:nan +opt_step:365439 lr:0.0003 alpha:0.02426 +2026-02-13 04:48:44 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_phoenix_t0_s0 [train] +total_reward:4248.50 total_reward_ma:3695.39 loss:-6.456 fps:96.92 +frame:1.96e+06 wall_t:20223 t:122500 epi:nan +opt_step:367314 lr:0.0003 alpha:0.02359 +2026-02-13 04:50:28 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_phoenix_t0_s0 [train] +total_reward:4209.40 total_reward_ma:3703.00 loss:-6.718 fps:96.92 +frame:1.97e+06 wall_t:20327 t:123125 epi:nan +opt_step:369189 lr:0.0003 alpha:0.02251 +2026-02-13 04:52:12 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_phoenix_t0_s0 [train] +total_reward:4224.20 total_reward_ma:3711.31 loss:-6.742 fps:96.91 +frame:1.98e+06 wall_t:20431 t:123750 epi:nan +opt_step:371064 lr:0.0003 alpha:0.02043 +2026-02-13 04:53:56 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_phoenix_t0_s0 [train] +total_reward:4217.50 total_reward_ma:3719.59 loss:-6.498 fps:96.91 +frame:1.99e+06 wall_t:20535 t:124375 epi:nan +opt_step:372939 lr:0.0003 alpha:0.01724 +2026-02-13 04:55:20 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_phoenix_t0_s0 [train] +total_reward:4196.40 total_reward_ma:3727.50 loss:-6.264 fps:97 +frame:2.00e+06 wall_t:20619 t:125000 epi:nan +opt_step:374814 lr:0.0003 alpha:0.01354 +2026-02-13 04:55:21 | INFO | PID:1406 | slm_lab.lib.logger:info | Session 0 done diff --git a/data/sac_atari_phoenix_2026_02_12_231134/log/sac_atari_phoenix_t0_s1.log b/data/sac_atari_phoenix_2026_02_12_231134/log/sac_atari_phoenix_t0_s1.log new file mode 100644 index 0000000000000000000000000000000000000000..01dc63a2980da0a4587a315e0acadc1c440b6f37 --- /dev/null +++ b/data/sac_atari_phoenix_2026_02_12_231134/log/sac_atari_phoenix_t0_s1.log @@ -0,0 +1,802 @@ +2026-02-12 23:11:39 | INFO | PID:1407 | slm_lab.env:_make_vector_env | AtariVectorEnv: 16 envs, native preprocessing +2026-02-12 23:14:05 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_phoenix_t0_s1 [train] +total_reward:416.00 total_reward_ma:416.00 loss:-13.56 fps:69.93 +frame:1.00e+04 wall_t:143 t:625 epi:nan +opt_step:1689 lr:0.0003 alpha:0.6321 +2026-02-12 23:15:53 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_phoenix_t0_s1 [train] +total_reward:600.00 total_reward_ma:508.00 loss:-20.27 fps:79.37 +frame:2.00e+04 wall_t:252 t:1250 epi:nan +opt_step:3564 lr:0.0003 alpha:0.4047 +2026-02-12 23:17:41 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_phoenix_t0_s1 [train] +total_reward:613.16 total_reward_ma:543.05 loss:-24.43 fps:83.57 +frame:3.00e+04 wall_t:359 t:1875 epi:nan +opt_step:5439 lr:0.0003 alpha:0.2655 +2026-02-12 23:19:31 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_phoenix_t0_s1 [train] +total_reward:658.28 total_reward_ma:571.86 loss:-25.34 fps:85.29 +frame:4.00e+04 wall_t:469 t:2500 epi:nan +opt_step:7314 lr:0.0003 alpha:0.1759 +2026-02-12 23:21:20 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_phoenix_t0_s1 [train] +total_reward:670.25 total_reward_ma:591.54 loss:-25.89 fps:86.51 +frame:5.00e+04 wall_t:578 t:3125 epi:nan +opt_step:9189 lr:0.0003 alpha:0.1175 +2026-02-12 23:23:09 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_phoenix_t0_s1 [train] +total_reward:607.65 total_reward_ma:594.22 loss:-24.78 fps:87.34 +frame:6.00e+04 wall_t:687 t:3750 epi:nan +opt_step:11064 lr:0.0003 alpha:0.0793 +2026-02-12 23:24:58 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_phoenix_t0_s1 [train] +total_reward:586.87 total_reward_ma:593.17 loss:-24.2 fps:87.94 +frame:7.00e+04 wall_t:796 t:4375 epi:nan +opt_step:12939 lr:0.0003 alpha:0.05468 +2026-02-12 23:26:46 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_phoenix_t0_s1 [train] +total_reward:602.22 total_reward_ma:594.30 loss:-22.87 fps:88.5 +frame:8.00e+04 wall_t:904 t:5000 epi:nan +opt_step:14814 lr:0.0003 alpha:0.03902 +2026-02-12 23:28:35 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_phoenix_t0_s1 [train] +total_reward:596.77 total_reward_ma:594.58 loss:-21.8 fps:88.85 +frame:9.00e+04 wall_t:1013 t:5625 epi:nan +opt_step:16689 lr:0.0003 alpha:0.02944 +2026-02-12 23:30:23 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_phoenix_t0_s1 [train] +total_reward:590.60 total_reward_ma:594.18 loss:-20.28 fps:89.21 +frame:1.00e+05 wall_t:1121 t:6250 epi:nan +opt_step:18564 lr:0.0003 alpha:0.02377 +2026-02-12 23:32:11 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_phoenix_t0_s1 [train] +total_reward:591.20 total_reward_ma:593.91 loss:-19.02 fps:89.5 +frame:1.10e+05 wall_t:1229 t:6875 epi:nan +opt_step:20439 lr:0.0003 alpha:0.02149 +2026-02-12 23:34:00 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_phoenix_t0_s1 [train] +total_reward:575.30 total_reward_ma:592.36 loss:-17.57 fps:89.69 +frame:1.20e+05 wall_t:1338 t:7500 epi:nan +opt_step:22314 lr:0.0003 alpha:0.02223 +2026-02-12 23:35:48 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_phoenix_t0_s1 [train] +total_reward:575.30 total_reward_ma:591.05 loss:-16.64 fps:89.84 +frame:1.30e+05 wall_t:1447 t:8125 epi:nan +opt_step:24189 lr:0.0003 alpha:0.02342 +2026-02-12 23:37:37 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_phoenix_t0_s1 [train] +total_reward:575.30 total_reward_ma:589.92 loss:-15.89 fps:90.03 +frame:1.40e+05 wall_t:1555 t:8750 epi:nan +opt_step:26064 lr:0.0003 alpha:0.0234 +2026-02-12 23:39:26 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_phoenix_t0_s1 [train] +total_reward:575.30 total_reward_ma:588.95 loss:-15.09 fps:90.14 +frame:1.50e+05 wall_t:1664 t:9375 epi:nan +opt_step:27939 lr:0.0003 alpha:0.02097 +2026-02-12 23:41:15 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_phoenix_t0_s1 [train] +total_reward:569.10 total_reward_ma:587.71 loss:-14.06 fps:90.24 +frame:1.60e+05 wall_t:1773 t:10000 epi:nan +opt_step:29814 lr:0.0003 alpha:0.01974 +2026-02-12 23:43:04 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_phoenix_t0_s1 [train] +total_reward:536.60 total_reward_ma:584.70 loss:-12.73 fps:90.33 +frame:1.70e+05 wall_t:1882 t:10625 epi:nan +opt_step:31689 lr:0.0003 alpha:0.0205 +2026-02-12 23:44:52 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_phoenix_t0_s1 [train] +total_reward:560.70 total_reward_ma:583.37 loss:-12.25 fps:90.41 +frame:1.80e+05 wall_t:1991 t:11250 epi:nan +opt_step:33564 lr:0.0003 alpha:0.02127 +2026-02-12 23:46:41 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_phoenix_t0_s1 [train] +total_reward:594.90 total_reward_ma:583.97 loss:-11.14 fps:90.48 +frame:1.90e+05 wall_t:2100 t:11875 epi:nan +opt_step:35439 lr:0.0003 alpha:0.02067 +2026-02-12 23:48:30 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_phoenix_t0_s1 [train] +total_reward:602.50 total_reward_ma:584.90 loss:-10.83 fps:90.58 +frame:2.00e+05 wall_t:2208 t:12500 epi:nan +opt_step:37314 lr:0.0003 alpha:0.02064 +2026-02-12 23:50:18 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_phoenix_t0_s1 [train] +total_reward:632.30 total_reward_ma:587.16 loss:-10.25 fps:90.67 +frame:2.10e+05 wall_t:2316 t:13125 epi:nan +opt_step:39189 lr:0.0003 alpha:0.02134 +2026-02-12 23:52:07 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_phoenix_t0_s1 [train] +total_reward:637.50 total_reward_ma:589.44 loss:-9.936 fps:90.72 +frame:2.20e+05 wall_t:2425 t:13750 epi:nan +opt_step:41064 lr:0.0003 alpha:0.0194 +2026-02-12 23:53:55 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_phoenix_t0_s1 [train] +total_reward:675.90 total_reward_ma:593.20 loss:-9.112 fps:90.8 +frame:2.30e+05 wall_t:2533 t:14375 epi:nan +opt_step:42939 lr:0.0003 alpha:0.02027 +2026-02-12 23:55:44 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_phoenix_t0_s1 [train] +total_reward:796.30 total_reward_ma:601.67 loss:-8.365 fps:90.84 +frame:2.40e+05 wall_t:2642 t:15000 epi:nan +opt_step:44814 lr:0.0003 alpha:0.02104 +2026-02-12 23:57:31 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_phoenix_t0_s1 [train] +total_reward:916.40 total_reward_ma:614.26 loss:-8.271 fps:90.94 +frame:2.50e+05 wall_t:2749 t:15625 epi:nan +opt_step:46689 lr:0.0003 alpha:0.02202 +2026-02-12 23:59:19 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_phoenix_t0_s1 [train] +total_reward:981.40 total_reward_ma:628.38 loss:-8.13 fps:91 +frame:2.60e+05 wall_t:2857 t:16250 epi:nan +opt_step:48564 lr:0.0003 alpha:0.02411 +2026-02-13 00:01:08 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_phoenix_t0_s1 [train] +total_reward:1082.70 total_reward_ma:645.20 loss:-8.055 fps:91.03 +frame:2.70e+05 wall_t:2966 t:16875 epi:nan +opt_step:50439 lr:0.0003 alpha:0.02341 +2026-02-13 00:02:57 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_phoenix_t0_s1 [train] +total_reward:1178.20 total_reward_ma:664.24 loss:-7.642 fps:91.06 +frame:2.80e+05 wall_t:3075 t:17500 epi:nan +opt_step:52314 lr:0.0003 alpha:0.02452 +2026-02-13 00:04:45 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_phoenix_t0_s1 [train] +total_reward:1226.40 total_reward_ma:683.62 loss:-7.575 fps:91.11 +frame:2.90e+05 wall_t:3183 t:18125 epi:nan +opt_step:54189 lr:0.0003 alpha:0.02524 +2026-02-13 00:06:33 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_phoenix_t0_s1 [train] +total_reward:1301.90 total_reward_ma:704.23 loss:-7.433 fps:91.13 +frame:3.00e+05 wall_t:3292 t:18750 epi:nan +opt_step:56064 lr:0.0003 alpha:0.02581 +2026-02-13 00:08:22 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_phoenix_t0_s1 [train] +total_reward:1533.10 total_reward_ma:730.97 loss:-7.406 fps:91.18 +frame:3.10e+05 wall_t:3400 t:19375 epi:nan +opt_step:57939 lr:0.0003 alpha:0.02497 +2026-02-13 00:10:10 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_phoenix_t0_s1 [train] +total_reward:1611.40 total_reward_ma:758.48 loss:-7.356 fps:91.22 +frame:3.20e+05 wall_t:3508 t:20000 epi:nan +opt_step:59814 lr:0.0003 alpha:0.02555 +2026-02-13 00:11:58 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_phoenix_t0_s1 [train] +total_reward:1823.10 total_reward_ma:790.75 loss:-7.229 fps:91.26 +frame:3.30e+05 wall_t:3616 t:20625 epi:nan +opt_step:61689 lr:0.0003 alpha:0.02614 +2026-02-13 00:13:47 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_phoenix_t0_s1 [train] +total_reward:1954.70 total_reward_ma:824.98 loss:-7.197 fps:91.28 +frame:3.40e+05 wall_t:3725 t:21250 epi:nan +opt_step:63564 lr:0.0003 alpha:0.02679 +2026-02-13 00:15:35 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_phoenix_t0_s1 [train] +total_reward:2050.90 total_reward_ma:860.01 loss:-7.202 fps:91.31 +frame:3.50e+05 wall_t:3833 t:21875 epi:nan +opt_step:65439 lr:0.0003 alpha:0.02589 +2026-02-13 00:17:22 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_phoenix_t0_s1 [train] +total_reward:2081.00 total_reward_ma:893.92 loss:-7.181 fps:91.37 +frame:3.60e+05 wall_t:3940 t:22500 epi:nan +opt_step:67314 lr:0.0003 alpha:0.02544 +2026-02-13 00:19:10 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_phoenix_t0_s1 [train] +total_reward:2182.60 total_reward_ma:928.75 loss:-7.235 fps:91.4 +frame:3.70e+05 wall_t:4048 t:23125 epi:nan +opt_step:69189 lr:0.0003 alpha:0.02495 +2026-02-13 00:20:58 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_phoenix_t0_s1 [train] +total_reward:2322.40 total_reward_ma:965.43 loss:-6.996 fps:91.43 +frame:3.80e+05 wall_t:4156 t:23750 epi:nan +opt_step:71064 lr:0.0003 alpha:0.02469 +2026-02-13 00:22:46 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_phoenix_t0_s1 [train] +total_reward:2385.00 total_reward_ma:1001.83 loss:-6.933 fps:91.46 +frame:3.90e+05 wall_t:4264 t:24375 epi:nan +opt_step:72939 lr:0.0003 alpha:0.02366 +2026-02-13 00:24:33 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_phoenix_t0_s1 [train] +total_reward:2385.00 total_reward_ma:1036.40 loss:-7.083 fps:91.51 +frame:4.00e+05 wall_t:4371 t:25000 epi:nan +opt_step:74814 lr:0.0003 alpha:0.02332 +2026-02-13 00:26:21 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_phoenix_t0_s1 [train] +total_reward:2589.60 total_reward_ma:1074.29 loss:-7.282 fps:91.54 +frame:4.10e+05 wall_t:4479 t:25625 epi:nan +opt_step:76689 lr:0.0003 alpha:0.02177 +2026-02-13 00:28:10 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_phoenix_t0_s1 [train] +total_reward:2638.00 total_reward_ma:1111.52 loss:-6.994 fps:91.54 +frame:4.20e+05 wall_t:4588 t:26250 epi:nan +opt_step:78564 lr:0.0003 alpha:0.02135 +2026-02-13 00:29:58 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_phoenix_t0_s1 [train] +total_reward:2718.40 total_reward_ma:1148.89 loss:-6.662 fps:91.57 +frame:4.30e+05 wall_t:4696 t:26875 epi:nan +opt_step:80439 lr:0.0003 alpha:0.01991 +2026-02-13 00:31:47 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_phoenix_t0_s1 [train] +total_reward:2959.70 total_reward_ma:1190.04 loss:-6.83 fps:91.57 +frame:4.40e+05 wall_t:4805 t:27500 epi:nan +opt_step:82314 lr:0.0003 alpha:0.01928 +2026-02-13 00:33:35 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_phoenix_t0_s1 [train] +total_reward:2970.00 total_reward_ma:1229.60 loss:-6.846 fps:91.58 +frame:4.50e+05 wall_t:4914 t:28125 epi:nan +opt_step:84189 lr:0.0003 alpha:0.01859 +2026-02-13 00:35:24 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_phoenix_t0_s1 [train] +total_reward:3117.40 total_reward_ma:1270.64 loss:-6.38 fps:91.6 +frame:4.60e+05 wall_t:5022 t:28750 epi:nan +opt_step:86064 lr:0.0003 alpha:0.01743 +2026-02-13 00:37:12 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_phoenix_t0_s1 [train] +total_reward:3182.50 total_reward_ma:1311.31 loss:-6.414 fps:91.62 +frame:4.70e+05 wall_t:5130 t:29375 epi:nan +opt_step:87939 lr:0.0003 alpha:0.01634 +2026-02-13 00:38:59 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_phoenix_t0_s1 [train] +total_reward:3257.40 total_reward_ma:1351.86 loss:-6.19 fps:91.66 +frame:4.80e+05 wall_t:5237 t:30000 epi:nan +opt_step:89814 lr:0.0003 alpha:0.0149 +2026-02-13 00:40:48 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_phoenix_t0_s1 [train] +total_reward:3257.40 total_reward_ma:1390.75 loss:-6.235 fps:91.66 +frame:4.90e+05 wall_t:5346 t:30625 epi:nan +opt_step:91689 lr:0.0003 alpha:0.01332 +2026-02-13 00:42:36 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_phoenix_t0_s1 [train] +total_reward:3341.00 total_reward_ma:1429.75 loss:-5.894 fps:91.68 +frame:5.00e+05 wall_t:5454 t:31250 epi:nan +opt_step:93564 lr:0.0003 alpha:0.0118 +2026-02-13 00:44:24 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_phoenix_t0_s1 [train] +total_reward:3467.20 total_reward_ma:1469.70 loss:-5.539 fps:91.69 +frame:5.10e+05 wall_t:5562 t:31875 epi:nan +opt_step:95439 lr:0.0003 alpha:0.01009 +2026-02-13 00:46:13 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_phoenix_t0_s1 [train] +total_reward:3754.00 total_reward_ma:1513.63 loss:-5.74 fps:91.69 +frame:5.20e+05 wall_t:5671 t:32500 epi:nan +opt_step:97314 lr:0.0003 alpha:0.009793 +2026-02-13 00:48:01 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_phoenix_t0_s1 [train] +total_reward:3889.50 total_reward_ma:1558.46 loss:-5.273 fps:91.71 +frame:5.30e+05 wall_t:5779 t:33125 epi:nan +opt_step:99189 lr:0.0003 alpha:0.01016 +2026-02-13 00:49:49 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_phoenix_t0_s1 [train] +total_reward:3940.20 total_reward_ma:1602.56 loss:-5.243 fps:91.73 +frame:5.40e+05 wall_t:5887 t:33750 epi:nan +opt_step:101064 lr:0.0003 alpha:0.01115 +2026-02-13 00:51:38 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_phoenix_t0_s1 [train] +total_reward:4017.90 total_reward_ma:1646.48 loss:-5.221 fps:91.73 +frame:5.50e+05 wall_t:5996 t:34375 epi:nan +opt_step:102939 lr:0.0003 alpha:0.01194 +2026-02-13 00:53:26 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_phoenix_t0_s1 [train] +total_reward:4147.60 total_reward_ma:1691.14 loss:-5.414 fps:91.74 +frame:5.60e+05 wall_t:6104 t:35000 epi:nan +opt_step:104814 lr:0.0003 alpha:0.01406 +2026-02-13 00:55:14 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_phoenix_t0_s1 [train] +total_reward:4321.30 total_reward_ma:1737.29 loss:-5.428 fps:91.76 +frame:5.70e+05 wall_t:6212 t:35625 epi:nan +opt_step:106689 lr:0.0003 alpha:0.01644 +2026-02-13 00:57:03 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_phoenix_t0_s1 [train] +total_reward:4389.70 total_reward_ma:1783.02 loss:-5.83 fps:91.76 +frame:5.80e+05 wall_t:6321 t:36250 epi:nan +opt_step:108564 lr:0.0003 alpha:0.01887 +2026-02-13 00:58:51 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_phoenix_t0_s1 [train] +total_reward:4425.00 total_reward_ma:1827.80 loss:-5.621 fps:91.76 +frame:5.90e+05 wall_t:6430 t:36875 epi:nan +opt_step:110439 lr:0.0003 alpha:0.02023 +2026-02-13 01:00:40 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_phoenix_t0_s1 [train] +total_reward:4368.00 total_reward_ma:1870.13 loss:-5.611 fps:91.77 +frame:6.00e+05 wall_t:6538 t:37500 epi:nan +opt_step:112314 lr:0.0003 alpha:0.02235 +2026-02-13 01:02:28 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_phoenix_t0_s1 [train] +total_reward:4224.10 total_reward_ma:1908.72 loss:-5.751 fps:91.78 +frame:6.10e+05 wall_t:6646 t:38125 epi:nan +opt_step:114189 lr:0.0003 alpha:0.02385 +2026-02-13 01:04:16 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_phoenix_t0_s1 [train] +total_reward:4241.40 total_reward_ma:1946.35 loss:-6.222 fps:91.8 +frame:6.20e+05 wall_t:6754 t:38750 epi:nan +opt_step:116064 lr:0.0003 alpha:0.02594 +2026-02-13 01:06:05 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_phoenix_t0_s1 [train] +total_reward:4130.90 total_reward_ma:1981.02 loss:-6.817 fps:91.8 +frame:6.30e+05 wall_t:6863 t:39375 epi:nan +opt_step:117939 lr:0.0003 alpha:0.02836 +2026-02-13 01:07:53 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_phoenix_t0_s1 [train] +total_reward:4196.00 total_reward_ma:2015.63 loss:-6.783 fps:91.81 +frame:6.40e+05 wall_t:6971 t:40000 epi:nan +opt_step:119814 lr:0.0003 alpha:0.03023 +2026-02-13 01:09:42 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_phoenix_t0_s1 [train] +total_reward:4115.90 total_reward_ma:2047.94 loss:-7.125 fps:91.81 +frame:6.50e+05 wall_t:7080 t:40625 epi:nan +opt_step:121689 lr:0.0003 alpha:0.03148 +2026-02-13 01:11:29 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_phoenix_t0_s1 [train] +total_reward:4030.70 total_reward_ma:2077.98 loss:-7.185 fps:91.82 +frame:6.60e+05 wall_t:7188 t:41250 epi:nan +opt_step:123564 lr:0.0003 alpha:0.03231 +2026-02-13 01:13:17 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_phoenix_t0_s1 [train] +total_reward:4008.80 total_reward_ma:2106.80 loss:-7.28 fps:91.84 +frame:6.70e+05 wall_t:7295 t:41875 epi:nan +opt_step:125439 lr:0.0003 alpha:0.03419 +2026-02-13 01:15:05 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_phoenix_t0_s1 [train] +total_reward:4042.30 total_reward_ma:2135.27 loss:-7.711 fps:91.84 +frame:6.80e+05 wall_t:7404 t:42500 epi:nan +opt_step:127314 lr:0.0003 alpha:0.03579 +2026-02-13 01:16:54 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_phoenix_t0_s1 [train] +total_reward:4068.70 total_reward_ma:2163.29 loss:-7.881 fps:91.85 +frame:6.90e+05 wall_t:7512 t:43125 epi:nan +opt_step:129189 lr:0.0003 alpha:0.03674 +2026-02-13 01:18:42 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_phoenix_t0_s1 [train] +total_reward:4072.20 total_reward_ma:2190.56 loss:-8.282 fps:91.86 +frame:7.00e+05 wall_t:7620 t:43750 epi:nan +opt_step:131064 lr:0.0003 alpha:0.03831 +2026-02-13 01:20:30 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_phoenix_t0_s1 [train] +total_reward:3989.50 total_reward_ma:2215.89 loss:-8.659 fps:91.86 +frame:7.10e+05 wall_t:7729 t:44375 epi:nan +opt_step:132939 lr:0.0003 alpha:0.03983 +2026-02-13 01:22:19 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_phoenix_t0_s1 [train] +total_reward:3945.80 total_reward_ma:2239.92 loss:-8.552 fps:91.87 +frame:7.20e+05 wall_t:7837 t:45000 epi:nan +opt_step:134814 lr:0.0003 alpha:0.04001 +2026-02-13 01:24:07 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_phoenix_t0_s1 [train] +total_reward:3936.00 total_reward_ma:2263.15 loss:-8.941 fps:91.88 +frame:7.30e+05 wall_t:7945 t:45625 epi:nan +opt_step:136689 lr:0.0003 alpha:0.04092 +2026-02-13 01:25:55 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_phoenix_t0_s1 [train] +total_reward:3975.60 total_reward_ma:2286.30 loss:-8.957 fps:91.89 +frame:7.40e+05 wall_t:8053 t:46250 epi:nan +opt_step:138564 lr:0.0003 alpha:0.04136 +2026-02-13 01:27:43 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_phoenix_t0_s1 [train] +total_reward:4029.10 total_reward_ma:2309.53 loss:-9.215 fps:91.89 +frame:7.50e+05 wall_t:8162 t:46875 epi:nan +opt_step:140439 lr:0.0003 alpha:0.0415 +2026-02-13 01:29:32 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_phoenix_t0_s1 [train] +total_reward:3961.40 total_reward_ma:2331.27 loss:-9.242 fps:91.9 +frame:7.60e+05 wall_t:8270 t:47500 epi:nan +opt_step:142314 lr:0.0003 alpha:0.04181 +2026-02-13 01:31:20 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_phoenix_t0_s1 [train] +total_reward:4046.60 total_reward_ma:2353.55 loss:-9.487 fps:91.91 +frame:7.70e+05 wall_t:8378 t:48125 epi:nan +opt_step:144189 lr:0.0003 alpha:0.04165 +2026-02-13 01:33:08 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_phoenix_t0_s1 [train] +total_reward:4128.90 total_reward_ma:2376.31 loss:-9.726 fps:91.92 +frame:7.80e+05 wall_t:8486 t:48750 epi:nan +opt_step:146064 lr:0.0003 alpha:0.04167 +2026-02-13 01:34:56 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_phoenix_t0_s1 [train] +total_reward:4142.60 total_reward_ma:2398.66 loss:-9.704 fps:91.92 +frame:7.90e+05 wall_t:8594 t:49375 epi:nan +opt_step:147939 lr:0.0003 alpha:0.04193 +2026-02-13 01:36:45 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_phoenix_t0_s1 [train] +total_reward:4222.80 total_reward_ma:2421.47 loss:-9.816 fps:91.92 +frame:8.00e+05 wall_t:8703 t:50000 epi:nan +opt_step:149814 lr:0.0003 alpha:0.04111 +2026-02-13 01:38:33 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_phoenix_t0_s1 [train] +total_reward:4256.20 total_reward_ma:2444.12 loss:-9.659 fps:91.93 +frame:8.10e+05 wall_t:8811 t:50625 epi:nan +opt_step:151689 lr:0.0003 alpha:0.04045 +2026-02-13 01:40:21 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_phoenix_t0_s1 [train] +total_reward:4247.70 total_reward_ma:2466.11 loss:-9.664 fps:91.94 +frame:8.20e+05 wall_t:8919 t:51250 epi:nan +opt_step:153564 lr:0.0003 alpha:0.03971 +2026-02-13 01:42:09 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_phoenix_t0_s1 [train] +total_reward:4261.70 total_reward_ma:2487.75 loss:-9.82 fps:91.95 +frame:8.30e+05 wall_t:9027 t:51875 epi:nan +opt_step:155439 lr:0.0003 alpha:0.03974 +2026-02-13 01:43:57 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_phoenix_t0_s1 [train] +total_reward:4287.80 total_reward_ma:2509.17 loss:-10.14 fps:91.95 +frame:8.40e+05 wall_t:9135 t:52500 epi:nan +opt_step:157314 lr:0.0003 alpha:0.03889 +2026-02-13 01:45:45 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_phoenix_t0_s1 [train] +total_reward:4417.40 total_reward_ma:2531.62 loss:-10.01 fps:91.96 +frame:8.50e+05 wall_t:9243 t:53125 epi:nan +opt_step:159189 lr:0.0003 alpha:0.03915 +2026-02-13 01:47:33 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_phoenix_t0_s1 [train] +total_reward:4496.40 total_reward_ma:2554.47 loss:-10.08 fps:91.97 +frame:8.60e+05 wall_t:9351 t:53750 epi:nan +opt_step:161064 lr:0.0003 alpha:0.03867 +2026-02-13 01:49:22 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_phoenix_t0_s1 [train] +total_reward:4514.10 total_reward_ma:2577.00 loss:-9.892 fps:91.97 +frame:8.70e+05 wall_t:9460 t:54375 epi:nan +opt_step:162939 lr:0.0003 alpha:0.03752 +2026-02-13 01:51:10 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_phoenix_t0_s1 [train] +total_reward:4500.70 total_reward_ma:2598.86 loss:-10.07 fps:91.97 +frame:8.80e+05 wall_t:9568 t:55000 epi:nan +opt_step:164814 lr:0.0003 alpha:0.03769 +2026-02-13 01:52:58 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_phoenix_t0_s1 [train] +total_reward:4458.40 total_reward_ma:2619.75 loss:-9.994 fps:91.97 +frame:8.90e+05 wall_t:9677 t:55625 epi:nan +opt_step:166689 lr:0.0003 alpha:0.03749 +2026-02-13 01:54:46 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_phoenix_t0_s1 [train] +total_reward:4414.90 total_reward_ma:2639.70 loss:-10.25 fps:91.99 +frame:9.00e+05 wall_t:9784 t:56250 epi:nan +opt_step:168564 lr:0.0003 alpha:0.03769 +2026-02-13 01:56:34 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_phoenix_t0_s1 [train] +total_reward:4419.30 total_reward_ma:2659.25 loss:-10.32 fps:91.99 +frame:9.10e+05 wall_t:9892 t:56875 epi:nan +opt_step:170439 lr:0.0003 alpha:0.03681 +2026-02-13 01:58:23 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_phoenix_t0_s1 [train] +total_reward:4291.60 total_reward_ma:2676.99 loss:-10.13 fps:91.99 +frame:9.20e+05 wall_t:10001 t:57500 epi:nan +opt_step:172314 lr:0.0003 alpha:0.03676 +2026-02-13 02:00:11 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_phoenix_t0_s1 [train] +total_reward:4209.30 total_reward_ma:2693.47 loss:-10.11 fps:92 +frame:9.30e+05 wall_t:10109 t:58125 epi:nan +opt_step:174189 lr:0.0003 alpha:0.03627 +2026-02-13 02:01:59 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_phoenix_t0_s1 [train] +total_reward:4272.30 total_reward_ma:2710.27 loss:-10.07 fps:92 +frame:9.40e+05 wall_t:10217 t:58750 epi:nan +opt_step:176064 lr:0.0003 alpha:0.03506 +2026-02-13 02:03:47 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_phoenix_t0_s1 [train] +total_reward:4305.40 total_reward_ma:2727.06 loss:-10.12 fps:92 +frame:9.50e+05 wall_t:10326 t:59375 epi:nan +opt_step:177939 lr:0.0003 alpha:0.0348 +2026-02-13 02:05:36 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_phoenix_t0_s1 [train] +total_reward:4274.40 total_reward_ma:2743.18 loss:-9.907 fps:92.01 +frame:9.60e+05 wall_t:10434 t:60000 epi:nan +opt_step:179814 lr:0.0003 alpha:0.03406 +2026-02-13 02:07:25 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_phoenix_t0_s1 [train] +total_reward:4176.10 total_reward_ma:2757.95 loss:-9.83 fps:92 +frame:9.70e+05 wall_t:10543 t:60625 epi:nan +opt_step:181689 lr:0.0003 alpha:0.03433 +2026-02-13 02:09:14 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_phoenix_t0_s1 [train] +total_reward:4242.70 total_reward_ma:2773.10 loss:-10.09 fps:92 +frame:9.80e+05 wall_t:10652 t:61250 epi:nan +opt_step:183564 lr:0.0003 alpha:0.03386 +2026-02-13 02:11:03 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_phoenix_t0_s1 [train] +total_reward:4179.50 total_reward_ma:2787.30 loss:-9.888 fps:92 +frame:9.90e+05 wall_t:10761 t:61875 epi:nan +opt_step:185439 lr:0.0003 alpha:0.03294 +2026-02-13 02:12:51 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_phoenix_t0_s1 [train] +total_reward:4103.30 total_reward_ma:2800.46 loss:-9.473 fps:92 +frame:1.00e+06 wall_t:10869 t:62500 epi:nan +opt_step:187314 lr:0.0003 alpha:0.03361 +2026-02-13 02:14:39 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_phoenix_t0_s1 [train] +total_reward:4083.50 total_reward_ma:2837.14 loss:-9.533 fps:92.01 +frame:1.01e+06 wall_t:10977 t:63125 epi:nan +opt_step:189189 lr:0.0003 alpha:0.03187 +2026-02-13 02:16:28 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_phoenix_t0_s1 [train] +total_reward:4048.20 total_reward_ma:2871.62 loss:-9.327 fps:92.01 +frame:1.02e+06 wall_t:11086 t:63750 epi:nan +opt_step:191064 lr:0.0003 alpha:0.03109 +2026-02-13 02:18:17 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_phoenix_t0_s1 [train] +total_reward:4053.10 total_reward_ma:2906.02 loss:-9.321 fps:92.01 +frame:1.03e+06 wall_t:11195 t:64375 epi:nan +opt_step:192939 lr:0.0003 alpha:0.03053 +2026-02-13 02:20:04 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_phoenix_t0_s1 [train] +total_reward:4019.50 total_reward_ma:2939.63 loss:-9.256 fps:92.02 +frame:1.04e+06 wall_t:11302 t:65000 epi:nan +opt_step:194814 lr:0.0003 alpha:0.03049 +2026-02-13 02:21:52 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_phoenix_t0_s1 [train] +total_reward:4050.60 total_reward_ma:2973.44 loss:-9.098 fps:92.02 +frame:1.05e+06 wall_t:11411 t:65625 epi:nan +opt_step:196689 lr:0.0003 alpha:0.02954 +2026-02-13 02:23:41 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_phoenix_t0_s1 [train] +total_reward:4110.50 total_reward_ma:3008.47 loss:-9.209 fps:92.02 +frame:1.06e+06 wall_t:11519 t:66250 epi:nan +opt_step:198564 lr:0.0003 alpha:0.02849 +2026-02-13 02:25:28 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_phoenix_t0_s1 [train] +total_reward:4195.80 total_reward_ma:3044.55 loss:-8.817 fps:92.04 +frame:1.07e+06 wall_t:11626 t:66875 epi:nan +opt_step:200439 lr:0.0003 alpha:0.02843 +2026-02-13 02:27:16 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_phoenix_t0_s1 [train] +total_reward:4274.90 total_reward_ma:3081.28 loss:-8.86 fps:92.04 +frame:1.08e+06 wall_t:11734 t:67500 epi:nan +opt_step:202314 lr:0.0003 alpha:0.02877 +2026-02-13 02:29:04 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_phoenix_t0_s1 [train] +total_reward:4295.30 total_reward_ma:3118.27 loss:-8.904 fps:92.05 +frame:1.09e+06 wall_t:11842 t:68125 epi:nan +opt_step:204189 lr:0.0003 alpha:0.02862 +2026-02-13 02:30:52 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_phoenix_t0_s1 [train] +total_reward:4298.70 total_reward_ma:3155.35 loss:-8.781 fps:92.04 +frame:1.10e+06 wall_t:11951 t:68750 epi:nan +opt_step:206064 lr:0.0003 alpha:0.02912 +2026-02-13 02:32:41 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_phoenix_t0_s1 [train] +total_reward:4301.80 total_reward_ma:3192.45 loss:-8.744 fps:92.05 +frame:1.11e+06 wall_t:12059 t:69375 epi:nan +opt_step:207939 lr:0.0003 alpha:0.02881 +2026-02-13 02:34:29 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_phoenix_t0_s1 [train] +total_reward:4147.60 total_reward_ma:3228.18 loss:-8.849 fps:92.04 +frame:1.12e+06 wall_t:12168 t:70000 epi:nan +opt_step:209814 lr:0.0003 alpha:0.02852 +2026-02-13 02:36:18 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_phoenix_t0_s1 [train] +total_reward:4098.40 total_reward_ma:3263.41 loss:-8.636 fps:92.05 +frame:1.13e+06 wall_t:12276 t:70625 epi:nan +opt_step:211689 lr:0.0003 alpha:0.02856 +2026-02-13 02:38:06 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_phoenix_t0_s1 [train] +total_reward:4112.40 total_reward_ma:3298.78 loss:-8.67 fps:92.05 +frame:1.14e+06 wall_t:12384 t:71250 epi:nan +opt_step:213564 lr:0.0003 alpha:0.02854 +2026-02-13 02:39:54 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_phoenix_t0_s1 [train] +total_reward:4111.90 total_reward_ma:3334.15 loss:-8.483 fps:92.06 +frame:1.15e+06 wall_t:12492 t:71875 epi:nan +opt_step:215439 lr:0.0003 alpha:0.02925 +2026-02-13 02:41:42 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_phoenix_t0_s1 [train] +total_reward:4154.50 total_reward_ma:3370.00 loss:-8.875 fps:92.06 +frame:1.16e+06 wall_t:12600 t:72500 epi:nan +opt_step:217314 lr:0.0003 alpha:0.02901 +2026-02-13 02:43:31 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_phoenix_t0_s1 [train] +total_reward:4147.70 total_reward_ma:3406.11 loss:-8.403 fps:92.06 +frame:1.17e+06 wall_t:12709 t:73125 epi:nan +opt_step:219189 lr:0.0003 alpha:0.02946 +2026-02-13 02:45:19 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_phoenix_t0_s1 [train] +total_reward:4107.80 total_reward_ma:3441.58 loss:-8.207 fps:92.07 +frame:1.18e+06 wall_t:12817 t:73750 epi:nan +opt_step:221064 lr:0.0003 alpha:0.02895 +2026-02-13 02:47:07 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_phoenix_t0_s1 [train] +total_reward:4071.60 total_reward_ma:3476.35 loss:-8.318 fps:92.06 +frame:1.19e+06 wall_t:12926 t:74375 epi:nan +opt_step:222939 lr:0.0003 alpha:0.02882 +2026-02-13 02:48:55 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_phoenix_t0_s1 [train] +total_reward:4022.40 total_reward_ma:3510.55 loss:-8.404 fps:92.07 +frame:1.20e+06 wall_t:13033 t:75000 epi:nan +opt_step:224814 lr:0.0003 alpha:0.0298 +2026-02-13 02:50:43 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_phoenix_t0_s1 [train] +total_reward:3966.10 total_reward_ma:3543.89 loss:-8.512 fps:92.08 +frame:1.21e+06 wall_t:13141 t:75625 epi:nan +opt_step:226689 lr:0.0003 alpha:0.03199 +2026-02-13 02:52:32 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_phoenix_t0_s1 [train] +total_reward:3940.60 total_reward_ma:3576.92 loss:-8.735 fps:92.08 +frame:1.22e+06 wall_t:13250 t:76250 epi:nan +opt_step:228564 lr:0.0003 alpha:0.03371 +2026-02-13 02:54:21 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_phoenix_t0_s1 [train] +total_reward:3883.70 total_reward_ma:3608.99 loss:-8.852 fps:92.07 +frame:1.23e+06 wall_t:13359 t:76875 epi:nan +opt_step:230439 lr:0.0003 alpha:0.0354 +2026-02-13 02:56:09 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_phoenix_t0_s1 [train] +total_reward:3987.30 total_reward_ma:3640.90 loss:-8.91 fps:92.08 +frame:1.24e+06 wall_t:13467 t:77500 epi:nan +opt_step:232314 lr:0.0003 alpha:0.03551 +2026-02-13 02:57:57 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_phoenix_t0_s1 [train] +total_reward:4082.00 total_reward_ma:3672.56 loss:-9.012 fps:92.08 +frame:1.25e+06 wall_t:13575 t:78125 epi:nan +opt_step:234189 lr:0.0003 alpha:0.03684 +2026-02-13 02:59:46 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_phoenix_t0_s1 [train] +total_reward:4131.90 total_reward_ma:3704.07 loss:-9.348 fps:92.08 +frame:1.26e+06 wall_t:13684 t:78750 epi:nan +opt_step:236064 lr:0.0003 alpha:0.03658 +2026-02-13 03:01:33 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_phoenix_t0_s1 [train] +total_reward:4176.40 total_reward_ma:3735.00 loss:-9.012 fps:92.08 +frame:1.27e+06 wall_t:13792 t:79375 epi:nan +opt_step:237939 lr:0.0003 alpha:0.03619 +2026-02-13 03:03:21 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_phoenix_t0_s1 [train] +total_reward:4185.20 total_reward_ma:3765.07 loss:-9.176 fps:92.09 +frame:1.28e+06 wall_t:13900 t:80000 epi:nan +opt_step:239814 lr:0.0003 alpha:0.03521 +2026-02-13 03:05:09 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_phoenix_t0_s1 [train] +total_reward:4186.40 total_reward_ma:3794.67 loss:-9.07 fps:92.09 +frame:1.29e+06 wall_t:14008 t:80625 epi:nan +opt_step:241689 lr:0.0003 alpha:0.03388 +2026-02-13 03:06:58 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_phoenix_t0_s1 [train] +total_reward:4184.90 total_reward_ma:3823.50 loss:-8.95 fps:92.09 +frame:1.30e+06 wall_t:14117 t:81250 epi:nan +opt_step:243564 lr:0.0003 alpha:0.03253 +2026-02-13 03:08:47 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_phoenix_t0_s1 [train] +total_reward:4143.80 total_reward_ma:3849.61 loss:-9.111 fps:92.09 +frame:1.31e+06 wall_t:14225 t:81875 epi:nan +opt_step:245439 lr:0.0003 alpha:0.03171 +2026-02-13 03:10:35 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_phoenix_t0_s1 [train] +total_reward:4168.10 total_reward_ma:3875.18 loss:-8.713 fps:92.1 +frame:1.32e+06 wall_t:14333 t:82500 epi:nan +opt_step:247314 lr:0.0003 alpha:0.02928 +2026-02-13 03:12:23 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_phoenix_t0_s1 [train] +total_reward:4120.90 total_reward_ma:3898.15 loss:-8.826 fps:92.1 +frame:1.33e+06 wall_t:14441 t:83125 epi:nan +opt_step:249189 lr:0.0003 alpha:0.02811 +2026-02-13 03:14:11 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_phoenix_t0_s1 [train] +total_reward:4120.00 total_reward_ma:3919.81 loss:-8.657 fps:92.1 +frame:1.34e+06 wall_t:14549 t:83750 epi:nan +opt_step:251064 lr:0.0003 alpha:0.02659 +2026-02-13 03:15:59 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_phoenix_t0_s1 [train] +total_reward:4122.90 total_reward_ma:3940.53 loss:-8.302 fps:92.11 +frame:1.35e+06 wall_t:14657 t:84375 epi:nan +opt_step:252939 lr:0.0003 alpha:0.02438 +2026-02-13 03:17:46 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_phoenix_t0_s1 [train] +total_reward:4110.00 total_reward_ma:3960.82 loss:-8.22 fps:92.12 +frame:1.36e+06 wall_t:14764 t:85000 epi:nan +opt_step:254814 lr:0.0003 alpha:0.02271 +2026-02-13 03:19:34 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_phoenix_t0_s1 [train] +total_reward:4099.00 total_reward_ma:3979.98 loss:-7.924 fps:92.12 +frame:1.37e+06 wall_t:14872 t:85625 epi:nan +opt_step:256689 lr:0.0003 alpha:0.02177 +2026-02-13 03:21:22 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_phoenix_t0_s1 [train] +total_reward:4067.30 total_reward_ma:3997.43 loss:-7.925 fps:92.12 +frame:1.38e+06 wall_t:14980 t:86250 epi:nan +opt_step:258564 lr:0.0003 alpha:0.02042 +2026-02-13 03:23:10 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_phoenix_t0_s1 [train] +total_reward:4124.20 total_reward_ma:4014.82 loss:-7.766 fps:92.13 +frame:1.39e+06 wall_t:15088 t:86875 epi:nan +opt_step:260439 lr:0.0003 alpha:0.01879 +2026-02-13 03:25:00 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_phoenix_t0_s1 [train] +total_reward:4175.10 total_reward_ma:4032.72 loss:-7.466 fps:92.12 +frame:1.40e+06 wall_t:15198 t:87500 epi:nan +opt_step:262314 lr:0.0003 alpha:0.01654 +2026-02-13 03:26:49 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_phoenix_t0_s1 [train] +total_reward:4230.50 total_reward_ma:4049.13 loss:-7.289 fps:92.11 +frame:1.41e+06 wall_t:15307 t:88125 epi:nan +opt_step:264189 lr:0.0003 alpha:0.01525 +2026-02-13 03:28:38 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_phoenix_t0_s1 [train] +total_reward:4187.60 total_reward_ma:4064.63 loss:-7.105 fps:92.11 +frame:1.42e+06 wall_t:15417 t:88750 epi:nan +opt_step:266064 lr:0.0003 alpha:0.01774 +2026-02-13 03:30:27 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_phoenix_t0_s1 [train] +total_reward:4174.90 total_reward_ma:4079.19 loss:-6.972 fps:92.11 +frame:1.43e+06 wall_t:15525 t:89375 epi:nan +opt_step:267939 lr:0.0003 alpha:0.02201 +2026-02-13 03:32:16 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_phoenix_t0_s1 [train] +total_reward:4203.30 total_reward_ma:4091.63 loss:-7.196 fps:92.11 +frame:1.44e+06 wall_t:15634 t:90000 epi:nan +opt_step:269814 lr:0.0003 alpha:0.01754 +2026-02-13 03:34:05 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_phoenix_t0_s1 [train] +total_reward:4225.10 total_reward_ma:4104.18 loss:-6.842 fps:92.1 +frame:1.45e+06 wall_t:15743 t:90625 epi:nan +opt_step:271689 lr:0.0003 alpha:0.0147 +2026-02-13 03:35:54 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_phoenix_t0_s1 [train] +total_reward:4255.00 total_reward_ma:4115.56 loss:-6.599 fps:92.1 +frame:1.46e+06 wall_t:15853 t:91250 epi:nan +opt_step:273564 lr:0.0003 alpha:0.01365 +2026-02-13 03:37:44 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_phoenix_t0_s1 [train] +total_reward:4225.00 total_reward_ma:4125.98 loss:-6.352 fps:92.09 +frame:1.47e+06 wall_t:15962 t:91875 epi:nan +opt_step:275439 lr:0.0003 alpha:0.01376 +2026-02-13 03:39:33 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_phoenix_t0_s1 [train] +total_reward:4134.80 total_reward_ma:4134.75 loss:-6.367 fps:92.09 +frame:1.48e+06 wall_t:16071 t:92500 epi:nan +opt_step:277314 lr:0.0003 alpha:0.01461 +2026-02-13 03:41:22 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_phoenix_t0_s1 [train] +total_reward:4164.80 total_reward_ma:4143.83 loss:-6.005 fps:92.09 +frame:1.49e+06 wall_t:16180 t:93125 epi:nan +opt_step:279189 lr:0.0003 alpha:0.01626 +2026-02-13 03:43:11 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_phoenix_t0_s1 [train] +total_reward:4113.50 total_reward_ma:4151.55 loss:-6.136 fps:92.09 +frame:1.50e+06 wall_t:16289 t:93750 epi:nan +opt_step:281064 lr:0.0003 alpha:0.01839 +2026-02-13 03:45:00 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_phoenix_t0_s1 [train] +total_reward:4085.30 total_reward_ma:4157.74 loss:-6.107 fps:92.08 +frame:1.51e+06 wall_t:16398 t:94375 epi:nan +opt_step:282939 lr:0.0003 alpha:0.01911 +2026-02-13 03:46:49 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_phoenix_t0_s1 [train] +total_reward:4147.10 total_reward_ma:4161.67 loss:-6.299 fps:92.08 +frame:1.52e+06 wall_t:16507 t:95000 epi:nan +opt_step:284814 lr:0.0003 alpha:0.02077 +2026-02-13 03:48:38 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_phoenix_t0_s1 [train] +total_reward:4127.70 total_reward_ma:4164.05 loss:-6.343 fps:92.08 +frame:1.53e+06 wall_t:16616 t:95625 epi:nan +opt_step:286689 lr:0.0003 alpha:0.02174 +2026-02-13 03:50:28 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_phoenix_t0_s1 [train] +total_reward:4192.50 total_reward_ma:4166.57 loss:-6.383 fps:92.07 +frame:1.54e+06 wall_t:16726 t:96250 epi:nan +opt_step:288564 lr:0.0003 alpha:0.0228 +2026-02-13 03:52:18 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_phoenix_t0_s1 [train] +total_reward:4189.30 total_reward_ma:4168.28 loss:-6.443 fps:92.06 +frame:1.55e+06 wall_t:16836 t:96875 epi:nan +opt_step:290439 lr:0.0003 alpha:0.02425 +2026-02-13 03:54:07 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_phoenix_t0_s1 [train] +total_reward:4153.90 total_reward_ma:4168.35 loss:-6.28 fps:92.06 +frame:1.56e+06 wall_t:16945 t:97500 epi:nan +opt_step:292314 lr:0.0003 alpha:0.02497 +2026-02-13 03:55:56 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_phoenix_t0_s1 [train] +total_reward:4134.90 total_reward_ma:4166.48 loss:-6.84 fps:92.06 +frame:1.57e+06 wall_t:17054 t:98125 epi:nan +opt_step:294189 lr:0.0003 alpha:0.02517 +2026-02-13 03:57:45 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_phoenix_t0_s1 [train] +total_reward:4131.20 total_reward_ma:4163.90 loss:-6.679 fps:92.06 +frame:1.58e+06 wall_t:17163 t:98750 epi:nan +opt_step:296064 lr:0.0003 alpha:0.02565 +2026-02-13 03:59:34 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_phoenix_t0_s1 [train] +total_reward:4111.80 total_reward_ma:4160.77 loss:-6.951 fps:92.05 +frame:1.59e+06 wall_t:17273 t:99375 epi:nan +opt_step:297939 lr:0.0003 alpha:0.02579 +2026-02-13 04:01:24 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_phoenix_t0_s1 [train] +total_reward:4103.40 total_reward_ma:4158.12 loss:-6.688 fps:92.04 +frame:1.60e+06 wall_t:17383 t:100000 epi:nan +opt_step:299814 lr:0.0003 alpha:0.0255 +2026-02-13 04:03:13 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_phoenix_t0_s1 [train] +total_reward:4105.10 total_reward_ma:4156.93 loss:-6.757 fps:92.04 +frame:1.61e+06 wall_t:17492 t:100625 epi:nan +opt_step:301689 lr:0.0003 alpha:0.02394 +2026-02-13 04:05:02 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_phoenix_t0_s1 [train] +total_reward:4110.20 total_reward_ma:4155.62 loss:-6.694 fps:92.05 +frame:1.62e+06 wall_t:17600 t:101250 epi:nan +opt_step:303564 lr:0.0003 alpha:0.02195 +2026-02-13 04:06:51 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_phoenix_t0_s1 [train] +total_reward:4077.70 total_reward_ma:4155.09 loss:-6.318 fps:92.04 +frame:1.63e+06 wall_t:17710 t:101875 epi:nan +opt_step:305439 lr:0.0003 alpha:0.01981 +2026-02-13 04:08:41 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_phoenix_t0_s1 [train] +total_reward:4051.30 total_reward_ma:4153.64 loss:-6.39 fps:92.04 +frame:1.64e+06 wall_t:17819 t:102500 epi:nan +opt_step:307314 lr:0.0003 alpha:0.01739 +2026-02-13 04:10:31 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_phoenix_t0_s1 [train] +total_reward:4086.60 total_reward_ma:4153.35 loss:-6.505 fps:92.02 +frame:1.65e+06 wall_t:17930 t:103125 epi:nan +opt_step:309189 lr:0.0003 alpha:0.01555 +2026-02-13 04:12:20 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_phoenix_t0_s1 [train] +total_reward:4046.80 total_reward_ma:4153.51 loss:-6.156 fps:92.03 +frame:1.66e+06 wall_t:18038 t:103750 epi:nan +opt_step:311064 lr:0.0003 alpha:0.01371 +2026-02-13 04:14:09 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_phoenix_t0_s1 [train] +total_reward:4056.40 total_reward_ma:4153.98 loss:-5.932 fps:92.03 +frame:1.67e+06 wall_t:18147 t:104375 epi:nan +opt_step:312939 lr:0.0003 alpha:0.01186 +2026-02-13 04:15:58 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_phoenix_t0_s1 [train] +total_reward:4104.90 total_reward_ma:4154.61 loss:-5.532 fps:92.02 +frame:1.68e+06 wall_t:18256 t:105000 epi:nan +opt_step:314814 lr:0.0003 alpha:0.01017 +2026-02-13 04:17:47 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_phoenix_t0_s1 [train] +total_reward:4003.40 total_reward_ma:4153.96 loss:-5.602 fps:92.02 +frame:1.69e+06 wall_t:18365 t:105625 epi:nan +opt_step:316689 lr:0.0003 alpha:0.00778 +2026-02-13 04:19:37 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_phoenix_t0_s1 [train] +total_reward:3984.90 total_reward_ma:4153.08 loss:-5.149 fps:92.02 +frame:1.70e+06 wall_t:18475 t:106250 epi:nan +opt_step:318564 lr:0.0003 alpha:0.006738 +2026-02-13 04:21:27 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_phoenix_t0_s1 [train] +total_reward:3999.30 total_reward_ma:4153.18 loss:-5.17 fps:92.01 +frame:1.71e+06 wall_t:18585 t:106875 epi:nan +opt_step:320439 lr:0.0003 alpha:0.006738 +2026-02-13 04:23:15 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_phoenix_t0_s1 [train] +total_reward:3995.90 total_reward_ma:4153.68 loss:-4.748 fps:92.01 +frame:1.72e+06 wall_t:18694 t:107500 epi:nan +opt_step:322314 lr:0.0003 alpha:0.006738 +2026-02-13 04:25:05 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_phoenix_t0_s1 [train] +total_reward:3915.10 total_reward_ma:4153.47 loss:-4.653 fps:92.01 +frame:1.73e+06 wall_t:18803 t:108125 epi:nan +opt_step:324189 lr:0.0003 alpha:0.006738 +2026-02-13 04:26:54 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_phoenix_t0_s1 [train] +total_reward:3864.90 total_reward_ma:4152.37 loss:-4.777 fps:92.01 +frame:1.74e+06 wall_t:18912 t:108750 epi:nan +opt_step:326064 lr:0.0003 alpha:0.008074 +2026-02-13 04:28:44 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_phoenix_t0_s1 [train] +total_reward:3903.70 total_reward_ma:4151.11 loss:-4.598 fps:92 +frame:1.75e+06 wall_t:19022 t:109375 epi:nan +opt_step:327939 lr:0.0003 alpha:0.01712 +2026-02-13 04:30:33 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_phoenix_t0_s1 [train] +total_reward:3965.10 total_reward_ma:4151.15 loss:-5.09 fps:92 +frame:1.76e+06 wall_t:19131 t:110000 epi:nan +opt_step:329814 lr:0.0003 alpha:0.02321 +2026-02-13 04:32:23 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_phoenix_t0_s1 [train] +total_reward:3936.30 total_reward_ma:4150.05 loss:-5.273 fps:91.99 +frame:1.77e+06 wall_t:19241 t:110625 epi:nan +opt_step:331689 lr:0.0003 alpha:0.01494 +2026-02-13 04:34:12 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_phoenix_t0_s1 [train] +total_reward:3947.60 total_reward_ma:4148.23 loss:-5.439 fps:91.98 +frame:1.78e+06 wall_t:19351 t:111250 epi:nan +opt_step:333564 lr:0.0003 alpha:0.01212 +2026-02-13 04:36:02 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_phoenix_t0_s1 [train] +total_reward:3933.20 total_reward_ma:4146.14 loss:-5.158 fps:91.98 +frame:1.79e+06 wall_t:19460 t:111875 epi:nan +opt_step:335439 lr:0.0003 alpha:0.0128 +2026-02-13 04:37:52 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_phoenix_t0_s1 [train] +total_reward:3909.50 total_reward_ma:4143.01 loss:-5.295 fps:91.98 +frame:1.80e+06 wall_t:19570 t:112500 epi:nan +opt_step:337314 lr:0.0003 alpha:0.01605 +2026-02-13 04:39:41 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_phoenix_t0_s1 [train] +total_reward:3909.50 total_reward_ma:4139.54 loss:-5.217 fps:91.98 +frame:1.81e+06 wall_t:19679 t:113125 epi:nan +opt_step:339189 lr:0.0003 alpha:0.01821 +2026-02-13 04:41:30 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_phoenix_t0_s1 [train] +total_reward:3933.10 total_reward_ma:4136.39 loss:-5.654 fps:91.97 +frame:1.82e+06 wall_t:19788 t:113750 epi:nan +opt_step:341064 lr:0.0003 alpha:0.01983 +2026-02-13 04:43:19 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_phoenix_t0_s1 [train] +total_reward:3945.70 total_reward_ma:4133.23 loss:-5.407 fps:91.97 +frame:1.83e+06 wall_t:19897 t:114375 epi:nan +opt_step:342939 lr:0.0003 alpha:0.02192 +2026-02-13 04:45:08 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_phoenix_t0_s1 [train] +total_reward:3990.60 total_reward_ma:4130.26 loss:-5.839 fps:91.97 +frame:1.84e+06 wall_t:20006 t:115000 epi:nan +opt_step:344814 lr:0.0003 alpha:0.02293 +2026-02-13 04:46:57 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_phoenix_t0_s1 [train] +total_reward:4123.10 total_reward_ma:4127.32 loss:-5.986 fps:91.97 +frame:1.85e+06 wall_t:20115 t:115625 epi:nan +opt_step:346689 lr:0.0003 alpha:0.02404 +2026-02-13 04:48:46 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_phoenix_t0_s1 [train] +total_reward:4167.90 total_reward_ma:4124.03 loss:-5.978 fps:91.97 +frame:1.86e+06 wall_t:20224 t:116250 epi:nan +opt_step:348564 lr:0.0003 alpha:0.02514 +2026-02-13 04:50:35 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_phoenix_t0_s1 [train] +total_reward:4196.20 total_reward_ma:4120.85 loss:-6.543 fps:91.97 +frame:1.87e+06 wall_t:20333 t:116875 epi:nan +opt_step:350439 lr:0.0003 alpha:0.02718 +2026-02-13 04:52:24 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_phoenix_t0_s1 [train] +total_reward:4192.70 total_reward_ma:4117.77 loss:-6.174 fps:91.97 +frame:1.88e+06 wall_t:20442 t:117500 epi:nan +opt_step:352314 lr:0.0003 alpha:0.02893 +2026-02-13 04:54:14 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_phoenix_t0_s1 [train] +total_reward:4238.80 total_reward_ma:4115.58 loss:-6.604 fps:91.96 +frame:1.89e+06 wall_t:20553 t:118125 epi:nan +opt_step:354189 lr:0.0003 alpha:0.02869 +2026-02-13 04:55:30 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_phoenix_t0_s1 [train] +total_reward:4159.30 total_reward_ma:4113.02 loss:-6.873 fps:92.11 +frame:1.90e+06 wall_t:20628 t:118750 epi:nan +opt_step:356064 lr:0.0003 alpha:0.02824 +2026-02-13 04:56:23 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_phoenix_t0_s1 [train] +total_reward:4115.90 total_reward_ma:4109.99 loss:-6.869 fps:92.36 +frame:1.91e+06 wall_t:20681 t:119375 epi:nan +opt_step:357939 lr:0.0003 alpha:0.0289 +2026-02-13 04:57:16 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_phoenix_t0_s1 [train] +total_reward:4124.40 total_reward_ma:4108.32 loss:-6.963 fps:92.6 +frame:1.92e+06 wall_t:20734 t:120000 epi:nan +opt_step:359814 lr:0.0003 alpha:0.02933 +2026-02-13 04:58:09 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_phoenix_t0_s1 [train] +total_reward:4139.00 total_reward_ma:4107.61 loss:-6.951 fps:92.85 +frame:1.93e+06 wall_t:20787 t:120625 epi:nan +opt_step:361689 lr:0.0003 alpha:0.0286 +2026-02-13 04:59:03 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_phoenix_t0_s1 [train] +total_reward:4106.90 total_reward_ma:4105.96 loss:-7.033 fps:93.09 +frame:1.94e+06 wall_t:20841 t:121250 epi:nan +opt_step:363564 lr:0.0003 alpha:0.02771 +2026-02-13 04:59:56 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_phoenix_t0_s1 [train] +total_reward:4056.80 total_reward_ma:4103.47 loss:-6.99 fps:93.32 +frame:1.95e+06 wall_t:20895 t:121875 epi:nan +opt_step:365439 lr:0.0003 alpha:0.0272 +2026-02-13 05:00:49 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_phoenix_t0_s1 [train] +total_reward:4047.40 total_reward_ma:4101.20 loss:-7.027 fps:93.57 +frame:1.96e+06 wall_t:20947 t:122500 epi:nan +opt_step:367314 lr:0.0003 alpha:0.02646 +2026-02-13 05:01:42 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_phoenix_t0_s1 [train] +total_reward:4057.90 total_reward_ma:4100.02 loss:-6.945 fps:93.81 +frame:1.97e+06 wall_t:21000 t:123125 epi:nan +opt_step:369189 lr:0.0003 alpha:0.02552 +2026-02-13 05:02:35 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_phoenix_t0_s1 [train] +total_reward:4040.10 total_reward_ma:4098.00 loss:-6.889 fps:94.05 +frame:1.98e+06 wall_t:21053 t:123750 epi:nan +opt_step:371064 lr:0.0003 alpha:0.0258 +2026-02-13 05:03:28 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_phoenix_t0_s1 [train] +total_reward:3998.70 total_reward_ma:4096.19 loss:-7.079 fps:94.29 +frame:1.99e+06 wall_t:21106 t:124375 epi:nan +opt_step:372939 lr:0.0003 alpha:0.02483 +2026-02-13 05:04:22 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_phoenix_t0_s1 [train] +total_reward:4026.70 total_reward_ma:4095.42 loss:-6.928 fps:94.52 +frame:2.00e+06 wall_t:21160 t:125000 epi:nan +opt_step:374814 lr:0.0003 alpha:0.02432 +2026-02-13 05:04:22 | INFO | PID:1407 | slm_lab.lib.logger:info | Session 1 done diff --git a/data/sac_atari_phoenix_2026_02_12_231134/log/sac_atari_phoenix_t0_s2.log b/data/sac_atari_phoenix_2026_02_12_231134/log/sac_atari_phoenix_t0_s2.log new file mode 100644 index 0000000000000000000000000000000000000000..3bbda0dec4fb9298f62d25f09adba1a7cd30fd83 --- /dev/null +++ b/data/sac_atari_phoenix_2026_02_12_231134/log/sac_atari_phoenix_t0_s2.log @@ -0,0 +1,802 @@ +2026-02-12 23:11:39 | INFO | PID:1408 | slm_lab.env:_make_vector_env | AtariVectorEnv: 16 envs, native preprocessing +2026-02-12 23:14:01 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_phoenix_t0_s2 [train] +total_reward:276.67 total_reward_ma:276.67 loss:-13.49 fps:71.94 +frame:1.00e+04 wall_t:139 t:625 epi:nan +opt_step:1689 lr:0.0003 alpha:0.6321 +2026-02-12 23:15:44 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_phoenix_t0_s2 [train] +total_reward:588.82 total_reward_ma:432.75 loss:-20.42 fps:82.64 +frame:2.00e+04 wall_t:242 t:1250 epi:nan +opt_step:3564 lr:0.0003 alpha:0.4048 +2026-02-12 23:17:27 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_phoenix_t0_s2 [train] +total_reward:502.59 total_reward_ma:456.03 loss:-23.74 fps:86.96 +frame:3.00e+04 wall_t:345 t:1875 epi:nan +opt_step:5439 lr:0.0003 alpha:0.2656 +2026-02-12 23:19:11 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_phoenix_t0_s2 [train] +total_reward:594.62 total_reward_ma:490.67 loss:-25.44 fps:89.09 +frame:4.00e+04 wall_t:449 t:2500 epi:nan +opt_step:7314 lr:0.0003 alpha:0.176 +2026-02-12 23:20:55 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_phoenix_t0_s2 [train] +total_reward:679.18 total_reward_ma:528.38 loss:-25.92 fps:90.42 +frame:5.00e+04 wall_t:553 t:3125 epi:nan +opt_step:9189 lr:0.0003 alpha:0.1176 +2026-02-12 23:22:38 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_phoenix_t0_s2 [train] +total_reward:682.93 total_reward_ma:554.14 loss:-24.85 fps:91.46 +frame:6.00e+04 wall_t:656 t:3750 epi:nan +opt_step:11064 lr:0.0003 alpha:0.07957 +2026-02-12 23:24:21 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_phoenix_t0_s2 [train] +total_reward:709.07 total_reward_ma:576.27 loss:-24.09 fps:92.23 +frame:7.00e+04 wall_t:759 t:4375 epi:nan +opt_step:12939 lr:0.0003 alpha:0.05503 +2026-02-12 23:26:04 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_phoenix_t0_s2 [train] +total_reward:675.80 total_reward_ma:588.71 loss:-23.21 fps:92.81 +frame:8.00e+04 wall_t:862 t:5000 epi:nan +opt_step:14814 lr:0.0003 alpha:0.03957 +2026-02-12 23:27:47 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_phoenix_t0_s2 [train] +total_reward:696.50 total_reward_ma:600.69 loss:-21.63 fps:93.26 +frame:9.00e+04 wall_t:965 t:5625 epi:nan +opt_step:16689 lr:0.0003 alpha:0.02981 +2026-02-12 23:29:29 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_phoenix_t0_s2 [train] +total_reward:676.60 total_reward_ma:608.28 loss:-20.07 fps:93.63 +frame:1.00e+05 wall_t:1068 t:6250 epi:nan +opt_step:18564 lr:0.0003 alpha:0.02394 +2026-02-12 23:31:12 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_phoenix_t0_s2 [train] +total_reward:673.00 total_reward_ma:614.16 loss:-18.76 fps:93.94 +frame:1.10e+05 wall_t:1171 t:6875 epi:nan +opt_step:20439 lr:0.0003 alpha:0.02313 +2026-02-12 23:32:55 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_phoenix_t0_s2 [train] +total_reward:668.20 total_reward_ma:618.66 loss:-17.76 fps:94.27 +frame:1.20e+05 wall_t:1273 t:7500 epi:nan +opt_step:22314 lr:0.0003 alpha:0.02286 +2026-02-12 23:34:38 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_phoenix_t0_s2 [train] +total_reward:683.80 total_reward_ma:623.67 loss:-16.47 fps:94.48 +frame:1.30e+05 wall_t:1376 t:8125 epi:nan +opt_step:24189 lr:0.0003 alpha:0.02391 +2026-02-12 23:36:21 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_phoenix_t0_s2 [train] +total_reward:658.80 total_reward_ma:626.18 loss:-15.35 fps:94.66 +frame:1.40e+05 wall_t:1479 t:8750 epi:nan +opt_step:26064 lr:0.0003 alpha:0.02253 +2026-02-12 23:38:04 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_phoenix_t0_s2 [train] +total_reward:600.50 total_reward_ma:624.47 loss:-14.24 fps:94.82 +frame:1.50e+05 wall_t:1582 t:9375 epi:nan +opt_step:27939 lr:0.0003 alpha:0.022 +2026-02-12 23:39:48 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_phoenix_t0_s2 [train] +total_reward:539.90 total_reward_ma:619.19 loss:-13.18 fps:94.9 +frame:1.60e+05 wall_t:1686 t:10000 epi:nan +opt_step:29814 lr:0.0003 alpha:0.02201 +2026-02-12 23:41:30 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_phoenix_t0_s2 [train] +total_reward:547.70 total_reward_ma:614.98 loss:-12.72 fps:95.08 +frame:1.70e+05 wall_t:1788 t:10625 epi:nan +opt_step:31689 lr:0.0003 alpha:0.02395 +2026-02-12 23:43:13 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_phoenix_t0_s2 [train] +total_reward:565.80 total_reward_ma:612.25 loss:-11.84 fps:95.19 +frame:1.80e+05 wall_t:1891 t:11250 epi:nan +opt_step:33564 lr:0.0003 alpha:0.02269 +2026-02-12 23:44:56 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_phoenix_t0_s2 [train] +total_reward:560.70 total_reward_ma:609.54 loss:-11.27 fps:95.29 +frame:1.90e+05 wall_t:1994 t:11875 epi:nan +opt_step:35439 lr:0.0003 alpha:0.02055 +2026-02-12 23:46:39 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_phoenix_t0_s2 [train] +total_reward:563.50 total_reward_ma:607.23 loss:-10.63 fps:95.37 +frame:2.00e+05 wall_t:2097 t:12500 epi:nan +opt_step:37314 lr:0.0003 alpha:0.0196 +2026-02-12 23:48:22 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_phoenix_t0_s2 [train] +total_reward:540.10 total_reward_ma:604.04 loss:-10.44 fps:95.45 +frame:2.10e+05 wall_t:2200 t:13125 epi:nan +opt_step:39189 lr:0.0003 alpha:0.0202 +2026-02-12 23:50:04 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_phoenix_t0_s2 [train] +total_reward:520.10 total_reward_ma:600.22 loss:-10.32 fps:95.57 +frame:2.20e+05 wall_t:2302 t:13750 epi:nan +opt_step:41064 lr:0.0003 alpha:0.02272 +2026-02-12 23:51:46 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_phoenix_t0_s2 [train] +total_reward:519.90 total_reward_ma:596.73 loss:-9.674 fps:95.67 +frame:2.30e+05 wall_t:2404 t:14375 epi:nan +opt_step:42939 lr:0.0003 alpha:0.0258 +2026-02-12 23:53:29 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_phoenix_t0_s2 [train] +total_reward:537.80 total_reward_ma:594.27 loss:-9.965 fps:95.73 +frame:2.40e+05 wall_t:2507 t:15000 epi:nan +opt_step:44814 lr:0.0003 alpha:0.02633 +2026-02-12 23:55:11 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_phoenix_t0_s2 [train] +total_reward:593.80 total_reward_ma:594.26 loss:-9.147 fps:95.82 +frame:2.50e+05 wall_t:2609 t:15625 epi:nan +opt_step:46689 lr:0.0003 alpha:0.02318 +2026-02-12 23:56:53 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_phoenix_t0_s2 [train] +total_reward:670.00 total_reward_ma:597.17 loss:-9.033 fps:95.91 +frame:2.60e+05 wall_t:2711 t:16250 epi:nan +opt_step:48564 lr:0.0003 alpha:0.0226 +2026-02-12 23:58:36 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_phoenix_t0_s2 [train] +total_reward:760.80 total_reward_ma:603.23 loss:-8.933 fps:95.95 +frame:2.70e+05 wall_t:2814 t:16875 epi:nan +opt_step:50439 lr:0.0003 alpha:0.02424 +2026-02-13 00:00:18 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_phoenix_t0_s2 [train] +total_reward:865.60 total_reward_ma:612.60 loss:-8.499 fps:96.02 +frame:2.80e+05 wall_t:2916 t:17500 epi:nan +opt_step:52314 lr:0.0003 alpha:0.02562 +2026-02-13 00:02:01 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_phoenix_t0_s2 [train] +total_reward:1010.50 total_reward_ma:626.32 loss:-8.407 fps:96.06 +frame:2.90e+05 wall_t:3019 t:18125 epi:nan +opt_step:54189 lr:0.0003 alpha:0.02409 +2026-02-13 00:03:43 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_phoenix_t0_s2 [train] +total_reward:1084.10 total_reward_ma:641.58 loss:-8.469 fps:96.09 +frame:3.00e+05 wall_t:3122 t:18750 epi:nan +opt_step:56064 lr:0.0003 alpha:0.02442 +2026-02-13 00:05:26 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_phoenix_t0_s2 [train] +total_reward:1257.40 total_reward_ma:661.44 loss:-8.493 fps:96.15 +frame:3.10e+05 wall_t:3224 t:19375 epi:nan +opt_step:57939 lr:0.0003 alpha:0.02383 +2026-02-13 00:07:09 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_phoenix_t0_s2 [train] +total_reward:1324.70 total_reward_ma:682.17 loss:-7.911 fps:96.18 +frame:3.20e+05 wall_t:3327 t:20000 epi:nan +opt_step:59814 lr:0.0003 alpha:0.02409 +2026-02-13 00:08:51 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_phoenix_t0_s2 [train] +total_reward:1508.90 total_reward_ma:707.22 loss:-7.842 fps:96.24 +frame:3.30e+05 wall_t:3429 t:20625 epi:nan +opt_step:61689 lr:0.0003 alpha:0.02325 +2026-02-13 00:10:33 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_phoenix_t0_s2 [train] +total_reward:1597.80 total_reward_ma:733.42 loss:-7.822 fps:96.29 +frame:3.40e+05 wall_t:3531 t:21250 epi:nan +opt_step:63564 lr:0.0003 alpha:0.02427 +2026-02-13 00:12:16 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_phoenix_t0_s2 [train] +total_reward:1703.10 total_reward_ma:761.12 loss:-7.731 fps:96.31 +frame:3.50e+05 wall_t:3634 t:21875 epi:nan +opt_step:65439 lr:0.0003 alpha:0.02332 +2026-02-13 00:13:58 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_phoenix_t0_s2 [train] +total_reward:1864.10 total_reward_ma:791.76 loss:-7.837 fps:96.36 +frame:3.60e+05 wall_t:3736 t:22500 epi:nan +opt_step:67314 lr:0.0003 alpha:0.02315 +2026-02-13 00:15:40 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_phoenix_t0_s2 [train] +total_reward:2088.40 total_reward_ma:826.80 loss:-7.413 fps:96.4 +frame:3.70e+05 wall_t:3838 t:23125 epi:nan +opt_step:69189 lr:0.0003 alpha:0.02247 +2026-02-13 00:17:23 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_phoenix_t0_s2 [train] +total_reward:2278.20 total_reward_ma:865.00 loss:-7.346 fps:96.42 +frame:3.80e+05 wall_t:3941 t:23750 epi:nan +opt_step:71064 lr:0.0003 alpha:0.02206 +2026-02-13 00:19:06 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_phoenix_t0_s2 [train] +total_reward:2420.60 total_reward_ma:904.89 loss:-7.308 fps:96.44 +frame:3.90e+05 wall_t:4044 t:24375 epi:nan +opt_step:72939 lr:0.0003 alpha:0.02224 +2026-02-13 00:20:48 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_phoenix_t0_s2 [train] +total_reward:2506.30 total_reward_ma:944.92 loss:-7.195 fps:96.46 +frame:4.00e+05 wall_t:4147 t:25000 epi:nan +opt_step:74814 lr:0.0003 alpha:0.02228 +2026-02-13 00:22:31 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_phoenix_t0_s2 [train] +total_reward:2588.40 total_reward_ma:985.01 loss:-7.354 fps:96.49 +frame:4.10e+05 wall_t:4249 t:25625 epi:nan +opt_step:76689 lr:0.0003 alpha:0.02293 +2026-02-13 00:24:12 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_phoenix_t0_s2 [train] +total_reward:2744.50 total_reward_ma:1026.90 loss:-7.301 fps:96.55 +frame:4.20e+05 wall_t:4350 t:26250 epi:nan +opt_step:78564 lr:0.0003 alpha:0.02196 +2026-02-13 00:25:55 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_phoenix_t0_s2 [train] +total_reward:3093.40 total_reward_ma:1074.96 loss:-7.061 fps:96.56 +frame:4.30e+05 wall_t:4453 t:26875 epi:nan +opt_step:80439 lr:0.0003 alpha:0.02155 +2026-02-13 00:27:37 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_phoenix_t0_s2 [train] +total_reward:3200.70 total_reward_ma:1123.27 loss:-7.16 fps:96.6 +frame:4.40e+05 wall_t:4555 t:27500 epi:nan +opt_step:82314 lr:0.0003 alpha:0.02133 +2026-02-13 00:29:20 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_phoenix_t0_s2 [train] +total_reward:3450.90 total_reward_ma:1174.99 loss:-7 fps:96.61 +frame:4.50e+05 wall_t:4658 t:28125 epi:nan +opt_step:84189 lr:0.0003 alpha:0.02073 +2026-02-13 00:31:02 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_phoenix_t0_s2 [train] +total_reward:3573.20 total_reward_ma:1227.13 loss:-6.991 fps:96.64 +frame:4.60e+05 wall_t:4760 t:28750 epi:nan +opt_step:86064 lr:0.0003 alpha:0.0204 +2026-02-13 00:32:45 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_phoenix_t0_s2 [train] +total_reward:3661.70 total_reward_ma:1278.93 loss:-6.867 fps:96.65 +frame:4.70e+05 wall_t:4863 t:29375 epi:nan +opt_step:87939 lr:0.0003 alpha:0.01987 +2026-02-13 00:34:28 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_phoenix_t0_s2 [train] +total_reward:3737.10 total_reward_ma:1330.14 loss:-6.467 fps:96.66 +frame:4.80e+05 wall_t:4966 t:30000 epi:nan +opt_step:89814 lr:0.0003 alpha:0.01909 +2026-02-13 00:36:10 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_phoenix_t0_s2 [train] +total_reward:3910.70 total_reward_ma:1382.81 loss:-6.642 fps:96.69 +frame:4.90e+05 wall_t:5068 t:30625 epi:nan +opt_step:91689 lr:0.0003 alpha:0.01902 +2026-02-13 00:37:52 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_phoenix_t0_s2 [train] +total_reward:3888.10 total_reward_ma:1432.91 loss:-6.396 fps:96.71 +frame:5.00e+05 wall_t:5170 t:31250 epi:nan +opt_step:93564 lr:0.0003 alpha:0.01831 +2026-02-13 00:39:35 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_phoenix_t0_s2 [train] +total_reward:3992.40 total_reward_ma:1483.10 loss:-6.634 fps:96.72 +frame:5.10e+05 wall_t:5273 t:31875 epi:nan +opt_step:95439 lr:0.0003 alpha:0.01802 +2026-02-13 00:41:17 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_phoenix_t0_s2 [train] +total_reward:4079.40 total_reward_ma:1533.03 loss:-6.219 fps:96.74 +frame:5.20e+05 wall_t:5375 t:32500 epi:nan +opt_step:97314 lr:0.0003 alpha:0.01763 +2026-02-13 00:42:59 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_phoenix_t0_s2 [train] +total_reward:4172.40 total_reward_ma:1582.83 loss:-6.24 fps:96.77 +frame:5.30e+05 wall_t:5477 t:33125 epi:nan +opt_step:99189 lr:0.0003 alpha:0.01794 +2026-02-13 00:44:41 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_phoenix_t0_s2 [train] +total_reward:4179.70 total_reward_ma:1630.92 loss:-6.281 fps:96.79 +frame:5.40e+05 wall_t:5579 t:33750 epi:nan +opt_step:101064 lr:0.0003 alpha:0.01907 +2026-02-13 00:46:23 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_phoenix_t0_s2 [train] +total_reward:4240.30 total_reward_ma:1678.36 loss:-6.311 fps:96.81 +frame:5.50e+05 wall_t:5681 t:34375 epi:nan +opt_step:102939 lr:0.0003 alpha:0.0189 +2026-02-13 00:48:06 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_phoenix_t0_s2 [train] +total_reward:4394.90 total_reward_ma:1726.87 loss:-6.308 fps:96.82 +frame:5.60e+05 wall_t:5784 t:35000 epi:nan +opt_step:104814 lr:0.0003 alpha:0.02015 +2026-02-13 00:49:49 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_phoenix_t0_s2 [train] +total_reward:4443.70 total_reward_ma:1774.53 loss:-6.17 fps:96.82 +frame:5.70e+05 wall_t:5887 t:35625 epi:nan +opt_step:106689 lr:0.0003 alpha:0.02159 +2026-02-13 00:51:31 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_phoenix_t0_s2 [train] +total_reward:4466.70 total_reward_ma:1820.95 loss:-6.395 fps:96.84 +frame:5.80e+05 wall_t:5989 t:36250 epi:nan +opt_step:108564 lr:0.0003 alpha:0.02277 +2026-02-13 00:53:13 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_phoenix_t0_s2 [train] +total_reward:4428.00 total_reward_ma:1865.14 loss:-6.56 fps:96.86 +frame:5.90e+05 wall_t:6091 t:36875 epi:nan +opt_step:110439 lr:0.0003 alpha:0.02363 +2026-02-13 00:54:56 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_phoenix_t0_s2 [train] +total_reward:4370.50 total_reward_ma:1906.89 loss:-6.517 fps:96.87 +frame:6.00e+05 wall_t:6194 t:37500 epi:nan +opt_step:112314 lr:0.0003 alpha:0.02404 +2026-02-13 00:56:38 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_phoenix_t0_s2 [train] +total_reward:4271.50 total_reward_ma:1945.66 loss:-6.507 fps:96.89 +frame:6.10e+05 wall_t:6296 t:38125 epi:nan +opt_step:114189 lr:0.0003 alpha:0.02427 +2026-02-13 00:58:21 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_phoenix_t0_s2 [train] +total_reward:4207.70 total_reward_ma:1982.14 loss:-6.722 fps:96.89 +frame:6.20e+05 wall_t:6399 t:38750 epi:nan +opt_step:116064 lr:0.0003 alpha:0.0253 +2026-02-13 01:00:03 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_phoenix_t0_s2 [train] +total_reward:4092.70 total_reward_ma:2015.64 loss:-6.633 fps:96.91 +frame:6.30e+05 wall_t:6501 t:39375 epi:nan +opt_step:117939 lr:0.0003 alpha:0.02588 +2026-02-13 01:01:45 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_phoenix_t0_s2 [train] +total_reward:3851.20 total_reward_ma:2044.32 loss:-6.954 fps:96.93 +frame:6.40e+05 wall_t:6603 t:40000 epi:nan +opt_step:119814 lr:0.0003 alpha:0.02666 +2026-02-13 01:03:28 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_phoenix_t0_s2 [train] +total_reward:3809.70 total_reward_ma:2071.48 loss:-7.097 fps:96.93 +frame:6.50e+05 wall_t:6706 t:40625 epi:nan +opt_step:121689 lr:0.0003 alpha:0.02706 +2026-02-13 01:05:10 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_phoenix_t0_s2 [train] +total_reward:3749.90 total_reward_ma:2096.91 loss:-7.517 fps:96.94 +frame:6.60e+05 wall_t:6808 t:41250 epi:nan +opt_step:123564 lr:0.0003 alpha:0.02938 +2026-02-13 01:06:52 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_phoenix_t0_s2 [train] +total_reward:3806.30 total_reward_ma:2122.43 loss:-6.959 fps:96.96 +frame:6.70e+05 wall_t:6910 t:41875 epi:nan +opt_step:125439 lr:0.0003 alpha:0.0318 +2026-02-13 01:08:35 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_phoenix_t0_s2 [train] +total_reward:3867.20 total_reward_ma:2148.08 loss:-7.426 fps:96.96 +frame:6.80e+05 wall_t:7013 t:42500 epi:nan +opt_step:127314 lr:0.0003 alpha:0.03452 +2026-02-13 01:10:17 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_phoenix_t0_s2 [train] +total_reward:3930.10 total_reward_ma:2173.91 loss:-7.754 fps:96.96 +frame:6.90e+05 wall_t:7116 t:43125 epi:nan +opt_step:129189 lr:0.0003 alpha:0.03431 +2026-02-13 01:12:00 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_phoenix_t0_s2 [train] +total_reward:3992.30 total_reward_ma:2199.89 loss:-7.898 fps:96.97 +frame:7.00e+05 wall_t:7219 t:43750 epi:nan +opt_step:131064 lr:0.0003 alpha:0.03308 +2026-02-13 01:13:43 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_phoenix_t0_s2 [train] +total_reward:4042.00 total_reward_ma:2225.83 loss:-7.907 fps:96.98 +frame:7.10e+05 wall_t:7321 t:44375 epi:nan +opt_step:132939 lr:0.0003 alpha:0.03362 +2026-02-13 01:15:25 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_phoenix_t0_s2 [train] +total_reward:4009.00 total_reward_ma:2250.60 loss:-8.101 fps:97 +frame:7.20e+05 wall_t:7423 t:45000 epi:nan +opt_step:134814 lr:0.0003 alpha:0.03423 +2026-02-13 01:17:08 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_phoenix_t0_s2 [train] +total_reward:3950.10 total_reward_ma:2273.88 loss:-8.428 fps:97 +frame:7.30e+05 wall_t:7526 t:45625 epi:nan +opt_step:136689 lr:0.0003 alpha:0.03622 +2026-02-13 01:18:51 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_phoenix_t0_s2 [train] +total_reward:3932.60 total_reward_ma:2296.30 loss:-8.591 fps:97 +frame:7.40e+05 wall_t:7629 t:46250 epi:nan +opt_step:138564 lr:0.0003 alpha:0.03792 +2026-02-13 01:20:33 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_phoenix_t0_s2 [train] +total_reward:3922.30 total_reward_ma:2317.98 loss:-8.656 fps:97.01 +frame:7.50e+05 wall_t:7731 t:46875 epi:nan +opt_step:140439 lr:0.0003 alpha:0.03929 +2026-02-13 01:22:17 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_phoenix_t0_s2 [train] +total_reward:3917.40 total_reward_ma:2339.02 loss:-8.871 fps:97 +frame:7.60e+05 wall_t:7835 t:47500 epi:nan +opt_step:142314 lr:0.0003 alpha:0.03742 +2026-02-13 01:23:59 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_phoenix_t0_s2 [train] +total_reward:4001.90 total_reward_ma:2360.62 loss:-8.984 fps:97.01 +frame:7.70e+05 wall_t:7937 t:48125 epi:nan +opt_step:144189 lr:0.0003 alpha:0.03716 +2026-02-13 01:25:41 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_phoenix_t0_s2 [train] +total_reward:4049.80 total_reward_ma:2382.27 loss:-9.038 fps:97.03 +frame:7.80e+05 wall_t:8039 t:48750 epi:nan +opt_step:146064 lr:0.0003 alpha:0.03811 +2026-02-13 01:27:24 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_phoenix_t0_s2 [train] +total_reward:4093.90 total_reward_ma:2403.94 loss:-9.224 fps:97.03 +frame:7.90e+05 wall_t:8142 t:49375 epi:nan +opt_step:147939 lr:0.0003 alpha:0.03797 +2026-02-13 01:29:06 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_phoenix_t0_s2 [train] +total_reward:4183.20 total_reward_ma:2426.18 loss:-9.484 fps:97.04 +frame:8.00e+05 wall_t:8244 t:50000 epi:nan +opt_step:149814 lr:0.0003 alpha:0.03786 +2026-02-13 01:30:48 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_phoenix_t0_s2 [train] +total_reward:4262.90 total_reward_ma:2448.86 loss:-9.445 fps:97.05 +frame:8.10e+05 wall_t:8346 t:50625 epi:nan +opt_step:151689 lr:0.0003 alpha:0.03786 +2026-02-13 01:32:31 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_phoenix_t0_s2 [train] +total_reward:4324.10 total_reward_ma:2471.72 loss:-9.517 fps:97.05 +frame:8.20e+05 wall_t:8449 t:51250 epi:nan +opt_step:153564 lr:0.0003 alpha:0.03769 +2026-02-13 01:34:13 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_phoenix_t0_s2 [train] +total_reward:4152.90 total_reward_ma:2491.98 loss:-9.451 fps:97.06 +frame:8.30e+05 wall_t:8551 t:51875 epi:nan +opt_step:155439 lr:0.0003 alpha:0.03845 +2026-02-13 01:35:55 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_phoenix_t0_s2 [train] +total_reward:4107.20 total_reward_ma:2511.21 loss:-9.408 fps:97.08 +frame:8.40e+05 wall_t:8653 t:52500 epi:nan +opt_step:157314 lr:0.0003 alpha:0.03763 +2026-02-13 01:37:37 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_phoenix_t0_s2 [train] +total_reward:4181.80 total_reward_ma:2530.86 loss:-9.749 fps:97.09 +frame:8.50e+05 wall_t:8755 t:53125 epi:nan +opt_step:159189 lr:0.0003 alpha:0.03802 +2026-02-13 01:39:20 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_phoenix_t0_s2 [train] +total_reward:4087.30 total_reward_ma:2548.96 loss:-9.656 fps:97.09 +frame:8.60e+05 wall_t:8858 t:53750 epi:nan +opt_step:161064 lr:0.0003 alpha:0.03881 +2026-02-13 01:41:03 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_phoenix_t0_s2 [train] +total_reward:4157.60 total_reward_ma:2567.45 loss:-9.661 fps:97.09 +frame:8.70e+05 wall_t:8961 t:54375 epi:nan +opt_step:162939 lr:0.0003 alpha:0.03835 +2026-02-13 01:42:46 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_phoenix_t0_s2 [train] +total_reward:4191.50 total_reward_ma:2585.91 loss:-9.54 fps:97.09 +frame:8.80e+05 wall_t:9064 t:55000 epi:nan +opt_step:164814 lr:0.0003 alpha:0.03857 +2026-02-13 01:44:27 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_phoenix_t0_s2 [train] +total_reward:4181.20 total_reward_ma:2603.83 loss:-10.09 fps:97.11 +frame:8.90e+05 wall_t:9165 t:55625 epi:nan +opt_step:166689 lr:0.0003 alpha:0.03949 +2026-02-13 01:46:09 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_phoenix_t0_s2 [train] +total_reward:4169.00 total_reward_ma:2621.22 loss:-10.23 fps:97.11 +frame:9.00e+05 wall_t:9268 t:56250 epi:nan +opt_step:168564 lr:0.0003 alpha:0.04003 +2026-02-13 01:47:52 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_phoenix_t0_s2 [train] +total_reward:4100.20 total_reward_ma:2637.47 loss:-9.799 fps:97.12 +frame:9.10e+05 wall_t:9370 t:56875 epi:nan +opt_step:170439 lr:0.0003 alpha:0.03933 +2026-02-13 01:49:35 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_phoenix_t0_s2 [train] +total_reward:4031.70 total_reward_ma:2652.63 loss:-9.961 fps:97.12 +frame:9.20e+05 wall_t:9473 t:57500 epi:nan +opt_step:172314 lr:0.0003 alpha:0.03906 +2026-02-13 01:51:18 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_phoenix_t0_s2 [train] +total_reward:4033.60 total_reward_ma:2667.48 loss:-10.14 fps:97.12 +frame:9.30e+05 wall_t:9576 t:58125 epi:nan +opt_step:174189 lr:0.0003 alpha:0.03923 +2026-02-13 01:53:00 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_phoenix_t0_s2 [train] +total_reward:3965.70 total_reward_ma:2681.29 loss:-10.03 fps:97.13 +frame:9.40e+05 wall_t:9678 t:58750 epi:nan +opt_step:176064 lr:0.0003 alpha:0.03852 +2026-02-13 01:54:43 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_phoenix_t0_s2 [train] +total_reward:3919.10 total_reward_ma:2694.32 loss:-10.14 fps:97.13 +frame:9.50e+05 wall_t:9781 t:59375 epi:nan +opt_step:177939 lr:0.0003 alpha:0.03815 +2026-02-13 01:56:25 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_phoenix_t0_s2 [train] +total_reward:3904.10 total_reward_ma:2706.92 loss:-10.14 fps:97.14 +frame:9.60e+05 wall_t:9883 t:60000 epi:nan +opt_step:179814 lr:0.0003 alpha:0.0377 +2026-02-13 01:58:08 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_phoenix_t0_s2 [train] +total_reward:3951.70 total_reward_ma:2719.75 loss:-9.93 fps:97.14 +frame:9.70e+05 wall_t:9986 t:60625 epi:nan +opt_step:181689 lr:0.0003 alpha:0.0374 +2026-02-13 01:59:50 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_phoenix_t0_s2 [train] +total_reward:3923.70 total_reward_ma:2732.04 loss:-10.17 fps:97.14 +frame:9.80e+05 wall_t:10089 t:61250 epi:nan +opt_step:183564 lr:0.0003 alpha:0.03843 +2026-02-13 02:01:33 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_phoenix_t0_s2 [train] +total_reward:3828.10 total_reward_ma:2743.11 loss:-10.11 fps:97.14 +frame:9.90e+05 wall_t:10191 t:61875 epi:nan +opt_step:185439 lr:0.0003 alpha:0.03811 +2026-02-13 02:03:16 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_phoenix_t0_s2 [train] +total_reward:3870.70 total_reward_ma:2754.38 loss:-10.08 fps:97.14 +frame:1.00e+06 wall_t:10294 t:62500 epi:nan +opt_step:187314 lr:0.0003 alpha:0.03705 +2026-02-13 02:04:58 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_phoenix_t0_s2 [train] +total_reward:3872.10 total_reward_ma:2790.34 loss:-10.18 fps:97.15 +frame:1.01e+06 wall_t:10396 t:63125 epi:nan +opt_step:189189 lr:0.0003 alpha:0.03741 +2026-02-13 02:06:41 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_phoenix_t0_s2 [train] +total_reward:3904.20 total_reward_ma:2823.49 loss:-9.663 fps:97.15 +frame:1.02e+06 wall_t:10499 t:63750 epi:nan +opt_step:191064 lr:0.0003 alpha:0.0369 +2026-02-13 02:08:23 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_phoenix_t0_s2 [train] +total_reward:3935.50 total_reward_ma:2857.82 loss:-10.04 fps:97.16 +frame:1.03e+06 wall_t:10601 t:64375 epi:nan +opt_step:192939 lr:0.0003 alpha:0.03618 +2026-02-13 02:10:06 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_phoenix_t0_s2 [train] +total_reward:3975.20 total_reward_ma:2891.63 loss:-10.23 fps:97.16 +frame:1.04e+06 wall_t:10704 t:65000 epi:nan +opt_step:194814 lr:0.0003 alpha:0.03554 +2026-02-13 02:11:49 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_phoenix_t0_s2 [train] +total_reward:3984.90 total_reward_ma:2924.68 loss:-10.02 fps:97.16 +frame:1.05e+06 wall_t:10807 t:65625 epi:nan +opt_step:196689 lr:0.0003 alpha:0.03532 +2026-02-13 02:13:31 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_phoenix_t0_s2 [train] +total_reward:4040.20 total_reward_ma:2958.26 loss:-9.696 fps:97.17 +frame:1.06e+06 wall_t:10909 t:66250 epi:nan +opt_step:198564 lr:0.0003 alpha:0.03509 +2026-02-13 02:15:13 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_phoenix_t0_s2 [train] +total_reward:4030.80 total_reward_ma:2991.47 loss:-9.789 fps:97.18 +frame:1.07e+06 wall_t:11011 t:66875 epi:nan +opt_step:200439 lr:0.0003 alpha:0.03445 +2026-02-13 02:16:55 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_phoenix_t0_s2 [train] +total_reward:4071.20 total_reward_ma:3025.43 loss:-10.08 fps:97.18 +frame:1.08e+06 wall_t:11113 t:67500 epi:nan +opt_step:202314 lr:0.0003 alpha:0.03445 +2026-02-13 02:18:37 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_phoenix_t0_s2 [train] +total_reward:4052.10 total_reward_ma:3058.98 loss:-9.715 fps:97.19 +frame:1.09e+06 wall_t:11215 t:68125 epi:nan +opt_step:204189 lr:0.0003 alpha:0.03371 +2026-02-13 02:20:19 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_phoenix_t0_s2 [train] +total_reward:4053.30 total_reward_ma:3092.75 loss:-9.536 fps:97.2 +frame:1.10e+06 wall_t:11317 t:68750 epi:nan +opt_step:206064 lr:0.0003 alpha:0.03271 +2026-02-13 02:22:01 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_phoenix_t0_s2 [train] +total_reward:4066.40 total_reward_ma:3126.69 loss:-9.719 fps:97.21 +frame:1.11e+06 wall_t:11419 t:69375 epi:nan +opt_step:207939 lr:0.0003 alpha:0.03202 +2026-02-13 02:23:44 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_phoenix_t0_s2 [train] +total_reward:4031.30 total_reward_ma:3160.32 loss:-9.496 fps:97.21 +frame:1.12e+06 wall_t:11522 t:70000 epi:nan +opt_step:209814 lr:0.0003 alpha:0.0315 +2026-02-13 02:25:27 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_phoenix_t0_s2 [train] +total_reward:4076.00 total_reward_ma:3194.24 loss:-9.541 fps:97.2 +frame:1.13e+06 wall_t:11625 t:70625 epi:nan +opt_step:211689 lr:0.0003 alpha:0.03111 +2026-02-13 02:27:10 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_phoenix_t0_s2 [train] +total_reward:4055.90 total_reward_ma:3228.21 loss:-9.222 fps:97.2 +frame:1.14e+06 wall_t:11728 t:71250 epi:nan +opt_step:213564 lr:0.0003 alpha:0.0301 +2026-02-13 02:28:52 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_phoenix_t0_s2 [train] +total_reward:4070.50 total_reward_ma:3262.91 loss:-9.095 fps:97.21 +frame:1.15e+06 wall_t:11830 t:71875 epi:nan +opt_step:215439 lr:0.0003 alpha:0.02955 +2026-02-13 02:30:34 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_phoenix_t0_s2 [train] +total_reward:4008.50 total_reward_ma:3297.60 loss:-9.179 fps:97.22 +frame:1.16e+06 wall_t:11932 t:72500 epi:nan +opt_step:217314 lr:0.0003 alpha:0.0293 +2026-02-13 02:32:17 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_phoenix_t0_s2 [train] +total_reward:3998.00 total_reward_ma:3332.10 loss:-8.93 fps:97.22 +frame:1.17e+06 wall_t:12035 t:73125 epi:nan +opt_step:219189 lr:0.0003 alpha:0.02883 +2026-02-13 02:33:59 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_phoenix_t0_s2 [train] +total_reward:4050.70 total_reward_ma:3366.95 loss:-8.667 fps:97.22 +frame:1.18e+06 wall_t:12137 t:73750 epi:nan +opt_step:221064 lr:0.0003 alpha:0.02718 +2026-02-13 02:35:41 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_phoenix_t0_s2 [train] +total_reward:4013.00 total_reward_ma:3401.47 loss:-8.952 fps:97.23 +frame:1.19e+06 wall_t:12239 t:74375 epi:nan +opt_step:222939 lr:0.0003 alpha:0.0263 +2026-02-13 02:37:23 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_phoenix_t0_s2 [train] +total_reward:3953.00 total_reward_ma:3435.37 loss:-8.421 fps:97.24 +frame:1.20e+06 wall_t:12341 t:75000 epi:nan +opt_step:224814 lr:0.0003 alpha:0.02566 +2026-02-13 02:39:05 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_phoenix_t0_s2 [train] +total_reward:3947.80 total_reward_ma:3469.44 loss:-8.511 fps:97.24 +frame:1.21e+06 wall_t:12443 t:75625 epi:nan +opt_step:226689 lr:0.0003 alpha:0.0242 +2026-02-13 02:40:47 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_phoenix_t0_s2 [train] +total_reward:3961.30 total_reward_ma:3503.86 loss:-8.3 fps:97.25 +frame:1.22e+06 wall_t:12545 t:76250 epi:nan +opt_step:228564 lr:0.0003 alpha:0.02339 +2026-02-13 02:42:30 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_phoenix_t0_s2 [train] +total_reward:3937.30 total_reward_ma:3538.03 loss:-8.165 fps:97.25 +frame:1.23e+06 wall_t:12648 t:76875 epi:nan +opt_step:230439 lr:0.0003 alpha:0.02223 +2026-02-13 02:44:12 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_phoenix_t0_s2 [train] +total_reward:3962.60 total_reward_ma:3572.28 loss:-7.702 fps:97.25 +frame:1.24e+06 wall_t:12750 t:77500 epi:nan +opt_step:232314 lr:0.0003 alpha:0.02126 +2026-02-13 02:45:54 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_phoenix_t0_s2 [train] +total_reward:3913.60 total_reward_ma:3605.48 loss:-8.127 fps:97.26 +frame:1.25e+06 wall_t:12852 t:78125 epi:nan +opt_step:234189 lr:0.0003 alpha:0.0211 +2026-02-13 02:47:36 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_phoenix_t0_s2 [train] +total_reward:3949.10 total_reward_ma:3638.27 loss:-7.547 fps:97.27 +frame:1.26e+06 wall_t:12954 t:78750 epi:nan +opt_step:236064 lr:0.0003 alpha:0.02021 +2026-02-13 02:49:19 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_phoenix_t0_s2 [train] +total_reward:3832.30 total_reward_ma:3668.98 loss:-7.653 fps:97.27 +frame:1.27e+06 wall_t:13057 t:79375 epi:nan +opt_step:237939 lr:0.0003 alpha:0.01956 +2026-02-13 02:51:01 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_phoenix_t0_s2 [train] +total_reward:3814.70 total_reward_ma:3698.47 loss:-7.29 fps:97.27 +frame:1.28e+06 wall_t:13159 t:80000 epi:nan +opt_step:239814 lr:0.0003 alpha:0.01776 +2026-02-13 02:52:44 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_phoenix_t0_s2 [train] +total_reward:3864.70 total_reward_ma:3727.01 loss:-7.096 fps:97.26 +frame:1.29e+06 wall_t:13263 t:80625 epi:nan +opt_step:241689 lr:0.0003 alpha:0.01712 +2026-02-13 02:54:27 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_phoenix_t0_s2 [train] +total_reward:3869.40 total_reward_ma:3754.87 loss:-7.109 fps:97.27 +frame:1.30e+06 wall_t:13365 t:81250 epi:nan +opt_step:243564 lr:0.0003 alpha:0.01607 +2026-02-13 02:56:09 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_phoenix_t0_s2 [train] +total_reward:3812.50 total_reward_ma:3780.42 loss:-6.581 fps:97.27 +frame:1.31e+06 wall_t:13467 t:81875 epi:nan +opt_step:245439 lr:0.0003 alpha:0.01459 +2026-02-13 02:57:52 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_phoenix_t0_s2 [train] +total_reward:3790.60 total_reward_ma:3805.08 loss:-6.591 fps:97.27 +frame:1.32e+06 wall_t:13570 t:82500 epi:nan +opt_step:247314 lr:0.0003 alpha:0.01382 +2026-02-13 02:59:35 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_phoenix_t0_s2 [train] +total_reward:3790.80 total_reward_ma:3827.90 loss:-6.288 fps:97.27 +frame:1.33e+06 wall_t:13673 t:83125 epi:nan +opt_step:249189 lr:0.0003 alpha:0.01307 +2026-02-13 03:01:17 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_phoenix_t0_s2 [train] +total_reward:3729.10 total_reward_ma:3849.21 loss:-6.354 fps:97.28 +frame:1.34e+06 wall_t:13775 t:83750 epi:nan +opt_step:251064 lr:0.0003 alpha:0.01158 +2026-02-13 03:02:59 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_phoenix_t0_s2 [train] +total_reward:3754.30 total_reward_ma:3869.72 loss:-5.857 fps:97.28 +frame:1.35e+06 wall_t:13877 t:84375 epi:nan +opt_step:252939 lr:0.0003 alpha:0.01043 +2026-02-13 03:04:41 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_phoenix_t0_s2 [train] +total_reward:3790.70 total_reward_ma:3888.99 loss:-5.834 fps:97.28 +frame:1.36e+06 wall_t:13980 t:85000 epi:nan +opt_step:254814 lr:0.0003 alpha:0.009305 +2026-02-13 03:06:24 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_phoenix_t0_s2 [train] +total_reward:3738.50 total_reward_ma:3905.49 loss:-5.983 fps:97.29 +frame:1.37e+06 wall_t:14082 t:85625 epi:nan +opt_step:256689 lr:0.0003 alpha:0.008595 +2026-02-13 03:08:07 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_phoenix_t0_s2 [train] +total_reward:3765.10 total_reward_ma:3920.36 loss:-5.424 fps:97.29 +frame:1.38e+06 wall_t:14185 t:86250 epi:nan +opt_step:258564 lr:0.0003 alpha:0.008551 +2026-02-13 03:09:49 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_phoenix_t0_s2 [train] +total_reward:3759.50 total_reward_ma:3933.75 loss:-5.622 fps:97.29 +frame:1.39e+06 wall_t:14287 t:86875 epi:nan +opt_step:260439 lr:0.0003 alpha:0.01022 +2026-02-13 03:11:31 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_phoenix_t0_s2 [train] +total_reward:3762.90 total_reward_ma:3946.31 loss:-5.487 fps:97.3 +frame:1.40e+06 wall_t:14389 t:87500 epi:nan +opt_step:262314 lr:0.0003 alpha:0.01402 +2026-02-13 03:13:15 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_phoenix_t0_s2 [train] +total_reward:3809.40 total_reward_ma:3958.52 loss:-5.493 fps:97.29 +frame:1.41e+06 wall_t:14493 t:88125 epi:nan +opt_step:264189 lr:0.0003 alpha:0.01766 +2026-02-13 03:14:57 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_phoenix_t0_s2 [train] +total_reward:3730.40 total_reward_ma:3968.38 loss:-5.882 fps:97.29 +frame:1.42e+06 wall_t:14595 t:88750 epi:nan +opt_step:266064 lr:0.0003 alpha:0.01915 +2026-02-13 03:16:38 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_phoenix_t0_s2 [train] +total_reward:3787.80 total_reward_ma:3975.33 loss:-5.842 fps:97.31 +frame:1.43e+06 wall_t:14696 t:89375 epi:nan +opt_step:267939 lr:0.0003 alpha:0.02081 +2026-02-13 03:18:19 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_phoenix_t0_s2 [train] +total_reward:3792.80 total_reward_ma:3981.25 loss:-5.991 fps:97.32 +frame:1.44e+06 wall_t:14797 t:90000 epi:nan +opt_step:269814 lr:0.0003 alpha:0.02266 +2026-02-13 03:20:00 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_phoenix_t0_s2 [train] +total_reward:3887.30 total_reward_ma:3985.61 loss:-6.104 fps:97.33 +frame:1.45e+06 wall_t:14898 t:90625 epi:nan +opt_step:271689 lr:0.0003 alpha:0.02394 +2026-02-13 03:21:44 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_phoenix_t0_s2 [train] +total_reward:3935.60 total_reward_ma:3989.23 loss:-5.983 fps:97.32 +frame:1.46e+06 wall_t:15002 t:91250 epi:nan +opt_step:273564 lr:0.0003 alpha:0.02564 +2026-02-13 03:23:27 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_phoenix_t0_s2 [train] +total_reward:3931.00 total_reward_ma:3991.93 loss:-6.371 fps:97.32 +frame:1.47e+06 wall_t:15105 t:91875 epi:nan +opt_step:275439 lr:0.0003 alpha:0.02659 +2026-02-13 03:25:10 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_phoenix_t0_s2 [train] +total_reward:4008.40 total_reward_ma:3994.64 loss:-6.563 fps:97.32 +frame:1.48e+06 wall_t:15208 t:92500 epi:nan +opt_step:277314 lr:0.0003 alpha:0.02771 +2026-02-13 03:26:53 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_phoenix_t0_s2 [train] +total_reward:3987.10 total_reward_ma:3995.40 loss:-6.872 fps:97.32 +frame:1.49e+06 wall_t:15311 t:93125 epi:nan +opt_step:279189 lr:0.0003 alpha:0.02727 +2026-02-13 03:28:35 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_phoenix_t0_s2 [train] +total_reward:4071.20 total_reward_ma:3997.24 loss:-6.571 fps:97.32 +frame:1.50e+06 wall_t:15413 t:93750 epi:nan +opt_step:281064 lr:0.0003 alpha:0.0278 +2026-02-13 03:30:18 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_phoenix_t0_s2 [train] +total_reward:4017.30 total_reward_ma:3997.48 loss:-6.781 fps:97.32 +frame:1.51e+06 wall_t:15516 t:94375 epi:nan +opt_step:282939 lr:0.0003 alpha:0.0291 +2026-02-13 03:32:01 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_phoenix_t0_s2 [train] +total_reward:4039.10 total_reward_ma:3997.08 loss:-7.018 fps:97.32 +frame:1.52e+06 wall_t:15619 t:95000 epi:nan +opt_step:284814 lr:0.0003 alpha:0.02852 +2026-02-13 03:33:44 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_phoenix_t0_s2 [train] +total_reward:4031.60 total_reward_ma:3995.67 loss:-7.269 fps:97.32 +frame:1.53e+06 wall_t:15722 t:95625 epi:nan +opt_step:286689 lr:0.0003 alpha:0.02921 +2026-02-13 03:35:27 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_phoenix_t0_s2 [train] +total_reward:4038.80 total_reward_ma:3994.26 loss:-6.983 fps:97.31 +frame:1.54e+06 wall_t:15825 t:96250 epi:nan +opt_step:288564 lr:0.0003 alpha:0.02825 +2026-02-13 03:37:09 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_phoenix_t0_s2 [train] +total_reward:4077.00 total_reward_ma:3992.63 loss:-7.34 fps:97.32 +frame:1.55e+06 wall_t:15927 t:96875 epi:nan +opt_step:290439 lr:0.0003 alpha:0.02864 +2026-02-13 03:38:52 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_phoenix_t0_s2 [train] +total_reward:4081.10 total_reward_ma:3989.49 loss:-7.1 fps:97.32 +frame:1.56e+06 wall_t:16030 t:97500 epi:nan +opt_step:292314 lr:0.0003 alpha:0.02869 +2026-02-13 03:40:35 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_phoenix_t0_s2 [train] +total_reward:4058.60 total_reward_ma:3985.64 loss:-7.254 fps:97.32 +frame:1.57e+06 wall_t:16133 t:98125 epi:nan +opt_step:294189 lr:0.0003 alpha:0.02834 +2026-02-13 03:42:18 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_phoenix_t0_s2 [train] +total_reward:4056.80 total_reward_ma:3981.54 loss:-7.402 fps:97.31 +frame:1.58e+06 wall_t:16236 t:98750 epi:nan +opt_step:296064 lr:0.0003 alpha:0.02681 +2026-02-13 03:44:00 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_phoenix_t0_s2 [train] +total_reward:4107.90 total_reward_ma:3978.34 loss:-7.294 fps:97.32 +frame:1.59e+06 wall_t:16338 t:99375 epi:nan +opt_step:297939 lr:0.0003 alpha:0.02491 +2026-02-13 03:45:43 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_phoenix_t0_s2 [train] +total_reward:4102.40 total_reward_ma:3975.66 loss:-7.437 fps:97.32 +frame:1.60e+06 wall_t:16441 t:100000 epi:nan +opt_step:299814 lr:0.0003 alpha:0.02235 +2026-02-13 03:47:27 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_phoenix_t0_s2 [train] +total_reward:4132.20 total_reward_ma:3974.27 loss:-6.972 fps:97.31 +frame:1.61e+06 wall_t:16545 t:100625 epi:nan +opt_step:301689 lr:0.0003 alpha:0.01992 +2026-02-13 03:49:10 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_phoenix_t0_s2 [train] +total_reward:4080.00 total_reward_ma:3972.99 loss:-6.777 fps:97.31 +frame:1.62e+06 wall_t:16648 t:101250 epi:nan +opt_step:303564 lr:0.0003 alpha:0.01746 +2026-02-13 03:50:52 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_phoenix_t0_s2 [train] +total_reward:4038.90 total_reward_ma:3972.45 loss:-6.831 fps:97.31 +frame:1.63e+06 wall_t:16750 t:101875 epi:nan +opt_step:305439 lr:0.0003 alpha:0.01475 +2026-02-13 03:52:36 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_phoenix_t0_s2 [train] +total_reward:4087.70 total_reward_ma:3974.82 loss:-6.447 fps:97.31 +frame:1.64e+06 wall_t:16854 t:102500 epi:nan +opt_step:307314 lr:0.0003 alpha:0.01202 +2026-02-13 03:54:18 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_phoenix_t0_s2 [train] +total_reward:4112.80 total_reward_ma:3977.85 loss:-6.15 fps:97.31 +frame:1.65e+06 wall_t:16956 t:103125 epi:nan +opt_step:309189 lr:0.0003 alpha:0.009456 +2026-02-13 03:56:00 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_phoenix_t0_s2 [train] +total_reward:4114.90 total_reward_ma:3981.50 loss:-6.024 fps:97.32 +frame:1.66e+06 wall_t:17058 t:103750 epi:nan +opt_step:311064 lr:0.0003 alpha:0.007445 +2026-02-13 03:57:43 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_phoenix_t0_s2 [train] +total_reward:4134.60 total_reward_ma:3984.78 loss:-5.614 fps:97.31 +frame:1.67e+06 wall_t:17161 t:104375 epi:nan +opt_step:312939 lr:0.0003 alpha:0.006738 +2026-02-13 03:59:26 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_phoenix_t0_s2 [train] +total_reward:4140.10 total_reward_ma:3987.51 loss:-5.355 fps:97.31 +frame:1.68e+06 wall_t:17264 t:105000 epi:nan +opt_step:314814 lr:0.0003 alpha:0.006738 +2026-02-13 04:01:09 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_phoenix_t0_s2 [train] +total_reward:4108.90 total_reward_ma:3989.30 loss:-4.791 fps:97.31 +frame:1.69e+06 wall_t:17367 t:105625 epi:nan +opt_step:316689 lr:0.0003 alpha:0.006738 +2026-02-13 04:02:53 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_phoenix_t0_s2 [train] +total_reward:4165.30 total_reward_ma:3991.03 loss:-4.952 fps:97.3 +frame:1.70e+06 wall_t:17471 t:106250 epi:nan +opt_step:318564 lr:0.0003 alpha:0.006738 +2026-02-13 04:04:36 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_phoenix_t0_s2 [train] +total_reward:4047.70 total_reward_ma:3991.09 loss:-4.676 fps:97.3 +frame:1.71e+06 wall_t:17574 t:106875 epi:nan +opt_step:320439 lr:0.0003 alpha:0.006738 +2026-02-13 04:06:19 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_phoenix_t0_s2 [train] +total_reward:4119.30 total_reward_ma:3992.19 loss:-4.838 fps:97.3 +frame:1.72e+06 wall_t:17678 t:107500 epi:nan +opt_step:322314 lr:0.0003 alpha:0.006738 +2026-02-13 04:08:02 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_phoenix_t0_s2 [train] +total_reward:4060.50 total_reward_ma:3993.29 loss:-4.724 fps:97.3 +frame:1.73e+06 wall_t:17780 t:108125 epi:nan +opt_step:324189 lr:0.0003 alpha:0.006738 +2026-02-13 04:09:45 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_phoenix_t0_s2 [train] +total_reward:3939.90 total_reward_ma:3993.37 loss:-4.423 fps:97.3 +frame:1.74e+06 wall_t:17883 t:108750 epi:nan +opt_step:326064 lr:0.0003 alpha:0.006738 +2026-02-13 04:11:27 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_phoenix_t0_s2 [train] +total_reward:3903.20 total_reward_ma:3993.18 loss:-4.529 fps:97.3 +frame:1.75e+06 wall_t:17985 t:109375 epi:nan +opt_step:327939 lr:0.0003 alpha:0.006738 +2026-02-13 04:13:11 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_phoenix_t0_s2 [train] +total_reward:3854.20 total_reward_ma:3992.54 loss:-4.383 fps:97.3 +frame:1.76e+06 wall_t:18089 t:110000 epi:nan +opt_step:329814 lr:0.0003 alpha:0.006752 +2026-02-13 04:14:53 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_phoenix_t0_s2 [train] +total_reward:3857.30 total_reward_ma:3991.10 loss:-4.42 fps:97.3 +frame:1.77e+06 wall_t:18191 t:110625 epi:nan +opt_step:331689 lr:0.0003 alpha:0.00785 +2026-02-13 04:16:36 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_phoenix_t0_s2 [train] +total_reward:3907.40 total_reward_ma:3989.67 loss:-4.429 fps:97.29 +frame:1.78e+06 wall_t:18295 t:111250 epi:nan +opt_step:333564 lr:0.0003 alpha:0.01254 +2026-02-13 04:18:20 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_phoenix_t0_s2 [train] +total_reward:3826.50 total_reward_ma:3987.00 loss:-4.772 fps:97.29 +frame:1.79e+06 wall_t:18398 t:111875 epi:nan +opt_step:335439 lr:0.0003 alpha:0.01946 +2026-02-13 04:20:02 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_phoenix_t0_s2 [train] +total_reward:3795.70 total_reward_ma:3983.12 loss:-5.113 fps:97.3 +frame:1.80e+06 wall_t:18500 t:112500 epi:nan +opt_step:337314 lr:0.0003 alpha:0.01909 +2026-02-13 04:21:44 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_phoenix_t0_s2 [train] +total_reward:3873.50 total_reward_ma:3979.23 loss:-5.194 fps:97.3 +frame:1.81e+06 wall_t:18602 t:113125 epi:nan +opt_step:339189 lr:0.0003 alpha:0.01937 +2026-02-13 04:23:27 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_phoenix_t0_s2 [train] +total_reward:3924.90 total_reward_ma:3975.24 loss:-4.888 fps:97.3 +frame:1.82e+06 wall_t:18705 t:113750 epi:nan +opt_step:341064 lr:0.0003 alpha:0.01985 +2026-02-13 04:25:11 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_phoenix_t0_s2 [train] +total_reward:4015.90 total_reward_ma:3973.87 loss:-5.349 fps:97.29 +frame:1.83e+06 wall_t:18809 t:114375 epi:nan +opt_step:342939 lr:0.0003 alpha:0.02115 +2026-02-13 04:26:53 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_phoenix_t0_s2 [train] +total_reward:4012.00 total_reward_ma:3972.92 loss:-5.472 fps:97.29 +frame:1.84e+06 wall_t:18912 t:115000 epi:nan +opt_step:344814 lr:0.0003 alpha:0.02235 +2026-02-13 04:28:37 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_phoenix_t0_s2 [train] +total_reward:4045.70 total_reward_ma:3971.55 loss:-5.423 fps:97.29 +frame:1.85e+06 wall_t:19015 t:115625 epi:nan +opt_step:346689 lr:0.0003 alpha:0.02339 +2026-02-13 04:30:21 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_phoenix_t0_s2 [train] +total_reward:4066.30 total_reward_ma:3971.34 loss:-5.855 fps:97.29 +frame:1.86e+06 wall_t:19119 t:116250 epi:nan +opt_step:348564 lr:0.0003 alpha:0.02413 +2026-02-13 04:32:04 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_phoenix_t0_s2 [train] +total_reward:4053.00 total_reward_ma:3970.30 loss:-5.505 fps:97.28 +frame:1.87e+06 wall_t:19222 t:116875 epi:nan +opt_step:350439 lr:0.0003 alpha:0.02482 +2026-02-13 04:33:46 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_phoenix_t0_s2 [train] +total_reward:4051.10 total_reward_ma:3968.89 loss:-5.962 fps:97.28 +frame:1.88e+06 wall_t:19325 t:117500 epi:nan +opt_step:352314 lr:0.0003 alpha:0.02548 +2026-02-13 04:35:30 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_phoenix_t0_s2 [train] +total_reward:4111.40 total_reward_ma:3968.20 loss:-5.906 fps:97.28 +frame:1.89e+06 wall_t:19428 t:118125 epi:nan +opt_step:354189 lr:0.0003 alpha:0.02655 +2026-02-13 04:37:13 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_phoenix_t0_s2 [train] +total_reward:4130.30 total_reward_ma:3967.81 loss:-6.077 fps:97.28 +frame:1.90e+06 wall_t:19531 t:118750 epi:nan +opt_step:356064 lr:0.0003 alpha:0.02667 +2026-02-13 04:38:56 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_phoenix_t0_s2 [train] +total_reward:4167.40 total_reward_ma:3968.48 loss:-6.441 fps:97.28 +frame:1.91e+06 wall_t:19634 t:119375 epi:nan +opt_step:357939 lr:0.0003 alpha:0.02597 +2026-02-13 04:40:38 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_phoenix_t0_s2 [train] +total_reward:4160.20 total_reward_ma:3969.77 loss:-6.454 fps:97.28 +frame:1.92e+06 wall_t:19736 t:120000 epi:nan +opt_step:359814 lr:0.0003 alpha:0.02636 +2026-02-13 04:42:21 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_phoenix_t0_s2 [train] +total_reward:4175.90 total_reward_ma:3971.19 loss:-6.649 fps:97.28 +frame:1.93e+06 wall_t:19839 t:120625 epi:nan +opt_step:361689 lr:0.0003 alpha:0.02483 +2026-02-13 04:44:03 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_phoenix_t0_s2 [train] +total_reward:4228.50 total_reward_ma:3973.82 loss:-6.723 fps:97.29 +frame:1.94e+06 wall_t:19941 t:121250 epi:nan +opt_step:363564 lr:0.0003 alpha:0.0232 +2026-02-13 04:45:46 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_phoenix_t0_s2 [train] +total_reward:4232.20 total_reward_ma:3976.95 loss:-6.331 fps:97.29 +frame:1.95e+06 wall_t:20044 t:121875 epi:nan +opt_step:365439 lr:0.0003 alpha:0.02184 +2026-02-13 04:47:29 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_phoenix_t0_s2 [train] +total_reward:4254.50 total_reward_ma:3980.45 loss:-6.682 fps:97.28 +frame:1.96e+06 wall_t:20147 t:122500 epi:nan +opt_step:367314 lr:0.0003 alpha:0.02025 +2026-02-13 04:49:13 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_phoenix_t0_s2 [train] +total_reward:4305.10 total_reward_ma:3983.99 loss:-6.624 fps:97.28 +frame:1.97e+06 wall_t:20251 t:123125 epi:nan +opt_step:369189 lr:0.0003 alpha:0.01822 +2026-02-13 04:50:56 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_phoenix_t0_s2 [train] +total_reward:4332.40 total_reward_ma:3988.07 loss:-6.029 fps:97.28 +frame:1.98e+06 wall_t:20354 t:123750 epi:nan +opt_step:371064 lr:0.0003 alpha:0.01559 +2026-02-13 04:52:39 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_phoenix_t0_s2 [train] +total_reward:4331.90 total_reward_ma:3993.11 loss:-5.84 fps:97.27 +frame:1.99e+06 wall_t:20458 t:124375 epi:nan +opt_step:372939 lr:0.0003 alpha:0.01269 +2026-02-13 04:54:22 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_phoenix_t0_s2 [train] +total_reward:4389.30 total_reward_ma:3998.30 loss:-5.466 fps:97.28 +frame:2.00e+06 wall_t:20560 t:125000 epi:nan +opt_step:374814 lr:0.0003 alpha:0.01019 +2026-02-13 04:54:23 | INFO | PID:1408 | slm_lab.lib.logger:info | Session 2 done diff --git a/data/sac_atari_phoenix_2026_02_12_231134/log/sac_atari_phoenix_t0_s3.log b/data/sac_atari_phoenix_2026_02_12_231134/log/sac_atari_phoenix_t0_s3.log new file mode 100644 index 0000000000000000000000000000000000000000..2926de3f71043364ffb830e95b9387b1151b4e86 --- /dev/null +++ b/data/sac_atari_phoenix_2026_02_12_231134/log/sac_atari_phoenix_t0_s3.log @@ -0,0 +1,802 @@ +2026-02-12 23:11:39 | INFO | PID:1409 | slm_lab.env:_make_vector_env | AtariVectorEnv: 16 envs, native preprocessing +2026-02-12 23:14:01 | INFO | PID:1409 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_phoenix_t0_s3 [train] +total_reward:280.00 total_reward_ma:280.00 loss:-13.31 fps:71.94 +frame:1.00e+04 wall_t:139 t:625 epi:nan +opt_step:1689 lr:0.0003 alpha:0.6322 +2026-02-12 23:15:44 | INFO | PID:1409 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_phoenix_t0_s3 [train] +total_reward:535.83 total_reward_ma:407.92 loss:-20.54 fps:82.64 +frame:2.00e+04 wall_t:242 t:1250 epi:nan +opt_step:3564 lr:0.0003 alpha:0.4048 +2026-02-12 23:17:27 | INFO | PID:1409 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_phoenix_t0_s3 [train] +total_reward:577.14 total_reward_ma:464.33 loss:-24.31 fps:86.96 +frame:3.00e+04 wall_t:345 t:1875 epi:nan +opt_step:5439 lr:0.0003 alpha:0.2657 +2026-02-12 23:19:11 | INFO | PID:1409 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_phoenix_t0_s3 [train] +total_reward:545.16 total_reward_ma:484.53 loss:-25.46 fps:89.09 +frame:4.00e+04 wall_t:449 t:2500 epi:nan +opt_step:7314 lr:0.0003 alpha:0.1762 +2026-02-12 23:20:55 | INFO | PID:1409 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_phoenix_t0_s3 [train] +total_reward:737.25 total_reward_ma:535.08 loss:-25.37 fps:90.42 +frame:5.00e+04 wall_t:553 t:3125 epi:nan +opt_step:9189 lr:0.0003 alpha:0.118 +2026-02-12 23:22:38 | INFO | PID:1409 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_phoenix_t0_s3 [train] +total_reward:712.88 total_reward_ma:564.71 loss:-25.6 fps:91.46 +frame:6.00e+04 wall_t:656 t:3750 epi:nan +opt_step:11064 lr:0.0003 alpha:0.08014 +2026-02-12 23:24:22 | INFO | PID:1409 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_phoenix_t0_s3 [train] +total_reward:664.12 total_reward_ma:578.91 loss:-23.76 fps:92.11 +frame:7.00e+04 wall_t:760 t:4375 epi:nan +opt_step:12939 lr:0.0003 alpha:0.05576 +2026-02-12 23:26:05 | INFO | PID:1409 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_phoenix_t0_s3 [train] +total_reward:663.76 total_reward_ma:589.52 loss:-23.2 fps:92.7 +frame:8.00e+04 wall_t:863 t:5000 epi:nan +opt_step:14814 lr:0.0003 alpha:0.04045 +2026-02-12 23:27:48 | INFO | PID:1409 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_phoenix_t0_s3 [train] +total_reward:634.70 total_reward_ma:594.54 loss:-21.55 fps:93.17 +frame:9.00e+04 wall_t:966 t:5625 epi:nan +opt_step:16689 lr:0.0003 alpha:0.03146 +2026-02-12 23:29:31 | INFO | PID:1409 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_phoenix_t0_s3 [train] +total_reward:642.60 total_reward_ma:599.35 loss:-19.47 fps:93.55 +frame:1.00e+05 wall_t:1069 t:6250 epi:nan +opt_step:18564 lr:0.0003 alpha:0.02686 +2026-02-12 23:31:15 | INFO | PID:1409 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_phoenix_t0_s3 [train] +total_reward:650.50 total_reward_ma:604.00 loss:-18.57 fps:93.78 +frame:1.10e+05 wall_t:1173 t:6875 epi:nan +opt_step:20439 lr:0.0003 alpha:0.02527 +2026-02-12 23:32:58 | INFO | PID:1409 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_phoenix_t0_s3 [train] +total_reward:601.00 total_reward_ma:603.75 loss:-18.13 fps:94.04 +frame:1.20e+05 wall_t:1276 t:7500 epi:nan +opt_step:22314 lr:0.0003 alpha:0.02741 +2026-02-12 23:34:40 | INFO | PID:1409 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_phoenix_t0_s3 [train] +total_reward:556.90 total_reward_ma:600.14 loss:-16.77 fps:94.34 +frame:1.30e+05 wall_t:1378 t:8125 epi:nan +opt_step:24189 lr:0.0003 alpha:0.02682 +2026-02-12 23:36:24 | INFO | PID:1409 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_phoenix_t0_s3 [train] +total_reward:554.10 total_reward_ma:596.85 loss:-14.89 fps:94.47 +frame:1.40e+05 wall_t:1482 t:8750 epi:nan +opt_step:26064 lr:0.0003 alpha:0.0268 +2026-02-12 23:38:06 | INFO | PID:1409 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_phoenix_t0_s3 [train] +total_reward:554.10 total_reward_ma:594.00 loss:-14.32 fps:94.7 +frame:1.50e+05 wall_t:1584 t:9375 epi:nan +opt_step:27939 lr:0.0003 alpha:0.02375 +2026-02-12 23:39:48 | INFO | PID:1409 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_phoenix_t0_s3 [train] +total_reward:554.10 total_reward_ma:591.51 loss:-14.05 fps:94.9 +frame:1.60e+05 wall_t:1686 t:10000 epi:nan +opt_step:29814 lr:0.0003 alpha:0.02154 +2026-02-12 23:41:31 | INFO | PID:1409 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_phoenix_t0_s3 [train] +total_reward:529.80 total_reward_ma:587.88 loss:-12.71 fps:94.97 +frame:1.70e+05 wall_t:1790 t:10625 epi:nan +opt_step:31689 lr:0.0003 alpha:0.0218 +2026-02-12 23:43:15 | INFO | PID:1409 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_phoenix_t0_s3 [train] +total_reward:561.00 total_reward_ma:586.39 loss:-12.25 fps:95.09 +frame:1.80e+05 wall_t:1893 t:11250 epi:nan +opt_step:33564 lr:0.0003 alpha:0.02099 +2026-02-12 23:44:58 | INFO | PID:1409 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_phoenix_t0_s3 [train] +total_reward:529.90 total_reward_ma:583.41 loss:-11.83 fps:95.19 +frame:1.90e+05 wall_t:1996 t:11875 epi:nan +opt_step:35439 lr:0.0003 alpha:0.02144 +2026-02-12 23:46:40 | INFO | PID:1409 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_phoenix_t0_s3 [train] +total_reward:590.90 total_reward_ma:583.79 loss:-11.45 fps:95.28 +frame:2.00e+05 wall_t:2099 t:12500 epi:nan +opt_step:37314 lr:0.0003 alpha:0.02119 +2026-02-12 23:48:23 | INFO | PID:1409 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_phoenix_t0_s3 [train] +total_reward:612.40 total_reward_ma:585.15 loss:-10.95 fps:95.41 +frame:2.10e+05 wall_t:2201 t:13125 epi:nan +opt_step:39189 lr:0.0003 alpha:0.01887 +2026-02-12 23:50:06 | INFO | PID:1409 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_phoenix_t0_s3 [train] +total_reward:635.40 total_reward_ma:587.43 loss:-9.803 fps:95.49 +frame:2.20e+05 wall_t:2304 t:13750 epi:nan +opt_step:41064 lr:0.0003 alpha:0.01999 +2026-02-12 23:51:49 | INFO | PID:1409 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_phoenix_t0_s3 [train] +total_reward:682.10 total_reward_ma:591.55 loss:-9.571 fps:95.55 +frame:2.30e+05 wall_t:2407 t:14375 epi:nan +opt_step:42939 lr:0.0003 alpha:0.0196 +2026-02-12 23:53:32 | INFO | PID:1409 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_phoenix_t0_s3 [train] +total_reward:722.40 total_reward_ma:597.00 loss:-8.902 fps:95.62 +frame:2.40e+05 wall_t:2510 t:15000 epi:nan +opt_step:44814 lr:0.0003 alpha:0.02224 +2026-02-12 23:55:15 | INFO | PID:1409 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_phoenix_t0_s3 [train] +total_reward:847.50 total_reward_ma:607.02 loss:-8.796 fps:95.68 +frame:2.50e+05 wall_t:2613 t:15625 epi:nan +opt_step:46689 lr:0.0003 alpha:0.02306 +2026-02-12 23:56:57 | INFO | PID:1409 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_phoenix_t0_s3 [train] +total_reward:1004.20 total_reward_ma:622.30 loss:-8.806 fps:95.73 +frame:2.60e+05 wall_t:2716 t:16250 epi:nan +opt_step:48564 lr:0.0003 alpha:0.02445 +2026-02-12 23:58:40 | INFO | PID:1409 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_phoenix_t0_s3 [train] +total_reward:1111.00 total_reward_ma:640.40 loss:-8.215 fps:95.81 +frame:2.70e+05 wall_t:2818 t:16875 epi:nan +opt_step:50439 lr:0.0003 alpha:0.02535 +2026-02-13 00:00:22 | INFO | PID:1409 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_phoenix_t0_s3 [train] +total_reward:1241.10 total_reward_ma:661.85 loss:-8.196 fps:95.86 +frame:2.80e+05 wall_t:2921 t:17500 epi:nan +opt_step:52314 lr:0.0003 alpha:0.02465 +2026-02-13 00:02:06 | INFO | PID:1409 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_phoenix_t0_s3 [train] +total_reward:1405.10 total_reward_ma:687.48 loss:-7.949 fps:95.9 +frame:2.90e+05 wall_t:3024 t:18125 epi:nan +opt_step:54189 lr:0.0003 alpha:0.02476 +2026-02-13 00:03:48 | INFO | PID:1409 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_phoenix_t0_s3 [train] +total_reward:1635.10 total_reward_ma:719.07 loss:-7.713 fps:95.94 +frame:3.00e+05 wall_t:3127 t:18750 epi:nan +opt_step:56064 lr:0.0003 alpha:0.02492 +2026-02-13 00:05:31 | INFO | PID:1409 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_phoenix_t0_s3 [train] +total_reward:1727.00 total_reward_ma:751.58 loss:-7.913 fps:96 +frame:3.10e+05 wall_t:3229 t:19375 epi:nan +opt_step:57939 lr:0.0003 alpha:0.02524 +2026-02-13 00:07:14 | INFO | PID:1409 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_phoenix_t0_s3 [train] +total_reward:1958.30 total_reward_ma:789.29 loss:-7.801 fps:96.04 +frame:3.20e+05 wall_t:3332 t:20000 epi:nan +opt_step:59814 lr:0.0003 alpha:0.0259 +2026-02-13 00:08:56 | INFO | PID:1409 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_phoenix_t0_s3 [train] +total_reward:2059.10 total_reward_ma:827.77 loss:-7.801 fps:96.1 +frame:3.30e+05 wall_t:3434 t:20625 epi:nan +opt_step:61689 lr:0.0003 alpha:0.02577 +2026-02-13 00:10:39 | INFO | PID:1409 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_phoenix_t0_s3 [train] +total_reward:2287.90 total_reward_ma:870.72 loss:-7.897 fps:96.13 +frame:3.40e+05 wall_t:3537 t:21250 epi:nan +opt_step:63564 lr:0.0003 alpha:0.02658 +2026-02-13 00:12:22 | INFO | PID:1409 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_phoenix_t0_s3 [train] +total_reward:2467.70 total_reward_ma:916.34 loss:-7.815 fps:96.15 +frame:3.50e+05 wall_t:3640 t:21875 epi:nan +opt_step:65439 lr:0.0003 alpha:0.02581 +2026-02-13 00:14:04 | INFO | PID:1409 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_phoenix_t0_s3 [train] +total_reward:2576.10 total_reward_ma:962.45 loss:-7.717 fps:96.21 +frame:3.60e+05 wall_t:3742 t:22500 epi:nan +opt_step:67314 lr:0.0003 alpha:0.02546 +2026-02-13 00:15:47 | INFO | PID:1409 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_phoenix_t0_s3 [train] +total_reward:2715.30 total_reward_ma:1009.82 loss:-7.666 fps:96.23 +frame:3.70e+05 wall_t:3845 t:23125 epi:nan +opt_step:69189 lr:0.0003 alpha:0.02613 +2026-02-13 00:17:30 | INFO | PID:1409 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_phoenix_t0_s3 [train] +total_reward:2868.00 total_reward_ma:1058.72 loss:-7.598 fps:96.25 +frame:3.80e+05 wall_t:3948 t:23750 epi:nan +opt_step:71064 lr:0.0003 alpha:0.02583 +2026-02-13 00:19:13 | INFO | PID:1409 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_phoenix_t0_s3 [train] +total_reward:3025.70 total_reward_ma:1109.16 loss:-7.871 fps:96.27 +frame:3.90e+05 wall_t:4051 t:24375 epi:nan +opt_step:72939 lr:0.0003 alpha:0.02559 +2026-02-13 00:20:58 | INFO | PID:1409 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_phoenix_t0_s3 [train] +total_reward:3222.30 total_reward_ma:1161.99 loss:-7.776 fps:96.25 +frame:4.00e+05 wall_t:4156 t:25000 epi:nan +opt_step:74814 lr:0.0003 alpha:0.025 +2026-02-13 00:22:42 | INFO | PID:1409 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_phoenix_t0_s3 [train] +total_reward:3335.00 total_reward_ma:1214.99 loss:-7.756 fps:96.24 +frame:4.10e+05 wall_t:4260 t:25625 epi:nan +opt_step:76689 lr:0.0003 alpha:0.02489 +2026-02-13 00:24:26 | INFO | PID:1409 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_phoenix_t0_s3 [train] +total_reward:3471.60 total_reward_ma:1268.72 loss:-7.679 fps:96.24 +frame:4.20e+05 wall_t:4364 t:26250 epi:nan +opt_step:78564 lr:0.0003 alpha:0.02368 +2026-02-13 00:26:11 | INFO | PID:1409 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_phoenix_t0_s3 [train] +total_reward:3550.00 total_reward_ma:1321.77 loss:-7.946 fps:96.22 +frame:4.30e+05 wall_t:4469 t:26875 epi:nan +opt_step:80439 lr:0.0003 alpha:0.02321 +2026-02-13 00:27:55 | INFO | PID:1409 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_phoenix_t0_s3 [train] +total_reward:3654.80 total_reward_ma:1374.79 loss:-7.617 fps:96.22 +frame:4.40e+05 wall_t:4573 t:27500 epi:nan +opt_step:82314 lr:0.0003 alpha:0.02301 +2026-02-13 00:29:40 | INFO | PID:1409 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_phoenix_t0_s3 [train] +total_reward:3702.90 total_reward_ma:1426.53 loss:-7.577 fps:96.19 +frame:4.50e+05 wall_t:4678 t:28125 epi:nan +opt_step:84189 lr:0.0003 alpha:0.02246 +2026-02-13 00:31:24 | INFO | PID:1409 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_phoenix_t0_s3 [train] +total_reward:3800.20 total_reward_ma:1478.13 loss:-7.625 fps:96.19 +frame:4.60e+05 wall_t:4782 t:28750 epi:nan +opt_step:86064 lr:0.0003 alpha:0.02239 +2026-02-13 00:33:09 | INFO | PID:1409 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_phoenix_t0_s3 [train] +total_reward:3876.50 total_reward_ma:1529.16 loss:-7.26 fps:96.17 +frame:4.70e+05 wall_t:4887 t:29375 epi:nan +opt_step:87939 lr:0.0003 alpha:0.02112 +2026-02-13 00:34:53 | INFO | PID:1409 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_phoenix_t0_s3 [train] +total_reward:3858.80 total_reward_ma:1577.69 loss:-7.076 fps:96.17 +frame:4.80e+05 wall_t:4991 t:30000 epi:nan +opt_step:89814 lr:0.0003 alpha:0.02044 +2026-02-13 00:36:37 | INFO | PID:1409 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_phoenix_t0_s3 [train] +total_reward:3920.90 total_reward_ma:1625.51 loss:-7.188 fps:96.17 +frame:4.90e+05 wall_t:5095 t:30625 epi:nan +opt_step:91689 lr:0.0003 alpha:0.01971 +2026-02-13 00:38:21 | INFO | PID:1409 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_phoenix_t0_s3 [train] +total_reward:3981.30 total_reward_ma:1672.63 loss:-7.187 fps:96.17 +frame:5.00e+05 wall_t:5199 t:31250 epi:nan +opt_step:93564 lr:0.0003 alpha:0.0194 +2026-02-13 00:40:06 | INFO | PID:1409 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_phoenix_t0_s3 [train] +total_reward:4052.00 total_reward_ma:1719.28 loss:-7.061 fps:96.15 +frame:5.10e+05 wall_t:5304 t:31875 epi:nan +opt_step:95439 lr:0.0003 alpha:0.01883 +2026-02-13 00:41:50 | INFO | PID:1409 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_phoenix_t0_s3 [train] +total_reward:4102.50 total_reward_ma:1765.11 loss:-6.693 fps:96.14 +frame:5.20e+05 wall_t:5409 t:32500 epi:nan +opt_step:97314 lr:0.0003 alpha:0.01862 +2026-02-13 00:43:36 | INFO | PID:1409 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_phoenix_t0_s3 [train] +total_reward:4087.70 total_reward_ma:1808.94 loss:-6.666 fps:96.12 +frame:5.30e+05 wall_t:5514 t:33125 epi:nan +opt_step:99189 lr:0.0003 alpha:0.0181 +2026-02-13 00:45:20 | INFO | PID:1409 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_phoenix_t0_s3 [train] +total_reward:4094.50 total_reward_ma:1851.26 loss:-6.821 fps:96.12 +frame:5.40e+05 wall_t:5618 t:33750 epi:nan +opt_step:101064 lr:0.0003 alpha:0.01745 +2026-02-13 00:47:02 | INFO | PID:1409 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_phoenix_t0_s3 [train] +total_reward:4095.30 total_reward_ma:1892.06 loss:-6.235 fps:96.15 +frame:5.50e+05 wall_t:5720 t:34375 epi:nan +opt_step:102939 lr:0.0003 alpha:0.0181 +2026-02-13 00:48:44 | INFO | PID:1409 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_phoenix_t0_s3 [train] +total_reward:3954.90 total_reward_ma:1928.90 loss:-6.498 fps:96.17 +frame:5.60e+05 wall_t:5823 t:35000 epi:nan +opt_step:104814 lr:0.0003 alpha:0.01801 +2026-02-13 00:50:27 | INFO | PID:1409 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_phoenix_t0_s3 [train] +total_reward:3872.80 total_reward_ma:1963.00 loss:-6.55 fps:96.2 +frame:5.70e+05 wall_t:5925 t:35625 epi:nan +opt_step:106689 lr:0.0003 alpha:0.01919 +2026-02-13 00:52:10 | INFO | PID:1409 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_phoenix_t0_s3 [train] +total_reward:3767.30 total_reward_ma:1994.11 loss:-6.535 fps:96.22 +frame:5.80e+05 wall_t:6028 t:36250 epi:nan +opt_step:108564 lr:0.0003 alpha:0.02082 +2026-02-13 00:53:52 | INFO | PID:1409 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_phoenix_t0_s3 [train] +total_reward:3572.70 total_reward_ma:2020.87 loss:-6.226 fps:96.25 +frame:5.90e+05 wall_t:6130 t:36875 epi:nan +opt_step:110439 lr:0.0003 alpha:0.02208 +2026-02-13 00:55:35 | INFO | PID:1409 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_phoenix_t0_s3 [train] +total_reward:3402.90 total_reward_ma:2043.90 loss:-6.631 fps:96.26 +frame:6.00e+05 wall_t:6233 t:37500 epi:nan +opt_step:112314 lr:0.0003 alpha:0.02638 +2026-02-13 00:57:17 | INFO | PID:1409 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_phoenix_t0_s3 [train] +total_reward:3439.20 total_reward_ma:2066.77 loss:-6.97 fps:96.28 +frame:6.10e+05 wall_t:6336 t:38125 epi:nan +opt_step:114189 lr:0.0003 alpha:0.03583 +2026-02-13 00:59:00 | INFO | PID:1409 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_phoenix_t0_s3 [train] +total_reward:3381.80 total_reward_ma:2087.98 loss:-7.319 fps:96.3 +frame:6.20e+05 wall_t:6438 t:38750 epi:nan +opt_step:116064 lr:0.0003 alpha:0.03424 +2026-02-13 01:00:42 | INFO | PID:1409 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_phoenix_t0_s3 [train] +total_reward:3364.90 total_reward_ma:2108.25 loss:-7.516 fps:96.33 +frame:6.30e+05 wall_t:6540 t:39375 epi:nan +opt_step:117939 lr:0.0003 alpha:0.0276 +2026-02-13 01:02:25 | INFO | PID:1409 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_phoenix_t0_s3 [train] +total_reward:3361.90 total_reward_ma:2127.84 loss:-7.542 fps:96.34 +frame:6.40e+05 wall_t:6643 t:40000 epi:nan +opt_step:119814 lr:0.0003 alpha:0.02852 +2026-02-13 01:04:08 | INFO | PID:1409 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_phoenix_t0_s3 [train] +total_reward:3287.70 total_reward_ma:2145.69 loss:-7.806 fps:96.35 +frame:6.50e+05 wall_t:6746 t:40625 epi:nan +opt_step:121689 lr:0.0003 alpha:0.02958 +2026-02-13 01:05:51 | INFO | PID:1409 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_phoenix_t0_s3 [train] +total_reward:3314.70 total_reward_ma:2163.40 loss:-7.775 fps:96.36 +frame:6.60e+05 wall_t:6849 t:41250 epi:nan +opt_step:123564 lr:0.0003 alpha:0.0306 +2026-02-13 01:07:33 | INFO | PID:1409 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_phoenix_t0_s3 [train] +total_reward:3346.80 total_reward_ma:2181.06 loss:-7.62 fps:96.39 +frame:6.70e+05 wall_t:6951 t:41875 epi:nan +opt_step:125439 lr:0.0003 alpha:0.03241 +2026-02-13 01:09:17 | INFO | PID:1409 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_phoenix_t0_s3 [train] +total_reward:3404.30 total_reward_ma:2199.05 loss:-8.012 fps:96.39 +frame:6.80e+05 wall_t:7055 t:42500 epi:nan +opt_step:127314 lr:0.0003 alpha:0.03306 +2026-02-13 01:10:59 | INFO | PID:1409 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_phoenix_t0_s3 [train] +total_reward:3477.40 total_reward_ma:2217.58 loss:-8.192 fps:96.41 +frame:6.90e+05 wall_t:7157 t:43125 epi:nan +opt_step:129189 lr:0.0003 alpha:0.03439 +2026-02-13 01:12:42 | INFO | PID:1409 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_phoenix_t0_s3 [train] +total_reward:3471.30 total_reward_ma:2235.49 loss:-8.247 fps:96.42 +frame:7.00e+05 wall_t:7260 t:43750 epi:nan +opt_step:131064 lr:0.0003 alpha:0.03591 +2026-02-13 01:14:24 | INFO | PID:1409 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_phoenix_t0_s3 [train] +total_reward:3474.10 total_reward_ma:2252.93 loss:-8.249 fps:96.44 +frame:7.10e+05 wall_t:7362 t:44375 epi:nan +opt_step:132939 lr:0.0003 alpha:0.03681 +2026-02-13 01:16:07 | INFO | PID:1409 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_phoenix_t0_s3 [train] +total_reward:3489.00 total_reward_ma:2270.10 loss:-8.644 fps:96.45 +frame:7.20e+05 wall_t:7465 t:45000 epi:nan +opt_step:134814 lr:0.0003 alpha:0.0377 +2026-02-13 01:17:50 | INFO | PID:1409 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_phoenix_t0_s3 [train] +total_reward:3493.50 total_reward_ma:2286.86 loss:-8.575 fps:96.46 +frame:7.30e+05 wall_t:7568 t:45625 epi:nan +opt_step:136689 lr:0.0003 alpha:0.03824 +2026-02-13 01:19:32 | INFO | PID:1409 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_phoenix_t0_s3 [train] +total_reward:3495.20 total_reward_ma:2303.19 loss:-8.941 fps:96.47 +frame:7.40e+05 wall_t:7671 t:46250 epi:nan +opt_step:138564 lr:0.0003 alpha:0.03922 +2026-02-13 01:21:15 | INFO | PID:1409 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_phoenix_t0_s3 [train] +total_reward:3567.60 total_reward_ma:2320.05 loss:-9.021 fps:96.49 +frame:7.50e+05 wall_t:7773 t:46875 epi:nan +opt_step:140439 lr:0.0003 alpha:0.03972 +2026-02-13 01:22:58 | INFO | PID:1409 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_phoenix_t0_s3 [train] +total_reward:3517.20 total_reward_ma:2335.80 loss:-9.25 fps:96.5 +frame:7.60e+05 wall_t:7876 t:47500 epi:nan +opt_step:142314 lr:0.0003 alpha:0.04057 +2026-02-13 01:24:41 | INFO | PID:1409 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_phoenix_t0_s3 [train] +total_reward:3582.50 total_reward_ma:2351.99 loss:-9.354 fps:96.5 +frame:7.70e+05 wall_t:7979 t:48125 epi:nan +opt_step:144189 lr:0.0003 alpha:0.0398 +2026-02-13 01:26:23 | INFO | PID:1409 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_phoenix_t0_s3 [train] +total_reward:3610.20 total_reward_ma:2368.12 loss:-9.574 fps:96.52 +frame:7.80e+05 wall_t:8081 t:48750 epi:nan +opt_step:146064 lr:0.0003 alpha:0.0393 +2026-02-13 01:28:06 | INFO | PID:1409 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_phoenix_t0_s3 [train] +total_reward:3610.20 total_reward_ma:2383.84 loss:-9.541 fps:96.53 +frame:7.90e+05 wall_t:8184 t:49375 epi:nan +opt_step:147939 lr:0.0003 alpha:0.0397 +2026-02-13 01:29:48 | INFO | PID:1409 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_phoenix_t0_s3 [train] +total_reward:3633.80 total_reward_ma:2399.47 loss:-9.438 fps:96.55 +frame:8.00e+05 wall_t:8286 t:50000 epi:nan +opt_step:149814 lr:0.0003 alpha:0.03938 +2026-02-13 01:31:30 | INFO | PID:1409 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_phoenix_t0_s3 [train] +total_reward:3785.20 total_reward_ma:2416.57 loss:-9.468 fps:96.57 +frame:8.10e+05 wall_t:8388 t:50625 epi:nan +opt_step:151689 lr:0.0003 alpha:0.03878 +2026-02-13 01:33:13 | INFO | PID:1409 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_phoenix_t0_s3 [train] +total_reward:3696.10 total_reward_ma:2432.18 loss:-9.895 fps:96.57 +frame:8.20e+05 wall_t:8491 t:51250 epi:nan +opt_step:153564 lr:0.0003 alpha:0.03801 +2026-02-13 01:34:56 | INFO | PID:1409 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_phoenix_t0_s3 [train] +total_reward:3800.10 total_reward_ma:2448.66 loss:-9.653 fps:96.58 +frame:8.30e+05 wall_t:8594 t:51875 epi:nan +opt_step:155439 lr:0.0003 alpha:0.03758 +2026-02-13 01:36:38 | INFO | PID:1409 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_phoenix_t0_s3 [train] +total_reward:3811.00 total_reward_ma:2464.88 loss:-9.795 fps:96.6 +frame:8.40e+05 wall_t:8696 t:52500 epi:nan +opt_step:157314 lr:0.0003 alpha:0.03742 +2026-02-13 01:38:20 | INFO | PID:1409 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_phoenix_t0_s3 [train] +total_reward:3805.90 total_reward_ma:2480.65 loss:-9.593 fps:96.61 +frame:8.50e+05 wall_t:8798 t:53125 epi:nan +opt_step:159189 lr:0.0003 alpha:0.03688 +2026-02-13 01:40:03 | INFO | PID:1409 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_phoenix_t0_s3 [train] +total_reward:3823.60 total_reward_ma:2496.27 loss:-9.999 fps:96.62 +frame:8.60e+05 wall_t:8901 t:53750 epi:nan +opt_step:161064 lr:0.0003 alpha:0.0368 +2026-02-13 01:41:46 | INFO | PID:1409 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_phoenix_t0_s3 [train] +total_reward:3814.70 total_reward_ma:2511.42 loss:-9.801 fps:96.62 +frame:8.70e+05 wall_t:9004 t:54375 epi:nan +opt_step:162939 lr:0.0003 alpha:0.03643 +2026-02-13 01:43:28 | INFO | PID:1409 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_phoenix_t0_s3 [train] +total_reward:3803.10 total_reward_ma:2526.10 loss:-9.928 fps:96.64 +frame:8.80e+05 wall_t:9106 t:55000 epi:nan +opt_step:164814 lr:0.0003 alpha:0.03597 +2026-02-13 01:45:11 | INFO | PID:1409 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_phoenix_t0_s3 [train] +total_reward:3862.20 total_reward_ma:2541.12 loss:-9.526 fps:96.64 +frame:8.90e+05 wall_t:9209 t:55625 epi:nan +opt_step:166689 lr:0.0003 alpha:0.03579 +2026-02-13 01:46:53 | INFO | PID:1409 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_phoenix_t0_s3 [train] +total_reward:3879.90 total_reward_ma:2555.99 loss:-9.831 fps:96.66 +frame:9.00e+05 wall_t:9311 t:56250 epi:nan +opt_step:168564 lr:0.0003 alpha:0.03573 +2026-02-13 01:48:36 | INFO | PID:1409 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_phoenix_t0_s3 [train] +total_reward:3863.90 total_reward_ma:2570.36 loss:-9.539 fps:96.66 +frame:9.10e+05 wall_t:9414 t:56875 epi:nan +opt_step:170439 lr:0.0003 alpha:0.03582 +2026-02-13 01:50:19 | INFO | PID:1409 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_phoenix_t0_s3 [train] +total_reward:3801.90 total_reward_ma:2583.75 loss:-9.865 fps:96.67 +frame:9.20e+05 wall_t:9517 t:57500 epi:nan +opt_step:172314 lr:0.0003 alpha:0.03591 +2026-02-13 01:52:02 | INFO | PID:1409 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_phoenix_t0_s3 [train] +total_reward:3673.00 total_reward_ma:2595.46 loss:-9.641 fps:96.67 +frame:9.30e+05 wall_t:9620 t:58125 epi:nan +opt_step:174189 lr:0.0003 alpha:0.03585 +2026-02-13 01:53:45 | INFO | PID:1409 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_phoenix_t0_s3 [train] +total_reward:3558.20 total_reward_ma:2605.70 loss:-9.807 fps:96.68 +frame:9.40e+05 wall_t:9723 t:58750 epi:nan +opt_step:176064 lr:0.0003 alpha:0.03577 +2026-02-13 01:55:27 | INFO | PID:1409 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_phoenix_t0_s3 [train] +total_reward:3577.80 total_reward_ma:2615.94 loss:-9.78 fps:96.69 +frame:9.50e+05 wall_t:9825 t:59375 epi:nan +opt_step:177939 lr:0.0003 alpha:0.03633 +2026-02-13 01:57:10 | INFO | PID:1409 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_phoenix_t0_s3 [train] +total_reward:3551.20 total_reward_ma:2625.68 loss:-9.46 fps:96.7 +frame:9.60e+05 wall_t:9928 t:60000 epi:nan +opt_step:179814 lr:0.0003 alpha:0.03636 +2026-02-13 01:58:52 | INFO | PID:1409 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_phoenix_t0_s3 [train] +total_reward:3535.80 total_reward_ma:2635.06 loss:-9.659 fps:96.71 +frame:9.70e+05 wall_t:10030 t:60625 epi:nan +opt_step:181689 lr:0.0003 alpha:0.03604 +2026-02-13 02:00:34 | INFO | PID:1409 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_phoenix_t0_s3 [train] +total_reward:3638.60 total_reward_ma:2645.30 loss:-9.43 fps:96.72 +frame:9.80e+05 wall_t:10132 t:61250 epi:nan +opt_step:183564 lr:0.0003 alpha:0.03632 +2026-02-13 02:02:16 | INFO | PID:1409 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_phoenix_t0_s3 [train] +total_reward:3696.60 total_reward_ma:2655.92 loss:-9.978 fps:96.74 +frame:9.90e+05 wall_t:10234 t:61875 epi:nan +opt_step:185439 lr:0.0003 alpha:0.03594 +2026-02-13 02:03:59 | INFO | PID:1409 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_phoenix_t0_s3 [train] +total_reward:3802.90 total_reward_ma:2667.39 loss:-9.667 fps:96.74 +frame:1.00e+06 wall_t:10337 t:62500 epi:nan +opt_step:187314 lr:0.0003 alpha:0.03624 +2026-02-13 02:05:41 | INFO | PID:1409 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_phoenix_t0_s3 [train] +total_reward:3857.80 total_reward_ma:2703.17 loss:-9.74 fps:96.74 +frame:1.01e+06 wall_t:10440 t:63125 epi:nan +opt_step:189189 lr:0.0003 alpha:0.03666 +2026-02-13 02:07:24 | INFO | PID:1409 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_phoenix_t0_s3 [train] +total_reward:3823.80 total_reward_ma:2736.05 loss:-9.692 fps:96.76 +frame:1.02e+06 wall_t:10542 t:63750 epi:nan +opt_step:191064 lr:0.0003 alpha:0.03639 +2026-02-13 02:09:06 | INFO | PID:1409 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_phoenix_t0_s3 [train] +total_reward:3798.10 total_reward_ma:2768.26 loss:-9.808 fps:96.77 +frame:1.03e+06 wall_t:10644 t:64375 epi:nan +opt_step:192939 lr:0.0003 alpha:0.03593 +2026-02-13 02:10:48 | INFO | PID:1409 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_phoenix_t0_s3 [train] +total_reward:3805.80 total_reward_ma:2800.86 loss:-9.963 fps:96.78 +frame:1.04e+06 wall_t:10746 t:65000 epi:nan +opt_step:194814 lr:0.0003 alpha:0.03598 +2026-02-13 02:12:31 | INFO | PID:1409 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_phoenix_t0_s3 [train] +total_reward:3892.60 total_reward_ma:2832.42 loss:-9.761 fps:96.78 +frame:1.05e+06 wall_t:10849 t:65625 epi:nan +opt_step:196689 lr:0.0003 alpha:0.03514 +2026-02-13 02:14:13 | INFO | PID:1409 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_phoenix_t0_s3 [train] +total_reward:3914.30 total_reward_ma:2864.43 loss:-9.785 fps:96.79 +frame:1.06e+06 wall_t:10951 t:66250 epi:nan +opt_step:198564 lr:0.0003 alpha:0.03491 +2026-02-13 02:15:56 | INFO | PID:1409 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_phoenix_t0_s3 [train] +total_reward:4149.30 total_reward_ma:2899.28 loss:-9.841 fps:96.8 +frame:1.07e+06 wall_t:11054 t:66875 epi:nan +opt_step:200439 lr:0.0003 alpha:0.0355 +2026-02-13 02:17:38 | INFO | PID:1409 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_phoenix_t0_s3 [train] +total_reward:4135.20 total_reward_ma:2934.00 loss:-9.589 fps:96.81 +frame:1.08e+06 wall_t:11156 t:67500 epi:nan +opt_step:202314 lr:0.0003 alpha:0.03553 +2026-02-13 02:19:20 | INFO | PID:1409 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_phoenix_t0_s3 [train] +total_reward:4194.50 total_reward_ma:2969.60 loss:-9.622 fps:96.82 +frame:1.09e+06 wall_t:11258 t:68125 epi:nan +opt_step:204189 lr:0.0003 alpha:0.03603 +2026-02-13 02:21:03 | INFO | PID:1409 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_phoenix_t0_s3 [train] +total_reward:4234.20 total_reward_ma:3005.51 loss:-9.678 fps:96.82 +frame:1.10e+06 wall_t:11361 t:68750 epi:nan +opt_step:206064 lr:0.0003 alpha:0.03586 +2026-02-13 02:22:45 | INFO | PID:1409 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_phoenix_t0_s3 [train] +total_reward:4156.10 total_reward_ma:3040.57 loss:-9.487 fps:96.82 +frame:1.11e+06 wall_t:11464 t:69375 epi:nan +opt_step:207939 lr:0.0003 alpha:0.03586 +2026-02-13 02:24:28 | INFO | PID:1409 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_phoenix_t0_s3 [train] +total_reward:4151.00 total_reward_ma:3076.07 loss:-9.694 fps:96.84 +frame:1.12e+06 wall_t:11566 t:70000 epi:nan +opt_step:209814 lr:0.0003 alpha:0.0349 +2026-02-13 02:26:10 | INFO | PID:1409 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_phoenix_t0_s3 [train] +total_reward:4166.40 total_reward_ma:3112.16 loss:-9.712 fps:96.84 +frame:1.13e+06 wall_t:11669 t:70625 epi:nan +opt_step:211689 lr:0.0003 alpha:0.03514 +2026-02-13 02:27:54 | INFO | PID:1409 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_phoenix_t0_s3 [train] +total_reward:4155.70 total_reward_ma:3148.18 loss:-9.623 fps:96.84 +frame:1.14e+06 wall_t:11772 t:71250 epi:nan +opt_step:213564 lr:0.0003 alpha:0.03537 +2026-02-13 02:29:36 | INFO | PID:1409 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_phoenix_t0_s3 [train] +total_reward:4163.80 total_reward_ma:3184.28 loss:-9.414 fps:96.84 +frame:1.15e+06 wall_t:11875 t:71875 epi:nan +opt_step:215439 lr:0.0003 alpha:0.03492 +2026-02-13 02:31:19 | INFO | PID:1409 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_phoenix_t0_s3 [train] +total_reward:4179.20 total_reward_ma:3220.53 loss:-9.66 fps:96.85 +frame:1.16e+06 wall_t:11977 t:72500 epi:nan +opt_step:217314 lr:0.0003 alpha:0.03399 +2026-02-13 02:33:01 | INFO | PID:1409 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_phoenix_t0_s3 [train] +total_reward:4128.00 total_reward_ma:3256.51 loss:-9.666 fps:96.86 +frame:1.17e+06 wall_t:12079 t:73125 epi:nan +opt_step:219189 lr:0.0003 alpha:0.03471 +2026-02-13 02:34:44 | INFO | PID:1409 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_phoenix_t0_s3 [train] +total_reward:4130.40 total_reward_ma:3292.20 loss:-9.642 fps:96.86 +frame:1.18e+06 wall_t:12182 t:73750 epi:nan +opt_step:221064 lr:0.0003 alpha:0.03507 +2026-02-13 02:36:27 | INFO | PID:1409 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_phoenix_t0_s3 [train] +total_reward:4057.40 total_reward_ma:3327.48 loss:-9.583 fps:96.87 +frame:1.19e+06 wall_t:12285 t:74375 epi:nan +opt_step:222939 lr:0.0003 alpha:0.03461 +2026-02-13 02:38:09 | INFO | PID:1409 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_phoenix_t0_s3 [train] +total_reward:3956.70 total_reward_ma:3361.14 loss:-9.601 fps:96.88 +frame:1.20e+06 wall_t:12387 t:75000 epi:nan +opt_step:224814 lr:0.0003 alpha:0.03466 +2026-02-13 02:39:52 | INFO | PID:1409 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_phoenix_t0_s3 [train] +total_reward:3902.90 total_reward_ma:3394.04 loss:-9.21 fps:96.88 +frame:1.21e+06 wall_t:12490 t:75625 epi:nan +opt_step:226689 lr:0.0003 alpha:0.0344 +2026-02-13 02:41:34 | INFO | PID:1409 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_phoenix_t0_s3 [train] +total_reward:4022.80 total_reward_ma:3427.92 loss:-9.648 fps:96.89 +frame:1.22e+06 wall_t:12592 t:76250 epi:nan +opt_step:228564 lr:0.0003 alpha:0.03477 +2026-02-13 02:43:17 | INFO | PID:1409 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_phoenix_t0_s3 [train] +total_reward:4059.40 total_reward_ma:3461.69 loss:-9.591 fps:96.89 +frame:1.23e+06 wall_t:12695 t:76875 epi:nan +opt_step:230439 lr:0.0003 alpha:0.03518 +2026-02-13 02:44:59 | INFO | PID:1409 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_phoenix_t0_s3 [train] +total_reward:4035.70 total_reward_ma:3494.82 loss:-9.586 fps:96.89 +frame:1.24e+06 wall_t:12798 t:77500 epi:nan +opt_step:232314 lr:0.0003 alpha:0.03375 +2026-02-13 02:46:42 | INFO | PID:1409 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_phoenix_t0_s3 [train] +total_reward:4066.50 total_reward_ma:3527.01 loss:-9.613 fps:96.9 +frame:1.25e+06 wall_t:12900 t:78125 epi:nan +opt_step:234189 lr:0.0003 alpha:0.03355 +2026-02-13 02:48:24 | INFO | PID:1409 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_phoenix_t0_s3 [train] +total_reward:4019.80 total_reward_ma:3557.17 loss:-9.582 fps:96.9 +frame:1.26e+06 wall_t:13003 t:78750 epi:nan +opt_step:236064 lr:0.0003 alpha:0.03303 +2026-02-13 02:50:07 | INFO | PID:1409 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_phoenix_t0_s3 [train] +total_reward:3827.90 total_reward_ma:3584.34 loss:-9.47 fps:96.91 +frame:1.27e+06 wall_t:13105 t:79375 epi:nan +opt_step:237939 lr:0.0003 alpha:0.03309 +2026-02-13 02:51:49 | INFO | PID:1409 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_phoenix_t0_s3 [train] +total_reward:3825.20 total_reward_ma:3610.18 loss:-9.06 fps:96.92 +frame:1.28e+06 wall_t:13207 t:80000 epi:nan +opt_step:239814 lr:0.0003 alpha:0.03166 +2026-02-13 02:53:31 | INFO | PID:1409 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_phoenix_t0_s3 [train] +total_reward:3728.10 total_reward_ma:3633.41 loss:-9.211 fps:96.93 +frame:1.29e+06 wall_t:13309 t:80625 epi:nan +opt_step:241689 lr:0.0003 alpha:0.03157 +2026-02-13 02:55:13 | INFO | PID:1409 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_phoenix_t0_s3 [train] +total_reward:3713.10 total_reward_ma:3654.19 loss:-8.997 fps:96.94 +frame:1.30e+06 wall_t:13411 t:81250 epi:nan +opt_step:243564 lr:0.0003 alpha:0.03074 +2026-02-13 02:56:56 | INFO | PID:1409 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_phoenix_t0_s3 [train] +total_reward:3632.50 total_reward_ma:3673.24 loss:-9.026 fps:96.94 +frame:1.31e+06 wall_t:13514 t:81875 epi:nan +opt_step:245439 lr:0.0003 alpha:0.0304 +2026-02-13 02:58:37 | INFO | PID:1409 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_phoenix_t0_s3 [train] +total_reward:3673.70 total_reward_ma:3690.40 loss:-8.999 fps:96.95 +frame:1.32e+06 wall_t:13615 t:82500 epi:nan +opt_step:247314 lr:0.0003 alpha:0.0305 +2026-02-13 03:00:20 | INFO | PID:1409 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_phoenix_t0_s3 [train] +total_reward:3626.10 total_reward_ma:3706.07 loss:-8.922 fps:96.95 +frame:1.33e+06 wall_t:13718 t:83125 epi:nan +opt_step:249189 lr:0.0003 alpha:0.03025 +2026-02-13 03:02:03 | INFO | PID:1409 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_phoenix_t0_s3 [train] +total_reward:3629.60 total_reward_ma:3719.48 loss:-8.677 fps:96.95 +frame:1.34e+06 wall_t:13821 t:83750 epi:nan +opt_step:251064 lr:0.0003 alpha:0.02997 +2026-02-13 03:03:46 | INFO | PID:1409 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_phoenix_t0_s3 [train] +total_reward:3607.30 total_reward_ma:3730.88 loss:-8.379 fps:96.95 +frame:1.35e+06 wall_t:13924 t:84375 epi:nan +opt_step:252939 lr:0.0003 alpha:0.02903 +2026-02-13 03:05:28 | INFO | PID:1409 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_phoenix_t0_s3 [train] +total_reward:3631.30 total_reward_ma:3741.43 loss:-8.525 fps:96.96 +frame:1.36e+06 wall_t:14026 t:85000 epi:nan +opt_step:254814 lr:0.0003 alpha:0.02777 +2026-02-13 03:07:10 | INFO | PID:1409 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_phoenix_t0_s3 [train] +total_reward:3615.10 total_reward_ma:3750.43 loss:-8.441 fps:96.97 +frame:1.37e+06 wall_t:14128 t:85625 epi:nan +opt_step:256689 lr:0.0003 alpha:0.02671 +2026-02-13 03:08:53 | INFO | PID:1409 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_phoenix_t0_s3 [train] +total_reward:3633.20 total_reward_ma:3758.08 loss:-8.487 fps:96.97 +frame:1.38e+06 wall_t:14231 t:86250 epi:nan +opt_step:258564 lr:0.0003 alpha:0.02534 +2026-02-13 03:10:35 | INFO | PID:1409 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_phoenix_t0_s3 [train] +total_reward:3579.80 total_reward_ma:3763.62 loss:-8.178 fps:96.98 +frame:1.39e+06 wall_t:14333 t:86875 epi:nan +opt_step:260439 lr:0.0003 alpha:0.02442 +2026-02-13 03:12:18 | INFO | PID:1409 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_phoenix_t0_s3 [train] +total_reward:3499.90 total_reward_ma:3766.40 loss:-8.068 fps:96.98 +frame:1.40e+06 wall_t:14436 t:87500 epi:nan +opt_step:262314 lr:0.0003 alpha:0.02352 +2026-02-13 03:14:00 | INFO | PID:1409 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_phoenix_t0_s3 [train] +total_reward:3456.30 total_reward_ma:3767.61 loss:-7.911 fps:96.99 +frame:1.41e+06 wall_t:14538 t:88125 epi:nan +opt_step:264189 lr:0.0003 alpha:0.02154 +2026-02-13 03:15:42 | INFO | PID:1409 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_phoenix_t0_s3 [train] +total_reward:3446.60 total_reward_ma:3767.36 loss:-7.41 fps:96.99 +frame:1.42e+06 wall_t:14640 t:88750 epi:nan +opt_step:266064 lr:0.0003 alpha:0.02041 +2026-02-13 03:17:24 | INFO | PID:1409 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_phoenix_t0_s3 [train] +total_reward:3465.00 total_reward_ma:3766.51 loss:-7.631 fps:97 +frame:1.43e+06 wall_t:14742 t:89375 epi:nan +opt_step:267939 lr:0.0003 alpha:0.01852 +2026-02-13 03:19:05 | INFO | PID:1409 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_phoenix_t0_s3 [train] +total_reward:3432.50 total_reward_ma:3764.29 loss:-7.366 fps:97.01 +frame:1.44e+06 wall_t:14844 t:90000 epi:nan +opt_step:269814 lr:0.0003 alpha:0.01661 +2026-02-13 03:20:49 | INFO | PID:1409 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_phoenix_t0_s3 [train] +total_reward:3328.10 total_reward_ma:3760.54 loss:-6.953 fps:97.01 +frame:1.45e+06 wall_t:14947 t:90625 epi:nan +opt_step:271689 lr:0.0003 alpha:0.01546 +2026-02-13 03:22:32 | INFO | PID:1409 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_phoenix_t0_s3 [train] +total_reward:3350.20 total_reward_ma:3756.04 loss:-6.445 fps:97.01 +frame:1.46e+06 wall_t:15050 t:91250 epi:nan +opt_step:273564 lr:0.0003 alpha:0.01428 +2026-02-13 03:24:14 | INFO | PID:1409 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_phoenix_t0_s3 [train] +total_reward:3365.20 total_reward_ma:3750.93 loss:-6.622 fps:97.02 +frame:1.47e+06 wall_t:15152 t:91875 epi:nan +opt_step:275439 lr:0.0003 alpha:0.01302 +2026-02-13 03:25:57 | INFO | PID:1409 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_phoenix_t0_s3 [train] +total_reward:3418.20 total_reward_ma:3746.52 loss:-6.419 fps:97.02 +frame:1.48e+06 wall_t:15255 t:92500 epi:nan +opt_step:277314 lr:0.0003 alpha:0.0122 +2026-02-13 03:27:40 | INFO | PID:1409 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_phoenix_t0_s3 [train] +total_reward:3494.10 total_reward_ma:3742.25 loss:-5.931 fps:97.01 +frame:1.49e+06 wall_t:15359 t:93125 epi:nan +opt_step:279189 lr:0.0003 alpha:0.01136 +2026-02-13 03:29:24 | INFO | PID:1409 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_phoenix_t0_s3 [train] +total_reward:3425.60 total_reward_ma:3736.70 loss:-6.151 fps:97.01 +frame:1.50e+06 wall_t:15462 t:93750 epi:nan +opt_step:281064 lr:0.0003 alpha:0.01092 +2026-02-13 03:31:06 | INFO | PID:1409 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_phoenix_t0_s3 [train] +total_reward:3442.50 total_reward_ma:3730.60 loss:-6.059 fps:97.01 +frame:1.51e+06 wall_t:15565 t:94375 epi:nan +opt_step:282939 lr:0.0003 alpha:0.01115 +2026-02-13 03:32:50 | INFO | PID:1409 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_phoenix_t0_s3 [train] +total_reward:3502.70 total_reward_ma:3724.60 loss:-5.24 fps:97.01 +frame:1.52e+06 wall_t:15668 t:95000 epi:nan +opt_step:284814 lr:0.0003 alpha:0.01068 +2026-02-13 03:34:32 | INFO | PID:1409 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_phoenix_t0_s3 [train] +total_reward:3439.60 total_reward_ma:3718.12 loss:-5.332 fps:97.01 +frame:1.53e+06 wall_t:15771 t:95625 epi:nan +opt_step:286689 lr:0.0003 alpha:0.009562 +2026-02-13 03:36:15 | INFO | PID:1409 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_phoenix_t0_s3 [train] +total_reward:3432.20 total_reward_ma:3711.50 loss:-5.345 fps:97.02 +frame:1.54e+06 wall_t:15873 t:96250 epi:nan +opt_step:288564 lr:0.0003 alpha:0.008531 +2026-02-13 03:37:58 | INFO | PID:1409 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_phoenix_t0_s3 [train] +total_reward:3479.70 total_reward_ma:3705.34 loss:-5.124 fps:97.02 +frame:1.55e+06 wall_t:15976 t:96875 epi:nan +opt_step:290439 lr:0.0003 alpha:0.007995 +2026-02-13 03:39:41 | INFO | PID:1409 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_phoenix_t0_s3 [train] +total_reward:3468.50 total_reward_ma:3700.48 loss:-4.967 fps:97.02 +frame:1.56e+06 wall_t:16079 t:97500 epi:nan +opt_step:292314 lr:0.0003 alpha:0.00813 +2026-02-13 03:41:24 | INFO | PID:1409 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_phoenix_t0_s3 [train] +total_reward:3480.50 total_reward_ma:3696.56 loss:-4.735 fps:97.02 +frame:1.57e+06 wall_t:16182 t:98125 epi:nan +opt_step:294189 lr:0.0003 alpha:0.008696 +2026-02-13 03:43:07 | INFO | PID:1409 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_phoenix_t0_s3 [train] +total_reward:3432.80 total_reward_ma:3693.21 loss:-4.855 fps:97.02 +frame:1.58e+06 wall_t:16285 t:98750 epi:nan +opt_step:296064 lr:0.0003 alpha:0.009579 +2026-02-13 03:44:50 | INFO | PID:1409 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_phoenix_t0_s3 [train] +total_reward:3455.40 total_reward_ma:3692.04 loss:-4.804 fps:97.02 +frame:1.59e+06 wall_t:16388 t:99375 epi:nan +opt_step:297939 lr:0.0003 alpha:0.01079 +2026-02-13 03:46:33 | INFO | PID:1409 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_phoenix_t0_s3 [train] +total_reward:3425.20 total_reward_ma:3692.26 loss:-4.856 fps:97.02 +frame:1.60e+06 wall_t:16491 t:100000 epi:nan +opt_step:299814 lr:0.0003 alpha:0.01155 +2026-02-13 03:48:15 | INFO | PID:1409 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_phoenix_t0_s3 [train] +total_reward:3387.10 total_reward_ma:3691.74 loss:-4.63 fps:97.02 +frame:1.61e+06 wall_t:16594 t:100625 epi:nan +opt_step:301689 lr:0.0003 alpha:0.0126 +2026-02-13 03:49:58 | INFO | PID:1409 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_phoenix_t0_s3 [train] +total_reward:3386.80 total_reward_ma:3691.79 loss:-4.621 fps:97.03 +frame:1.62e+06 wall_t:16696 t:101250 epi:nan +opt_step:303564 lr:0.0003 alpha:0.01365 +2026-02-13 03:51:41 | INFO | PID:1409 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_phoenix_t0_s3 [train] +total_reward:3381.40 total_reward_ma:3691.96 loss:-4.981 fps:97.03 +frame:1.63e+06 wall_t:16799 t:101875 epi:nan +opt_step:305439 lr:0.0003 alpha:0.01474 +2026-02-13 03:53:24 | INFO | PID:1409 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_phoenix_t0_s3 [train] +total_reward:3476.20 total_reward_ma:3693.10 loss:-4.762 fps:97.02 +frame:1.64e+06 wall_t:16903 t:102500 epi:nan +opt_step:307314 lr:0.0003 alpha:0.01476 +2026-02-13 03:55:07 | INFO | PID:1409 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_phoenix_t0_s3 [train] +total_reward:3527.40 total_reward_ma:3695.50 loss:-4.792 fps:97.03 +frame:1.65e+06 wall_t:17005 t:103125 epi:nan +opt_step:309189 lr:0.0003 alpha:0.01555 +2026-02-13 03:56:51 | INFO | PID:1409 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_phoenix_t0_s3 [train] +total_reward:3532.40 total_reward_ma:3697.67 loss:-4.729 fps:97.02 +frame:1.66e+06 wall_t:17109 t:103750 epi:nan +opt_step:311064 lr:0.0003 alpha:0.01658 +2026-02-13 03:58:33 | INFO | PID:1409 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_phoenix_t0_s3 [train] +total_reward:3595.90 total_reward_ma:3700.16 loss:-4.949 fps:97.03 +frame:1.67e+06 wall_t:17212 t:104375 epi:nan +opt_step:312939 lr:0.0003 alpha:0.01687 +2026-02-13 04:00:16 | INFO | PID:1409 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_phoenix_t0_s3 [train] +total_reward:3725.60 total_reward_ma:3703.38 loss:-5.103 fps:97.03 +frame:1.68e+06 wall_t:17314 t:105000 epi:nan +opt_step:314814 lr:0.0003 alpha:0.01725 +2026-02-13 04:02:00 | INFO | PID:1409 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_phoenix_t0_s3 [train] +total_reward:3741.90 total_reward_ma:3706.02 loss:-4.92 fps:97.03 +frame:1.69e+06 wall_t:17418 t:105625 epi:nan +opt_step:316689 lr:0.0003 alpha:0.01744 +2026-02-13 04:03:43 | INFO | PID:1409 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_phoenix_t0_s3 [train] +total_reward:3730.00 total_reward_ma:3708.61 loss:-5.006 fps:97.02 +frame:1.70e+06 wall_t:17522 t:106250 epi:nan +opt_step:318564 lr:0.0003 alpha:0.01736 +2026-02-13 04:05:26 | INFO | PID:1409 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_phoenix_t0_s3 [train] +total_reward:3773.50 total_reward_ma:3711.60 loss:-5.163 fps:97.03 +frame:1.71e+06 wall_t:17624 t:106875 epi:nan +opt_step:320439 lr:0.0003 alpha:0.01788 +2026-02-13 04:07:09 | INFO | PID:1409 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_phoenix_t0_s3 [train] +total_reward:3740.00 total_reward_ma:3714.11 loss:-5.377 fps:97.03 +frame:1.72e+06 wall_t:17727 t:107500 epi:nan +opt_step:322314 lr:0.0003 alpha:0.01823 +2026-02-13 04:08:52 | INFO | PID:1409 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_phoenix_t0_s3 [train] +total_reward:3791.50 total_reward_ma:3717.09 loss:-5.294 fps:97.03 +frame:1.73e+06 wall_t:17830 t:108125 epi:nan +opt_step:324189 lr:0.0003 alpha:0.01907 +2026-02-13 04:10:34 | INFO | PID:1409 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_phoenix_t0_s3 [train] +total_reward:3812.10 total_reward_ma:3720.26 loss:-5.358 fps:97.03 +frame:1.74e+06 wall_t:17933 t:108750 epi:nan +opt_step:326064 lr:0.0003 alpha:0.01993 +2026-02-13 04:12:18 | INFO | PID:1409 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_phoenix_t0_s3 [train] +total_reward:3782.60 total_reward_ma:3722.41 loss:-5.447 fps:97.03 +frame:1.75e+06 wall_t:18036 t:109375 epi:nan +opt_step:327939 lr:0.0003 alpha:0.02027 +2026-02-13 04:14:01 | INFO | PID:1409 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_phoenix_t0_s3 [train] +total_reward:3855.60 total_reward_ma:3725.79 loss:-5.365 fps:97.03 +frame:1.76e+06 wall_t:18139 t:110000 epi:nan +opt_step:329814 lr:0.0003 alpha:0.02056 +2026-02-13 04:15:45 | INFO | PID:1409 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_phoenix_t0_s3 [train] +total_reward:3934.30 total_reward_ma:3729.31 loss:-5.651 fps:97.02 +frame:1.77e+06 wall_t:18243 t:110625 epi:nan +opt_step:331689 lr:0.0003 alpha:0.02073 +2026-02-13 04:17:28 | INFO | PID:1409 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_phoenix_t0_s3 [train] +total_reward:4062.60 total_reward_ma:3733.84 loss:-5.692 fps:97.02 +frame:1.78e+06 wall_t:18346 t:111250 epi:nan +opt_step:333564 lr:0.0003 alpha:0.02144 +2026-02-13 04:19:11 | INFO | PID:1409 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_phoenix_t0_s3 [train] +total_reward:4125.30 total_reward_ma:3738.99 loss:-5.752 fps:97.02 +frame:1.79e+06 wall_t:18449 t:111875 epi:nan +opt_step:335439 lr:0.0003 alpha:0.02201 +2026-02-13 04:20:54 | INFO | PID:1409 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_phoenix_t0_s3 [train] +total_reward:4199.80 total_reward_ma:3744.65 loss:-5.881 fps:97.02 +frame:1.80e+06 wall_t:18552 t:112500 epi:nan +opt_step:337314 lr:0.0003 alpha:0.02294 +2026-02-13 04:22:36 | INFO | PID:1409 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_phoenix_t0_s3 [train] +total_reward:4209.80 total_reward_ma:3748.89 loss:-6.033 fps:97.02 +frame:1.81e+06 wall_t:18655 t:113125 epi:nan +opt_step:339189 lr:0.0003 alpha:0.02372 +2026-02-13 04:24:19 | INFO | PID:1409 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_phoenix_t0_s3 [train] +total_reward:4169.00 total_reward_ma:3753.62 loss:-5.999 fps:97.03 +frame:1.82e+06 wall_t:18757 t:113750 epi:nan +opt_step:341064 lr:0.0003 alpha:0.02374 +2026-02-13 04:26:03 | INFO | PID:1409 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_phoenix_t0_s3 [train] +total_reward:4163.90 total_reward_ma:3757.26 loss:-6.229 fps:97.03 +frame:1.83e+06 wall_t:18861 t:114375 epi:nan +opt_step:342939 lr:0.0003 alpha:0.02428 +2026-02-13 04:27:45 | INFO | PID:1409 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_phoenix_t0_s3 [train] +total_reward:4144.80 total_reward_ma:3760.60 loss:-6.332 fps:97.03 +frame:1.84e+06 wall_t:18963 t:115000 epi:nan +opt_step:344814 lr:0.0003 alpha:0.0241 +2026-02-13 04:29:29 | INFO | PID:1409 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_phoenix_t0_s3 [train] +total_reward:4139.90 total_reward_ma:3763.94 loss:-6.117 fps:97.03 +frame:1.85e+06 wall_t:19067 t:115625 epi:nan +opt_step:346689 lr:0.0003 alpha:0.02472 +2026-02-13 04:31:13 | INFO | PID:1409 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_phoenix_t0_s3 [train] +total_reward:4078.10 total_reward_ma:3766.48 loss:-6.454 fps:97.02 +frame:1.86e+06 wall_t:19171 t:116250 epi:nan +opt_step:348564 lr:0.0003 alpha:0.02429 +2026-02-13 04:32:55 | INFO | PID:1409 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_phoenix_t0_s3 [train] +total_reward:4045.40 total_reward_ma:3768.79 loss:-6.802 fps:97.03 +frame:1.87e+06 wall_t:19273 t:116875 epi:nan +opt_step:350439 lr:0.0003 alpha:0.0241 +2026-02-13 04:34:39 | INFO | PID:1409 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_phoenix_t0_s3 [train] +total_reward:4014.80 total_reward_ma:3770.91 loss:-6.557 fps:97.02 +frame:1.88e+06 wall_t:19377 t:117500 epi:nan +opt_step:352314 lr:0.0003 alpha:0.02354 +2026-02-13 04:36:22 | INFO | PID:1409 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_phoenix_t0_s3 [train] +total_reward:3984.20 total_reward_ma:3772.13 loss:-6.429 fps:97.02 +frame:1.89e+06 wall_t:19480 t:118125 epi:nan +opt_step:354189 lr:0.0003 alpha:0.02254 +2026-02-13 04:38:04 | INFO | PID:1409 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_phoenix_t0_s3 [train] +total_reward:3992.50 total_reward_ma:3773.25 loss:-6.394 fps:97.02 +frame:1.90e+06 wall_t:19583 t:118750 epi:nan +opt_step:356064 lr:0.0003 alpha:0.02251 +2026-02-13 04:39:47 | INFO | PID:1409 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_phoenix_t0_s3 [train] +total_reward:4008.70 total_reward_ma:3774.70 loss:-6.5 fps:97.03 +frame:1.91e+06 wall_t:19685 t:119375 epi:nan +opt_step:357939 lr:0.0003 alpha:0.02174 +2026-02-13 04:41:30 | INFO | PID:1409 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_phoenix_t0_s3 [train] +total_reward:4032.00 total_reward_ma:3777.00 loss:-6.254 fps:97.02 +frame:1.92e+06 wall_t:19789 t:120000 epi:nan +opt_step:359814 lr:0.0003 alpha:0.02064 +2026-02-13 04:43:14 | INFO | PID:1409 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_phoenix_t0_s3 [train] +total_reward:4042.60 total_reward_ma:3780.70 loss:-6.235 fps:97.02 +frame:1.93e+06 wall_t:19892 t:120625 epi:nan +opt_step:361689 lr:0.0003 alpha:0.01968 +2026-02-13 04:44:58 | INFO | PID:1409 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_phoenix_t0_s3 [train] +total_reward:4089.80 total_reward_ma:3786.01 loss:-6.099 fps:97.02 +frame:1.94e+06 wall_t:19996 t:121250 epi:nan +opt_step:363564 lr:0.0003 alpha:0.01897 +2026-02-13 04:46:40 | INFO | PID:1409 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_phoenix_t0_s3 [train] +total_reward:4135.90 total_reward_ma:3791.60 loss:-6.232 fps:97.02 +frame:1.95e+06 wall_t:20098 t:121875 epi:nan +opt_step:365439 lr:0.0003 alpha:0.01763 +2026-02-13 04:48:23 | INFO | PID:1409 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_phoenix_t0_s3 [train] +total_reward:4117.10 total_reward_ma:3797.26 loss:-5.837 fps:97.02 +frame:1.96e+06 wall_t:20201 t:122500 epi:nan +opt_step:367314 lr:0.0003 alpha:0.01576 +2026-02-13 04:50:05 | INFO | PID:1409 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_phoenix_t0_s3 [train] +total_reward:4123.40 total_reward_ma:3803.13 loss:-6.143 fps:97.03 +frame:1.97e+06 wall_t:20304 t:123125 epi:nan +opt_step:369189 lr:0.0003 alpha:0.01407 +2026-02-13 04:51:48 | INFO | PID:1409 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_phoenix_t0_s3 [train] +total_reward:4068.30 total_reward_ma:3807.43 loss:-5.876 fps:97.03 +frame:1.98e+06 wall_t:20406 t:123750 epi:nan +opt_step:371064 lr:0.0003 alpha:0.01262 +2026-02-13 04:53:30 | INFO | PID:1409 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_phoenix_t0_s3 [train] +total_reward:4024.40 total_reward_ma:3810.71 loss:-5.616 fps:97.04 +frame:1.99e+06 wall_t:20508 t:124375 epi:nan +opt_step:372939 lr:0.0003 alpha:0.01038 +2026-02-13 04:55:03 | INFO | PID:1409 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_phoenix_t0_s3 [train] +total_reward:4019.70 total_reward_ma:3812.87 loss:-5.263 fps:97.08 +frame:2.00e+06 wall_t:20601 t:125000 epi:nan +opt_step:374814 lr:0.0003 alpha:0.00827 +2026-02-13 04:55:03 | INFO | PID:1409 | slm_lab.lib.logger:info | Session 3 done diff --git a/data/sac_atari_phoenix_2026_02_12_231134/sac_atari_phoenix_spec.json b/data/sac_atari_phoenix_2026_02_12_231134/sac_atari_phoenix_spec.json new file mode 100644 index 0000000000000000000000000000000000000000..89939a6ef50e13edb7303f6a4fa75850913e93df --- /dev/null +++ b/data/sac_atari_phoenix_2026_02_12_231134/sac_atari_phoenix_spec.json @@ -0,0 +1,98 @@ +{ + "agent": { + "name": "SoftActorCritic", + "algorithm": { + "name": "SoftActorCritic", + "action_pdtype": "Categorical", + "action_policy": "default", + "gamma": 0.99, + "training_start_step": 1000, + "training_frequency": 4, + "training_iter": 3 + }, + "memory": { + "name": "Replay", + "batch_size": 256, + "max_size": 200000, + "use_cer": false + }, + "net": { + "type": "ConvNet", + "shared": false, + "conv_hid_layers": [ + [ + 32, + 8, + 4, + 0, + 1 + ], + [ + 64, + 4, + 2, + 0, + 1 + ], + [ + 64, + 3, + 1, + 0, + 1 + ] + ], + "fc_hid_layers": [ + 512 + ], + "hid_layers_activation": "relu", + "init_fn": "orthogonal_", + "normalize": true, + "batch_norm": false, + "clip_grad_val": 0.5, + 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b/data/sac_atari_pong_2026_02_10_221007/info/sac_atari_pong_t0_trial_metrics_scalar.json @@ -0,0 +1,11 @@ +{ + "frame": 2000000.0, + "total_reward_ma": -18.214675903320312, + "strength": 0.8877876996994019, + "max_strength": 8.761667251586914, + "final_strength": 8.572500228881836, + "sample_efficiency": 7.787773483869387e-07, + "training_efficiency": 1.1432472092565149e-05, + "stability": 0.9634251594543457, + "consistency": -2.5775485038757324 +} \ No newline at end of file diff --git a/data/sac_atari_pong_2026_02_10_221007/log/sac_atari_pong_t0.log b/data/sac_atari_pong_2026_02_10_221007/log/sac_atari_pong_t0.log new file mode 100644 index 0000000000000000000000000000000000000000..29cb56f3247eec14358117b3882da61ec7205368 --- /dev/null +++ b/data/sac_atari_pong_2026_02_10_221007/log/sac_atari_pong_t0.log @@ -0,0 +1,5 @@ +2026-02-10 23:51:45 | INFO | PID:1265 | slm_lab.lib.logger:info | trial_metrics: frame:2.00e+06 | total_reward_ma:-18.21 | strength:0.8878 | max_strength:8.762 | final_strength:8.573 | sample_efficiency:7.788e-07 | training_efficiency:1.143e-05 | stability:0.9634 | consistency:-2.578 +2026-02-10 23:51:45 | INFO | PID:1265 | slm_lab.lib.logger:info | Trial 0 done +2026-02-10 23:51:45 | INFO | PID:1265 | slm_lab.cli.main:run_spec | Output: data/sac_atari_pong_2026_02_10_221007 +2026-02-10 23:51:45 | INFO | PID:1265 | slm_lab.lib.hf:cleanup_models | Cleanup saved 309.2 MB +2026-02-10 23:51:46 | INFO | PID:1265 | slm_lab.lib.hf:upload | Uploading data/sac_atari_pong_2026_02_10_221007 to SLM-Lab/benchmark-dev/data/sac_atari_pong_2026_02_10_221007... diff --git a/data/sac_atari_pong_2026_02_10_221007/log/sac_atari_pong_t0_s0.log b/data/sac_atari_pong_2026_02_10_221007/log/sac_atari_pong_t0_s0.log new file mode 100644 index 0000000000000000000000000000000000000000..c7db14523698654e8e4f41e7a489225bc124909a --- /dev/null +++ b/data/sac_atari_pong_2026_02_10_221007/log/sac_atari_pong_t0_s0.log @@ -0,0 +1,982 @@ +2026-02-10 22:10:12 | INFO | PID:1405 | slm_lab.env:_make_vector_env | AtariVectorEnv: 16 envs, native preprocessing +2026-02-10 22:11:02 | INFO | PID:1405 | slm_lab.lib.perf:log_perf_setup | Performance setup: +Platform: GPU NVIDIA RTX A4500 (compute 8.6) +• GPU cuDNN benchmark: enabled +• GPU memory management: enabled +• GPU TF32 acceleration: enabled +2026-02-10 22:11:02 | INFO | PID:1405 | slm_lab.lib.logger:info | SoftActorCritic: +algorithm_spec: + name: SoftActorCritic + action_pdtype: Categorical + action_policy: default + gamma: 0.99 + training_start_step: 10000 + training_frequency: 4 + training_iter: 1 +name: SoftActorCritic +memory_spec: + name: Replay + batch_size: 256 + max_size: 200000 + use_cer: false +action_pdtype: Categorical +training_iter: 1 +training_start_step: 10000 +policy_delay: 1 +entropy_penalty_coef: 0.0 +gamma: 0.99 +training_frequency: 4 +to_train: 0 +_train_step: 0 +shared: False +net: (device:cuda:0) ConvNet( + (conv_model): Sequential( + (0): Conv2d(4, 32, kernel_size=(8, 8), stride=(4, 4)) + (1): ReLU() + (2): Conv2d(32, 64, kernel_size=(4, 4), stride=(2, 2)) + (3): ReLU() + (4): Conv2d(64, 64, kernel_size=(3, 3), stride=(1, 1)) + (5): ReLU() + ) + (fc_model): Sequential( + (0): Linear(in_features=3136, out_features=512, bias=True) + (1): ReLU() + ) + (tails): Sequential( + (0): Linear(in_features=512, out_features=6, bias=True) + ) + (loss_fn): SmoothL1Loss() +) +optim: AdamW ( +Parameter Group 0 + amsgrad: False + betas: (0.9, 0.999) + capturable: False + decoupled_weight_decay: True + differentiable: False + eps: 0.0001 + foreach: None + fused: None + lr: 0.0003 + maximize: False + weight_decay: 0.01 +) +q1_net: (device:cuda:0) ConvNet( + (conv_model): Sequential( + (0): Conv2d(4, 32, kernel_size=(8, 8), stride=(4, 4)) + (1): ReLU() + (2): Conv2d(32, 64, kernel_size=(4, 4), stride=(2, 2)) + (3): ReLU() + (4): Conv2d(64, 64, kernel_size=(3, 3), stride=(1, 1)) + (5): ReLU() + ) + (fc_model): Sequential( + (0): Linear(in_features=3136, out_features=512, bias=True) + (1): ReLU() + ) + (tails): Sequential( + (0): Linear(in_features=512, out_features=6, bias=True) + ) + (loss_fn): SmoothL1Loss() +) +target_q1_net: (device:cuda:0) ConvNet( + (conv_model): Sequential( + (0): Conv2d(4, 32, kernel_size=(8, 8), stride=(4, 4)) + (1): ReLU() + (2): Conv2d(32, 64, kernel_size=(4, 4), stride=(2, 2)) + (3): ReLU() + (4): Conv2d(64, 64, kernel_size=(3, 3), stride=(1, 1)) + (5): ReLU() + ) + (fc_model): Sequential( + (0): Linear(in_features=3136, out_features=512, bias=True) + (1): ReLU() + ) + (tails): Sequential( + (0): Linear(in_features=512, out_features=6, bias=True) + ) + (loss_fn): SmoothL1Loss() +) +q1_optim: AdamW ( +Parameter Group 0 + amsgrad: False + betas: (0.9, 0.999) + capturable: False + decoupled_weight_decay: True + differentiable: False + eps: 0.0001 + foreach: None + fused: None + lr: 0.0003 + maximize: False + weight_decay: 0.01 +) +q2_net: (device:cuda:0) ConvNet( + (conv_model): Sequential( + (0): Conv2d(4, 32, kernel_size=(8, 8), stride=(4, 4)) + (1): ReLU() + (2): Conv2d(32, 64, kernel_size=(4, 4), stride=(2, 2)) + (3): ReLU() + (4): Conv2d(64, 64, kernel_size=(3, 3), stride=(1, 1)) + (5): ReLU() + ) + (fc_model): Sequential( + (0): Linear(in_features=3136, out_features=512, bias=True) + (1): ReLU() + ) + (tails): Sequential( + (0): Linear(in_features=512, out_features=6, bias=True) + ) + (loss_fn): SmoothL1Loss() +) +target_q2_net: (device:cuda:0) ConvNet( + (conv_model): Sequential( + (0): Conv2d(4, 32, kernel_size=(8, 8), stride=(4, 4)) + (1): ReLU() + (2): Conv2d(32, 64, kernel_size=(4, 4), stride=(2, 2)) + (3): ReLU() + (4): Conv2d(64, 64, kernel_size=(3, 3), stride=(1, 1)) + (5): ReLU() + ) + (fc_model): Sequential( + (0): Linear(in_features=3136, out_features=512, bias=True) + (1): ReLU() + ) + (tails): Sequential( + (0): Linear(in_features=512, out_features=6, bias=True) + ) + (loss_fn): SmoothL1Loss() +) +q2_optim: AdamW ( +Parameter Group 0 + amsgrad: False + betas: (0.9, 0.999) + capturable: False + decoupled_weight_decay: True + differentiable: False + eps: 0.0001 + foreach: None + fused: None + lr: 0.0003 + maximize: False + weight_decay: 0.01 +) +net_names: ['net', 'q1_net', 'target_q1_net', 'q2_net', 'target_q2_net'] +target_entropy: 1.0750556815368328 +log_alpha: tensor([0.], device='cuda:0', requires_grad=True) +alpha: tensor([1.], device='cuda:0') +alpha_optim: AdamW ( +Parameter Group 0 + amsgrad: False + betas: (0.9, 0.999) + capturable: False + decoupled_weight_decay: True + differentiable: False + eps: 0.0001 + foreach: None + fused: None + lr: 0.0003 + maximize: False + weight_decay: 0.01 +) +2026-02-10 22:11:10 | INFO | PID:1405 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:nan total_reward_ma:nan loss:nan fps:181.8 +frame:1.00e+04 wall_t:55 t:625 epi:nan +opt_step:0 lr:0.0003 alpha:1 +2026-02-10 22:11:40 | INFO | PID:1405 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-20.31 total_reward_ma:-20.31 loss:-7.426 fps:235.3 +frame:2.00e+04 wall_t:85 t:1250 epi:nan +opt_step:625 lr:0.0003 alpha:0.8342 +2026-02-10 22:12:10 | INFO | PID:1405 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-20.41 total_reward_ma:-20.36 loss:-10.83 fps:260.9 +frame:3.00e+04 wall_t:115 t:1875 epi:nan +opt_step:1250 lr:0.0003 alpha:0.7056 +2026-02-10 22:12:43 | INFO | PID:1405 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-20.21 total_reward_ma:-20.31 loss:-13.64 fps:270.3 +frame:4.00e+04 wall_t:148 t:2500 epi:nan +opt_step:1875 lr:0.0003 alpha:0.6024 +2026-02-10 22:13:14 | INFO | PID:1405 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-20.23 total_reward_ma:-20.29 loss:-15.67 fps:279.3 +frame:5.00e+04 wall_t:179 t:3125 epi:nan +opt_step:2500 lr:0.0003 alpha:0.5175 +2026-02-10 22:13:44 | INFO | PID:1405 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-20.32 total_reward_ma:-20.30 loss:-17.05 fps:287.1 +frame:6.00e+04 wall_t:209 t:3750 epi:nan +opt_step:3125 lr:0.0003 alpha:0.4466 +2026-02-10 22:14:14 | INFO | PID:1405 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-20.25 total_reward_ma:-20.29 loss:-18.58 fps:292.9 +frame:7.00e+04 wall_t:239 t:4375 epi:nan +opt_step:3750 lr:0.0003 alpha:0.3866 +2026-02-10 22:14:45 | INFO | PID:1405 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-20.33 total_reward_ma:-20.30 loss:-19.96 fps:296.3 +frame:8.00e+04 wall_t:270 t:5000 epi:nan +opt_step:4375 lr:0.0003 alpha:0.3354 +2026-02-10 22:15:16 | INFO | PID:1405 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-20.35 total_reward_ma:-20.30 loss:-20.8 fps:299 +frame:9.00e+04 wall_t:301 t:5625 epi:nan +opt_step:5000 lr:0.0003 alpha:0.2915 +2026-02-10 22:15:46 | INFO | PID:1405 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-20.32 total_reward_ma:-20.30 loss:-21.61 fps:302.1 +frame:1.00e+05 wall_t:331 t:6250 epi:nan +opt_step:5625 lr:0.0003 alpha:0.2535 +2026-02-10 22:16:17 | INFO | PID:1405 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-20.32 total_reward_ma:-20.31 loss:-21.83 fps:303.9 +frame:1.10e+05 wall_t:362 t:6875 epi:nan +opt_step:6250 lr:0.0003 alpha:0.2207 +2026-02-10 22:16:46 | INFO | PID:1405 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-20.34 total_reward_ma:-20.31 loss:-21.81 fps:306.9 +frame:1.20e+05 wall_t:391 t:7500 epi:nan +opt_step:6875 lr:0.0003 alpha:0.1922 +2026-02-10 22:17:16 | INFO | PID:1405 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-20.38 total_reward_ma:-20.32 loss:-21.84 fps:308.8 +frame:1.30e+05 wall_t:421 t:8125 epi:nan +opt_step:7500 lr:0.0003 alpha:0.1675 +2026-02-10 22:17:46 | INFO | PID:1405 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-20.38 total_reward_ma:-20.32 loss:-22.07 fps:310.4 +frame:1.40e+05 wall_t:451 t:8750 epi:nan +opt_step:8125 lr:0.0003 alpha:0.146 +2026-02-10 22:18:17 | INFO | PID:1405 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-20.36 total_reward_ma:-20.32 loss:-22.22 fps:311.2 +frame:1.50e+05 wall_t:482 t:9375 epi:nan +opt_step:8750 lr:0.0003 alpha:0.1273 +2026-02-10 22:18:47 | INFO | PID:1405 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-20.42 total_reward_ma:-20.33 loss:-22.08 fps:312.5 +frame:1.60e+05 wall_t:512 t:10000 epi:nan +opt_step:9375 lr:0.0003 alpha:0.1111 +2026-02-10 22:19:19 | INFO | PID:1405 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-20.35 total_reward_ma:-20.33 loss:-21.78 fps:312.5 +frame:1.70e+05 wall_t:544 t:10625 epi:nan +opt_step:10000 lr:0.0003 alpha:0.09688 +2026-02-10 22:19:50 | INFO | PID:1405 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-20.28 total_reward_ma:-20.33 loss:-21.3 fps:313 +frame:1.80e+05 wall_t:575 t:11250 epi:nan +opt_step:10625 lr:0.0003 alpha:0.08453 +2026-02-10 22:20:21 | INFO | PID:1405 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-20.27 total_reward_ma:-20.32 loss:-21.01 fps:313.5 +frame:1.90e+05 wall_t:606 t:11875 epi:nan +opt_step:11250 lr:0.0003 alpha:0.07378 +2026-02-10 22:20:51 | INFO | PID:1405 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-20.27 total_reward_ma:-20.32 loss:-20.7 fps:314.5 +frame:2.00e+05 wall_t:636 t:12500 epi:nan +opt_step:11875 lr:0.0003 alpha:0.06441 +2026-02-10 22:21:20 | INFO | PID:1405 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-20.29 total_reward_ma:-20.32 loss:-20.45 fps:315.8 +frame:2.10e+05 wall_t:665 t:13125 epi:nan +opt_step:12500 lr:0.0003 alpha:0.05623 +2026-02-10 22:21:51 | INFO | PID:1405 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-20.30 total_reward_ma:-20.32 loss:-20.17 fps:316.1 +frame:2.20e+05 wall_t:696 t:13750 epi:nan +opt_step:13125 lr:0.0003 alpha:0.04911 +2026-02-10 22:22:21 | INFO | PID:1405 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-20.32 total_reward_ma:-20.32 loss:-19.57 fps:316.8 +frame:2.30e+05 wall_t:726 t:14375 epi:nan +opt_step:13750 lr:0.0003 alpha:0.0429 +2026-02-10 22:22:52 | INFO | PID:1405 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-20.31 total_reward_ma:-20.32 loss:-18.99 fps:317 +frame:2.40e+05 wall_t:757 t:15000 epi:nan +opt_step:14375 lr:0.0003 alpha:0.03748 +2026-02-10 22:23:22 | INFO | PID:1405 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-20.26 total_reward_ma:-20.32 loss:-18.37 fps:317.7 +frame:2.50e+05 wall_t:787 t:15625 epi:nan +opt_step:15000 lr:0.0003 alpha:0.03276 +2026-02-10 22:23:53 | INFO | PID:1405 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-20.22 total_reward_ma:-20.31 loss:-18.3 fps:317.8 +frame:2.60e+05 wall_t:818 t:16250 epi:nan +opt_step:15625 lr:0.0003 alpha:0.02863 +2026-02-10 22:24:23 | INFO | PID:1405 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-20.21 total_reward_ma:-20.31 loss:-17.91 fps:318.4 +frame:2.70e+05 wall_t:848 t:16875 epi:nan +opt_step:16250 lr:0.0003 alpha:0.02504 +2026-02-10 22:24:53 | INFO | PID:1405 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-20.25 total_reward_ma:-20.31 loss:-17.44 fps:318.9 +frame:2.80e+05 wall_t:878 t:17500 epi:nan +opt_step:16875 lr:0.0003 alpha:0.02189 +2026-02-10 22:25:24 | INFO | PID:1405 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-20.24 total_reward_ma:-20.30 loss:-16.77 fps:319 +frame:2.90e+05 wall_t:909 t:18125 epi:nan +opt_step:17500 lr:0.0003 alpha:0.01915 +2026-02-10 22:25:53 | INFO | PID:1405 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-20.21 total_reward_ma:-20.30 loss:-16.57 fps:319.8 +frame:3.00e+05 wall_t:938 t:18750 epi:nan +opt_step:18125 lr:0.0003 alpha:0.01676 +2026-02-10 22:26:24 | INFO | PID:1405 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-20.16 total_reward_ma:-20.30 loss:-16.03 fps:319.9 +frame:3.10e+05 wall_t:969 t:19375 epi:nan +opt_step:18750 lr:0.0003 alpha:0.01466 +2026-02-10 22:26:55 | INFO | PID:1405 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-20.12 total_reward_ma:-20.29 loss:-15.32 fps:320 +frame:3.20e+05 wall_t:1000 t:20000 epi:nan +opt_step:19375 lr:0.0003 alpha:0.01284 +2026-02-10 22:27:25 | INFO | PID:1405 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-20.14 total_reward_ma:-20.29 loss:-14.94 fps:320.4 +frame:3.30e+05 wall_t:1030 t:20625 epi:nan +opt_step:20000 lr:0.0003 alpha:0.01125 +2026-02-10 22:27:55 | INFO | PID:1405 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-20.13 total_reward_ma:-20.28 loss:-14.69 fps:320.8 +frame:3.40e+05 wall_t:1060 t:21250 epi:nan +opt_step:20625 lr:0.0003 alpha:0.009854 +2026-02-10 22:28:24 | INFO | PID:1405 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-20.18 total_reward_ma:-20.28 loss:-14.4 fps:321.4 +frame:3.50e+05 wall_t:1089 t:21875 epi:nan +opt_step:21250 lr:0.0003 alpha:0.008635 +2026-02-10 22:28:55 | INFO | PID:1405 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-20.23 total_reward_ma:-20.28 loss:-13.87 fps:321.4 +frame:3.60e+05 wall_t:1120 t:22500 epi:nan +opt_step:21875 lr:0.0003 alpha:0.007568 +2026-02-10 22:29:25 | INFO | PID:1405 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-20.25 total_reward_ma:-20.28 loss:-13.27 fps:321.7 +frame:3.70e+05 wall_t:1150 t:23125 epi:nan +opt_step:22500 lr:0.0003 alpha:0.006738 +2026-02-10 22:29:55 | INFO | PID:1405 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-20.30 total_reward_ma:-20.28 loss:-12.82 fps:322 +frame:3.80e+05 wall_t:1180 t:23750 epi:nan +opt_step:23125 lr:0.0003 alpha:0.006738 +2026-02-10 22:30:24 | INFO | PID:1405 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-20.28 total_reward_ma:-20.28 loss:-12.39 fps:322.6 +frame:3.90e+05 wall_t:1209 t:24375 epi:nan +opt_step:23750 lr:0.0003 alpha:0.006738 +2026-02-10 22:30:55 | INFO | PID:1405 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-20.33 total_reward_ma:-20.28 loss:-12.25 fps:322.6 +frame:4.00e+05 wall_t:1240 t:25000 epi:nan +opt_step:24375 lr:0.0003 alpha:0.006738 +2026-02-10 22:31:25 | INFO | PID:1405 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-20.32 total_reward_ma:-20.28 loss:-11.86 fps:322.8 +frame:4.10e+05 wall_t:1270 t:25625 epi:nan +opt_step:25000 lr:0.0003 alpha:0.006738 +2026-02-10 22:31:55 | INFO | PID:1405 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-20.30 total_reward_ma:-20.28 loss:-11.35 fps:323.1 +frame:4.20e+05 wall_t:1300 t:26250 epi:nan +opt_step:25625 lr:0.0003 alpha:0.006738 +2026-02-10 22:32:26 | INFO | PID:1405 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-20.29 total_reward_ma:-20.28 loss:-10.86 fps:323.1 +frame:4.30e+05 wall_t:1331 t:26875 epi:nan +opt_step:26250 lr:0.0003 alpha:0.006738 +2026-02-10 22:32:58 | INFO | PID:1405 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-20.31 total_reward_ma:-20.28 loss:-10.54 fps:322.8 +frame:4.40e+05 wall_t:1363 t:27500 epi:nan +opt_step:26875 lr:0.0003 alpha:0.006738 +2026-02-10 22:33:29 | INFO | PID:1405 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-20.32 total_reward_ma:-20.28 loss:-10.37 fps:322.8 +frame:4.50e+05 wall_t:1394 t:28125 epi:nan +opt_step:27500 lr:0.0003 alpha:0.006738 +2026-02-10 22:33:59 | INFO | PID:1405 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-20.30 total_reward_ma:-20.28 loss:-9.945 fps:323 +frame:4.60e+05 wall_t:1424 t:28750 epi:nan +opt_step:28125 lr:0.0003 alpha:0.006738 +2026-02-10 22:34:29 | INFO | PID:1405 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-20.30 total_reward_ma:-20.28 loss:-9.866 fps:323.2 +frame:4.70e+05 wall_t:1454 t:29375 epi:nan +opt_step:28750 lr:0.0003 alpha:0.006738 +2026-02-10 22:34:59 | INFO | PID:1405 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-20.34 total_reward_ma:-20.28 loss:-9.357 fps:323.5 +frame:4.80e+05 wall_t:1484 t:30000 epi:nan +opt_step:29375 lr:0.0003 alpha:0.006738 +2026-02-10 22:35:29 | INFO | PID:1405 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-20.39 total_reward_ma:-20.29 loss:-9.185 fps:323.6 +frame:4.90e+05 wall_t:1514 t:30625 epi:nan +opt_step:30000 lr:0.0003 alpha:0.006738 +2026-02-10 22:36:00 | INFO | PID:1405 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-20.47 total_reward_ma:-20.29 loss:-8.866 fps:323.6 +frame:5.00e+05 wall_t:1545 t:31250 epi:nan +opt_step:30625 lr:0.0003 alpha:0.006738 +2026-02-10 22:36:30 | INFO | PID:1405 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-20.52 total_reward_ma:-20.29 loss:-8.595 fps:323.8 +frame:5.10e+05 wall_t:1575 t:31875 epi:nan +opt_step:31250 lr:0.0003 alpha:0.006738 +2026-02-10 22:37:01 | INFO | PID:1405 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-20.59 total_reward_ma:-20.30 loss:-8.331 fps:323.8 +frame:5.20e+05 wall_t:1606 t:32500 epi:nan +opt_step:31875 lr:0.0003 alpha:0.006738 +2026-02-10 22:37:32 | INFO | PID:1405 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-20.64 total_reward_ma:-20.31 loss:-8.183 fps:323.8 +frame:5.30e+05 wall_t:1637 t:33125 epi:nan +opt_step:32500 lr:0.0003 alpha:0.006738 +2026-02-10 22:38:02 | INFO | PID:1405 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-20.66 total_reward_ma:-20.31 loss:-7.731 fps:323.9 +frame:5.40e+05 wall_t:1667 t:33750 epi:nan +opt_step:33125 lr:0.0003 alpha:0.006738 +2026-02-10 22:38:33 | INFO | PID:1405 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-20.72 total_reward_ma:-20.32 loss:-7.621 fps:323.9 +frame:5.50e+05 wall_t:1698 t:34375 epi:nan +opt_step:33750 lr:0.0003 alpha:0.006738 +2026-02-10 22:39:03 | INFO | PID:1405 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-20.77 total_reward_ma:-20.33 loss:-7.181 fps:324.1 +frame:5.60e+05 wall_t:1728 t:35000 epi:nan +opt_step:34375 lr:0.0003 alpha:0.006738 +2026-02-10 22:39:33 | INFO | PID:1405 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-20.81 total_reward_ma:-20.34 loss:-6.84 fps:324.2 +frame:5.70e+05 wall_t:1758 t:35625 epi:nan +opt_step:35000 lr:0.0003 alpha:0.006738 +2026-02-10 22:40:03 | INFO | PID:1405 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-20.84 total_reward_ma:-20.35 loss:-6.691 fps:324.4 +frame:5.80e+05 wall_t:1788 t:36250 epi:nan +opt_step:35625 lr:0.0003 alpha:0.006738 +2026-02-10 22:40:32 | INFO | PID:1405 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-20.87 total_reward_ma:-20.36 loss:-6.314 fps:324.7 +frame:5.90e+05 wall_t:1817 t:36875 epi:nan +opt_step:36250 lr:0.0003 alpha:0.006738 +2026-02-10 22:41:03 | INFO | PID:1405 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-20.90 total_reward_ma:-20.36 loss:-6.163 fps:324.7 +frame:6.00e+05 wall_t:1848 t:37500 epi:nan +opt_step:36875 lr:0.0003 alpha:0.006738 +2026-02-10 22:41:34 | INFO | PID:1405 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-20.91 total_reward_ma:-20.37 loss:-5.896 fps:324.6 +frame:6.10e+05 wall_t:1879 t:38125 epi:nan +opt_step:37500 lr:0.0003 alpha:0.006738 +2026-02-10 22:42:05 | INFO | PID:1405 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-20.95 total_reward_ma:-20.38 loss:-5.629 fps:324.6 +frame:6.20e+05 wall_t:1910 t:38750 epi:nan +opt_step:38125 lr:0.0003 alpha:0.006738 +2026-02-10 22:42:35 | INFO | PID:1405 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-20.95 total_reward_ma:-20.39 loss:-5.359 fps:324.7 +frame:6.30e+05 wall_t:1940 t:39375 epi:nan +opt_step:38750 lr:0.0003 alpha:0.006738 +2026-02-10 22:43:05 | INFO | PID:1405 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-20.97 total_reward_ma:-20.40 loss:-5.091 fps:324.9 +frame:6.40e+05 wall_t:1970 t:40000 epi:nan +opt_step:39375 lr:0.0003 alpha:0.006738 +2026-02-10 22:43:35 | INFO | PID:1405 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-20.98 total_reward_ma:-20.41 loss:-5.156 fps:325 +frame:6.50e+05 wall_t:2000 t:40625 epi:nan +opt_step:40000 lr:0.0003 alpha:0.006738 +2026-02-10 22:44:05 | INFO | PID:1405 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-20.98 total_reward_ma:-20.42 loss:-4.917 fps:325.1 +frame:6.60e+05 wall_t:2030 t:41250 epi:nan +opt_step:40625 lr:0.0003 alpha:0.006738 +2026-02-10 22:44:37 | INFO | PID:1405 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-20.98 total_reward_ma:-20.43 loss:-4.747 fps:324.9 +frame:6.70e+05 wall_t:2062 t:41875 epi:nan +opt_step:41250 lr:0.0003 alpha:0.006738 +2026-02-10 22:45:07 | INFO | PID:1405 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-20.99 total_reward_ma:-20.44 loss:-4.514 fps:325 +frame:6.80e+05 wall_t:2092 t:42500 epi:nan +opt_step:41875 lr:0.0003 alpha:0.006738 +2026-02-10 22:45:37 | INFO | PID:1405 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-20.98 total_reward_ma:-20.44 loss:-4.36 fps:325.2 +frame:6.90e+05 wall_t:2122 t:43125 epi:nan +opt_step:42500 lr:0.0003 alpha:0.006738 +2026-02-10 22:46:08 | INFO | PID:1405 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-20.98 total_reward_ma:-20.45 loss:-4.289 fps:325.1 +frame:7.00e+05 wall_t:2153 t:43750 epi:nan +opt_step:43125 lr:0.0003 alpha:0.006738 +2026-02-10 22:46:38 | INFO | PID:1405 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-20.99 total_reward_ma:-20.46 loss:-4.062 fps:325.2 +frame:7.10e+05 wall_t:2183 t:44375 epi:nan +opt_step:43750 lr:0.0003 alpha:0.006738 +2026-02-10 22:47:09 | INFO | PID:1405 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-20.99 total_reward_ma:-20.47 loss:-3.92 fps:325.2 +frame:7.20e+05 wall_t:2214 t:45000 epi:nan +opt_step:44375 lr:0.0003 alpha:0.006738 +2026-02-10 22:47:40 | INFO | PID:1405 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-20.96 total_reward_ma:-20.47 loss:-3.666 fps:325.2 +frame:7.30e+05 wall_t:2245 t:45625 epi:nan +opt_step:45000 lr:0.0003 alpha:0.006738 +2026-02-10 22:48:11 | INFO | PID:1405 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-20.92 total_reward_ma:-20.48 loss:-3.542 fps:325.1 +frame:7.40e+05 wall_t:2276 t:46250 epi:nan +opt_step:45625 lr:0.0003 alpha:0.006738 +2026-02-10 22:48:42 | INFO | PID:1405 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-20.87 total_reward_ma:-20.49 loss:-3.318 fps:325.1 +frame:7.50e+05 wall_t:2307 t:46875 epi:nan +opt_step:46250 lr:0.0003 alpha:0.006738 +2026-02-10 22:49:12 | INFO | PID:1405 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-20.84 total_reward_ma:-20.49 loss:-3.197 fps:325.2 +frame:7.60e+05 wall_t:2337 t:47500 epi:nan +opt_step:46875 lr:0.0003 alpha:0.006738 +2026-02-10 22:49:42 | INFO | PID:1405 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-20.81 total_reward_ma:-20.49 loss:-3.044 fps:325.3 +frame:7.70e+05 wall_t:2367 t:48125 epi:nan +opt_step:47500 lr:0.0003 alpha:0.006738 +2026-02-10 22:50:12 | INFO | PID:1405 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-20.80 total_reward_ma:-20.50 loss:-2.888 fps:325.4 +frame:7.80e+05 wall_t:2397 t:48750 epi:nan +opt_step:48125 lr:0.0003 alpha:0.006738 +2026-02-10 22:50:43 | INFO | PID:1405 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-20.78 total_reward_ma:-20.50 loss:-2.69 fps:325.4 +frame:7.90e+05 wall_t:2428 t:49375 epi:nan +opt_step:48750 lr:0.0003 alpha:0.006738 +2026-02-10 22:51:13 | INFO | PID:1405 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-20.73 total_reward_ma:-20.50 loss:-2.574 fps:325.5 +frame:8.00e+05 wall_t:2458 t:50000 epi:nan +opt_step:49375 lr:0.0003 alpha:0.006738 +2026-02-10 22:51:43 | INFO | PID:1405 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-20.72 total_reward_ma:-20.51 loss:-2.496 fps:325.6 +frame:8.10e+05 wall_t:2488 t:50625 epi:nan +opt_step:50000 lr:0.0003 alpha:0.006738 +2026-02-10 22:52:14 | INFO | PID:1405 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-20.75 total_reward_ma:-20.51 loss:-2.313 fps:325.5 +frame:8.20e+05 wall_t:2519 t:51250 epi:nan +opt_step:50625 lr:0.0003 alpha:0.006738 +2026-02-10 22:52:44 | INFO | PID:1405 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-20.72 total_reward_ma:-20.51 loss:-2.169 fps:325.6 +frame:8.30e+05 wall_t:2549 t:51875 epi:nan +opt_step:51250 lr:0.0003 alpha:0.006738 +2026-02-10 22:53:14 | INFO | PID:1405 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-20.70 total_reward_ma:-20.52 loss:-1.961 fps:325.7 +frame:8.40e+05 wall_t:2579 t:52500 epi:nan +opt_step:51875 lr:0.0003 alpha:0.006738 +2026-02-10 22:53:44 | INFO | PID:1405 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-20.63 total_reward_ma:-20.52 loss:-1.889 fps:325.8 +frame:8.50e+05 wall_t:2609 t:53125 epi:nan +opt_step:52500 lr:0.0003 alpha:0.006738 +2026-02-10 22:54:15 | INFO | PID:1405 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-20.61 total_reward_ma:-20.52 loss:-1.649 fps:325.8 +frame:8.60e+05 wall_t:2640 t:53750 epi:nan +opt_step:53125 lr:0.0003 alpha:0.006738 +2026-02-10 22:54:46 | INFO | PID:1405 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-20.57 total_reward_ma:-20.52 loss:-1.59 fps:325.7 +frame:8.70e+05 wall_t:2671 t:54375 epi:nan +opt_step:53750 lr:0.0003 alpha:0.006738 +2026-02-10 22:55:16 | INFO | PID:1405 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-20.53 total_reward_ma:-20.52 loss:-1.387 fps:325.8 +frame:8.80e+05 wall_t:2701 t:55000 epi:nan +opt_step:54375 lr:0.0003 alpha:0.006738 +2026-02-10 22:55:47 | INFO | PID:1405 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-20.51 total_reward_ma:-20.52 loss:-1.318 fps:325.8 +frame:8.90e+05 wall_t:2732 t:55625 epi:nan +opt_step:55000 lr:0.0003 alpha:0.006738 +2026-02-10 22:56:17 | INFO | PID:1405 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-20.48 total_reward_ma:-20.52 loss:-1.196 fps:325.9 +frame:9.00e+05 wall_t:2762 t:56250 epi:nan +opt_step:55625 lr:0.0003 alpha:0.006738 +2026-02-10 22:56:47 | INFO | PID:1405 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-20.48 total_reward_ma:-20.52 loss:-1.079 fps:325.9 +frame:9.10e+05 wall_t:2792 t:56875 epi:nan +opt_step:56250 lr:0.0003 alpha:0.006738 +2026-02-10 22:57:18 | INFO | PID:1405 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-20.52 total_reward_ma:-20.52 loss:-0.9235 fps:325.9 +frame:9.20e+05 wall_t:2823 t:57500 epi:nan +opt_step:56875 lr:0.0003 alpha:0.006738 +2026-02-10 22:57:48 | INFO | PID:1405 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-20.52 total_reward_ma:-20.52 loss:-0.6084 fps:326 +frame:9.30e+05 wall_t:2853 t:58125 epi:nan +opt_step:57500 lr:0.0003 alpha:0.006738 +2026-02-10 22:58:18 | INFO | PID:1405 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-20.58 total_reward_ma:-20.52 loss:-0.7618 fps:326 +frame:9.40e+05 wall_t:2883 t:58750 epi:nan +opt_step:58125 lr:0.0003 alpha:0.006738 +2026-02-10 22:58:48 | INFO | PID:1405 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-20.59 total_reward_ma:-20.52 loss:-0.6739 fps:326.1 +frame:9.50e+05 wall_t:2913 t:59375 epi:nan +opt_step:58750 lr:0.0003 alpha:0.006738 +2026-02-10 22:59:18 | INFO | PID:1405 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-20.59 total_reward_ma:-20.52 loss:-0.5677 fps:326.2 +frame:9.60e+05 wall_t:2943 t:60000 epi:nan +opt_step:59375 lr:0.0003 alpha:0.006738 +2026-02-10 22:59:49 | INFO | PID:1405 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-20.56 total_reward_ma:-20.52 loss:-0.6025 fps:326.2 +frame:9.70e+05 wall_t:2974 t:60625 epi:nan +opt_step:60000 lr:0.0003 alpha:0.006738 +2026-02-10 23:00:19 | INFO | PID:1405 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-20.60 total_reward_ma:-20.52 loss:-0.2865 fps:326.2 +frame:9.80e+05 wall_t:3004 t:61250 epi:nan +opt_step:60625 lr:0.0003 alpha:0.006738 +2026-02-10 23:00:50 | INFO | PID:1405 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-20.61 total_reward_ma:-20.52 loss:-0.3496 fps:326.2 +frame:9.90e+05 wall_t:3035 t:61875 epi:nan +opt_step:61250 lr:0.0003 alpha:0.006738 +2026-02-10 23:01:20 | INFO | PID:1405 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-20.58 total_reward_ma:-20.52 loss:-0.2097 fps:326.3 +frame:1.00e+06 wall_t:3065 t:62500 epi:nan +opt_step:61875 lr:0.0003 alpha:0.006738 +2026-02-10 23:01:51 | INFO | PID:1405 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-20.56 total_reward_ma:-20.52 loss:-0.1192 fps:326.2 +frame:1.01e+06 wall_t:3096 t:63125 epi:nan +opt_step:62500 lr:0.0003 alpha:0.006738 +2026-02-10 23:02:22 | INFO | PID:1405 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-20.58 total_reward_ma:-20.53 loss:-0.1698 fps:326.2 +frame:1.02e+06 wall_t:3127 t:63750 epi:nan +opt_step:63125 lr:0.0003 alpha:0.006738 +2026-02-10 23:02:53 | INFO | PID:1405 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-20.55 total_reward_ma:-20.53 loss:0.04604 fps:326.2 +frame:1.03e+06 wall_t:3158 t:64375 epi:nan +opt_step:63750 lr:0.0003 alpha:0.006738 +2026-02-10 23:03:23 | INFO | PID:1405 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-20.55 total_reward_ma:-20.53 loss:0.06095 fps:326.2 +frame:1.04e+06 wall_t:3188 t:65000 epi:nan +opt_step:64375 lr:0.0003 alpha:0.006738 +2026-02-10 23:03:53 | INFO | PID:1405 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-20.62 total_reward_ma:-20.53 loss:0.1519 fps:326.3 +frame:1.05e+06 wall_t:3218 t:65625 epi:nan +opt_step:65000 lr:0.0003 alpha:0.006738 +2026-02-10 23:04:23 | INFO | PID:1405 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-20.59 total_reward_ma:-20.54 loss:0.1396 fps:326.4 +frame:1.06e+06 wall_t:3248 t:66250 epi:nan +opt_step:65625 lr:0.0003 alpha:0.006738 +2026-02-10 23:04:54 | INFO | PID:1405 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-20.60 total_reward_ma:-20.54 loss:0.2747 fps:326.3 +frame:1.07e+06 wall_t:3279 t:66875 epi:nan +opt_step:66250 lr:0.0003 alpha:0.006738 +2026-02-10 23:05:25 | INFO | PID:1405 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-20.61 total_reward_ma:-20.54 loss:0.2321 fps:326.3 +frame:1.08e+06 wall_t:3310 t:67500 epi:nan +opt_step:66875 lr:0.0003 alpha:0.006738 +2026-02-10 23:05:56 | INFO | PID:1405 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-20.68 total_reward_ma:-20.55 loss:0.3103 fps:326.2 +frame:1.09e+06 wall_t:3341 t:68125 epi:nan +opt_step:67500 lr:0.0003 alpha:0.006738 +2026-02-10 23:06:26 | INFO | PID:1405 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-20.66 total_reward_ma:-20.55 loss:0.2903 fps:326.3 +frame:1.10e+06 wall_t:3371 t:68750 epi:nan +opt_step:68125 lr:0.0003 alpha:0.006738 +2026-02-10 23:06:56 | INFO | PID:1405 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-20.64 total_reward_ma:-20.55 loss:0.3621 fps:326.4 +frame:1.11e+06 wall_t:3401 t:69375 epi:nan +opt_step:68750 lr:0.0003 alpha:0.006738 +2026-02-10 23:07:26 | INFO | PID:1405 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-20.69 total_reward_ma:-20.56 loss:0.4284 fps:326.4 +frame:1.12e+06 wall_t:3431 t:70000 epi:nan +opt_step:69375 lr:0.0003 alpha:0.006738 +2026-02-10 23:07:55 | INFO | PID:1405 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-20.67 total_reward_ma:-20.56 loss:0.5699 fps:326.6 +frame:1.13e+06 wall_t:3460 t:70625 epi:nan +opt_step:70000 lr:0.0003 alpha:0.006738 +2026-02-10 23:08:27 | INFO | PID:1405 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-20.65 total_reward_ma:-20.56 loss:0.5454 fps:326.5 +frame:1.14e+06 wall_t:3492 t:71250 epi:nan +opt_step:70625 lr:0.0003 alpha:0.006738 +2026-02-10 23:08:57 | INFO | PID:1405 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-20.65 total_reward_ma:-20.56 loss:0.774 fps:326.5 +frame:1.15e+06 wall_t:3522 t:71875 epi:nan +opt_step:71250 lr:0.0003 alpha:0.006738 +2026-02-10 23:09:27 | INFO | PID:1405 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-20.63 total_reward_ma:-20.57 loss:0.8006 fps:326.6 +frame:1.16e+06 wall_t:3552 t:72500 epi:nan +opt_step:71875 lr:0.0003 alpha:0.006738 +2026-02-10 23:09:57 | INFO | PID:1405 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-20.61 total_reward_ma:-20.57 loss:0.7431 fps:326.6 +frame:1.17e+06 wall_t:3582 t:73125 epi:nan +opt_step:72500 lr:0.0003 alpha:0.006738 +2026-02-10 23:10:26 | INFO | PID:1405 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-20.62 total_reward_ma:-20.57 loss:0.7678 fps:326.8 +frame:1.18e+06 wall_t:3611 t:73750 epi:nan +opt_step:73125 lr:0.0003 alpha:0.006738 +2026-02-10 23:10:56 | INFO | PID:1405 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-20.68 total_reward_ma:-20.58 loss:0.8035 fps:326.8 +frame:1.19e+06 wall_t:3641 t:74375 epi:nan +opt_step:73750 lr:0.0003 alpha:0.006738 +2026-02-10 23:11:26 | INFO | PID:1405 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-20.69 total_reward_ma:-20.58 loss:0.8528 fps:326.9 +frame:1.20e+06 wall_t:3671 t:75000 epi:nan +opt_step:74375 lr:0.0003 alpha:0.006738 +2026-02-10 23:11:57 | INFO | PID:1405 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-20.65 total_reward_ma:-20.58 loss:0.8575 fps:326.9 +frame:1.21e+06 wall_t:3702 t:75625 epi:nan +opt_step:75000 lr:0.0003 alpha:0.006738 +2026-02-10 23:12:28 | INFO | PID:1405 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-20.67 total_reward_ma:-20.59 loss:1.074 fps:326.8 +frame:1.22e+06 wall_t:3733 t:76250 epi:nan +opt_step:75625 lr:0.0003 alpha:0.006738 +2026-02-10 23:12:57 | INFO | PID:1405 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-20.66 total_reward_ma:-20.59 loss:1.136 fps:327 +frame:1.23e+06 wall_t:3762 t:76875 epi:nan +opt_step:76250 lr:0.0003 alpha:0.006738 +2026-02-10 23:13:28 | INFO | PID:1405 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-20.65 total_reward_ma:-20.60 loss:0.9346 fps:326.9 +frame:1.24e+06 wall_t:3793 t:77500 epi:nan +opt_step:76875 lr:0.0003 alpha:0.006738 +2026-02-10 23:13:58 | INFO | PID:1405 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-20.66 total_reward_ma:-20.60 loss:0.9647 fps:327 +frame:1.25e+06 wall_t:3823 t:78125 epi:nan +opt_step:77500 lr:0.0003 alpha:0.006738 +2026-02-10 23:14:28 | INFO | PID:1405 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-20.66 total_reward_ma:-20.60 loss:1.075 fps:327 +frame:1.26e+06 wall_t:3853 t:78750 epi:nan +opt_step:78125 lr:0.0003 alpha:0.006738 +2026-02-10 23:14:59 | INFO | PID:1405 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-20.64 total_reward_ma:-20.61 loss:1.185 fps:327 +frame:1.27e+06 wall_t:3884 t:79375 epi:nan +opt_step:78750 lr:0.0003 alpha:0.006738 +2026-02-10 23:15:30 | INFO | PID:1405 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-20.62 total_reward_ma:-20.61 loss:1.096 fps:326.9 +frame:1.28e+06 wall_t:3915 t:80000 epi:nan +opt_step:79375 lr:0.0003 alpha:0.006738 +2026-02-10 23:16:01 | INFO | PID:1405 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-20.61 total_reward_ma:-20.62 loss:1.071 fps:326.9 +frame:1.29e+06 wall_t:3946 t:80625 epi:nan +opt_step:80000 lr:0.0003 alpha:0.006738 +2026-02-10 23:16:32 | INFO | PID:1405 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-20.63 total_reward_ma:-20.62 loss:1.22 fps:326.9 +frame:1.30e+06 wall_t:3977 t:81250 epi:nan +opt_step:80625 lr:0.0003 alpha:0.006738 +2026-02-10 23:17:01 | INFO | PID:1405 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-20.58 total_reward_ma:-20.62 loss:1.296 fps:327 +frame:1.31e+06 wall_t:4006 t:81875 epi:nan +opt_step:81250 lr:0.0003 alpha:0.006738 +2026-02-10 23:17:31 | INFO | PID:1405 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-20.64 total_reward_ma:-20.63 loss:1.356 fps:327.1 +frame:1.32e+06 wall_t:4036 t:82500 epi:nan +opt_step:81875 lr:0.0003 alpha:0.006738 +2026-02-10 23:18:01 | INFO | PID:1405 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-20.65 total_reward_ma:-20.63 loss:1.315 fps:327.1 +frame:1.33e+06 wall_t:4066 t:83125 epi:nan +opt_step:82500 lr:0.0003 alpha:0.006738 +2026-02-10 23:18:31 | INFO | PID:1405 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-20.65 total_reward_ma:-20.64 loss:1.472 fps:327.1 +frame:1.34e+06 wall_t:4096 t:83750 epi:nan +opt_step:83125 lr:0.0003 alpha:0.006738 +2026-02-10 23:19:03 | INFO | PID:1405 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-20.63 total_reward_ma:-20.64 loss:1.299 fps:327 +frame:1.35e+06 wall_t:4128 t:84375 epi:nan +opt_step:83750 lr:0.0003 alpha:0.006738 +2026-02-10 23:19:33 | INFO | PID:1405 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-20.58 total_reward_ma:-20.65 loss:1.399 fps:327.1 +frame:1.36e+06 wall_t:4158 t:85000 epi:nan +opt_step:84375 lr:0.0003 alpha:0.006738 +2026-02-10 23:20:03 | INFO | PID:1405 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-20.60 total_reward_ma:-20.65 loss:1.249 fps:327.1 +frame:1.37e+06 wall_t:4188 t:85625 epi:nan +opt_step:85000 lr:0.0003 alpha:0.006738 +2026-02-10 23:20:34 | INFO | PID:1405 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-20.61 total_reward_ma:-20.65 loss:1.372 fps:327.1 +frame:1.38e+06 wall_t:4219 t:86250 epi:nan +opt_step:85625 lr:0.0003 alpha:0.006738 +2026-02-10 23:21:04 | INFO | PID:1405 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-20.62 total_reward_ma:-20.66 loss:1.489 fps:327.1 +frame:1.39e+06 wall_t:4249 t:86875 epi:nan +opt_step:86250 lr:0.0003 alpha:0.006738 +2026-02-10 23:21:34 | INFO | PID:1405 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-20.65 total_reward_ma:-20.66 loss:1.431 fps:327.2 +frame:1.40e+06 wall_t:4279 t:87500 epi:nan +opt_step:86875 lr:0.0003 alpha:0.006738 +2026-02-10 23:22:06 | INFO | PID:1405 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-20.61 total_reward_ma:-20.66 loss:1.504 fps:327.1 +frame:1.41e+06 wall_t:4311 t:88125 epi:nan +opt_step:87500 lr:0.0003 alpha:0.006738 +2026-02-10 23:22:36 | INFO | PID:1405 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-20.58 total_reward_ma:-20.67 loss:1.457 fps:327.1 +frame:1.42e+06 wall_t:4341 t:88750 epi:nan +opt_step:88125 lr:0.0003 alpha:0.006738 +2026-02-10 23:23:08 | INFO | PID:1405 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-20.59 total_reward_ma:-20.67 loss:1.469 fps:327 +frame:1.43e+06 wall_t:4373 t:89375 epi:nan +opt_step:88750 lr:0.0003 alpha:0.006738 +2026-02-10 23:23:39 | INFO | PID:1405 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-20.60 total_reward_ma:-20.67 loss:1.439 fps:327 +frame:1.44e+06 wall_t:4404 t:90000 epi:nan +opt_step:89375 lr:0.0003 alpha:0.006738 +2026-02-10 23:24:10 | INFO | PID:1405 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-20.59 total_reward_ma:-20.67 loss:1.579 fps:326.9 +frame:1.45e+06 wall_t:4435 t:90625 epi:nan +opt_step:90000 lr:0.0003 alpha:0.006738 +2026-02-10 23:24:39 | INFO | PID:1405 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-20.56 total_reward_ma:-20.68 loss:1.514 fps:327.1 +frame:1.46e+06 wall_t:4464 t:91250 epi:nan +opt_step:90625 lr:0.0003 alpha:0.006738 +2026-02-10 23:25:08 | INFO | PID:1405 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-20.56 total_reward_ma:-20.68 loss:1.613 fps:327.2 +frame:1.47e+06 wall_t:4493 t:91875 epi:nan +opt_step:91250 lr:0.0003 alpha:0.006738 +2026-02-10 23:25:40 | INFO | PID:1405 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-20.52 total_reward_ma:-20.68 loss:1.558 fps:327.1 +frame:1.48e+06 wall_t:4525 t:92500 epi:nan +opt_step:91875 lr:0.0003 alpha:0.006738 +2026-02-10 23:26:11 | INFO | PID:1405 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-20.48 total_reward_ma:-20.68 loss:1.534 fps:327 +frame:1.49e+06 wall_t:4556 t:93125 epi:nan +opt_step:92500 lr:0.0003 alpha:0.006738 +2026-02-10 23:26:41 | INFO | PID:1405 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-20.47 total_reward_ma:-20.68 loss:1.523 fps:327.1 +frame:1.50e+06 wall_t:4586 t:93750 epi:nan +opt_step:93125 lr:0.0003 alpha:0.006738 +2026-02-10 23:27:11 | INFO | PID:1405 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-20.42 total_reward_ma:-20.68 loss:1.586 fps:327.1 +frame:1.51e+06 wall_t:4616 t:94375 epi:nan +opt_step:93750 lr:0.0003 alpha:0.006738 +2026-02-10 23:27:41 | INFO | PID:1405 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-20.41 total_reward_ma:-20.68 loss:1.54 fps:327.2 +frame:1.52e+06 wall_t:4646 t:95000 epi:nan +opt_step:94375 lr:0.0003 alpha:0.006738 +2026-02-10 23:28:11 | INFO | PID:1405 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-20.44 total_reward_ma:-20.68 loss:1.523 fps:327.2 +frame:1.53e+06 wall_t:4676 t:95625 epi:nan +opt_step:95000 lr:0.0003 alpha:0.006738 +2026-02-10 23:28:42 | INFO | PID:1405 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-20.51 total_reward_ma:-20.68 loss:1.392 fps:327.2 +frame:1.54e+06 wall_t:4707 t:96250 epi:nan +opt_step:95625 lr:0.0003 alpha:0.006738 +2026-02-10 23:29:12 | INFO | PID:1405 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-20.56 total_reward_ma:-20.67 loss:1.337 fps:327.2 +frame:1.55e+06 wall_t:4737 t:96875 epi:nan +opt_step:96250 lr:0.0003 alpha:0.006738 +2026-02-10 23:29:43 | INFO | PID:1405 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-20.66 total_reward_ma:-20.67 loss:1.341 fps:327.2 +frame:1.56e+06 wall_t:4768 t:97500 epi:nan +opt_step:96875 lr:0.0003 alpha:0.006738 +2026-02-10 23:30:12 | INFO | PID:1405 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-20.75 total_reward_ma:-20.67 loss:1.347 fps:327.3 +frame:1.57e+06 wall_t:4797 t:98125 epi:nan +opt_step:97500 lr:0.0003 alpha:0.006738 +2026-02-10 23:30:43 | INFO | PID:1405 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-20.79 total_reward_ma:-20.67 loss:1.182 fps:327.3 +frame:1.58e+06 wall_t:4828 t:98750 epi:nan +opt_step:98125 lr:0.0003 alpha:0.006738 +2026-02-10 23:31:14 | INFO | PID:1405 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-20.90 total_reward_ma:-20.67 loss:1.233 fps:327.2 +frame:1.59e+06 wall_t:4859 t:99375 epi:nan +opt_step:98750 lr:0.0003 alpha:0.006738 +2026-02-10 23:31:45 | INFO | PID:1405 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-20.98 total_reward_ma:-20.67 loss:1.193 fps:327.2 +frame:1.60e+06 wall_t:4890 t:100000 epi:nan +opt_step:99375 lr:0.0003 alpha:0.006738 +2026-02-10 23:32:16 | INFO | PID:1405 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-21.00 total_reward_ma:-20.67 loss:1.186 fps:327.2 +frame:1.61e+06 wall_t:4921 t:100625 epi:nan +opt_step:100000 lr:0.0003 alpha:0.006738 +2026-02-10 23:32:46 | INFO | PID:1405 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-21.00 total_reward_ma:-20.68 loss:1.143 fps:327.2 +frame:1.62e+06 wall_t:4951 t:101250 epi:nan +opt_step:100625 lr:0.0003 alpha:0.006738 +2026-02-10 23:33:17 | INFO | PID:1405 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-21.00 total_reward_ma:-20.68 loss:1.19 fps:327.2 +frame:1.63e+06 wall_t:4982 t:101875 epi:nan +opt_step:101250 lr:0.0003 alpha:0.006738 +2026-02-10 23:33:48 | INFO | PID:1405 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-21.00 total_reward_ma:-20.68 loss:1.109 fps:327.1 +frame:1.64e+06 wall_t:5013 t:102500 epi:nan +opt_step:101875 lr:0.0003 alpha:0.006738 +2026-02-10 23:34:19 | INFO | PID:1405 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-21.00 total_reward_ma:-20.68 loss:1.078 fps:327.1 +frame:1.65e+06 wall_t:5044 t:103125 epi:nan +opt_step:102500 lr:0.0003 alpha:0.006738 +2026-02-10 23:34:49 | INFO | PID:1405 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-21.00 total_reward_ma:-20.68 loss:1.105 fps:327.2 +frame:1.66e+06 wall_t:5074 t:103750 epi:nan +opt_step:103125 lr:0.0003 alpha:0.006738 +2026-02-10 23:35:20 | INFO | PID:1405 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-20.99 total_reward_ma:-20.68 loss:1.09 fps:327.1 +frame:1.67e+06 wall_t:5105 t:104375 epi:nan +opt_step:103750 lr:0.0003 alpha:0.006738 +2026-02-10 23:35:50 | INFO | PID:1405 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-20.99 total_reward_ma:-20.68 loss:1.159 fps:327.2 +frame:1.68e+06 wall_t:5135 t:105000 epi:nan +opt_step:104375 lr:0.0003 alpha:0.006738 +2026-02-10 23:36:21 | INFO | PID:1405 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-20.93 total_reward_ma:-20.68 loss:1.153 fps:327.1 +frame:1.69e+06 wall_t:5166 t:105625 epi:nan +opt_step:105000 lr:0.0003 alpha:0.006738 +2026-02-10 23:36:51 | INFO | PID:1405 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-20.83 total_reward_ma:-20.67 loss:1.118 fps:327.2 +frame:1.70e+06 wall_t:5196 t:106250 epi:nan +opt_step:105625 lr:0.0003 alpha:0.006738 +2026-02-10 23:37:21 | INFO | PID:1405 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-20.70 total_reward_ma:-20.67 loss:1.164 fps:327.2 +frame:1.71e+06 wall_t:5226 t:106875 epi:nan +opt_step:106250 lr:0.0003 alpha:0.006738 +2026-02-10 23:37:52 | INFO | PID:1405 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-20.64 total_reward_ma:-20.67 loss:1.174 fps:327.2 +frame:1.72e+06 wall_t:5257 t:107500 epi:nan +opt_step:106875 lr:0.0003 alpha:0.006738 +2026-02-10 23:38:23 | INFO | PID:1405 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-20.57 total_reward_ma:-20.66 loss:1.18 fps:327.2 +frame:1.73e+06 wall_t:5288 t:108125 epi:nan +opt_step:107500 lr:0.0003 alpha:0.006738 +2026-02-10 23:38:54 | INFO | PID:1405 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-20.52 total_reward_ma:-20.66 loss:1.226 fps:327.1 +frame:1.74e+06 wall_t:5319 t:108750 epi:nan +opt_step:108125 lr:0.0003 alpha:0.006738 +2026-02-10 23:39:25 | INFO | PID:1405 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-20.40 total_reward_ma:-20.66 loss:1.241 fps:327.1 +frame:1.75e+06 wall_t:5350 t:109375 epi:nan +opt_step:108750 lr:0.0003 alpha:0.006738 +2026-02-10 23:39:55 | INFO | PID:1405 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-20.31 total_reward_ma:-20.65 loss:1.296 fps:327.1 +frame:1.76e+06 wall_t:5380 t:110000 epi:nan +opt_step:109375 lr:0.0003 alpha:0.006738 +2026-02-10 23:40:25 | INFO | PID:1405 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-20.22 total_reward_ma:-20.64 loss:1.308 fps:327.2 +frame:1.77e+06 wall_t:5410 t:110625 epi:nan +opt_step:110000 lr:0.0003 alpha:0.006738 +2026-02-10 23:40:56 | INFO | PID:1405 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-20.19 total_reward_ma:-20.64 loss:1.403 fps:327.1 +frame:1.78e+06 wall_t:5441 t:111250 epi:nan +opt_step:110625 lr:0.0003 alpha:0.006738 +2026-02-10 23:41:27 | INFO | PID:1405 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-20.22 total_reward_ma:-20.63 loss:1.376 fps:327.1 +frame:1.79e+06 wall_t:5472 t:111875 epi:nan +opt_step:111250 lr:0.0003 alpha:0.006738 +2026-02-10 23:41:57 | INFO | PID:1405 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-20.27 total_reward_ma:-20.63 loss:1.438 fps:327.2 +frame:1.80e+06 wall_t:5502 t:112500 epi:nan +opt_step:111875 lr:0.0003 alpha:0.006738 +2026-02-10 23:42:28 | INFO | PID:1405 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-20.29 total_reward_ma:-20.62 loss:1.443 fps:327.1 +frame:1.81e+06 wall_t:5533 t:113125 epi:nan +opt_step:112500 lr:0.0003 alpha:0.006738 +2026-02-10 23:42:58 | INFO | PID:1405 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-20.32 total_reward_ma:-20.62 loss:1.419 fps:327.2 +frame:1.82e+06 wall_t:5563 t:113750 epi:nan +opt_step:113125 lr:0.0003 alpha:0.006738 +2026-02-10 23:43:28 | INFO | PID:1405 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-20.34 total_reward_ma:-20.62 loss:1.447 fps:327.2 +frame:1.83e+06 wall_t:5593 t:114375 epi:nan +opt_step:113750 lr:0.0003 alpha:0.006738 +2026-02-10 23:43:58 | INFO | PID:1405 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-20.42 total_reward_ma:-20.61 loss:1.481 fps:327.2 +frame:1.84e+06 wall_t:5623 t:115000 epi:nan +opt_step:114375 lr:0.0003 alpha:0.006738 +2026-02-10 23:44:28 | INFO | PID:1405 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-20.50 total_reward_ma:-20.61 loss:1.437 fps:327.3 +frame:1.85e+06 wall_t:5653 t:115625 epi:nan +opt_step:115000 lr:0.0003 alpha:0.006738 +2026-02-10 23:44:58 | INFO | PID:1405 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-20.52 total_reward_ma:-20.61 loss:1.486 fps:327.3 +frame:1.86e+06 wall_t:5683 t:116250 epi:nan +opt_step:115625 lr:0.0003 alpha:0.006738 +2026-02-10 23:45:27 | INFO | PID:1405 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-20.50 total_reward_ma:-20.61 loss:1.461 fps:327.4 +frame:1.87e+06 wall_t:5712 t:116875 epi:nan +opt_step:116250 lr:0.0003 alpha:0.006738 +2026-02-10 23:45:57 | INFO | PID:1405 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-20.43 total_reward_ma:-20.61 loss:1.524 fps:327.4 +frame:1.88e+06 wall_t:5742 t:117500 epi:nan +opt_step:116875 lr:0.0003 alpha:0.006738 +2026-02-10 23:46:28 | INFO | PID:1405 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-20.46 total_reward_ma:-20.61 loss:1.511 fps:327.4 +frame:1.89e+06 wall_t:5773 t:118125 epi:nan +opt_step:117500 lr:0.0003 alpha:0.006738 +2026-02-10 23:46:59 | INFO | PID:1405 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-20.44 total_reward_ma:-20.61 loss:1.536 fps:327.4 +frame:1.90e+06 wall_t:5804 t:118750 epi:nan +opt_step:118125 lr:0.0003 alpha:0.006738 +2026-02-10 23:47:30 | INFO | PID:1405 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-20.41 total_reward_ma:-20.61 loss:1.424 fps:327.3 +frame:1.91e+06 wall_t:5835 t:119375 epi:nan +opt_step:118750 lr:0.0003 alpha:0.006738 +2026-02-10 23:48:00 | INFO | PID:1405 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-20.43 total_reward_ma:-20.61 loss:1.579 fps:327.4 +frame:1.92e+06 wall_t:5865 t:120000 epi:nan +opt_step:119375 lr:0.0003 alpha:0.006738 +2026-02-10 23:48:32 | INFO | PID:1405 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-20.43 total_reward_ma:-20.61 loss:1.469 fps:327.3 +frame:1.93e+06 wall_t:5897 t:120625 epi:nan +opt_step:120000 lr:0.0003 alpha:0.006738 +2026-02-10 23:49:03 | INFO | PID:1405 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-20.40 total_reward_ma:-20.60 loss:1.49 fps:327.3 +frame:1.94e+06 wall_t:5928 t:121250 epi:nan +opt_step:120625 lr:0.0003 alpha:0.006738 +2026-02-10 23:49:34 | INFO | PID:1405 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-20.35 total_reward_ma:-20.60 loss:1.523 fps:327.2 +frame:1.95e+06 wall_t:5959 t:121875 epi:nan +opt_step:121250 lr:0.0003 alpha:0.006738 +2026-02-10 23:50:04 | INFO | PID:1405 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-20.42 total_reward_ma:-20.60 loss:1.512 fps:327.3 +frame:1.96e+06 wall_t:5989 t:122500 epi:nan +opt_step:121875 lr:0.0003 alpha:0.006738 +2026-02-10 23:50:36 | INFO | PID:1405 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-20.42 total_reward_ma:-20.60 loss:1.576 fps:327.2 +frame:1.97e+06 wall_t:6021 t:123125 epi:nan +opt_step:122500 lr:0.0003 alpha:0.006738 +2026-02-10 23:51:02 | INFO | PID:1405 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-20.41 total_reward_ma:-20.60 loss:1.546 fps:327.4 +frame:1.98e+06 wall_t:6047 t:123750 epi:nan +opt_step:123125 lr:0.0003 alpha:0.006738 +2026-02-10 23:51:22 | INFO | PID:1405 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-20.39 total_reward_ma:-20.59 loss:1.566 fps:328 +frame:1.99e+06 wall_t:6067 t:124375 epi:nan +opt_step:123750 lr:0.0003 alpha:0.006738 +2026-02-10 23:51:41 | INFO | PID:1405 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-20.40 total_reward_ma:-20.59 loss:1.541 fps:328.6 +frame:2.00e+06 wall_t:6086 t:125000 epi:nan +opt_step:124375 lr:0.0003 alpha:0.006738 +2026-02-10 23:51:42 | INFO | PID:1405 | slm_lab.lib.logger:info | Session 0 done diff --git a/data/sac_atari_pong_2026_02_10_221007/log/sac_atari_pong_t0_s1.log b/data/sac_atari_pong_2026_02_10_221007/log/sac_atari_pong_t0_s1.log new file mode 100644 index 0000000000000000000000000000000000000000..2c4bdeb3a69f9c5a95a44aee4f8c1271802fdcd1 --- /dev/null +++ b/data/sac_atari_pong_2026_02_10_221007/log/sac_atari_pong_t0_s1.log @@ -0,0 +1,802 @@ +2026-02-10 22:10:12 | INFO | PID:1406 | slm_lab.env:_make_vector_env | AtariVectorEnv: 16 envs, native preprocessing +2026-02-10 22:11:09 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:nan total_reward_ma:nan loss:nan fps:185.2 +frame:1.00e+04 wall_t:54 t:625 epi:nan +opt_step:0 lr:0.0003 alpha:1 +2026-02-10 22:11:40 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-20.19 total_reward_ma:-20.19 loss:-7.751 fps:235.3 +frame:2.00e+04 wall_t:85 t:1250 epi:nan +opt_step:625 lr:0.0003 alpha:0.8344 +2026-02-10 22:12:11 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-20.28 total_reward_ma:-20.23 loss:-10.93 fps:260.9 +frame:3.00e+04 wall_t:115 t:1875 epi:nan +opt_step:1250 lr:0.0003 alpha:0.7059 +2026-02-10 22:12:43 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-20.12 total_reward_ma:-20.20 loss:-13.58 fps:270.3 +frame:4.00e+04 wall_t:148 t:2500 epi:nan +opt_step:1875 lr:0.0003 alpha:0.6026 +2026-02-10 22:13:13 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-20.13 total_reward_ma:-20.18 loss:-15.78 fps:280.9 +frame:5.00e+04 wall_t:178 t:3125 epi:nan +opt_step:2500 lr:0.0003 alpha:0.5177 +2026-02-10 22:13:43 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-20.14 total_reward_ma:-20.17 loss:-17.59 fps:288.5 +frame:6.00e+04 wall_t:208 t:3750 epi:nan +opt_step:3125 lr:0.0003 alpha:0.4468 +2026-02-10 22:14:14 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-20.11 total_reward_ma:-20.16 loss:-19.01 fps:292.9 +frame:7.00e+04 wall_t:239 t:4375 epi:nan +opt_step:3750 lr:0.0003 alpha:0.3868 +2026-02-10 22:14:44 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-20.09 total_reward_ma:-20.15 loss:-20.12 fps:297.4 +frame:8.00e+04 wall_t:269 t:5000 epi:nan +opt_step:4375 lr:0.0003 alpha:0.3355 +2026-02-10 22:15:14 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-20.10 total_reward_ma:-20.15 loss:-20.97 fps:301 +frame:9.00e+04 wall_t:299 t:5625 epi:nan +opt_step:5000 lr:0.0003 alpha:0.2916 +2026-02-10 22:15:45 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-20.17 total_reward_ma:-20.15 loss:-21.57 fps:303 +frame:1.00e+05 wall_t:330 t:6250 epi:nan +opt_step:5625 lr:0.0003 alpha:0.2536 +2026-02-10 22:16:16 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-20.11 total_reward_ma:-20.14 loss:-21.77 fps:304.7 +frame:1.10e+05 wall_t:361 t:6875 epi:nan +opt_step:6250 lr:0.0003 alpha:0.2208 +2026-02-10 22:16:46 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-20.12 total_reward_ma:-20.14 loss:-22.28 fps:306.9 +frame:1.20e+05 wall_t:391 t:7500 epi:nan +opt_step:6875 lr:0.0003 alpha:0.1923 +2026-02-10 22:17:16 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-20.09 total_reward_ma:-20.14 loss:-22.44 fps:308.8 +frame:1.30e+05 wall_t:421 t:8125 epi:nan +opt_step:7500 lr:0.0003 alpha:0.1676 +2026-02-10 22:17:46 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-20.14 total_reward_ma:-20.14 loss:-22.25 fps:310.4 +frame:1.40e+05 wall_t:451 t:8750 epi:nan +opt_step:8125 lr:0.0003 alpha:0.1461 +2026-02-10 22:18:17 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-20.15 total_reward_ma:-20.14 loss:-22.4 fps:311.2 +frame:1.50e+05 wall_t:482 t:9375 epi:nan +opt_step:8750 lr:0.0003 alpha:0.1274 +2026-02-10 22:18:47 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-20.18 total_reward_ma:-20.14 loss:-22.19 fps:312.5 +frame:1.60e+05 wall_t:512 t:10000 epi:nan +opt_step:9375 lr:0.0003 alpha:0.1111 +2026-02-10 22:19:16 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-20.23 total_reward_ma:-20.15 loss:-21.96 fps:314.2 +frame:1.70e+05 wall_t:541 t:10625 epi:nan +opt_step:10000 lr:0.0003 alpha:0.09691 +2026-02-10 22:19:46 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-20.26 total_reward_ma:-20.15 loss:-21.71 fps:315.2 +frame:1.80e+05 wall_t:571 t:11250 epi:nan +opt_step:10625 lr:0.0003 alpha:0.08456 +2026-02-10 22:20:17 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-20.23 total_reward_ma:-20.16 loss:-21.4 fps:315.6 +frame:1.90e+05 wall_t:602 t:11875 epi:nan +opt_step:11250 lr:0.0003 alpha:0.0738 +2026-02-10 22:20:46 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-20.19 total_reward_ma:-20.16 loss:-21.05 fps:317 +frame:2.00e+05 wall_t:631 t:12500 epi:nan +opt_step:11875 lr:0.0003 alpha:0.06443 +2026-02-10 22:21:16 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-20.25 total_reward_ma:-20.16 loss:-20.65 fps:317.7 +frame:2.10e+05 wall_t:661 t:13125 epi:nan +opt_step:12500 lr:0.0003 alpha:0.05625 +2026-02-10 22:21:46 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-20.30 total_reward_ma:-20.17 loss:-20.2 fps:318.4 +frame:2.20e+05 wall_t:691 t:13750 epi:nan +opt_step:13125 lr:0.0003 alpha:0.04912 +2026-02-10 22:22:18 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-20.22 total_reward_ma:-20.17 loss:-19.76 fps:318.1 +frame:2.30e+05 wall_t:723 t:14375 epi:nan +opt_step:13750 lr:0.0003 alpha:0.04291 +2026-02-10 22:22:48 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-20.26 total_reward_ma:-20.18 loss:-19.36 fps:318.7 +frame:2.40e+05 wall_t:753 t:15000 epi:nan +opt_step:14375 lr:0.0003 alpha:0.03749 +2026-02-10 22:23:18 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-20.26 total_reward_ma:-20.18 loss:-18.72 fps:319.3 +frame:2.50e+05 wall_t:783 t:15625 epi:nan +opt_step:15000 lr:0.0003 alpha:0.03276 +2026-02-10 22:23:48 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-20.26 total_reward_ma:-20.18 loss:-18.38 fps:319.8 +frame:2.60e+05 wall_t:813 t:16250 epi:nan +opt_step:15625 lr:0.0003 alpha:0.02864 +2026-02-10 22:24:18 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-20.20 total_reward_ma:-20.18 loss:-17.94 fps:320.7 +frame:2.70e+05 wall_t:842 t:16875 epi:nan +opt_step:16250 lr:0.0003 alpha:0.02504 +2026-02-10 22:24:47 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-20.18 total_reward_ma:-20.18 loss:-17.46 fps:321.1 +frame:2.80e+05 wall_t:872 t:17500 epi:nan +opt_step:16875 lr:0.0003 alpha:0.0219 +2026-02-10 22:25:17 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-20.13 total_reward_ma:-20.18 loss:-16.95 fps:321.5 +frame:2.90e+05 wall_t:902 t:18125 epi:nan +opt_step:17500 lr:0.0003 alpha:0.01916 +2026-02-10 22:25:47 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-20.16 total_reward_ma:-20.18 loss:-16.63 fps:321.9 +frame:3.00e+05 wall_t:932 t:18750 epi:nan +opt_step:18125 lr:0.0003 alpha:0.01676 +2026-02-10 22:26:18 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-20.19 total_reward_ma:-20.18 loss:-15.96 fps:321.9 +frame:3.10e+05 wall_t:963 t:19375 epi:nan +opt_step:18750 lr:0.0003 alpha:0.01467 +2026-02-10 22:26:48 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-20.20 total_reward_ma:-20.18 loss:-15.41 fps:322.3 +frame:3.20e+05 wall_t:993 t:20000 epi:nan +opt_step:19375 lr:0.0003 alpha:0.01284 +2026-02-10 22:27:18 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-20.22 total_reward_ma:-20.18 loss:-15.17 fps:322.6 +frame:3.30e+05 wall_t:1023 t:20625 epi:nan +opt_step:20000 lr:0.0003 alpha:0.01125 +2026-02-10 22:27:49 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-20.19 total_reward_ma:-20.18 loss:-14.73 fps:322.6 +frame:3.40e+05 wall_t:1054 t:21250 epi:nan +opt_step:20625 lr:0.0003 alpha:0.009857 +2026-02-10 22:28:19 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-20.21 total_reward_ma:-20.18 loss:-14.22 fps:322.9 +frame:3.50e+05 wall_t:1084 t:21875 epi:nan +opt_step:21250 lr:0.0003 alpha:0.008829 +2026-02-10 22:28:49 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-20.23 total_reward_ma:-20.19 loss:-13.84 fps:323.2 +frame:3.60e+05 wall_t:1114 t:22500 epi:nan +opt_step:21875 lr:0.0003 alpha:0.00773 +2026-02-10 22:29:19 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-20.19 total_reward_ma:-20.19 loss:-13.23 fps:323.4 +frame:3.70e+05 wall_t:1144 t:23125 epi:nan +opt_step:22500 lr:0.0003 alpha:0.006776 +2026-02-10 22:29:49 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-20.24 total_reward_ma:-20.19 loss:-12.85 fps:323.7 +frame:3.80e+05 wall_t:1174 t:23750 epi:nan +opt_step:23125 lr:0.0003 alpha:0.006738 +2026-02-10 22:30:19 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-20.28 total_reward_ma:-20.19 loss:-12.49 fps:323.9 +frame:3.90e+05 wall_t:1204 t:24375 epi:nan +opt_step:23750 lr:0.0003 alpha:0.006738 +2026-02-10 22:30:50 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-20.21 total_reward_ma:-20.19 loss:-12.05 fps:323.9 +frame:4.00e+05 wall_t:1235 t:25000 epi:nan +opt_step:24375 lr:0.0003 alpha:0.006738 +2026-02-10 22:31:21 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-20.25 total_reward_ma:-20.19 loss:-11.62 fps:323.9 +frame:4.10e+05 wall_t:1266 t:25625 epi:nan +opt_step:25000 lr:0.0003 alpha:0.006738 +2026-02-10 22:31:50 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-20.31 total_reward_ma:-20.19 loss:-11.32 fps:324.3 +frame:4.20e+05 wall_t:1295 t:26250 epi:nan +opt_step:25625 lr:0.0003 alpha:0.006738 +2026-02-10 22:32:20 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-20.39 total_reward_ma:-20.20 loss:-11 fps:324.5 +frame:4.30e+05 wall_t:1325 t:26875 epi:nan +opt_step:26250 lr:0.0003 alpha:0.006738 +2026-02-10 22:32:51 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-20.43 total_reward_ma:-20.20 loss:-10.55 fps:324.5 +frame:4.40e+05 wall_t:1356 t:27500 epi:nan +opt_step:26875 lr:0.0003 alpha:0.006738 +2026-02-10 22:33:21 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-20.48 total_reward_ma:-20.21 loss:-10.37 fps:324.7 +frame:4.50e+05 wall_t:1386 t:28125 epi:nan +opt_step:27500 lr:0.0003 alpha:0.006738 +2026-02-10 22:33:50 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-20.58 total_reward_ma:-20.22 loss:-9.989 fps:325.1 +frame:4.60e+05 wall_t:1415 t:28750 epi:nan +opt_step:28125 lr:0.0003 alpha:0.006738 +2026-02-10 22:34:20 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-20.65 total_reward_ma:-20.23 loss:-9.586 fps:325.3 +frame:4.70e+05 wall_t:1445 t:29375 epi:nan +opt_step:28750 lr:0.0003 alpha:0.006738 +2026-02-10 22:34:50 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-20.69 total_reward_ma:-20.24 loss:-9.254 fps:325.4 +frame:4.80e+05 wall_t:1475 t:30000 epi:nan +opt_step:29375 lr:0.0003 alpha:0.006738 +2026-02-10 22:35:20 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-20.74 total_reward_ma:-20.25 loss:-9.07 fps:325.8 +frame:4.90e+05 wall_t:1504 t:30625 epi:nan +opt_step:30000 lr:0.0003 alpha:0.006738 +2026-02-10 22:35:50 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-20.72 total_reward_ma:-20.26 loss:-8.721 fps:325.7 +frame:5.00e+05 wall_t:1535 t:31250 epi:nan +opt_step:30625 lr:0.0003 alpha:0.006738 +2026-02-10 22:36:20 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-20.73 total_reward_ma:-20.27 loss:-8.35 fps:325.9 +frame:5.10e+05 wall_t:1565 t:31875 epi:nan +opt_step:31250 lr:0.0003 alpha:0.006738 +2026-02-10 22:36:50 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-20.72 total_reward_ma:-20.28 loss:-8.121 fps:326 +frame:5.20e+05 wall_t:1595 t:32500 epi:nan +opt_step:31875 lr:0.0003 alpha:0.006738 +2026-02-10 22:37:20 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-20.73 total_reward_ma:-20.29 loss:-7.744 fps:326.2 +frame:5.30e+05 wall_t:1625 t:33125 epi:nan +opt_step:32500 lr:0.0003 alpha:0.006738 +2026-02-10 22:37:50 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-20.72 total_reward_ma:-20.29 loss:-7.481 fps:326.3 +frame:5.40e+05 wall_t:1655 t:33750 epi:nan +opt_step:33125 lr:0.0003 alpha:0.006738 +2026-02-10 22:38:20 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-20.74 total_reward_ma:-20.30 loss:-7.177 fps:326.4 +frame:5.50e+05 wall_t:1685 t:34375 epi:nan +opt_step:33750 lr:0.0003 alpha:0.006738 +2026-02-10 22:38:49 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-20.78 total_reward_ma:-20.31 loss:-6.979 fps:326.7 +frame:5.60e+05 wall_t:1714 t:35000 epi:nan +opt_step:34375 lr:0.0003 alpha:0.006738 +2026-02-10 22:39:20 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-20.81 total_reward_ma:-20.32 loss:-6.663 fps:326.6 +frame:5.70e+05 wall_t:1745 t:35625 epi:nan +opt_step:35000 lr:0.0003 alpha:0.006738 +2026-02-10 22:39:50 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-20.87 total_reward_ma:-20.33 loss:-6.459 fps:326.8 +frame:5.80e+05 wall_t:1775 t:36250 epi:nan +opt_step:35625 lr:0.0003 alpha:0.006738 +2026-02-10 22:40:21 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-20.89 total_reward_ma:-20.34 loss:-6.072 fps:326.7 +frame:5.90e+05 wall_t:1806 t:36875 epi:nan +opt_step:36250 lr:0.0003 alpha:0.006738 +2026-02-10 22:40:51 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-20.94 total_reward_ma:-20.35 loss:-5.949 fps:326.8 +frame:6.00e+05 wall_t:1836 t:37500 epi:nan +opt_step:36875 lr:0.0003 alpha:0.006738 +2026-02-10 22:41:21 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-20.95 total_reward_ma:-20.36 loss:-5.778 fps:326.9 +frame:6.10e+05 wall_t:1866 t:38125 epi:nan +opt_step:37500 lr:0.0003 alpha:0.006738 +2026-02-10 22:41:51 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-20.96 total_reward_ma:-20.37 loss:-5.488 fps:327 +frame:6.20e+05 wall_t:1896 t:38750 epi:nan +opt_step:38125 lr:0.0003 alpha:0.006738 +2026-02-10 22:42:21 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-20.96 total_reward_ma:-20.38 loss:-5.344 fps:327.1 +frame:6.30e+05 wall_t:1926 t:39375 epi:nan +opt_step:38750 lr:0.0003 alpha:0.006738 +2026-02-10 22:42:52 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-20.97 total_reward_ma:-20.39 loss:-5.203 fps:327 +frame:6.40e+05 wall_t:1957 t:40000 epi:nan +opt_step:39375 lr:0.0003 alpha:0.006738 +2026-02-10 22:43:22 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-20.95 total_reward_ma:-20.40 loss:-5.026 fps:327.1 +frame:6.50e+05 wall_t:1987 t:40625 epi:nan +opt_step:40000 lr:0.0003 alpha:0.006738 +2026-02-10 22:43:53 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-20.94 total_reward_ma:-20.40 loss:-4.731 fps:327.1 +frame:6.60e+05 wall_t:2018 t:41250 epi:nan +opt_step:40625 lr:0.0003 alpha:0.006738 +2026-02-10 22:44:23 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-20.90 total_reward_ma:-20.41 loss:-4.552 fps:327.1 +frame:6.70e+05 wall_t:2048 t:41875 epi:nan +opt_step:41250 lr:0.0003 alpha:0.006738 +2026-02-10 22:44:53 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-20.86 total_reward_ma:-20.42 loss:-4.404 fps:327.2 +frame:6.80e+05 wall_t:2078 t:42500 epi:nan +opt_step:41875 lr:0.0003 alpha:0.006738 +2026-02-10 22:45:23 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-20.86 total_reward_ma:-20.43 loss:-4.075 fps:327.3 +frame:6.90e+05 wall_t:2108 t:43125 epi:nan +opt_step:42500 lr:0.0003 alpha:0.006738 +2026-02-10 22:45:53 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-20.83 total_reward_ma:-20.43 loss:-4.021 fps:327.4 +frame:7.00e+05 wall_t:2138 t:43750 epi:nan +opt_step:43125 lr:0.0003 alpha:0.006738 +2026-02-10 22:46:22 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-20.82 total_reward_ma:-20.44 loss:-3.902 fps:327.6 +frame:7.10e+05 wall_t:2167 t:44375 epi:nan +opt_step:43750 lr:0.0003 alpha:0.006738 +2026-02-10 22:46:51 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-20.74 total_reward_ma:-20.44 loss:-3.686 fps:327.9 +frame:7.20e+05 wall_t:2196 t:45000 epi:nan +opt_step:44375 lr:0.0003 alpha:0.006738 +2026-02-10 22:47:21 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-20.66 total_reward_ma:-20.44 loss:-3.529 fps:327.9 +frame:7.30e+05 wall_t:2226 t:45625 epi:nan +opt_step:45000 lr:0.0003 alpha:0.006738 +2026-02-10 22:47:51 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-20.61 total_reward_ma:-20.45 loss:-3.307 fps:328 +frame:7.40e+05 wall_t:2256 t:46250 epi:nan +opt_step:45625 lr:0.0003 alpha:0.006738 +2026-02-10 22:48:21 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-20.58 total_reward_ma:-20.45 loss:-3.075 fps:328.1 +frame:7.50e+05 wall_t:2286 t:46875 epi:nan +opt_step:46250 lr:0.0003 alpha:0.006738 +2026-02-10 22:48:52 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-20.62 total_reward_ma:-20.45 loss:-2.98 fps:328 +frame:7.60e+05 wall_t:2317 t:47500 epi:nan +opt_step:46875 lr:0.0003 alpha:0.006738 +2026-02-10 22:49:22 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-20.61 total_reward_ma:-20.45 loss:-2.908 fps:328.1 +frame:7.70e+05 wall_t:2347 t:48125 epi:nan +opt_step:47500 lr:0.0003 alpha:0.006738 +2026-02-10 22:49:53 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-20.62 total_reward_ma:-20.45 loss:-2.772 fps:328 +frame:7.80e+05 wall_t:2378 t:48750 epi:nan +opt_step:48125 lr:0.0003 alpha:0.006738 +2026-02-10 22:50:23 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-20.63 total_reward_ma:-20.46 loss:-2.513 fps:328.1 +frame:7.90e+05 wall_t:2408 t:49375 epi:nan +opt_step:48750 lr:0.0003 alpha:0.006738 +2026-02-10 22:50:54 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-20.64 total_reward_ma:-20.46 loss:-2.337 fps:328 +frame:8.00e+05 wall_t:2439 t:50000 epi:nan +opt_step:49375 lr:0.0003 alpha:0.006738 +2026-02-10 22:51:24 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-20.69 total_reward_ma:-20.46 loss:-2.203 fps:328.1 +frame:8.10e+05 wall_t:2469 t:50625 epi:nan +opt_step:50000 lr:0.0003 alpha:0.006738 +2026-02-10 22:51:54 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-20.73 total_reward_ma:-20.47 loss:-2.011 fps:328.1 +frame:8.20e+05 wall_t:2499 t:51250 epi:nan +opt_step:50625 lr:0.0003 alpha:0.006738 +2026-02-10 22:52:24 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-20.73 total_reward_ma:-20.47 loss:-1.874 fps:328.2 +frame:8.30e+05 wall_t:2529 t:51875 epi:nan +opt_step:51250 lr:0.0003 alpha:0.006738 +2026-02-10 22:52:53 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-20.69 total_reward_ma:-20.47 loss:-1.846 fps:328.4 +frame:8.40e+05 wall_t:2558 t:52500 epi:nan +opt_step:51875 lr:0.0003 alpha:0.006738 +2026-02-10 22:53:24 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-20.61 total_reward_ma:-20.47 loss:-1.623 fps:328.3 +frame:8.50e+05 wall_t:2589 t:53125 epi:nan +opt_step:52500 lr:0.0003 alpha:0.006738 +2026-02-10 22:53:53 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-20.55 total_reward_ma:-20.47 loss:-1.461 fps:328.5 +frame:8.60e+05 wall_t:2618 t:53750 epi:nan +opt_step:53125 lr:0.0003 alpha:0.006738 +2026-02-10 22:54:23 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-20.50 total_reward_ma:-20.47 loss:-1.473 fps:328.5 +frame:8.70e+05 wall_t:2648 t:54375 epi:nan +opt_step:53750 lr:0.0003 alpha:0.006738 +2026-02-10 22:54:52 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-20.43 total_reward_ma:-20.47 loss:-1.331 fps:328.7 +frame:8.80e+05 wall_t:2677 t:55000 epi:nan +opt_step:54375 lr:0.0003 alpha:0.006738 +2026-02-10 22:55:23 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-20.33 total_reward_ma:-20.47 loss:-1.287 fps:328.7 +frame:8.90e+05 wall_t:2708 t:55625 epi:nan +opt_step:55000 lr:0.0003 alpha:0.006738 +2026-02-10 22:55:53 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-20.27 total_reward_ma:-20.47 loss:-1.239 fps:328.7 +frame:9.00e+05 wall_t:2738 t:56250 epi:nan +opt_step:55625 lr:0.0003 alpha:0.006738 +2026-02-10 22:56:23 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-20.22 total_reward_ma:-20.47 loss:-1.047 fps:328.8 +frame:9.10e+05 wall_t:2768 t:56875 epi:nan +opt_step:56250 lr:0.0003 alpha:0.006738 +2026-02-10 22:56:54 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-20.17 total_reward_ma:-20.46 loss:-0.8845 fps:328.7 +frame:9.20e+05 wall_t:2799 t:57500 epi:nan +opt_step:56875 lr:0.0003 alpha:0.006738 +2026-02-10 22:57:23 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-20.18 total_reward_ma:-20.46 loss:-0.8743 fps:328.9 +frame:9.30e+05 wall_t:2828 t:58125 epi:nan +opt_step:57500 lr:0.0003 alpha:0.006738 +2026-02-10 22:57:54 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-20.21 total_reward_ma:-20.46 loss:-0.8825 fps:328.8 +frame:9.40e+05 wall_t:2859 t:58750 epi:nan +opt_step:58125 lr:0.0003 alpha:0.006738 +2026-02-10 22:58:24 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-20.17 total_reward_ma:-20.46 loss:-0.802 fps:328.8 +frame:9.50e+05 wall_t:2889 t:59375 epi:nan +opt_step:58750 lr:0.0003 alpha:0.006738 +2026-02-10 22:58:54 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-20.19 total_reward_ma:-20.45 loss:-0.8005 fps:328.9 +frame:9.60e+05 wall_t:2919 t:60000 epi:nan +opt_step:59375 lr:0.0003 alpha:0.006738 +2026-02-10 22:59:24 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-20.24 total_reward_ma:-20.45 loss:-0.6986 fps:328.9 +frame:9.70e+05 wall_t:2949 t:60625 epi:nan +opt_step:60000 lr:0.0003 alpha:0.006738 +2026-02-10 22:59:53 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-20.36 total_reward_ma:-20.45 loss:-0.5464 fps:329.1 +frame:9.80e+05 wall_t:2978 t:61250 epi:nan +opt_step:60625 lr:0.0003 alpha:0.006738 +2026-02-10 23:00:23 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-20.44 total_reward_ma:-20.45 loss:-0.4588 fps:329.1 +frame:9.90e+05 wall_t:3008 t:61875 epi:nan +opt_step:61250 lr:0.0003 alpha:0.006738 +2026-02-10 23:00:53 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-20.51 total_reward_ma:-20.45 loss:-0.4776 fps:329.2 +frame:1.00e+06 wall_t:3038 t:62500 epi:nan +opt_step:61875 lr:0.0003 alpha:0.006738 +2026-02-10 23:01:23 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-20.57 total_reward_ma:-20.45 loss:-0.3385 fps:329.2 +frame:1.01e+06 wall_t:3068 t:63125 epi:nan +opt_step:62500 lr:0.0003 alpha:0.006738 +2026-02-10 23:01:53 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-20.58 total_reward_ma:-20.45 loss:-0.3121 fps:329.2 +frame:1.02e+06 wall_t:3098 t:63750 epi:nan +opt_step:63125 lr:0.0003 alpha:0.006738 +2026-02-10 23:02:22 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-20.61 total_reward_ma:-20.46 loss:-0.1468 fps:329.4 +frame:1.03e+06 wall_t:3127 t:64375 epi:nan +opt_step:63750 lr:0.0003 alpha:0.006738 +2026-02-10 23:02:52 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-20.64 total_reward_ma:-20.46 loss:-0.1652 fps:329.4 +frame:1.04e+06 wall_t:3157 t:65000 epi:nan +opt_step:64375 lr:0.0003 alpha:0.006738 +2026-02-10 23:03:22 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-20.64 total_reward_ma:-20.47 loss:-0.0267 fps:329.5 +frame:1.05e+06 wall_t:3187 t:65625 epi:nan +opt_step:65000 lr:0.0003 alpha:0.006738 +2026-02-10 23:03:51 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-20.68 total_reward_ma:-20.47 loss:-0.003396 fps:329.6 +frame:1.06e+06 wall_t:3216 t:66250 epi:nan +opt_step:65625 lr:0.0003 alpha:0.006738 +2026-02-10 23:04:21 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-20.62 total_reward_ma:-20.48 loss:0.1091 fps:329.6 +frame:1.07e+06 wall_t:3246 t:66875 epi:nan +opt_step:66250 lr:0.0003 alpha:0.006738 +2026-02-10 23:04:51 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-20.55 total_reward_ma:-20.48 loss:0.1618 fps:329.7 +frame:1.08e+06 wall_t:3276 t:67500 epi:nan +opt_step:66875 lr:0.0003 alpha:0.006738 +2026-02-10 23:05:22 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-20.49 total_reward_ma:-20.49 loss:0.2077 fps:329.6 +frame:1.09e+06 wall_t:3307 t:68125 epi:nan +opt_step:67500 lr:0.0003 alpha:0.006738 +2026-02-10 23:05:53 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-20.48 total_reward_ma:-20.49 loss:0.3033 fps:329.5 +frame:1.10e+06 wall_t:3338 t:68750 epi:nan +opt_step:68125 lr:0.0003 alpha:0.006738 +2026-02-10 23:06:23 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-20.44 total_reward_ma:-20.49 loss:0.2525 fps:329.6 +frame:1.11e+06 wall_t:3368 t:69375 epi:nan +opt_step:68750 lr:0.0003 alpha:0.006738 +2026-02-10 23:06:53 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-20.40 total_reward_ma:-20.50 loss:0.3181 fps:329.6 +frame:1.12e+06 wall_t:3398 t:70000 epi:nan +opt_step:69375 lr:0.0003 alpha:0.006738 +2026-02-10 23:07:23 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-20.37 total_reward_ma:-20.50 loss:0.3349 fps:329.6 +frame:1.13e+06 wall_t:3428 t:70625 epi:nan +opt_step:70000 lr:0.0003 alpha:0.006738 +2026-02-10 23:07:52 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-20.37 total_reward_ma:-20.50 loss:0.5093 fps:329.8 +frame:1.14e+06 wall_t:3457 t:71250 epi:nan +opt_step:70625 lr:0.0003 alpha:0.006738 +2026-02-10 23:08:21 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-20.24 total_reward_ma:-20.50 loss:0.432 fps:329.9 +frame:1.15e+06 wall_t:3486 t:71875 epi:nan +opt_step:71250 lr:0.0003 alpha:0.006738 +2026-02-10 23:08:52 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-20.26 total_reward_ma:-20.50 loss:0.3424 fps:329.8 +frame:1.16e+06 wall_t:3517 t:72500 epi:nan +opt_step:71875 lr:0.0003 alpha:0.006738 +2026-02-10 23:09:22 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-20.32 total_reward_ma:-20.50 loss:0.4604 fps:329.9 +frame:1.17e+06 wall_t:3547 t:73125 epi:nan +opt_step:72500 lr:0.0003 alpha:0.006738 +2026-02-10 23:09:52 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-20.35 total_reward_ma:-20.51 loss:0.4504 fps:329.9 +frame:1.18e+06 wall_t:3577 t:73750 epi:nan +opt_step:73125 lr:0.0003 alpha:0.006738 +2026-02-10 23:10:22 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-20.32 total_reward_ma:-20.51 loss:0.5209 fps:329.9 +frame:1.19e+06 wall_t:3607 t:74375 epi:nan +opt_step:73750 lr:0.0003 alpha:0.006738 +2026-02-10 23:10:52 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-20.33 total_reward_ma:-20.51 loss:0.5557 fps:329.9 +frame:1.20e+06 wall_t:3637 t:75000 epi:nan +opt_step:74375 lr:0.0003 alpha:0.006738 +2026-02-10 23:11:22 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-20.42 total_reward_ma:-20.51 loss:0.6717 fps:330 +frame:1.21e+06 wall_t:3667 t:75625 epi:nan +opt_step:75000 lr:0.0003 alpha:0.006738 +2026-02-10 23:11:52 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-20.45 total_reward_ma:-20.51 loss:0.596 fps:330 +frame:1.22e+06 wall_t:3697 t:76250 epi:nan +opt_step:75625 lr:0.0003 alpha:0.006738 +2026-02-10 23:12:22 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-20.41 total_reward_ma:-20.51 loss:0.5737 fps:330 +frame:1.23e+06 wall_t:3727 t:76875 epi:nan +opt_step:76250 lr:0.0003 alpha:0.006738 +2026-02-10 23:12:52 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-20.55 total_reward_ma:-20.52 loss:0.617 fps:330.1 +frame:1.24e+06 wall_t:3757 t:77500 epi:nan +opt_step:76875 lr:0.0003 alpha:0.006738 +2026-02-10 23:13:21 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-20.52 total_reward_ma:-20.52 loss:0.6304 fps:330.2 +frame:1.25e+06 wall_t:3786 t:78125 epi:nan +opt_step:77500 lr:0.0003 alpha:0.006738 +2026-02-10 23:13:52 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-20.53 total_reward_ma:-20.52 loss:0.691 fps:330.1 +frame:1.26e+06 wall_t:3817 t:78750 epi:nan +opt_step:78125 lr:0.0003 alpha:0.006738 +2026-02-10 23:14:22 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-20.52 total_reward_ma:-20.52 loss:0.6844 fps:330.1 +frame:1.27e+06 wall_t:3847 t:79375 epi:nan +opt_step:78750 lr:0.0003 alpha:0.006738 +2026-02-10 23:14:51 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-20.49 total_reward_ma:-20.53 loss:0.7116 fps:330.2 +frame:1.28e+06 wall_t:3876 t:80000 epi:nan +opt_step:79375 lr:0.0003 alpha:0.006738 +2026-02-10 23:15:22 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-20.51 total_reward_ma:-20.53 loss:0.5848 fps:330.2 +frame:1.29e+06 wall_t:3907 t:80625 epi:nan +opt_step:80000 lr:0.0003 alpha:0.006738 +2026-02-10 23:15:52 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-20.47 total_reward_ma:-20.53 loss:0.5884 fps:330.2 +frame:1.30e+06 wall_t:3937 t:81250 epi:nan +opt_step:80625 lr:0.0003 alpha:0.006743 +2026-02-10 23:16:22 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-20.37 total_reward_ma:-20.54 loss:0.6681 fps:330.2 +frame:1.31e+06 wall_t:3967 t:81875 epi:nan +opt_step:81250 lr:0.0003 alpha:0.006817 +2026-02-10 23:16:51 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-20.27 total_reward_ma:-20.54 loss:0.6097 fps:330.3 +frame:1.32e+06 wall_t:3996 t:82500 epi:nan +opt_step:81875 lr:0.0003 alpha:0.006902 +2026-02-10 23:17:21 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-20.19 total_reward_ma:-20.54 loss:0.5891 fps:330.4 +frame:1.33e+06 wall_t:4026 t:83125 epi:nan +opt_step:82500 lr:0.0003 alpha:0.006794 +2026-02-10 23:17:50 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-20.05 total_reward_ma:-20.53 loss:0.6145 fps:330.5 +frame:1.34e+06 wall_t:4055 t:83750 epi:nan +opt_step:83125 lr:0.0003 alpha:0.006738 +2026-02-10 23:18:20 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-19.88 total_reward_ma:-20.53 loss:0.5044 fps:330.5 +frame:1.35e+06 wall_t:4085 t:84375 epi:nan +opt_step:83750 lr:0.0003 alpha:0.006738 +2026-02-10 23:18:50 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-19.76 total_reward_ma:-20.53 loss:0.5263 fps:330.5 +frame:1.36e+06 wall_t:4115 t:85000 epi:nan +opt_step:84375 lr:0.0003 alpha:0.006738 +2026-02-10 23:19:21 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-19.60 total_reward_ma:-20.52 loss:0.5663 fps:330.4 +frame:1.37e+06 wall_t:4146 t:85625 epi:nan +opt_step:85000 lr:0.0003 alpha:0.006738 +2026-02-10 23:19:50 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-19.48 total_reward_ma:-20.51 loss:0.4989 fps:330.5 +frame:1.38e+06 wall_t:4175 t:86250 epi:nan +opt_step:85625 lr:0.0003 alpha:0.006738 +2026-02-10 23:20:20 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-19.43 total_reward_ma:-20.50 loss:0.4228 fps:330.6 +frame:1.39e+06 wall_t:4205 t:86875 epi:nan +opt_step:86250 lr:0.0003 alpha:0.006738 +2026-02-10 23:20:50 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-19.31 total_reward_ma:-20.50 loss:0.418 fps:330.6 +frame:1.40e+06 wall_t:4235 t:87500 epi:nan +opt_step:86875 lr:0.0003 alpha:0.006738 +2026-02-10 23:21:19 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-19.11 total_reward_ma:-20.48 loss:0.4774 fps:330.7 +frame:1.41e+06 wall_t:4264 t:88125 epi:nan +opt_step:87500 lr:0.0003 alpha:0.006738 +2026-02-10 23:21:49 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-19.09 total_reward_ma:-20.47 loss:0.4056 fps:330.7 +frame:1.42e+06 wall_t:4294 t:88750 epi:nan +opt_step:88125 lr:0.0003 alpha:0.006738 +2026-02-10 23:22:18 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-18.96 total_reward_ma:-20.46 loss:0.3525 fps:330.8 +frame:1.43e+06 wall_t:4323 t:89375 epi:nan +opt_step:88750 lr:0.0003 alpha:0.006738 +2026-02-10 23:22:48 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-18.78 total_reward_ma:-20.44 loss:0.4263 fps:330.8 +frame:1.44e+06 wall_t:4353 t:90000 epi:nan +opt_step:89375 lr:0.0003 alpha:0.006738 +2026-02-10 23:23:18 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-18.60 total_reward_ma:-20.42 loss:0.306 fps:330.8 +frame:1.45e+06 wall_t:4383 t:90625 epi:nan +opt_step:90000 lr:0.0003 alpha:0.006738 +2026-02-10 23:23:48 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-18.56 total_reward_ma:-20.40 loss:0.2955 fps:330.8 +frame:1.46e+06 wall_t:4413 t:91250 epi:nan +opt_step:90625 lr:0.0003 alpha:0.006738 +2026-02-10 23:24:16 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-18.44 total_reward_ma:-20.38 loss:0.2253 fps:331 +frame:1.47e+06 wall_t:4441 t:91875 epi:nan +opt_step:91250 lr:0.0003 alpha:0.006738 +2026-02-10 23:24:46 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-18.14 total_reward_ma:-20.35 loss:0.2286 fps:331 +frame:1.48e+06 wall_t:4471 t:92500 epi:nan +opt_step:91875 lr:0.0003 alpha:0.006738 +2026-02-10 23:25:16 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-17.93 total_reward_ma:-20.33 loss:0.2434 fps:331 +frame:1.49e+06 wall_t:4501 t:93125 epi:nan +opt_step:92500 lr:0.0003 alpha:0.006738 +2026-02-10 23:25:46 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-17.86 total_reward_ma:-20.30 loss:0.2118 fps:331.1 +frame:1.50e+06 wall_t:4531 t:93750 epi:nan +opt_step:93125 lr:0.0003 alpha:0.006738 +2026-02-10 23:26:16 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-17.84 total_reward_ma:-20.27 loss:0.1567 fps:331.1 +frame:1.51e+06 wall_t:4561 t:94375 epi:nan +opt_step:93750 lr:0.0003 alpha:0.006738 +2026-02-10 23:26:46 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-17.55 total_reward_ma:-20.24 loss:0.1889 fps:331.1 +frame:1.52e+06 wall_t:4591 t:95000 epi:nan +opt_step:94375 lr:0.0003 alpha:0.006738 +2026-02-10 23:27:16 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-17.36 total_reward_ma:-20.20 loss:0.138 fps:331.1 +frame:1.53e+06 wall_t:4621 t:95625 epi:nan +opt_step:95000 lr:0.0003 alpha:0.006738 +2026-02-10 23:27:45 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-17.33 total_reward_ma:-20.17 loss:0.08539 fps:331.2 +frame:1.54e+06 wall_t:4650 t:96250 epi:nan +opt_step:95625 lr:0.0003 alpha:0.006738 +2026-02-10 23:28:15 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-17.14 total_reward_ma:-20.13 loss:0.05384 fps:331.2 +frame:1.55e+06 wall_t:4680 t:96875 epi:nan +opt_step:96250 lr:0.0003 alpha:0.006738 +2026-02-10 23:28:45 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-16.97 total_reward_ma:-20.10 loss:0.0529 fps:331.2 +frame:1.56e+06 wall_t:4710 t:97500 epi:nan +opt_step:96875 lr:0.0003 alpha:0.006738 +2026-02-10 23:29:15 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-16.90 total_reward_ma:-20.06 loss:0.07201 fps:331.2 +frame:1.57e+06 wall_t:4740 t:98125 epi:nan +opt_step:97500 lr:0.0003 alpha:0.006738 +2026-02-10 23:29:45 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-16.84 total_reward_ma:-20.02 loss:-0.0141 fps:331.2 +frame:1.58e+06 wall_t:4770 t:98750 epi:nan +opt_step:98125 lr:0.0003 alpha:0.006738 +2026-02-10 23:30:16 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-16.34 total_reward_ma:-19.97 loss:-0.02349 fps:331.2 +frame:1.59e+06 wall_t:4801 t:99375 epi:nan +opt_step:98750 lr:0.0003 alpha:0.006738 +2026-02-10 23:30:46 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-16.12 total_reward_ma:-19.92 loss:-0.02279 fps:331.2 +frame:1.60e+06 wall_t:4831 t:100000 epi:nan +opt_step:99375 lr:0.0003 alpha:0.006738 +2026-02-10 23:31:16 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-15.91 total_reward_ma:-19.87 loss:-0.05585 fps:331.2 +frame:1.61e+06 wall_t:4861 t:100625 epi:nan +opt_step:100000 lr:0.0003 alpha:0.006738 +2026-02-10 23:31:46 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-15.61 total_reward_ma:-19.82 loss:-0.0343 fps:331.2 +frame:1.62e+06 wall_t:4891 t:101250 epi:nan +opt_step:100625 lr:0.0003 alpha:0.006738 +2026-02-10 23:32:16 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-15.27 total_reward_ma:-19.76 loss:-0.1105 fps:331.2 +frame:1.63e+06 wall_t:4921 t:101875 epi:nan +opt_step:101250 lr:0.0003 alpha:0.006738 +2026-02-10 23:32:47 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-15.04 total_reward_ma:-19.70 loss:-0.09723 fps:331.2 +frame:1.64e+06 wall_t:4952 t:102500 epi:nan +opt_step:101875 lr:0.0003 alpha:0.006738 +2026-02-10 23:33:17 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-14.45 total_reward_ma:-19.64 loss:-0.1637 fps:331.2 +frame:1.65e+06 wall_t:4982 t:103125 epi:nan +opt_step:102500 lr:0.0003 alpha:0.006738 +2026-02-10 23:33:47 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-14.34 total_reward_ma:-19.57 loss:-0.1379 fps:331.2 +frame:1.66e+06 wall_t:5012 t:103750 epi:nan +opt_step:103125 lr:0.0003 alpha:0.006738 +2026-02-10 23:34:17 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-13.88 total_reward_ma:-19.50 loss:-0.207 fps:331.2 +frame:1.67e+06 wall_t:5042 t:104375 epi:nan +opt_step:103750 lr:0.0003 alpha:0.006738 +2026-02-10 23:34:47 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-13.44 total_reward_ma:-19.43 loss:-0.2895 fps:331.2 +frame:1.68e+06 wall_t:5072 t:105000 epi:nan +opt_step:104375 lr:0.0003 alpha:0.006738 +2026-02-10 23:35:17 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-13.09 total_reward_ma:-19.35 loss:-0.2704 fps:331.2 +frame:1.69e+06 wall_t:5102 t:105625 epi:nan +opt_step:105000 lr:0.0003 alpha:0.006738 +2026-02-10 23:35:47 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-12.40 total_reward_ma:-19.27 loss:-0.3948 fps:331.3 +frame:1.70e+06 wall_t:5132 t:106250 epi:nan +opt_step:105625 lr:0.0003 alpha:0.006738 +2026-02-10 23:36:17 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-12.01 total_reward_ma:-19.18 loss:-0.413 fps:331.3 +frame:1.71e+06 wall_t:5162 t:106875 epi:nan +opt_step:106250 lr:0.0003 alpha:0.006738 +2026-02-10 23:36:47 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-11.59 total_reward_ma:-19.09 loss:-0.4879 fps:331.3 +frame:1.72e+06 wall_t:5192 t:107500 epi:nan +opt_step:106875 lr:0.0003 alpha:0.006738 +2026-02-10 23:37:17 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-10.71 total_reward_ma:-18.99 loss:-0.4991 fps:331.3 +frame:1.73e+06 wall_t:5222 t:108125 epi:nan +opt_step:107500 lr:0.0003 alpha:0.006738 +2026-02-10 23:37:46 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-10.06 total_reward_ma:-18.88 loss:-0.4994 fps:331.4 +frame:1.74e+06 wall_t:5251 t:108750 epi:nan +opt_step:108125 lr:0.0003 alpha:0.006738 +2026-02-10 23:38:16 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-10.06 total_reward_ma:-18.78 loss:-0.573 fps:331.4 +frame:1.75e+06 wall_t:5281 t:109375 epi:nan +opt_step:108750 lr:0.0003 alpha:0.006738 +2026-02-10 23:38:47 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-9.36 total_reward_ma:-18.66 loss:-0.5964 fps:331.3 +frame:1.76e+06 wall_t:5312 t:110000 epi:nan +opt_step:109375 lr:0.0003 alpha:0.006738 +2026-02-10 23:39:18 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-8.41 total_reward_ma:-18.54 loss:-0.6408 fps:331.3 +frame:1.77e+06 wall_t:5343 t:110625 epi:nan +opt_step:110000 lr:0.0003 alpha:0.006738 +2026-02-10 23:39:48 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-7.23 total_reward_ma:-18.41 loss:-0.7516 fps:331.3 +frame:1.78e+06 wall_t:5373 t:111250 epi:nan +opt_step:110625 lr:0.0003 alpha:0.006738 +2026-02-10 23:40:20 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-6.67 total_reward_ma:-18.27 loss:-0.7347 fps:331.2 +frame:1.79e+06 wall_t:5405 t:111875 epi:nan +opt_step:111250 lr:0.0003 alpha:0.006738 +2026-02-10 23:40:50 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-6.53 total_reward_ma:-18.13 loss:-0.8044 fps:331.2 +frame:1.80e+06 wall_t:5435 t:112500 epi:nan +opt_step:111875 lr:0.0003 alpha:0.006738 +2026-02-10 23:41:19 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-5.69 total_reward_ma:-17.98 loss:-0.8264 fps:331.3 +frame:1.81e+06 wall_t:5464 t:113125 epi:nan +opt_step:112500 lr:0.0003 alpha:0.006738 +2026-02-10 23:41:50 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-4.98 total_reward_ma:-17.82 loss:-0.8836 fps:331.2 +frame:1.82e+06 wall_t:5495 t:113750 epi:nan +opt_step:113125 lr:0.0003 alpha:0.006738 +2026-02-10 23:42:20 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-4.07 total_reward_ma:-17.65 loss:-1.002 fps:331.2 +frame:1.83e+06 wall_t:5525 t:114375 epi:nan +opt_step:113750 lr:0.0003 alpha:0.006738 +2026-02-10 23:42:51 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-3.47 total_reward_ma:-17.48 loss:-0.9876 fps:331.2 +frame:1.84e+06 wall_t:5556 t:115000 epi:nan +opt_step:114375 lr:0.0003 alpha:0.006738 +2026-02-10 23:43:20 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-3.03 total_reward_ma:-17.30 loss:-1.117 fps:331.2 +frame:1.85e+06 wall_t:5585 t:115625 epi:nan +opt_step:115000 lr:0.0003 alpha:0.006738 +2026-02-10 23:43:50 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-1.71 total_reward_ma:-17.12 loss:-1.072 fps:331.3 +frame:1.86e+06 wall_t:5615 t:116250 epi:nan +opt_step:115625 lr:0.0003 alpha:0.006738 +2026-02-10 23:44:20 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-1.71 total_reward_ma:-16.93 loss:-1.148 fps:331.3 +frame:1.87e+06 wall_t:5645 t:116875 epi:nan +opt_step:116250 lr:0.0003 alpha:0.006738 +2026-02-10 23:44:50 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-1.27 total_reward_ma:-16.74 loss:-1.104 fps:331.3 +frame:1.88e+06 wall_t:5675 t:117500 epi:nan +opt_step:116875 lr:0.0003 alpha:0.006738 +2026-02-10 23:45:20 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-0.68 total_reward_ma:-16.54 loss:-1.184 fps:331.3 +frame:1.89e+06 wall_t:5705 t:118125 epi:nan +opt_step:117500 lr:0.0003 alpha:0.006738 +2026-02-10 23:45:51 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-0.24 total_reward_ma:-16.34 loss:-1.228 fps:331.2 +frame:1.90e+06 wall_t:5736 t:118750 epi:nan +opt_step:118125 lr:0.0003 alpha:0.006738 +2026-02-10 23:46:21 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-0.04 total_reward_ma:-16.14 loss:-1.231 fps:331.3 +frame:1.91e+06 wall_t:5766 t:119375 epi:nan +opt_step:118750 lr:0.0003 alpha:0.006738 +2026-02-10 23:46:52 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:0.15 total_reward_ma:-15.93 loss:-1.323 fps:331.2 +frame:1.92e+06 wall_t:5797 t:120000 epi:nan +opt_step:119375 lr:0.0003 alpha:0.006738 +2026-02-10 23:47:22 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:0.73 total_reward_ma:-15.73 loss:-1.375 fps:331.2 +frame:1.93e+06 wall_t:5827 t:120625 epi:nan +opt_step:120000 lr:0.0003 alpha:0.006738 +2026-02-10 23:47:53 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:1.03 total_reward_ma:-15.51 loss:-1.281 fps:331.2 +frame:1.94e+06 wall_t:5858 t:121250 epi:nan +opt_step:120625 lr:0.0003 alpha:0.006738 +2026-02-10 23:48:24 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:1.53 total_reward_ma:-15.30 loss:-1.331 fps:331.1 +frame:1.95e+06 wall_t:5889 t:121875 epi:nan +opt_step:121250 lr:0.0003 alpha:0.006738 +2026-02-10 23:48:54 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:1.71 total_reward_ma:-15.08 loss:-1.315 fps:331.1 +frame:1.96e+06 wall_t:5919 t:122500 epi:nan +opt_step:121875 lr:0.0003 alpha:0.006738 +2026-02-10 23:49:24 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:2.02 total_reward_ma:-14.85 loss:-1.359 fps:331.1 +frame:1.97e+06 wall_t:5949 t:123125 epi:nan +opt_step:122500 lr:0.0003 alpha:0.006738 +2026-02-10 23:49:55 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:2.07 total_reward_ma:-14.63 loss:-1.355 fps:331.1 +frame:1.98e+06 wall_t:5980 t:123750 epi:nan +opt_step:123125 lr:0.0003 alpha:0.006738 +2026-02-10 23:50:25 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:2.48 total_reward_ma:-14.40 loss:-1.38 fps:331.1 +frame:1.99e+06 wall_t:6010 t:124375 epi:nan +opt_step:123750 lr:0.0003 alpha:0.006738 +2026-02-10 23:50:55 | INFO | PID:1406 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:2.69 total_reward_ma:-14.17 loss:-1.339 fps:331.1 +frame:2.00e+06 wall_t:6040 t:125000 epi:nan +opt_step:124375 lr:0.0003 alpha:0.006738 +2026-02-10 23:50:55 | INFO | PID:1406 | slm_lab.lib.logger:info | Session 1 done diff --git a/data/sac_atari_pong_2026_02_10_221007/log/sac_atari_pong_t0_s2.log b/data/sac_atari_pong_2026_02_10_221007/log/sac_atari_pong_t0_s2.log new file mode 100644 index 0000000000000000000000000000000000000000..130967ffea0ec2b6946d109885a3716490346b4b --- /dev/null +++ b/data/sac_atari_pong_2026_02_10_221007/log/sac_atari_pong_t0_s2.log @@ -0,0 +1,802 @@ +2026-02-10 22:10:12 | INFO | PID:1407 | slm_lab.env:_make_vector_env | AtariVectorEnv: 16 envs, native preprocessing +2026-02-10 22:11:10 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:nan total_reward_ma:nan loss:nan fps:181.8 +frame:1.00e+04 wall_t:55 t:625 epi:nan +opt_step:0 lr:0.0003 alpha:1 +2026-02-10 22:11:40 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-19.93 total_reward_ma:-19.93 loss:-7.826 fps:235.3 +frame:2.00e+04 wall_t:85 t:1250 epi:nan +opt_step:625 lr:0.0003 alpha:0.8343 +2026-02-10 22:12:10 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-20.15 total_reward_ma:-20.04 loss:-11.04 fps:260.9 +frame:3.00e+04 wall_t:115 t:1875 epi:nan +opt_step:1250 lr:0.0003 alpha:0.7057 +2026-02-10 22:12:41 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-20.21 total_reward_ma:-20.10 loss:-13.97 fps:274 +frame:4.00e+04 wall_t:146 t:2500 epi:nan +opt_step:1875 lr:0.0003 alpha:0.6024 +2026-02-10 22:13:10 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-20.30 total_reward_ma:-20.15 loss:-16.22 fps:285.7 +frame:5.00e+04 wall_t:175 t:3125 epi:nan +opt_step:2500 lr:0.0003 alpha:0.5176 +2026-02-10 22:13:42 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-20.30 total_reward_ma:-20.18 loss:-18.04 fps:289.9 +frame:6.00e+04 wall_t:207 t:3750 epi:nan +opt_step:3125 lr:0.0003 alpha:0.4467 +2026-02-10 22:14:12 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-20.33 total_reward_ma:-20.20 loss:-18.89 fps:295.4 +frame:7.00e+04 wall_t:237 t:4375 epi:nan +opt_step:3750 lr:0.0003 alpha:0.3867 +2026-02-10 22:14:42 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-20.29 total_reward_ma:-20.22 loss:-20 fps:299.6 +frame:8.00e+04 wall_t:267 t:5000 epi:nan +opt_step:4375 lr:0.0003 alpha:0.3355 +2026-02-10 22:15:12 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-20.29 total_reward_ma:-20.23 loss:-21.02 fps:303 +frame:9.00e+04 wall_t:297 t:5625 epi:nan +opt_step:5000 lr:0.0003 alpha:0.2915 +2026-02-10 22:15:42 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-20.27 total_reward_ma:-20.23 loss:-22.01 fps:305.8 +frame:1.00e+05 wall_t:327 t:6250 epi:nan +opt_step:5625 lr:0.0003 alpha:0.2536 +2026-02-10 22:16:13 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-20.22 total_reward_ma:-20.23 loss:-22.5 fps:307.3 +frame:1.10e+05 wall_t:358 t:6875 epi:nan +opt_step:6250 lr:0.0003 alpha:0.2207 +2026-02-10 22:16:44 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-20.27 total_reward_ma:-20.23 loss:-22.36 fps:308.5 +frame:1.20e+05 wall_t:389 t:7500 epi:nan +opt_step:6875 lr:0.0003 alpha:0.1923 +2026-02-10 22:17:14 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-20.28 total_reward_ma:-20.24 loss:-22.08 fps:310.3 +frame:1.30e+05 wall_t:419 t:8125 epi:nan +opt_step:7500 lr:0.0003 alpha:0.1675 +2026-02-10 22:17:45 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-20.28 total_reward_ma:-20.24 loss:-22.53 fps:311.1 +frame:1.40e+05 wall_t:450 t:8750 epi:nan +opt_step:8125 lr:0.0003 alpha:0.146 +2026-02-10 22:18:14 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-20.31 total_reward_ma:-20.25 loss:-22.53 fps:313.2 +frame:1.50e+05 wall_t:479 t:9375 epi:nan +opt_step:8750 lr:0.0003 alpha:0.1273 +2026-02-10 22:18:45 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-20.32 total_reward_ma:-20.25 loss:-22.41 fps:313.7 +frame:1.60e+05 wall_t:510 t:10000 epi:nan +opt_step:9375 lr:0.0003 alpha:0.1111 +2026-02-10 22:19:15 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-20.37 total_reward_ma:-20.26 loss:-22.22 fps:314.8 +frame:1.70e+05 wall_t:540 t:10625 epi:nan +opt_step:10000 lr:0.0003 alpha:0.09689 +2026-02-10 22:19:45 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-20.31 total_reward_ma:-20.26 loss:-21.85 fps:315.8 +frame:1.80e+05 wall_t:570 t:11250 epi:nan +opt_step:10625 lr:0.0003 alpha:0.08454 +2026-02-10 22:20:15 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-20.36 total_reward_ma:-20.27 loss:-21.48 fps:316.7 +frame:1.90e+05 wall_t:600 t:11875 epi:nan +opt_step:11250 lr:0.0003 alpha:0.07379 +2026-02-10 22:20:45 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-20.44 total_reward_ma:-20.28 loss:-20.74 fps:317.5 +frame:2.00e+05 wall_t:630 t:12500 epi:nan +opt_step:11875 lr:0.0003 alpha:0.06442 +2026-02-10 22:21:15 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-20.40 total_reward_ma:-20.28 loss:-20.62 fps:318.2 +frame:2.10e+05 wall_t:660 t:13125 epi:nan +opt_step:12500 lr:0.0003 alpha:0.05625 +2026-02-10 22:21:45 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-20.41 total_reward_ma:-20.29 loss:-20.57 fps:318.8 +frame:2.20e+05 wall_t:690 t:13750 epi:nan +opt_step:13125 lr:0.0003 alpha:0.04912 +2026-02-10 22:22:15 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-20.37 total_reward_ma:-20.29 loss:-20.13 fps:319.4 +frame:2.30e+05 wall_t:720 t:14375 epi:nan +opt_step:13750 lr:0.0003 alpha:0.04291 +2026-02-10 22:22:45 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-20.29 total_reward_ma:-20.29 loss:-19.46 fps:320 +frame:2.40e+05 wall_t:750 t:15000 epi:nan +opt_step:14375 lr:0.0003 alpha:0.03749 +2026-02-10 22:23:14 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-20.24 total_reward_ma:-20.29 loss:-18.83 fps:320.9 +frame:2.50e+05 wall_t:779 t:15625 epi:nan +opt_step:15000 lr:0.0003 alpha:0.03276 +2026-02-10 22:23:43 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-20.19 total_reward_ma:-20.29 loss:-18.6 fps:321.8 +frame:2.60e+05 wall_t:808 t:16250 epi:nan +opt_step:15625 lr:0.0003 alpha:0.02864 +2026-02-10 22:24:13 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-20.14 total_reward_ma:-20.28 loss:-17.95 fps:322.2 +frame:2.70e+05 wall_t:838 t:16875 epi:nan +opt_step:16250 lr:0.0003 alpha:0.02504 +2026-02-10 22:24:43 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-20.17 total_reward_ma:-20.28 loss:-17.58 fps:322.6 +frame:2.80e+05 wall_t:868 t:17500 epi:nan +opt_step:16875 lr:0.0003 alpha:0.0219 +2026-02-10 22:25:12 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-20.14 total_reward_ma:-20.27 loss:-17.26 fps:323.3 +frame:2.90e+05 wall_t:897 t:18125 epi:nan +opt_step:17500 lr:0.0003 alpha:0.01916 +2026-02-10 22:25:42 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-20.14 total_reward_ma:-20.27 loss:-16.84 fps:323.6 +frame:3.00e+05 wall_t:927 t:18750 epi:nan +opt_step:18125 lr:0.0003 alpha:0.01676 +2026-02-10 22:26:12 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-20.14 total_reward_ma:-20.26 loss:-16.2 fps:323.9 +frame:3.10e+05 wall_t:957 t:19375 epi:nan +opt_step:18750 lr:0.0003 alpha:0.01468 +2026-02-10 22:26:42 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-20.17 total_reward_ma:-20.26 loss:-15.55 fps:324.2 +frame:3.20e+05 wall_t:987 t:20000 epi:nan +opt_step:19375 lr:0.0003 alpha:0.01285 +2026-02-10 22:27:12 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-20.21 total_reward_ma:-20.26 loss:-15.37 fps:324.5 +frame:3.30e+05 wall_t:1017 t:20625 epi:nan +opt_step:20000 lr:0.0003 alpha:0.01126 +2026-02-10 22:27:42 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-20.22 total_reward_ma:-20.26 loss:-14.9 fps:324.7 +frame:3.40e+05 wall_t:1047 t:21250 epi:nan +opt_step:20625 lr:0.0003 alpha:0.009867 +2026-02-10 22:28:12 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-20.24 total_reward_ma:-20.26 loss:-14.32 fps:325 +frame:3.50e+05 wall_t:1077 t:21875 epi:nan +opt_step:21250 lr:0.0003 alpha:0.008659 +2026-02-10 22:28:42 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-20.25 total_reward_ma:-20.26 loss:-14.06 fps:325.2 +frame:3.60e+05 wall_t:1107 t:22500 epi:nan +opt_step:21875 lr:0.0003 alpha:0.007606 +2026-02-10 22:29:12 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-20.27 total_reward_ma:-20.26 loss:-13.45 fps:325.4 +frame:3.70e+05 wall_t:1137 t:23125 epi:nan +opt_step:22500 lr:0.0003 alpha:0.006738 +2026-02-10 22:29:42 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-20.29 total_reward_ma:-20.26 loss:-13.21 fps:325.6 +frame:3.80e+05 wall_t:1167 t:23750 epi:nan +opt_step:23125 lr:0.0003 alpha:0.006738 +2026-02-10 22:30:13 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-20.31 total_reward_ma:-20.26 loss:-12.75 fps:325.5 +frame:3.90e+05 wall_t:1198 t:24375 epi:nan +opt_step:23750 lr:0.0003 alpha:0.006738 +2026-02-10 22:30:42 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-20.35 total_reward_ma:-20.26 loss:-12.25 fps:326 +frame:4.00e+05 wall_t:1227 t:25000 epi:nan +opt_step:24375 lr:0.0003 alpha:0.006738 +2026-02-10 22:31:12 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-20.41 total_reward_ma:-20.26 loss:-11.73 fps:326.2 +frame:4.10e+05 wall_t:1257 t:25625 epi:nan +opt_step:25000 lr:0.0003 alpha:0.006738 +2026-02-10 22:31:43 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-20.44 total_reward_ma:-20.27 loss:-11.57 fps:326.1 +frame:4.20e+05 wall_t:1288 t:26250 epi:nan +opt_step:25625 lr:0.0003 alpha:0.006738 +2026-02-10 22:32:14 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-20.53 total_reward_ma:-20.28 loss:-11.14 fps:326 +frame:4.30e+05 wall_t:1319 t:26875 epi:nan +opt_step:26250 lr:0.0003 alpha:0.006738 +2026-02-10 22:32:44 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-20.64 total_reward_ma:-20.28 loss:-10.85 fps:326.2 +frame:4.40e+05 wall_t:1349 t:27500 epi:nan +opt_step:26875 lr:0.0003 alpha:0.006738 +2026-02-10 22:33:15 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-20.72 total_reward_ma:-20.29 loss:-10.73 fps:326.1 +frame:4.50e+05 wall_t:1380 t:28125 epi:nan +opt_step:27500 lr:0.0003 alpha:0.006738 +2026-02-10 22:33:45 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-20.79 total_reward_ma:-20.30 loss:-10.23 fps:326.2 +frame:4.60e+05 wall_t:1410 t:28750 epi:nan +opt_step:28125 lr:0.0003 alpha:0.006738 +2026-02-10 22:34:15 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-20.87 total_reward_ma:-20.32 loss:-9.9 fps:326.4 +frame:4.70e+05 wall_t:1440 t:29375 epi:nan +opt_step:28750 lr:0.0003 alpha:0.006738 +2026-02-10 22:34:45 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-20.92 total_reward_ma:-20.33 loss:-9.714 fps:326.5 +frame:4.80e+05 wall_t:1470 t:30000 epi:nan +opt_step:29375 lr:0.0003 alpha:0.006738 +2026-02-10 22:35:15 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-20.95 total_reward_ma:-20.34 loss:-9.299 fps:326.7 +frame:4.90e+05 wall_t:1500 t:30625 epi:nan +opt_step:30000 lr:0.0003 alpha:0.006738 +2026-02-10 22:35:44 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-20.97 total_reward_ma:-20.36 loss:-8.987 fps:327 +frame:5.00e+05 wall_t:1529 t:31250 epi:nan +opt_step:30625 lr:0.0003 alpha:0.006738 +2026-02-10 22:36:13 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-21.00 total_reward_ma:-20.37 loss:-8.555 fps:327.3 +frame:5.10e+05 wall_t:1558 t:31875 epi:nan +opt_step:31250 lr:0.0003 alpha:0.006738 +2026-02-10 22:36:44 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-21.00 total_reward_ma:-20.38 loss:-8.262 fps:327.2 +frame:5.20e+05 wall_t:1589 t:32500 epi:nan +opt_step:31875 lr:0.0003 alpha:0.006738 +2026-02-10 22:37:14 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-21.00 total_reward_ma:-20.39 loss:-7.951 fps:327.4 +frame:5.30e+05 wall_t:1619 t:33125 epi:nan +opt_step:32500 lr:0.0003 alpha:0.006738 +2026-02-10 22:37:44 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-21.00 total_reward_ma:-20.40 loss:-7.653 fps:327.5 +frame:5.40e+05 wall_t:1649 t:33750 epi:nan +opt_step:33125 lr:0.0003 alpha:0.006738 +2026-02-10 22:38:15 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-21.00 total_reward_ma:-20.42 loss:-7.315 fps:327.4 +frame:5.50e+05 wall_t:1680 t:34375 epi:nan +opt_step:33750 lr:0.0003 alpha:0.006738 +2026-02-10 22:38:45 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-21.00 total_reward_ma:-20.43 loss:-7.18 fps:327.5 +frame:5.60e+05 wall_t:1710 t:35000 epi:nan +opt_step:34375 lr:0.0003 alpha:0.006738 +2026-02-10 22:39:15 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-21.00 total_reward_ma:-20.44 loss:-6.872 fps:327.6 +frame:5.70e+05 wall_t:1740 t:35625 epi:nan +opt_step:35000 lr:0.0003 alpha:0.006738 +2026-02-10 22:39:44 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-21.00 total_reward_ma:-20.45 loss:-6.74 fps:327.9 +frame:5.80e+05 wall_t:1769 t:36250 epi:nan +opt_step:35625 lr:0.0003 alpha:0.006738 +2026-02-10 22:40:14 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-21.00 total_reward_ma:-20.46 loss:-6.563 fps:328 +frame:5.90e+05 wall_t:1799 t:36875 epi:nan +opt_step:36250 lr:0.0003 alpha:0.006738 +2026-02-10 22:40:44 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-21.00 total_reward_ma:-20.46 loss:-6.249 fps:328 +frame:6.00e+05 wall_t:1829 t:37500 epi:nan +opt_step:36875 lr:0.0003 alpha:0.006738 +2026-02-10 22:41:15 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-21.00 total_reward_ma:-20.47 loss:-5.941 fps:328 +frame:6.10e+05 wall_t:1860 t:38125 epi:nan +opt_step:37500 lr:0.0003 alpha:0.006738 +2026-02-10 22:41:45 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-21.00 total_reward_ma:-20.48 loss:-5.815 fps:328 +frame:6.20e+05 wall_t:1890 t:38750 epi:nan +opt_step:38125 lr:0.0003 alpha:0.006738 +2026-02-10 22:42:16 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-20.99 total_reward_ma:-20.49 loss:-5.667 fps:328 +frame:6.30e+05 wall_t:1921 t:39375 epi:nan +opt_step:38750 lr:0.0003 alpha:0.006738 +2026-02-10 22:42:45 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-20.97 total_reward_ma:-20.50 loss:-5.343 fps:328.2 +frame:6.40e+05 wall_t:1950 t:40000 epi:nan +opt_step:39375 lr:0.0003 alpha:0.006738 +2026-02-10 22:43:15 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-20.97 total_reward_ma:-20.51 loss:-5.073 fps:328.3 +frame:6.50e+05 wall_t:1980 t:40625 epi:nan +opt_step:40000 lr:0.0003 alpha:0.006738 +2026-02-10 22:43:45 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-20.96 total_reward_ma:-20.51 loss:-4.802 fps:328.4 +frame:6.60e+05 wall_t:2010 t:41250 epi:nan +opt_step:40625 lr:0.0003 alpha:0.006738 +2026-02-10 22:44:15 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-20.95 total_reward_ma:-20.52 loss:-4.607 fps:328.4 +frame:6.70e+05 wall_t:2040 t:41875 epi:nan +opt_step:41250 lr:0.0003 alpha:0.006738 +2026-02-10 22:44:45 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-20.94 total_reward_ma:-20.53 loss:-4.452 fps:328.5 +frame:6.80e+05 wall_t:2070 t:42500 epi:nan +opt_step:41875 lr:0.0003 alpha:0.006738 +2026-02-10 22:45:15 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-20.94 total_reward_ma:-20.53 loss:-4.377 fps:328.6 +frame:6.90e+05 wall_t:2100 t:43125 epi:nan +opt_step:42500 lr:0.0003 alpha:0.006738 +2026-02-10 22:45:45 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-20.95 total_reward_ma:-20.54 loss:-4.096 fps:328.6 +frame:7.00e+05 wall_t:2130 t:43750 epi:nan +opt_step:43125 lr:0.0003 alpha:0.006738 +2026-02-10 22:46:15 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-20.95 total_reward_ma:-20.54 loss:-3.94 fps:328.7 +frame:7.10e+05 wall_t:2160 t:44375 epi:nan +opt_step:43750 lr:0.0003 alpha:0.006738 +2026-02-10 22:46:44 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-20.97 total_reward_ma:-20.55 loss:-3.799 fps:328.9 +frame:7.20e+05 wall_t:2189 t:45000 epi:nan +opt_step:44375 lr:0.0003 alpha:0.006738 +2026-02-10 22:47:14 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-20.97 total_reward_ma:-20.56 loss:-3.575 fps:329 +frame:7.30e+05 wall_t:2219 t:45625 epi:nan +opt_step:45000 lr:0.0003 alpha:0.006738 +2026-02-10 22:47:44 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-20.92 total_reward_ma:-20.56 loss:-3.422 fps:329 +frame:7.40e+05 wall_t:2249 t:46250 epi:nan +opt_step:45625 lr:0.0003 alpha:0.006738 +2026-02-10 22:48:14 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-20.89 total_reward_ma:-20.56 loss:-3.196 fps:329.1 +frame:7.50e+05 wall_t:2279 t:46875 epi:nan +opt_step:46250 lr:0.0003 alpha:0.006738 +2026-02-10 22:48:44 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-20.80 total_reward_ma:-20.57 loss:-3.085 fps:329.1 +frame:7.60e+05 wall_t:2309 t:47500 epi:nan +opt_step:46875 lr:0.0003 alpha:0.006738 +2026-02-10 22:49:15 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-20.71 total_reward_ma:-20.57 loss:-2.945 fps:329.1 +frame:7.70e+05 wall_t:2340 t:48125 epi:nan +opt_step:47500 lr:0.0003 alpha:0.006738 +2026-02-10 22:49:45 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-20.65 total_reward_ma:-20.57 loss:-2.823 fps:329.1 +frame:7.80e+05 wall_t:2370 t:48750 epi:nan +opt_step:48125 lr:0.0003 alpha:0.006738 +2026-02-10 22:50:15 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-20.61 total_reward_ma:-20.57 loss:-2.72 fps:329.2 +frame:7.90e+05 wall_t:2400 t:49375 epi:nan +opt_step:48750 lr:0.0003 alpha:0.006738 +2026-02-10 22:50:45 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-20.58 total_reward_ma:-20.57 loss:-2.567 fps:329.2 +frame:8.00e+05 wall_t:2430 t:50000 epi:nan +opt_step:49375 lr:0.0003 alpha:0.006738 +2026-02-10 22:51:15 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-20.55 total_reward_ma:-20.57 loss:-2.358 fps:329.3 +frame:8.10e+05 wall_t:2460 t:50625 epi:nan +opt_step:50000 lr:0.0003 alpha:0.006738 +2026-02-10 22:51:46 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-20.52 total_reward_ma:-20.57 loss:-2.336 fps:329.2 +frame:8.20e+05 wall_t:2491 t:51250 epi:nan +opt_step:50625 lr:0.0003 alpha:0.006738 +2026-02-10 22:52:16 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-20.53 total_reward_ma:-20.57 loss:-2.158 fps:329.2 +frame:8.30e+05 wall_t:2521 t:51875 epi:nan +opt_step:51250 lr:0.0003 alpha:0.006738 +2026-02-10 22:52:46 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-20.60 total_reward_ma:-20.57 loss:-1.928 fps:329.3 +frame:8.40e+05 wall_t:2551 t:52500 epi:nan +opt_step:51875 lr:0.0003 alpha:0.006738 +2026-02-10 22:53:17 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-20.68 total_reward_ma:-20.57 loss:-2 fps:329.2 +frame:8.50e+05 wall_t:2582 t:53125 epi:nan +opt_step:52500 lr:0.0003 alpha:0.006738 +2026-02-10 22:53:46 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-20.76 total_reward_ma:-20.57 loss:-1.842 fps:329.4 +frame:8.60e+05 wall_t:2611 t:53750 epi:nan +opt_step:53125 lr:0.0003 alpha:0.006738 +2026-02-10 22:54:17 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-20.79 total_reward_ma:-20.58 loss:-1.741 fps:329.3 +frame:8.70e+05 wall_t:2642 t:54375 epi:nan +opt_step:53750 lr:0.0003 alpha:0.006738 +2026-02-10 22:54:47 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-20.77 total_reward_ma:-20.58 loss:-1.656 fps:329.3 +frame:8.80e+05 wall_t:2672 t:55000 epi:nan +opt_step:54375 lr:0.0003 alpha:0.006738 +2026-02-10 22:55:17 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-20.73 total_reward_ma:-20.58 loss:-1.567 fps:329.4 +frame:8.90e+05 wall_t:2702 t:55625 epi:nan +opt_step:55000 lr:0.0003 alpha:0.006738 +2026-02-10 22:55:47 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-20.67 total_reward_ma:-20.58 loss:-1.47 fps:329.4 +frame:9.00e+05 wall_t:2732 t:56250 epi:nan +opt_step:55625 lr:0.0003 alpha:0.006738 +2026-02-10 22:56:17 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-20.65 total_reward_ma:-20.58 loss:-1.403 fps:329.5 +frame:9.10e+05 wall_t:2762 t:56875 epi:nan +opt_step:56250 lr:0.0003 alpha:0.006738 +2026-02-10 22:56:48 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-20.62 total_reward_ma:-20.58 loss:-1.398 fps:329.4 +frame:9.20e+05 wall_t:2793 t:57500 epi:nan +opt_step:56875 lr:0.0003 alpha:0.006738 +2026-02-10 22:57:17 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-20.59 total_reward_ma:-20.58 loss:-1.396 fps:329.6 +frame:9.30e+05 wall_t:2822 t:58125 epi:nan +opt_step:57500 lr:0.0003 alpha:0.006738 +2026-02-10 22:57:47 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-20.54 total_reward_ma:-20.58 loss:-1.355 fps:329.6 +frame:9.40e+05 wall_t:2852 t:58750 epi:nan +opt_step:58125 lr:0.0003 alpha:0.006738 +2026-02-10 22:58:18 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-20.50 total_reward_ma:-20.58 loss:-1.187 fps:329.5 +frame:9.50e+05 wall_t:2883 t:59375 epi:nan +opt_step:58750 lr:0.0003 alpha:0.006738 +2026-02-10 22:58:47 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-20.47 total_reward_ma:-20.58 loss:-1.162 fps:329.7 +frame:9.60e+05 wall_t:2912 t:60000 epi:nan +opt_step:59375 lr:0.0003 alpha:0.006738 +2026-02-10 22:59:17 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-20.47 total_reward_ma:-20.58 loss:-1.14 fps:329.7 +frame:9.70e+05 wall_t:2942 t:60625 epi:nan +opt_step:60000 lr:0.0003 alpha:0.006738 +2026-02-10 22:59:47 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-20.46 total_reward_ma:-20.58 loss:-0.9323 fps:329.7 +frame:9.80e+05 wall_t:2972 t:61250 epi:nan +opt_step:60625 lr:0.0003 alpha:0.006738 +2026-02-10 23:00:17 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-20.54 total_reward_ma:-20.58 loss:-0.7765 fps:329.8 +frame:9.90e+05 wall_t:3002 t:61875 epi:nan +opt_step:61250 lr:0.0003 alpha:0.006738 +2026-02-10 23:00:47 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-20.55 total_reward_ma:-20.58 loss:-0.9209 fps:329.8 +frame:1.00e+06 wall_t:3032 t:62500 epi:nan +opt_step:61875 lr:0.0003 alpha:0.006738 +2026-02-10 23:01:18 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-20.54 total_reward_ma:-20.58 loss:-0.9478 fps:329.7 +frame:1.01e+06 wall_t:3063 t:63125 epi:nan +opt_step:62500 lr:0.0003 alpha:0.006738 +2026-02-10 23:01:49 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-20.60 total_reward_ma:-20.58 loss:-0.7644 fps:329.7 +frame:1.02e+06 wall_t:3094 t:63750 epi:nan +opt_step:63125 lr:0.0003 alpha:0.006738 +2026-02-10 23:02:18 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-20.60 total_reward_ma:-20.59 loss:-0.7418 fps:329.8 +frame:1.03e+06 wall_t:3123 t:64375 epi:nan +opt_step:63750 lr:0.0003 alpha:0.006738 +2026-02-10 23:02:49 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-20.57 total_reward_ma:-20.59 loss:-0.7432 fps:329.7 +frame:1.04e+06 wall_t:3154 t:65000 epi:nan +opt_step:64375 lr:0.0003 alpha:0.006738 +2026-02-10 23:03:19 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-20.59 total_reward_ma:-20.59 loss:-0.6779 fps:329.8 +frame:1.05e+06 wall_t:3184 t:65625 epi:nan +opt_step:65000 lr:0.0003 alpha:0.006738 +2026-02-10 23:03:49 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-20.54 total_reward_ma:-20.60 loss:-0.7177 fps:329.8 +frame:1.06e+06 wall_t:3214 t:66250 epi:nan +opt_step:65625 lr:0.0003 alpha:0.006738 +2026-02-10 23:04:19 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-20.54 total_reward_ma:-20.60 loss:-0.6436 fps:329.8 +frame:1.07e+06 wall_t:3244 t:66875 epi:nan +opt_step:66250 lr:0.0003 alpha:0.006738 +2026-02-10 23:04:48 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-20.52 total_reward_ma:-20.60 loss:-0.5088 fps:330 +frame:1.08e+06 wall_t:3273 t:67500 epi:nan +opt_step:66875 lr:0.0003 alpha:0.006738 +2026-02-10 23:05:18 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-20.46 total_reward_ma:-20.60 loss:-0.4195 fps:330 +frame:1.09e+06 wall_t:3303 t:68125 epi:nan +opt_step:67500 lr:0.0003 alpha:0.006738 +2026-02-10 23:05:47 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-20.43 total_reward_ma:-20.60 loss:-0.5015 fps:330.1 +frame:1.10e+06 wall_t:3332 t:68750 epi:nan +opt_step:68125 lr:0.0003 alpha:0.006738 +2026-02-10 23:06:18 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-20.35 total_reward_ma:-20.61 loss:-0.4126 fps:330.1 +frame:1.11e+06 wall_t:3363 t:69375 epi:nan +opt_step:68750 lr:0.0003 alpha:0.006738 +2026-02-10 23:06:49 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-20.31 total_reward_ma:-20.61 loss:-0.3768 fps:330 +frame:1.12e+06 wall_t:3394 t:70000 epi:nan +opt_step:69375 lr:0.0003 alpha:0.006738 +2026-02-10 23:07:19 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-20.34 total_reward_ma:-20.61 loss:-0.3144 fps:330 +frame:1.13e+06 wall_t:3424 t:70625 epi:nan +opt_step:70000 lr:0.0003 alpha:0.006738 +2026-02-10 23:07:49 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-20.30 total_reward_ma:-20.61 loss:-0.2494 fps:330.1 +frame:1.14e+06 wall_t:3454 t:71250 epi:nan +opt_step:70625 lr:0.0003 alpha:0.006738 +2026-02-10 23:08:20 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-20.31 total_reward_ma:-20.61 loss:-0.1435 fps:330 +frame:1.15e+06 wall_t:3485 t:71875 epi:nan +opt_step:71250 lr:0.0003 alpha:0.006738 +2026-02-10 23:08:50 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-20.32 total_reward_ma:-20.61 loss:-0.1426 fps:330 +frame:1.16e+06 wall_t:3515 t:72500 epi:nan +opt_step:71875 lr:0.0003 alpha:0.006738 +2026-02-10 23:09:20 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-20.33 total_reward_ma:-20.61 loss:-0.03803 fps:330 +frame:1.17e+06 wall_t:3545 t:73125 epi:nan +opt_step:72500 lr:0.0003 alpha:0.006738 +2026-02-10 23:09:50 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-20.39 total_reward_ma:-20.61 loss:0.02908 fps:330.1 +frame:1.18e+06 wall_t:3575 t:73750 epi:nan +opt_step:73125 lr:0.0003 alpha:0.006738 +2026-02-10 23:10:21 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-20.44 total_reward_ma:-20.61 loss:0.04823 fps:330 +frame:1.19e+06 wall_t:3606 t:74375 epi:nan +opt_step:73750 lr:0.0003 alpha:0.006738 +2026-02-10 23:10:51 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-20.52 total_reward_ma:-20.61 loss:0.1209 fps:330 +frame:1.20e+06 wall_t:3636 t:75000 epi:nan +opt_step:74375 lr:0.0003 alpha:0.006738 +2026-02-10 23:11:22 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-20.53 total_reward_ma:-20.61 loss:0.1191 fps:330 +frame:1.21e+06 wall_t:3667 t:75625 epi:nan +opt_step:75000 lr:0.0003 alpha:0.006738 +2026-02-10 23:11:51 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-20.53 total_reward_ma:-20.61 loss:0.158 fps:330.1 +frame:1.22e+06 wall_t:3696 t:76250 epi:nan +opt_step:75625 lr:0.0003 alpha:0.006738 +2026-02-10 23:12:22 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-20.54 total_reward_ma:-20.61 loss:0.1968 fps:330 +frame:1.23e+06 wall_t:3727 t:76875 epi:nan +opt_step:76250 lr:0.0003 alpha:0.006738 +2026-02-10 23:12:52 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-20.56 total_reward_ma:-20.62 loss:0.2635 fps:330.1 +frame:1.24e+06 wall_t:3757 t:77500 epi:nan +opt_step:76875 lr:0.0003 alpha:0.006738 +2026-02-10 23:13:23 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-20.60 total_reward_ma:-20.62 loss:0.3854 fps:330 +frame:1.25e+06 wall_t:3788 t:78125 epi:nan +opt_step:77500 lr:0.0003 alpha:0.006738 +2026-02-10 23:13:52 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-20.57 total_reward_ma:-20.62 loss:0.3682 fps:330.1 +frame:1.26e+06 wall_t:3817 t:78750 epi:nan +opt_step:78125 lr:0.0003 alpha:0.006738 +2026-02-10 23:14:22 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-20.55 total_reward_ma:-20.63 loss:0.5364 fps:330.1 +frame:1.27e+06 wall_t:3847 t:79375 epi:nan +opt_step:78750 lr:0.0003 alpha:0.006738 +2026-02-10 23:14:52 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-20.49 total_reward_ma:-20.63 loss:0.3987 fps:330.2 +frame:1.28e+06 wall_t:3877 t:80000 epi:nan +opt_step:79375 lr:0.0003 alpha:0.006738 +2026-02-10 23:15:22 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-20.42 total_reward_ma:-20.63 loss:0.4672 fps:330.2 +frame:1.29e+06 wall_t:3907 t:80625 epi:nan +opt_step:80000 lr:0.0003 alpha:0.006738 +2026-02-10 23:15:52 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-20.43 total_reward_ma:-20.64 loss:0.5674 fps:330.2 +frame:1.30e+06 wall_t:3937 t:81250 epi:nan +opt_step:80625 lr:0.0003 alpha:0.006738 +2026-02-10 23:16:22 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-20.42 total_reward_ma:-20.64 loss:0.5078 fps:330.2 +frame:1.31e+06 wall_t:3967 t:81875 epi:nan +opt_step:81250 lr:0.0003 alpha:0.006738 +2026-02-10 23:16:52 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-20.45 total_reward_ma:-20.64 loss:0.5868 fps:330.2 +frame:1.32e+06 wall_t:3997 t:82500 epi:nan +opt_step:81875 lr:0.0003 alpha:0.006738 +2026-02-10 23:17:21 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-20.40 total_reward_ma:-20.64 loss:0.7239 fps:330.4 +frame:1.33e+06 wall_t:4026 t:83125 epi:nan +opt_step:82500 lr:0.0003 alpha:0.006738 +2026-02-10 23:17:50 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-20.35 total_reward_ma:-20.65 loss:0.6536 fps:330.5 +frame:1.34e+06 wall_t:4055 t:83750 epi:nan +opt_step:83125 lr:0.0003 alpha:0.006738 +2026-02-10 23:18:20 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-20.37 total_reward_ma:-20.65 loss:0.6581 fps:330.5 +frame:1.35e+06 wall_t:4085 t:84375 epi:nan +opt_step:83750 lr:0.0003 alpha:0.006738 +2026-02-10 23:18:50 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-20.37 total_reward_ma:-20.65 loss:0.7122 fps:330.5 +frame:1.36e+06 wall_t:4115 t:85000 epi:nan +opt_step:84375 lr:0.0003 alpha:0.006738 +2026-02-10 23:19:20 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-20.37 total_reward_ma:-20.65 loss:0.6633 fps:330.5 +frame:1.37e+06 wall_t:4145 t:85625 epi:nan +opt_step:85000 lr:0.0003 alpha:0.006738 +2026-02-10 23:19:50 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-20.40 total_reward_ma:-20.65 loss:0.738 fps:330.5 +frame:1.38e+06 wall_t:4175 t:86250 epi:nan +opt_step:85625 lr:0.0003 alpha:0.006738 +2026-02-10 23:20:21 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-20.44 total_reward_ma:-20.65 loss:0.699 fps:330.5 +frame:1.39e+06 wall_t:4206 t:86875 epi:nan +opt_step:86250 lr:0.0003 alpha:0.006738 +2026-02-10 23:20:51 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-20.42 total_reward_ma:-20.65 loss:0.7814 fps:330.5 +frame:1.40e+06 wall_t:4236 t:87500 epi:nan +opt_step:86875 lr:0.0003 alpha:0.006738 +2026-02-10 23:21:22 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-20.39 total_reward_ma:-20.65 loss:0.8357 fps:330.4 +frame:1.41e+06 wall_t:4267 t:88125 epi:nan +opt_step:87500 lr:0.0003 alpha:0.006738 +2026-02-10 23:21:53 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-20.32 total_reward_ma:-20.65 loss:0.7148 fps:330.4 +frame:1.42e+06 wall_t:4298 t:88750 epi:nan +opt_step:88125 lr:0.0003 alpha:0.006738 +2026-02-10 23:22:23 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-20.31 total_reward_ma:-20.65 loss:0.7567 fps:330.4 +frame:1.43e+06 wall_t:4328 t:89375 epi:nan +opt_step:88750 lr:0.0003 alpha:0.006738 +2026-02-10 23:22:54 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-20.31 total_reward_ma:-20.64 loss:0.819 fps:330.4 +frame:1.44e+06 wall_t:4359 t:90000 epi:nan +opt_step:89375 lr:0.0003 alpha:0.006738 +2026-02-10 23:23:24 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-20.27 total_reward_ma:-20.64 loss:0.9284 fps:330.4 +frame:1.45e+06 wall_t:4389 t:90625 epi:nan +opt_step:90000 lr:0.0003 alpha:0.006738 +2026-02-10 23:23:55 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-20.24 total_reward_ma:-20.63 loss:0.887 fps:330.3 +frame:1.46e+06 wall_t:4420 t:91250 epi:nan +opt_step:90625 lr:0.0003 alpha:0.006738 +2026-02-10 23:24:25 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-20.26 total_reward_ma:-20.63 loss:0.8205 fps:330.3 +frame:1.47e+06 wall_t:4450 t:91875 epi:nan +opt_step:91250 lr:0.0003 alpha:0.006738 +2026-02-10 23:24:55 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-20.28 total_reward_ma:-20.62 loss:0.8707 fps:330.4 +frame:1.48e+06 wall_t:4480 t:92500 epi:nan +opt_step:91875 lr:0.0003 alpha:0.006738 +2026-02-10 23:25:25 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-20.22 total_reward_ma:-20.61 loss:0.8437 fps:330.4 +frame:1.49e+06 wall_t:4510 t:93125 epi:nan +opt_step:92500 lr:0.0003 alpha:0.006738 +2026-02-10 23:25:54 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-20.29 total_reward_ma:-20.61 loss:0.9045 fps:330.5 +frame:1.50e+06 wall_t:4539 t:93750 epi:nan +opt_step:93125 lr:0.0003 alpha:0.006738 +2026-02-10 23:26:22 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-20.38 total_reward_ma:-20.60 loss:0.94 fps:330.6 +frame:1.51e+06 wall_t:4567 t:94375 epi:nan +opt_step:93750 lr:0.0003 alpha:0.006738 +2026-02-10 23:26:52 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-20.41 total_reward_ma:-20.60 loss:0.931 fps:330.7 +frame:1.52e+06 wall_t:4597 t:95000 epi:nan +opt_step:94375 lr:0.0003 alpha:0.006738 +2026-02-10 23:27:23 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-20.33 total_reward_ma:-20.59 loss:0.8854 fps:330.6 +frame:1.53e+06 wall_t:4628 t:95625 epi:nan +opt_step:95000 lr:0.0003 alpha:0.006738 +2026-02-10 23:27:54 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-20.39 total_reward_ma:-20.58 loss:0.8761 fps:330.5 +frame:1.54e+06 wall_t:4659 t:96250 epi:nan +opt_step:95625 lr:0.0003 alpha:0.006738 +2026-02-10 23:28:23 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-20.43 total_reward_ma:-20.58 loss:0.9765 fps:330.6 +frame:1.55e+06 wall_t:4688 t:96875 epi:nan +opt_step:96250 lr:0.0003 alpha:0.006738 +2026-02-10 23:28:53 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-20.43 total_reward_ma:-20.57 loss:0.914 fps:330.6 +frame:1.56e+06 wall_t:4718 t:97500 epi:nan +opt_step:96875 lr:0.0003 alpha:0.006738 +2026-02-10 23:29:22 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-20.36 total_reward_ma:-20.57 loss:0.932 fps:330.7 +frame:1.57e+06 wall_t:4747 t:98125 epi:nan +opt_step:97500 lr:0.0003 alpha:0.006738 +2026-02-10 23:29:53 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-20.39 total_reward_ma:-20.56 loss:0.9918 fps:330.7 +frame:1.58e+06 wall_t:4778 t:98750 epi:nan +opt_step:98125 lr:0.0003 alpha:0.006738 +2026-02-10 23:30:22 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-20.38 total_reward_ma:-20.55 loss:0.9195 fps:330.8 +frame:1.59e+06 wall_t:4807 t:99375 epi:nan +opt_step:98750 lr:0.0003 alpha:0.006738 +2026-02-10 23:30:52 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-20.32 total_reward_ma:-20.55 loss:1.004 fps:330.8 +frame:1.60e+06 wall_t:4837 t:100000 epi:nan +opt_step:99375 lr:0.0003 alpha:0.006738 +2026-02-10 23:31:21 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-20.29 total_reward_ma:-20.54 loss:1.042 fps:330.9 +frame:1.61e+06 wall_t:4866 t:100625 epi:nan +opt_step:100000 lr:0.0003 alpha:0.006738 +2026-02-10 23:31:51 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-20.33 total_reward_ma:-20.53 loss:1.007 fps:330.9 +frame:1.62e+06 wall_t:4896 t:101250 epi:nan +opt_step:100625 lr:0.0003 alpha:0.006738 +2026-02-10 23:32:21 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-20.32 total_reward_ma:-20.53 loss:1.01 fps:330.9 +frame:1.63e+06 wall_t:4926 t:101875 epi:nan +opt_step:101250 lr:0.0003 alpha:0.006738 +2026-02-10 23:32:51 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-20.32 total_reward_ma:-20.52 loss:1.063 fps:330.9 +frame:1.64e+06 wall_t:4956 t:102500 epi:nan +opt_step:101875 lr:0.0003 alpha:0.006738 +2026-02-10 23:33:22 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-20.34 total_reward_ma:-20.51 loss:1.048 fps:330.9 +frame:1.65e+06 wall_t:4987 t:103125 epi:nan +opt_step:102500 lr:0.0003 alpha:0.006738 +2026-02-10 23:33:52 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-20.37 total_reward_ma:-20.51 loss:1.112 fps:330.9 +frame:1.66e+06 wall_t:5017 t:103750 epi:nan +opt_step:103125 lr:0.0003 alpha:0.006738 +2026-02-10 23:34:21 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-20.35 total_reward_ma:-20.50 loss:1.132 fps:331 +frame:1.67e+06 wall_t:5046 t:104375 epi:nan +opt_step:103750 lr:0.0003 alpha:0.006738 +2026-02-10 23:34:53 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-20.30 total_reward_ma:-20.49 loss:1.164 fps:330.8 +frame:1.68e+06 wall_t:5078 t:105000 epi:nan +opt_step:104375 lr:0.0003 alpha:0.006738 +2026-02-10 23:35:23 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-20.34 total_reward_ma:-20.49 loss:1.237 fps:330.9 +frame:1.69e+06 wall_t:5108 t:105625 epi:nan +opt_step:105000 lr:0.0003 alpha:0.006738 +2026-02-10 23:35:53 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-20.29 total_reward_ma:-20.48 loss:1.159 fps:330.9 +frame:1.70e+06 wall_t:5138 t:106250 epi:nan +opt_step:105625 lr:0.0003 alpha:0.006738 +2026-02-10 23:36:23 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-20.25 total_reward_ma:-20.48 loss:1.068 fps:330.9 +frame:1.71e+06 wall_t:5168 t:106875 epi:nan +opt_step:106250 lr:0.0003 alpha:0.006738 +2026-02-10 23:36:53 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-20.13 total_reward_ma:-20.47 loss:1.188 fps:330.9 +frame:1.72e+06 wall_t:5198 t:107500 epi:nan +opt_step:106875 lr:0.0003 alpha:0.006738 +2026-02-10 23:37:23 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-20.15 total_reward_ma:-20.46 loss:1.212 fps:330.9 +frame:1.73e+06 wall_t:5228 t:108125 epi:nan +opt_step:107500 lr:0.0003 alpha:0.006738 +2026-02-10 23:37:54 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-20.17 total_reward_ma:-20.45 loss:1.294 fps:330.9 +frame:1.74e+06 wall_t:5259 t:108750 epi:nan +opt_step:108125 lr:0.0003 alpha:0.006738 +2026-02-10 23:38:23 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-20.19 total_reward_ma:-20.44 loss:1.154 fps:330.9 +frame:1.75e+06 wall_t:5288 t:109375 epi:nan +opt_step:108750 lr:0.0003 alpha:0.006738 +2026-02-10 23:38:53 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-20.18 total_reward_ma:-20.44 loss:1.161 fps:331 +frame:1.76e+06 wall_t:5318 t:110000 epi:nan +opt_step:109375 lr:0.0003 alpha:0.006738 +2026-02-10 23:39:23 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-20.23 total_reward_ma:-20.43 loss:1.278 fps:331 +frame:1.77e+06 wall_t:5348 t:110625 epi:nan +opt_step:110000 lr:0.0003 alpha:0.006738 +2026-02-10 23:39:52 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-20.22 total_reward_ma:-20.43 loss:1.222 fps:331 +frame:1.78e+06 wall_t:5377 t:111250 epi:nan +opt_step:110625 lr:0.0003 alpha:0.006738 +2026-02-10 23:40:23 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-20.30 total_reward_ma:-20.43 loss:1.292 fps:331 +frame:1.79e+06 wall_t:5408 t:111875 epi:nan +opt_step:111250 lr:0.0003 alpha:0.006738 +2026-02-10 23:40:53 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-20.37 total_reward_ma:-20.42 loss:1.267 fps:331 +frame:1.80e+06 wall_t:5438 t:112500 epi:nan +opt_step:111875 lr:0.0003 alpha:0.006738 +2026-02-10 23:41:23 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-20.44 total_reward_ma:-20.42 loss:1.213 fps:331 +frame:1.81e+06 wall_t:5468 t:113125 epi:nan +opt_step:112500 lr:0.0003 alpha:0.006738 +2026-02-10 23:41:53 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-20.47 total_reward_ma:-20.42 loss:1.226 fps:331 +frame:1.82e+06 wall_t:5498 t:113750 epi:nan +opt_step:113125 lr:0.0003 alpha:0.006738 +2026-02-10 23:42:23 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-20.45 total_reward_ma:-20.42 loss:1.334 fps:331 +frame:1.83e+06 wall_t:5528 t:114375 epi:nan +opt_step:113750 lr:0.0003 alpha:0.006738 +2026-02-10 23:42:53 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-20.43 total_reward_ma:-20.42 loss:1.27 fps:331.1 +frame:1.84e+06 wall_t:5558 t:115000 epi:nan +opt_step:114375 lr:0.0003 alpha:0.006738 +2026-02-10 23:43:22 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-20.44 total_reward_ma:-20.42 loss:1.402 fps:331.1 +frame:1.85e+06 wall_t:5587 t:115625 epi:nan +opt_step:115000 lr:0.0003 alpha:0.006738 +2026-02-10 23:43:53 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-20.44 total_reward_ma:-20.41 loss:1.459 fps:331.1 +frame:1.86e+06 wall_t:5618 t:116250 epi:nan +opt_step:115625 lr:0.0003 alpha:0.006738 +2026-02-10 23:44:23 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-20.44 total_reward_ma:-20.41 loss:1.281 fps:331.1 +frame:1.87e+06 wall_t:5648 t:116875 epi:nan +opt_step:116250 lr:0.0003 alpha:0.006738 +2026-02-10 23:44:54 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-20.42 total_reward_ma:-20.41 loss:1.308 fps:331 +frame:1.88e+06 wall_t:5679 t:117500 epi:nan +opt_step:116875 lr:0.0003 alpha:0.006738 +2026-02-10 23:45:24 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-20.38 total_reward_ma:-20.40 loss:1.369 fps:331.1 +frame:1.89e+06 wall_t:5709 t:118125 epi:nan +opt_step:117500 lr:0.0003 alpha:0.006738 +2026-02-10 23:45:53 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-20.39 total_reward_ma:-20.40 loss:1.409 fps:331.1 +frame:1.90e+06 wall_t:5738 t:118750 epi:nan +opt_step:118125 lr:0.0003 alpha:0.006738 +2026-02-10 23:46:24 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-20.36 total_reward_ma:-20.40 loss:1.38 fps:331.1 +frame:1.91e+06 wall_t:5769 t:119375 epi:nan +opt_step:118750 lr:0.0003 alpha:0.006738 +2026-02-10 23:46:53 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-20.39 total_reward_ma:-20.40 loss:1.331 fps:331.1 +frame:1.92e+06 wall_t:5798 t:120000 epi:nan +opt_step:119375 lr:0.0003 alpha:0.006738 +2026-02-10 23:47:23 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-20.39 total_reward_ma:-20.39 loss:1.477 fps:331.2 +frame:1.93e+06 wall_t:5828 t:120625 epi:nan +opt_step:120000 lr:0.0003 alpha:0.006738 +2026-02-10 23:47:54 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-20.35 total_reward_ma:-20.39 loss:1.434 fps:331.1 +frame:1.94e+06 wall_t:5859 t:121250 epi:nan +opt_step:120625 lr:0.0003 alpha:0.006738 +2026-02-10 23:48:24 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-20.35 total_reward_ma:-20.39 loss:1.305 fps:331.1 +frame:1.95e+06 wall_t:5889 t:121875 epi:nan +opt_step:121250 lr:0.0003 alpha:0.006738 +2026-02-10 23:48:54 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-20.37 total_reward_ma:-20.39 loss:1.422 fps:331.1 +frame:1.96e+06 wall_t:5919 t:122500 epi:nan +opt_step:121875 lr:0.0003 alpha:0.006738 +2026-02-10 23:49:25 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-20.34 total_reward_ma:-20.39 loss:1.543 fps:331.1 +frame:1.97e+06 wall_t:5950 t:123125 epi:nan +opt_step:122500 lr:0.0003 alpha:0.006738 +2026-02-10 23:49:54 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-20.37 total_reward_ma:-20.39 loss:1.496 fps:331.2 +frame:1.98e+06 wall_t:5979 t:123750 epi:nan +opt_step:123125 lr:0.0003 alpha:0.006738 +2026-02-10 23:50:25 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-20.41 total_reward_ma:-20.39 loss:1.449 fps:331.1 +frame:1.99e+06 wall_t:6010 t:124375 epi:nan +opt_step:123750 lr:0.0003 alpha:0.006738 +2026-02-10 23:50:54 | INFO | PID:1407 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-20.41 total_reward_ma:-20.38 loss:1.55 fps:331.2 +frame:2.00e+06 wall_t:6039 t:125000 epi:nan +opt_step:124375 lr:0.0003 alpha:0.006738 +2026-02-10 23:50:54 | INFO | PID:1407 | slm_lab.lib.logger:info | Session 2 done diff --git a/data/sac_atari_pong_2026_02_10_221007/log/sac_atari_pong_t0_s3.log b/data/sac_atari_pong_2026_02_10_221007/log/sac_atari_pong_t0_s3.log new file mode 100644 index 0000000000000000000000000000000000000000..5ce4c67d6192d23dfc16327579de89010ad243c5 --- /dev/null +++ b/data/sac_atari_pong_2026_02_10_221007/log/sac_atari_pong_t0_s3.log @@ -0,0 +1,802 @@ +2026-02-10 22:10:12 | INFO | PID:1408 | slm_lab.env:_make_vector_env | AtariVectorEnv: 16 envs, native preprocessing +2026-02-10 22:11:10 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:nan total_reward_ma:nan loss:nan fps:181.8 +frame:1.00e+04 wall_t:55 t:625 epi:nan +opt_step:0 lr:0.0003 alpha:1 +2026-02-10 22:11:40 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-20.25 total_reward_ma:-20.25 loss:-7.632 fps:235.3 +frame:2.00e+04 wall_t:85 t:1250 epi:nan +opt_step:625 lr:0.0003 alpha:0.8344 +2026-02-10 22:12:10 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-20.46 total_reward_ma:-20.36 loss:-11.03 fps:260.9 +frame:3.00e+04 wall_t:115 t:1875 epi:nan +opt_step:1250 lr:0.0003 alpha:0.7058 +2026-02-10 22:12:41 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-20.44 total_reward_ma:-20.39 loss:-13.74 fps:274 +frame:4.00e+04 wall_t:146 t:2500 epi:nan +opt_step:1875 lr:0.0003 alpha:0.6025 +2026-02-10 22:13:12 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-20.47 total_reward_ma:-20.41 loss:-15.73 fps:282.5 +frame:5.00e+04 wall_t:177 t:3125 epi:nan +opt_step:2500 lr:0.0003 alpha:0.5177 +2026-02-10 22:13:42 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-20.43 total_reward_ma:-20.41 loss:-17.1 fps:289.9 +frame:6.00e+04 wall_t:207 t:3750 epi:nan +opt_step:3125 lr:0.0003 alpha:0.4467 +2026-02-10 22:14:13 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-20.44 total_reward_ma:-20.42 loss:-18.67 fps:294.1 +frame:7.00e+04 wall_t:238 t:4375 epi:nan +opt_step:3750 lr:0.0003 alpha:0.3867 +2026-02-10 22:14:43 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-20.46 total_reward_ma:-20.42 loss:-20.07 fps:298.5 +frame:8.00e+04 wall_t:268 t:5000 epi:nan +opt_step:4375 lr:0.0003 alpha:0.3355 +2026-02-10 22:15:13 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-20.44 total_reward_ma:-20.43 loss:-21.12 fps:302 +frame:9.00e+04 wall_t:298 t:5625 epi:nan +opt_step:5000 lr:0.0003 alpha:0.2915 +2026-02-10 22:15:43 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-20.41 total_reward_ma:-20.42 loss:-21.75 fps:304.9 +frame:1.00e+05 wall_t:328 t:6250 epi:nan +opt_step:5625 lr:0.0003 alpha:0.2536 +2026-02-10 22:16:14 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-20.43 total_reward_ma:-20.42 loss:-21.76 fps:306.4 +frame:1.10e+05 wall_t:359 t:6875 epi:nan +opt_step:6250 lr:0.0003 alpha:0.2208 +2026-02-10 22:16:44 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-20.44 total_reward_ma:-20.43 loss:-21.99 fps:308.5 +frame:1.20e+05 wall_t:389 t:7500 epi:nan +opt_step:6875 lr:0.0003 alpha:0.1923 +2026-02-10 22:17:14 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-20.45 total_reward_ma:-20.43 loss:-22.14 fps:310.3 +frame:1.30e+05 wall_t:419 t:8125 epi:nan +opt_step:7500 lr:0.0003 alpha:0.1676 +2026-02-10 22:17:44 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-20.46 total_reward_ma:-20.43 loss:-22.44 fps:311.8 +frame:1.40e+05 wall_t:449 t:8750 epi:nan +opt_step:8125 lr:0.0003 alpha:0.1461 +2026-02-10 22:18:15 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-20.42 total_reward_ma:-20.43 loss:-22.53 fps:312.5 +frame:1.50e+05 wall_t:480 t:9375 epi:nan +opt_step:8750 lr:0.0003 alpha:0.1274 +2026-02-10 22:18:46 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-20.41 total_reward_ma:-20.43 loss:-22.35 fps:313.1 +frame:1.60e+05 wall_t:511 t:10000 epi:nan +opt_step:9375 lr:0.0003 alpha:0.1111 +2026-02-10 22:19:16 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-20.36 total_reward_ma:-20.42 loss:-21.91 fps:314.2 +frame:1.70e+05 wall_t:541 t:10625 epi:nan +opt_step:10000 lr:0.0003 alpha:0.0969 +2026-02-10 22:19:47 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-20.32 total_reward_ma:-20.42 loss:-21.24 fps:314.7 +frame:1.80e+05 wall_t:572 t:11250 epi:nan +opt_step:10625 lr:0.0003 alpha:0.08455 +2026-02-10 22:20:17 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-20.33 total_reward_ma:-20.41 loss:-20.77 fps:315.6 +frame:1.90e+05 wall_t:602 t:11875 epi:nan +opt_step:11250 lr:0.0003 alpha:0.07379 +2026-02-10 22:20:48 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-20.35 total_reward_ma:-20.41 loss:-21.01 fps:316 +frame:2.00e+05 wall_t:633 t:12500 epi:nan +opt_step:11875 lr:0.0003 alpha:0.06442 +2026-02-10 22:21:18 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-20.33 total_reward_ma:-20.41 loss:-20.77 fps:316.3 +frame:2.10e+05 wall_t:664 t:13125 epi:nan +opt_step:12500 lr:0.0003 alpha:0.05625 +2026-02-10 22:21:49 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-20.30 total_reward_ma:-20.40 loss:-20.33 fps:317 +frame:2.20e+05 wall_t:694 t:13750 epi:nan +opt_step:13125 lr:0.0003 alpha:0.04912 +2026-02-10 22:22:20 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-20.25 total_reward_ma:-20.39 loss:-19.72 fps:317.2 +frame:2.30e+05 wall_t:725 t:14375 epi:nan +opt_step:13750 lr:0.0003 alpha:0.04291 +2026-02-10 22:22:51 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-20.24 total_reward_ma:-20.39 loss:-19.11 fps:317.5 +frame:2.40e+05 wall_t:756 t:15000 epi:nan +opt_step:14375 lr:0.0003 alpha:0.03749 +2026-02-10 22:23:22 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-20.28 total_reward_ma:-20.38 loss:-18.56 fps:317.7 +frame:2.50e+05 wall_t:787 t:15625 epi:nan +opt_step:15000 lr:0.0003 alpha:0.03276 +2026-02-10 22:23:53 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-20.29 total_reward_ma:-20.38 loss:-18.35 fps:317.8 +frame:2.60e+05 wall_t:818 t:16250 epi:nan +opt_step:15625 lr:0.0003 alpha:0.02864 +2026-02-10 22:24:22 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-20.34 total_reward_ma:-20.38 loss:-18.08 fps:318.8 +frame:2.70e+05 wall_t:847 t:16875 epi:nan +opt_step:16250 lr:0.0003 alpha:0.02504 +2026-02-10 22:24:52 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-20.33 total_reward_ma:-20.38 loss:-17.65 fps:319.3 +frame:2.80e+05 wall_t:877 t:17500 epi:nan +opt_step:16875 lr:0.0003 alpha:0.0219 +2026-02-10 22:25:22 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-20.32 total_reward_ma:-20.37 loss:-17.03 fps:319.7 +frame:2.90e+05 wall_t:907 t:18125 epi:nan +opt_step:17500 lr:0.0003 alpha:0.01916 +2026-02-10 22:25:52 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-20.32 total_reward_ma:-20.37 loss:-16.31 fps:320.2 +frame:3.00e+05 wall_t:937 t:18750 epi:nan +opt_step:18125 lr:0.0003 alpha:0.01677 +2026-02-10 22:26:22 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-20.28 total_reward_ma:-20.37 loss:-15.9 fps:320.6 +frame:3.10e+05 wall_t:967 t:19375 epi:nan +opt_step:18750 lr:0.0003 alpha:0.01468 +2026-02-10 22:26:51 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-20.28 total_reward_ma:-20.37 loss:-15.8 fps:321.3 +frame:3.20e+05 wall_t:996 t:20000 epi:nan +opt_step:19375 lr:0.0003 alpha:0.01285 +2026-02-10 22:27:22 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-20.30 total_reward_ma:-20.36 loss:-15.28 fps:321.3 +frame:3.30e+05 wall_t:1027 t:20625 epi:nan +opt_step:20000 lr:0.0003 alpha:0.01125 +2026-02-10 22:27:53 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-20.30 total_reward_ma:-20.36 loss:-14.53 fps:321.4 +frame:3.40e+05 wall_t:1058 t:21250 epi:nan +opt_step:20625 lr:0.0003 alpha:0.009857 +2026-02-10 22:28:22 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-20.34 total_reward_ma:-20.36 loss:-14.23 fps:322 +frame:3.50e+05 wall_t:1087 t:21875 epi:nan +opt_step:21250 lr:0.0003 alpha:0.008636 +2026-02-10 22:28:53 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-20.33 total_reward_ma:-20.36 loss:-13.94 fps:322 +frame:3.60e+05 wall_t:1118 t:22500 epi:nan +opt_step:21875 lr:0.0003 alpha:0.007572 +2026-02-10 22:29:23 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-20.31 total_reward_ma:-20.36 loss:-13.58 fps:322.3 +frame:3.70e+05 wall_t:1148 t:23125 epi:nan +opt_step:22500 lr:0.0003 alpha:0.006738 +2026-02-10 22:29:53 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-20.34 total_reward_ma:-20.36 loss:-13.04 fps:322.6 +frame:3.80e+05 wall_t:1178 t:23750 epi:nan +opt_step:23125 lr:0.0003 alpha:0.006738 +2026-02-10 22:30:24 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-20.29 total_reward_ma:-20.36 loss:-12.59 fps:322.6 +frame:3.90e+05 wall_t:1209 t:24375 epi:nan +opt_step:23750 lr:0.0003 alpha:0.006738 +2026-02-10 22:30:53 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-20.40 total_reward_ma:-20.36 loss:-12.17 fps:323.1 +frame:4.00e+05 wall_t:1238 t:25000 epi:nan +opt_step:24375 lr:0.0003 alpha:0.006738 +2026-02-10 22:31:23 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-20.37 total_reward_ma:-20.36 loss:-11.67 fps:323.3 +frame:4.10e+05 wall_t:1268 t:25625 epi:nan +opt_step:25000 lr:0.0003 alpha:0.006738 +2026-02-10 22:31:53 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-20.37 total_reward_ma:-20.36 loss:-11.19 fps:323.6 +frame:4.20e+05 wall_t:1298 t:26250 epi:nan +opt_step:25625 lr:0.0003 alpha:0.006738 +2026-02-10 22:32:22 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-20.44 total_reward_ma:-20.36 loss:-11.01 fps:324 +frame:4.30e+05 wall_t:1327 t:26875 epi:nan +opt_step:26250 lr:0.0003 alpha:0.006738 +2026-02-10 22:32:52 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-20.44 total_reward_ma:-20.36 loss:-10.75 fps:324.2 +frame:4.40e+05 wall_t:1357 t:27500 epi:nan +opt_step:26875 lr:0.0003 alpha:0.006738 +2026-02-10 22:33:22 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-20.45 total_reward_ma:-20.36 loss:-10.23 fps:324.4 +frame:4.50e+05 wall_t:1387 t:28125 epi:nan +opt_step:27500 lr:0.0003 alpha:0.006738 +2026-02-10 22:33:53 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-20.44 total_reward_ma:-20.37 loss:-9.675 fps:324.4 +frame:4.60e+05 wall_t:1418 t:28750 epi:nan +opt_step:28125 lr:0.0003 alpha:0.006738 +2026-02-10 22:34:22 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-20.40 total_reward_ma:-20.37 loss:-9.665 fps:324.8 +frame:4.70e+05 wall_t:1447 t:29375 epi:nan +opt_step:28750 lr:0.0003 alpha:0.006738 +2026-02-10 22:34:53 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-20.44 total_reward_ma:-20.37 loss:-9.267 fps:324.8 +frame:4.80e+05 wall_t:1478 t:30000 epi:nan +opt_step:29375 lr:0.0003 alpha:0.006738 +2026-02-10 22:35:23 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-20.35 total_reward_ma:-20.37 loss:-8.941 fps:324.9 +frame:4.90e+05 wall_t:1508 t:30625 epi:nan +opt_step:30000 lr:0.0003 alpha:0.006738 +2026-02-10 22:35:51 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-20.34 total_reward_ma:-20.37 loss:-8.593 fps:325.3 +frame:5.00e+05 wall_t:1537 t:31250 epi:nan +opt_step:30625 lr:0.0003 alpha:0.006738 +2026-02-10 22:36:22 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-20.34 total_reward_ma:-20.37 loss:-8.33 fps:325.5 +frame:5.10e+05 wall_t:1567 t:31875 epi:nan +opt_step:31250 lr:0.0003 alpha:0.006738 +2026-02-10 22:36:51 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-20.35 total_reward_ma:-20.37 loss:-8.125 fps:325.8 +frame:5.20e+05 wall_t:1596 t:32500 epi:nan +opt_step:31875 lr:0.0003 alpha:0.006738 +2026-02-10 22:37:21 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-20.38 total_reward_ma:-20.37 loss:-7.931 fps:326 +frame:5.30e+05 wall_t:1626 t:33125 epi:nan +opt_step:32500 lr:0.0003 alpha:0.006738 +2026-02-10 22:37:51 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-20.46 total_reward_ma:-20.37 loss:-7.647 fps:326.1 +frame:5.40e+05 wall_t:1656 t:33750 epi:nan +opt_step:33125 lr:0.0003 alpha:0.006738 +2026-02-10 22:38:21 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-20.57 total_reward_ma:-20.37 loss:-7.383 fps:326.2 +frame:5.50e+05 wall_t:1686 t:34375 epi:nan +opt_step:33750 lr:0.0003 alpha:0.006738 +2026-02-10 22:38:51 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-20.67 total_reward_ma:-20.38 loss:-7.067 fps:326.3 +frame:5.60e+05 wall_t:1716 t:35000 epi:nan +opt_step:34375 lr:0.0003 alpha:0.006738 +2026-02-10 22:39:20 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-20.84 total_reward_ma:-20.39 loss:-6.751 fps:326.6 +frame:5.70e+05 wall_t:1745 t:35625 epi:nan +opt_step:35000 lr:0.0003 alpha:0.006738 +2026-02-10 22:39:50 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-20.90 total_reward_ma:-20.39 loss:-6.514 fps:326.8 +frame:5.80e+05 wall_t:1775 t:36250 epi:nan +opt_step:35625 lr:0.0003 alpha:0.006738 +2026-02-10 22:40:20 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-20.96 total_reward_ma:-20.40 loss:-6.268 fps:326.9 +frame:5.90e+05 wall_t:1805 t:36875 epi:nan +opt_step:36250 lr:0.0003 alpha:0.006738 +2026-02-10 22:40:50 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-20.98 total_reward_ma:-20.41 loss:-6.046 fps:327 +frame:6.00e+05 wall_t:1835 t:37500 epi:nan +opt_step:36875 lr:0.0003 alpha:0.006738 +2026-02-10 22:41:20 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-20.98 total_reward_ma:-20.42 loss:-5.867 fps:327.1 +frame:6.10e+05 wall_t:1865 t:38125 epi:nan +opt_step:37500 lr:0.0003 alpha:0.006738 +2026-02-10 22:41:50 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-20.99 total_reward_ma:-20.43 loss:-5.537 fps:327.2 +frame:6.20e+05 wall_t:1895 t:38750 epi:nan +opt_step:38125 lr:0.0003 alpha:0.006738 +2026-02-10 22:42:20 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-20.99 total_reward_ma:-20.44 loss:-5.501 fps:327.3 +frame:6.30e+05 wall_t:1925 t:39375 epi:nan +opt_step:38750 lr:0.0003 alpha:0.006738 +2026-02-10 22:42:50 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-20.99 total_reward_ma:-20.45 loss:-5.177 fps:327.4 +frame:6.40e+05 wall_t:1955 t:40000 epi:nan +opt_step:39375 lr:0.0003 alpha:0.006738 +2026-02-10 22:43:20 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-21.00 total_reward_ma:-20.46 loss:-4.985 fps:327.5 +frame:6.50e+05 wall_t:1985 t:40625 epi:nan +opt_step:40000 lr:0.0003 alpha:0.006738 +2026-02-10 22:43:50 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-21.00 total_reward_ma:-20.47 loss:-4.842 fps:327.5 +frame:6.60e+05 wall_t:2015 t:41250 epi:nan +opt_step:40625 lr:0.0003 alpha:0.006738 +2026-02-10 22:44:20 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-21.00 total_reward_ma:-20.48 loss:-4.663 fps:327.6 +frame:6.70e+05 wall_t:2045 t:41875 epi:nan +opt_step:41250 lr:0.0003 alpha:0.006738 +2026-02-10 22:44:51 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-21.00 total_reward_ma:-20.48 loss:-4.367 fps:327.6 +frame:6.80e+05 wall_t:2076 t:42500 epi:nan +opt_step:41875 lr:0.0003 alpha:0.006738 +2026-02-10 22:45:20 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-21.00 total_reward_ma:-20.49 loss:-4.288 fps:327.8 +frame:6.90e+05 wall_t:2105 t:43125 epi:nan +opt_step:42500 lr:0.0003 alpha:0.006738 +2026-02-10 22:45:51 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-21.00 total_reward_ma:-20.50 loss:-3.988 fps:327.7 +frame:7.00e+05 wall_t:2136 t:43750 epi:nan +opt_step:43125 lr:0.0003 alpha:0.006738 +2026-02-10 22:46:21 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-21.00 total_reward_ma:-20.51 loss:-3.9 fps:327.8 +frame:7.10e+05 wall_t:2166 t:44375 epi:nan +opt_step:43750 lr:0.0003 alpha:0.006738 +2026-02-10 22:46:51 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-21.00 total_reward_ma:-20.51 loss:-3.705 fps:327.9 +frame:7.20e+05 wall_t:2196 t:45000 epi:nan +opt_step:44375 lr:0.0003 alpha:0.006738 +2026-02-10 22:47:20 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-21.00 total_reward_ma:-20.52 loss:-3.552 fps:328.1 +frame:7.30e+05 wall_t:2225 t:45625 epi:nan +opt_step:45000 lr:0.0003 alpha:0.006738 +2026-02-10 22:47:50 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-21.00 total_reward_ma:-20.53 loss:-3.419 fps:328.2 +frame:7.40e+05 wall_t:2255 t:46250 epi:nan +opt_step:45625 lr:0.0003 alpha:0.006738 +2026-02-10 22:48:21 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-21.00 total_reward_ma:-20.53 loss:-3.213 fps:328.1 +frame:7.50e+05 wall_t:2286 t:46875 epi:nan +opt_step:46250 lr:0.0003 alpha:0.006738 +2026-02-10 22:48:50 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-21.00 total_reward_ma:-20.54 loss:-3.005 fps:328.3 +frame:7.60e+05 wall_t:2315 t:47500 epi:nan +opt_step:46875 lr:0.0003 alpha:0.006738 +2026-02-10 22:49:21 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-21.00 total_reward_ma:-20.54 loss:-2.822 fps:328.2 +frame:7.70e+05 wall_t:2346 t:48125 epi:nan +opt_step:47500 lr:0.0003 alpha:0.006738 +2026-02-10 22:49:51 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-20.97 total_reward_ma:-20.55 loss:-2.756 fps:328.3 +frame:7.80e+05 wall_t:2376 t:48750 epi:nan +opt_step:48125 lr:0.0003 alpha:0.006738 +2026-02-10 22:50:21 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-20.94 total_reward_ma:-20.56 loss:-2.543 fps:328.3 +frame:7.90e+05 wall_t:2406 t:49375 epi:nan +opt_step:48750 lr:0.0003 alpha:0.006738 +2026-02-10 22:50:51 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-20.93 total_reward_ma:-20.56 loss:-2.376 fps:328.4 +frame:8.00e+05 wall_t:2436 t:50000 epi:nan +opt_step:49375 lr:0.0003 alpha:0.006738 +2026-02-10 22:51:21 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-20.86 total_reward_ma:-20.56 loss:-2.343 fps:328.5 +frame:8.10e+05 wall_t:2466 t:50625 epi:nan +opt_step:50000 lr:0.0003 alpha:0.006738 +2026-02-10 22:51:52 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-20.84 total_reward_ma:-20.57 loss:-2.238 fps:328.4 +frame:8.20e+05 wall_t:2497 t:51250 epi:nan +opt_step:50625 lr:0.0003 alpha:0.006738 +2026-02-10 22:52:21 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-20.80 total_reward_ma:-20.57 loss:-1.962 fps:328.5 +frame:8.30e+05 wall_t:2527 t:51875 epi:nan +opt_step:51250 lr:0.0003 alpha:0.006738 +2026-02-10 22:52:52 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-20.70 total_reward_ma:-20.57 loss:-1.963 fps:328.5 +frame:8.40e+05 wall_t:2557 t:52500 epi:nan +opt_step:51875 lr:0.0003 alpha:0.006738 +2026-02-10 22:53:22 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-20.62 total_reward_ma:-20.57 loss:-1.754 fps:328.6 +frame:8.50e+05 wall_t:2587 t:53125 epi:nan +opt_step:52500 lr:0.0003 alpha:0.006738 +2026-02-10 22:53:53 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-20.56 total_reward_ma:-20.57 loss:-1.651 fps:328.5 +frame:8.60e+05 wall_t:2618 t:53750 epi:nan +opt_step:53125 lr:0.0003 alpha:0.006738 +2026-02-10 22:54:23 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-20.49 total_reward_ma:-20.57 loss:-1.693 fps:328.5 +frame:8.70e+05 wall_t:2648 t:54375 epi:nan +opt_step:53750 lr:0.0003 alpha:0.006738 +2026-02-10 22:54:54 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-20.41 total_reward_ma:-20.57 loss:-1.584 fps:328.5 +frame:8.80e+05 wall_t:2679 t:55000 epi:nan +opt_step:54375 lr:0.0003 alpha:0.006738 +2026-02-10 22:55:23 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-20.34 total_reward_ma:-20.57 loss:-1.49 fps:328.7 +frame:8.90e+05 wall_t:2708 t:55625 epi:nan +opt_step:55000 lr:0.0003 alpha:0.006738 +2026-02-10 22:55:53 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-20.36 total_reward_ma:-20.56 loss:-1.355 fps:328.7 +frame:9.00e+05 wall_t:2738 t:56250 epi:nan +opt_step:55625 lr:0.0003 alpha:0.006738 +2026-02-10 22:56:23 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-20.34 total_reward_ma:-20.56 loss:-1.291 fps:328.8 +frame:9.10e+05 wall_t:2768 t:56875 epi:nan +opt_step:56250 lr:0.0003 alpha:0.006738 +2026-02-10 22:56:53 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-20.23 total_reward_ma:-20.56 loss:-1.278 fps:328.8 +frame:9.20e+05 wall_t:2798 t:57500 epi:nan +opt_step:56875 lr:0.0003 alpha:0.006738 +2026-02-10 22:57:22 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-20.26 total_reward_ma:-20.55 loss:-1.135 fps:329 +frame:9.30e+05 wall_t:2827 t:58125 epi:nan +opt_step:57500 lr:0.0003 alpha:0.006738 +2026-02-10 22:57:52 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-20.20 total_reward_ma:-20.55 loss:-1.227 fps:329 +frame:9.40e+05 wall_t:2857 t:58750 epi:nan +opt_step:58125 lr:0.0003 alpha:0.006738 +2026-02-10 22:58:22 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-20.23 total_reward_ma:-20.55 loss:-1.14 fps:329.1 +frame:9.50e+05 wall_t:2887 t:59375 epi:nan +opt_step:58750 lr:0.0003 alpha:0.006738 +2026-02-10 22:58:51 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-20.24 total_reward_ma:-20.54 loss:-1.019 fps:329.2 +frame:9.60e+05 wall_t:2916 t:60000 epi:nan +opt_step:59375 lr:0.0003 alpha:0.006738 +2026-02-10 22:59:21 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-20.32 total_reward_ma:-20.54 loss:-0.992 fps:329.3 +frame:9.70e+05 wall_t:2946 t:60625 epi:nan +opt_step:60000 lr:0.0003 alpha:0.006738 +2026-02-10 22:59:51 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-20.35 total_reward_ma:-20.54 loss:-0.9858 fps:329.3 +frame:9.80e+05 wall_t:2976 t:61250 epi:nan +opt_step:60625 lr:0.0003 alpha:0.006738 +2026-02-10 23:00:22 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-20.37 total_reward_ma:-20.54 loss:-0.9373 fps:329.2 +frame:9.90e+05 wall_t:3007 t:61875 epi:nan +opt_step:61250 lr:0.0003 alpha:0.006738 +2026-02-10 23:00:51 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-20.34 total_reward_ma:-20.54 loss:-0.8454 fps:329.4 +frame:1.00e+06 wall_t:3036 t:62500 epi:nan +opt_step:61875 lr:0.0003 alpha:0.006738 +2026-02-10 23:01:22 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-20.43 total_reward_ma:-20.54 loss:-0.8269 fps:329.3 +frame:1.01e+06 wall_t:3067 t:63125 epi:nan +opt_step:62500 lr:0.0003 alpha:0.006738 +2026-02-10 23:01:52 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-20.49 total_reward_ma:-20.54 loss:-0.7639 fps:329.4 +frame:1.02e+06 wall_t:3097 t:63750 epi:nan +opt_step:63125 lr:0.0003 alpha:0.006738 +2026-02-10 23:02:23 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-20.54 total_reward_ma:-20.54 loss:-0.7201 fps:329.3 +frame:1.03e+06 wall_t:3128 t:64375 epi:nan +opt_step:63750 lr:0.0003 alpha:0.006738 +2026-02-10 23:02:54 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-20.61 total_reward_ma:-20.54 loss:-0.6942 fps:329.2 +frame:1.04e+06 wall_t:3159 t:65000 epi:nan +opt_step:64375 lr:0.0003 alpha:0.006738 +2026-02-10 23:03:24 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-20.61 total_reward_ma:-20.54 loss:-0.6788 fps:329.3 +frame:1.05e+06 wall_t:3189 t:65625 epi:nan +opt_step:65000 lr:0.0003 alpha:0.006738 +2026-02-10 23:03:54 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-20.59 total_reward_ma:-20.54 loss:-0.6017 fps:329.3 +frame:1.06e+06 wall_t:3219 t:66250 epi:nan +opt_step:65625 lr:0.0003 alpha:0.006738 +2026-02-10 23:04:24 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-20.58 total_reward_ma:-20.54 loss:-0.4719 fps:329.3 +frame:1.07e+06 wall_t:3249 t:66875 epi:nan +opt_step:66250 lr:0.0003 alpha:0.006738 +2026-02-10 23:04:54 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-20.60 total_reward_ma:-20.55 loss:-0.4501 fps:329.4 +frame:1.08e+06 wall_t:3279 t:67500 epi:nan +opt_step:66875 lr:0.0003 alpha:0.006738 +2026-02-10 23:05:24 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-20.64 total_reward_ma:-20.55 loss:-0.4319 fps:329.4 +frame:1.09e+06 wall_t:3309 t:68125 epi:nan +opt_step:67500 lr:0.0003 alpha:0.006738 +2026-02-10 23:05:53 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-20.65 total_reward_ma:-20.55 loss:-0.3157 fps:329.5 +frame:1.10e+06 wall_t:3338 t:68750 epi:nan +opt_step:68125 lr:0.0003 alpha:0.006738 +2026-02-10 23:06:23 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-20.64 total_reward_ma:-20.55 loss:-0.2292 fps:329.6 +frame:1.11e+06 wall_t:3368 t:69375 epi:nan +opt_step:68750 lr:0.0003 alpha:0.006738 +2026-02-10 23:06:53 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-20.55 total_reward_ma:-20.55 loss:-0.1931 fps:329.6 +frame:1.12e+06 wall_t:3398 t:70000 epi:nan +opt_step:69375 lr:0.0003 alpha:0.006738 +2026-02-10 23:07:22 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-20.53 total_reward_ma:-20.55 loss:-0.1529 fps:329.7 +frame:1.13e+06 wall_t:3427 t:70625 epi:nan +opt_step:70000 lr:0.0003 alpha:0.006738 +2026-02-10 23:07:53 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-20.45 total_reward_ma:-20.55 loss:-0.1195 fps:329.7 +frame:1.14e+06 wall_t:3458 t:71250 epi:nan +opt_step:70625 lr:0.0003 alpha:0.006738 +2026-02-10 23:08:23 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-20.39 total_reward_ma:-20.55 loss:-0.0519 fps:329.7 +frame:1.15e+06 wall_t:3488 t:71875 epi:nan +opt_step:71250 lr:0.0003 alpha:0.006738 +2026-02-10 23:08:53 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-20.41 total_reward_ma:-20.55 loss:-0.09397 fps:329.6 +frame:1.16e+06 wall_t:3519 t:72500 epi:nan +opt_step:71875 lr:0.0003 alpha:0.006738 +2026-02-10 23:09:24 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-20.43 total_reward_ma:-20.55 loss:0.1011 fps:329.7 +frame:1.17e+06 wall_t:3549 t:73125 epi:nan +opt_step:72500 lr:0.0003 alpha:0.006738 +2026-02-10 23:09:53 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-20.41 total_reward_ma:-20.56 loss:0.09812 fps:329.8 +frame:1.18e+06 wall_t:3578 t:73750 epi:nan +opt_step:73125 lr:0.0003 alpha:0.006738 +2026-02-10 23:10:23 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-20.38 total_reward_ma:-20.56 loss:0.1593 fps:329.8 +frame:1.19e+06 wall_t:3608 t:74375 epi:nan +opt_step:73750 lr:0.0003 alpha:0.006738 +2026-02-10 23:10:53 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-20.45 total_reward_ma:-20.56 loss:0.1785 fps:329.9 +frame:1.20e+06 wall_t:3638 t:75000 epi:nan +opt_step:74375 lr:0.0003 alpha:0.006738 +2026-02-10 23:11:23 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-20.45 total_reward_ma:-20.56 loss:0.243 fps:329.9 +frame:1.21e+06 wall_t:3668 t:75625 epi:nan +opt_step:75000 lr:0.0003 alpha:0.006738 +2026-02-10 23:11:53 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-20.46 total_reward_ma:-20.56 loss:0.3027 fps:329.9 +frame:1.22e+06 wall_t:3698 t:76250 epi:nan +opt_step:75625 lr:0.0003 alpha:0.006738 +2026-02-10 23:12:23 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-20.52 total_reward_ma:-20.56 loss:0.2474 fps:329.9 +frame:1.23e+06 wall_t:3728 t:76875 epi:nan +opt_step:76250 lr:0.0003 alpha:0.006738 +2026-02-10 23:12:52 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-20.48 total_reward_ma:-20.56 loss:0.3927 fps:330.1 +frame:1.24e+06 wall_t:3757 t:77500 epi:nan +opt_step:76875 lr:0.0003 alpha:0.006738 +2026-02-10 23:13:23 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-20.47 total_reward_ma:-20.57 loss:0.4015 fps:330 +frame:1.25e+06 wall_t:3788 t:78125 epi:nan +opt_step:77500 lr:0.0003 alpha:0.006738 +2026-02-10 23:13:53 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-20.47 total_reward_ma:-20.57 loss:0.4049 fps:330 +frame:1.26e+06 wall_t:3818 t:78750 epi:nan +opt_step:78125 lr:0.0003 alpha:0.006738 +2026-02-10 23:14:23 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-20.45 total_reward_ma:-20.57 loss:0.4692 fps:330 +frame:1.27e+06 wall_t:3848 t:79375 epi:nan +opt_step:78750 lr:0.0003 alpha:0.006738 +2026-02-10 23:14:53 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-20.47 total_reward_ma:-20.57 loss:0.4322 fps:330.1 +frame:1.28e+06 wall_t:3878 t:80000 epi:nan +opt_step:79375 lr:0.0003 alpha:0.006738 +2026-02-10 23:15:23 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-20.52 total_reward_ma:-20.57 loss:0.5395 fps:330.1 +frame:1.29e+06 wall_t:3908 t:80625 epi:nan +opt_step:80000 lr:0.0003 alpha:0.006738 +2026-02-10 23:15:53 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-20.54 total_reward_ma:-20.58 loss:0.6364 fps:330.1 +frame:1.30e+06 wall_t:3938 t:81250 epi:nan +opt_step:80625 lr:0.0003 alpha:0.006738 +2026-02-10 23:16:23 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-20.53 total_reward_ma:-20.58 loss:0.6309 fps:330.1 +frame:1.31e+06 wall_t:3968 t:81875 epi:nan +opt_step:81250 lr:0.0003 alpha:0.006738 +2026-02-10 23:16:53 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-20.53 total_reward_ma:-20.58 loss:0.7171 fps:330.2 +frame:1.32e+06 wall_t:3998 t:82500 epi:nan +opt_step:81875 lr:0.0003 alpha:0.006738 +2026-02-10 23:17:23 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-20.54 total_reward_ma:-20.58 loss:0.6898 fps:330.2 +frame:1.33e+06 wall_t:4028 t:83125 epi:nan +opt_step:82500 lr:0.0003 alpha:0.006738 +2026-02-10 23:17:53 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-20.56 total_reward_ma:-20.59 loss:0.5982 fps:330.2 +frame:1.34e+06 wall_t:4058 t:83750 epi:nan +opt_step:83125 lr:0.0003 alpha:0.006738 +2026-02-10 23:18:23 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-20.51 total_reward_ma:-20.59 loss:0.7983 fps:330.2 +frame:1.35e+06 wall_t:4088 t:84375 epi:nan +opt_step:83750 lr:0.0003 alpha:0.006738 +2026-02-10 23:18:52 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-20.49 total_reward_ma:-20.59 loss:0.7572 fps:330.3 +frame:1.36e+06 wall_t:4117 t:85000 epi:nan +opt_step:84375 lr:0.0003 alpha:0.006738 +2026-02-10 23:19:22 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-20.44 total_reward_ma:-20.59 loss:0.764 fps:330.4 +frame:1.37e+06 wall_t:4147 t:85625 epi:nan +opt_step:85000 lr:0.0003 alpha:0.006738 +2026-02-10 23:19:51 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-20.38 total_reward_ma:-20.59 loss:0.7585 fps:330.5 +frame:1.38e+06 wall_t:4176 t:86250 epi:nan +opt_step:85625 lr:0.0003 alpha:0.006738 +2026-02-10 23:20:21 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-20.35 total_reward_ma:-20.59 loss:0.764 fps:330.5 +frame:1.39e+06 wall_t:4206 t:86875 epi:nan +opt_step:86250 lr:0.0003 alpha:0.006738 +2026-02-10 23:20:51 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-20.36 total_reward_ma:-20.59 loss:0.7924 fps:330.5 +frame:1.40e+06 wall_t:4236 t:87500 epi:nan +opt_step:86875 lr:0.0003 alpha:0.006738 +2026-02-10 23:21:21 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-20.30 total_reward_ma:-20.59 loss:0.7823 fps:330.5 +frame:1.41e+06 wall_t:4266 t:88125 epi:nan +opt_step:87500 lr:0.0003 alpha:0.006738 +2026-02-10 23:21:51 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-20.27 total_reward_ma:-20.59 loss:0.84 fps:330.5 +frame:1.42e+06 wall_t:4296 t:88750 epi:nan +opt_step:88125 lr:0.0003 alpha:0.006738 +2026-02-10 23:22:21 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-20.26 total_reward_ma:-20.59 loss:0.8044 fps:330.6 +frame:1.43e+06 wall_t:4326 t:89375 epi:nan +opt_step:88750 lr:0.0003 alpha:0.006738 +2026-02-10 23:22:51 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-20.26 total_reward_ma:-20.59 loss:0.919 fps:330.6 +frame:1.44e+06 wall_t:4356 t:90000 epi:nan +opt_step:89375 lr:0.0003 alpha:0.006738 +2026-02-10 23:23:22 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-20.22 total_reward_ma:-20.58 loss:0.9328 fps:330.5 +frame:1.45e+06 wall_t:4387 t:90625 epi:nan +opt_step:90000 lr:0.0003 alpha:0.006738 +2026-02-10 23:23:52 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-20.21 total_reward_ma:-20.58 loss:0.8847 fps:330.5 +frame:1.46e+06 wall_t:4417 t:91250 epi:nan +opt_step:90625 lr:0.0003 alpha:0.006738 +2026-02-10 23:24:21 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-20.21 total_reward_ma:-20.58 loss:0.8657 fps:330.6 +frame:1.47e+06 wall_t:4446 t:91875 epi:nan +opt_step:91250 lr:0.0003 alpha:0.006738 +2026-02-10 23:24:51 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-20.29 total_reward_ma:-20.58 loss:0.9936 fps:330.7 +frame:1.48e+06 wall_t:4476 t:92500 epi:nan +opt_step:91875 lr:0.0003 alpha:0.006738 +2026-02-10 23:25:20 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-20.29 total_reward_ma:-20.58 loss:0.9087 fps:330.7 +frame:1.49e+06 wall_t:4505 t:93125 epi:nan +opt_step:92500 lr:0.0003 alpha:0.006738 +2026-02-10 23:25:50 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-20.36 total_reward_ma:-20.58 loss:1.002 fps:330.8 +frame:1.50e+06 wall_t:4535 t:93750 epi:nan +opt_step:93125 lr:0.0003 alpha:0.006738 +2026-02-10 23:26:19 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-20.40 total_reward_ma:-20.58 loss:1.002 fps:330.9 +frame:1.51e+06 wall_t:4564 t:94375 epi:nan +opt_step:93750 lr:0.0003 alpha:0.006738 +2026-02-10 23:26:48 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-20.42 total_reward_ma:-20.58 loss:0.8971 fps:330.9 +frame:1.52e+06 wall_t:4593 t:95000 epi:nan +opt_step:94375 lr:0.0003 alpha:0.006738 +2026-02-10 23:27:19 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-20.44 total_reward_ma:-20.58 loss:0.8254 fps:330.9 +frame:1.53e+06 wall_t:4624 t:95625 epi:nan +opt_step:95000 lr:0.0003 alpha:0.006784 +2026-02-10 23:27:50 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-20.39 total_reward_ma:-20.58 loss:0.792 fps:330.8 +frame:1.54e+06 wall_t:4655 t:96250 epi:nan +opt_step:95625 lr:0.0003 alpha:0.006738 +2026-02-10 23:28:21 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-20.30 total_reward_ma:-20.58 loss:0.8028 fps:330.8 +frame:1.55e+06 wall_t:4686 t:96875 epi:nan +opt_step:96250 lr:0.0003 alpha:0.006738 +2026-02-10 23:28:50 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-20.13 total_reward_ma:-20.57 loss:0.7725 fps:330.9 +frame:1.56e+06 wall_t:4715 t:97500 epi:nan +opt_step:96875 lr:0.0003 alpha:0.006738 +2026-02-10 23:29:20 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-19.96 total_reward_ma:-20.56 loss:0.7724 fps:330.9 +frame:1.57e+06 wall_t:4745 t:98125 epi:nan +opt_step:97500 lr:0.0003 alpha:0.006738 +2026-02-10 23:29:50 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-19.92 total_reward_ma:-20.55 loss:0.7927 fps:330.9 +frame:1.58e+06 wall_t:4775 t:98750 epi:nan +opt_step:98125 lr:0.0003 alpha:0.006738 +2026-02-10 23:30:20 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-19.73 total_reward_ma:-20.54 loss:0.7386 fps:330.9 +frame:1.59e+06 wall_t:4805 t:99375 epi:nan +opt_step:98750 lr:0.0003 alpha:0.006738 +2026-02-10 23:30:51 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-19.43 total_reward_ma:-20.52 loss:0.6984 fps:330.9 +frame:1.60e+06 wall_t:4836 t:100000 epi:nan +opt_step:99375 lr:0.0003 alpha:0.006738 +2026-02-10 23:31:20 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-19.36 total_reward_ma:-20.51 loss:0.6983 fps:330.9 +frame:1.61e+06 wall_t:4865 t:100625 epi:nan +opt_step:100000 lr:0.0003 alpha:0.006738 +2026-02-10 23:31:50 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-19.11 total_reward_ma:-20.49 loss:0.6237 fps:330.9 +frame:1.62e+06 wall_t:4895 t:101250 epi:nan +opt_step:100625 lr:0.0003 alpha:0.006738 +2026-02-10 23:32:21 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-19.01 total_reward_ma:-20.47 loss:0.5171 fps:330.9 +frame:1.63e+06 wall_t:4926 t:101875 epi:nan +opt_step:101250 lr:0.0003 alpha:0.006738 +2026-02-10 23:32:51 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-18.80 total_reward_ma:-20.45 loss:0.5229 fps:330.9 +frame:1.64e+06 wall_t:4956 t:102500 epi:nan +opt_step:101875 lr:0.0003 alpha:0.006738 +2026-02-10 23:33:22 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-18.53 total_reward_ma:-20.42 loss:0.4889 fps:330.9 +frame:1.65e+06 wall_t:4987 t:103125 epi:nan +opt_step:102500 lr:0.0003 alpha:0.006738 +2026-02-10 23:33:52 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-18.25 total_reward_ma:-20.39 loss:0.4232 fps:330.9 +frame:1.66e+06 wall_t:5017 t:103750 epi:nan +opt_step:103125 lr:0.0003 alpha:0.006738 +2026-02-10 23:34:23 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-17.60 total_reward_ma:-20.36 loss:0.3455 fps:330.8 +frame:1.67e+06 wall_t:5048 t:104375 epi:nan +opt_step:103750 lr:0.0003 alpha:0.006738 +2026-02-10 23:34:53 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-17.46 total_reward_ma:-20.33 loss:0.3712 fps:330.8 +frame:1.68e+06 wall_t:5078 t:105000 epi:nan +opt_step:104375 lr:0.0003 alpha:0.006738 +2026-02-10 23:35:23 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-17.14 total_reward_ma:-20.29 loss:0.2447 fps:330.9 +frame:1.69e+06 wall_t:5108 t:105625 epi:nan +opt_step:105000 lr:0.0003 alpha:0.006738 +2026-02-10 23:35:54 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-16.57 total_reward_ma:-20.24 loss:0.1804 fps:330.8 +frame:1.70e+06 wall_t:5139 t:106250 epi:nan +opt_step:105625 lr:0.0003 alpha:0.006738 +2026-02-10 23:36:24 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-16.23 total_reward_ma:-20.19 loss:0.1531 fps:330.8 +frame:1.71e+06 wall_t:5169 t:106875 epi:nan +opt_step:106250 lr:0.0003 alpha:0.006738 +2026-02-10 23:36:53 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-16.07 total_reward_ma:-20.15 loss:0.1092 fps:330.9 +frame:1.72e+06 wall_t:5198 t:107500 epi:nan +opt_step:106875 lr:0.0003 alpha:0.006738 +2026-02-10 23:37:24 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-15.76 total_reward_ma:-20.09 loss:0.1318 fps:330.8 +frame:1.73e+06 wall_t:5229 t:108125 epi:nan +opt_step:107500 lr:0.0003 alpha:0.006738 +2026-02-10 23:37:55 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-15.44 total_reward_ma:-20.04 loss:0.0703 fps:330.8 +frame:1.74e+06 wall_t:5260 t:108750 epi:nan +opt_step:108125 lr:0.0003 alpha:0.006738 +2026-02-10 23:38:24 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-15.21 total_reward_ma:-19.98 loss:0.04102 fps:330.9 +frame:1.75e+06 wall_t:5289 t:109375 epi:nan +opt_step:108750 lr:0.0003 alpha:0.006738 +2026-02-10 23:38:54 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-15.11 total_reward_ma:-19.92 loss:-0.02339 fps:330.9 +frame:1.76e+06 wall_t:5319 t:110000 epi:nan +opt_step:109375 lr:0.0003 alpha:0.006738 +2026-02-10 23:39:24 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-14.70 total_reward_ma:-19.86 loss:-0.1129 fps:330.9 +frame:1.77e+06 wall_t:5349 t:110625 epi:nan +opt_step:110000 lr:0.0003 alpha:0.006738 +2026-02-10 23:39:54 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-14.19 total_reward_ma:-19.79 loss:-0.126 fps:330.9 +frame:1.78e+06 wall_t:5379 t:111250 epi:nan +opt_step:110625 lr:0.0003 alpha:0.006738 +2026-02-10 23:40:24 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-13.92 total_reward_ma:-19.72 loss:-0.1369 fps:330.9 +frame:1.79e+06 wall_t:5409 t:111875 epi:nan +opt_step:111250 lr:0.0003 alpha:0.006738 +2026-02-10 23:40:56 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-13.60 total_reward_ma:-19.65 loss:-0.1383 fps:330.8 +frame:1.80e+06 wall_t:5441 t:112500 epi:nan +opt_step:111875 lr:0.0003 alpha:0.006738 +2026-02-10 23:41:26 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-13.43 total_reward_ma:-19.57 loss:-0.189 fps:330.8 +frame:1.81e+06 wall_t:5471 t:113125 epi:nan +opt_step:112500 lr:0.0003 alpha:0.006738 +2026-02-10 23:41:55 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-12.99 total_reward_ma:-19.49 loss:-0.2787 fps:330.9 +frame:1.82e+06 wall_t:5500 t:113750 epi:nan +opt_step:113125 lr:0.0003 alpha:0.006738 +2026-02-10 23:42:25 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-12.84 total_reward_ma:-19.41 loss:-0.3258 fps:330.9 +frame:1.83e+06 wall_t:5530 t:114375 epi:nan +opt_step:113750 lr:0.0003 alpha:0.006738 +2026-02-10 23:42:54 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-12.42 total_reward_ma:-19.33 loss:-0.3511 fps:331 +frame:1.84e+06 wall_t:5559 t:115000 epi:nan +opt_step:114375 lr:0.0003 alpha:0.006738 +2026-02-10 23:43:24 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-12.22 total_reward_ma:-19.25 loss:-0.3767 fps:331 +frame:1.85e+06 wall_t:5589 t:115625 epi:nan +opt_step:115000 lr:0.0003 alpha:0.006738 +2026-02-10 23:43:54 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-11.84 total_reward_ma:-19.16 loss:-0.4289 fps:331 +frame:1.86e+06 wall_t:5619 t:116250 epi:nan +opt_step:115625 lr:0.0003 alpha:0.006738 +2026-02-10 23:44:24 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-11.74 total_reward_ma:-19.07 loss:-0.502 fps:331 +frame:1.87e+06 wall_t:5649 t:116875 epi:nan +opt_step:116250 lr:0.0003 alpha:0.006738 +2026-02-10 23:44:54 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-11.54 total_reward_ma:-18.98 loss:-0.5416 fps:331 +frame:1.88e+06 wall_t:5679 t:117500 epi:nan +opt_step:116875 lr:0.0003 alpha:0.006738 +2026-02-10 23:45:24 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-10.86 total_reward_ma:-18.89 loss:-0.4868 fps:331.1 +frame:1.89e+06 wall_t:5709 t:118125 epi:nan +opt_step:117500 lr:0.0003 alpha:0.006738 +2026-02-10 23:45:54 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-10.61 total_reward_ma:-18.79 loss:-0.5208 fps:331.1 +frame:1.90e+06 wall_t:5739 t:118750 epi:nan +opt_step:118125 lr:0.0003 alpha:0.006738 +2026-02-10 23:46:24 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-10.34 total_reward_ma:-18.69 loss:-0.6136 fps:331.1 +frame:1.91e+06 wall_t:5769 t:119375 epi:nan +opt_step:118750 lr:0.0003 alpha:0.006738 +2026-02-10 23:46:53 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-10.23 total_reward_ma:-18.59 loss:-0.5807 fps:331.1 +frame:1.92e+06 wall_t:5798 t:120000 epi:nan +opt_step:119375 lr:0.0003 alpha:0.006738 +2026-02-10 23:47:24 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-10.15 total_reward_ma:-18.49 loss:-0.683 fps:331.1 +frame:1.93e+06 wall_t:5829 t:120625 epi:nan +opt_step:120000 lr:0.0003 alpha:0.006738 +2026-02-10 23:47:53 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-9.88 total_reward_ma:-18.39 loss:-0.6429 fps:331.2 +frame:1.94e+06 wall_t:5858 t:121250 epi:nan +opt_step:120625 lr:0.0003 alpha:0.006738 +2026-02-10 23:48:24 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-9.45 total_reward_ma:-18.28 loss:-0.7013 fps:331.1 +frame:1.95e+06 wall_t:5889 t:121875 epi:nan +opt_step:121250 lr:0.0003 alpha:0.006738 +2026-02-10 23:48:54 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-9.37 total_reward_ma:-18.17 loss:-0.7769 fps:331.1 +frame:1.96e+06 wall_t:5919 t:122500 epi:nan +opt_step:121875 lr:0.0003 alpha:0.006738 +2026-02-10 23:49:24 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-9.21 total_reward_ma:-18.06 loss:-0.7318 fps:331.1 +frame:1.97e+06 wall_t:5949 t:123125 epi:nan +opt_step:122500 lr:0.0003 alpha:0.006738 +2026-02-10 23:49:54 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-8.99 total_reward_ma:-17.95 loss:-0.7941 fps:331.2 +frame:1.98e+06 wall_t:5979 t:123750 epi:nan +opt_step:123125 lr:0.0003 alpha:0.006738 +2026-02-10 23:50:25 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-8.92 total_reward_ma:-17.83 loss:-0.7815 fps:331.1 +frame:1.99e+06 wall_t:6010 t:124375 epi:nan +opt_step:123750 lr:0.0003 alpha:0.006738 +2026-02-10 23:50:54 | INFO | PID:1408 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-8.59 total_reward_ma:-17.71 loss:-0.8343 fps:331.2 +frame:2.00e+06 wall_t:6039 t:125000 epi:nan +opt_step:124375 lr:0.0003 alpha:0.006738 +2026-02-10 23:50:54 | INFO | PID:1408 | slm_lab.lib.logger:info | Session 3 done diff --git a/data/sac_atari_pong_2026_02_10_221007/sac_atari_pong_spec.json b/data/sac_atari_pong_2026_02_10_221007/sac_atari_pong_spec.json new file 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--git a/data/sac_atari_pong_2026_02_11_080315/info/sac_atari_pong_t0_trial_metrics_scalar.json b/data/sac_atari_pong_2026_02_11_080315/info/sac_atari_pong_t0_trial_metrics_scalar.json new file mode 100644 index 0000000000000000000000000000000000000000..ffede57da02c786408aca1db67d29e89e6991e9f --- /dev/null +++ b/data/sac_atari_pong_2026_02_11_080315/info/sac_atari_pong_t0_trial_metrics_scalar.json @@ -0,0 +1,11 @@ +{ + "frame": 2000000.0, + "total_reward_ma": 5.880975246429443, + "strength": 13.576583862304688, + "max_strength": 34.72999954223633, + "final_strength": 34.57999801635742, + "sample_efficiency": 6.49854086987034e-07, + "training_efficiency": 5.203422006161418e-06, + "stability": 0.9989661574363708, + "consistency": 0.7184146642684937 +} \ No newline at end of file diff --git a/data/sac_atari_pong_2026_02_11_080315/log/sac_atari_pong_t0.log b/data/sac_atari_pong_2026_02_11_080315/log/sac_atari_pong_t0.log new file mode 100644 index 0000000000000000000000000000000000000000..43b6593f4f2cf062b08891ae110290517faeb170 --- /dev/null +++ b/data/sac_atari_pong_2026_02_11_080315/log/sac_atari_pong_t0.log @@ -0,0 +1,5 @@ +2026-02-11 11:11:01 | INFO | PID:1238 | slm_lab.lib.logger:info | trial_metrics: frame:2.00e+06 | total_reward_ma:5.88 | strength:13.58 | max_strength:34.73 | final_strength:34.58 | sample_efficiency:6.499e-07 | training_efficiency:5.203e-06 | stability:0.999 | consistency:0.7184 +2026-02-11 11:11:01 | INFO | PID:1238 | slm_lab.lib.logger:info | Trial 0 done +2026-02-11 11:11:01 | INFO | PID:1238 | slm_lab.cli.main:run_spec | Output: data/sac_atari_pong_2026_02_11_080315 +2026-02-11 11:11:01 | INFO | PID:1238 | slm_lab.lib.hf:cleanup_models | Cleanup saved 309.2 MB +2026-02-11 11:11:02 | INFO | PID:1238 | slm_lab.lib.hf:upload | Uploading data/sac_atari_pong_2026_02_11_080315 to SLM-Lab/benchmark-dev/data/sac_atari_pong_2026_02_11_080315... diff --git a/data/sac_atari_pong_2026_02_11_080315/log/sac_atari_pong_t0_s0.log b/data/sac_atari_pong_2026_02_11_080315/log/sac_atari_pong_t0_s0.log new file mode 100644 index 0000000000000000000000000000000000000000..827400cea375e118eeb526863bb14cd77b682d7b --- /dev/null +++ b/data/sac_atari_pong_2026_02_11_080315/log/sac_atari_pong_t0_s0.log @@ -0,0 +1,982 @@ +2026-02-11 08:03:20 | INFO | PID:1369 | slm_lab.env:_make_vector_env | AtariVectorEnv: 16 envs, native preprocessing +2026-02-11 08:04:04 | INFO | PID:1369 | slm_lab.lib.perf:log_perf_setup | Performance setup: +Platform: GPU NVIDIA RTX A4500 (compute 8.6) +• GPU cuDNN benchmark: enabled +• GPU memory management: enabled +• GPU TF32 acceleration: enabled +2026-02-11 08:04:04 | INFO | PID:1369 | slm_lab.lib.logger:info | SoftActorCritic: +algorithm_spec: + name: SoftActorCritic + action_pdtype: Categorical + action_policy: default + gamma: 0.99 + training_start_step: 2000 + training_frequency: 4 + training_iter: 2 +name: SoftActorCritic +memory_spec: + name: Replay + batch_size: 256 + max_size: 200000 + use_cer: false +action_pdtype: Categorical +training_iter: 2 +training_start_step: 2000 +policy_delay: 1 +entropy_penalty_coef: 0.0 +gamma: 0.99 +training_frequency: 4 +to_train: 0 +_train_step: 0 +shared: False +net: (device:cuda:0) ConvNet( + (conv_model): Sequential( + (0): Conv2d(4, 32, kernel_size=(8, 8), stride=(4, 4)) + (1): ReLU() + (2): Conv2d(32, 64, kernel_size=(4, 4), stride=(2, 2)) + (3): ReLU() + (4): Conv2d(64, 64, kernel_size=(3, 3), stride=(1, 1)) + (5): ReLU() + ) + (fc_model): Sequential( + (0): Linear(in_features=3136, out_features=512, bias=True) + (1): ReLU() + ) + (tails): Sequential( + (0): Linear(in_features=512, out_features=6, bias=True) + ) + (loss_fn): SmoothL1Loss() +) +optim: AdamW ( +Parameter Group 0 + amsgrad: False + betas: (0.9, 0.999) + capturable: False + decoupled_weight_decay: True + differentiable: False + eps: 0.0001 + foreach: None + fused: None + lr: 0.0003 + maximize: False + weight_decay: 0.01 +) +q1_net: (device:cuda:0) ConvNet( + (conv_model): Sequential( + (0): Conv2d(4, 32, kernel_size=(8, 8), stride=(4, 4)) + (1): ReLU() + (2): Conv2d(32, 64, kernel_size=(4, 4), stride=(2, 2)) + (3): ReLU() + (4): Conv2d(64, 64, kernel_size=(3, 3), stride=(1, 1)) + (5): ReLU() + ) + (fc_model): Sequential( + (0): Linear(in_features=3136, out_features=512, bias=True) + (1): ReLU() + ) + (tails): Sequential( + (0): Linear(in_features=512, out_features=6, bias=True) + ) + (loss_fn): SmoothL1Loss() +) +target_q1_net: (device:cuda:0) ConvNet( + (conv_model): Sequential( + (0): Conv2d(4, 32, kernel_size=(8, 8), stride=(4, 4)) + (1): ReLU() + (2): Conv2d(32, 64, kernel_size=(4, 4), stride=(2, 2)) + (3): ReLU() + (4): Conv2d(64, 64, kernel_size=(3, 3), stride=(1, 1)) + (5): ReLU() + ) + (fc_model): Sequential( + (0): Linear(in_features=3136, out_features=512, bias=True) + (1): ReLU() + ) + (tails): Sequential( + (0): Linear(in_features=512, out_features=6, bias=True) + ) + (loss_fn): SmoothL1Loss() +) +q1_optim: AdamW ( +Parameter Group 0 + amsgrad: False + betas: (0.9, 0.999) + capturable: False + decoupled_weight_decay: True + differentiable: False + eps: 0.0001 + foreach: None + fused: None + lr: 0.0003 + maximize: False + weight_decay: 0.01 +) +q2_net: (device:cuda:0) ConvNet( + (conv_model): Sequential( + (0): Conv2d(4, 32, kernel_size=(8, 8), stride=(4, 4)) + (1): ReLU() + (2): Conv2d(32, 64, kernel_size=(4, 4), stride=(2, 2)) + (3): ReLU() + (4): Conv2d(64, 64, kernel_size=(3, 3), stride=(1, 1)) + (5): ReLU() + ) + (fc_model): Sequential( + (0): Linear(in_features=3136, out_features=512, bias=True) + (1): ReLU() + ) + (tails): Sequential( + (0): Linear(in_features=512, out_features=6, bias=True) + ) + (loss_fn): SmoothL1Loss() +) +target_q2_net: (device:cuda:0) ConvNet( + (conv_model): Sequential( + (0): Conv2d(4, 32, kernel_size=(8, 8), stride=(4, 4)) + (1): ReLU() + (2): Conv2d(32, 64, kernel_size=(4, 4), stride=(2, 2)) + (3): ReLU() + (4): Conv2d(64, 64, kernel_size=(3, 3), stride=(1, 1)) + (5): ReLU() + ) + (fc_model): Sequential( + (0): Linear(in_features=3136, out_features=512, bias=True) + (1): ReLU() + ) + (tails): Sequential( + (0): Linear(in_features=512, out_features=6, bias=True) + ) + (loss_fn): SmoothL1Loss() +) +q2_optim: AdamW ( +Parameter Group 0 + amsgrad: False + betas: (0.9, 0.999) + capturable: False + decoupled_weight_decay: True + differentiable: False + eps: 0.0001 + foreach: None + fused: None + lr: 0.0003 + maximize: False + weight_decay: 0.01 +) +net_names: ['net', 'q1_net', 'target_q1_net', 'q2_net', 'target_q2_net'] +target_entropy: 1.0750556815368328 +log_alpha: tensor([0.], device='cuda:0', requires_grad=True) +alpha: tensor([1.], device='cuda:0') +alpha_optim: AdamW ( +Parameter Group 0 + amsgrad: False + betas: (0.9, 0.999) + capturable: False + decoupled_weight_decay: True + differentiable: False + eps: 0.0001 + foreach: None + fused: None + lr: 0.0003 + maximize: False + weight_decay: 0.01 +) +2026-02-11 08:04:48 | INFO | PID:1369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:nan total_reward_ma:nan loss:-9.673 fps:117.6 +frame:1.00e+04 wall_t:85 t:625 epi:nan +opt_step:1000 lr:0.0003 alpha:0.7536 +2026-02-11 08:05:41 | INFO | PID:1369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-20.00 total_reward_ma:-20.00 loss:-14.91 fps:144.9 +frame:2.00e+04 wall_t:138 t:1250 epi:nan +opt_step:2250 lr:0.0003 alpha:0.5497 +2026-02-11 08:06:36 | INFO | PID:1369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-20.04 total_reward_ma:-20.02 loss:-18.35 fps:156.2 +frame:3.00e+04 wall_t:192 t:1875 epi:nan +opt_step:3500 lr:0.0003 alpha:0.4095 +2026-02-11 08:07:34 | INFO | PID:1369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-19.97 total_reward_ma:-20.00 loss:-20.6 fps:160 +frame:4.00e+04 wall_t:250 t:2500 epi:nan +opt_step:4750 lr:0.0003 alpha:0.3083 +2026-02-11 08:08:29 | INFO | PID:1369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-20.00 total_reward_ma:-20.00 loss:-21.71 fps:163.4 +frame:5.00e+04 wall_t:306 t:3125 epi:nan +opt_step:6000 lr:0.0003 alpha:0.2333 +2026-02-11 08:09:26 | INFO | PID:1369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-20.05 total_reward_ma:-20.01 loss:-22.17 fps:165.7 +frame:6.00e+04 wall_t:362 t:3750 epi:nan +opt_step:7250 lr:0.0003 alpha:0.177 +2026-02-11 08:10:22 | INFO | PID:1369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-20.13 total_reward_ma:-20.03 loss:-22.26 fps:167.1 +frame:7.00e+04 wall_t:419 t:4375 epi:nan +opt_step:8500 lr:0.0003 alpha:0.1345 +2026-02-11 08:11:19 | INFO | PID:1369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-20.16 total_reward_ma:-20.05 loss:-21.88 fps:168.4 +frame:8.00e+04 wall_t:475 t:5000 epi:nan +opt_step:9750 lr:0.0003 alpha:0.1023 +2026-02-11 08:12:15 | INFO | PID:1369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-20.10 total_reward_ma:-20.06 loss:-21.31 fps:169.5 +frame:9.00e+04 wall_t:531 t:5625 epi:nan +opt_step:11000 lr:0.0003 alpha:0.07792 +2026-02-11 08:13:11 | INFO | PID:1369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-20.09 total_reward_ma:-20.06 loss:-20.79 fps:170.1 +frame:1.00e+05 wall_t:588 t:6250 epi:nan +opt_step:12250 lr:0.0003 alpha:0.05938 +2026-02-11 08:14:07 | INFO | PID:1369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-20.10 total_reward_ma:-20.07 loss:-19.77 fps:170.8 +frame:1.10e+05 wall_t:644 t:6875 epi:nan +opt_step:13500 lr:0.0003 alpha:0.04529 +2026-02-11 08:15:04 | INFO | PID:1369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-20.19 total_reward_ma:-20.08 loss:-18.85 fps:171.4 +frame:1.20e+05 wall_t:700 t:7500 epi:nan +opt_step:14750 lr:0.0003 alpha:0.03457 +2026-02-11 08:15:59 | INFO | PID:1369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-20.22 total_reward_ma:-20.09 loss:-17.91 fps:172 +frame:1.30e+05 wall_t:756 t:8125 epi:nan +opt_step:16000 lr:0.0003 alpha:0.02642 +2026-02-11 08:16:56 | INFO | PID:1369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-20.24 total_reward_ma:-20.10 loss:-16.98 fps:172.2 +frame:1.40e+05 wall_t:813 t:8750 epi:nan +opt_step:17250 lr:0.0003 alpha:0.02021 +2026-02-11 08:17:53 | INFO | PID:1369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-20.26 total_reward_ma:-20.11 loss:-16.05 fps:172.4 +frame:1.50e+05 wall_t:870 t:9375 epi:nan +opt_step:18500 lr:0.0003 alpha:0.01547 +2026-02-11 08:18:49 | INFO | PID:1369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-20.25 total_reward_ma:-20.12 loss:-15.1 fps:172.8 +frame:1.60e+05 wall_t:926 t:10000 epi:nan +opt_step:19750 lr:0.0003 alpha:0.01186 +2026-02-11 08:19:45 | INFO | PID:1369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-20.24 total_reward_ma:-20.13 loss:-14.12 fps:173.1 +frame:1.70e+05 wall_t:982 t:10625 epi:nan +opt_step:21000 lr:0.0003 alpha:0.009106 +2026-02-11 08:20:42 | INFO | PID:1369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-20.29 total_reward_ma:-20.14 loss:-13.51 fps:173.4 +frame:1.80e+05 wall_t:1038 t:11250 epi:nan +opt_step:22250 lr:0.0003 alpha:0.007012 +2026-02-11 08:21:38 | INFO | PID:1369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-20.33 total_reward_ma:-20.15 loss:-12.54 fps:173.5 +frame:1.90e+05 wall_t:1095 t:11875 epi:nan +opt_step:23500 lr:0.0003 alpha:0.006738 +2026-02-11 08:22:37 | INFO | PID:1369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-20.29 total_reward_ma:-20.16 loss:-11.75 fps:173.5 +frame:2.00e+05 wall_t:1153 t:12500 epi:nan +opt_step:24750 lr:0.0003 alpha:0.006738 +2026-02-11 08:23:33 | INFO | PID:1369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-20.33 total_reward_ma:-20.16 loss:-11.21 fps:173.7 +frame:2.10e+05 wall_t:1209 t:13125 epi:nan +opt_step:26000 lr:0.0003 alpha:0.006738 +2026-02-11 08:24:29 | INFO | PID:1369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-20.33 total_reward_ma:-20.17 loss:-10.31 fps:173.9 +frame:2.20e+05 wall_t:1265 t:13750 epi:nan +opt_step:27250 lr:0.0003 alpha:0.006738 +2026-02-11 08:25:25 | INFO | PID:1369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-20.37 total_reward_ma:-20.18 loss:-9.507 fps:174 +frame:2.30e+05 wall_t:1322 t:14375 epi:nan +opt_step:28500 lr:0.0003 alpha:0.006738 +2026-02-11 08:26:22 | INFO | PID:1369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-20.39 total_reward_ma:-20.19 loss:-9.024 fps:174 +frame:2.40e+05 wall_t:1379 t:15000 epi:nan +opt_step:29750 lr:0.0003 alpha:0.01105 +2026-02-11 08:27:18 | INFO | PID:1369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-20.42 total_reward_ma:-20.20 loss:-8.351 fps:174.2 +frame:2.50e+05 wall_t:1435 t:15625 epi:nan +opt_step:31000 lr:0.0003 alpha:0.01861 +2026-02-11 08:28:15 | INFO | PID:1369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-20.52 total_reward_ma:-20.21 loss:-7.85 fps:174.3 +frame:2.60e+05 wall_t:1492 t:16250 epi:nan +opt_step:32250 lr:0.0003 alpha:0.03119 +2026-02-11 08:29:12 | INFO | PID:1369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-20.64 total_reward_ma:-20.23 loss:-7.324 fps:174.3 +frame:2.70e+05 wall_t:1549 t:16875 epi:nan +opt_step:33500 lr:0.0003 alpha:0.0522 +2026-02-11 08:30:08 | INFO | PID:1369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-20.75 total_reward_ma:-20.25 loss:-6.755 fps:174.5 +frame:2.80e+05 wall_t:1605 t:17500 epi:nan +opt_step:34750 lr:0.0003 alpha:0.08723 +2026-02-11 08:31:05 | INFO | PID:1369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-20.78 total_reward_ma:-20.27 loss:-5.977 fps:174.5 +frame:2.90e+05 wall_t:1662 t:18125 epi:nan +opt_step:36000 lr:0.0003 alpha:0.1455 +2026-02-11 08:32:01 | INFO | PID:1369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-20.86 total_reward_ma:-20.29 loss:-5.487 fps:174.6 +frame:3.00e+05 wall_t:1718 t:18750 epi:nan +opt_step:37250 lr:0.0003 alpha:0.2421 +2026-02-11 08:32:57 | INFO | PID:1369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-20.89 total_reward_ma:-20.31 loss:-5.246 fps:174.7 +frame:3.10e+05 wall_t:1774 t:19375 epi:nan +opt_step:38500 lr:0.0003 alpha:0.4019 +2026-02-11 08:33:53 | INFO | PID:1369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-21.00 total_reward_ma:-20.33 loss:-5.05 fps:174.9 +frame:3.20e+05 wall_t:1830 t:20000 epi:nan +opt_step:39750 lr:0.0003 alpha:0.6659 +2026-02-11 08:34:48 | INFO | PID:1369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-21.00 total_reward_ma:-20.35 loss:-10.26 fps:175.1 +frame:3.30e+05 wall_t:1885 t:20625 epi:nan +opt_step:41000 lr:0.0003 alpha:0.7071 +2026-02-11 08:35:45 | INFO | PID:1369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-20.95 total_reward_ma:-20.37 loss:-15.4 fps:175.2 +frame:3.40e+05 wall_t:1941 t:21250 epi:nan +opt_step:42250 lr:0.0003 alpha:0.5254 +2026-02-11 08:36:42 | INFO | PID:1369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-20.85 total_reward_ma:-20.38 loss:-19.02 fps:175.1 +frame:3.50e+05 wall_t:1999 t:21875 epi:nan +opt_step:43500 lr:0.0003 alpha:0.3956 +2026-02-11 08:37:39 | INFO | PID:1369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-20.78 total_reward_ma:-20.40 loss:-21.03 fps:175.1 +frame:3.60e+05 wall_t:2056 t:22500 epi:nan +opt_step:44750 lr:0.0003 alpha:0.2993 +2026-02-11 08:38:35 | INFO | PID:1369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-20.68 total_reward_ma:-20.40 loss:-22.13 fps:175.2 +frame:3.70e+05 wall_t:2112 t:23125 epi:nan +opt_step:46000 lr:0.0003 alpha:0.227 +2026-02-11 08:39:32 | INFO | PID:1369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-20.64 total_reward_ma:-20.41 loss:-22.44 fps:175.2 +frame:3.80e+05 wall_t:2169 t:23750 epi:nan +opt_step:47250 lr:0.0003 alpha:0.1724 +2026-02-11 08:40:29 | INFO | PID:1369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-20.52 total_reward_ma:-20.41 loss:-22.42 fps:175.2 +frame:3.90e+05 wall_t:2226 t:24375 epi:nan +opt_step:48500 lr:0.0003 alpha:0.1311 +2026-02-11 08:41:25 | INFO | PID:1369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-20.44 total_reward_ma:-20.41 loss:-22.11 fps:175.3 +frame:4.00e+05 wall_t:2282 t:25000 epi:nan +opt_step:49750 lr:0.0003 alpha:0.09975 +2026-02-11 08:42:22 | INFO | PID:1369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-20.38 total_reward_ma:-20.41 loss:-21.49 fps:175.3 +frame:4.10e+05 wall_t:2339 t:25625 epi:nan +opt_step:51000 lr:0.0003 alpha:0.07596 +2026-02-11 08:43:19 | INFO | PID:1369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-20.32 total_reward_ma:-20.41 loss:-20.46 fps:175.4 +frame:4.20e+05 wall_t:2395 t:26250 epi:nan +opt_step:52250 lr:0.0003 alpha:0.0579 +2026-02-11 08:44:15 | INFO | PID:1369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-20.24 total_reward_ma:-20.41 loss:-19.83 fps:175.4 +frame:4.30e+05 wall_t:2452 t:26875 epi:nan +opt_step:53500 lr:0.0003 alpha:0.04418 +2026-02-11 08:45:12 | INFO | PID:1369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-20.25 total_reward_ma:-20.40 loss:-19.01 fps:175.4 +frame:4.40e+05 wall_t:2508 t:27500 epi:nan +opt_step:54750 lr:0.0003 alpha:0.03373 +2026-02-11 08:46:08 | INFO | PID:1369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-20.21 total_reward_ma:-20.40 loss:-18.09 fps:175.4 +frame:4.50e+05 wall_t:2565 t:28125 epi:nan +opt_step:56000 lr:0.0003 alpha:0.02578 +2026-02-11 08:47:04 | INFO | PID:1369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-20.19 total_reward_ma:-20.39 loss:-17.12 fps:175.5 +frame:4.60e+05 wall_t:2621 t:28750 epi:nan +opt_step:57250 lr:0.0003 alpha:0.01972 +2026-02-11 08:48:00 | INFO | PID:1369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-20.16 total_reward_ma:-20.39 loss:-16.11 fps:175.6 +frame:4.70e+05 wall_t:2676 t:29375 epi:nan +opt_step:58500 lr:0.0003 alpha:0.01511 +2026-02-11 08:48:57 | INFO | PID:1369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-20.17 total_reward_ma:-20.38 loss:-15.25 fps:175.6 +frame:4.80e+05 wall_t:2733 t:30000 epi:nan +opt_step:59750 lr:0.0003 alpha:0.01159 +2026-02-11 08:49:53 | INFO | PID:1369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-20.18 total_reward_ma:-20.38 loss:-14.23 fps:175.6 +frame:4.90e+05 wall_t:2790 t:30625 epi:nan +opt_step:61000 lr:0.0003 alpha:0.008913 +2026-02-11 08:50:49 | INFO | PID:1369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-20.22 total_reward_ma:-20.38 loss:-13.24 fps:175.7 +frame:5.00e+05 wall_t:2846 t:31250 epi:nan +opt_step:62250 lr:0.0003 alpha:0.006886 +2026-02-11 08:51:45 | INFO | PID:1369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-20.25 total_reward_ma:-20.37 loss:-12.52 fps:175.7 +frame:5.10e+05 wall_t:2902 t:31875 epi:nan +opt_step:63500 lr:0.0003 alpha:0.006738 +2026-02-11 08:52:41 | INFO | PID:1369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-20.27 total_reward_ma:-20.37 loss:-11.76 fps:175.8 +frame:5.20e+05 wall_t:2958 t:32500 epi:nan +opt_step:64750 lr:0.0003 alpha:0.006738 +2026-02-11 08:53:37 | INFO | PID:1369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-20.37 total_reward_ma:-20.37 loss:-10.98 fps:175.8 +frame:5.30e+05 wall_t:3014 t:33125 epi:nan +opt_step:66000 lr:0.0003 alpha:0.006738 +2026-02-11 08:54:33 | INFO | PID:1369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-20.41 total_reward_ma:-20.37 loss:-10.44 fps:175.9 +frame:5.40e+05 wall_t:3070 t:33750 epi:nan +opt_step:67250 lr:0.0003 alpha:0.006738 +2026-02-11 08:55:29 | INFO | PID:1369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-20.48 total_reward_ma:-20.37 loss:-9.598 fps:175.9 +frame:5.50e+05 wall_t:3126 t:34375 epi:nan +opt_step:68500 lr:0.0003 alpha:0.006738 +2026-02-11 08:56:26 | INFO | PID:1369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-20.55 total_reward_ma:-20.38 loss:-9.047 fps:176 +frame:5.60e+05 wall_t:3182 t:35000 epi:nan +opt_step:69750 lr:0.0003 alpha:0.006738 +2026-02-11 08:57:22 | INFO | PID:1369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-20.60 total_reward_ma:-20.38 loss:-8.247 fps:176 +frame:5.70e+05 wall_t:3239 t:35625 epi:nan +opt_step:71000 lr:0.0003 alpha:0.006738 +2026-02-11 08:58:19 | INFO | PID:1369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-20.63 total_reward_ma:-20.39 loss:-7.717 fps:176 +frame:5.80e+05 wall_t:3295 t:36250 epi:nan +opt_step:72250 lr:0.0003 alpha:0.006738 +2026-02-11 08:59:15 | INFO | PID:1369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-20.58 total_reward_ma:-20.39 loss:-7.143 fps:176 +frame:5.90e+05 wall_t:3352 t:36875 epi:nan +opt_step:73500 lr:0.0003 alpha:0.006738 +2026-02-11 09:00:11 | INFO | PID:1369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-20.58 total_reward_ma:-20.39 loss:-6.676 fps:176.1 +frame:6.00e+05 wall_t:3408 t:37500 epi:nan +opt_step:74750 lr:0.0003 alpha:0.006738 +2026-02-11 09:01:07 | INFO | PID:1369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-20.58 total_reward_ma:-20.40 loss:-6.168 fps:176.1 +frame:6.10e+05 wall_t:3463 t:38125 epi:nan +opt_step:76000 lr:0.0003 alpha:0.006738 +2026-02-11 09:02:03 | INFO | PID:1369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-20.59 total_reward_ma:-20.40 loss:-5.693 fps:176.1 +frame:6.20e+05 wall_t:3520 t:38750 epi:nan +opt_step:77250 lr:0.0003 alpha:0.006738 +2026-02-11 09:02:59 | INFO | PID:1369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-20.50 total_reward_ma:-20.40 loss:-5.158 fps:176.2 +frame:6.30e+05 wall_t:3576 t:39375 epi:nan +opt_step:78500 lr:0.0003 alpha:0.006738 +2026-02-11 09:03:56 | INFO | PID:1369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-20.44 total_reward_ma:-20.40 loss:-4.675 fps:176.2 +frame:6.40e+05 wall_t:3632 t:40000 epi:nan +opt_step:79750 lr:0.0003 alpha:0.006738 +2026-02-11 09:04:51 | INFO | PID:1369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-20.42 total_reward_ma:-20.40 loss:-4.214 fps:176.2 +frame:6.50e+05 wall_t:3688 t:40625 epi:nan +opt_step:81000 lr:0.0003 alpha:0.006738 +2026-02-11 09:05:48 | INFO | PID:1369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-20.35 total_reward_ma:-20.40 loss:-3.923 fps:176.3 +frame:6.60e+05 wall_t:3744 t:41250 epi:nan +opt_step:82250 lr:0.0003 alpha:0.006738 +2026-02-11 09:06:44 | INFO | PID:1369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-20.28 total_reward_ma:-20.40 loss:-3.431 fps:176.3 +frame:6.70e+05 wall_t:3801 t:41875 epi:nan +opt_step:83500 lr:0.0003 alpha:0.006738 +2026-02-11 09:07:40 | INFO | PID:1369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-20.29 total_reward_ma:-20.40 loss:-3.211 fps:176.3 +frame:6.80e+05 wall_t:3857 t:42500 epi:nan +opt_step:84750 lr:0.0003 alpha:0.006738 +2026-02-11 09:08:37 | INFO | PID:1369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-20.27 total_reward_ma:-20.40 loss:-2.841 fps:176.3 +frame:6.90e+05 wall_t:3914 t:43125 epi:nan +opt_step:86000 lr:0.0003 alpha:0.006738 +2026-02-11 09:09:33 | INFO | PID:1369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-20.18 total_reward_ma:-20.39 loss:-2.671 fps:176.3 +frame:7.00e+05 wall_t:3970 t:43750 epi:nan +opt_step:87250 lr:0.0003 alpha:0.006738 +2026-02-11 09:10:29 | INFO | PID:1369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-20.18 total_reward_ma:-20.39 loss:-2.441 fps:176.4 +frame:7.10e+05 wall_t:4026 t:44375 epi:nan +opt_step:88500 lr:0.0003 alpha:0.006738 +2026-02-11 09:11:26 | INFO | PID:1369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-20.17 total_reward_ma:-20.39 loss:-2.164 fps:176.3 +frame:7.20e+05 wall_t:4083 t:45000 epi:nan +opt_step:89750 lr:0.0003 alpha:0.006738 +2026-02-11 09:12:23 | INFO | PID:1369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-20.19 total_reward_ma:-20.38 loss:-1.942 fps:176.3 +frame:7.30e+05 wall_t:4140 t:45625 epi:nan +opt_step:91000 lr:0.0003 alpha:0.006738 +2026-02-11 09:13:20 | INFO | PID:1369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-20.23 total_reward_ma:-20.38 loss:-1.67 fps:176.3 +frame:7.40e+05 wall_t:4197 t:46250 epi:nan +opt_step:92250 lr:0.0003 alpha:0.006738 +2026-02-11 09:14:16 | INFO | PID:1369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-20.23 total_reward_ma:-20.38 loss:-1.495 fps:176.3 +frame:7.50e+05 wall_t:4253 t:46875 epi:nan +opt_step:93500 lr:0.0003 alpha:0.006738 +2026-02-11 09:15:13 | INFO | PID:1369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-20.23 total_reward_ma:-20.38 loss:-1.297 fps:176.3 +frame:7.60e+05 wall_t:4310 t:47500 epi:nan +opt_step:94750 lr:0.0003 alpha:0.006738 +2026-02-11 09:16:10 | INFO | PID:1369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-20.24 total_reward_ma:-20.38 loss:-1.105 fps:176.3 +frame:7.70e+05 wall_t:4367 t:48125 epi:nan +opt_step:96000 lr:0.0003 alpha:0.006738 +2026-02-11 09:17:06 | INFO | PID:1369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-20.26 total_reward_ma:-20.37 loss:-1.022 fps:176.4 +frame:7.80e+05 wall_t:4423 t:48750 epi:nan +opt_step:97250 lr:0.0003 alpha:0.006738 +2026-02-11 09:18:03 | INFO | PID:1369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-20.28 total_reward_ma:-20.37 loss:-0.9033 fps:176.4 +frame:7.90e+05 wall_t:4479 t:49375 epi:nan +opt_step:98500 lr:0.0003 alpha:0.006738 +2026-02-11 09:18:59 | INFO | PID:1369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-20.21 total_reward_ma:-20.37 loss:-0.76 fps:176.4 +frame:8.00e+05 wall_t:4536 t:50000 epi:nan +opt_step:99750 lr:0.0003 alpha:0.006738 +2026-02-11 09:19:56 | INFO | PID:1369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-20.23 total_reward_ma:-20.37 loss:-0.696 fps:176.4 +frame:8.10e+05 wall_t:4593 t:50625 epi:nan +opt_step:101000 lr:0.0003 alpha:0.006738 +2026-02-11 09:20:52 | INFO | PID:1369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-20.22 total_reward_ma:-20.37 loss:-0.697 fps:176.4 +frame:8.20e+05 wall_t:4649 t:51250 epi:nan +opt_step:102250 lr:0.0003 alpha:0.006738 +2026-02-11 09:21:48 | INFO | PID:1369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-20.14 total_reward_ma:-20.36 loss:-0.5211 fps:176.4 +frame:8.30e+05 wall_t:4705 t:51875 epi:nan +opt_step:103500 lr:0.0003 alpha:0.006738 +2026-02-11 09:22:44 | INFO | PID:1369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-20.02 total_reward_ma:-20.36 loss:-0.4659 fps:176.5 +frame:8.40e+05 wall_t:4760 t:52500 epi:nan +opt_step:104750 lr:0.0003 alpha:0.006738 +2026-02-11 09:23:40 | INFO | PID:1369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-19.94 total_reward_ma:-20.35 loss:-0.5199 fps:176.5 +frame:8.50e+05 wall_t:4817 t:53125 epi:nan +opt_step:106000 lr:0.0003 alpha:0.006738 +2026-02-11 09:24:36 | INFO | PID:1369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-19.69 total_reward_ma:-20.35 loss:-0.4683 fps:176.5 +frame:8.60e+05 wall_t:4873 t:53750 epi:nan +opt_step:107250 lr:0.0003 alpha:0.006738 +2026-02-11 09:25:32 | INFO | PID:1369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-19.63 total_reward_ma:-20.34 loss:-0.3572 fps:176.5 +frame:8.70e+05 wall_t:4929 t:54375 epi:nan +opt_step:108500 lr:0.0003 alpha:0.006738 +2026-02-11 09:26:29 | INFO | PID:1369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-19.44 total_reward_ma:-20.33 loss:-0.4359 fps:176.5 +frame:8.80e+05 wall_t:4986 t:55000 epi:nan +opt_step:109750 lr:0.0003 alpha:0.006738 +2026-02-11 09:27:25 | INFO | PID:1369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-19.17 total_reward_ma:-20.32 loss:-0.4696 fps:176.5 +frame:8.90e+05 wall_t:5042 t:55625 epi:nan +opt_step:111000 lr:0.0003 alpha:0.006738 +2026-02-11 09:28:21 | INFO | PID:1369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-19.00 total_reward_ma:-20.30 loss:-0.5047 fps:176.5 +frame:9.00e+05 wall_t:5098 t:56250 epi:nan +opt_step:112250 lr:0.0003 alpha:0.006738 +2026-02-11 09:29:18 | INFO | PID:1369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-18.78 total_reward_ma:-20.28 loss:-0.4961 fps:176.6 +frame:9.10e+05 wall_t:5154 t:56875 epi:nan +opt_step:113500 lr:0.0003 alpha:0.006738 +2026-02-11 09:30:14 | INFO | PID:1369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-18.55 total_reward_ma:-20.26 loss:-0.5095 fps:176.5 +frame:9.20e+05 wall_t:5211 t:57500 epi:nan +opt_step:114750 lr:0.0003 alpha:0.006738 +2026-02-11 09:31:10 | INFO | PID:1369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-18.38 total_reward_ma:-20.24 loss:-0.5108 fps:176.6 +frame:9.30e+05 wall_t:5267 t:58125 epi:nan +opt_step:116000 lr:0.0003 alpha:0.006738 +2026-02-11 09:32:06 | INFO | PID:1369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-18.07 total_reward_ma:-20.22 loss:-0.4608 fps:176.6 +frame:9.40e+05 wall_t:5322 t:58750 epi:nan +opt_step:117250 lr:0.0003 alpha:0.006738 +2026-02-11 09:33:02 | INFO | PID:1369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-17.62 total_reward_ma:-20.19 loss:-0.5661 fps:176.6 +frame:9.50e+05 wall_t:5379 t:59375 epi:nan +opt_step:118500 lr:0.0003 alpha:0.006738 +2026-02-11 09:33:59 | INFO | PID:1369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-17.23 total_reward_ma:-20.16 loss:-0.6119 fps:176.6 +frame:9.60e+05 wall_t:5435 t:60000 epi:nan +opt_step:119750 lr:0.0003 alpha:0.006738 +2026-02-11 09:34:55 | INFO | PID:1369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-17.02 total_reward_ma:-20.13 loss:-0.4918 fps:176.6 +frame:9.70e+05 wall_t:5492 t:60625 epi:nan +opt_step:121000 lr:0.0003 alpha:0.006738 +2026-02-11 09:35:51 | INFO | PID:1369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-16.78 total_reward_ma:-20.09 loss:-0.577 fps:176.6 +frame:9.80e+05 wall_t:5548 t:61250 epi:nan +opt_step:122250 lr:0.0003 alpha:0.006738 +2026-02-11 09:36:47 | INFO | PID:1369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-16.46 total_reward_ma:-20.06 loss:-0.6032 fps:176.7 +frame:9.90e+05 wall_t:5604 t:61875 epi:nan +opt_step:123500 lr:0.0003 alpha:0.006738 +2026-02-11 09:37:43 | INFO | PID:1369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-16.04 total_reward_ma:-20.02 loss:-0.5643 fps:176.7 +frame:1.00e+06 wall_t:5660 t:62500 epi:nan +opt_step:124750 lr:0.0003 alpha:0.006738 +2026-02-11 09:38:40 | INFO | PID:1369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-15.56 total_reward_ma:-19.97 loss:-0.5923 fps:176.7 +frame:1.01e+06 wall_t:5716 t:63125 epi:nan +opt_step:126000 lr:0.0003 alpha:0.006738 +2026-02-11 09:39:36 | INFO | PID:1369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-15.46 total_reward_ma:-19.93 loss:-0.634 fps:176.7 +frame:1.02e+06 wall_t:5773 t:63750 epi:nan +opt_step:127250 lr:0.0003 alpha:0.006738 +2026-02-11 09:40:32 | INFO | PID:1369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-15.20 total_reward_ma:-19.88 loss:-0.6625 fps:176.7 +frame:1.03e+06 wall_t:5829 t:64375 epi:nan +opt_step:128500 lr:0.0003 alpha:0.006738 +2026-02-11 09:41:28 | INFO | PID:1369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-14.91 total_reward_ma:-19.83 loss:-0.6907 fps:176.7 +frame:1.04e+06 wall_t:5885 t:65000 epi:nan +opt_step:129750 lr:0.0003 alpha:0.006738 +2026-02-11 09:42:25 | INFO | PID:1369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-14.57 total_reward_ma:-19.77 loss:-0.661 fps:176.7 +frame:1.05e+06 wall_t:5941 t:65625 epi:nan +opt_step:131000 lr:0.0003 alpha:0.006738 +2026-02-11 09:43:21 | INFO | PID:1369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-14.21 total_reward_ma:-19.72 loss:-0.669 fps:176.7 +frame:1.06e+06 wall_t:5998 t:66250 epi:nan +opt_step:132250 lr:0.0003 alpha:0.006738 +2026-02-11 09:44:17 | INFO | PID:1369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-13.70 total_reward_ma:-19.65 loss:-0.7842 fps:176.7 +frame:1.07e+06 wall_t:6054 t:66875 epi:nan +opt_step:133500 lr:0.0003 alpha:0.006738 +2026-02-11 09:45:14 | INFO | PID:1369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-13.33 total_reward_ma:-19.58 loss:-0.7341 fps:176.7 +frame:1.08e+06 wall_t:6111 t:67500 epi:nan +opt_step:134750 lr:0.0003 alpha:0.006738 +2026-02-11 09:46:10 | INFO | PID:1369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-13.06 total_reward_ma:-19.51 loss:-0.828 fps:176.7 +frame:1.09e+06 wall_t:6167 t:68125 epi:nan +opt_step:136000 lr:0.0003 alpha:0.006738 +2026-02-11 09:47:07 | INFO | PID:1369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-12.46 total_reward_ma:-19.44 loss:-0.7572 fps:176.8 +frame:1.10e+06 wall_t:6223 t:68750 epi:nan +opt_step:137250 lr:0.0003 alpha:0.006738 +2026-02-11 09:48:02 | INFO | PID:1369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-12.06 total_reward_ma:-19.36 loss:-0.92 fps:176.8 +frame:1.11e+06 wall_t:6279 t:69375 epi:nan +opt_step:138500 lr:0.0003 alpha:0.006738 +2026-02-11 09:48:58 | INFO | PID:1369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-11.47 total_reward_ma:-19.27 loss:-0.8594 fps:176.8 +frame:1.12e+06 wall_t:6335 t:70000 epi:nan +opt_step:139750 lr:0.0003 alpha:0.006738 +2026-02-11 09:49:55 | INFO | PID:1369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-11.13 total_reward_ma:-19.18 loss:-0.9084 fps:176.8 +frame:1.13e+06 wall_t:6391 t:70625 epi:nan +opt_step:141000 lr:0.0003 alpha:0.006738 +2026-02-11 09:50:49 | INFO | PID:1369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-10.71 total_reward_ma:-19.08 loss:-0.9196 fps:176.9 +frame:1.14e+06 wall_t:6445 t:71250 epi:nan +opt_step:142250 lr:0.0003 alpha:0.006738 +2026-02-11 09:51:45 | INFO | PID:1369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-10.29 total_reward_ma:-18.98 loss:-0.9618 fps:176.9 +frame:1.15e+06 wall_t:6502 t:71875 epi:nan +opt_step:143500 lr:0.0003 alpha:0.006738 +2026-02-11 09:52:41 | INFO | PID:1369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-10.03 total_reward_ma:-18.88 loss:-0.9364 fps:176.9 +frame:1.16e+06 wall_t:6557 t:72500 epi:nan +opt_step:144750 lr:0.0003 alpha:0.006738 +2026-02-11 09:53:37 | INFO | PID:1369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-9.80 total_reward_ma:-18.78 loss:-0.9999 fps:176.9 +frame:1.17e+06 wall_t:6614 t:73125 epi:nan +opt_step:146000 lr:0.0003 alpha:0.006738 +2026-02-11 09:54:33 | INFO | PID:1369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-9.43 total_reward_ma:-18.67 loss:-1.04 fps:176.9 +frame:1.18e+06 wall_t:6670 t:73750 epi:nan +opt_step:147250 lr:0.0003 alpha:0.006738 +2026-02-11 09:55:29 | INFO | PID:1369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-9.01 total_reward_ma:-18.55 loss:-1.115 fps:176.9 +frame:1.19e+06 wall_t:6726 t:74375 epi:nan +opt_step:148500 lr:0.0003 alpha:0.006738 +2026-02-11 09:56:26 | INFO | PID:1369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-9.01 total_reward_ma:-18.44 loss:-1.046 fps:176.9 +frame:1.20e+06 wall_t:6782 t:75000 epi:nan +opt_step:149750 lr:0.0003 alpha:0.006738 +2026-02-11 09:57:22 | INFO | PID:1369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-8.15 total_reward_ma:-18.32 loss:-1.083 fps:176.9 +frame:1.21e+06 wall_t:6839 t:75625 epi:nan +opt_step:151000 lr:0.0003 alpha:0.006738 +2026-02-11 09:58:19 | INFO | PID:1369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-7.88 total_reward_ma:-18.19 loss:-1.11 fps:176.9 +frame:1.22e+06 wall_t:6896 t:76250 epi:nan +opt_step:152250 lr:0.0003 alpha:0.006738 +2026-02-11 09:59:15 | INFO | PID:1369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-7.39 total_reward_ma:-18.07 loss:-1.141 fps:176.9 +frame:1.23e+06 wall_t:6952 t:76875 epi:nan +opt_step:153500 lr:0.0003 alpha:0.006738 +2026-02-11 10:00:12 | INFO | PID:1369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-7.07 total_reward_ma:-17.93 loss:-1.176 fps:176.9 +frame:1.24e+06 wall_t:7009 t:77500 epi:nan +opt_step:154750 lr:0.0003 alpha:0.006738 +2026-02-11 10:01:08 | INFO | PID:1369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-6.85 total_reward_ma:-17.80 loss:-1.196 fps:176.9 +frame:1.25e+06 wall_t:7065 t:78125 epi:nan +opt_step:156000 lr:0.0003 alpha:0.006738 +2026-02-11 10:02:04 | INFO | PID:1369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-6.33 total_reward_ma:-17.65 loss:-1.205 fps:176.9 +frame:1.26e+06 wall_t:7121 t:78750 epi:nan +opt_step:157250 lr:0.0003 alpha:0.006738 +2026-02-11 10:03:01 | INFO | PID:1369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-5.74 total_reward_ma:-17.51 loss:-1.272 fps:176.9 +frame:1.27e+06 wall_t:7178 t:79375 epi:nan +opt_step:158500 lr:0.0003 alpha:0.006738 +2026-02-11 10:03:57 | INFO | PID:1369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-5.04 total_reward_ma:-17.35 loss:-1.29 fps:176.9 +frame:1.28e+06 wall_t:7234 t:80000 epi:nan +opt_step:159750 lr:0.0003 alpha:0.006738 +2026-02-11 10:04:53 | INFO | PID:1369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-4.63 total_reward_ma:-17.19 loss:-1.29 fps:177 +frame:1.29e+06 wall_t:7290 t:80625 epi:nan +opt_step:161000 lr:0.0003 alpha:0.006738 +2026-02-11 10:05:49 | INFO | PID:1369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-3.89 total_reward_ma:-17.02 loss:-1.317 fps:177 +frame:1.30e+06 wall_t:7346 t:81250 epi:nan +opt_step:162250 lr:0.0003 alpha:0.006738 +2026-02-11 10:06:46 | INFO | PID:1369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-2.32 total_reward_ma:-16.83 loss:-1.432 fps:177 +frame:1.31e+06 wall_t:7403 t:81875 epi:nan +opt_step:163500 lr:0.0003 alpha:0.006738 +2026-02-11 10:07:42 | INFO | PID:1369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-2.03 total_reward_ma:-16.64 loss:-1.416 fps:177 +frame:1.32e+06 wall_t:7459 t:82500 epi:nan +opt_step:164750 lr:0.0003 alpha:0.006738 +2026-02-11 10:08:39 | INFO | PID:1369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-1.25 total_reward_ma:-16.44 loss:-1.451 fps:177 +frame:1.33e+06 wall_t:7516 t:83125 epi:nan +opt_step:166000 lr:0.0003 alpha:0.006738 +2026-02-11 10:09:36 | INFO | PID:1369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-0.40 total_reward_ma:-16.24 loss:-1.412 fps:176.9 +frame:1.34e+06 wall_t:7573 t:83750 epi:nan +opt_step:167250 lr:0.0003 alpha:0.006738 +2026-02-11 10:10:32 | INFO | PID:1369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:0.77 total_reward_ma:-16.02 loss:-1.649 fps:177 +frame:1.35e+06 wall_t:7629 t:84375 epi:nan +opt_step:168500 lr:0.0003 alpha:0.006738 +2026-02-11 10:11:28 | INFO | PID:1369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:1.02 total_reward_ma:-15.80 loss:-1.6 fps:177 +frame:1.36e+06 wall_t:7685 t:85000 epi:nan +opt_step:169750 lr:0.0003 alpha:0.006738 +2026-02-11 10:12:24 | INFO | PID:1369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:1.42 total_reward_ma:-15.58 loss:-1.64 fps:177 +frame:1.37e+06 wall_t:7741 t:85625 epi:nan +opt_step:171000 lr:0.0003 alpha:0.006738 +2026-02-11 10:13:22 | INFO | PID:1369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:2.11 total_reward_ma:-15.36 loss:-1.724 fps:177 +frame:1.38e+06 wall_t:7798 t:86250 epi:nan +opt_step:172250 lr:0.0003 alpha:0.006738 +2026-02-11 10:14:18 | INFO | PID:1369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:3.22 total_reward_ma:-15.12 loss:-1.694 fps:177 +frame:1.39e+06 wall_t:7855 t:86875 epi:nan +opt_step:173500 lr:0.0003 alpha:0.006738 +2026-02-11 10:15:15 | INFO | PID:1369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:3.55 total_reward_ma:-14.88 loss:-1.738 fps:177 +frame:1.40e+06 wall_t:7911 t:87500 epi:nan +opt_step:174750 lr:0.0003 alpha:0.006738 +2026-02-11 10:16:11 | INFO | PID:1369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:3.92 total_reward_ma:-14.64 loss:-1.844 fps:177 +frame:1.41e+06 wall_t:7968 t:88125 epi:nan +opt_step:176000 lr:0.0003 alpha:0.006738 +2026-02-11 10:17:07 | INFO | PID:1369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:4.76 total_reward_ma:-14.38 loss:-1.805 fps:177 +frame:1.42e+06 wall_t:8024 t:88750 epi:nan +opt_step:177250 lr:0.0003 alpha:0.006738 +2026-02-11 10:18:03 | INFO | PID:1369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:5.64 total_reward_ma:-14.13 loss:-1.852 fps:177 +frame:1.43e+06 wall_t:8080 t:89375 epi:nan +opt_step:178500 lr:0.0003 alpha:0.006738 +2026-02-11 10:18:59 | INFO | PID:1369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:6.14 total_reward_ma:-13.86 loss:-1.921 fps:177 +frame:1.44e+06 wall_t:8135 t:90000 epi:nan +opt_step:179750 lr:0.0003 alpha:0.006738 +2026-02-11 10:19:54 | INFO | PID:1369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:7.14 total_reward_ma:-13.59 loss:-1.932 fps:177 +frame:1.45e+06 wall_t:8191 t:90625 epi:nan +opt_step:181000 lr:0.0003 alpha:0.006738 +2026-02-11 10:20:50 | INFO | PID:1369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:7.82 total_reward_ma:-13.31 loss:-2.048 fps:177 +frame:1.46e+06 wall_t:8247 t:91250 epi:nan +opt_step:182250 lr:0.0003 alpha:0.006738 +2026-02-11 10:21:46 | INFO | PID:1369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:8.74 total_reward_ma:-13.02 loss:-1.989 fps:177 +frame:1.47e+06 wall_t:8303 t:91875 epi:nan +opt_step:183500 lr:0.0003 alpha:0.006738 +2026-02-11 10:22:42 | INFO | PID:1369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:9.39 total_reward_ma:-12.72 loss:-1.986 fps:177.1 +frame:1.48e+06 wall_t:8359 t:92500 epi:nan +opt_step:184750 lr:0.0003 alpha:0.006738 +2026-02-11 10:23:39 | INFO | PID:1369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:10.11 total_reward_ma:-12.42 loss:-2.065 fps:177 +frame:1.49e+06 wall_t:8416 t:93125 epi:nan +opt_step:186000 lr:0.0003 alpha:0.006738 +2026-02-11 10:24:36 | INFO | PID:1369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:10.56 total_reward_ma:-12.11 loss:-2.082 fps:177 +frame:1.50e+06 wall_t:8473 t:93750 epi:nan +opt_step:187250 lr:0.0003 alpha:0.006738 +2026-02-11 10:25:32 | INFO | PID:1369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:11.85 total_reward_ma:-11.79 loss:-2.091 fps:177 +frame:1.51e+06 wall_t:8529 t:94375 epi:nan +opt_step:188500 lr:0.0003 alpha:0.006738 +2026-02-11 10:26:28 | INFO | PID:1369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:12.15 total_reward_ma:-11.47 loss:-2.085 fps:177.1 +frame:1.52e+06 wall_t:8584 t:95000 epi:nan +opt_step:189750 lr:0.0003 alpha:0.006738 +2026-02-11 10:27:24 | INFO | PID:1369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:12.39 total_reward_ma:-11.14 loss:-2.125 fps:177.1 +frame:1.53e+06 wall_t:8640 t:95625 epi:nan +opt_step:191000 lr:0.0003 alpha:0.006738 +2026-02-11 10:28:19 | INFO | PID:1369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:12.84 total_reward_ma:-10.81 loss:-2.148 fps:177.1 +frame:1.54e+06 wall_t:8696 t:96250 epi:nan +opt_step:192250 lr:0.0003 alpha:0.006738 +2026-02-11 10:29:15 | INFO | PID:1369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:13.02 total_reward_ma:-10.47 loss:-2.2 fps:177.1 +frame:1.55e+06 wall_t:8752 t:96875 epi:nan +opt_step:193500 lr:0.0003 alpha:0.006738 +2026-02-11 10:30:11 | INFO | PID:1369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:12.91 total_reward_ma:-10.14 loss:-2.23 fps:177.1 +frame:1.56e+06 wall_t:8808 t:97500 epi:nan +opt_step:194750 lr:0.0003 alpha:0.006738 +2026-02-11 10:31:07 | INFO | PID:1369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:13.30 total_reward_ma:-9.80 loss:-2.167 fps:177.1 +frame:1.57e+06 wall_t:8864 t:98125 epi:nan +opt_step:196000 lr:0.0003 alpha:0.006738 +2026-02-11 10:32:03 | INFO | PID:1369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:13.51 total_reward_ma:-9.46 loss:-2.216 fps:177.1 +frame:1.58e+06 wall_t:8920 t:98750 epi:nan +opt_step:197250 lr:0.0003 alpha:0.006738 +2026-02-11 10:32:59 | INFO | PID:1369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:13.80 total_reward_ma:-9.11 loss:-2.133 fps:177.1 +frame:1.59e+06 wall_t:8976 t:99375 epi:nan +opt_step:198500 lr:0.0003 alpha:0.006738 +2026-02-11 10:33:56 | INFO | PID:1369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:14.06 total_reward_ma:-8.77 loss:-2.241 fps:177.1 +frame:1.60e+06 wall_t:9033 t:100000 epi:nan +opt_step:199750 lr:0.0003 alpha:0.006738 +2026-02-11 10:34:53 | INFO | PID:1369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:14.16 total_reward_ma:-8.42 loss:-2.223 fps:177.1 +frame:1.61e+06 wall_t:9089 t:100625 epi:nan +opt_step:201000 lr:0.0003 alpha:0.006738 +2026-02-11 10:35:49 | INFO | PID:1369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:14.43 total_reward_ma:-8.07 loss:-2.238 fps:177.1 +frame:1.62e+06 wall_t:9146 t:101250 epi:nan +opt_step:202250 lr:0.0003 alpha:0.006738 +2026-02-11 10:36:45 | INFO | PID:1369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:14.50 total_reward_ma:-7.72 loss:-2.353 fps:177.2 +frame:1.63e+06 wall_t:9201 t:101875 epi:nan +opt_step:203500 lr:0.0003 alpha:0.006738 +2026-02-11 10:37:40 | INFO | PID:1369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:14.61 total_reward_ma:-7.37 loss:-2.317 fps:177.2 +frame:1.64e+06 wall_t:9257 t:102500 epi:nan +opt_step:204750 lr:0.0003 alpha:0.006738 +2026-02-11 10:38:36 | INFO | PID:1369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:14.84 total_reward_ma:-7.02 loss:-2.294 fps:177.2 +frame:1.65e+06 wall_t:9313 t:103125 epi:nan +opt_step:206000 lr:0.0003 alpha:0.006738 +2026-02-11 10:39:32 | INFO | PID:1369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:14.85 total_reward_ma:-6.66 loss:-2.289 fps:177.2 +frame:1.66e+06 wall_t:9368 t:103750 epi:nan +opt_step:207250 lr:0.0003 alpha:0.006738 +2026-02-11 10:40:28 | INFO | PID:1369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:14.85 total_reward_ma:-6.31 loss:-2.273 fps:177.2 +frame:1.67e+06 wall_t:9425 t:104375 epi:nan +opt_step:208500 lr:0.0003 alpha:0.006738 +2026-02-11 10:41:24 | INFO | PID:1369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:15.20 total_reward_ma:-5.96 loss:-2.365 fps:177.2 +frame:1.68e+06 wall_t:9480 t:105000 epi:nan +opt_step:209750 lr:0.0003 alpha:0.006738 +2026-02-11 10:42:20 | INFO | PID:1369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:15.09 total_reward_ma:-5.61 loss:-2.262 fps:177.2 +frame:1.69e+06 wall_t:9536 t:105625 epi:nan +opt_step:211000 lr:0.0003 alpha:0.006738 +2026-02-11 10:43:15 | INFO | PID:1369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:15.03 total_reward_ma:-5.25 loss:-2.23 fps:177.2 +frame:1.70e+06 wall_t:9592 t:106250 epi:nan +opt_step:212250 lr:0.0003 alpha:0.006738 +2026-02-11 10:44:11 | INFO | PID:1369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:15.03 total_reward_ma:-4.90 loss:-2.307 fps:177.2 +frame:1.71e+06 wall_t:9648 t:106875 epi:nan +opt_step:213500 lr:0.0003 alpha:0.006738 +2026-02-11 10:45:07 | INFO | PID:1369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:15.13 total_reward_ma:-4.55 loss:-2.29 fps:177.2 +frame:1.72e+06 wall_t:9704 t:107500 epi:nan +opt_step:214750 lr:0.0003 alpha:0.006738 +2026-02-11 10:46:03 | INFO | PID:1369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:14.98 total_reward_ma:-4.20 loss:-2.352 fps:177.3 +frame:1.73e+06 wall_t:9759 t:108125 epi:nan +opt_step:216000 lr:0.0003 alpha:0.006738 +2026-02-11 10:46:59 | INFO | PID:1369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:15.13 total_reward_ma:-3.84 loss:-2.335 fps:177.3 +frame:1.74e+06 wall_t:9816 t:108750 epi:nan +opt_step:217250 lr:0.0003 alpha:0.006738 +2026-02-11 10:47:56 | INFO | PID:1369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:15.02 total_reward_ma:-3.49 loss:-2.322 fps:177.3 +frame:1.75e+06 wall_t:9873 t:109375 epi:nan +opt_step:218500 lr:0.0003 alpha:0.006738 +2026-02-11 10:48:53 | INFO | PID:1369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:15.10 total_reward_ma:-3.14 loss:-2.259 fps:177.2 +frame:1.76e+06 wall_t:9930 t:110000 epi:nan +opt_step:219750 lr:0.0003 alpha:0.006738 +2026-02-11 10:49:49 | INFO | PID:1369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:15.29 total_reward_ma:-2.78 loss:-2.303 fps:177.2 +frame:1.77e+06 wall_t:9986 t:110625 epi:nan +opt_step:221000 lr:0.0003 alpha:0.006738 +2026-02-11 10:50:45 | INFO | PID:1369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:15.30 total_reward_ma:-2.43 loss:-2.331 fps:177.3 +frame:1.78e+06 wall_t:10042 t:111250 epi:nan +opt_step:222250 lr:0.0003 alpha:0.006738 +2026-02-11 10:51:42 | INFO | PID:1369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:15.49 total_reward_ma:-2.07 loss:-2.303 fps:177.2 +frame:1.79e+06 wall_t:10099 t:111875 epi:nan +opt_step:223500 lr:0.0003 alpha:0.006738 +2026-02-11 10:52:38 | INFO | PID:1369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:15.45 total_reward_ma:-1.71 loss:-2.324 fps:177.3 +frame:1.80e+06 wall_t:10155 t:112500 epi:nan +opt_step:224750 lr:0.0003 alpha:0.006738 +2026-02-11 10:53:35 | INFO | PID:1369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:15.42 total_reward_ma:-1.36 loss:-2.361 fps:177.2 +frame:1.81e+06 wall_t:10212 t:113125 epi:nan +opt_step:226000 lr:0.0003 alpha:0.006738 +2026-02-11 10:54:31 | INFO | PID:1369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:15.36 total_reward_ma:-1.00 loss:-2.308 fps:177.3 +frame:1.82e+06 wall_t:10267 t:113750 epi:nan +opt_step:227250 lr:0.0003 alpha:0.006738 +2026-02-11 10:55:27 | INFO | PID:1369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:15.22 total_reward_ma:-0.65 loss:-2.27 fps:177.3 +frame:1.83e+06 wall_t:10324 t:114375 epi:nan +opt_step:228500 lr:0.0003 alpha:0.006738 +2026-02-11 10:56:23 | INFO | PID:1369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:15.23 total_reward_ma:-0.29 loss:-2.302 fps:177.3 +frame:1.84e+06 wall_t:10380 t:115000 epi:nan +opt_step:229750 lr:0.0003 alpha:0.006738 +2026-02-11 10:57:20 | INFO | PID:1369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:15.34 total_reward_ma:0.06 loss:-2.302 fps:177.3 +frame:1.85e+06 wall_t:10437 t:115625 epi:nan +opt_step:231000 lr:0.0003 alpha:0.006738 +2026-02-11 10:58:16 | INFO | PID:1369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:15.33 total_reward_ma:0.41 loss:-2.256 fps:177.3 +frame:1.86e+06 wall_t:10493 t:116250 epi:nan +opt_step:232250 lr:0.0003 alpha:0.006738 +2026-02-11 10:59:12 | INFO | PID:1369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:15.21 total_reward_ma:0.76 loss:-2.25 fps:177.3 +frame:1.87e+06 wall_t:10549 t:116875 epi:nan +opt_step:233500 lr:0.0003 alpha:0.006738 +2026-02-11 11:00:08 | INFO | PID:1369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:15.33 total_reward_ma:1.11 loss:-2.317 fps:177.3 +frame:1.88e+06 wall_t:10605 t:117500 epi:nan +opt_step:234750 lr:0.0003 alpha:0.006738 +2026-02-11 11:01:06 | INFO | PID:1369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:15.26 total_reward_ma:1.45 loss:-2.281 fps:177.2 +frame:1.89e+06 wall_t:10663 t:118125 epi:nan +opt_step:236000 lr:0.0003 alpha:0.006738 +2026-02-11 11:02:01 | INFO | PID:1369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:15.17 total_reward_ma:1.79 loss:-2.318 fps:177.3 +frame:1.90e+06 wall_t:10718 t:118750 epi:nan +opt_step:237250 lr:0.0003 alpha:0.006738 +2026-02-11 11:02:57 | INFO | PID:1369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:15.27 total_reward_ma:2.13 loss:-2.363 fps:177.3 +frame:1.91e+06 wall_t:10774 t:119375 epi:nan +opt_step:238500 lr:0.0003 alpha:0.006738 +2026-02-11 11:03:54 | INFO | PID:1369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:15.39 total_reward_ma:2.47 loss:-2.275 fps:177.3 +frame:1.92e+06 wall_t:10831 t:120000 epi:nan +opt_step:239750 lr:0.0003 alpha:0.006738 +2026-02-11 11:04:50 | INFO | PID:1369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:15.50 total_reward_ma:2.81 loss:-2.371 fps:177.3 +frame:1.93e+06 wall_t:10887 t:120625 epi:nan +opt_step:241000 lr:0.0003 alpha:0.006738 +2026-02-11 11:05:46 | INFO | PID:1369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:15.46 total_reward_ma:3.15 loss:-2.292 fps:177.3 +frame:1.94e+06 wall_t:10943 t:121250 epi:nan +opt_step:242250 lr:0.0003 alpha:0.006738 +2026-02-11 11:06:41 | INFO | PID:1369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:15.50 total_reward_ma:3.48 loss:-2.234 fps:177.3 +frame:1.95e+06 wall_t:10997 t:121875 epi:nan +opt_step:243500 lr:0.0003 alpha:0.006738 +2026-02-11 11:07:35 | INFO | PID:1369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:15.38 total_reward_ma:3.80 loss:-2.305 fps:177.3 +frame:1.96e+06 wall_t:11052 t:122500 epi:nan +opt_step:244750 lr:0.0003 alpha:0.006738 +2026-02-11 11:08:31 | INFO | PID:1369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:15.33 total_reward_ma:4.13 loss:-2.27 fps:177.3 +frame:1.97e+06 wall_t:11108 t:123125 epi:nan +opt_step:246000 lr:0.0003 alpha:0.006738 +2026-02-11 11:09:28 | INFO | PID:1369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:15.30 total_reward_ma:4.45 loss:-2.255 fps:177.3 +frame:1.98e+06 wall_t:11165 t:123750 epi:nan +opt_step:247250 lr:0.0003 alpha:0.006738 +2026-02-11 11:10:16 | INFO | PID:1369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:15.29 total_reward_ma:4.76 loss:-2.236 fps:177.5 +frame:1.99e+06 wall_t:11213 t:124375 epi:nan +opt_step:248500 lr:0.0003 alpha:0.006738 +2026-02-11 11:10:56 | INFO | PID:1369 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:15.32 total_reward_ma:5.08 loss:-2.184 fps:177.7 +frame:2.00e+06 wall_t:11253 t:125000 epi:nan +opt_step:249750 lr:0.0003 alpha:0.006738 +2026-02-11 11:10:57 | INFO | PID:1369 | slm_lab.lib.logger:info | Session 0 done diff --git a/data/sac_atari_pong_2026_02_11_080315/log/sac_atari_pong_t0_s1.log b/data/sac_atari_pong_2026_02_11_080315/log/sac_atari_pong_t0_s1.log new file mode 100644 index 0000000000000000000000000000000000000000..44c4a35c25c56b5fb815ac547bc800b3de4e0681 --- /dev/null +++ b/data/sac_atari_pong_2026_02_11_080315/log/sac_atari_pong_t0_s1.log @@ -0,0 +1,802 @@ +2026-02-11 08:03:20 | INFO | PID:1370 | slm_lab.env:_make_vector_env | AtariVectorEnv: 16 envs, native preprocessing +2026-02-11 08:04:47 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:nan total_reward_ma:nan loss:-10.08 fps:119 +frame:1.00e+04 wall_t:84 t:625 epi:nan +opt_step:1000 lr:0.0003 alpha:0.754 +2026-02-11 08:05:40 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-20.33 total_reward_ma:-20.33 loss:-15.24 fps:146 +frame:2.00e+04 wall_t:137 t:1250 epi:nan +opt_step:2250 lr:0.0003 alpha:0.55 +2026-02-11 08:06:35 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-20.16 total_reward_ma:-20.25 loss:-19.01 fps:156.2 +frame:3.00e+04 wall_t:192 t:1875 epi:nan +opt_step:3500 lr:0.0003 alpha:0.4098 +2026-02-11 08:07:31 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-20.15 total_reward_ma:-20.21 loss:-20.63 fps:161.3 +frame:4.00e+04 wall_t:248 t:2500 epi:nan +opt_step:4750 lr:0.0003 alpha:0.3085 +2026-02-11 08:08:28 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-20.09 total_reward_ma:-20.18 loss:-21.71 fps:163.9 +frame:5.00e+04 wall_t:305 t:3125 epi:nan +opt_step:6000 lr:0.0003 alpha:0.2334 +2026-02-11 08:09:24 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-20.14 total_reward_ma:-20.17 loss:-22.8 fps:166.7 +frame:6.00e+04 wall_t:360 t:3750 epi:nan +opt_step:7250 lr:0.0003 alpha:0.1771 +2026-02-11 08:10:20 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-20.23 total_reward_ma:-20.18 loss:-22.14 fps:167.9 +frame:7.00e+04 wall_t:417 t:4375 epi:nan +opt_step:8500 lr:0.0003 alpha:0.1346 +2026-02-11 08:11:16 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-20.19 total_reward_ma:-20.18 loss:-22.07 fps:169.1 +frame:8.00e+04 wall_t:473 t:5000 epi:nan +opt_step:9750 lr:0.0003 alpha:0.1024 +2026-02-11 08:12:12 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-20.18 total_reward_ma:-20.18 loss:-21.86 fps:170.1 +frame:9.00e+04 wall_t:529 t:5625 epi:nan +opt_step:11000 lr:0.0003 alpha:0.07796 +2026-02-11 08:13:09 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-20.14 total_reward_ma:-20.18 loss:-20.54 fps:170.6 +frame:1.00e+05 wall_t:586 t:6250 epi:nan +opt_step:12250 lr:0.0003 alpha:0.05942 +2026-02-11 08:14:04 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-20.11 total_reward_ma:-20.17 loss:-19.91 fps:171.6 +frame:1.10e+05 wall_t:641 t:6875 epi:nan +opt_step:13500 lr:0.0003 alpha:0.04532 +2026-02-11 08:15:00 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-20.09 total_reward_ma:-20.16 loss:-19.09 fps:172.2 +frame:1.20e+05 wall_t:697 t:7500 epi:nan +opt_step:14750 lr:0.0003 alpha:0.0346 +2026-02-11 08:15:56 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-20.17 total_reward_ma:-20.16 loss:-17.8 fps:172.6 +frame:1.30e+05 wall_t:753 t:8125 epi:nan +opt_step:16000 lr:0.0003 alpha:0.02644 +2026-02-11 08:16:52 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-20.14 total_reward_ma:-20.16 loss:-17.08 fps:173.1 +frame:1.40e+05 wall_t:809 t:8750 epi:nan +opt_step:17250 lr:0.0003 alpha:0.02023 +2026-02-11 08:17:48 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-20.20 total_reward_ma:-20.17 loss:-16.34 fps:173.4 +frame:1.50e+05 wall_t:865 t:9375 epi:nan +opt_step:18500 lr:0.0003 alpha:0.01549 +2026-02-11 08:18:46 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-20.15 total_reward_ma:-20.16 loss:-15.23 fps:173.5 +frame:1.60e+05 wall_t:922 t:10000 epi:nan +opt_step:19750 lr:0.0003 alpha:0.01188 +2026-02-11 08:19:42 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-20.21 total_reward_ma:-20.17 loss:-14.45 fps:173.6 +frame:1.70e+05 wall_t:979 t:10625 epi:nan +opt_step:21000 lr:0.0003 alpha:0.009116 +2026-02-11 08:20:38 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-20.27 total_reward_ma:-20.17 loss:-13.11 fps:173.9 +frame:1.80e+05 wall_t:1035 t:11250 epi:nan +opt_step:22250 lr:0.0003 alpha:0.007014 +2026-02-11 08:21:35 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-20.33 total_reward_ma:-20.18 loss:-12.67 fps:174 +frame:1.90e+05 wall_t:1092 t:11875 epi:nan +opt_step:23500 lr:0.0003 alpha:0.006738 +2026-02-11 08:22:31 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-20.38 total_reward_ma:-20.19 loss:-11.87 fps:174.2 +frame:2.00e+05 wall_t:1148 t:12500 epi:nan +opt_step:24750 lr:0.0003 alpha:0.006738 +2026-02-11 08:23:28 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-20.43 total_reward_ma:-20.20 loss:-11.12 fps:174.4 +frame:2.10e+05 wall_t:1204 t:13125 epi:nan +opt_step:26000 lr:0.0003 alpha:0.006738 +2026-02-11 08:24:23 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-20.41 total_reward_ma:-20.21 loss:-10.42 fps:174.6 +frame:2.20e+05 wall_t:1260 t:13750 epi:nan +opt_step:27250 lr:0.0003 alpha:0.006738 +2026-02-11 08:25:19 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-20.37 total_reward_ma:-20.22 loss:-9.817 fps:174.8 +frame:2.30e+05 wall_t:1316 t:14375 epi:nan +opt_step:28500 lr:0.0003 alpha:0.006738 +2026-02-11 08:26:15 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-20.45 total_reward_ma:-20.23 loss:-9.022 fps:174.9 +frame:2.40e+05 wall_t:1372 t:15000 epi:nan +opt_step:29750 lr:0.0003 alpha:0.006738 +2026-02-11 08:27:11 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-20.50 total_reward_ma:-20.24 loss:-8.619 fps:175.1 +frame:2.50e+05 wall_t:1428 t:15625 epi:nan +opt_step:31000 lr:0.0003 alpha:0.006738 +2026-02-11 08:28:07 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-20.57 total_reward_ma:-20.26 loss:-8.001 fps:175.2 +frame:2.60e+05 wall_t:1484 t:16250 epi:nan +opt_step:32250 lr:0.0003 alpha:0.006738 +2026-02-11 08:29:04 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-20.62 total_reward_ma:-20.27 loss:-7.404 fps:175.3 +frame:2.70e+05 wall_t:1540 t:16875 epi:nan +opt_step:33500 lr:0.0003 alpha:0.006738 +2026-02-11 08:30:00 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-20.73 total_reward_ma:-20.29 loss:-6.79 fps:175.3 +frame:2.80e+05 wall_t:1597 t:17500 epi:nan +opt_step:34750 lr:0.0003 alpha:0.006738 +2026-02-11 08:30:56 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-20.82 total_reward_ma:-20.31 loss:-6.299 fps:175.4 +frame:2.90e+05 wall_t:1653 t:18125 epi:nan +opt_step:36000 lr:0.0003 alpha:0.006738 +2026-02-11 08:31:52 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-20.85 total_reward_ma:-20.32 loss:-5.683 fps:175.5 +frame:3.00e+05 wall_t:1709 t:18750 epi:nan +opt_step:37250 lr:0.0003 alpha:0.006738 +2026-02-11 08:32:48 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-20.99 total_reward_ma:-20.35 loss:-5.314 fps:175.6 +frame:3.10e+05 wall_t:1765 t:19375 epi:nan +opt_step:38500 lr:0.0003 alpha:0.006738 +2026-02-11 08:33:44 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-20.99 total_reward_ma:-20.37 loss:-5.026 fps:175.7 +frame:3.20e+05 wall_t:1821 t:20000 epi:nan +opt_step:39750 lr:0.0003 alpha:0.006738 +2026-02-11 08:34:41 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-21.00 total_reward_ma:-20.39 loss:-4.663 fps:175.7 +frame:3.30e+05 wall_t:1878 t:20625 epi:nan +opt_step:41000 lr:0.0003 alpha:0.006738 +2026-02-11 08:35:37 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-21.00 total_reward_ma:-20.41 loss:-4.226 fps:175.8 +frame:3.40e+05 wall_t:1934 t:21250 epi:nan +opt_step:42250 lr:0.0003 alpha:0.006738 +2026-02-11 08:36:33 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-21.00 total_reward_ma:-20.42 loss:-3.768 fps:175.9 +frame:3.50e+05 wall_t:1990 t:21875 epi:nan +opt_step:43500 lr:0.0003 alpha:0.006738 +2026-02-11 08:37:29 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-21.00 total_reward_ma:-20.44 loss:-3.495 fps:176 +frame:3.60e+05 wall_t:2046 t:22500 epi:nan +opt_step:44750 lr:0.0003 alpha:0.006738 +2026-02-11 08:38:25 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-21.00 total_reward_ma:-20.46 loss:-3.277 fps:176 +frame:3.70e+05 wall_t:2102 t:23125 epi:nan +opt_step:46000 lr:0.0003 alpha:0.006738 +2026-02-11 08:39:22 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-21.00 total_reward_ma:-20.47 loss:-2.809 fps:176.1 +frame:3.80e+05 wall_t:2158 t:23750 epi:nan +opt_step:47250 lr:0.0003 alpha:0.006738 +2026-02-11 08:40:18 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-20.98 total_reward_ma:-20.48 loss:-2.553 fps:176.2 +frame:3.90e+05 wall_t:2214 t:24375 epi:nan +opt_step:48500 lr:0.0003 alpha:0.006738 +2026-02-11 08:41:13 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-20.91 total_reward_ma:-20.49 loss:-2.274 fps:176.3 +frame:4.00e+05 wall_t:2269 t:25000 epi:nan +opt_step:49750 lr:0.0003 alpha:0.006738 +2026-02-11 08:42:09 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-20.86 total_reward_ma:-20.50 loss:-2.037 fps:176.3 +frame:4.10e+05 wall_t:2326 t:25625 epi:nan +opt_step:51000 lr:0.0003 alpha:0.006738 +2026-02-11 08:43:05 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-20.84 total_reward_ma:-20.51 loss:-1.731 fps:176.3 +frame:4.20e+05 wall_t:2382 t:26250 epi:nan +opt_step:52250 lr:0.0003 alpha:0.006738 +2026-02-11 08:44:00 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-20.78 total_reward_ma:-20.52 loss:-1.631 fps:176.4 +frame:4.30e+05 wall_t:2437 t:26875 epi:nan +opt_step:53500 lr:0.0003 alpha:0.006738 +2026-02-11 08:44:56 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-20.71 total_reward_ma:-20.52 loss:-1.484 fps:176.5 +frame:4.40e+05 wall_t:2493 t:27500 epi:nan +opt_step:54750 lr:0.0003 alpha:0.006738 +2026-02-11 08:45:51 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-20.66 total_reward_ma:-20.53 loss:-1.28 fps:176.6 +frame:4.50e+05 wall_t:2548 t:28125 epi:nan +opt_step:56000 lr:0.0003 alpha:0.006738 +2026-02-11 08:46:48 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-20.63 total_reward_ma:-20.53 loss:-1.153 fps:176.7 +frame:4.60e+05 wall_t:2604 t:28750 epi:nan +opt_step:57250 lr:0.0003 alpha:0.006738 +2026-02-11 08:47:44 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-20.59 total_reward_ma:-20.53 loss:-1.001 fps:176.7 +frame:4.70e+05 wall_t:2660 t:29375 epi:nan +opt_step:58500 lr:0.0003 alpha:0.006738 +2026-02-11 08:48:40 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-20.62 total_reward_ma:-20.53 loss:-0.9239 fps:176.7 +frame:4.80e+05 wall_t:2717 t:30000 epi:nan +opt_step:59750 lr:0.0003 alpha:0.006738 +2026-02-11 08:49:36 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-20.64 total_reward_ma:-20.53 loss:-0.7715 fps:176.7 +frame:4.90e+05 wall_t:2773 t:30625 epi:nan +opt_step:61000 lr:0.0003 alpha:0.006738 +2026-02-11 08:50:32 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-20.58 total_reward_ma:-20.53 loss:-0.6674 fps:176.7 +frame:5.00e+05 wall_t:2829 t:31250 epi:nan +opt_step:62250 lr:0.0003 alpha:0.006738 +2026-02-11 08:51:28 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-20.55 total_reward_ma:-20.53 loss:-0.5337 fps:176.8 +frame:5.10e+05 wall_t:2885 t:31875 epi:nan +opt_step:63500 lr:0.0003 alpha:0.006738 +2026-02-11 08:52:24 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-20.58 total_reward_ma:-20.54 loss:-0.4524 fps:176.8 +frame:5.20e+05 wall_t:2941 t:32500 epi:nan +opt_step:64750 lr:0.0003 alpha:0.006738 +2026-02-11 08:53:20 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-20.56 total_reward_ma:-20.54 loss:-0.3003 fps:176.8 +frame:5.30e+05 wall_t:2997 t:33125 epi:nan +opt_step:66000 lr:0.0003 alpha:0.006738 +2026-02-11 08:54:16 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-20.54 total_reward_ma:-20.54 loss:-0.2491 fps:176.9 +frame:5.40e+05 wall_t:3053 t:33750 epi:nan +opt_step:67250 lr:0.0003 alpha:0.006738 +2026-02-11 08:55:12 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-20.53 total_reward_ma:-20.54 loss:-0.22 fps:176.9 +frame:5.50e+05 wall_t:3109 t:34375 epi:nan +opt_step:68500 lr:0.0003 alpha:0.006738 +2026-02-11 08:56:09 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-20.46 total_reward_ma:-20.53 loss:-0.0121 fps:176.9 +frame:5.60e+05 wall_t:3165 t:35000 epi:nan +opt_step:69750 lr:0.0003 alpha:0.006738 +2026-02-11 08:57:04 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-20.34 total_reward_ma:-20.53 loss:0.01397 fps:177 +frame:5.70e+05 wall_t:3221 t:35625 epi:nan +opt_step:71000 lr:0.0003 alpha:0.006738 +2026-02-11 08:57:59 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-20.33 total_reward_ma:-20.53 loss:0.0404 fps:177 +frame:5.80e+05 wall_t:3276 t:36250 epi:nan +opt_step:72250 lr:0.0003 alpha:0.006738 +2026-02-11 08:58:56 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-20.35 total_reward_ma:-20.52 loss:0.1773 fps:177 +frame:5.90e+05 wall_t:3333 t:36875 epi:nan +opt_step:73500 lr:0.0003 alpha:0.006738 +2026-02-11 08:59:53 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-20.29 total_reward_ma:-20.52 loss:0.3074 fps:177 +frame:6.00e+05 wall_t:3389 t:37500 epi:nan +opt_step:74750 lr:0.0003 alpha:0.006738 +2026-02-11 09:00:48 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-20.25 total_reward_ma:-20.52 loss:0.3409 fps:177.1 +frame:6.10e+05 wall_t:3445 t:38125 epi:nan +opt_step:76000 lr:0.0003 alpha:0.006738 +2026-02-11 09:01:43 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-20.26 total_reward_ma:-20.51 loss:0.4244 fps:177.1 +frame:6.20e+05 wall_t:3500 t:38750 epi:nan +opt_step:77250 lr:0.0003 alpha:0.006738 +2026-02-11 09:02:40 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-20.25 total_reward_ma:-20.51 loss:0.3427 fps:177.2 +frame:6.30e+05 wall_t:3556 t:39375 epi:nan +opt_step:78500 lr:0.0003 alpha:0.006738 +2026-02-11 09:03:36 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-20.25 total_reward_ma:-20.50 loss:0.5386 fps:177.1 +frame:6.40e+05 wall_t:3613 t:40000 epi:nan +opt_step:79750 lr:0.0003 alpha:0.006738 +2026-02-11 09:04:32 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-20.21 total_reward_ma:-20.50 loss:0.4882 fps:177.2 +frame:6.50e+05 wall_t:3669 t:40625 epi:nan +opt_step:81000 lr:0.0003 alpha:0.006738 +2026-02-11 09:05:29 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-20.20 total_reward_ma:-20.49 loss:0.5846 fps:177.2 +frame:6.60e+05 wall_t:3725 t:41250 epi:nan +opt_step:82250 lr:0.0003 alpha:0.006738 +2026-02-11 09:06:25 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-20.23 total_reward_ma:-20.49 loss:0.6199 fps:177.2 +frame:6.70e+05 wall_t:3782 t:41875 epi:nan +opt_step:83500 lr:0.0003 alpha:0.006738 +2026-02-11 09:07:22 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-20.20 total_reward_ma:-20.49 loss:0.6408 fps:177.1 +frame:6.80e+05 wall_t:3839 t:42500 epi:nan +opt_step:84750 lr:0.0003 alpha:0.006738 +2026-02-11 09:08:18 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-20.22 total_reward_ma:-20.48 loss:0.6532 fps:177.2 +frame:6.90e+05 wall_t:3894 t:43125 epi:nan +opt_step:86000 lr:0.0003 alpha:0.006741 +2026-02-11 09:09:14 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-20.21 total_reward_ma:-20.48 loss:0.613 fps:177.2 +frame:7.00e+05 wall_t:3951 t:43750 epi:nan +opt_step:87250 lr:0.0003 alpha:0.006923 +2026-02-11 09:10:11 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-20.03 total_reward_ma:-20.47 loss:0.5594 fps:177.1 +frame:7.10e+05 wall_t:4008 t:44375 epi:nan +opt_step:88500 lr:0.0003 alpha:0.006738 +2026-02-11 09:11:07 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-19.90 total_reward_ma:-20.46 loss:0.4586 fps:177.2 +frame:7.20e+05 wall_t:4064 t:45000 epi:nan +opt_step:89750 lr:0.0003 alpha:0.006738 +2026-02-11 09:12:03 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-19.78 total_reward_ma:-20.45 loss:0.4029 fps:177.2 +frame:7.30e+05 wall_t:4120 t:45625 epi:nan +opt_step:91000 lr:0.0003 alpha:0.006738 +2026-02-11 09:12:58 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-19.50 total_reward_ma:-20.44 loss:0.3182 fps:177.2 +frame:7.40e+05 wall_t:4175 t:46250 epi:nan +opt_step:92250 lr:0.0003 alpha:0.006738 +2026-02-11 09:13:54 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-19.03 total_reward_ma:-20.42 loss:0.2358 fps:177.3 +frame:7.50e+05 wall_t:4231 t:46875 epi:nan +opt_step:93500 lr:0.0003 alpha:0.006738 +2026-02-11 09:14:50 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-18.89 total_reward_ma:-20.40 loss:0.2666 fps:177.3 +frame:7.60e+05 wall_t:4287 t:47500 epi:nan +opt_step:94750 lr:0.0003 alpha:0.006738 +2026-02-11 09:15:45 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-18.44 total_reward_ma:-20.38 loss:0.1364 fps:177.3 +frame:7.70e+05 wall_t:4342 t:48125 epi:nan +opt_step:96000 lr:0.0003 alpha:0.006738 +2026-02-11 09:16:41 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-17.80 total_reward_ma:-20.34 loss:0.0675 fps:177.4 +frame:7.80e+05 wall_t:4398 t:48750 epi:nan +opt_step:97250 lr:0.0003 alpha:0.006738 +2026-02-11 09:17:37 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-17.61 total_reward_ma:-20.31 loss:-0.0008932 fps:177.4 +frame:7.90e+05 wall_t:4453 t:49375 epi:nan +opt_step:98500 lr:0.0003 alpha:0.006738 +2026-02-11 09:18:32 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-17.07 total_reward_ma:-20.27 loss:-0.01307 fps:177.4 +frame:8.00e+05 wall_t:4509 t:50000 epi:nan +opt_step:99750 lr:0.0003 alpha:0.006738 +2026-02-11 09:19:28 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-16.96 total_reward_ma:-20.23 loss:-0.07568 fps:177.4 +frame:8.10e+05 wall_t:4565 t:50625 epi:nan +opt_step:101000 lr:0.0003 alpha:0.006738 +2026-02-11 09:20:25 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-16.43 total_reward_ma:-20.18 loss:-0.1523 fps:177.4 +frame:8.20e+05 wall_t:4622 t:51250 epi:nan +opt_step:102250 lr:0.0003 alpha:0.006738 +2026-02-11 09:21:21 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-16.34 total_reward_ma:-20.13 loss:-0.2058 fps:177.4 +frame:8.30e+05 wall_t:4678 t:51875 epi:nan +opt_step:103500 lr:0.0003 alpha:0.006738 +2026-02-11 09:22:17 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-16.08 total_reward_ma:-20.08 loss:-0.2868 fps:177.4 +frame:8.40e+05 wall_t:4734 t:52500 epi:nan +opt_step:104750 lr:0.0003 alpha:0.006738 +2026-02-11 09:23:13 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-15.24 total_reward_ma:-20.02 loss:-0.3186 fps:177.5 +frame:8.50e+05 wall_t:4790 t:53125 epi:nan +opt_step:106000 lr:0.0003 alpha:0.006738 +2026-02-11 09:24:10 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-15.01 total_reward_ma:-19.97 loss:-0.352 fps:177.5 +frame:8.60e+05 wall_t:4846 t:53750 epi:nan +opt_step:107250 lr:0.0003 alpha:0.006738 +2026-02-11 09:25:05 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-14.67 total_reward_ma:-19.90 loss:-0.4583 fps:177.5 +frame:8.70e+05 wall_t:4902 t:54375 epi:nan +opt_step:108500 lr:0.0003 alpha:0.006738 +2026-02-11 09:26:01 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-14.55 total_reward_ma:-19.84 loss:-0.4909 fps:177.5 +frame:8.80e+05 wall_t:4958 t:55000 epi:nan +opt_step:109750 lr:0.0003 alpha:0.006738 +2026-02-11 09:26:57 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-14.01 total_reward_ma:-19.78 loss:-0.5007 fps:177.5 +frame:8.90e+05 wall_t:5014 t:55625 epi:nan +opt_step:111000 lr:0.0003 alpha:0.006738 +2026-02-11 09:27:53 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-13.32 total_reward_ma:-19.70 loss:-0.6596 fps:177.5 +frame:9.00e+05 wall_t:5069 t:56250 epi:nan +opt_step:112250 lr:0.0003 alpha:0.006738 +2026-02-11 09:28:49 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-12.84 total_reward_ma:-19.63 loss:-0.6996 fps:177.5 +frame:9.10e+05 wall_t:5126 t:56875 epi:nan +opt_step:113500 lr:0.0003 alpha:0.006738 +2026-02-11 09:29:44 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-12.37 total_reward_ma:-19.55 loss:-0.7568 fps:177.6 +frame:9.20e+05 wall_t:5181 t:57500 epi:nan +opt_step:114750 lr:0.0003 alpha:0.006738 +2026-02-11 09:30:40 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-11.89 total_reward_ma:-19.46 loss:-0.7749 fps:177.6 +frame:9.30e+05 wall_t:5237 t:58125 epi:nan +opt_step:116000 lr:0.0003 alpha:0.006738 +2026-02-11 09:31:36 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-11.78 total_reward_ma:-19.38 loss:-0.916 fps:177.6 +frame:9.40e+05 wall_t:5293 t:58750 epi:nan +opt_step:117250 lr:0.0003 alpha:0.006738 +2026-02-11 09:32:32 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-10.93 total_reward_ma:-19.29 loss:-0.9618 fps:177.6 +frame:9.50e+05 wall_t:5349 t:59375 epi:nan +opt_step:118500 lr:0.0003 alpha:0.006744 +2026-02-11 09:33:28 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-10.07 total_reward_ma:-19.20 loss:-0.9939 fps:177.6 +frame:9.60e+05 wall_t:5405 t:60000 epi:nan +opt_step:119750 lr:0.0003 alpha:0.006738 +2026-02-11 09:34:24 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-9.76 total_reward_ma:-19.10 loss:-1.175 fps:177.6 +frame:9.70e+05 wall_t:5461 t:60625 epi:nan +opt_step:121000 lr:0.0003 alpha:0.006738 +2026-02-11 09:35:20 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-9.34 total_reward_ma:-19.00 loss:-1.185 fps:177.6 +frame:9.80e+05 wall_t:5517 t:61250 epi:nan +opt_step:122250 lr:0.0003 alpha:0.006738 +2026-02-11 09:36:16 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-9.09 total_reward_ma:-18.90 loss:-1.179 fps:177.6 +frame:9.90e+05 wall_t:5573 t:61875 epi:nan +opt_step:123500 lr:0.0003 alpha:0.006738 +2026-02-11 09:37:12 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-8.45 total_reward_ma:-18.79 loss:-1.257 fps:177.7 +frame:1.00e+06 wall_t:5629 t:62500 epi:nan +opt_step:124750 lr:0.0003 alpha:0.006739 +2026-02-11 09:38:08 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-7.93 total_reward_ma:-18.68 loss:-1.294 fps:177.7 +frame:1.01e+06 wall_t:5685 t:63125 epi:nan +opt_step:126000 lr:0.0003 alpha:0.006738 +2026-02-11 09:39:04 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-7.65 total_reward_ma:-18.55 loss:-1.387 fps:177.7 +frame:1.02e+06 wall_t:5741 t:63750 epi:nan +opt_step:127250 lr:0.0003 alpha:0.006738 +2026-02-11 09:40:00 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-7.55 total_reward_ma:-18.43 loss:-1.394 fps:177.7 +frame:1.03e+06 wall_t:5797 t:64375 epi:nan +opt_step:128500 lr:0.0003 alpha:0.006738 +2026-02-11 09:40:55 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-7.01 total_reward_ma:-18.30 loss:-1.41 fps:177.7 +frame:1.04e+06 wall_t:5852 t:65000 epi:nan +opt_step:129750 lr:0.0003 alpha:0.006738 +2026-02-11 09:41:51 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-6.80 total_reward_ma:-18.16 loss:-1.433 fps:177.7 +frame:1.05e+06 wall_t:5908 t:65625 epi:nan +opt_step:131000 lr:0.0003 alpha:0.006738 +2026-02-11 09:42:47 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-6.42 total_reward_ma:-18.03 loss:-1.463 fps:177.7 +frame:1.06e+06 wall_t:5964 t:66250 epi:nan +opt_step:132250 lr:0.0003 alpha:0.006738 +2026-02-11 09:43:43 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-6.25 total_reward_ma:-17.89 loss:-1.573 fps:177.7 +frame:1.07e+06 wall_t:6020 t:66875 epi:nan +opt_step:133500 lr:0.0003 alpha:0.006748 +2026-02-11 09:44:39 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-6.03 total_reward_ma:-17.75 loss:-1.512 fps:177.7 +frame:1.08e+06 wall_t:6076 t:67500 epi:nan +opt_step:134750 lr:0.0003 alpha:0.006738 +2026-02-11 09:45:35 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-5.64 total_reward_ma:-17.60 loss:-1.523 fps:177.8 +frame:1.09e+06 wall_t:6132 t:68125 epi:nan +opt_step:136000 lr:0.0003 alpha:0.006738 +2026-02-11 09:46:32 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-4.85 total_reward_ma:-17.45 loss:-1.562 fps:177.8 +frame:1.10e+06 wall_t:6188 t:68750 epi:nan +opt_step:137250 lr:0.0003 alpha:0.006738 +2026-02-11 09:47:27 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-4.49 total_reward_ma:-17.29 loss:-1.687 fps:177.8 +frame:1.11e+06 wall_t:6244 t:69375 epi:nan +opt_step:138500 lr:0.0003 alpha:0.006738 +2026-02-11 09:48:22 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-4.36 total_reward_ma:-17.13 loss:-1.716 fps:177.8 +frame:1.12e+06 wall_t:6299 t:70000 epi:nan +opt_step:139750 lr:0.0003 alpha:0.006738 +2026-02-11 09:49:18 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-4.11 total_reward_ma:-16.97 loss:-1.687 fps:177.8 +frame:1.13e+06 wall_t:6355 t:70625 epi:nan +opt_step:141000 lr:0.0003 alpha:0.006738 +2026-02-11 09:50:13 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-3.88 total_reward_ma:-16.81 loss:-1.733 fps:177.8 +frame:1.14e+06 wall_t:6410 t:71250 epi:nan +opt_step:142250 lr:0.0003 alpha:0.006738 +2026-02-11 09:51:08 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-3.09 total_reward_ma:-16.64 loss:-1.661 fps:177.9 +frame:1.15e+06 wall_t:6464 t:71875 epi:nan +opt_step:143500 lr:0.0003 alpha:0.006738 +2026-02-11 09:52:03 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-2.70 total_reward_ma:-16.46 loss:-1.806 fps:177.9 +frame:1.16e+06 wall_t:6520 t:72500 epi:nan +opt_step:144750 lr:0.0003 alpha:0.006738 +2026-02-11 09:52:59 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-2.29 total_reward_ma:-16.29 loss:-1.669 fps:177.9 +frame:1.17e+06 wall_t:6576 t:73125 epi:nan +opt_step:146000 lr:0.0003 alpha:0.006738 +2026-02-11 09:53:54 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-2.25 total_reward_ma:-16.11 loss:-1.731 fps:178 +frame:1.18e+06 wall_t:6631 t:73750 epi:nan +opt_step:147250 lr:0.0003 alpha:0.006738 +2026-02-11 09:54:50 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-2.16 total_reward_ma:-15.92 loss:-1.896 fps:178 +frame:1.19e+06 wall_t:6687 t:74375 epi:nan +opt_step:148500 lr:0.0003 alpha:0.006738 +2026-02-11 09:55:46 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-1.53 total_reward_ma:-15.74 loss:-1.784 fps:178 +frame:1.20e+06 wall_t:6742 t:75000 epi:nan +opt_step:149750 lr:0.0003 alpha:0.006738 +2026-02-11 09:56:42 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-1.29 total_reward_ma:-15.54 loss:-1.942 fps:178 +frame:1.21e+06 wall_t:6799 t:75625 epi:nan +opt_step:151000 lr:0.0003 alpha:0.006738 +2026-02-11 09:57:38 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-1.11 total_reward_ma:-15.35 loss:-1.844 fps:178 +frame:1.22e+06 wall_t:6854 t:76250 epi:nan +opt_step:152250 lr:0.0003 alpha:0.006738 +2026-02-11 09:58:33 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-1.08 total_reward_ma:-15.16 loss:-1.909 fps:178 +frame:1.23e+06 wall_t:6910 t:76875 epi:nan +opt_step:153500 lr:0.0003 alpha:0.006738 +2026-02-11 09:59:29 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-0.91 total_reward_ma:-14.96 loss:-1.845 fps:178 +frame:1.24e+06 wall_t:6966 t:77500 epi:nan +opt_step:154750 lr:0.0003 alpha:0.006738 +2026-02-11 10:00:26 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-0.65 total_reward_ma:-14.76 loss:-1.922 fps:178 +frame:1.25e+06 wall_t:7022 t:78125 epi:nan +opt_step:156000 lr:0.0003 alpha:0.006738 +2026-02-11 10:01:22 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-0.50 total_reward_ma:-14.56 loss:-1.867 fps:178 +frame:1.26e+06 wall_t:7079 t:78750 epi:nan +opt_step:157250 lr:0.0003 alpha:0.006738 +2026-02-11 10:02:18 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-0.38 total_reward_ma:-14.36 loss:-1.906 fps:178 +frame:1.27e+06 wall_t:7134 t:79375 epi:nan +opt_step:158500 lr:0.0003 alpha:0.006738 +2026-02-11 10:03:14 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-0.29 total_reward_ma:-14.16 loss:-1.993 fps:178 +frame:1.28e+06 wall_t:7190 t:80000 epi:nan +opt_step:159750 lr:0.0003 alpha:0.006738 +2026-02-11 10:04:09 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-0.18 total_reward_ma:-13.95 loss:-1.93 fps:178 +frame:1.29e+06 wall_t:7246 t:80625 epi:nan +opt_step:161000 lr:0.0003 alpha:0.006738 +2026-02-11 10:05:05 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:0.09 total_reward_ma:-13.74 loss:-1.938 fps:178 +frame:1.30e+06 wall_t:7302 t:81250 epi:nan +opt_step:162250 lr:0.0003 alpha:0.006738 +2026-02-11 10:06:02 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:0.16 total_reward_ma:-13.53 loss:-1.859 fps:178 +frame:1.31e+06 wall_t:7359 t:81875 epi:nan +opt_step:163500 lr:0.0003 alpha:0.006738 +2026-02-11 10:06:58 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:0.34 total_reward_ma:-13.32 loss:-1.938 fps:178 +frame:1.32e+06 wall_t:7414 t:82500 epi:nan +opt_step:164750 lr:0.0003 alpha:0.006738 +2026-02-11 10:07:54 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:0.51 total_reward_ma:-13.10 loss:-1.962 fps:178 +frame:1.33e+06 wall_t:7471 t:83125 epi:nan +opt_step:166000 lr:0.0003 alpha:0.006738 +2026-02-11 10:08:50 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:0.81 total_reward_ma:-12.88 loss:-2.006 fps:178 +frame:1.34e+06 wall_t:7527 t:83750 epi:nan +opt_step:167250 lr:0.0003 alpha:0.006738 +2026-02-11 10:09:46 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:1.20 total_reward_ma:-12.66 loss:-1.996 fps:178 +frame:1.35e+06 wall_t:7583 t:84375 epi:nan +opt_step:168500 lr:0.0003 alpha:0.006738 +2026-02-11 10:10:42 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:1.58 total_reward_ma:-12.43 loss:-1.986 fps:178.1 +frame:1.36e+06 wall_t:7638 t:85000 epi:nan +opt_step:169750 lr:0.0003 alpha:0.006738 +2026-02-11 10:11:38 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:1.83 total_reward_ma:-12.21 loss:-1.941 fps:178.1 +frame:1.37e+06 wall_t:7694 t:85625 epi:nan +opt_step:171000 lr:0.0003 alpha:0.006738 +2026-02-11 10:12:33 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:2.17 total_reward_ma:-11.97 loss:-1.893 fps:178.1 +frame:1.38e+06 wall_t:7750 t:86250 epi:nan +opt_step:172250 lr:0.0003 alpha:0.006738 +2026-02-11 10:13:29 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:2.37 total_reward_ma:-11.74 loss:-1.99 fps:178.1 +frame:1.39e+06 wall_t:7806 t:86875 epi:nan +opt_step:173500 lr:0.0003 alpha:0.006738 +2026-02-11 10:14:25 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:2.47 total_reward_ma:-11.51 loss:-1.963 fps:178.1 +frame:1.40e+06 wall_t:7861 t:87500 epi:nan +opt_step:174750 lr:0.0003 alpha:0.006738 +2026-02-11 10:15:21 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:2.83 total_reward_ma:-11.27 loss:-1.973 fps:178.1 +frame:1.41e+06 wall_t:7918 t:88125 epi:nan +opt_step:176000 lr:0.0003 alpha:0.006738 +2026-02-11 10:16:18 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:3.17 total_reward_ma:-11.03 loss:-1.961 fps:178.1 +frame:1.42e+06 wall_t:7974 t:88750 epi:nan +opt_step:177250 lr:0.0003 alpha:0.006738 +2026-02-11 10:17:14 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:3.69 total_reward_ma:-10.79 loss:-2.03 fps:178.1 +frame:1.43e+06 wall_t:8031 t:89375 epi:nan +opt_step:178500 lr:0.0003 alpha:0.006738 +2026-02-11 10:18:10 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:3.78 total_reward_ma:-10.54 loss:-2.026 fps:178.1 +frame:1.44e+06 wall_t:8087 t:90000 epi:nan +opt_step:179750 lr:0.0003 alpha:0.006738 +2026-02-11 10:19:05 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:3.96 total_reward_ma:-10.29 loss:-2.028 fps:178.1 +frame:1.45e+06 wall_t:8142 t:90625 epi:nan +opt_step:181000 lr:0.0003 alpha:0.006738 +2026-02-11 10:20:01 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:4.28 total_reward_ma:-10.05 loss:-1.956 fps:178.1 +frame:1.46e+06 wall_t:8198 t:91250 epi:nan +opt_step:182250 lr:0.0003 alpha:0.006738 +2026-02-11 10:20:57 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:5.00 total_reward_ma:-9.79 loss:-2.025 fps:178.1 +frame:1.47e+06 wall_t:8254 t:91875 epi:nan +opt_step:183500 lr:0.0003 alpha:0.006738 +2026-02-11 10:21:52 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:5.30 total_reward_ma:-9.53 loss:-1.936 fps:178.1 +frame:1.48e+06 wall_t:8309 t:92500 epi:nan +opt_step:184750 lr:0.0003 alpha:0.006738 +2026-02-11 10:22:49 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:6.11 total_reward_ma:-9.26 loss:-1.924 fps:178.1 +frame:1.49e+06 wall_t:8366 t:93125 epi:nan +opt_step:186000 lr:0.0003 alpha:0.006738 +2026-02-11 10:23:45 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:6.91 total_reward_ma:-8.99 loss:-1.997 fps:178.1 +frame:1.50e+06 wall_t:8422 t:93750 epi:nan +opt_step:187250 lr:0.0003 alpha:0.006738 +2026-02-11 10:24:41 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:7.54 total_reward_ma:-8.71 loss:-2.035 fps:178.1 +frame:1.51e+06 wall_t:8478 t:94375 epi:nan +opt_step:188500 lr:0.0003 alpha:0.006738 +2026-02-11 10:25:37 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:8.09 total_reward_ma:-8.42 loss:-2.007 fps:178.1 +frame:1.52e+06 wall_t:8534 t:95000 epi:nan +opt_step:189750 lr:0.0003 alpha:0.006738 +2026-02-11 10:26:33 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:8.79 total_reward_ma:-8.13 loss:-2.06 fps:178.1 +frame:1.53e+06 wall_t:8590 t:95625 epi:nan +opt_step:191000 lr:0.0003 alpha:0.006738 +2026-02-11 10:27:30 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:9.70 total_reward_ma:-7.82 loss:-2.139 fps:178.1 +frame:1.54e+06 wall_t:8646 t:96250 epi:nan +opt_step:192250 lr:0.0003 alpha:0.006738 +2026-02-11 10:28:26 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:10.18 total_reward_ma:-7.52 loss:-2.082 fps:178.1 +frame:1.55e+06 wall_t:8703 t:96875 epi:nan +opt_step:193500 lr:0.0003 alpha:0.006738 +2026-02-11 10:29:24 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:11.07 total_reward_ma:-7.20 loss:-2.122 fps:178.1 +frame:1.56e+06 wall_t:8760 t:97500 epi:nan +opt_step:194750 lr:0.0003 alpha:0.006738 +2026-02-11 10:30:20 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:11.65 total_reward_ma:-6.88 loss:-2.115 fps:178.1 +frame:1.57e+06 wall_t:8817 t:98125 epi:nan +opt_step:196000 lr:0.0003 alpha:0.006738 +2026-02-11 10:31:17 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:11.91 total_reward_ma:-6.56 loss:-2.058 fps:178 +frame:1.58e+06 wall_t:8874 t:98750 epi:nan +opt_step:197250 lr:0.0003 alpha:0.006738 +2026-02-11 10:32:14 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:12.59 total_reward_ma:-6.23 loss:-2.149 fps:178 +frame:1.59e+06 wall_t:8931 t:99375 epi:nan +opt_step:198500 lr:0.0003 alpha:0.006738 +2026-02-11 10:33:11 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:12.85 total_reward_ma:-5.90 loss:-2.149 fps:178 +frame:1.60e+06 wall_t:8987 t:100000 epi:nan +opt_step:199750 lr:0.0003 alpha:0.006738 +2026-02-11 10:34:07 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:13.08 total_reward_ma:-5.57 loss:-2.168 fps:178 +frame:1.61e+06 wall_t:9044 t:100625 epi:nan +opt_step:201000 lr:0.0003 alpha:0.006738 +2026-02-11 10:35:05 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:13.72 total_reward_ma:-5.23 loss:-2.167 fps:178 +frame:1.62e+06 wall_t:9102 t:101250 epi:nan +opt_step:202250 lr:0.0003 alpha:0.006738 +2026-02-11 10:36:01 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:14.04 total_reward_ma:-4.88 loss:-2.14 fps:178 +frame:1.63e+06 wall_t:9158 t:101875 epi:nan +opt_step:203500 lr:0.0003 alpha:0.006738 +2026-02-11 10:36:57 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:14.33 total_reward_ma:-4.54 loss:-2.155 fps:178 +frame:1.64e+06 wall_t:9214 t:102500 epi:nan +opt_step:204750 lr:0.0003 alpha:0.006738 +2026-02-11 10:37:53 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:14.77 total_reward_ma:-4.19 loss:-2.2 fps:178 +frame:1.65e+06 wall_t:9270 t:103125 epi:nan +opt_step:206000 lr:0.0003 alpha:0.006738 +2026-02-11 10:38:50 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:14.98 total_reward_ma:-3.84 loss:-2.192 fps:178 +frame:1.66e+06 wall_t:9327 t:103750 epi:nan +opt_step:207250 lr:0.0003 alpha:0.006738 +2026-02-11 10:39:46 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:15.27 total_reward_ma:-3.48 loss:-2.182 fps:178 +frame:1.67e+06 wall_t:9383 t:104375 epi:nan +opt_step:208500 lr:0.0003 alpha:0.006738 +2026-02-11 10:40:43 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:15.56 total_reward_ma:-3.12 loss:-2.209 fps:178 +frame:1.68e+06 wall_t:9440 t:105000 epi:nan +opt_step:209750 lr:0.0003 alpha:0.006738 +2026-02-11 10:41:39 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:15.72 total_reward_ma:-2.76 loss:-2.219 fps:178 +frame:1.69e+06 wall_t:9496 t:105625 epi:nan +opt_step:211000 lr:0.0003 alpha:0.006738 +2026-02-11 10:42:36 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:15.81 total_reward_ma:-2.40 loss:-2.289 fps:178 +frame:1.70e+06 wall_t:9552 t:106250 epi:nan +opt_step:212250 lr:0.0003 alpha:0.006738 +2026-02-11 10:43:33 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:15.73 total_reward_ma:-2.05 loss:-2.245 fps:177.9 +frame:1.71e+06 wall_t:9610 t:106875 epi:nan +opt_step:213500 lr:0.0003 alpha:0.006738 +2026-02-11 10:44:29 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:15.72 total_reward_ma:-1.69 loss:-2.257 fps:177.9 +frame:1.72e+06 wall_t:9666 t:107500 epi:nan +opt_step:214750 lr:0.0003 alpha:0.006738 +2026-02-11 10:45:25 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:15.77 total_reward_ma:-1.33 loss:-2.295 fps:177.9 +frame:1.73e+06 wall_t:9722 t:108125 epi:nan +opt_step:216000 lr:0.0003 alpha:0.006738 +2026-02-11 10:46:21 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:15.89 total_reward_ma:-0.98 loss:-2.264 fps:178 +frame:1.74e+06 wall_t:9778 t:108750 epi:nan +opt_step:217250 lr:0.0003 alpha:0.006738 +2026-02-11 10:47:17 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:15.86 total_reward_ma:-0.63 loss:-2.317 fps:178 +frame:1.75e+06 wall_t:9834 t:109375 epi:nan +opt_step:218500 lr:0.0003 alpha:0.006738 +2026-02-11 10:48:13 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:15.71 total_reward_ma:-0.29 loss:-2.261 fps:178 +frame:1.76e+06 wall_t:9890 t:110000 epi:nan +opt_step:219750 lr:0.0003 alpha:0.006738 +2026-02-11 10:49:09 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:15.69 total_reward_ma:0.06 loss:-2.237 fps:178 +frame:1.77e+06 wall_t:9946 t:110625 epi:nan +opt_step:221000 lr:0.0003 alpha:0.006738 +2026-02-11 10:50:04 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:15.81 total_reward_ma:0.39 loss:-2.333 fps:178 +frame:1.78e+06 wall_t:10001 t:111250 epi:nan +opt_step:222250 lr:0.0003 alpha:0.006738 +2026-02-11 10:51:00 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:15.70 total_reward_ma:0.73 loss:-2.291 fps:178 +frame:1.79e+06 wall_t:10057 t:111875 epi:nan +opt_step:223500 lr:0.0003 alpha:0.006738 +2026-02-11 10:51:56 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:15.67 total_reward_ma:1.05 loss:-2.276 fps:178 +frame:1.80e+06 wall_t:10113 t:112500 epi:nan +opt_step:224750 lr:0.0003 alpha:0.006738 +2026-02-11 10:52:53 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:15.81 total_reward_ma:1.38 loss:-2.36 fps:178 +frame:1.81e+06 wall_t:10170 t:113125 epi:nan +opt_step:226000 lr:0.0003 alpha:0.006738 +2026-02-11 10:53:49 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:15.90 total_reward_ma:1.70 loss:-2.34 fps:178 +frame:1.82e+06 wall_t:10226 t:113750 epi:nan +opt_step:227250 lr:0.0003 alpha:0.006738 +2026-02-11 10:54:45 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:15.73 total_reward_ma:2.02 loss:-2.403 fps:178 +frame:1.83e+06 wall_t:10282 t:114375 epi:nan +opt_step:228500 lr:0.0003 alpha:0.006738 +2026-02-11 10:55:42 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:15.89 total_reward_ma:2.34 loss:-2.393 fps:178 +frame:1.84e+06 wall_t:10339 t:115000 epi:nan +opt_step:229750 lr:0.0003 alpha:0.006738 +2026-02-11 10:56:37 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:15.97 total_reward_ma:2.66 loss:-2.385 fps:178 +frame:1.85e+06 wall_t:10394 t:115625 epi:nan +opt_step:231000 lr:0.0003 alpha:0.006738 +2026-02-11 10:57:32 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:15.96 total_reward_ma:2.97 loss:-2.428 fps:178 +frame:1.86e+06 wall_t:10449 t:116250 epi:nan +opt_step:232250 lr:0.0003 alpha:0.006738 +2026-02-11 10:58:28 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:16.12 total_reward_ma:3.27 loss:-2.348 fps:178 +frame:1.87e+06 wall_t:10505 t:116875 epi:nan +opt_step:233500 lr:0.0003 alpha:0.006738 +2026-02-11 10:59:23 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:16.09 total_reward_ma:3.58 loss:-2.363 fps:178 +frame:1.88e+06 wall_t:10560 t:117500 epi:nan +opt_step:234750 lr:0.0003 alpha:0.006738 +2026-02-11 11:00:20 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:16.08 total_reward_ma:3.88 loss:-2.399 fps:178 +frame:1.89e+06 wall_t:10617 t:118125 epi:nan +opt_step:236000 lr:0.0003 alpha:0.006738 +2026-02-11 11:01:16 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:16.13 total_reward_ma:4.18 loss:-2.391 fps:178 +frame:1.90e+06 wall_t:10673 t:118750 epi:nan +opt_step:237250 lr:0.0003 alpha:0.006738 +2026-02-11 11:02:13 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:16.11 total_reward_ma:4.46 loss:-2.337 fps:178 +frame:1.91e+06 wall_t:10729 t:119375 epi:nan +opt_step:238500 lr:0.0003 alpha:0.006738 +2026-02-11 11:03:08 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:16.08 total_reward_ma:4.75 loss:-2.355 fps:178 +frame:1.92e+06 wall_t:10784 t:120000 epi:nan +opt_step:239750 lr:0.0003 alpha:0.006738 +2026-02-11 11:04:04 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:16.12 total_reward_ma:5.03 loss:-2.341 fps:178 +frame:1.93e+06 wall_t:10840 t:120625 epi:nan +opt_step:241000 lr:0.0003 alpha:0.006738 +2026-02-11 11:04:59 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:16.15 total_reward_ma:5.31 loss:-2.335 fps:178 +frame:1.94e+06 wall_t:10896 t:121250 epi:nan +opt_step:242250 lr:0.0003 alpha:0.006738 +2026-02-11 11:05:54 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:16.01 total_reward_ma:5.58 loss:-2.416 fps:178.1 +frame:1.95e+06 wall_t:10951 t:121875 epi:nan +opt_step:243500 lr:0.0003 alpha:0.006738 +2026-02-11 11:06:48 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:15.98 total_reward_ma:5.84 loss:-2.389 fps:178.1 +frame:1.96e+06 wall_t:11005 t:122500 epi:nan +opt_step:244750 lr:0.0003 alpha:0.006738 +2026-02-11 11:07:43 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:16.04 total_reward_ma:6.10 loss:-2.391 fps:178.1 +frame:1.97e+06 wall_t:11059 t:123125 epi:nan +opt_step:246000 lr:0.0003 alpha:0.006738 +2026-02-11 11:08:38 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:15.82 total_reward_ma:6.35 loss:-2.356 fps:178.1 +frame:1.98e+06 wall_t:11115 t:123750 epi:nan +opt_step:247250 lr:0.0003 alpha:0.006738 +2026-02-11 11:09:34 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:15.93 total_reward_ma:6.60 loss:-2.428 fps:178.1 +frame:1.99e+06 wall_t:11171 t:124375 epi:nan +opt_step:248500 lr:0.0003 alpha:0.006738 +2026-02-11 11:10:21 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:16.00 total_reward_ma:6.84 loss:-2.344 fps:178.3 +frame:2.00e+06 wall_t:11218 t:125000 epi:nan +opt_step:249750 lr:0.0003 alpha:0.006738 +2026-02-11 11:10:22 | INFO | PID:1370 | slm_lab.lib.logger:info | Session 1 done diff --git a/data/sac_atari_pong_2026_02_11_080315/log/sac_atari_pong_t0_s2.log b/data/sac_atari_pong_2026_02_11_080315/log/sac_atari_pong_t0_s2.log new file mode 100644 index 0000000000000000000000000000000000000000..2d7f57ff4b3db370fe82d8976796433e12280ce5 --- /dev/null +++ b/data/sac_atari_pong_2026_02_11_080315/log/sac_atari_pong_t0_s2.log @@ -0,0 +1,802 @@ +2026-02-11 08:03:20 | INFO | PID:1371 | slm_lab.env:_make_vector_env | AtariVectorEnv: 16 envs, native preprocessing +2026-02-11 08:04:47 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:nan total_reward_ma:nan loss:-9.535 fps:119 +frame:1.00e+04 wall_t:84 t:625 epi:nan +opt_step:1000 lr:0.0003 alpha:0.7532 +2026-02-11 08:05:40 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-20.44 total_reward_ma:-20.44 loss:-15.11 fps:146 +frame:2.00e+04 wall_t:137 t:1250 epi:nan +opt_step:2250 lr:0.0003 alpha:0.5493 +2026-02-11 08:06:35 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-20.56 total_reward_ma:-20.50 loss:-18.29 fps:157.1 +frame:3.00e+04 wall_t:191 t:1875 epi:nan +opt_step:3500 lr:0.0003 alpha:0.4092 +2026-02-11 08:07:31 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-20.50 total_reward_ma:-20.50 loss:-20.13 fps:161.3 +frame:4.00e+04 wall_t:248 t:2500 epi:nan +opt_step:4750 lr:0.0003 alpha:0.3081 +2026-02-11 08:08:27 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-20.54 total_reward_ma:-20.51 loss:-21.74 fps:165 +frame:5.00e+04 wall_t:303 t:3125 epi:nan +opt_step:6000 lr:0.0003 alpha:0.2331 +2026-02-11 08:09:22 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-20.33 total_reward_ma:-20.47 loss:-21.97 fps:167.1 +frame:6.00e+04 wall_t:359 t:3750 epi:nan +opt_step:7250 lr:0.0003 alpha:0.1769 +2026-02-11 08:10:19 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-20.31 total_reward_ma:-20.45 loss:-21.83 fps:168.7 +frame:7.00e+04 wall_t:415 t:4375 epi:nan +opt_step:8500 lr:0.0003 alpha:0.1344 +2026-02-11 08:11:14 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-20.27 total_reward_ma:-20.42 loss:-21.91 fps:169.9 +frame:8.00e+04 wall_t:471 t:5000 epi:nan +opt_step:9750 lr:0.0003 alpha:0.1023 +2026-02-11 08:12:09 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-20.26 total_reward_ma:-20.40 loss:-21.18 fps:171.1 +frame:9.00e+04 wall_t:526 t:5625 epi:nan +opt_step:11000 lr:0.0003 alpha:0.07786 +2026-02-11 08:13:05 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-20.27 total_reward_ma:-20.39 loss:-20.27 fps:171.8 +frame:1.00e+05 wall_t:582 t:6250 epi:nan +opt_step:12250 lr:0.0003 alpha:0.05933 +2026-02-11 08:14:01 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-20.18 total_reward_ma:-20.37 loss:-19.8 fps:172.4 +frame:1.10e+05 wall_t:638 t:6875 epi:nan +opt_step:13500 lr:0.0003 alpha:0.04525 +2026-02-11 08:14:57 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-20.19 total_reward_ma:-20.35 loss:-18.73 fps:172.9 +frame:1.20e+05 wall_t:694 t:7500 epi:nan +opt_step:14750 lr:0.0003 alpha:0.03455 +2026-02-11 08:15:53 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-20.17 total_reward_ma:-20.33 loss:-17.65 fps:173.3 +frame:1.30e+05 wall_t:750 t:8125 epi:nan +opt_step:16000 lr:0.0003 alpha:0.0264 +2026-02-11 08:16:49 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-20.12 total_reward_ma:-20.32 loss:-16.78 fps:173.9 +frame:1.40e+05 wall_t:805 t:8750 epi:nan +opt_step:17250 lr:0.0003 alpha:0.0202 +2026-02-11 08:17:44 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-20.18 total_reward_ma:-20.31 loss:-15.77 fps:174.2 +frame:1.50e+05 wall_t:861 t:9375 epi:nan +opt_step:18500 lr:0.0003 alpha:0.01546 +2026-02-11 08:18:41 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-20.20 total_reward_ma:-20.30 loss:-14.8 fps:174.3 +frame:1.60e+05 wall_t:918 t:10000 epi:nan +opt_step:19750 lr:0.0003 alpha:0.01185 +2026-02-11 08:19:37 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-20.21 total_reward_ma:-20.30 loss:-14.07 fps:174.5 +frame:1.70e+05 wall_t:974 t:10625 epi:nan +opt_step:21000 lr:0.0003 alpha:0.009095 +2026-02-11 08:20:34 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-20.26 total_reward_ma:-20.29 loss:-13.14 fps:174.6 +frame:1.80e+05 wall_t:1031 t:11250 epi:nan +opt_step:22250 lr:0.0003 alpha:0.006989 +2026-02-11 08:21:30 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-20.27 total_reward_ma:-20.29 loss:-12.18 fps:174.8 +frame:1.90e+05 wall_t:1087 t:11875 epi:nan +opt_step:23500 lr:0.0003 alpha:0.006738 +2026-02-11 08:22:27 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-20.29 total_reward_ma:-20.29 loss:-11.63 fps:174.8 +frame:2.00e+05 wall_t:1144 t:12500 epi:nan +opt_step:24750 lr:0.0003 alpha:0.006738 +2026-02-11 08:23:23 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-20.21 total_reward_ma:-20.29 loss:-10.85 fps:175.1 +frame:2.10e+05 wall_t:1199 t:13125 epi:nan +opt_step:26000 lr:0.0003 alpha:0.006738 +2026-02-11 08:24:18 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-20.23 total_reward_ma:-20.28 loss:-10.05 fps:175.3 +frame:2.20e+05 wall_t:1255 t:13750 epi:nan +opt_step:27250 lr:0.0003 alpha:0.006738 +2026-02-11 08:25:14 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-20.21 total_reward_ma:-20.28 loss:-9.385 fps:175.6 +frame:2.30e+05 wall_t:1310 t:14375 epi:nan +opt_step:28500 lr:0.0003 alpha:0.006738 +2026-02-11 08:26:09 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-20.22 total_reward_ma:-20.28 loss:-8.874 fps:175.7 +frame:2.40e+05 wall_t:1366 t:15000 epi:nan +opt_step:29750 lr:0.0003 alpha:0.006738 +2026-02-11 08:27:05 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-20.29 total_reward_ma:-20.28 loss:-8.258 fps:175.8 +frame:2.50e+05 wall_t:1422 t:15625 epi:nan +opt_step:31000 lr:0.0003 alpha:0.006738 +2026-02-11 08:28:02 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-20.36 total_reward_ma:-20.28 loss:-7.573 fps:175.9 +frame:2.60e+05 wall_t:1478 t:16250 epi:nan +opt_step:32250 lr:0.0003 alpha:0.006738 +2026-02-11 08:28:58 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-20.41 total_reward_ma:-20.29 loss:-6.902 fps:175.9 +frame:2.70e+05 wall_t:1535 t:16875 epi:nan +opt_step:33500 lr:0.0003 alpha:0.006738 +2026-02-11 08:29:54 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-20.51 total_reward_ma:-20.30 loss:-6.37 fps:176 +frame:2.80e+05 wall_t:1591 t:17500 epi:nan +opt_step:34750 lr:0.0003 alpha:0.006738 +2026-02-11 08:30:50 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-20.59 total_reward_ma:-20.31 loss:-5.896 fps:176.1 +frame:2.90e+05 wall_t:1647 t:18125 epi:nan +opt_step:36000 lr:0.0003 alpha:0.006738 +2026-02-11 08:31:46 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-20.62 total_reward_ma:-20.32 loss:-5.426 fps:176.2 +frame:3.00e+05 wall_t:1703 t:18750 epi:nan +opt_step:37250 lr:0.0003 alpha:0.006738 +2026-02-11 08:32:42 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-20.71 total_reward_ma:-20.33 loss:-4.957 fps:176.3 +frame:3.10e+05 wall_t:1758 t:19375 epi:nan +opt_step:38500 lr:0.0003 alpha:0.006738 +2026-02-11 08:33:37 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-20.68 total_reward_ma:-20.34 loss:-4.56 fps:176.4 +frame:3.20e+05 wall_t:1814 t:20000 epi:nan +opt_step:39750 lr:0.0003 alpha:0.006738 +2026-02-11 08:34:33 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-20.72 total_reward_ma:-20.35 loss:-4.126 fps:176.5 +frame:3.30e+05 wall_t:1870 t:20625 epi:nan +opt_step:41000 lr:0.0003 alpha:0.0107 +2026-02-11 08:35:30 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-20.73 total_reward_ma:-20.36 loss:-3.927 fps:176.5 +frame:3.40e+05 wall_t:1926 t:21250 epi:nan +opt_step:42250 lr:0.0003 alpha:0.0182 +2026-02-11 08:36:26 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-20.75 total_reward_ma:-20.38 loss:-3.662 fps:176.5 +frame:3.50e+05 wall_t:1983 t:21875 epi:nan +opt_step:43500 lr:0.0003 alpha:0.03056 +2026-02-11 08:37:22 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-20.76 total_reward_ma:-20.39 loss:-3.567 fps:176.6 +frame:3.60e+05 wall_t:2038 t:22500 epi:nan +opt_step:44750 lr:0.0003 alpha:0.03504 +2026-02-11 08:38:17 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-20.77 total_reward_ma:-20.40 loss:-3.573 fps:176.7 +frame:3.70e+05 wall_t:2094 t:23125 epi:nan +opt_step:46000 lr:0.0003 alpha:0.02632 +2026-02-11 08:39:13 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-20.75 total_reward_ma:-20.41 loss:-3.384 fps:176.8 +frame:3.80e+05 wall_t:2149 t:23750 epi:nan +opt_step:47250 lr:0.0003 alpha:0.02 +2026-02-11 08:40:09 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-20.73 total_reward_ma:-20.42 loss:-3.185 fps:176.8 +frame:3.90e+05 wall_t:2206 t:24375 epi:nan +opt_step:48500 lr:0.0003 alpha:0.01526 +2026-02-11 08:41:05 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-20.70 total_reward_ma:-20.42 loss:-2.931 fps:176.9 +frame:4.00e+05 wall_t:2261 t:25000 epi:nan +opt_step:49750 lr:0.0003 alpha:0.01172 +2026-02-11 08:42:00 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-20.68 total_reward_ma:-20.43 loss:-2.819 fps:177 +frame:4.10e+05 wall_t:2317 t:25625 epi:nan +opt_step:51000 lr:0.0003 alpha:0.009051 +2026-02-11 08:42:55 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-20.68 total_reward_ma:-20.44 loss:-2.475 fps:177.1 +frame:4.20e+05 wall_t:2372 t:26250 epi:nan +opt_step:52250 lr:0.0003 alpha:0.006976 +2026-02-11 08:43:51 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-20.62 total_reward_ma:-20.44 loss:-2.252 fps:177.1 +frame:4.30e+05 wall_t:2428 t:26875 epi:nan +opt_step:53500 lr:0.0003 alpha:0.006738 +2026-02-11 08:44:48 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-20.43 total_reward_ma:-20.44 loss:-2.126 fps:177.1 +frame:4.40e+05 wall_t:2484 t:27500 epi:nan +opt_step:54750 lr:0.0003 alpha:0.006738 +2026-02-11 08:45:43 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-20.35 total_reward_ma:-20.44 loss:-1.96 fps:177.2 +frame:4.50e+05 wall_t:2539 t:28125 epi:nan +opt_step:56000 lr:0.0003 alpha:0.006738 +2026-02-11 08:46:39 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-20.28 total_reward_ma:-20.43 loss:-1.772 fps:177.3 +frame:4.60e+05 wall_t:2595 t:28750 epi:nan +opt_step:57250 lr:0.0003 alpha:0.006738 +2026-02-11 08:47:35 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-20.29 total_reward_ma:-20.43 loss:-1.574 fps:177.3 +frame:4.70e+05 wall_t:2651 t:29375 epi:nan +opt_step:58500 lr:0.0003 alpha:0.006738 +2026-02-11 08:48:30 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-20.22 total_reward_ma:-20.43 loss:-1.405 fps:177.3 +frame:4.80e+05 wall_t:2707 t:30000 epi:nan +opt_step:59750 lr:0.0003 alpha:0.006738 +2026-02-11 08:49:25 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-20.22 total_reward_ma:-20.42 loss:-1.257 fps:177.4 +frame:4.90e+05 wall_t:2762 t:30625 epi:nan +opt_step:61000 lr:0.0003 alpha:0.006738 +2026-02-11 08:50:21 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-20.27 total_reward_ma:-20.42 loss:-1.118 fps:177.4 +frame:5.00e+05 wall_t:2818 t:31250 epi:nan +opt_step:62250 lr:0.0003 alpha:0.006738 +2026-02-11 08:51:16 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-20.21 total_reward_ma:-20.41 loss:-0.9712 fps:177.5 +frame:5.10e+05 wall_t:2873 t:31875 epi:nan +opt_step:63500 lr:0.0003 alpha:0.006738 +2026-02-11 08:52:12 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-20.21 total_reward_ma:-20.41 loss:-0.8015 fps:177.5 +frame:5.20e+05 wall_t:2929 t:32500 epi:nan +opt_step:64750 lr:0.0003 alpha:0.006738 +2026-02-11 08:53:08 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-20.34 total_reward_ma:-20.41 loss:-0.6594 fps:177.6 +frame:5.30e+05 wall_t:2985 t:33125 epi:nan +opt_step:66000 lr:0.0003 alpha:0.006738 +2026-02-11 08:54:04 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-20.43 total_reward_ma:-20.41 loss:-0.5656 fps:177.6 +frame:5.40e+05 wall_t:3040 t:33750 epi:nan +opt_step:67250 lr:0.0003 alpha:0.006738 +2026-02-11 08:55:00 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-20.39 total_reward_ma:-20.41 loss:-0.4552 fps:177.6 +frame:5.50e+05 wall_t:3096 t:34375 epi:nan +opt_step:68500 lr:0.0003 alpha:0.006738 +2026-02-11 08:55:56 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-20.39 total_reward_ma:-20.41 loss:-0.2234 fps:177.7 +frame:5.60e+05 wall_t:3152 t:35000 epi:nan +opt_step:69750 lr:0.0003 alpha:0.006738 +2026-02-11 08:56:51 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-20.48 total_reward_ma:-20.41 loss:-0.1279 fps:177.7 +frame:5.70e+05 wall_t:3208 t:35625 epi:nan +opt_step:71000 lr:0.0003 alpha:0.006738 +2026-02-11 08:57:47 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-20.50 total_reward_ma:-20.41 loss:0.004731 fps:177.8 +frame:5.80e+05 wall_t:3263 t:36250 epi:nan +opt_step:72250 lr:0.0003 alpha:0.006738 +2026-02-11 08:58:43 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-20.48 total_reward_ma:-20.41 loss:0.179 fps:177.7 +frame:5.90e+05 wall_t:3320 t:36875 epi:nan +opt_step:73500 lr:0.0003 alpha:0.006738 +2026-02-11 08:59:38 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-20.50 total_reward_ma:-20.41 loss:0.1566 fps:177.8 +frame:6.00e+05 wall_t:3375 t:37500 epi:nan +opt_step:74750 lr:0.0003 alpha:0.006738 +2026-02-11 09:00:34 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-20.47 total_reward_ma:-20.42 loss:0.2174 fps:177.8 +frame:6.10e+05 wall_t:3430 t:38125 epi:nan +opt_step:76000 lr:0.0003 alpha:0.006738 +2026-02-11 09:01:30 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-20.46 total_reward_ma:-20.42 loss:0.2758 fps:177.9 +frame:6.20e+05 wall_t:3486 t:38750 epi:nan +opt_step:77250 lr:0.0003 alpha:0.006738 +2026-02-11 09:02:25 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-20.43 total_reward_ma:-20.42 loss:0.3159 fps:177.9 +frame:6.30e+05 wall_t:3542 t:39375 epi:nan +opt_step:78500 lr:0.0003 alpha:0.006738 +2026-02-11 09:03:23 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-20.45 total_reward_ma:-20.42 loss:0.432 fps:177.8 +frame:6.40e+05 wall_t:3599 t:40000 epi:nan +opt_step:79750 lr:0.0003 alpha:0.006738 +2026-02-11 09:04:18 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-20.46 total_reward_ma:-20.42 loss:0.4441 fps:177.8 +frame:6.50e+05 wall_t:3655 t:40625 epi:nan +opt_step:81000 lr:0.0003 alpha:0.006738 +2026-02-11 09:05:14 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-20.39 total_reward_ma:-20.42 loss:0.4602 fps:177.8 +frame:6.60e+05 wall_t:3711 t:41250 epi:nan +opt_step:82250 lr:0.0003 alpha:0.006738 +2026-02-11 09:06:11 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-20.29 total_reward_ma:-20.42 loss:0.4719 fps:177.8 +frame:6.70e+05 wall_t:3768 t:41875 epi:nan +opt_step:83500 lr:0.0003 alpha:0.006846 +2026-02-11 09:07:07 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-20.30 total_reward_ma:-20.41 loss:0.4154 fps:177.8 +frame:6.80e+05 wall_t:3824 t:42500 epi:nan +opt_step:84750 lr:0.0003 alpha:0.00744 +2026-02-11 09:08:03 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-20.25 total_reward_ma:-20.41 loss:0.3339 fps:177.9 +frame:6.90e+05 wall_t:3879 t:43125 epi:nan +opt_step:86000 lr:0.0003 alpha:0.006738 +2026-02-11 09:08:58 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-20.11 total_reward_ma:-20.41 loss:0.3451 fps:177.9 +frame:7.00e+05 wall_t:3935 t:43750 epi:nan +opt_step:87250 lr:0.0003 alpha:0.006738 +2026-02-11 09:09:54 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-19.90 total_reward_ma:-20.40 loss:0.2276 fps:177.9 +frame:7.10e+05 wall_t:3990 t:44375 epi:nan +opt_step:88500 lr:0.0003 alpha:0.006738 +2026-02-11 09:10:49 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-19.59 total_reward_ma:-20.39 loss:0.2556 fps:178 +frame:7.20e+05 wall_t:4046 t:45000 epi:nan +opt_step:89750 lr:0.0003 alpha:0.006738 +2026-02-11 09:11:46 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-19.25 total_reward_ma:-20.37 loss:0.1564 fps:178 +frame:7.30e+05 wall_t:4102 t:45625 epi:nan +opt_step:91000 lr:0.0003 alpha:0.006738 +2026-02-11 09:12:41 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-19.15 total_reward_ma:-20.36 loss:0.1678 fps:178 +frame:7.40e+05 wall_t:4157 t:46250 epi:nan +opt_step:92250 lr:0.0003 alpha:0.006738 +2026-02-11 09:13:36 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-18.75 total_reward_ma:-20.33 loss:0.06711 fps:178.1 +frame:7.50e+05 wall_t:4212 t:46875 epi:nan +opt_step:93500 lr:0.0003 alpha:0.006738 +2026-02-11 09:14:32 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-18.40 total_reward_ma:-20.31 loss:0.01702 fps:178 +frame:7.60e+05 wall_t:4269 t:47500 epi:nan +opt_step:94750 lr:0.0003 alpha:0.006738 +2026-02-11 09:15:28 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-18.24 total_reward_ma:-20.28 loss:-0.08212 fps:178.1 +frame:7.70e+05 wall_t:4324 t:48125 epi:nan +opt_step:96000 lr:0.0003 alpha:0.006738 +2026-02-11 09:16:25 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-17.90 total_reward_ma:-20.25 loss:-0.101 fps:178 +frame:7.80e+05 wall_t:4381 t:48750 epi:nan +opt_step:97250 lr:0.0003 alpha:0.006738 +2026-02-11 09:17:20 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-17.61 total_reward_ma:-20.22 loss:-0.1769 fps:178 +frame:7.90e+05 wall_t:4437 t:49375 epi:nan +opt_step:98500 lr:0.0003 alpha:0.006738 +2026-02-11 09:18:17 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-17.55 total_reward_ma:-20.18 loss:-0.2467 fps:178.1 +frame:8.00e+05 wall_t:4493 t:50000 epi:nan +opt_step:99750 lr:0.0003 alpha:0.006738 +2026-02-11 09:19:13 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-16.92 total_reward_ma:-20.14 loss:-0.2376 fps:178.1 +frame:8.10e+05 wall_t:4549 t:50625 epi:nan +opt_step:101000 lr:0.0003 alpha:0.006738 +2026-02-11 09:20:08 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-16.43 total_reward_ma:-20.10 loss:-0.3072 fps:178.1 +frame:8.20e+05 wall_t:4605 t:51250 epi:nan +opt_step:102250 lr:0.0003 alpha:0.006738 +2026-02-11 09:21:04 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-15.99 total_reward_ma:-20.05 loss:-0.4203 fps:178.1 +frame:8.30e+05 wall_t:4660 t:51875 epi:nan +opt_step:103500 lr:0.0003 alpha:0.006738 +2026-02-11 09:21:59 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-15.78 total_reward_ma:-19.99 loss:-0.4689 fps:178.1 +frame:8.40e+05 wall_t:4716 t:52500 epi:nan +opt_step:104750 lr:0.0003 alpha:0.006738 +2026-02-11 09:22:55 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-15.26 total_reward_ma:-19.94 loss:-0.3933 fps:178.2 +frame:8.50e+05 wall_t:4771 t:53125 epi:nan +opt_step:106000 lr:0.0003 alpha:0.006738 +2026-02-11 09:23:51 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-14.85 total_reward_ma:-19.88 loss:-0.5964 fps:178.1 +frame:8.60e+05 wall_t:4828 t:53750 epi:nan +opt_step:107250 lr:0.0003 alpha:0.006738 +2026-02-11 09:24:47 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-14.27 total_reward_ma:-19.81 loss:-0.5684 fps:178.1 +frame:8.70e+05 wall_t:4884 t:54375 epi:nan +opt_step:108500 lr:0.0003 alpha:0.006738 +2026-02-11 09:25:43 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-13.82 total_reward_ma:-19.74 loss:-0.5567 fps:178.1 +frame:8.80e+05 wall_t:4940 t:55000 epi:nan +opt_step:109750 lr:0.0003 alpha:0.006738 +2026-02-11 09:26:38 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-13.72 total_reward_ma:-19.68 loss:-0.6446 fps:178.2 +frame:8.90e+05 wall_t:4995 t:55625 epi:nan +opt_step:111000 lr:0.0003 alpha:0.006738 +2026-02-11 09:27:34 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-13.40 total_reward_ma:-19.61 loss:-0.7607 fps:178.2 +frame:9.00e+05 wall_t:5051 t:56250 epi:nan +opt_step:112250 lr:0.0003 alpha:0.006738 +2026-02-11 09:28:30 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-13.00 total_reward_ma:-19.53 loss:-0.7458 fps:178.2 +frame:9.10e+05 wall_t:5106 t:56875 epi:nan +opt_step:113500 lr:0.0003 alpha:0.006738 +2026-02-11 09:29:25 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-12.57 total_reward_ma:-19.46 loss:-0.8105 fps:178.2 +frame:9.20e+05 wall_t:5162 t:57500 epi:nan +opt_step:114750 lr:0.0003 alpha:0.006738 +2026-02-11 09:30:22 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-12.11 total_reward_ma:-19.38 loss:-0.8998 fps:178.2 +frame:9.30e+05 wall_t:5218 t:58125 epi:nan +opt_step:116000 lr:0.0003 alpha:0.006738 +2026-02-11 09:31:18 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-12.05 total_reward_ma:-19.30 loss:-0.9592 fps:178.2 +frame:9.40e+05 wall_t:5274 t:58750 epi:nan +opt_step:117250 lr:0.0003 alpha:0.006738 +2026-02-11 09:32:14 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-11.77 total_reward_ma:-19.22 loss:-0.9875 fps:178.2 +frame:9.50e+05 wall_t:5330 t:59375 epi:nan +opt_step:118500 lr:0.0003 alpha:0.006738 +2026-02-11 09:33:09 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-11.35 total_reward_ma:-19.13 loss:-1.05 fps:178.3 +frame:9.60e+05 wall_t:5385 t:60000 epi:nan +opt_step:119750 lr:0.0003 alpha:0.006738 +2026-02-11 09:34:04 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-10.69 total_reward_ma:-19.05 loss:-1.092 fps:178.3 +frame:9.70e+05 wall_t:5441 t:60625 epi:nan +opt_step:121000 lr:0.0003 alpha:0.006738 +2026-02-11 09:35:00 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-10.47 total_reward_ma:-18.96 loss:-1.258 fps:178.3 +frame:9.80e+05 wall_t:5497 t:61250 epi:nan +opt_step:122250 lr:0.0003 alpha:0.006738 +2026-02-11 09:35:56 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-10.16 total_reward_ma:-18.87 loss:-1.265 fps:178.3 +frame:9.90e+05 wall_t:5552 t:61875 epi:nan +opt_step:123500 lr:0.0003 alpha:0.006738 +2026-02-11 09:36:51 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-9.89 total_reward_ma:-18.78 loss:-1.309 fps:178.3 +frame:1.00e+06 wall_t:5607 t:62500 epi:nan +opt_step:124750 lr:0.0003 alpha:0.006738 +2026-02-11 09:37:46 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-8.86 total_reward_ma:-18.68 loss:-1.367 fps:178.4 +frame:1.01e+06 wall_t:5663 t:63125 epi:nan +opt_step:126000 lr:0.0003 alpha:0.006738 +2026-02-11 09:38:42 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-8.46 total_reward_ma:-18.56 loss:-1.465 fps:178.4 +frame:1.02e+06 wall_t:5719 t:63750 epi:nan +opt_step:127250 lr:0.0003 alpha:0.006738 +2026-02-11 09:39:37 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-8.38 total_reward_ma:-18.44 loss:-1.419 fps:178.4 +frame:1.03e+06 wall_t:5774 t:64375 epi:nan +opt_step:128500 lr:0.0003 alpha:0.006738 +2026-02-11 09:40:33 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-8.26 total_reward_ma:-18.31 loss:-1.493 fps:178.4 +frame:1.04e+06 wall_t:5829 t:65000 epi:nan +opt_step:129750 lr:0.0003 alpha:0.006738 +2026-02-11 09:41:29 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-7.09 total_reward_ma:-18.18 loss:-1.629 fps:178.4 +frame:1.05e+06 wall_t:5885 t:65625 epi:nan +opt_step:131000 lr:0.0003 alpha:0.006738 +2026-02-11 09:42:24 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-6.47 total_reward_ma:-18.04 loss:-1.591 fps:178.4 +frame:1.06e+06 wall_t:5941 t:66250 epi:nan +opt_step:132250 lr:0.0003 alpha:0.006738 +2026-02-11 09:43:20 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-6.06 total_reward_ma:-17.90 loss:-1.659 fps:178.4 +frame:1.07e+06 wall_t:5997 t:66875 epi:nan +opt_step:133500 lr:0.0003 alpha:0.006745 +2026-02-11 09:44:16 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-5.52 total_reward_ma:-17.75 loss:-1.705 fps:178.4 +frame:1.08e+06 wall_t:6053 t:67500 epi:nan +opt_step:134750 lr:0.0003 alpha:0.006738 +2026-02-11 09:45:12 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-5.45 total_reward_ma:-17.60 loss:-1.809 fps:178.4 +frame:1.09e+06 wall_t:6109 t:68125 epi:nan +opt_step:136000 lr:0.0003 alpha:0.006815 +2026-02-11 09:46:09 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-4.80 total_reward_ma:-17.45 loss:-1.757 fps:178.4 +frame:1.10e+06 wall_t:6166 t:68750 epi:nan +opt_step:137250 lr:0.0003 alpha:0.006789 +2026-02-11 09:47:05 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-4.23 total_reward_ma:-17.29 loss:-1.834 fps:178.4 +frame:1.11e+06 wall_t:6221 t:69375 epi:nan +opt_step:138500 lr:0.0003 alpha:0.00675 +2026-02-11 09:48:00 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-3.81 total_reward_ma:-17.12 loss:-1.746 fps:178.4 +frame:1.12e+06 wall_t:6277 t:70000 epi:nan +opt_step:139750 lr:0.0003 alpha:0.006738 +2026-02-11 09:48:55 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-3.52 total_reward_ma:-16.96 loss:-1.902 fps:178.5 +frame:1.13e+06 wall_t:6332 t:70625 epi:nan +opt_step:141000 lr:0.0003 alpha:0.006738 +2026-02-11 09:49:51 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-3.15 total_reward_ma:-16.79 loss:-1.936 fps:178.5 +frame:1.14e+06 wall_t:6387 t:71250 epi:nan +opt_step:142250 lr:0.0003 alpha:0.006738 +2026-02-11 09:50:45 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-2.20 total_reward_ma:-16.61 loss:-1.959 fps:178.5 +frame:1.15e+06 wall_t:6442 t:71875 epi:nan +opt_step:143500 lr:0.0003 alpha:0.006738 +2026-02-11 09:51:40 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-1.60 total_reward_ma:-16.42 loss:-1.985 fps:178.5 +frame:1.16e+06 wall_t:6497 t:72500 epi:nan +opt_step:144750 lr:0.0003 alpha:0.006738 +2026-02-11 09:52:36 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-1.36 total_reward_ma:-16.23 loss:-2 fps:178.6 +frame:1.17e+06 wall_t:6552 t:73125 epi:nan +opt_step:146000 lr:0.0003 alpha:0.006738 +2026-02-11 09:53:32 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-0.91 total_reward_ma:-16.04 loss:-2.031 fps:178.5 +frame:1.18e+06 wall_t:6609 t:73750 epi:nan +opt_step:147250 lr:0.0003 alpha:0.006738 +2026-02-11 09:54:29 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-0.27 total_reward_ma:-15.84 loss:-1.942 fps:178.5 +frame:1.19e+06 wall_t:6666 t:74375 epi:nan +opt_step:148500 lr:0.0003 alpha:0.006738 +2026-02-11 09:55:25 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:0.67 total_reward_ma:-15.63 loss:-1.994 fps:178.5 +frame:1.20e+06 wall_t:6722 t:75000 epi:nan +opt_step:149750 lr:0.0003 alpha:0.006738 +2026-02-11 09:56:21 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:1.35 total_reward_ma:-15.42 loss:-1.958 fps:178.5 +frame:1.21e+06 wall_t:6777 t:75625 epi:nan +opt_step:151000 lr:0.0003 alpha:0.006738 +2026-02-11 09:57:17 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:1.74 total_reward_ma:-15.20 loss:-2.017 fps:178.5 +frame:1.22e+06 wall_t:6833 t:76250 epi:nan +opt_step:152250 lr:0.0003 alpha:0.006738 +2026-02-11 09:58:13 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:1.86 total_reward_ma:-14.98 loss:-2.058 fps:178.5 +frame:1.23e+06 wall_t:6890 t:76875 epi:nan +opt_step:153500 lr:0.0003 alpha:0.006738 +2026-02-11 09:59:09 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:2.57 total_reward_ma:-14.75 loss:-2.035 fps:178.5 +frame:1.24e+06 wall_t:6946 t:77500 epi:nan +opt_step:154750 lr:0.0003 alpha:0.006738 +2026-02-11 10:00:05 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:2.90 total_reward_ma:-14.52 loss:-1.954 fps:178.5 +frame:1.25e+06 wall_t:7002 t:78125 epi:nan +opt_step:156000 lr:0.0003 alpha:0.006738 +2026-02-11 10:01:00 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:3.11 total_reward_ma:-14.28 loss:-1.966 fps:178.5 +frame:1.26e+06 wall_t:7057 t:78750 epi:nan +opt_step:157250 lr:0.0003 alpha:0.006738 +2026-02-11 10:01:56 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:3.47 total_reward_ma:-14.04 loss:-1.983 fps:178.6 +frame:1.27e+06 wall_t:7112 t:79375 epi:nan +opt_step:158500 lr:0.0003 alpha:0.006738 +2026-02-11 10:02:52 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:3.75 total_reward_ma:-13.80 loss:-2.031 fps:178.5 +frame:1.28e+06 wall_t:7169 t:80000 epi:nan +opt_step:159750 lr:0.0003 alpha:0.006738 +2026-02-11 10:03:48 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:4.06 total_reward_ma:-13.55 loss:-1.971 fps:178.5 +frame:1.29e+06 wall_t:7225 t:80625 epi:nan +opt_step:161000 lr:0.0003 alpha:0.006738 +2026-02-11 10:04:44 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:4.51 total_reward_ma:-13.30 loss:-2.029 fps:178.6 +frame:1.30e+06 wall_t:7280 t:81250 epi:nan +opt_step:162250 lr:0.0003 alpha:0.006738 +2026-02-11 10:05:40 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:4.93 total_reward_ma:-13.04 loss:-2.019 fps:178.6 +frame:1.31e+06 wall_t:7336 t:81875 epi:nan +opt_step:163500 lr:0.0003 alpha:0.006738 +2026-02-11 10:06:36 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:5.22 total_reward_ma:-12.79 loss:-2.026 fps:178.6 +frame:1.32e+06 wall_t:7392 t:82500 epi:nan +opt_step:164750 lr:0.0003 alpha:0.006738 +2026-02-11 10:07:31 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:5.66 total_reward_ma:-12.52 loss:-2.093 fps:178.6 +frame:1.33e+06 wall_t:7448 t:83125 epi:nan +opt_step:166000 lr:0.0003 alpha:0.006738 +2026-02-11 10:08:28 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:5.89 total_reward_ma:-12.26 loss:-2.014 fps:178.6 +frame:1.34e+06 wall_t:7504 t:83750 epi:nan +opt_step:167250 lr:0.0003 alpha:0.006738 +2026-02-11 10:09:24 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:6.32 total_reward_ma:-11.99 loss:-2.021 fps:178.6 +frame:1.35e+06 wall_t:7560 t:84375 epi:nan +opt_step:168500 lr:0.0003 alpha:0.006738 +2026-02-11 10:10:20 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:6.29 total_reward_ma:-11.71 loss:-2.026 fps:178.5 +frame:1.36e+06 wall_t:7617 t:85000 epi:nan +opt_step:169750 lr:0.0003 alpha:0.006738 +2026-02-11 10:11:16 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:6.70 total_reward_ma:-11.44 loss:-2.096 fps:178.5 +frame:1.37e+06 wall_t:7673 t:85625 epi:nan +opt_step:171000 lr:0.0003 alpha:0.006738 +2026-02-11 10:12:11 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:6.96 total_reward_ma:-11.16 loss:-2.082 fps:178.6 +frame:1.38e+06 wall_t:7727 t:86250 epi:nan +opt_step:172250 lr:0.0003 alpha:0.006738 +2026-02-11 10:13:07 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:7.01 total_reward_ma:-10.89 loss:-1.923 fps:178.6 +frame:1.39e+06 wall_t:7783 t:86875 epi:nan +opt_step:173500 lr:0.0003 alpha:0.006738 +2026-02-11 10:14:02 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:7.01 total_reward_ma:-10.61 loss:-2.006 fps:178.6 +frame:1.40e+06 wall_t:7839 t:87500 epi:nan +opt_step:174750 lr:0.0003 alpha:0.006738 +2026-02-11 10:14:59 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:7.22 total_reward_ma:-10.33 loss:-1.935 fps:178.6 +frame:1.41e+06 wall_t:7895 t:88125 epi:nan +opt_step:176000 lr:0.0003 alpha:0.006738 +2026-02-11 10:15:55 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:7.17 total_reward_ma:-10.05 loss:-1.984 fps:178.6 +frame:1.42e+06 wall_t:7952 t:88750 epi:nan +opt_step:177250 lr:0.0003 alpha:0.006738 +2026-02-11 10:16:51 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:7.03 total_reward_ma:-9.77 loss:-1.954 fps:178.6 +frame:1.43e+06 wall_t:8007 t:89375 epi:nan +opt_step:178500 lr:0.0003 alpha:0.006738 +2026-02-11 10:17:47 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:7.08 total_reward_ma:-9.50 loss:-1.99 fps:178.6 +frame:1.44e+06 wall_t:8064 t:90000 epi:nan +opt_step:179750 lr:0.0003 alpha:0.006738 +2026-02-11 10:18:42 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:7.18 total_reward_ma:-9.22 loss:-1.966 fps:178.6 +frame:1.45e+06 wall_t:8119 t:90625 epi:nan +opt_step:181000 lr:0.0003 alpha:0.006738 +2026-02-11 10:19:39 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:7.14 total_reward_ma:-8.95 loss:-2.004 fps:178.6 +frame:1.46e+06 wall_t:8176 t:91250 epi:nan +opt_step:182250 lr:0.0003 alpha:0.006738 +2026-02-11 10:20:35 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:7.22 total_reward_ma:-8.67 loss:-1.991 fps:178.6 +frame:1.47e+06 wall_t:8232 t:91875 epi:nan +opt_step:183500 lr:0.0003 alpha:0.006738 +2026-02-11 10:21:30 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:7.34 total_reward_ma:-8.40 loss:-1.931 fps:178.6 +frame:1.48e+06 wall_t:8287 t:92500 epi:nan +opt_step:184750 lr:0.0003 alpha:0.006738 +2026-02-11 10:22:26 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:7.42 total_reward_ma:-8.12 loss:-2.003 fps:178.6 +frame:1.49e+06 wall_t:8343 t:93125 epi:nan +opt_step:186000 lr:0.0003 alpha:0.006738 +2026-02-11 10:23:22 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:7.44 total_reward_ma:-7.85 loss:-1.914 fps:178.6 +frame:1.50e+06 wall_t:8399 t:93750 epi:nan +opt_step:187250 lr:0.0003 alpha:0.006738 +2026-02-11 10:24:18 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:7.99 total_reward_ma:-7.56 loss:-1.916 fps:178.6 +frame:1.51e+06 wall_t:8455 t:94375 epi:nan +opt_step:188500 lr:0.0003 alpha:0.006738 +2026-02-11 10:25:14 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:8.17 total_reward_ma:-7.28 loss:-1.961 fps:178.6 +frame:1.52e+06 wall_t:8511 t:95000 epi:nan +opt_step:189750 lr:0.0003 alpha:0.006738 +2026-02-11 10:26:09 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:8.28 total_reward_ma:-6.99 loss:-1.947 fps:178.6 +frame:1.53e+06 wall_t:8566 t:95625 epi:nan +opt_step:191000 lr:0.0003 alpha:0.006738 +2026-02-11 10:27:05 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:8.12 total_reward_ma:-6.71 loss:-1.919 fps:178.6 +frame:1.54e+06 wall_t:8622 t:96250 epi:nan +opt_step:192250 lr:0.0003 alpha:0.006738 +2026-02-11 10:28:02 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:8.26 total_reward_ma:-6.42 loss:-1.894 fps:178.6 +frame:1.55e+06 wall_t:8678 t:96875 epi:nan +opt_step:193500 lr:0.0003 alpha:0.006738 +2026-02-11 10:28:58 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:8.36 total_reward_ma:-6.13 loss:-1.834 fps:178.6 +frame:1.56e+06 wall_t:8734 t:97500 epi:nan +opt_step:194750 lr:0.0003 alpha:0.006738 +2026-02-11 10:29:53 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:8.34 total_reward_ma:-5.85 loss:-1.856 fps:178.6 +frame:1.57e+06 wall_t:8790 t:98125 epi:nan +opt_step:196000 lr:0.0003 alpha:0.006738 +2026-02-11 10:30:49 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:8.50 total_reward_ma:-5.56 loss:-1.97 fps:178.6 +frame:1.58e+06 wall_t:8845 t:98750 epi:nan +opt_step:197250 lr:0.0003 alpha:0.006738 +2026-02-11 10:31:44 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:8.56 total_reward_ma:-5.27 loss:-1.875 fps:178.7 +frame:1.59e+06 wall_t:8900 t:99375 epi:nan +opt_step:198500 lr:0.0003 alpha:0.006738 +2026-02-11 10:32:39 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:8.28 total_reward_ma:-4.98 loss:-1.87 fps:178.7 +frame:1.60e+06 wall_t:8956 t:100000 epi:nan +opt_step:199750 lr:0.0003 alpha:0.006738 +2026-02-11 10:33:35 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:8.38 total_reward_ma:-4.69 loss:-1.843 fps:178.7 +frame:1.61e+06 wall_t:9012 t:100625 epi:nan +opt_step:201000 lr:0.0003 alpha:0.006738 +2026-02-11 10:34:32 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:8.42 total_reward_ma:-4.40 loss:-1.861 fps:178.7 +frame:1.62e+06 wall_t:9068 t:101250 epi:nan +opt_step:202250 lr:0.0003 alpha:0.006738 +2026-02-11 10:35:27 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:8.36 total_reward_ma:-4.11 loss:-1.934 fps:178.7 +frame:1.63e+06 wall_t:9123 t:101875 epi:nan +opt_step:203500 lr:0.0003 alpha:0.006738 +2026-02-11 10:36:22 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:8.20 total_reward_ma:-3.83 loss:-1.811 fps:178.7 +frame:1.64e+06 wall_t:9179 t:102500 epi:nan +opt_step:204750 lr:0.0003 alpha:0.006738 +2026-02-11 10:37:17 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:8.03 total_reward_ma:-3.54 loss:-1.86 fps:178.7 +frame:1.65e+06 wall_t:9233 t:103125 epi:nan +opt_step:206000 lr:0.0003 alpha:0.006738 +2026-02-11 10:38:12 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:7.94 total_reward_ma:-3.26 loss:-1.81 fps:178.7 +frame:1.66e+06 wall_t:9289 t:103750 epi:nan +opt_step:207250 lr:0.0003 alpha:0.006738 +2026-02-11 10:39:08 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:8.11 total_reward_ma:-2.97 loss:-1.858 fps:178.7 +frame:1.67e+06 wall_t:9345 t:104375 epi:nan +opt_step:208500 lr:0.0003 alpha:0.006738 +2026-02-11 10:40:03 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:8.28 total_reward_ma:-2.69 loss:-1.872 fps:178.7 +frame:1.68e+06 wall_t:9400 t:105000 epi:nan +opt_step:209750 lr:0.0003 alpha:0.006738 +2026-02-11 10:40:59 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:8.11 total_reward_ma:-2.40 loss:-1.917 fps:178.7 +frame:1.69e+06 wall_t:9456 t:105625 epi:nan +opt_step:211000 lr:0.0003 alpha:0.006738 +2026-02-11 10:41:55 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:8.25 total_reward_ma:-2.12 loss:-1.86 fps:178.7 +frame:1.70e+06 wall_t:9511 t:106250 epi:nan +opt_step:212250 lr:0.0003 alpha:0.006738 +2026-02-11 10:42:51 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:8.48 total_reward_ma:-1.84 loss:-1.953 fps:178.7 +frame:1.71e+06 wall_t:9567 t:106875 epi:nan +opt_step:213500 lr:0.0003 alpha:0.006738 +2026-02-11 10:43:47 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:8.47 total_reward_ma:-1.56 loss:-1.866 fps:178.7 +frame:1.72e+06 wall_t:9623 t:107500 epi:nan +opt_step:214750 lr:0.0003 alpha:0.006738 +2026-02-11 10:44:42 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:8.52 total_reward_ma:-1.28 loss:-1.852 fps:178.7 +frame:1.73e+06 wall_t:9679 t:108125 epi:nan +opt_step:216000 lr:0.0003 alpha:0.006738 +2026-02-11 10:45:38 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:8.69 total_reward_ma:-1.00 loss:-1.827 fps:178.8 +frame:1.74e+06 wall_t:9734 t:108750 epi:nan +opt_step:217250 lr:0.0003 alpha:0.006738 +2026-02-11 10:46:33 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:8.81 total_reward_ma:-0.72 loss:-1.819 fps:178.8 +frame:1.75e+06 wall_t:9790 t:109375 epi:nan +opt_step:218500 lr:0.0003 alpha:0.006738 +2026-02-11 10:47:28 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:8.80 total_reward_ma:-0.45 loss:-1.871 fps:178.8 +frame:1.76e+06 wall_t:9845 t:110000 epi:nan +opt_step:219750 lr:0.0003 alpha:0.006738 +2026-02-11 10:48:24 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:8.72 total_reward_ma:-0.18 loss:-1.907 fps:178.8 +frame:1.77e+06 wall_t:9901 t:110625 epi:nan +opt_step:221000 lr:0.0003 alpha:0.006738 +2026-02-11 10:49:19 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:8.74 total_reward_ma:0.08 loss:-1.89 fps:178.8 +frame:1.78e+06 wall_t:9956 t:111250 epi:nan +opt_step:222250 lr:0.0003 alpha:0.006738 +2026-02-11 10:50:15 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:8.60 total_reward_ma:0.35 loss:-1.858 fps:178.8 +frame:1.79e+06 wall_t:10012 t:111875 epi:nan +opt_step:223500 lr:0.0003 alpha:0.006738 +2026-02-11 10:51:11 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:8.50 total_reward_ma:0.61 loss:-1.899 fps:178.8 +frame:1.80e+06 wall_t:10067 t:112500 epi:nan +opt_step:224750 lr:0.0003 alpha:0.006738 +2026-02-11 10:52:07 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:8.76 total_reward_ma:0.86 loss:-1.882 fps:178.8 +frame:1.81e+06 wall_t:10124 t:113125 epi:nan +opt_step:226000 lr:0.0003 alpha:0.006738 +2026-02-11 10:53:03 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:8.68 total_reward_ma:1.11 loss:-1.917 fps:178.8 +frame:1.82e+06 wall_t:10180 t:113750 epi:nan +opt_step:227250 lr:0.0003 alpha:0.006738 +2026-02-11 10:53:59 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:8.68 total_reward_ma:1.36 loss:-1.944 fps:178.8 +frame:1.83e+06 wall_t:10236 t:114375 epi:nan +opt_step:228500 lr:0.0003 alpha:0.006738 +2026-02-11 10:54:54 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:8.78 total_reward_ma:1.61 loss:-1.893 fps:178.8 +frame:1.84e+06 wall_t:10291 t:115000 epi:nan +opt_step:229750 lr:0.0003 alpha:0.006738 +2026-02-11 10:55:50 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:8.79 total_reward_ma:1.85 loss:-1.895 fps:178.8 +frame:1.85e+06 wall_t:10347 t:115625 epi:nan +opt_step:231000 lr:0.0003 alpha:0.006738 +2026-02-11 10:56:47 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:8.68 total_reward_ma:2.08 loss:-1.881 fps:178.8 +frame:1.86e+06 wall_t:10403 t:116250 epi:nan +opt_step:232250 lr:0.0003 alpha:0.006738 +2026-02-11 10:57:42 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:8.68 total_reward_ma:2.31 loss:-1.908 fps:178.8 +frame:1.87e+06 wall_t:10459 t:116875 epi:nan +opt_step:233500 lr:0.0003 alpha:0.006738 +2026-02-11 10:58:38 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:8.94 total_reward_ma:2.54 loss:-1.942 fps:178.8 +frame:1.88e+06 wall_t:10515 t:117500 epi:nan +opt_step:234750 lr:0.0003 alpha:0.006738 +2026-02-11 10:59:34 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:8.84 total_reward_ma:2.76 loss:-1.886 fps:178.8 +frame:1.89e+06 wall_t:10571 t:118125 epi:nan +opt_step:236000 lr:0.0003 alpha:0.006738 +2026-02-11 11:00:30 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:8.99 total_reward_ma:2.99 loss:-1.905 fps:178.8 +frame:1.90e+06 wall_t:10627 t:118750 epi:nan +opt_step:237250 lr:0.0003 alpha:0.006738 +2026-02-11 11:01:26 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:9.01 total_reward_ma:3.21 loss:-1.916 fps:178.8 +frame:1.91e+06 wall_t:10682 t:119375 epi:nan +opt_step:238500 lr:0.0003 alpha:0.006738 +2026-02-11 11:02:22 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:9.23 total_reward_ma:3.43 loss:-1.88 fps:178.8 +frame:1.92e+06 wall_t:10739 t:120000 epi:nan +opt_step:239750 lr:0.0003 alpha:0.006738 +2026-02-11 11:03:18 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:9.56 total_reward_ma:3.64 loss:-1.89 fps:178.8 +frame:1.93e+06 wall_t:10795 t:120625 epi:nan +opt_step:241000 lr:0.0003 alpha:0.006738 +2026-02-11 11:04:15 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:9.57 total_reward_ma:3.86 loss:-1.958 fps:178.8 +frame:1.94e+06 wall_t:10851 t:121250 epi:nan +opt_step:242250 lr:0.0003 alpha:0.006738 +2026-02-11 11:05:10 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:9.56 total_reward_ma:4.07 loss:-1.878 fps:178.8 +frame:1.95e+06 wall_t:10906 t:121875 epi:nan +opt_step:243500 lr:0.0003 alpha:0.006738 +2026-02-11 11:06:04 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:9.79 total_reward_ma:4.28 loss:-1.912 fps:178.8 +frame:1.96e+06 wall_t:10961 t:122500 epi:nan +opt_step:244750 lr:0.0003 alpha:0.006738 +2026-02-11 11:06:58 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:10.04 total_reward_ma:4.49 loss:-1.955 fps:178.8 +frame:1.97e+06 wall_t:11015 t:123125 epi:nan +opt_step:246000 lr:0.0003 alpha:0.006738 +2026-02-11 11:07:53 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:9.98 total_reward_ma:4.70 loss:-1.945 fps:178.9 +frame:1.98e+06 wall_t:11069 t:123750 epi:nan +opt_step:247250 lr:0.0003 alpha:0.006738 +2026-02-11 11:08:49 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:10.03 total_reward_ma:4.90 loss:-2.033 fps:178.9 +frame:1.99e+06 wall_t:11125 t:124375 epi:nan +opt_step:248500 lr:0.0003 alpha:0.006738 +2026-02-11 11:09:45 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:10.13 total_reward_ma:5.10 loss:-1.944 fps:178.9 +frame:2.00e+06 wall_t:11181 t:125000 epi:nan +opt_step:249750 lr:0.0003 alpha:0.006738 +2026-02-11 11:09:45 | INFO | PID:1371 | slm_lab.lib.logger:info | Session 2 done diff --git a/data/sac_atari_pong_2026_02_11_080315/log/sac_atari_pong_t0_s3.log b/data/sac_atari_pong_2026_02_11_080315/log/sac_atari_pong_t0_s3.log new file mode 100644 index 0000000000000000000000000000000000000000..945460826a4f2b30b4d79839125efad5705e7a59 --- /dev/null +++ b/data/sac_atari_pong_2026_02_11_080315/log/sac_atari_pong_t0_s3.log @@ -0,0 +1,802 @@ +2026-02-11 08:03:20 | INFO | PID:1372 | slm_lab.env:_make_vector_env | AtariVectorEnv: 16 envs, native preprocessing +2026-02-11 08:04:48 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:nan total_reward_ma:nan loss:-9.828 fps:119 +frame:1.00e+04 wall_t:84 t:625 epi:nan +opt_step:1000 lr:0.0003 alpha:0.7535 +2026-02-11 08:05:41 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-20.62 total_reward_ma:-20.62 loss:-14.9 fps:144.9 +frame:2.00e+04 wall_t:138 t:1250 epi:nan +opt_step:2250 lr:0.0003 alpha:0.5496 +2026-02-11 08:06:35 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-20.55 total_reward_ma:-20.59 loss:-18.24 fps:156.2 +frame:3.00e+04 wall_t:192 t:1875 epi:nan +opt_step:3500 lr:0.0003 alpha:0.4095 +2026-02-11 08:07:32 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-20.56 total_reward_ma:-20.58 loss:-20.8 fps:160.6 +frame:4.00e+04 wall_t:249 t:2500 epi:nan +opt_step:4750 lr:0.0003 alpha:0.3083 +2026-02-11 08:08:29 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-20.42 total_reward_ma:-20.54 loss:-21.67 fps:163.4 +frame:5.00e+04 wall_t:306 t:3125 epi:nan +opt_step:6000 lr:0.0003 alpha:0.2333 +2026-02-11 08:09:25 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-20.43 total_reward_ma:-20.52 loss:-22.24 fps:166.2 +frame:6.00e+04 wall_t:361 t:3750 epi:nan +opt_step:7250 lr:0.0003 alpha:0.177 +2026-02-11 08:10:20 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-20.40 total_reward_ma:-20.50 loss:-22.15 fps:167.9 +frame:7.00e+04 wall_t:417 t:4375 epi:nan +opt_step:8500 lr:0.0003 alpha:0.1345 +2026-02-11 08:11:16 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-20.42 total_reward_ma:-20.49 loss:-21.88 fps:169.1 +frame:8.00e+04 wall_t:473 t:5000 epi:nan +opt_step:9750 lr:0.0003 alpha:0.1023 +2026-02-11 08:12:13 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-20.40 total_reward_ma:-20.48 loss:-21.31 fps:169.8 +frame:9.00e+04 wall_t:530 t:5625 epi:nan +opt_step:11000 lr:0.0003 alpha:0.0779 +2026-02-11 08:13:09 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-20.35 total_reward_ma:-20.46 loss:-20.78 fps:170.6 +frame:1.00e+05 wall_t:586 t:6250 epi:nan +opt_step:12250 lr:0.0003 alpha:0.05937 +2026-02-11 08:14:05 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-20.30 total_reward_ma:-20.45 loss:-19.7 fps:171.3 +frame:1.10e+05 wall_t:642 t:6875 epi:nan +opt_step:13500 lr:0.0003 alpha:0.04528 +2026-02-11 08:15:02 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-20.30 total_reward_ma:-20.43 loss:-18.82 fps:171.9 +frame:1.20e+05 wall_t:698 t:7500 epi:nan +opt_step:14750 lr:0.0003 alpha:0.03457 +2026-02-11 08:15:57 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-20.26 total_reward_ma:-20.42 loss:-18.02 fps:172.4 +frame:1.30e+05 wall_t:754 t:8125 epi:nan +opt_step:16000 lr:0.0003 alpha:0.02642 +2026-02-11 08:16:52 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-20.30 total_reward_ma:-20.41 loss:-16.84 fps:173.1 +frame:1.40e+05 wall_t:809 t:8750 epi:nan +opt_step:17250 lr:0.0003 alpha:0.02021 +2026-02-11 08:17:49 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-20.32 total_reward_ma:-20.40 loss:-16.13 fps:173.2 +frame:1.50e+05 wall_t:866 t:9375 epi:nan +opt_step:18500 lr:0.0003 alpha:0.01547 +2026-02-11 08:18:45 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-20.33 total_reward_ma:-20.40 loss:-15.02 fps:173.5 +frame:1.60e+05 wall_t:922 t:10000 epi:nan +opt_step:19750 lr:0.0003 alpha:0.01186 +2026-02-11 08:19:42 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-20.28 total_reward_ma:-20.39 loss:-14.29 fps:173.6 +frame:1.70e+05 wall_t:979 t:10625 epi:nan +opt_step:21000 lr:0.0003 alpha:0.009114 +2026-02-11 08:20:38 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-20.27 total_reward_ma:-20.38 loss:-13.42 fps:173.9 +frame:1.80e+05 wall_t:1035 t:11250 epi:nan +opt_step:22250 lr:0.0003 alpha:0.00704 +2026-02-11 08:21:34 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-20.30 total_reward_ma:-20.38 loss:-12.5 fps:174.3 +frame:1.90e+05 wall_t:1090 t:11875 epi:nan +opt_step:23500 lr:0.0003 alpha:0.006738 +2026-02-11 08:22:30 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-20.33 total_reward_ma:-20.38 loss:-11.7 fps:174.4 +frame:2.00e+05 wall_t:1147 t:12500 epi:nan +opt_step:24750 lr:0.0003 alpha:0.006738 +2026-02-11 08:23:26 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-20.34 total_reward_ma:-20.37 loss:-10.95 fps:174.6 +frame:2.10e+05 wall_t:1203 t:13125 epi:nan +opt_step:26000 lr:0.0003 alpha:0.006738 +2026-02-11 08:24:22 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-20.40 total_reward_ma:-20.38 loss:-10.12 fps:174.7 +frame:2.20e+05 wall_t:1259 t:13750 epi:nan +opt_step:27250 lr:0.0003 alpha:0.006738 +2026-02-11 08:25:17 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-20.41 total_reward_ma:-20.38 loss:-9.51 fps:175 +frame:2.30e+05 wall_t:1314 t:14375 epi:nan +opt_step:28500 lr:0.0003 alpha:0.006738 +2026-02-11 08:26:14 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-20.47 total_reward_ma:-20.38 loss:-8.934 fps:175.2 +frame:2.40e+05 wall_t:1370 t:15000 epi:nan +opt_step:29750 lr:0.0003 alpha:0.006738 +2026-02-11 08:27:09 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-20.54 total_reward_ma:-20.39 loss:-8.314 fps:175.3 +frame:2.50e+05 wall_t:1426 t:15625 epi:nan +opt_step:31000 lr:0.0003 alpha:0.006738 +2026-02-11 08:28:07 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-20.70 total_reward_ma:-20.40 loss:-7.618 fps:175.3 +frame:2.60e+05 wall_t:1483 t:16250 epi:nan +opt_step:32250 lr:0.0003 alpha:0.006738 +2026-02-11 08:29:02 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-20.79 total_reward_ma:-20.42 loss:-6.924 fps:175.4 +frame:2.70e+05 wall_t:1539 t:16875 epi:nan +opt_step:33500 lr:0.0003 alpha:0.006738 +2026-02-11 08:29:58 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-20.82 total_reward_ma:-20.43 loss:-6.464 fps:175.5 +frame:2.80e+05 wall_t:1595 t:17500 epi:nan +opt_step:34750 lr:0.0003 alpha:0.007313 +2026-02-11 08:30:54 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-20.90 total_reward_ma:-20.45 loss:-6.125 fps:175.8 +frame:2.90e+05 wall_t:1650 t:18125 epi:nan +opt_step:36000 lr:0.0003 alpha:0.006738 +2026-02-11 08:31:50 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-20.93 total_reward_ma:-20.46 loss:-5.693 fps:175.7 +frame:3.00e+05 wall_t:1707 t:18750 epi:nan +opt_step:37250 lr:0.0003 alpha:0.006738 +2026-02-11 08:32:46 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-21.00 total_reward_ma:-20.48 loss:-5.284 fps:175.9 +frame:3.10e+05 wall_t:1762 t:19375 epi:nan +opt_step:38500 lr:0.0003 alpha:0.006738 +2026-02-11 08:33:42 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-21.00 total_reward_ma:-20.50 loss:-4.949 fps:175.9 +frame:3.20e+05 wall_t:1819 t:20000 epi:nan +opt_step:39750 lr:0.0003 alpha:0.006738 +2026-02-11 08:34:38 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-21.00 total_reward_ma:-20.51 loss:-4.546 fps:176.1 +frame:3.30e+05 wall_t:1874 t:20625 epi:nan +opt_step:41000 lr:0.0003 alpha:0.006738 +2026-02-11 08:35:33 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-21.00 total_reward_ma:-20.53 loss:-4.159 fps:176.2 +frame:3.40e+05 wall_t:1930 t:21250 epi:nan +opt_step:42250 lr:0.0003 alpha:0.006738 +2026-02-11 08:36:29 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-21.00 total_reward_ma:-20.54 loss:-3.938 fps:176.2 +frame:3.50e+05 wall_t:1986 t:21875 epi:nan +opt_step:43500 lr:0.0003 alpha:0.006738 +2026-02-11 08:37:26 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-20.99 total_reward_ma:-20.56 loss:-3.487 fps:176.3 +frame:3.60e+05 wall_t:2042 t:22500 epi:nan +opt_step:44750 lr:0.0003 alpha:0.006738 +2026-02-11 08:38:22 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-20.94 total_reward_ma:-20.57 loss:-3.156 fps:176.4 +frame:3.70e+05 wall_t:2098 t:23125 epi:nan +opt_step:46000 lr:0.0003 alpha:0.006738 +2026-02-11 08:39:17 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-20.93 total_reward_ma:-20.58 loss:-2.924 fps:176.4 +frame:3.80e+05 wall_t:2154 t:23750 epi:nan +opt_step:47250 lr:0.0003 alpha:0.006738 +2026-02-11 08:40:14 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-20.93 total_reward_ma:-20.59 loss:-2.531 fps:176.5 +frame:3.90e+05 wall_t:2210 t:24375 epi:nan +opt_step:48500 lr:0.0003 alpha:0.006738 +2026-02-11 08:41:09 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-20.92 total_reward_ma:-20.59 loss:-2.327 fps:176.5 +frame:4.00e+05 wall_t:2266 t:25000 epi:nan +opt_step:49750 lr:0.0003 alpha:0.006738 +2026-02-11 08:42:05 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-20.91 total_reward_ma:-20.60 loss:-2.056 fps:176.6 +frame:4.10e+05 wall_t:2321 t:25625 epi:nan +opt_step:51000 lr:0.0003 alpha:0.006738 +2026-02-11 08:43:01 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-20.91 total_reward_ma:-20.61 loss:-1.742 fps:176.7 +frame:4.20e+05 wall_t:2377 t:26250 epi:nan +opt_step:52250 lr:0.0003 alpha:0.006738 +2026-02-11 08:43:57 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-20.89 total_reward_ma:-20.62 loss:-1.716 fps:176.7 +frame:4.30e+05 wall_t:2434 t:26875 epi:nan +opt_step:53500 lr:0.0003 alpha:0.006738 +2026-02-11 08:44:53 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-20.80 total_reward_ma:-20.62 loss:-1.413 fps:176.8 +frame:4.40e+05 wall_t:2489 t:27500 epi:nan +opt_step:54750 lr:0.0003 alpha:0.006738 +2026-02-11 08:45:49 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-20.78 total_reward_ma:-20.62 loss:-1.255 fps:176.7 +frame:4.50e+05 wall_t:2546 t:28125 epi:nan +opt_step:56000 lr:0.0003 alpha:0.006738 +2026-02-11 08:46:45 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-20.75 total_reward_ma:-20.63 loss:-1.083 fps:176.8 +frame:4.60e+05 wall_t:2602 t:28750 epi:nan +opt_step:57250 lr:0.0003 alpha:0.006738 +2026-02-11 08:47:41 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-20.71 total_reward_ma:-20.63 loss:-0.8971 fps:176.8 +frame:4.70e+05 wall_t:2658 t:29375 epi:nan +opt_step:58500 lr:0.0003 alpha:0.006738 +2026-02-11 08:48:37 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-20.64 total_reward_ma:-20.63 loss:-0.8653 fps:176.9 +frame:4.80e+05 wall_t:2714 t:30000 epi:nan +opt_step:59750 lr:0.0003 alpha:0.006738 +2026-02-11 08:49:34 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-20.60 total_reward_ma:-20.63 loss:-0.8666 fps:176.9 +frame:4.90e+05 wall_t:2770 t:30625 epi:nan +opt_step:61000 lr:0.0003 alpha:0.006738 +2026-02-11 08:50:30 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-20.56 total_reward_ma:-20.63 loss:-0.6737 fps:176.9 +frame:5.00e+05 wall_t:2826 t:31250 epi:nan +opt_step:62250 lr:0.0003 alpha:0.006738 +2026-02-11 08:51:25 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-20.49 total_reward_ma:-20.62 loss:-0.5804 fps:177 +frame:5.10e+05 wall_t:2882 t:31875 epi:nan +opt_step:63500 lr:0.0003 alpha:0.006738 +2026-02-11 08:52:20 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-20.52 total_reward_ma:-20.62 loss:-0.4645 fps:177.1 +frame:5.20e+05 wall_t:2937 t:32500 epi:nan +opt_step:64750 lr:0.0003 alpha:0.006738 +2026-02-11 08:53:15 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-20.57 total_reward_ma:-20.62 loss:-0.3683 fps:177.1 +frame:5.30e+05 wall_t:2992 t:33125 epi:nan +opt_step:66000 lr:0.0003 alpha:0.006738 +2026-02-11 08:54:10 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-20.58 total_reward_ma:-20.62 loss:-0.2075 fps:177.2 +frame:5.40e+05 wall_t:3047 t:33750 epi:nan +opt_step:67250 lr:0.0003 alpha:0.006738 +2026-02-11 08:55:06 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-20.56 total_reward_ma:-20.62 loss:-0.1355 fps:177.2 +frame:5.50e+05 wall_t:3103 t:34375 epi:nan +opt_step:68500 lr:0.0003 alpha:0.006738 +2026-02-11 08:56:03 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-20.58 total_reward_ma:-20.62 loss:-0.06197 fps:177.3 +frame:5.60e+05 wall_t:3159 t:35000 epi:nan +opt_step:69750 lr:0.0003 alpha:0.006738 +2026-02-11 08:56:59 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-20.61 total_reward_ma:-20.62 loss:0.1135 fps:177.2 +frame:5.70e+05 wall_t:3216 t:35625 epi:nan +opt_step:71000 lr:0.0003 alpha:0.006738 +2026-02-11 08:57:56 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-20.60 total_reward_ma:-20.62 loss:0.1109 fps:177.2 +frame:5.80e+05 wall_t:3273 t:36250 epi:nan +opt_step:72250 lr:0.0003 alpha:0.006738 +2026-02-11 08:58:52 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-20.58 total_reward_ma:-20.62 loss:0.2399 fps:177.2 +frame:5.90e+05 wall_t:3329 t:36875 epi:nan +opt_step:73500 lr:0.0003 alpha:0.006738 +2026-02-11 08:59:49 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-20.61 total_reward_ma:-20.62 loss:0.2966 fps:177.3 +frame:6.00e+05 wall_t:3385 t:37500 epi:nan +opt_step:74750 lr:0.0003 alpha:0.006738 +2026-02-11 09:00:44 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-20.63 total_reward_ma:-20.62 loss:0.2849 fps:177.3 +frame:6.10e+05 wall_t:3441 t:38125 epi:nan +opt_step:76000 lr:0.0003 alpha:0.006738 +2026-02-11 09:01:39 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-20.60 total_reward_ma:-20.62 loss:0.4709 fps:177.3 +frame:6.20e+05 wall_t:3496 t:38750 epi:nan +opt_step:77250 lr:0.0003 alpha:0.006738 +2026-02-11 09:02:35 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-20.56 total_reward_ma:-20.62 loss:0.4551 fps:177.4 +frame:6.30e+05 wall_t:3551 t:39375 epi:nan +opt_step:78500 lr:0.0003 alpha:0.006738 +2026-02-11 09:03:31 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-20.53 total_reward_ma:-20.61 loss:0.5238 fps:177.4 +frame:6.40e+05 wall_t:3608 t:40000 epi:nan +opt_step:79750 lr:0.0003 alpha:0.006738 +2026-02-11 09:04:27 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-20.48 total_reward_ma:-20.61 loss:0.5687 fps:177.5 +frame:6.50e+05 wall_t:3663 t:40625 epi:nan +opt_step:81000 lr:0.0003 alpha:0.006738 +2026-02-11 09:05:22 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-20.45 total_reward_ma:-20.61 loss:0.7218 fps:177.5 +frame:6.60e+05 wall_t:3719 t:41250 epi:nan +opt_step:82250 lr:0.0003 alpha:0.006738 +2026-02-11 09:06:18 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-20.45 total_reward_ma:-20.61 loss:0.6813 fps:177.5 +frame:6.70e+05 wall_t:3774 t:41875 epi:nan +opt_step:83500 lr:0.0003 alpha:0.006738 +2026-02-11 09:07:14 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-20.37 total_reward_ma:-20.60 loss:0.7795 fps:177.5 +frame:6.80e+05 wall_t:3831 t:42500 epi:nan +opt_step:84750 lr:0.0003 alpha:0.006738 +2026-02-11 09:08:10 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-20.36 total_reward_ma:-20.60 loss:0.8591 fps:177.5 +frame:6.90e+05 wall_t:3887 t:43125 epi:nan +opt_step:86000 lr:0.0003 alpha:0.006738 +2026-02-11 09:09:06 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-20.25 total_reward_ma:-20.60 loss:0.9721 fps:177.5 +frame:7.00e+05 wall_t:3943 t:43750 epi:nan +opt_step:87250 lr:0.0003 alpha:0.006738 +2026-02-11 09:10:02 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-20.22 total_reward_ma:-20.59 loss:0.913 fps:177.5 +frame:7.10e+05 wall_t:3999 t:44375 epi:nan +opt_step:88500 lr:0.0003 alpha:0.006738 +2026-02-11 09:10:58 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-20.27 total_reward_ma:-20.59 loss:1.007 fps:177.6 +frame:7.20e+05 wall_t:4055 t:45000 epi:nan +opt_step:89750 lr:0.0003 alpha:0.006738 +2026-02-11 09:11:55 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-20.28 total_reward_ma:-20.58 loss:1.055 fps:177.6 +frame:7.30e+05 wall_t:4111 t:45625 epi:nan +opt_step:91000 lr:0.0003 alpha:0.006738 +2026-02-11 09:12:51 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-20.30 total_reward_ma:-20.58 loss:1.074 fps:177.6 +frame:7.40e+05 wall_t:4167 t:46250 epi:nan +opt_step:92250 lr:0.0003 alpha:0.006738 +2026-02-11 09:13:45 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-20.29 total_reward_ma:-20.57 loss:1.144 fps:177.6 +frame:7.50e+05 wall_t:4222 t:46875 epi:nan +opt_step:93500 lr:0.0003 alpha:0.006738 +2026-02-11 09:14:41 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-20.26 total_reward_ma:-20.57 loss:1.104 fps:177.7 +frame:7.60e+05 wall_t:4278 t:47500 epi:nan +opt_step:94750 lr:0.0003 alpha:0.006738 +2026-02-11 09:15:37 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-20.32 total_reward_ma:-20.57 loss:1.127 fps:177.7 +frame:7.70e+05 wall_t:4334 t:48125 epi:nan +opt_step:96000 lr:0.0003 alpha:0.006738 +2026-02-11 09:16:34 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-20.35 total_reward_ma:-20.56 loss:1.022 fps:177.7 +frame:7.80e+05 wall_t:4390 t:48750 epi:nan +opt_step:97250 lr:0.0003 alpha:0.006905 +2026-02-11 09:17:30 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-20.34 total_reward_ma:-20.56 loss:0.917 fps:177.6 +frame:7.90e+05 wall_t:4447 t:49375 epi:nan +opt_step:98500 lr:0.0003 alpha:0.006738 +2026-02-11 09:18:26 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-20.17 total_reward_ma:-20.56 loss:0.9435 fps:177.7 +frame:8.00e+05 wall_t:4503 t:50000 epi:nan +opt_step:99750 lr:0.0003 alpha:0.006738 +2026-02-11 09:19:22 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-20.04 total_reward_ma:-20.55 loss:0.8421 fps:177.7 +frame:8.10e+05 wall_t:4559 t:50625 epi:nan +opt_step:101000 lr:0.0003 alpha:0.006738 +2026-02-11 09:20:18 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-19.80 total_reward_ma:-20.54 loss:0.8139 fps:177.7 +frame:8.20e+05 wall_t:4614 t:51250 epi:nan +opt_step:102250 lr:0.0003 alpha:0.006738 +2026-02-11 09:21:13 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-19.55 total_reward_ma:-20.53 loss:0.667 fps:177.7 +frame:8.30e+05 wall_t:4670 t:51875 epi:nan +opt_step:103500 lr:0.0003 alpha:0.006738 +2026-02-11 09:22:08 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-19.31 total_reward_ma:-20.51 loss:0.6495 fps:177.8 +frame:8.40e+05 wall_t:4725 t:52500 epi:nan +opt_step:104750 lr:0.0003 alpha:0.006738 +2026-02-11 09:23:04 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-19.07 total_reward_ma:-20.50 loss:0.5278 fps:177.8 +frame:8.50e+05 wall_t:4780 t:53125 epi:nan +opt_step:106000 lr:0.0003 alpha:0.006738 +2026-02-11 09:23:59 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-18.65 total_reward_ma:-20.47 loss:0.3732 fps:177.8 +frame:8.60e+05 wall_t:4836 t:53750 epi:nan +opt_step:107250 lr:0.0003 alpha:0.006738 +2026-02-11 09:24:56 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-18.40 total_reward_ma:-20.45 loss:0.369 fps:177.8 +frame:8.70e+05 wall_t:4892 t:54375 epi:nan +opt_step:108500 lr:0.0003 alpha:0.006738 +2026-02-11 09:25:52 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-18.20 total_reward_ma:-20.42 loss:0.3369 fps:177.8 +frame:8.80e+05 wall_t:4949 t:55000 epi:nan +opt_step:109750 lr:0.0003 alpha:0.006738 +2026-02-11 09:26:48 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-17.85 total_reward_ma:-20.40 loss:0.2025 fps:177.8 +frame:8.90e+05 wall_t:5005 t:55625 epi:nan +opt_step:111000 lr:0.0003 alpha:0.006738 +2026-02-11 09:27:44 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-17.42 total_reward_ma:-20.36 loss:0.1105 fps:177.8 +frame:9.00e+05 wall_t:5061 t:56250 epi:nan +opt_step:112250 lr:0.0003 alpha:0.006738 +2026-02-11 09:28:40 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-17.15 total_reward_ma:-20.33 loss:0.06889 fps:177.8 +frame:9.10e+05 wall_t:5117 t:56875 epi:nan +opt_step:113500 lr:0.0003 alpha:0.006738 +2026-02-11 09:29:36 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-16.71 total_reward_ma:-20.29 loss:0.02549 fps:177.9 +frame:9.20e+05 wall_t:5172 t:57500 epi:nan +opt_step:114750 lr:0.0003 alpha:0.006738 +2026-02-11 09:30:31 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-16.33 total_reward_ma:-20.24 loss:-0.09643 fps:177.9 +frame:9.30e+05 wall_t:5228 t:58125 epi:nan +opt_step:116000 lr:0.0003 alpha:0.006738 +2026-02-11 09:31:27 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-15.83 total_reward_ma:-20.20 loss:-0.1239 fps:177.9 +frame:9.40e+05 wall_t:5284 t:58750 epi:nan +opt_step:117250 lr:0.0003 alpha:0.006738 +2026-02-11 09:32:24 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-15.72 total_reward_ma:-20.15 loss:-0.2537 fps:177.9 +frame:9.50e+05 wall_t:5340 t:59375 epi:nan +opt_step:118500 lr:0.0003 alpha:0.006738 +2026-02-11 09:33:20 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-15.02 total_reward_ma:-20.09 loss:-0.3489 fps:177.9 +frame:9.60e+05 wall_t:5397 t:60000 epi:nan +opt_step:119750 lr:0.0003 alpha:0.006738 +2026-02-11 09:34:17 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-14.34 total_reward_ma:-20.03 loss:-0.4217 fps:177.9 +frame:9.70e+05 wall_t:5453 t:60625 epi:nan +opt_step:121000 lr:0.0003 alpha:0.006738 +2026-02-11 09:35:14 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-13.93 total_reward_ma:-19.97 loss:-0.4596 fps:177.9 +frame:9.80e+05 wall_t:5510 t:61250 epi:nan +opt_step:122250 lr:0.0003 alpha:0.006738 +2026-02-11 09:36:10 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-13.39 total_reward_ma:-19.90 loss:-0.5034 fps:177.9 +frame:9.90e+05 wall_t:5566 t:61875 epi:nan +opt_step:123500 lr:0.0003 alpha:0.006738 +2026-02-11 09:37:06 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-13.06 total_reward_ma:-19.83 loss:-0.6295 fps:177.9 +frame:1.00e+06 wall_t:5622 t:62500 epi:nan +opt_step:124750 lr:0.0003 alpha:0.006738 +2026-02-11 09:38:02 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-12.74 total_reward_ma:-19.76 loss:-0.6809 fps:177.8 +frame:1.01e+06 wall_t:5679 t:63125 epi:nan +opt_step:126000 lr:0.0003 alpha:0.006738 +2026-02-11 09:38:58 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-12.10 total_reward_ma:-19.68 loss:-0.7327 fps:177.9 +frame:1.02e+06 wall_t:5735 t:63750 epi:nan +opt_step:127250 lr:0.0003 alpha:0.006738 +2026-02-11 09:39:54 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-11.71 total_reward_ma:-19.59 loss:-0.8002 fps:177.9 +frame:1.03e+06 wall_t:5791 t:64375 epi:nan +opt_step:128500 lr:0.0003 alpha:0.006739 +2026-02-11 09:40:49 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-11.29 total_reward_ma:-19.50 loss:-0.7397 fps:177.9 +frame:1.04e+06 wall_t:5846 t:65000 epi:nan +opt_step:129750 lr:0.0003 alpha:0.006738 +2026-02-11 09:41:45 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-10.97 total_reward_ma:-19.40 loss:-0.8839 fps:177.9 +frame:1.05e+06 wall_t:5902 t:65625 epi:nan +opt_step:131000 lr:0.0003 alpha:0.006738 +2026-02-11 09:42:42 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-10.51 total_reward_ma:-19.30 loss:-0.9628 fps:177.9 +frame:1.06e+06 wall_t:5958 t:66250 epi:nan +opt_step:132250 lr:0.0003 alpha:0.006738 +2026-02-11 09:43:37 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-10.44 total_reward_ma:-19.20 loss:-0.9246 fps:177.9 +frame:1.07e+06 wall_t:6014 t:66875 epi:nan +opt_step:133500 lr:0.0003 alpha:0.006738 +2026-02-11 09:44:33 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-9.46 total_reward_ma:-19.09 loss:-1 fps:178 +frame:1.08e+06 wall_t:6069 t:67500 epi:nan +opt_step:134750 lr:0.0003 alpha:0.006738 +2026-02-11 09:45:29 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-8.97 total_reward_ma:-18.98 loss:-1.085 fps:178 +frame:1.09e+06 wall_t:6125 t:68125 epi:nan +opt_step:136000 lr:0.0003 alpha:0.006738 +2026-02-11 09:46:24 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-8.79 total_reward_ma:-18.86 loss:-1.089 fps:178 +frame:1.10e+06 wall_t:6181 t:68750 epi:nan +opt_step:137250 lr:0.0003 alpha:0.006738 +2026-02-11 09:47:20 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-8.73 total_reward_ma:-18.75 loss:-1.14 fps:178 +frame:1.11e+06 wall_t:6237 t:69375 epi:nan +opt_step:138500 lr:0.0003 alpha:0.006738 +2026-02-11 09:48:16 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-8.38 total_reward_ma:-18.63 loss:-1.279 fps:178 +frame:1.12e+06 wall_t:6292 t:70000 epi:nan +opt_step:139750 lr:0.0003 alpha:0.006738 +2026-02-11 09:49:11 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-7.39 total_reward_ma:-18.50 loss:-1.294 fps:178 +frame:1.13e+06 wall_t:6348 t:70625 epi:nan +opt_step:141000 lr:0.0003 alpha:0.006742 +2026-02-11 09:50:06 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-6.93 total_reward_ma:-18.37 loss:-1.35 fps:178 +frame:1.14e+06 wall_t:6403 t:71250 epi:nan +opt_step:142250 lr:0.0003 alpha:0.006738 +2026-02-11 09:51:01 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-6.31 total_reward_ma:-18.23 loss:-1.312 fps:178.1 +frame:1.15e+06 wall_t:6457 t:71875 epi:nan +opt_step:143500 lr:0.0003 alpha:0.006738 +2026-02-11 09:51:57 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-5.85 total_reward_ma:-18.08 loss:-1.408 fps:178.1 +frame:1.16e+06 wall_t:6514 t:72500 epi:nan +opt_step:144750 lr:0.0003 alpha:0.006738 +2026-02-11 09:52:52 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-5.39 total_reward_ma:-17.93 loss:-1.383 fps:178.1 +frame:1.17e+06 wall_t:6569 t:73125 epi:nan +opt_step:146000 lr:0.0003 alpha:0.006738 +2026-02-11 09:53:47 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-4.58 total_reward_ma:-17.78 loss:-1.545 fps:178.1 +frame:1.18e+06 wall_t:6624 t:73750 epi:nan +opt_step:147250 lr:0.0003 alpha:0.006738 +2026-02-11 09:54:42 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-4.33 total_reward_ma:-17.62 loss:-1.508 fps:178.2 +frame:1.19e+06 wall_t:6679 t:74375 epi:nan +opt_step:148500 lr:0.0003 alpha:0.006738 +2026-02-11 09:55:38 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-3.81 total_reward_ma:-17.45 loss:-1.516 fps:178.2 +frame:1.20e+06 wall_t:6735 t:75000 epi:nan +opt_step:149750 lr:0.0003 alpha:0.006738 +2026-02-11 09:56:35 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-3.82 total_reward_ma:-17.29 loss:-1.557 fps:178.2 +frame:1.21e+06 wall_t:6792 t:75625 epi:nan +opt_step:151000 lr:0.0003 alpha:0.006738 +2026-02-11 09:57:31 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-2.90 total_reward_ma:-17.11 loss:-1.585 fps:178.2 +frame:1.22e+06 wall_t:6848 t:76250 epi:nan +opt_step:152250 lr:0.0003 alpha:0.006738 +2026-02-11 09:58:27 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-2.43 total_reward_ma:-16.93 loss:-1.659 fps:178.2 +frame:1.23e+06 wall_t:6904 t:76875 epi:nan +opt_step:153500 lr:0.0003 alpha:0.006738 +2026-02-11 09:59:22 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-1.58 total_reward_ma:-16.74 loss:-1.732 fps:178.2 +frame:1.24e+06 wall_t:6959 t:77500 epi:nan +opt_step:154750 lr:0.0003 alpha:0.006738 +2026-02-11 10:00:19 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-0.99 total_reward_ma:-16.55 loss:-1.769 fps:178.2 +frame:1.25e+06 wall_t:7016 t:78125 epi:nan +opt_step:156000 lr:0.0003 alpha:0.006738 +2026-02-11 10:01:14 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-0.76 total_reward_ma:-16.35 loss:-1.774 fps:178.2 +frame:1.26e+06 wall_t:7071 t:78750 epi:nan +opt_step:157250 lr:0.0003 alpha:0.006738 +2026-02-11 10:02:11 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-0.05 total_reward_ma:-16.14 loss:-1.802 fps:178.2 +frame:1.27e+06 wall_t:7127 t:79375 epi:nan +opt_step:158500 lr:0.0003 alpha:0.006738 +2026-02-11 10:03:07 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:0.38 total_reward_ma:-15.93 loss:-1.858 fps:178.2 +frame:1.28e+06 wall_t:7183 t:80000 epi:nan +opt_step:159750 lr:0.0003 alpha:0.006738 +2026-02-11 10:04:02 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:1.09 total_reward_ma:-15.71 loss:-1.825 fps:178.2 +frame:1.29e+06 wall_t:7239 t:80625 epi:nan +opt_step:161000 lr:0.0003 alpha:0.006738 +2026-02-11 10:04:59 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:1.37 total_reward_ma:-15.49 loss:-1.896 fps:178.2 +frame:1.30e+06 wall_t:7295 t:81250 epi:nan +opt_step:162250 lr:0.0003 alpha:0.006738 +2026-02-11 10:05:55 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:1.71 total_reward_ma:-15.26 loss:-1.921 fps:178.2 +frame:1.31e+06 wall_t:7352 t:81875 epi:nan +opt_step:163500 lr:0.0003 alpha:0.006738 +2026-02-11 10:06:50 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:2.18 total_reward_ma:-15.03 loss:-1.947 fps:178.2 +frame:1.32e+06 wall_t:7407 t:82500 epi:nan +opt_step:164750 lr:0.0003 alpha:0.006738 +2026-02-11 10:07:47 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:2.67 total_reward_ma:-14.79 loss:-1.935 fps:178.2 +frame:1.33e+06 wall_t:7463 t:83125 epi:nan +opt_step:166000 lr:0.0003 alpha:0.006738 +2026-02-11 10:08:42 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:2.67 total_reward_ma:-14.55 loss:-1.942 fps:178.2 +frame:1.34e+06 wall_t:7519 t:83750 epi:nan +opt_step:167250 lr:0.0003 alpha:0.006738 +2026-02-11 10:09:38 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:2.96 total_reward_ma:-14.31 loss:-1.999 fps:178.2 +frame:1.35e+06 wall_t:7575 t:84375 epi:nan +opt_step:168500 lr:0.0003 alpha:0.006738 +2026-02-11 10:10:35 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:3.31 total_reward_ma:-14.07 loss:-2.013 fps:178.2 +frame:1.36e+06 wall_t:7631 t:85000 epi:nan +opt_step:169750 lr:0.0003 alpha:0.006738 +2026-02-11 10:11:31 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:4.00 total_reward_ma:-13.82 loss:-2.038 fps:178.2 +frame:1.37e+06 wall_t:7687 t:85625 epi:nan +opt_step:171000 lr:0.0003 alpha:0.006738 +2026-02-11 10:12:26 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:4.19 total_reward_ma:-13.57 loss:-2.019 fps:178.2 +frame:1.38e+06 wall_t:7743 t:86250 epi:nan +opt_step:172250 lr:0.0003 alpha:0.006738 +2026-02-11 10:13:22 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:4.19 total_reward_ma:-13.32 loss:-2.063 fps:178.3 +frame:1.39e+06 wall_t:7798 t:86875 epi:nan +opt_step:173500 lr:0.0003 alpha:0.006738 +2026-02-11 10:14:18 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:4.99 total_reward_ma:-13.06 loss:-2.166 fps:178.3 +frame:1.40e+06 wall_t:7854 t:87500 epi:nan +opt_step:174750 lr:0.0003 alpha:0.006738 +2026-02-11 10:15:14 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:5.67 total_reward_ma:-12.79 loss:-2.117 fps:178.2 +frame:1.41e+06 wall_t:7911 t:88125 epi:nan +opt_step:176000 lr:0.0003 alpha:0.006738 +2026-02-11 10:16:10 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:6.04 total_reward_ma:-12.52 loss:-2.062 fps:178.2 +frame:1.42e+06 wall_t:7967 t:88750 epi:nan +opt_step:177250 lr:0.0003 alpha:0.006738 +2026-02-11 10:17:07 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:6.18 total_reward_ma:-12.25 loss:-2.152 fps:178.2 +frame:1.43e+06 wall_t:8024 t:89375 epi:nan +opt_step:178500 lr:0.0003 alpha:0.006738 +2026-02-11 10:18:03 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:6.77 total_reward_ma:-11.98 loss:-2.144 fps:178.2 +frame:1.44e+06 wall_t:8080 t:90000 epi:nan +opt_step:179750 lr:0.0003 alpha:0.006738 +2026-02-11 10:18:59 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:7.37 total_reward_ma:-11.70 loss:-2.203 fps:178.2 +frame:1.45e+06 wall_t:8136 t:90625 epi:nan +opt_step:181000 lr:0.0003 alpha:0.006738 +2026-02-11 10:19:55 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:7.56 total_reward_ma:-11.41 loss:-2.208 fps:178.2 +frame:1.46e+06 wall_t:8191 t:91250 epi:nan +opt_step:182250 lr:0.0003 alpha:0.006738 +2026-02-11 10:20:50 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:8.13 total_reward_ma:-11.13 loss:-2.133 fps:178.2 +frame:1.47e+06 wall_t:8247 t:91875 epi:nan +opt_step:183500 lr:0.0003 alpha:0.006738 +2026-02-11 10:21:46 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:8.86 total_reward_ma:-10.83 loss:-2.221 fps:178.3 +frame:1.48e+06 wall_t:8302 t:92500 epi:nan +opt_step:184750 lr:0.0003 alpha:0.006738 +2026-02-11 10:22:42 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:9.03 total_reward_ma:-10.53 loss:-2.223 fps:178.3 +frame:1.49e+06 wall_t:8359 t:93125 epi:nan +opt_step:186000 lr:0.0003 alpha:0.006738 +2026-02-11 10:23:37 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:9.26 total_reward_ma:-10.24 loss:-2.212 fps:178.3 +frame:1.50e+06 wall_t:8414 t:93750 epi:nan +opt_step:187250 lr:0.0003 alpha:0.006738 +2026-02-11 10:24:33 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:9.74 total_reward_ma:-9.93 loss:-2.339 fps:178.3 +frame:1.51e+06 wall_t:8470 t:94375 epi:nan +opt_step:188500 lr:0.0003 alpha:0.006738 +2026-02-11 10:25:29 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:10.11 total_reward_ma:-9.63 loss:-2.253 fps:178.3 +frame:1.52e+06 wall_t:8525 t:95000 epi:nan +opt_step:189750 lr:0.0003 alpha:0.006738 +2026-02-11 10:26:24 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:10.24 total_reward_ma:-9.32 loss:-2.319 fps:178.3 +frame:1.53e+06 wall_t:8581 t:95625 epi:nan +opt_step:191000 lr:0.0003 alpha:0.006738 +2026-02-11 10:27:20 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:10.41 total_reward_ma:-9.01 loss:-2.173 fps:178.3 +frame:1.54e+06 wall_t:8637 t:96250 epi:nan +opt_step:192250 lr:0.0003 alpha:0.006738 +2026-02-11 10:28:15 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:11.34 total_reward_ma:-8.69 loss:-2.372 fps:178.3 +frame:1.55e+06 wall_t:8691 t:96875 epi:nan +opt_step:193500 lr:0.0003 alpha:0.006738 +2026-02-11 10:29:10 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:11.58 total_reward_ma:-8.37 loss:-2.323 fps:178.3 +frame:1.56e+06 wall_t:8747 t:97500 epi:nan +opt_step:194750 lr:0.0003 alpha:0.006738 +2026-02-11 10:30:06 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:11.85 total_reward_ma:-8.04 loss:-2.325 fps:178.3 +frame:1.57e+06 wall_t:8803 t:98125 epi:nan +opt_step:196000 lr:0.0003 alpha:0.006738 +2026-02-11 10:31:01 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:12.57 total_reward_ma:-7.71 loss:-2.335 fps:178.4 +frame:1.58e+06 wall_t:8858 t:98750 epi:nan +opt_step:197250 lr:0.0003 alpha:0.006738 +2026-02-11 10:31:57 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:12.79 total_reward_ma:-7.38 loss:-2.37 fps:178.4 +frame:1.59e+06 wall_t:8914 t:99375 epi:nan +opt_step:198500 lr:0.0003 alpha:0.006738 +2026-02-11 10:32:53 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:12.83 total_reward_ma:-7.04 loss:-2.308 fps:178.4 +frame:1.60e+06 wall_t:8970 t:100000 epi:nan +opt_step:199750 lr:0.0003 alpha:0.006738 +2026-02-11 10:33:49 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:13.55 total_reward_ma:-6.70 loss:-2.36 fps:178.4 +frame:1.61e+06 wall_t:9026 t:100625 epi:nan +opt_step:201000 lr:0.0003 alpha:0.006738 +2026-02-11 10:34:45 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:13.90 total_reward_ma:-6.36 loss:-2.333 fps:178.4 +frame:1.62e+06 wall_t:9082 t:101250 epi:nan +opt_step:202250 lr:0.0003 alpha:0.006738 +2026-02-11 10:35:41 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:13.92 total_reward_ma:-6.01 loss:-2.348 fps:178.4 +frame:1.63e+06 wall_t:9137 t:101875 epi:nan +opt_step:203500 lr:0.0003 alpha:0.006738 +2026-02-11 10:36:37 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:14.06 total_reward_ma:-5.67 loss:-2.404 fps:178.4 +frame:1.64e+06 wall_t:9193 t:102500 epi:nan +opt_step:204750 lr:0.0003 alpha:0.006738 +2026-02-11 10:37:31 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:14.14 total_reward_ma:-5.32 loss:-2.479 fps:178.4 +frame:1.65e+06 wall_t:9248 t:103125 epi:nan +opt_step:206000 lr:0.0003 alpha:0.006738 +2026-02-11 10:38:27 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:14.24 total_reward_ma:-4.97 loss:-2.361 fps:178.4 +frame:1.66e+06 wall_t:9304 t:103750 epi:nan +opt_step:207250 lr:0.0003 alpha:0.006738 +2026-02-11 10:39:22 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:14.27 total_reward_ma:-4.63 loss:-2.41 fps:178.4 +frame:1.67e+06 wall_t:9359 t:104375 epi:nan +opt_step:208500 lr:0.0003 alpha:0.006738 +2026-02-11 10:40:18 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:14.61 total_reward_ma:-4.28 loss:-2.288 fps:178.4 +frame:1.68e+06 wall_t:9415 t:105000 epi:nan +opt_step:209750 lr:0.0003 alpha:0.006738 +2026-02-11 10:41:13 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:14.66 total_reward_ma:-3.93 loss:-2.422 fps:178.5 +frame:1.69e+06 wall_t:9470 t:105625 epi:nan +opt_step:211000 lr:0.0003 alpha:0.006738 +2026-02-11 10:42:09 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:14.62 total_reward_ma:-3.58 loss:-2.284 fps:178.5 +frame:1.70e+06 wall_t:9525 t:106250 epi:nan +opt_step:212250 lr:0.0003 alpha:0.006738 +2026-02-11 10:43:05 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:14.95 total_reward_ma:-3.23 loss:-2.374 fps:178.5 +frame:1.71e+06 wall_t:9581 t:106875 epi:nan +opt_step:213500 lr:0.0003 alpha:0.006738 +2026-02-11 10:44:00 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:15.01 total_reward_ma:-2.87 loss:-2.383 fps:178.5 +frame:1.72e+06 wall_t:9637 t:107500 epi:nan +opt_step:214750 lr:0.0003 alpha:0.006738 +2026-02-11 10:44:56 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:14.98 total_reward_ma:-2.52 loss:-2.338 fps:178.5 +frame:1.73e+06 wall_t:9693 t:108125 epi:nan +opt_step:216000 lr:0.0003 alpha:0.006738 +2026-02-11 10:45:51 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:15.05 total_reward_ma:-2.17 loss:-2.324 fps:178.5 +frame:1.74e+06 wall_t:9748 t:108750 epi:nan +opt_step:217250 lr:0.0003 alpha:0.006738 +2026-02-11 10:46:48 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:15.02 total_reward_ma:-1.81 loss:-2.368 fps:178.5 +frame:1.75e+06 wall_t:9804 t:109375 epi:nan +opt_step:218500 lr:0.0003 alpha:0.006738 +2026-02-11 10:47:43 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:15.15 total_reward_ma:-1.46 loss:-2.489 fps:178.5 +frame:1.76e+06 wall_t:9860 t:110000 epi:nan +opt_step:219750 lr:0.0003 alpha:0.006738 +2026-02-11 10:48:38 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:15.14 total_reward_ma:-1.11 loss:-2.334 fps:178.5 +frame:1.77e+06 wall_t:9915 t:110625 epi:nan +opt_step:221000 lr:0.0003 alpha:0.006738 +2026-02-11 10:49:34 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:15.28 total_reward_ma:-0.75 loss:-2.324 fps:178.5 +frame:1.78e+06 wall_t:9971 t:111250 epi:nan +opt_step:222250 lr:0.0003 alpha:0.006738 +2026-02-11 10:50:30 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:15.32 total_reward_ma:-0.39 loss:-2.343 fps:178.5 +frame:1.79e+06 wall_t:10027 t:111875 epi:nan +opt_step:223500 lr:0.0003 alpha:0.006738 +2026-02-11 10:51:26 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:15.29 total_reward_ma:-0.04 loss:-2.336 fps:178.5 +frame:1.80e+06 wall_t:10082 t:112500 epi:nan +opt_step:224750 lr:0.0003 alpha:0.006738 +2026-02-11 10:52:22 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:15.25 total_reward_ma:0.32 loss:-2.365 fps:178.5 +frame:1.81e+06 wall_t:10139 t:113125 epi:nan +opt_step:226000 lr:0.0003 alpha:0.006738 +2026-02-11 10:53:18 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:15.33 total_reward_ma:0.67 loss:-2.273 fps:178.5 +frame:1.82e+06 wall_t:10195 t:113750 epi:nan +opt_step:227250 lr:0.0003 alpha:0.006738 +2026-02-11 10:54:15 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:15.31 total_reward_ma:1.01 loss:-2.317 fps:178.5 +frame:1.83e+06 wall_t:10251 t:114375 epi:nan +opt_step:228500 lr:0.0003 alpha:0.006738 +2026-02-11 10:55:10 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:15.28 total_reward_ma:1.36 loss:-2.328 fps:178.5 +frame:1.84e+06 wall_t:10307 t:115000 epi:nan +opt_step:229750 lr:0.0003 alpha:0.006738 +2026-02-11 10:56:08 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:15.35 total_reward_ma:1.71 loss:-2.269 fps:178.5 +frame:1.85e+06 wall_t:10364 t:115625 epi:nan +opt_step:231000 lr:0.0003 alpha:0.006738 +2026-02-11 10:57:03 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:15.50 total_reward_ma:2.05 loss:-2.258 fps:178.5 +frame:1.86e+06 wall_t:10419 t:116250 epi:nan +opt_step:232250 lr:0.0003 alpha:0.006738 +2026-02-11 10:57:59 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:15.60 total_reward_ma:2.39 loss:-2.247 fps:178.5 +frame:1.87e+06 wall_t:10475 t:116875 epi:nan +opt_step:233500 lr:0.0003 alpha:0.006738 +2026-02-11 10:58:54 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:15.66 total_reward_ma:2.73 loss:-2.387 fps:178.5 +frame:1.88e+06 wall_t:10531 t:117500 epi:nan +opt_step:234750 lr:0.0003 alpha:0.006738 +2026-02-11 10:59:51 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:15.68 total_reward_ma:3.06 loss:-2.348 fps:178.5 +frame:1.89e+06 wall_t:10587 t:118125 epi:nan +opt_step:236000 lr:0.0003 alpha:0.006738 +2026-02-11 11:00:47 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:15.76 total_reward_ma:3.39 loss:-2.201 fps:178.5 +frame:1.90e+06 wall_t:10643 t:118750 epi:nan +opt_step:237250 lr:0.0003 alpha:0.006738 +2026-02-11 11:01:42 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:15.89 total_reward_ma:3.72 loss:-2.358 fps:178.5 +frame:1.91e+06 wall_t:10698 t:119375 epi:nan +opt_step:238500 lr:0.0003 alpha:0.006738 +2026-02-11 11:02:37 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:15.82 total_reward_ma:4.05 loss:-2.274 fps:178.6 +frame:1.92e+06 wall_t:10753 t:120000 epi:nan +opt_step:239750 lr:0.0003 alpha:0.006738 +2026-02-11 11:03:33 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:16.00 total_reward_ma:4.37 loss:-2.309 fps:178.5 +frame:1.93e+06 wall_t:10810 t:120625 epi:nan +opt_step:241000 lr:0.0003 alpha:0.006738 +2026-02-11 11:04:30 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:16.04 total_reward_ma:4.69 loss:-2.262 fps:178.5 +frame:1.94e+06 wall_t:10866 t:121250 epi:nan +opt_step:242250 lr:0.0003 alpha:0.006738 +2026-02-11 11:05:25 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:15.98 total_reward_ma:5.01 loss:-2.306 fps:178.5 +frame:1.95e+06 wall_t:10922 t:121875 epi:nan +opt_step:243500 lr:0.0003 alpha:0.006738 +2026-02-11 11:06:19 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:16.14 total_reward_ma:5.32 loss:-2.33 fps:178.6 +frame:1.96e+06 wall_t:10976 t:122500 epi:nan +opt_step:244750 lr:0.0003 alpha:0.006738 +2026-02-11 11:07:14 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:16.11 total_reward_ma:5.62 loss:-2.34 fps:178.6 +frame:1.97e+06 wall_t:11030 t:123125 epi:nan +opt_step:246000 lr:0.0003 alpha:0.006738 +2026-02-11 11:08:09 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:16.00 total_reward_ma:5.92 loss:-2.228 fps:178.6 +frame:1.98e+06 wall_t:11085 t:123750 epi:nan +opt_step:247250 lr:0.0003 alpha:0.006738 +2026-02-11 11:09:04 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:15.86 total_reward_ma:6.21 loss:-2.379 fps:178.6 +frame:1.99e+06 wall_t:11141 t:124375 epi:nan +opt_step:248500 lr:0.0003 alpha:0.006738 +2026-02-11 11:09:58 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:15.87 total_reward_ma:6.50 loss:-2.366 fps:178.7 +frame:2.00e+06 wall_t:11195 t:125000 epi:nan +opt_step:249750 lr:0.0003 alpha:0.006738 +2026-02-11 11:09:59 | INFO | PID:1372 | slm_lab.lib.logger:info | Session 3 done diff --git a/data/sac_atari_pong_2026_02_11_080315/sac_atari_pong_spec.json b/data/sac_atari_pong_2026_02_11_080315/sac_atari_pong_spec.json new file mode 100644 index 0000000000000000000000000000000000000000..a276f9d1bea946adc874b1bba2261cfe53487e17 --- /dev/null +++ b/data/sac_atari_pong_2026_02_11_080315/sac_atari_pong_spec.json @@ -0,0 +1,98 @@ +{ + "agent": { + "name": "SoftActorCritic", + "algorithm": { + "name": "SoftActorCritic", + "action_pdtype": "Categorical", + "action_policy": "default", + "gamma": 0.99, + "training_start_step": 2000, + "training_frequency": 4, + "training_iter": 2 + }, + "memory": { + "name": "Replay", + "batch_size": 256, + "max_size": 200000, + "use_cer": false + }, + "net": { + "type": "ConvNet", + "shared": false, + "conv_hid_layers": [ + [ + 32, + 8, + 4, + 0, + 1 + ], + [ + 64, + 4, + 2, + 0, + 1 + ], + [ + 64, + 3, + 1, + 0, + 1 + ] + ], + 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"stability": 0.9991499185562134, + "consistency": 0.6960124969482422 +} \ No newline at end of file diff --git a/data/sac_atari_pong_2026_02_12_231240/log/sac_atari_pong_t0.log b/data/sac_atari_pong_2026_02_12_231240/log/sac_atari_pong_t0.log new file mode 100644 index 0000000000000000000000000000000000000000..9b181d8ca381348570d36c139980e7cb52c1197c --- /dev/null +++ b/data/sac_atari_pong_2026_02_12_231240/log/sac_atari_pong_t0.log @@ -0,0 +1,5 @@ +2026-02-13 03:26:11 | INFO | PID:1245 | slm_lab.lib.logger:info | trial_metrics: frame:2.00e+06 | total_reward_ma:12.14 | strength:18.71 | max_strength:34.8 | final_strength:34.72 | sample_efficiency:7.453e-07 | training_efficiency:3.978e-06 | stability:0.9991 | consistency:0.696 +2026-02-13 03:26:11 | INFO | PID:1245 | slm_lab.lib.logger:info | Trial 0 done +2026-02-13 03:26:11 | INFO | PID:1245 | slm_lab.cli.main:run_spec | Output: data/sac_atari_pong_2026_02_12_231240 +2026-02-13 03:26:11 | INFO | PID:1245 | slm_lab.lib.hf:cleanup_models | Cleanup saved 309.2 MB +2026-02-13 03:26:12 | INFO | PID:1245 | slm_lab.lib.hf:upload | Uploading data/sac_atari_pong_2026_02_12_231240 to SLM-Lab/benchmark-dev/data/sac_atari_pong_2026_02_12_231240... diff --git a/data/sac_atari_pong_2026_02_12_231240/log/sac_atari_pong_t0_s0.log b/data/sac_atari_pong_2026_02_12_231240/log/sac_atari_pong_t0_s0.log new file mode 100644 index 0000000000000000000000000000000000000000..c317d330f76d0c032440dca74017a8fc2f8eeacf --- /dev/null +++ b/data/sac_atari_pong_2026_02_12_231240/log/sac_atari_pong_t0_s0.log @@ -0,0 +1,982 @@ +2026-02-12 23:12:46 | INFO | PID:1374 | slm_lab.env:_make_vector_env | AtariVectorEnv: 16 envs, native preprocessing +2026-02-12 23:13:24 | INFO | PID:1374 | slm_lab.lib.perf:log_perf_setup | Performance setup: +Platform: GPU NVIDIA RTX A4500 (compute 8.6) +• GPU cuDNN benchmark: enabled +• GPU memory management: enabled +• GPU TF32 acceleration: enabled +2026-02-12 23:13:25 | INFO | PID:1374 | slm_lab.lib.logger:info | SoftActorCritic: +algorithm_spec: + name: SoftActorCritic + action_pdtype: Categorical + action_policy: default + gamma: 0.99 + training_start_step: 1000 + training_frequency: 4 + training_iter: 3 +name: SoftActorCritic +memory_spec: + name: Replay + batch_size: 256 + max_size: 200000 + use_cer: false +action_pdtype: Categorical +training_iter: 3 +training_start_step: 1000 +policy_delay: 1 +entropy_penalty_coef: 0.0 +gamma: 0.99 +training_frequency: 4 +to_train: 0 +_train_step: 0 +shared: False +net: (device:cuda:0) ConvNet( + (conv_model): Sequential( + (0): Conv2d(4, 32, kernel_size=(8, 8), stride=(4, 4)) + (1): ReLU() + (2): Conv2d(32, 64, kernel_size=(4, 4), stride=(2, 2)) + (3): ReLU() + (4): Conv2d(64, 64, kernel_size=(3, 3), stride=(1, 1)) + (5): ReLU() + ) + (fc_model): Sequential( + (0): Linear(in_features=3136, out_features=512, bias=True) + (1): ReLU() + ) + (tails): Sequential( + (0): Linear(in_features=512, out_features=6, bias=True) + ) + (loss_fn): SmoothL1Loss() +) +optim: AdamW ( +Parameter Group 0 + amsgrad: False + betas: (0.9, 0.999) + capturable: False + decoupled_weight_decay: True + differentiable: False + eps: 0.0001 + foreach: None + fused: None + lr: 0.0003 + maximize: False + weight_decay: 0.01 +) +q1_net: (device:cuda:0) ConvNet( + (conv_model): Sequential( + (0): Conv2d(4, 32, kernel_size=(8, 8), stride=(4, 4)) + (1): ReLU() + (2): Conv2d(32, 64, kernel_size=(4, 4), stride=(2, 2)) + (3): ReLU() + (4): Conv2d(64, 64, kernel_size=(3, 3), stride=(1, 1)) + (5): ReLU() + ) + (fc_model): Sequential( + (0): Linear(in_features=3136, out_features=512, bias=True) + (1): ReLU() + ) + (tails): Sequential( + (0): Linear(in_features=512, out_features=6, bias=True) + ) + (loss_fn): SmoothL1Loss() +) +target_q1_net: (device:cuda:0) ConvNet( + (conv_model): Sequential( + (0): Conv2d(4, 32, kernel_size=(8, 8), stride=(4, 4)) + (1): ReLU() + (2): Conv2d(32, 64, kernel_size=(4, 4), stride=(2, 2)) + (3): ReLU() + (4): Conv2d(64, 64, kernel_size=(3, 3), stride=(1, 1)) + (5): ReLU() + ) + (fc_model): Sequential( + (0): Linear(in_features=3136, out_features=512, bias=True) + (1): ReLU() + ) + (tails): Sequential( + (0): Linear(in_features=512, out_features=6, bias=True) + ) + (loss_fn): SmoothL1Loss() +) +q1_optim: AdamW ( +Parameter Group 0 + amsgrad: False + betas: (0.9, 0.999) + capturable: False + decoupled_weight_decay: True + differentiable: False + eps: 0.0001 + foreach: None + fused: None + lr: 0.0003 + maximize: False + weight_decay: 0.01 +) +q2_net: (device:cuda:0) ConvNet( + (conv_model): Sequential( + (0): Conv2d(4, 32, kernel_size=(8, 8), stride=(4, 4)) + (1): ReLU() + (2): Conv2d(32, 64, kernel_size=(4, 4), stride=(2, 2)) + (3): ReLU() + (4): Conv2d(64, 64, kernel_size=(3, 3), stride=(1, 1)) + (5): ReLU() + ) + (fc_model): Sequential( + (0): Linear(in_features=3136, out_features=512, bias=True) + (1): ReLU() + ) + (tails): Sequential( + (0): Linear(in_features=512, out_features=6, bias=True) + ) + (loss_fn): SmoothL1Loss() +) +target_q2_net: (device:cuda:0) ConvNet( + (conv_model): Sequential( + (0): Conv2d(4, 32, kernel_size=(8, 8), stride=(4, 4)) + (1): ReLU() + (2): Conv2d(32, 64, kernel_size=(4, 4), stride=(2, 2)) + (3): ReLU() + (4): Conv2d(64, 64, kernel_size=(3, 3), stride=(1, 1)) + (5): ReLU() + ) + (fc_model): Sequential( + (0): Linear(in_features=3136, out_features=512, bias=True) + (1): ReLU() + ) + (tails): Sequential( + (0): Linear(in_features=512, out_features=6, bias=True) + ) + (loss_fn): SmoothL1Loss() +) +q2_optim: AdamW ( +Parameter Group 0 + amsgrad: False + betas: (0.9, 0.999) + capturable: False + decoupled_weight_decay: True + differentiable: False + eps: 0.0001 + foreach: None + fused: None + lr: 0.0003 + maximize: False + weight_decay: 0.01 +) +net_names: ['net', 'q1_net', 'target_q1_net', 'q2_net', 'target_q2_net'] +target_entropy: 1.0750556815368328 +log_alpha: tensor([0.], device='cuda:0', requires_grad=True) +alpha: tensor([1.], device='cuda:0') +alpha_optim: AdamW ( +Parameter Group 0 + amsgrad: False + betas: (0.9, 0.999) + capturable: False + decoupled_weight_decay: True + differentiable: False + eps: 0.0001 + foreach: None + fused: None + lr: 0.0003 + maximize: False + weight_decay: 0.01 +) +2026-02-12 23:14:38 | INFO | PID:1374 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:nan total_reward_ma:nan loss:-13 fps:90.91 +frame:1.00e+04 wall_t:110 t:625 epi:nan +opt_step:1689 lr:0.0003 alpha:0.6306 +2026-02-12 23:15:54 | INFO | PID:1374 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-20.25 total_reward_ma:-20.25 loss:-19 fps:107.5 +frame:2.00e+04 wall_t:186 t:1250 epi:nan +opt_step:3564 lr:0.0003 alpha:0.4032 +2026-02-12 23:17:10 | INFO | PID:1374 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-20.33 total_reward_ma:-20.29 loss:-21.39 fps:114.5 +frame:3.00e+04 wall_t:262 t:1875 epi:nan +opt_step:5439 lr:0.0003 alpha:0.2641 +2026-02-12 23:18:28 | INFO | PID:1374 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-20.24 total_reward_ma:-20.28 loss:-22.67 fps:117.6 +frame:4.00e+04 wall_t:340 t:2500 epi:nan +opt_step:7314 lr:0.0003 alpha:0.1744 +2026-02-12 23:19:44 | INFO | PID:1374 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-20.33 total_reward_ma:-20.29 loss:-22.2 fps:120.5 +frame:5.00e+04 wall_t:415 t:3125 epi:nan +opt_step:9189 lr:0.0003 alpha:0.1156 +2026-02-12 23:21:00 | INFO | PID:1374 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-20.32 total_reward_ma:-20.29 loss:-21.72 fps:122.2 +frame:6.00e+04 wall_t:491 t:3750 epi:nan +opt_step:11064 lr:0.0003 alpha:0.07679 +2026-02-12 23:22:16 | INFO | PID:1374 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-20.33 total_reward_ma:-20.30 loss:-20.27 fps:123.5 +frame:7.00e+04 wall_t:567 t:4375 epi:nan +opt_step:12939 lr:0.0003 alpha:0.05111 +2026-02-12 23:23:31 | INFO | PID:1374 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-20.33 total_reward_ma:-20.30 loss:-19.16 fps:124.4 +frame:8.00e+04 wall_t:643 t:5000 epi:nan +opt_step:14814 lr:0.0003 alpha:0.03408 +2026-02-12 23:24:47 | INFO | PID:1374 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-20.37 total_reward_ma:-20.31 loss:-17.5 fps:125.2 +frame:9.00e+04 wall_t:719 t:5625 epi:nan +opt_step:16689 lr:0.0003 alpha:0.02277 +2026-02-12 23:26:03 | INFO | PID:1374 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-20.37 total_reward_ma:-20.32 loss:-16.3 fps:125.8 +frame:1.00e+05 wall_t:795 t:6250 epi:nan +opt_step:18564 lr:0.0003 alpha:0.01525 +2026-02-12 23:27:20 | INFO | PID:1374 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-20.30 total_reward_ma:-20.32 loss:-14.69 fps:126.3 +frame:1.10e+05 wall_t:871 t:6875 epi:nan +opt_step:20439 lr:0.0003 alpha:0.01024 +2026-02-12 23:28:36 | INFO | PID:1374 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-20.42 total_reward_ma:-20.33 loss:-13.39 fps:126.7 +frame:1.20e+05 wall_t:947 t:7500 epi:nan +opt_step:22314 lr:0.0003 alpha:0.02074 +2026-02-12 23:29:51 | INFO | PID:1374 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-20.50 total_reward_ma:-20.34 loss:-12.17 fps:127.1 +frame:1.30e+05 wall_t:1023 t:8125 epi:nan +opt_step:24189 lr:0.0003 alpha:0.02857 +2026-02-12 23:31:07 | INFO | PID:1374 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-20.53 total_reward_ma:-20.36 loss:-11.3 fps:127.5 +frame:1.40e+05 wall_t:1098 t:8750 epi:nan +opt_step:26064 lr:0.0003 alpha:0.0187 +2026-02-12 23:32:22 | INFO | PID:1374 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-20.50 total_reward_ma:-20.37 loss:-10.17 fps:127.8 +frame:1.50e+05 wall_t:1174 t:9375 epi:nan +opt_step:27939 lr:0.0003 alpha:0.01251 +2026-02-12 23:33:39 | INFO | PID:1374 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-20.47 total_reward_ma:-20.37 loss:-9.395 fps:128 +frame:1.60e+05 wall_t:1250 t:10000 epi:nan +opt_step:29814 lr:0.0003 alpha:0.008426 +2026-02-12 23:34:55 | INFO | PID:1374 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-20.44 total_reward_ma:-20.38 loss:-8.484 fps:128.2 +frame:1.70e+05 wall_t:1326 t:10625 epi:nan +opt_step:31689 lr:0.0003 alpha:0.006738 +2026-02-12 23:36:11 | INFO | PID:1374 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-20.46 total_reward_ma:-20.38 loss:-7.703 fps:128.3 +frame:1.80e+05 wall_t:1403 t:11250 epi:nan +opt_step:33564 lr:0.0003 alpha:0.006738 +2026-02-12 23:37:27 | INFO | PID:1374 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-20.48 total_reward_ma:-20.39 loss:-6.947 fps:128.6 +frame:1.90e+05 wall_t:1478 t:11875 epi:nan +opt_step:35439 lr:0.0003 alpha:0.006738 +2026-02-12 23:38:43 | INFO | PID:1374 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-20.56 total_reward_ma:-20.40 loss:-6.17 fps:128.6 +frame:2.00e+05 wall_t:1555 t:12500 epi:nan +opt_step:37314 lr:0.0003 alpha:0.006738 +2026-02-12 23:39:59 | INFO | PID:1374 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-20.56 total_reward_ma:-20.40 loss:-5.555 fps:128.8 +frame:2.10e+05 wall_t:1631 t:13125 epi:nan +opt_step:39189 lr:0.0003 alpha:0.006738 +2026-02-12 23:41:15 | INFO | PID:1374 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-20.57 total_reward_ma:-20.41 loss:-4.92 fps:128.9 +frame:2.20e+05 wall_t:1707 t:13750 epi:nan +opt_step:41064 lr:0.0003 alpha:0.006738 +2026-02-12 23:42:31 | INFO | PID:1374 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-20.67 total_reward_ma:-20.42 loss:-4.297 fps:129 +frame:2.30e+05 wall_t:1783 t:14375 epi:nan +opt_step:42939 lr:0.0003 alpha:0.006738 +2026-02-12 23:43:48 | INFO | PID:1374 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-20.73 total_reward_ma:-20.44 loss:-3.854 fps:129.1 +frame:2.40e+05 wall_t:1859 t:15000 epi:nan +opt_step:44814 lr:0.0003 alpha:0.006738 +2026-02-12 23:45:04 | INFO | PID:1374 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-20.78 total_reward_ma:-20.45 loss:-3.377 fps:129.2 +frame:2.50e+05 wall_t:1935 t:15625 epi:nan +opt_step:46689 lr:0.0003 alpha:0.006738 +2026-02-12 23:46:20 | INFO | PID:1374 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-20.81 total_reward_ma:-20.47 loss:-3.002 fps:129.2 +frame:2.60e+05 wall_t:2012 t:16250 epi:nan +opt_step:48564 lr:0.0003 alpha:0.006738 +2026-02-12 23:47:37 | INFO | PID:1374 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-20.78 total_reward_ma:-20.48 loss:-2.667 fps:129.3 +frame:2.70e+05 wall_t:2088 t:16875 epi:nan +opt_step:50439 lr:0.0003 alpha:0.006738 +2026-02-12 23:48:52 | INFO | PID:1374 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-20.78 total_reward_ma:-20.49 loss:-2.325 fps:129.4 +frame:2.80e+05 wall_t:2164 t:17500 epi:nan +opt_step:52314 lr:0.0003 alpha:0.006738 +2026-02-12 23:50:08 | INFO | PID:1374 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-20.73 total_reward_ma:-20.50 loss:-2.104 fps:129.5 +frame:2.90e+05 wall_t:2240 t:18125 epi:nan +opt_step:54189 lr:0.0003 alpha:0.006738 +2026-02-12 23:51:23 | INFO | PID:1374 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-20.67 total_reward_ma:-20.50 loss:-1.754 fps:129.6 +frame:3.00e+05 wall_t:2315 t:18750 epi:nan +opt_step:56064 lr:0.0003 alpha:0.006738 +2026-02-12 23:52:39 | INFO | PID:1374 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-20.60 total_reward_ma:-20.51 loss:-1.463 fps:129.7 +frame:3.10e+05 wall_t:2391 t:19375 epi:nan +opt_step:57939 lr:0.0003 alpha:0.006738 +2026-02-12 23:53:55 | INFO | PID:1374 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-20.51 total_reward_ma:-20.51 loss:-1.282 fps:129.7 +frame:3.20e+05 wall_t:2467 t:20000 epi:nan +opt_step:59814 lr:0.0003 alpha:0.006738 +2026-02-12 23:55:11 | INFO | PID:1374 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-20.50 total_reward_ma:-20.51 loss:-0.9837 fps:129.8 +frame:3.30e+05 wall_t:2542 t:20625 epi:nan +opt_step:61689 lr:0.0003 alpha:0.006738 +2026-02-12 23:56:26 | INFO | PID:1374 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-20.51 total_reward_ma:-20.51 loss:-0.7652 fps:129.9 +frame:3.40e+05 wall_t:2618 t:21250 epi:nan +opt_step:63564 lr:0.0003 alpha:0.006738 +2026-02-12 23:57:43 | INFO | PID:1374 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-20.56 total_reward_ma:-20.51 loss:-0.6476 fps:129.9 +frame:3.50e+05 wall_t:2694 t:21875 epi:nan +opt_step:65439 lr:0.0003 alpha:0.006738 +2026-02-12 23:58:59 | INFO | PID:1374 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-20.55 total_reward_ma:-20.51 loss:-0.4515 fps:130 +frame:3.60e+05 wall_t:2770 t:22500 epi:nan +opt_step:67314 lr:0.0003 alpha:0.006738 +2026-02-13 00:00:15 | INFO | PID:1374 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-20.54 total_reward_ma:-20.51 loss:-0.3236 fps:130 +frame:3.70e+05 wall_t:2846 t:23125 epi:nan +opt_step:69189 lr:0.0003 alpha:0.006738 +2026-02-13 00:01:31 | INFO | PID:1374 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-20.54 total_reward_ma:-20.51 loss:-0.1151 fps:130 +frame:3.80e+05 wall_t:2922 t:23750 epi:nan +opt_step:71064 lr:0.0003 alpha:0.006738 +2026-02-13 00:02:46 | INFO | PID:1374 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-20.57 total_reward_ma:-20.51 loss:0.1071 fps:130.1 +frame:3.90e+05 wall_t:2998 t:24375 epi:nan +opt_step:72939 lr:0.0003 alpha:0.006738 +2026-02-13 00:04:02 | INFO | PID:1374 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-20.59 total_reward_ma:-20.52 loss:0.2158 fps:130.1 +frame:4.00e+05 wall_t:3074 t:25000 epi:nan +opt_step:74814 lr:0.0003 alpha:0.006738 +2026-02-13 00:05:18 | INFO | PID:1374 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-20.56 total_reward_ma:-20.52 loss:0.3286 fps:130.2 +frame:4.10e+05 wall_t:3149 t:25625 epi:nan +opt_step:76689 lr:0.0003 alpha:0.006738 +2026-02-13 00:06:34 | INFO | PID:1374 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-20.56 total_reward_ma:-20.52 loss:0.4157 fps:130.2 +frame:4.20e+05 wall_t:3226 t:26250 epi:nan +opt_step:78564 lr:0.0003 alpha:0.006738 +2026-02-13 00:07:51 | INFO | PID:1374 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-20.44 total_reward_ma:-20.52 loss:0.4257 fps:130.2 +frame:4.30e+05 wall_t:3302 t:26875 epi:nan +opt_step:80439 lr:0.0003 alpha:0.007228 +2026-02-13 00:09:07 | INFO | PID:1374 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-20.21 total_reward_ma:-20.51 loss:0.4443 fps:130.3 +frame:4.40e+05 wall_t:3378 t:27500 epi:nan +opt_step:82314 lr:0.0003 alpha:0.006738 +2026-02-13 00:10:23 | INFO | PID:1374 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-20.01 total_reward_ma:-20.50 loss:0.3237 fps:130.3 +frame:4.50e+05 wall_t:3454 t:28125 epi:nan +opt_step:84189 lr:0.0003 alpha:0.006738 +2026-02-13 00:11:38 | INFO | PID:1374 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-19.62 total_reward_ma:-20.48 loss:0.238 fps:130.3 +frame:4.60e+05 wall_t:3530 t:28750 epi:nan +opt_step:86064 lr:0.0003 alpha:0.006738 +2026-02-13 00:12:55 | INFO | PID:1374 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-19.57 total_reward_ma:-20.46 loss:0.235 fps:130.3 +frame:4.70e+05 wall_t:3607 t:29375 epi:nan +opt_step:87939 lr:0.0003 alpha:0.006738 +2026-02-13 00:14:11 | INFO | PID:1374 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-19.14 total_reward_ma:-20.43 loss:0.2257 fps:130.3 +frame:4.80e+05 wall_t:3683 t:30000 epi:nan +opt_step:89814 lr:0.0003 alpha:0.006738 +2026-02-13 00:15:27 | INFO | PID:1374 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-18.64 total_reward_ma:-20.39 loss:0.152 fps:130.4 +frame:4.90e+05 wall_t:3759 t:30625 epi:nan +opt_step:91689 lr:0.0003 alpha:0.006738 +2026-02-13 00:16:43 | INFO | PID:1374 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-18.51 total_reward_ma:-20.35 loss:0.03903 fps:130.4 +frame:5.00e+05 wall_t:3834 t:31250 epi:nan +opt_step:93564 lr:0.0003 alpha:0.006758 +2026-02-13 00:17:59 | INFO | PID:1374 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-18.02 total_reward_ma:-20.31 loss:-0.05157 fps:130.4 +frame:5.10e+05 wall_t:3910 t:31875 epi:nan +opt_step:95439 lr:0.0003 alpha:0.006796 +2026-02-13 00:19:15 | INFO | PID:1374 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-17.37 total_reward_ma:-20.25 loss:-0.1486 fps:130.4 +frame:5.20e+05 wall_t:3987 t:32500 epi:nan +opt_step:97314 lr:0.0003 alpha:0.006738 +2026-02-13 00:20:31 | INFO | PID:1374 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-17.00 total_reward_ma:-20.19 loss:-0.3245 fps:130.5 +frame:5.30e+05 wall_t:4062 t:33125 epi:nan +opt_step:99189 lr:0.0003 alpha:0.006738 +2026-02-13 00:21:47 | INFO | PID:1374 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-16.71 total_reward_ma:-20.12 loss:-0.4246 fps:130.5 +frame:5.40e+05 wall_t:4138 t:33750 epi:nan +opt_step:101064 lr:0.0003 alpha:0.006738 +2026-02-13 00:23:02 | INFO | PID:1374 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-16.47 total_reward_ma:-20.05 loss:-0.4009 fps:130.5 +frame:5.50e+05 wall_t:4214 t:34375 epi:nan +opt_step:102939 lr:0.0003 alpha:0.006738 +2026-02-13 00:24:18 | INFO | PID:1374 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-15.99 total_reward_ma:-19.98 loss:-0.5663 fps:130.5 +frame:5.60e+05 wall_t:4290 t:35000 epi:nan +opt_step:104814 lr:0.0003 alpha:0.006738 +2026-02-13 00:25:34 | INFO | PID:1374 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-15.60 total_reward_ma:-19.90 loss:-0.6425 fps:130.6 +frame:5.70e+05 wall_t:4366 t:35625 epi:nan +opt_step:106689 lr:0.0003 alpha:0.006744 +2026-02-13 00:26:50 | INFO | PID:1374 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-15.28 total_reward_ma:-19.82 loss:-0.5755 fps:130.6 +frame:5.80e+05 wall_t:4442 t:36250 epi:nan +opt_step:108564 lr:0.0003 alpha:0.006757 +2026-02-13 00:28:06 | INFO | PID:1374 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-14.67 total_reward_ma:-19.73 loss:-0.6755 fps:130.6 +frame:5.90e+05 wall_t:4518 t:36875 epi:nan +opt_step:110439 lr:0.0003 alpha:0.006774 +2026-02-13 00:29:22 | INFO | PID:1374 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-14.29 total_reward_ma:-19.64 loss:-0.7865 fps:130.6 +frame:6.00e+05 wall_t:4594 t:37500 epi:nan +opt_step:112314 lr:0.0003 alpha:0.006738 +2026-02-13 00:30:38 | INFO | PID:1374 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-13.65 total_reward_ma:-19.54 loss:-0.8563 fps:130.6 +frame:6.10e+05 wall_t:4669 t:38125 epi:nan +opt_step:114189 lr:0.0003 alpha:0.006738 +2026-02-13 00:31:53 | INFO | PID:1374 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-13.11 total_reward_ma:-19.43 loss:-0.9627 fps:130.7 +frame:6.20e+05 wall_t:4745 t:38750 epi:nan +opt_step:116064 lr:0.0003 alpha:0.006738 +2026-02-13 00:33:10 | INFO | PID:1374 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-12.64 total_reward_ma:-19.32 loss:-1.048 fps:130.7 +frame:6.30e+05 wall_t:4821 t:39375 epi:nan +opt_step:117939 lr:0.0003 alpha:0.006738 +2026-02-13 00:34:25 | INFO | PID:1374 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-12.12 total_reward_ma:-19.21 loss:-1.067 fps:130.7 +frame:6.40e+05 wall_t:4897 t:40000 epi:nan +opt_step:119814 lr:0.0003 alpha:0.006738 +2026-02-13 00:35:41 | INFO | PID:1374 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-11.83 total_reward_ma:-19.10 loss:-1.05 fps:130.7 +frame:6.50e+05 wall_t:4973 t:40625 epi:nan +opt_step:121689 lr:0.0003 alpha:0.006763 +2026-02-13 00:36:57 | INFO | PID:1374 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-11.60 total_reward_ma:-18.98 loss:-1.218 fps:130.7 +frame:6.60e+05 wall_t:5049 t:41250 epi:nan +opt_step:123564 lr:0.0003 alpha:0.006868 +2026-02-13 00:38:13 | INFO | PID:1374 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-11.30 total_reward_ma:-18.86 loss:-1.263 fps:130.8 +frame:6.70e+05 wall_t:5124 t:41875 epi:nan +opt_step:125439 lr:0.0003 alpha:0.007191 +2026-02-13 00:39:29 | INFO | PID:1374 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-10.87 total_reward_ma:-18.74 loss:-1.306 fps:130.7 +frame:6.80e+05 wall_t:5201 t:42500 epi:nan +opt_step:127314 lr:0.0003 alpha:0.007086 +2026-02-13 00:40:45 | INFO | PID:1374 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-10.28 total_reward_ma:-18.62 loss:-1.423 fps:130.8 +frame:6.90e+05 wall_t:5276 t:43125 epi:nan +opt_step:129189 lr:0.0003 alpha:0.007405 +2026-02-13 00:42:01 | INFO | PID:1374 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-9.97 total_reward_ma:-18.49 loss:-1.474 fps:130.8 +frame:7.00e+05 wall_t:5353 t:43750 epi:nan +opt_step:131064 lr:0.0003 alpha:0.007343 +2026-02-13 00:43:17 | INFO | PID:1374 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-9.49 total_reward_ma:-18.37 loss:-1.52 fps:130.8 +frame:7.10e+05 wall_t:5428 t:44375 epi:nan +opt_step:132939 lr:0.0003 alpha:0.007345 +2026-02-13 00:44:33 | INFO | PID:1374 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-9.24 total_reward_ma:-18.24 loss:-1.599 fps:130.8 +frame:7.20e+05 wall_t:5504 t:45000 epi:nan +opt_step:134814 lr:0.0003 alpha:0.007553 +2026-02-13 00:45:49 | INFO | PID:1374 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-9.10 total_reward_ma:-18.11 loss:-1.684 fps:130.8 +frame:7.30e+05 wall_t:5581 t:45625 epi:nan +opt_step:136689 lr:0.0003 alpha:0.007636 +2026-02-13 00:47:05 | INFO | PID:1374 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-8.58 total_reward_ma:-17.98 loss:-1.732 fps:130.8 +frame:7.40e+05 wall_t:5657 t:46250 epi:nan +opt_step:138564 lr:0.0003 alpha:0.007595 +2026-02-13 00:48:22 | INFO | PID:1374 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-8.17 total_reward_ma:-17.85 loss:-1.725 fps:130.8 +frame:7.50e+05 wall_t:5733 t:46875 epi:nan +opt_step:140439 lr:0.0003 alpha:0.007667 +2026-02-13 00:49:37 | INFO | PID:1374 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-7.63 total_reward_ma:-17.71 loss:-1.775 fps:130.8 +frame:7.60e+05 wall_t:5809 t:47500 epi:nan +opt_step:142314 lr:0.0003 alpha:0.007593 +2026-02-13 00:50:54 | INFO | PID:1374 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-6.87 total_reward_ma:-17.57 loss:-1.802 fps:130.8 +frame:7.70e+05 wall_t:5885 t:48125 epi:nan +opt_step:144189 lr:0.0003 alpha:0.007795 +2026-02-13 00:52:09 | INFO | PID:1374 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-6.82 total_reward_ma:-17.43 loss:-1.835 fps:130.9 +frame:7.80e+05 wall_t:5961 t:48750 epi:nan +opt_step:146064 lr:0.0003 alpha:0.007514 +2026-02-13 00:53:25 | INFO | PID:1374 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-6.57 total_reward_ma:-17.29 loss:-1.882 fps:130.9 +frame:7.90e+05 wall_t:6036 t:49375 epi:nan +opt_step:147939 lr:0.0003 alpha:0.007246 +2026-02-13 00:54:40 | INFO | PID:1374 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-5.94 total_reward_ma:-17.15 loss:-1.823 fps:130.9 +frame:8.00e+05 wall_t:6112 t:50000 epi:nan +opt_step:149814 lr:0.0003 alpha:0.007228 +2026-02-13 00:55:56 | INFO | PID:1374 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-5.08 total_reward_ma:-17.00 loss:-1.974 fps:130.9 +frame:8.10e+05 wall_t:6188 t:50625 epi:nan +opt_step:151689 lr:0.0003 alpha:0.00754 +2026-02-13 00:57:12 | INFO | PID:1374 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-4.43 total_reward_ma:-16.84 loss:-1.935 fps:130.9 +frame:8.20e+05 wall_t:6264 t:51250 epi:nan +opt_step:153564 lr:0.0003 alpha:0.00743 +2026-02-13 00:58:29 | INFO | PID:1374 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-3.55 total_reward_ma:-16.68 loss:-1.909 fps:130.9 +frame:8.30e+05 wall_t:6340 t:51875 epi:nan +opt_step:155439 lr:0.0003 alpha:0.007305 +2026-02-13 00:59:44 | INFO | PID:1374 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-3.15 total_reward_ma:-16.51 loss:-1.996 fps:130.9 +frame:8.40e+05 wall_t:6416 t:52500 epi:nan +opt_step:157314 lr:0.0003 alpha:0.007238 +2026-02-13 01:01:00 | INFO | PID:1374 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-2.25 total_reward_ma:-16.35 loss:-2.013 fps:131 +frame:8.50e+05 wall_t:6491 t:53125 epi:nan +opt_step:159189 lr:0.0003 alpha:0.007523 +2026-02-13 01:02:16 | INFO | PID:1374 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-1.64 total_reward_ma:-16.17 loss:-1.981 fps:131 +frame:8.60e+05 wall_t:6567 t:53750 epi:nan +opt_step:161064 lr:0.0003 alpha:0.007369 +2026-02-13 01:03:31 | INFO | PID:1374 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-1.41 total_reward_ma:-16.00 loss:-2.113 fps:131 +frame:8.70e+05 wall_t:6643 t:54375 epi:nan +opt_step:162939 lr:0.0003 alpha:0.007247 +2026-02-13 01:04:47 | INFO | PID:1374 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:-0.54 total_reward_ma:-15.82 loss:-2.183 fps:131 +frame:8.80e+05 wall_t:6718 t:55000 epi:nan +opt_step:164814 lr:0.0003 alpha:0.006873 +2026-02-13 01:06:03 | INFO | PID:1374 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:0.54 total_reward_ma:-15.64 loss:-2.1 fps:131 +frame:8.90e+05 wall_t:6794 t:55625 epi:nan +opt_step:166689 lr:0.0003 alpha:0.006829 +2026-02-13 01:07:18 | INFO | PID:1374 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:0.91 total_reward_ma:-15.45 loss:-2.177 fps:131 +frame:9.00e+05 wall_t:6870 t:56250 epi:nan +opt_step:168564 lr:0.0003 alpha:0.006755 +2026-02-13 01:08:34 | INFO | PID:1374 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:1.87 total_reward_ma:-15.26 loss:-2.216 fps:131 +frame:9.10e+05 wall_t:6946 t:56875 epi:nan +opt_step:170439 lr:0.0003 alpha:0.006738 +2026-02-13 01:09:50 | INFO | PID:1374 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:2.48 total_reward_ma:-15.06 loss:-2.113 fps:131 +frame:9.20e+05 wall_t:7021 t:57500 epi:nan +opt_step:172314 lr:0.0003 alpha:0.006738 +2026-02-13 01:11:06 | INFO | PID:1374 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:3.56 total_reward_ma:-14.86 loss:-2.248 fps:131 +frame:9.30e+05 wall_t:7097 t:58125 epi:nan +opt_step:174189 lr:0.0003 alpha:0.006738 +2026-02-13 01:12:22 | INFO | PID:1374 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:4.10 total_reward_ma:-14.66 loss:-2.226 fps:131 +frame:9.40e+05 wall_t:7173 t:58750 epi:nan +opt_step:176064 lr:0.0003 alpha:0.006738 +2026-02-13 01:13:38 | INFO | PID:1374 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:4.68 total_reward_ma:-14.45 loss:-2.238 fps:131.1 +frame:9.50e+05 wall_t:7249 t:59375 epi:nan +opt_step:177939 lr:0.0003 alpha:0.006738 +2026-02-13 01:14:55 | INFO | PID:1374 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:5.25 total_reward_ma:-14.24 loss:-2.312 fps:131 +frame:9.60e+05 wall_t:7326 t:60000 epi:nan +opt_step:179814 lr:0.0003 alpha:0.006738 +2026-02-13 01:16:10 | INFO | PID:1374 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:6.01 total_reward_ma:-14.03 loss:-2.31 fps:131 +frame:9.70e+05 wall_t:7402 t:60625 epi:nan +opt_step:181689 lr:0.0003 alpha:0.006738 +2026-02-13 01:17:26 | INFO | PID:1374 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:6.56 total_reward_ma:-13.82 loss:-2.25 fps:131.1 +frame:9.80e+05 wall_t:7478 t:61250 epi:nan +opt_step:183564 lr:0.0003 alpha:0.006738 +2026-02-13 01:18:42 | INFO | PID:1374 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:7.39 total_reward_ma:-13.60 loss:-2.208 fps:131.1 +frame:9.90e+05 wall_t:7554 t:61875 epi:nan +opt_step:185439 lr:0.0003 alpha:0.006738 +2026-02-13 01:19:58 | INFO | PID:1374 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:8.09 total_reward_ma:-13.39 loss:-2.306 fps:131.1 +frame:1.00e+06 wall_t:7630 t:62500 epi:nan +opt_step:187314 lr:0.0003 alpha:0.006738 +2026-02-13 01:21:14 | INFO | PID:1374 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:8.71 total_reward_ma:-13.16 loss:-2.233 fps:131.1 +frame:1.01e+06 wall_t:7705 t:63125 epi:nan +opt_step:189189 lr:0.0003 alpha:0.006738 +2026-02-13 01:22:29 | INFO | PID:1374 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:9.14 total_reward_ma:-12.87 loss:-2.243 fps:131.1 +frame:1.02e+06 wall_t:7781 t:63750 epi:nan +opt_step:191064 lr:0.0003 alpha:0.006738 +2026-02-13 01:23:45 | INFO | PID:1374 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:9.94 total_reward_ma:-12.57 loss:-2.266 fps:131.1 +frame:1.03e+06 wall_t:7857 t:64375 epi:nan +opt_step:192939 lr:0.0003 alpha:0.006738 +2026-02-13 01:25:01 | INFO | PID:1374 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:10.42 total_reward_ma:-12.26 loss:-2.283 fps:131.1 +frame:1.04e+06 wall_t:7933 t:65000 epi:nan +opt_step:194814 lr:0.0003 alpha:0.006738 +2026-02-13 01:26:17 | INFO | PID:1374 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:10.64 total_reward_ma:-11.95 loss:-2.307 fps:131.1 +frame:1.05e+06 wall_t:8008 t:65625 epi:nan +opt_step:196689 lr:0.0003 alpha:0.006738 +2026-02-13 01:27:32 | INFO | PID:1374 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:11.20 total_reward_ma:-11.64 loss:-2.273 fps:131.1 +frame:1.06e+06 wall_t:8084 t:66250 epi:nan +opt_step:198564 lr:0.0003 alpha:0.006738 +2026-02-13 01:28:48 | INFO | PID:1374 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:11.34 total_reward_ma:-11.32 loss:-2.29 fps:131.1 +frame:1.07e+06 wall_t:8160 t:66875 epi:nan +opt_step:200439 lr:0.0003 alpha:0.006738 +2026-02-13 01:30:04 | INFO | PID:1374 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:11.93 total_reward_ma:-11.00 loss:-2.333 fps:131.1 +frame:1.08e+06 wall_t:8236 t:67500 epi:nan +opt_step:202314 lr:0.0003 alpha:0.006738 +2026-02-13 01:31:21 | INFO | PID:1374 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:12.16 total_reward_ma:-10.67 loss:-2.279 fps:131.1 +frame:1.09e+06 wall_t:8312 t:68125 epi:nan +opt_step:204189 lr:0.0003 alpha:0.006738 +2026-02-13 01:32:37 | INFO | PID:1374 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:12.38 total_reward_ma:-10.34 loss:-2.296 fps:131.1 +frame:1.10e+06 wall_t:8388 t:68750 epi:nan +opt_step:206064 lr:0.0003 alpha:0.006738 +2026-02-13 01:33:52 | INFO | PID:1374 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:12.54 total_reward_ma:-10.02 loss:-2.319 fps:131.2 +frame:1.11e+06 wall_t:8463 t:69375 epi:nan +opt_step:207939 lr:0.0003 alpha:0.006738 +2026-02-13 01:35:08 | INFO | PID:1374 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:12.70 total_reward_ma:-9.68 loss:-2.285 fps:131.1 +frame:1.12e+06 wall_t:8540 t:70000 epi:nan +opt_step:209814 lr:0.0003 alpha:0.006738 +2026-02-13 01:36:24 | INFO | PID:1374 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:12.79 total_reward_ma:-9.35 loss:-2.344 fps:131.2 +frame:1.13e+06 wall_t:8615 t:70625 epi:nan +opt_step:211689 lr:0.0003 alpha:0.006738 +2026-02-13 01:37:40 | INFO | PID:1374 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:12.90 total_reward_ma:-9.02 loss:-2.274 fps:131.2 +frame:1.14e+06 wall_t:8692 t:71250 epi:nan +opt_step:213564 lr:0.0003 alpha:0.006738 +2026-02-13 01:38:56 | INFO | PID:1374 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:13.13 total_reward_ma:-8.68 loss:-2.276 fps:131.2 +frame:1.15e+06 wall_t:8767 t:71875 epi:nan +opt_step:215439 lr:0.0003 alpha:0.006738 +2026-02-13 01:40:12 | INFO | PID:1374 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:13.28 total_reward_ma:-8.34 loss:-2.268 fps:131.2 +frame:1.16e+06 wall_t:8844 t:72500 epi:nan +opt_step:217314 lr:0.0003 alpha:0.006738 +2026-02-13 01:41:28 | INFO | PID:1374 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:13.66 total_reward_ma:-8.00 loss:-2.317 fps:131.2 +frame:1.17e+06 wall_t:8919 t:73125 epi:nan +opt_step:219189 lr:0.0003 alpha:0.006738 +2026-02-13 01:42:45 | INFO | PID:1374 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:14.12 total_reward_ma:-7.66 loss:-2.301 fps:131.2 +frame:1.18e+06 wall_t:8996 t:73750 epi:nan +opt_step:221064 lr:0.0003 alpha:0.006738 +2026-02-13 01:44:01 | INFO | PID:1374 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:14.43 total_reward_ma:-7.31 loss:-2.281 fps:131.2 +frame:1.19e+06 wall_t:9072 t:74375 epi:nan +opt_step:222939 lr:0.0003 alpha:0.006738 +2026-02-13 01:45:17 | INFO | PID:1374 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:14.71 total_reward_ma:-6.95 loss:-2.294 fps:131.2 +frame:1.20e+06 wall_t:9148 t:75000 epi:nan +opt_step:224814 lr:0.0003 alpha:0.006738 +2026-02-13 01:46:33 | INFO | PID:1374 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:14.83 total_reward_ma:-6.60 loss:-2.285 fps:131.2 +frame:1.21e+06 wall_t:9224 t:75625 epi:nan +opt_step:226689 lr:0.0003 alpha:0.006738 +2026-02-13 01:47:49 | INFO | PID:1374 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:14.77 total_reward_ma:-6.25 loss:-2.243 fps:131.2 +frame:1.22e+06 wall_t:9300 t:76250 epi:nan +opt_step:228564 lr:0.0003 alpha:0.006738 +2026-02-13 01:49:04 | INFO | PID:1374 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:14.91 total_reward_ma:-5.89 loss:-2.279 fps:131.2 +frame:1.23e+06 wall_t:9376 t:76875 epi:nan +opt_step:230439 lr:0.0003 alpha:0.006738 +2026-02-13 01:50:20 | INFO | PID:1374 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:15.10 total_reward_ma:-5.53 loss:-2.298 fps:131.2 +frame:1.24e+06 wall_t:9451 t:77500 epi:nan +opt_step:232314 lr:0.0003 alpha:0.006738 +2026-02-13 01:51:36 | INFO | PID:1374 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:15.29 total_reward_ma:-5.17 loss:-2.156 fps:131.2 +frame:1.25e+06 wall_t:9528 t:78125 epi:nan +opt_step:234189 lr:0.0003 alpha:0.006738 +2026-02-13 01:52:53 | INFO | PID:1374 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:15.43 total_reward_ma:-4.81 loss:-2.307 fps:131.2 +frame:1.26e+06 wall_t:9604 t:78750 epi:nan +opt_step:236064 lr:0.0003 alpha:0.006738 +2026-02-13 01:54:08 | INFO | PID:1374 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:15.70 total_reward_ma:-4.45 loss:-2.244 fps:131.2 +frame:1.27e+06 wall_t:9679 t:79375 epi:nan +opt_step:237939 lr:0.0003 alpha:0.006738 +2026-02-13 01:55:24 | INFO | PID:1374 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:15.79 total_reward_ma:-4.08 loss:-2.281 fps:131.2 +frame:1.28e+06 wall_t:9755 t:80000 epi:nan +opt_step:239814 lr:0.0003 alpha:0.006738 +2026-02-13 01:56:39 | INFO | PID:1374 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:15.64 total_reward_ma:-3.72 loss:-2.289 fps:131.2 +frame:1.29e+06 wall_t:9831 t:80625 epi:nan +opt_step:241689 lr:0.0003 alpha:0.006738 +2026-02-13 01:57:55 | INFO | PID:1374 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:15.82 total_reward_ma:-3.35 loss:-2.265 fps:131.2 +frame:1.30e+06 wall_t:9907 t:81250 epi:nan +opt_step:243564 lr:0.0003 alpha:0.006738 +2026-02-13 01:59:11 | INFO | PID:1374 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:15.93 total_reward_ma:-2.99 loss:-2.256 fps:131.2 +frame:1.31e+06 wall_t:9983 t:81875 epi:nan +opt_step:245439 lr:0.0003 alpha:0.006738 +2026-02-13 02:00:27 | INFO | PID:1374 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:16.11 total_reward_ma:-2.62 loss:-2.231 fps:131.2 +frame:1.32e+06 wall_t:10059 t:82500 epi:nan +opt_step:247314 lr:0.0003 alpha:0.006738 +2026-02-13 02:01:42 | INFO | PID:1374 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:16.23 total_reward_ma:-2.25 loss:-2.332 fps:131.2 +frame:1.33e+06 wall_t:10134 t:83125 epi:nan +opt_step:249189 lr:0.0003 alpha:0.006738 +2026-02-13 02:02:59 | INFO | PID:1374 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:16.19 total_reward_ma:-1.89 loss:-2.254 fps:131.2 +frame:1.34e+06 wall_t:10210 t:83750 epi:nan +opt_step:251064 lr:0.0003 alpha:0.006738 +2026-02-13 02:04:15 | INFO | PID:1374 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:16.48 total_reward_ma:-1.52 loss:-2.297 fps:131.2 +frame:1.35e+06 wall_t:10286 t:84375 epi:nan +opt_step:252939 lr:0.0003 alpha:0.006738 +2026-02-13 02:05:31 | INFO | PID:1374 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:16.50 total_reward_ma:-1.14 loss:-2.209 fps:131.2 +frame:1.36e+06 wall_t:10362 t:85000 epi:nan +opt_step:254814 lr:0.0003 alpha:0.006738 +2026-02-13 02:06:47 | INFO | PID:1374 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:16.46 total_reward_ma:-0.77 loss:-2.28 fps:131.3 +frame:1.37e+06 wall_t:10438 t:85625 epi:nan +opt_step:256689 lr:0.0003 alpha:0.006738 +2026-02-13 02:08:02 | INFO | PID:1374 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:16.39 total_reward_ma:-0.41 loss:-2.279 fps:131.3 +frame:1.38e+06 wall_t:10514 t:86250 epi:nan +opt_step:258564 lr:0.0003 alpha:0.006738 +2026-02-13 02:09:18 | INFO | PID:1374 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:16.37 total_reward_ma:-0.04 loss:-2.288 fps:131.3 +frame:1.39e+06 wall_t:10589 t:86875 epi:nan +opt_step:260439 lr:0.0003 alpha:0.006738 +2026-02-13 02:10:33 | INFO | PID:1374 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:16.24 total_reward_ma:0.33 loss:-2.244 fps:131.3 +frame:1.40e+06 wall_t:10665 t:87500 epi:nan +opt_step:262314 lr:0.0003 alpha:0.006738 +2026-02-13 02:11:49 | INFO | PID:1374 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:16.04 total_reward_ma:0.70 loss:-2.282 fps:131.3 +frame:1.41e+06 wall_t:10740 t:88125 epi:nan +opt_step:264189 lr:0.0003 alpha:0.006738 +2026-02-13 02:13:04 | INFO | PID:1374 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:16.05 total_reward_ma:1.06 loss:-2.201 fps:131.3 +frame:1.42e+06 wall_t:10816 t:88750 epi:nan +opt_step:266064 lr:0.0003 alpha:0.006738 +2026-02-13 02:14:20 | INFO | PID:1374 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:16.03 total_reward_ma:1.43 loss:-2.268 fps:131.3 +frame:1.43e+06 wall_t:10892 t:89375 epi:nan +opt_step:267939 lr:0.0003 alpha:0.006738 +2026-02-13 02:15:36 | INFO | PID:1374 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:16.01 total_reward_ma:1.79 loss:-2.302 fps:131.3 +frame:1.44e+06 wall_t:10967 t:90000 epi:nan +opt_step:269814 lr:0.0003 alpha:0.006738 +2026-02-13 02:16:52 | INFO | PID:1374 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:16.01 total_reward_ma:2.15 loss:-2.213 fps:131.3 +frame:1.45e+06 wall_t:11043 t:90625 epi:nan +opt_step:271689 lr:0.0003 alpha:0.006738 +2026-02-13 02:18:08 | INFO | PID:1374 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:15.97 total_reward_ma:2.51 loss:-2.238 fps:131.3 +frame:1.46e+06 wall_t:11119 t:91250 epi:nan +opt_step:273564 lr:0.0003 alpha:0.006738 +2026-02-13 02:19:24 | INFO | PID:1374 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:15.95 total_reward_ma:2.86 loss:-2.257 fps:131.3 +frame:1.47e+06 wall_t:11195 t:91875 epi:nan +opt_step:275439 lr:0.0003 alpha:0.006738 +2026-02-13 02:20:39 | INFO | PID:1374 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:15.86 total_reward_ma:3.21 loss:-2.143 fps:131.3 +frame:1.48e+06 wall_t:11271 t:92500 epi:nan +opt_step:277314 lr:0.0003 alpha:0.006738 +2026-02-13 02:21:56 | INFO | PID:1374 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:15.82 total_reward_ma:3.56 loss:-2.257 fps:131.3 +frame:1.49e+06 wall_t:11347 t:93125 epi:nan +opt_step:279189 lr:0.0003 alpha:0.006738 +2026-02-13 02:23:11 | INFO | PID:1374 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:15.96 total_reward_ma:3.90 loss:-2.305 fps:131.3 +frame:1.50e+06 wall_t:11423 t:93750 epi:nan +opt_step:281064 lr:0.0003 alpha:0.006738 +2026-02-13 02:24:28 | INFO | PID:1374 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:15.82 total_reward_ma:4.24 loss:-2.336 fps:131.3 +frame:1.51e+06 wall_t:11500 t:94375 epi:nan +opt_step:282939 lr:0.0003 alpha:0.006738 +2026-02-13 02:25:44 | INFO | PID:1374 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:15.90 total_reward_ma:4.57 loss:-2.356 fps:131.3 +frame:1.52e+06 wall_t:11576 t:95000 epi:nan +opt_step:284814 lr:0.0003 alpha:0.006738 +2026-02-13 02:27:00 | INFO | PID:1374 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:15.91 total_reward_ma:4.90 loss:-2.18 fps:131.3 +frame:1.53e+06 wall_t:11652 t:95625 epi:nan +opt_step:286689 lr:0.0003 alpha:0.006738 +2026-02-13 02:28:16 | INFO | PID:1374 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:15.91 total_reward_ma:5.23 loss:-2.269 fps:131.3 +frame:1.54e+06 wall_t:11728 t:96250 epi:nan +opt_step:288564 lr:0.0003 alpha:0.006738 +2026-02-13 02:29:33 | INFO | PID:1374 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:16.01 total_reward_ma:5.55 loss:-2.216 fps:131.3 +frame:1.55e+06 wall_t:11804 t:96875 epi:nan +opt_step:290439 lr:0.0003 alpha:0.006738 +2026-02-13 02:30:49 | INFO | PID:1374 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:16.05 total_reward_ma:5.87 loss:-2.257 fps:131.3 +frame:1.56e+06 wall_t:11881 t:97500 epi:nan +opt_step:292314 lr:0.0003 alpha:0.006738 +2026-02-13 02:32:05 | INFO | PID:1374 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:16.01 total_reward_ma:6.19 loss:-2.328 fps:131.3 +frame:1.57e+06 wall_t:11957 t:98125 epi:nan +opt_step:294189 lr:0.0003 alpha:0.006738 +2026-02-13 02:33:21 | INFO | PID:1374 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:16.08 total_reward_ma:6.50 loss:-2.309 fps:131.3 +frame:1.58e+06 wall_t:12033 t:98750 epi:nan +opt_step:296064 lr:0.0003 alpha:0.006738 +2026-02-13 02:34:38 | INFO | PID:1374 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:16.04 total_reward_ma:6.81 loss:-2.35 fps:131.3 +frame:1.59e+06 wall_t:12109 t:99375 epi:nan +opt_step:297939 lr:0.0003 alpha:0.006738 +2026-02-13 02:35:55 | INFO | PID:1374 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:15.99 total_reward_ma:7.11 loss:-2.29 fps:131.3 +frame:1.60e+06 wall_t:12186 t:100000 epi:nan +opt_step:299814 lr:0.0003 alpha:0.006738 +2026-02-13 02:37:11 | INFO | PID:1374 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:16.00 total_reward_ma:7.41 loss:-2.333 fps:131.3 +frame:1.61e+06 wall_t:12263 t:100625 epi:nan +opt_step:301689 lr:0.0003 alpha:0.006738 +2026-02-13 02:38:27 | INFO | PID:1374 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:16.01 total_reward_ma:7.70 loss:-2.244 fps:131.3 +frame:1.62e+06 wall_t:12339 t:101250 epi:nan +opt_step:303564 lr:0.0003 alpha:0.006738 +2026-02-13 02:39:43 | INFO | PID:1374 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:16.09 total_reward_ma:7.99 loss:-2.253 fps:131.3 +frame:1.63e+06 wall_t:12414 t:101875 epi:nan +opt_step:305439 lr:0.0003 alpha:0.006738 +2026-02-13 02:40:58 | INFO | PID:1374 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:16.26 total_reward_ma:8.27 loss:-2.262 fps:131.3 +frame:1.64e+06 wall_t:12490 t:102500 epi:nan +opt_step:307314 lr:0.0003 alpha:0.006738 +2026-02-13 02:42:14 | INFO | PID:1374 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:16.26 total_reward_ma:8.55 loss:-2.352 fps:131.3 +frame:1.65e+06 wall_t:12565 t:103125 epi:nan +opt_step:309189 lr:0.0003 alpha:0.006738 +2026-02-13 02:43:29 | INFO | PID:1374 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:16.24 total_reward_ma:8.83 loss:-2.278 fps:131.3 +frame:1.66e+06 wall_t:12641 t:103750 epi:nan +opt_step:311064 lr:0.0003 alpha:0.006738 +2026-02-13 02:44:45 | INFO | PID:1374 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:16.29 total_reward_ma:9.11 loss:-2.236 fps:131.3 +frame:1.67e+06 wall_t:12717 t:104375 epi:nan +opt_step:312939 lr:0.0003 alpha:0.006738 +2026-02-13 02:46:01 | INFO | PID:1374 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:16.35 total_reward_ma:9.38 loss:-2.237 fps:131.3 +frame:1.68e+06 wall_t:12793 t:105000 epi:nan +opt_step:314814 lr:0.0003 alpha:0.006738 +2026-02-13 02:47:18 | INFO | PID:1374 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:16.36 total_reward_ma:9.65 loss:-2.275 fps:131.3 +frame:1.69e+06 wall_t:12869 t:105625 epi:nan +opt_step:316689 lr:0.0003 alpha:0.006738 +2026-02-13 02:48:33 | INFO | PID:1374 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:16.31 total_reward_ma:9.91 loss:-2.283 fps:131.3 +frame:1.70e+06 wall_t:12945 t:106250 epi:nan +opt_step:318564 lr:0.0003 alpha:0.006738 +2026-02-13 02:49:50 | INFO | PID:1374 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:16.40 total_reward_ma:10.17 loss:-2.352 fps:131.3 +frame:1.71e+06 wall_t:13021 t:106875 epi:nan +opt_step:320439 lr:0.0003 alpha:0.006738 +2026-02-13 02:51:06 | INFO | PID:1374 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:16.35 total_reward_ma:10.42 loss:-2.307 fps:131.3 +frame:1.72e+06 wall_t:13097 t:107500 epi:nan +opt_step:322314 lr:0.0003 alpha:0.006738 +2026-02-13 02:52:21 | INFO | PID:1374 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:16.29 total_reward_ma:10.68 loss:-2.362 fps:131.3 +frame:1.73e+06 wall_t:13173 t:108125 epi:nan +opt_step:324189 lr:0.0003 alpha:0.006738 +2026-02-13 02:53:38 | INFO | PID:1374 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:16.23 total_reward_ma:10.93 loss:-2.383 fps:131.3 +frame:1.74e+06 wall_t:13249 t:108750 epi:nan +opt_step:326064 lr:0.0003 alpha:0.006738 +2026-02-13 02:54:54 | INFO | PID:1374 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:16.14 total_reward_ma:11.17 loss:-2.303 fps:131.3 +frame:1.75e+06 wall_t:13325 t:109375 epi:nan +opt_step:327939 lr:0.0003 alpha:0.006738 +2026-02-13 02:56:10 | INFO | PID:1374 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:16.10 total_reward_ma:11.41 loss:-2.305 fps:131.3 +frame:1.76e+06 wall_t:13401 t:110000 epi:nan +opt_step:329814 lr:0.0003 alpha:0.006738 +2026-02-13 02:57:26 | INFO | PID:1374 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:16.09 total_reward_ma:11.64 loss:-2.312 fps:131.3 +frame:1.77e+06 wall_t:13477 t:110625 epi:nan +opt_step:331689 lr:0.0003 alpha:0.006738 +2026-02-13 02:58:42 | INFO | PID:1374 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:15.92 total_reward_ma:11.86 loss:-2.268 fps:131.3 +frame:1.78e+06 wall_t:13553 t:111250 epi:nan +opt_step:333564 lr:0.0003 alpha:0.006738 +2026-02-13 02:59:58 | INFO | PID:1374 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:16.05 total_reward_ma:12.09 loss:-2.292 fps:131.3 +frame:1.79e+06 wall_t:13629 t:111875 epi:nan +opt_step:335439 lr:0.0003 alpha:0.006738 +2026-02-13 03:01:13 | INFO | PID:1374 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:16.14 total_reward_ma:12.31 loss:-2.372 fps:131.3 +frame:1.80e+06 wall_t:13705 t:112500 epi:nan +opt_step:337314 lr:0.0003 alpha:0.006738 +2026-02-13 03:02:29 | INFO | PID:1374 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:16.15 total_reward_ma:12.52 loss:-2.271 fps:131.3 +frame:1.81e+06 wall_t:13781 t:113125 epi:nan +opt_step:339189 lr:0.0003 alpha:0.006738 +2026-02-13 03:03:45 | INFO | PID:1374 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:16.36 total_reward_ma:12.73 loss:-2.298 fps:131.3 +frame:1.82e+06 wall_t:13857 t:113750 epi:nan +opt_step:341064 lr:0.0003 alpha:0.006738 +2026-02-13 03:05:01 | INFO | PID:1374 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:16.32 total_reward_ma:12.93 loss:-2.337 fps:131.3 +frame:1.83e+06 wall_t:13933 t:114375 epi:nan +opt_step:342939 lr:0.0003 alpha:0.006738 +2026-02-13 03:06:16 | INFO | PID:1374 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:16.28 total_reward_ma:13.12 loss:-2.271 fps:131.4 +frame:1.84e+06 wall_t:14008 t:115000 epi:nan +opt_step:344814 lr:0.0003 alpha:0.006738 +2026-02-13 03:07:33 | INFO | PID:1374 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:16.31 total_reward_ma:13.31 loss:-2.265 fps:131.4 +frame:1.85e+06 wall_t:14084 t:115625 epi:nan +opt_step:346689 lr:0.0003 alpha:0.006738 +2026-02-13 03:08:48 | INFO | PID:1374 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:16.40 total_reward_ma:13.49 loss:-2.304 fps:131.4 +frame:1.86e+06 wall_t:14160 t:116250 epi:nan +opt_step:348564 lr:0.0003 alpha:0.006738 +2026-02-13 03:10:04 | INFO | PID:1374 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:16.32 total_reward_ma:13.67 loss:-2.328 fps:131.4 +frame:1.87e+06 wall_t:14235 t:116875 epi:nan +opt_step:350439 lr:0.0003 alpha:0.006738 +2026-02-13 03:11:20 | INFO | PID:1374 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:16.28 total_reward_ma:13.83 loss:-2.294 fps:131.4 +frame:1.88e+06 wall_t:14312 t:117500 epi:nan +opt_step:352314 lr:0.0003 alpha:0.006738 +2026-02-13 03:12:36 | INFO | PID:1374 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:16.23 total_reward_ma:13.99 loss:-2.332 fps:131.4 +frame:1.89e+06 wall_t:14388 t:118125 epi:nan +opt_step:354189 lr:0.0003 alpha:0.006738 +2026-02-13 03:13:53 | INFO | PID:1374 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:16.31 total_reward_ma:14.15 loss:-2.3 fps:131.4 +frame:1.90e+06 wall_t:14464 t:118750 epi:nan +opt_step:356064 lr:0.0003 alpha:0.006738 +2026-02-13 03:15:09 | INFO | PID:1374 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:16.40 total_reward_ma:14.29 loss:-2.34 fps:131.4 +frame:1.91e+06 wall_t:14541 t:119375 epi:nan +opt_step:357939 lr:0.0003 alpha:0.006738 +2026-02-13 03:16:25 | INFO | PID:1374 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:16.39 total_reward_ma:14.43 loss:-2.328 fps:131.4 +frame:1.92e+06 wall_t:14617 t:120000 epi:nan +opt_step:359814 lr:0.0003 alpha:0.006738 +2026-02-13 03:17:42 | INFO | PID:1374 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:16.42 total_reward_ma:14.56 loss:-2.352 fps:131.4 +frame:1.93e+06 wall_t:14693 t:120625 epi:nan +opt_step:361689 lr:0.0003 alpha:0.006738 +2026-02-13 03:18:58 | INFO | PID:1374 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:16.49 total_reward_ma:14.68 loss:-2.339 fps:131.4 +frame:1.94e+06 wall_t:14769 t:121250 epi:nan +opt_step:363564 lr:0.0003 alpha:0.006738 +2026-02-13 03:20:14 | INFO | PID:1374 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:16.40 total_reward_ma:14.80 loss:-2.274 fps:131.4 +frame:1.95e+06 wall_t:14845 t:121875 epi:nan +opt_step:365439 lr:0.0003 alpha:0.006738 +2026-02-13 03:21:30 | INFO | PID:1374 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:16.43 total_reward_ma:14.91 loss:-2.262 fps:131.4 +frame:1.96e+06 wall_t:14921 t:122500 epi:nan +opt_step:367314 lr:0.0003 alpha:0.006738 +2026-02-13 03:22:46 | INFO | PID:1374 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:16.47 total_reward_ma:15.02 loss:-2.315 fps:131.4 +frame:1.97e+06 wall_t:14997 t:123125 epi:nan +opt_step:369189 lr:0.0003 alpha:0.006738 +2026-02-13 03:24:02 | INFO | PID:1374 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:16.47 total_reward_ma:15.12 loss:-2.26 fps:131.4 +frame:1.98e+06 wall_t:15073 t:123750 epi:nan +opt_step:371064 lr:0.0003 alpha:0.006738 +2026-02-13 03:25:15 | INFO | PID:1374 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:16.51 total_reward_ma:15.21 loss:-2.307 fps:131.4 +frame:1.99e+06 wall_t:15147 t:124375 epi:nan +opt_step:372939 lr:0.0003 alpha:0.006738 +2026-02-13 03:26:07 | INFO | PID:1374 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pong_t0_s0 [train] +total_reward:16.53 total_reward_ma:15.29 loss:-2.359 fps:131.6 +frame:2.00e+06 wall_t:15199 t:125000 epi:nan +opt_step:374814 lr:0.0003 alpha:0.006738 +2026-02-13 03:26:08 | INFO | PID:1374 | slm_lab.lib.logger:info | Session 0 done diff --git a/data/sac_atari_pong_2026_02_12_231240/log/sac_atari_pong_t0_s1.log b/data/sac_atari_pong_2026_02_12_231240/log/sac_atari_pong_t0_s1.log new file mode 100644 index 0000000000000000000000000000000000000000..aeb9f3f0c3061b291ac528db780127b25df300f8 --- /dev/null +++ b/data/sac_atari_pong_2026_02_12_231240/log/sac_atari_pong_t0_s1.log @@ -0,0 +1,802 @@ +2026-02-12 23:12:46 | INFO | PID:1375 | slm_lab.env:_make_vector_env | AtariVectorEnv: 16 envs, native preprocessing +2026-02-12 23:14:40 | INFO | PID:1375 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:nan total_reward_ma:nan loss:-13.24 fps:89.29 +frame:1.00e+04 wall_t:112 t:625 epi:nan +opt_step:1689 lr:0.0003 alpha:0.6306 +2026-02-12 23:15:55 | INFO | PID:1375 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-20.00 total_reward_ma:-20.00 loss:-18.58 fps:107 +frame:2.00e+04 wall_t:187 t:1250 epi:nan +opt_step:3564 lr:0.0003 alpha:0.4032 +2026-02-12 23:17:11 | INFO | PID:1375 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-20.08 total_reward_ma:-20.04 loss:-21.56 fps:114.5 +frame:3.00e+04 wall_t:262 t:1875 epi:nan +opt_step:5439 lr:0.0003 alpha:0.2641 +2026-02-12 23:18:27 | INFO | PID:1375 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-19.97 total_reward_ma:-20.02 loss:-22.22 fps:118 +frame:4.00e+04 wall_t:339 t:2500 epi:nan +opt_step:7314 lr:0.0003 alpha:0.1744 +2026-02-12 23:19:43 | INFO | PID:1375 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-19.96 total_reward_ma:-20.00 loss:-22.15 fps:120.8 +frame:5.00e+04 wall_t:414 t:3125 epi:nan +opt_step:9189 lr:0.0003 alpha:0.1156 +2026-02-12 23:20:58 | INFO | PID:1375 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-20.04 total_reward_ma:-20.01 loss:-21.26 fps:122.4 +frame:6.00e+04 wall_t:490 t:3750 epi:nan +opt_step:11064 lr:0.0003 alpha:0.0768 +2026-02-12 23:22:14 | INFO | PID:1375 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-20.05 total_reward_ma:-20.02 loss:-20.48 fps:123.9 +frame:7.00e+04 wall_t:565 t:4375 epi:nan +opt_step:12939 lr:0.0003 alpha:0.05111 +2026-02-12 23:23:29 | INFO | PID:1375 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-20.12 total_reward_ma:-20.03 loss:-18.9 fps:124.8 +frame:8.00e+04 wall_t:641 t:5000 epi:nan +opt_step:14814 lr:0.0003 alpha:0.03408 +2026-02-12 23:24:45 | INFO | PID:1375 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-20.12 total_reward_ma:-20.04 loss:-17.53 fps:125.5 +frame:9.00e+04 wall_t:717 t:5625 epi:nan +opt_step:16689 lr:0.0003 alpha:0.02278 +2026-02-12 23:26:02 | INFO | PID:1375 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-20.15 total_reward_ma:-20.05 loss:-16.08 fps:126.1 +frame:1.00e+05 wall_t:793 t:6250 epi:nan +opt_step:18564 lr:0.0003 alpha:0.01525 +2026-02-12 23:27:18 | INFO | PID:1375 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-20.16 total_reward_ma:-20.06 loss:-14.74 fps:126.6 +frame:1.10e+05 wall_t:869 t:6875 epi:nan +opt_step:20439 lr:0.0003 alpha:0.01025 +2026-02-12 23:28:33 | INFO | PID:1375 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-20.22 total_reward_ma:-20.08 loss:-13.41 fps:127 +frame:1.20e+05 wall_t:945 t:7500 epi:nan +opt_step:22314 lr:0.0003 alpha:0.006897 +2026-02-12 23:29:49 | INFO | PID:1375 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-20.26 total_reward_ma:-20.09 loss:-12.3 fps:127.5 +frame:1.30e+05 wall_t:1020 t:8125 epi:nan +opt_step:24189 lr:0.0003 alpha:0.006738 +2026-02-12 23:31:04 | INFO | PID:1375 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-20.26 total_reward_ma:-20.11 loss:-11.05 fps:127.7 +frame:1.40e+05 wall_t:1096 t:8750 epi:nan +opt_step:26064 lr:0.0003 alpha:0.006738 +2026-02-12 23:32:19 | INFO | PID:1375 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-20.28 total_reward_ma:-20.12 loss:-9.924 fps:128.1 +frame:1.50e+05 wall_t:1171 t:9375 epi:nan +opt_step:27939 lr:0.0003 alpha:0.006738 +2026-02-12 23:33:34 | INFO | PID:1375 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-20.29 total_reward_ma:-20.13 loss:-9.008 fps:128.4 +frame:1.60e+05 wall_t:1246 t:10000 epi:nan +opt_step:29814 lr:0.0003 alpha:0.006738 +2026-02-12 23:34:50 | INFO | PID:1375 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-20.26 total_reward_ma:-20.14 loss:-8.233 fps:128.7 +frame:1.70e+05 wall_t:1321 t:10625 epi:nan +opt_step:31689 lr:0.0003 alpha:0.006738 +2026-02-12 23:36:06 | INFO | PID:1375 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-20.27 total_reward_ma:-20.15 loss:-7.365 fps:128.8 +frame:1.80e+05 wall_t:1398 t:11250 epi:nan +opt_step:33564 lr:0.0003 alpha:0.006738 +2026-02-12 23:37:21 | INFO | PID:1375 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-20.27 total_reward_ma:-20.15 loss:-6.67 fps:129 +frame:1.90e+05 wall_t:1473 t:11875 epi:nan +opt_step:35439 lr:0.0003 alpha:0.006738 +2026-02-12 23:38:37 | INFO | PID:1375 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-20.27 total_reward_ma:-20.16 loss:-5.903 fps:129.1 +frame:2.00e+05 wall_t:1549 t:12500 epi:nan +opt_step:37314 lr:0.0003 alpha:0.006738 +2026-02-12 23:39:53 | INFO | PID:1375 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-20.35 total_reward_ma:-20.17 loss:-5.322 fps:129.2 +frame:2.10e+05 wall_t:1625 t:13125 epi:nan +opt_step:39189 lr:0.0003 alpha:0.006738 +2026-02-12 23:41:09 | INFO | PID:1375 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-20.41 total_reward_ma:-20.18 loss:-4.708 fps:129.4 +frame:2.20e+05 wall_t:1700 t:13750 epi:nan +opt_step:41064 lr:0.0003 alpha:0.006738 +2026-02-12 23:42:24 | INFO | PID:1375 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-20.48 total_reward_ma:-20.19 loss:-4.275 fps:129.5 +frame:2.30e+05 wall_t:1776 t:14375 epi:nan +opt_step:42939 lr:0.0003 alpha:0.006738 +2026-02-12 23:43:41 | INFO | PID:1375 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-20.55 total_reward_ma:-20.21 loss:-3.755 fps:129.6 +frame:2.40e+05 wall_t:1852 t:15000 epi:nan +opt_step:44814 lr:0.0003 alpha:0.006753 +2026-02-12 23:44:57 | INFO | PID:1375 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-20.68 total_reward_ma:-20.23 loss:-3.387 fps:129.6 +frame:2.50e+05 wall_t:1929 t:15625 epi:nan +opt_step:46689 lr:0.0003 alpha:0.006738 +2026-02-12 23:46:13 | INFO | PID:1375 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-20.72 total_reward_ma:-20.25 loss:-2.888 fps:129.7 +frame:2.60e+05 wall_t:2005 t:16250 epi:nan +opt_step:48564 lr:0.0003 alpha:0.006738 +2026-02-12 23:47:29 | INFO | PID:1375 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-20.69 total_reward_ma:-20.27 loss:-2.511 fps:129.7 +frame:2.70e+05 wall_t:2081 t:16875 epi:nan +opt_step:50439 lr:0.0003 alpha:0.006738 +2026-02-12 23:48:45 | INFO | PID:1375 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-20.68 total_reward_ma:-20.28 loss:-2.265 fps:129.8 +frame:2.80e+05 wall_t:2157 t:17500 epi:nan +opt_step:52314 lr:0.0003 alpha:0.006738 +2026-02-12 23:50:01 | INFO | PID:1375 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-20.62 total_reward_ma:-20.29 loss:-1.9 fps:129.9 +frame:2.90e+05 wall_t:2233 t:18125 epi:nan +opt_step:54189 lr:0.0003 alpha:0.006738 +2026-02-12 23:51:17 | INFO | PID:1375 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-20.59 total_reward_ma:-20.30 loss:-1.604 fps:130 +frame:3.00e+05 wall_t:2308 t:18750 epi:nan +opt_step:56064 lr:0.0003 alpha:0.006738 +2026-02-12 23:52:33 | INFO | PID:1375 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-20.59 total_reward_ma:-20.31 loss:-1.346 fps:130 +frame:3.10e+05 wall_t:2385 t:19375 epi:nan +opt_step:57939 lr:0.0003 alpha:0.006738 +2026-02-12 23:53:48 | INFO | PID:1375 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-20.54 total_reward_ma:-20.32 loss:-1.173 fps:130.1 +frame:3.20e+05 wall_t:2460 t:20000 epi:nan +opt_step:59814 lr:0.0003 alpha:0.006738 +2026-02-12 23:55:04 | INFO | PID:1375 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-20.50 total_reward_ma:-20.33 loss:-1.023 fps:130.2 +frame:3.30e+05 wall_t:2535 t:20625 epi:nan +opt_step:61689 lr:0.0003 alpha:0.006738 +2026-02-12 23:56:19 | INFO | PID:1375 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-20.47 total_reward_ma:-20.33 loss:-0.6161 fps:130.3 +frame:3.40e+05 wall_t:2610 t:21250 epi:nan +opt_step:63564 lr:0.0003 alpha:0.006738 +2026-02-12 23:57:34 | INFO | PID:1375 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-20.44 total_reward_ma:-20.33 loss:-0.5057 fps:130.3 +frame:3.50e+05 wall_t:2686 t:21875 epi:nan +opt_step:65439 lr:0.0003 alpha:0.006738 +2026-02-12 23:58:50 | INFO | PID:1375 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-20.40 total_reward_ma:-20.34 loss:-0.4102 fps:130.3 +frame:3.60e+05 wall_t:2762 t:22500 epi:nan +opt_step:67314 lr:0.0003 alpha:0.006738 +2026-02-13 00:00:05 | INFO | PID:1375 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-20.48 total_reward_ma:-20.34 loss:-0.2191 fps:130.4 +frame:3.70e+05 wall_t:2837 t:23125 epi:nan +opt_step:69189 lr:0.0003 alpha:0.006738 +2026-02-13 00:01:20 | INFO | PID:1375 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-20.47 total_reward_ma:-20.34 loss:-0.04436 fps:130.5 +frame:3.80e+05 wall_t:2912 t:23750 epi:nan +opt_step:71064 lr:0.0003 alpha:0.006738 +2026-02-13 00:02:36 | INFO | PID:1375 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-20.42 total_reward_ma:-20.34 loss:0.1119 fps:130.6 +frame:3.90e+05 wall_t:2987 t:24375 epi:nan +opt_step:72939 lr:0.0003 alpha:0.006738 +2026-02-13 00:03:52 | INFO | PID:1375 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-20.42 total_reward_ma:-20.35 loss:0.2272 fps:130.6 +frame:4.00e+05 wall_t:3063 t:25000 epi:nan +opt_step:74814 lr:0.0003 alpha:0.006738 +2026-02-13 00:05:07 | INFO | PID:1375 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-20.48 total_reward_ma:-20.35 loss:0.2626 fps:130.6 +frame:4.10e+05 wall_t:3139 t:25625 epi:nan +opt_step:76689 lr:0.0003 alpha:0.006738 +2026-02-13 00:06:23 | INFO | PID:1375 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-20.48 total_reward_ma:-20.35 loss:0.3948 fps:130.7 +frame:4.20e+05 wall_t:3214 t:26250 epi:nan +opt_step:78564 lr:0.0003 alpha:0.006738 +2026-02-13 00:07:38 | INFO | PID:1375 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-20.45 total_reward_ma:-20.36 loss:0.507 fps:130.7 +frame:4.30e+05 wall_t:3290 t:26875 epi:nan +opt_step:80439 lr:0.0003 alpha:0.006738 +2026-02-13 00:08:53 | INFO | PID:1375 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-20.44 total_reward_ma:-20.36 loss:0.6214 fps:130.8 +frame:4.40e+05 wall_t:3365 t:27500 epi:nan +opt_step:82314 lr:0.0003 alpha:0.006738 +2026-02-13 00:10:09 | INFO | PID:1375 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-20.49 total_reward_ma:-20.36 loss:0.7588 fps:130.8 +frame:4.50e+05 wall_t:3441 t:28125 epi:nan +opt_step:84189 lr:0.0003 alpha:0.006738 +2026-02-13 00:11:25 | INFO | PID:1375 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-20.49 total_reward_ma:-20.36 loss:0.8367 fps:130.8 +frame:4.60e+05 wall_t:3516 t:28750 epi:nan +opt_step:86064 lr:0.0003 alpha:0.006738 +2026-02-13 00:12:40 | INFO | PID:1375 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-20.52 total_reward_ma:-20.37 loss:0.8547 fps:130.8 +frame:4.70e+05 wall_t:3592 t:29375 epi:nan +opt_step:87939 lr:0.0003 alpha:0.006738 +2026-02-13 00:13:56 | INFO | PID:1375 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-20.51 total_reward_ma:-20.37 loss:0.8019 fps:130.9 +frame:4.80e+05 wall_t:3667 t:30000 epi:nan +opt_step:89814 lr:0.0003 alpha:0.007011 +2026-02-13 00:15:11 | INFO | PID:1375 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-20.48 total_reward_ma:-20.37 loss:0.6858 fps:130.9 +frame:4.90e+05 wall_t:3743 t:30625 epi:nan +opt_step:91689 lr:0.0003 alpha:0.006738 +2026-02-13 00:16:27 | INFO | PID:1375 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-20.29 total_reward_ma:-20.37 loss:0.6128 fps:131 +frame:5.00e+05 wall_t:3818 t:31250 epi:nan +opt_step:93564 lr:0.0003 alpha:0.006738 +2026-02-13 00:17:42 | INFO | PID:1375 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-20.18 total_reward_ma:-20.37 loss:0.5421 fps:131 +frame:5.10e+05 wall_t:3894 t:31875 epi:nan +opt_step:95439 lr:0.0003 alpha:0.006738 +2026-02-13 00:18:58 | INFO | PID:1375 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-19.96 total_reward_ma:-20.36 loss:0.4251 fps:131 +frame:5.20e+05 wall_t:3970 t:32500 epi:nan +opt_step:97314 lr:0.0003 alpha:0.006738 +2026-02-13 00:20:14 | INFO | PID:1375 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-19.72 total_reward_ma:-20.35 loss:0.3306 fps:131 +frame:5.30e+05 wall_t:4045 t:33125 epi:nan +opt_step:99189 lr:0.0003 alpha:0.006738 +2026-02-13 00:21:29 | INFO | PID:1375 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-19.37 total_reward_ma:-20.33 loss:0.2315 fps:131.1 +frame:5.40e+05 wall_t:4120 t:33750 epi:nan +opt_step:101064 lr:0.0003 alpha:0.006738 +2026-02-13 00:22:44 | INFO | PID:1375 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-19.11 total_reward_ma:-20.31 loss:0.1494 fps:131.1 +frame:5.50e+05 wall_t:4196 t:34375 epi:nan +opt_step:102939 lr:0.0003 alpha:0.006738 +2026-02-13 00:24:00 | INFO | PID:1375 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-18.95 total_reward_ma:-20.28 loss:0.1005 fps:131.1 +frame:5.60e+05 wall_t:4271 t:35000 epi:nan +opt_step:104814 lr:0.0003 alpha:0.006738 +2026-02-13 00:25:15 | INFO | PID:1375 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-18.87 total_reward_ma:-20.26 loss:0.007512 fps:131.1 +frame:5.70e+05 wall_t:4347 t:35625 epi:nan +opt_step:106689 lr:0.0003 alpha:0.006738 +2026-02-13 00:26:30 | INFO | PID:1375 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-18.35 total_reward_ma:-20.22 loss:-0.06741 fps:131.2 +frame:5.80e+05 wall_t:4422 t:36250 epi:nan +opt_step:108564 lr:0.0003 alpha:0.006738 +2026-02-13 00:27:46 | INFO | PID:1375 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-18.09 total_reward_ma:-20.19 loss:-0.09289 fps:131.2 +frame:5.90e+05 wall_t:4497 t:36875 epi:nan +opt_step:110439 lr:0.0003 alpha:0.006738 +2026-02-13 00:29:01 | INFO | PID:1375 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-17.79 total_reward_ma:-20.14 loss:-0.1877 fps:131.2 +frame:6.00e+05 wall_t:4572 t:37500 epi:nan +opt_step:112314 lr:0.0003 alpha:0.006738 +2026-02-13 00:30:16 | INFO | PID:1375 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-17.61 total_reward_ma:-20.10 loss:-0.2538 fps:131.2 +frame:6.10e+05 wall_t:4648 t:38125 epi:nan +opt_step:114189 lr:0.0003 alpha:0.006738 +2026-02-13 00:31:31 | INFO | PID:1375 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-17.39 total_reward_ma:-20.06 loss:-0.3276 fps:131.3 +frame:6.20e+05 wall_t:4723 t:38750 epi:nan +opt_step:116064 lr:0.0003 alpha:0.006738 +2026-02-13 00:32:47 | INFO | PID:1375 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-17.04 total_reward_ma:-20.01 loss:-0.4657 fps:131.3 +frame:6.30e+05 wall_t:4799 t:39375 epi:nan +opt_step:117939 lr:0.0003 alpha:0.006738 +2026-02-13 00:34:02 | INFO | PID:1375 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-16.58 total_reward_ma:-19.96 loss:-0.4757 fps:131.3 +frame:6.40e+05 wall_t:4873 t:40000 epi:nan +opt_step:119814 lr:0.0003 alpha:0.006738 +2026-02-13 00:35:17 | INFO | PID:1375 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-16.16 total_reward_ma:-19.90 loss:-0.5104 fps:131.4 +frame:6.50e+05 wall_t:4948 t:40625 epi:nan +opt_step:121689 lr:0.0003 alpha:0.006738 +2026-02-13 00:36:33 | INFO | PID:1375 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-15.96 total_reward_ma:-19.84 loss:-0.6067 fps:131.4 +frame:6.60e+05 wall_t:5024 t:41250 epi:nan +opt_step:123564 lr:0.0003 alpha:0.006738 +2026-02-13 00:37:48 | INFO | PID:1375 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-15.72 total_reward_ma:-19.77 loss:-0.69 fps:131.4 +frame:6.70e+05 wall_t:5099 t:41875 epi:nan +opt_step:125439 lr:0.0003 alpha:0.006738 +2026-02-13 00:39:03 | INFO | PID:1375 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-15.42 total_reward_ma:-19.71 loss:-0.7798 fps:131.4 +frame:6.80e+05 wall_t:5175 t:42500 epi:nan +opt_step:127314 lr:0.0003 alpha:0.006738 +2026-02-13 00:40:19 | INFO | PID:1375 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-14.87 total_reward_ma:-19.64 loss:-0.8408 fps:131.4 +frame:6.90e+05 wall_t:5251 t:43125 epi:nan +opt_step:129189 lr:0.0003 alpha:0.006738 +2026-02-13 00:41:35 | INFO | PID:1375 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-14.15 total_reward_ma:-19.56 loss:-0.9656 fps:131.4 +frame:7.00e+05 wall_t:5326 t:43750 epi:nan +opt_step:131064 lr:0.0003 alpha:0.006738 +2026-02-13 00:42:50 | INFO | PID:1375 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-13.73 total_reward_ma:-19.47 loss:-1.074 fps:131.4 +frame:7.10e+05 wall_t:5402 t:44375 epi:nan +opt_step:132939 lr:0.0003 alpha:0.006833 +2026-02-13 00:44:06 | INFO | PID:1375 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-13.52 total_reward_ma:-19.39 loss:-1.102 fps:131.5 +frame:7.20e+05 wall_t:5477 t:45000 epi:nan +opt_step:134814 lr:0.0003 alpha:0.006798 +2026-02-13 00:45:21 | INFO | PID:1375 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-13.17 total_reward_ma:-19.30 loss:-1.192 fps:131.5 +frame:7.30e+05 wall_t:5553 t:45625 epi:nan +opt_step:136689 lr:0.0003 alpha:0.006959 +2026-02-13 00:46:37 | INFO | PID:1375 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-12.32 total_reward_ma:-19.21 loss:-1.317 fps:131.5 +frame:7.40e+05 wall_t:5629 t:46250 epi:nan +opt_step:138564 lr:0.0003 alpha:0.006911 +2026-02-13 00:47:53 | INFO | PID:1375 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-11.55 total_reward_ma:-19.10 loss:-1.354 fps:131.5 +frame:7.50e+05 wall_t:5704 t:46875 epi:nan +opt_step:140439 lr:0.0003 alpha:0.007357 +2026-02-13 00:49:08 | INFO | PID:1375 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-11.14 total_reward_ma:-19.00 loss:-1.446 fps:131.5 +frame:7.60e+05 wall_t:5779 t:47500 epi:nan +opt_step:142314 lr:0.0003 alpha:0.007203 +2026-02-13 00:50:23 | INFO | PID:1375 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-10.87 total_reward_ma:-18.89 loss:-1.545 fps:131.5 +frame:7.70e+05 wall_t:5855 t:48125 epi:nan +opt_step:144189 lr:0.0003 alpha:0.007353 +2026-02-13 00:51:39 | INFO | PID:1375 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-10.33 total_reward_ma:-18.78 loss:-1.674 fps:131.5 +frame:7.80e+05 wall_t:5930 t:48750 epi:nan +opt_step:146064 lr:0.0003 alpha:0.00729 +2026-02-13 00:52:54 | INFO | PID:1375 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-9.19 total_reward_ma:-18.66 loss:-1.768 fps:131.5 +frame:7.90e+05 wall_t:6006 t:49375 epi:nan +opt_step:147939 lr:0.0003 alpha:0.00721 +2026-02-13 00:54:10 | INFO | PID:1375 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-8.46 total_reward_ma:-18.53 loss:-1.797 fps:131.6 +frame:8.00e+05 wall_t:6081 t:50000 epi:nan +opt_step:149814 lr:0.0003 alpha:0.007536 +2026-02-13 00:55:25 | INFO | PID:1375 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-7.86 total_reward_ma:-18.39 loss:-1.859 fps:131.6 +frame:8.10e+05 wall_t:6157 t:50625 epi:nan +opt_step:151689 lr:0.0003 alpha:0.0071 +2026-02-13 00:56:41 | INFO | PID:1375 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-7.50 total_reward_ma:-18.26 loss:-1.919 fps:131.6 +frame:8.20e+05 wall_t:6232 t:51250 epi:nan +opt_step:153564 lr:0.0003 alpha:0.007053 +2026-02-13 00:57:56 | INFO | PID:1375 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-6.84 total_reward_ma:-18.12 loss:-1.999 fps:131.6 +frame:8.30e+05 wall_t:6307 t:51875 epi:nan +opt_step:155439 lr:0.0003 alpha:0.006885 +2026-02-13 00:59:11 | INFO | PID:1375 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-5.97 total_reward_ma:-17.97 loss:-1.957 fps:131.6 +frame:8.40e+05 wall_t:6382 t:52500 epi:nan +opt_step:157314 lr:0.0003 alpha:0.007022 +2026-02-13 01:00:27 | INFO | PID:1375 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-4.81 total_reward_ma:-17.82 loss:-2.012 fps:131.6 +frame:8.50e+05 wall_t:6458 t:53125 epi:nan +opt_step:159189 lr:0.0003 alpha:0.007043 +2026-02-13 01:01:42 | INFO | PID:1375 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-4.19 total_reward_ma:-17.66 loss:-2.063 fps:131.6 +frame:8.60e+05 wall_t:6534 t:53750 epi:nan +opt_step:161064 lr:0.0003 alpha:0.006794 +2026-02-13 01:02:58 | INFO | PID:1375 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-3.75 total_reward_ma:-17.50 loss:-2.127 fps:131.6 +frame:8.70e+05 wall_t:6609 t:54375 epi:nan +opt_step:162939 lr:0.0003 alpha:0.006815 +2026-02-13 01:04:13 | INFO | PID:1375 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-3.15 total_reward_ma:-17.33 loss:-2.139 fps:131.6 +frame:8.80e+05 wall_t:6685 t:55000 epi:nan +opt_step:164814 lr:0.0003 alpha:0.0068 +2026-02-13 01:05:29 | INFO | PID:1375 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-1.83 total_reward_ma:-17.15 loss:-2.126 fps:131.7 +frame:8.90e+05 wall_t:6760 t:55625 epi:nan +opt_step:166689 lr:0.0003 alpha:0.006738 +2026-02-13 01:06:44 | INFO | PID:1375 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-1.25 total_reward_ma:-16.98 loss:-2.2 fps:131.7 +frame:9.00e+05 wall_t:6835 t:56250 epi:nan +opt_step:168564 lr:0.0003 alpha:0.006738 +2026-02-13 01:08:00 | INFO | PID:1375 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:-0.34 total_reward_ma:-16.79 loss:-2.168 fps:131.7 +frame:9.10e+05 wall_t:6911 t:56875 epi:nan +opt_step:170439 lr:0.0003 alpha:0.006738 +2026-02-13 01:09:15 | INFO | PID:1375 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:0.01 total_reward_ma:-16.61 loss:-2.181 fps:131.7 +frame:9.20e+05 wall_t:6987 t:57500 epi:nan +opt_step:172314 lr:0.0003 alpha:0.006741 +2026-02-13 01:10:31 | INFO | PID:1375 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:0.65 total_reward_ma:-16.42 loss:-2.201 fps:131.7 +frame:9.30e+05 wall_t:7062 t:58125 epi:nan +opt_step:174189 lr:0.0003 alpha:0.006738 +2026-02-13 01:11:46 | INFO | PID:1375 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:1.45 total_reward_ma:-16.23 loss:-2.162 fps:131.7 +frame:9.40e+05 wall_t:7138 t:58750 epi:nan +opt_step:176064 lr:0.0003 alpha:0.006738 +2026-02-13 01:13:02 | INFO | PID:1375 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:2.36 total_reward_ma:-16.03 loss:-2.166 fps:131.7 +frame:9.50e+05 wall_t:7214 t:59375 epi:nan +opt_step:177939 lr:0.0003 alpha:0.006738 +2026-02-13 01:14:18 | INFO | PID:1375 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:3.00 total_reward_ma:-15.83 loss:-2.16 fps:131.7 +frame:9.60e+05 wall_t:7289 t:60000 epi:nan +opt_step:179814 lr:0.0003 alpha:0.006738 +2026-02-13 01:15:33 | INFO | PID:1375 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:3.24 total_reward_ma:-15.63 loss:-2.244 fps:131.7 +frame:9.70e+05 wall_t:7365 t:60625 epi:nan +opt_step:181689 lr:0.0003 alpha:0.006738 +2026-02-13 01:16:49 | INFO | PID:1375 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:3.54 total_reward_ma:-15.43 loss:-2.135 fps:131.7 +frame:9.80e+05 wall_t:7440 t:61250 epi:nan +opt_step:183564 lr:0.0003 alpha:0.006738 +2026-02-13 01:18:04 | INFO | PID:1375 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:4.45 total_reward_ma:-15.23 loss:-2.232 fps:131.7 +frame:9.90e+05 wall_t:7516 t:61875 epi:nan +opt_step:185439 lr:0.0003 alpha:0.006738 +2026-02-13 01:19:19 | INFO | PID:1375 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:4.72 total_reward_ma:-15.03 loss:-2.176 fps:131.7 +frame:1.00e+06 wall_t:7591 t:62500 epi:nan +opt_step:187314 lr:0.0003 alpha:0.006738 +2026-02-13 01:20:34 | INFO | PID:1375 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:5.29 total_reward_ma:-14.83 loss:-2.059 fps:131.8 +frame:1.01e+06 wall_t:7666 t:63125 epi:nan +opt_step:189189 lr:0.0003 alpha:0.006738 +2026-02-13 01:21:50 | INFO | PID:1375 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:5.63 total_reward_ma:-14.57 loss:-2.122 fps:131.8 +frame:1.02e+06 wall_t:7741 t:63750 epi:nan +opt_step:191064 lr:0.0003 alpha:0.006738 +2026-02-13 01:23:05 | INFO | PID:1375 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:6.10 total_reward_ma:-14.31 loss:-2.106 fps:131.8 +frame:1.03e+06 wall_t:7816 t:64375 epi:nan +opt_step:192939 lr:0.0003 alpha:0.006738 +2026-02-13 01:24:20 | INFO | PID:1375 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:6.88 total_reward_ma:-14.04 loss:-2.122 fps:131.8 +frame:1.04e+06 wall_t:7892 t:65000 epi:nan +opt_step:194814 lr:0.0003 alpha:0.006738 +2026-02-13 01:25:36 | INFO | PID:1375 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:7.04 total_reward_ma:-13.77 loss:-2.079 fps:131.8 +frame:1.05e+06 wall_t:7967 t:65625 epi:nan +opt_step:196689 lr:0.0003 alpha:0.006738 +2026-02-13 01:26:51 | INFO | PID:1375 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:7.06 total_reward_ma:-13.50 loss:-2.096 fps:131.8 +frame:1.06e+06 wall_t:8043 t:66250 epi:nan +opt_step:198564 lr:0.0003 alpha:0.006738 +2026-02-13 01:28:07 | INFO | PID:1375 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:7.53 total_reward_ma:-13.22 loss:-2.101 fps:131.8 +frame:1.07e+06 wall_t:8118 t:66875 epi:nan +opt_step:200439 lr:0.0003 alpha:0.006738 +2026-02-13 01:29:22 | INFO | PID:1375 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:7.91 total_reward_ma:-12.94 loss:-1.942 fps:131.8 +frame:1.08e+06 wall_t:8194 t:67500 epi:nan +opt_step:202314 lr:0.0003 alpha:0.006738 +2026-02-13 01:30:38 | INFO | PID:1375 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:8.07 total_reward_ma:-12.66 loss:-2.118 fps:131.8 +frame:1.09e+06 wall_t:8269 t:68125 epi:nan +opt_step:204189 lr:0.0003 alpha:0.006738 +2026-02-13 01:31:53 | INFO | PID:1375 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:8.07 total_reward_ma:-12.38 loss:-2.077 fps:131.8 +frame:1.10e+06 wall_t:8345 t:68750 epi:nan +opt_step:206064 lr:0.0003 alpha:0.006738 +2026-02-13 01:33:09 | INFO | PID:1375 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:8.21 total_reward_ma:-12.09 loss:-2.049 fps:131.8 +frame:1.11e+06 wall_t:8421 t:69375 epi:nan +opt_step:207939 lr:0.0003 alpha:0.006738 +2026-02-13 01:34:25 | INFO | PID:1375 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:8.08 total_reward_ma:-11.81 loss:-2.137 fps:131.8 +frame:1.12e+06 wall_t:8496 t:70000 epi:nan +opt_step:209814 lr:0.0003 alpha:0.006738 +2026-02-13 01:35:41 | INFO | PID:1375 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:8.05 total_reward_ma:-11.53 loss:-2.055 fps:131.8 +frame:1.13e+06 wall_t:8572 t:70625 epi:nan +opt_step:211689 lr:0.0003 alpha:0.006738 +2026-02-13 01:36:56 | INFO | PID:1375 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:8.07 total_reward_ma:-11.24 loss:-2.041 fps:131.8 +frame:1.14e+06 wall_t:8648 t:71250 epi:nan +opt_step:213564 lr:0.0003 alpha:0.006738 +2026-02-13 01:38:12 | INFO | PID:1375 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:8.14 total_reward_ma:-10.96 loss:-2.028 fps:131.8 +frame:1.15e+06 wall_t:8723 t:71875 epi:nan +opt_step:215439 lr:0.0003 alpha:0.006738 +2026-02-13 01:39:27 | INFO | PID:1375 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:8.25 total_reward_ma:-10.67 loss:-2.165 fps:131.8 +frame:1.16e+06 wall_t:8798 t:72500 epi:nan +opt_step:217314 lr:0.0003 alpha:0.006738 +2026-02-13 01:40:42 | INFO | PID:1375 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:8.36 total_reward_ma:-10.39 loss:-2.084 fps:131.8 +frame:1.17e+06 wall_t:8874 t:73125 epi:nan +opt_step:219189 lr:0.0003 alpha:0.006738 +2026-02-13 01:41:58 | INFO | PID:1375 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:8.37 total_reward_ma:-10.10 loss:-2.038 fps:131.8 +frame:1.18e+06 wall_t:8950 t:73750 epi:nan +opt_step:221064 lr:0.0003 alpha:0.006738 +2026-02-13 01:43:14 | INFO | PID:1375 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:8.36 total_reward_ma:-9.82 loss:-2.12 fps:131.9 +frame:1.19e+06 wall_t:9025 t:74375 epi:nan +opt_step:222939 lr:0.0003 alpha:0.006738 +2026-02-13 01:44:29 | INFO | PID:1375 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:8.41 total_reward_ma:-9.53 loss:-2.044 fps:131.9 +frame:1.20e+06 wall_t:9101 t:75000 epi:nan +opt_step:224814 lr:0.0003 alpha:0.006738 +2026-02-13 01:45:45 | INFO | PID:1375 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:8.45 total_reward_ma:-9.24 loss:-2.031 fps:131.9 +frame:1.21e+06 wall_t:9177 t:75625 epi:nan +opt_step:226689 lr:0.0003 alpha:0.006738 +2026-02-13 01:47:01 | INFO | PID:1375 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:8.49 total_reward_ma:-8.95 loss:-2.147 fps:131.8 +frame:1.22e+06 wall_t:9253 t:76250 epi:nan +opt_step:228564 lr:0.0003 alpha:0.006738 +2026-02-13 01:48:16 | INFO | PID:1375 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:8.66 total_reward_ma:-8.66 loss:-2.067 fps:131.9 +frame:1.23e+06 wall_t:9328 t:76875 epi:nan +opt_step:230439 lr:0.0003 alpha:0.006738 +2026-02-13 01:49:31 | INFO | PID:1375 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:8.81 total_reward_ma:-8.37 loss:-2.124 fps:131.9 +frame:1.24e+06 wall_t:9403 t:77500 epi:nan +opt_step:232314 lr:0.0003 alpha:0.006738 +2026-02-13 01:50:46 | INFO | PID:1375 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:8.87 total_reward_ma:-8.07 loss:-2.105 fps:131.9 +frame:1.25e+06 wall_t:9478 t:78125 epi:nan +opt_step:234189 lr:0.0003 alpha:0.006738 +2026-02-13 01:52:02 | INFO | PID:1375 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:8.86 total_reward_ma:-7.78 loss:-2.092 fps:131.9 +frame:1.26e+06 wall_t:9554 t:78750 epi:nan +opt_step:236064 lr:0.0003 alpha:0.006738 +2026-02-13 01:53:18 | INFO | PID:1375 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:9.07 total_reward_ma:-7.48 loss:-2.046 fps:131.9 +frame:1.27e+06 wall_t:9629 t:79375 epi:nan +opt_step:237939 lr:0.0003 alpha:0.006738 +2026-02-13 01:54:33 | INFO | PID:1375 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:9.10 total_reward_ma:-7.18 loss:-2.118 fps:131.9 +frame:1.28e+06 wall_t:9705 t:80000 epi:nan +opt_step:239814 lr:0.0003 alpha:0.006738 +2026-02-13 01:55:49 | INFO | PID:1375 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:9.19 total_reward_ma:-6.88 loss:-2.091 fps:131.9 +frame:1.29e+06 wall_t:9780 t:80625 epi:nan +opt_step:241689 lr:0.0003 alpha:0.006738 +2026-02-13 01:57:05 | INFO | PID:1375 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:9.04 total_reward_ma:-6.59 loss:-2.12 fps:131.9 +frame:1.30e+06 wall_t:9856 t:81250 epi:nan +opt_step:243564 lr:0.0003 alpha:0.006738 +2026-02-13 01:58:20 | INFO | PID:1375 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:8.99 total_reward_ma:-6.29 loss:-2.074 fps:131.9 +frame:1.31e+06 wall_t:9931 t:81875 epi:nan +opt_step:245439 lr:0.0003 alpha:0.006738 +2026-02-13 01:59:36 | INFO | PID:1375 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:9.17 total_reward_ma:-5.99 loss:-2.124 fps:131.9 +frame:1.32e+06 wall_t:10007 t:82500 epi:nan +opt_step:247314 lr:0.0003 alpha:0.006738 +2026-02-13 02:00:51 | INFO | PID:1375 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:9.19 total_reward_ma:-5.70 loss:-2.094 fps:131.9 +frame:1.33e+06 wall_t:10082 t:83125 epi:nan +opt_step:249189 lr:0.0003 alpha:0.006738 +2026-02-13 02:02:07 | INFO | PID:1375 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:9.08 total_reward_ma:-5.40 loss:-2.108 fps:131.9 +frame:1.34e+06 wall_t:10158 t:83750 epi:nan +opt_step:251064 lr:0.0003 alpha:0.006738 +2026-02-13 02:03:22 | INFO | PID:1375 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:9.10 total_reward_ma:-5.11 loss:-2.115 fps:131.9 +frame:1.35e+06 wall_t:10234 t:84375 epi:nan +opt_step:252939 lr:0.0003 alpha:0.006738 +2026-02-13 02:04:38 | INFO | PID:1375 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:9.31 total_reward_ma:-4.81 loss:-2.169 fps:131.9 +frame:1.36e+06 wall_t:10309 t:85000 epi:nan +opt_step:254814 lr:0.0003 alpha:0.006738 +2026-02-13 02:05:53 | INFO | PID:1375 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:9.40 total_reward_ma:-4.51 loss:-2.113 fps:131.9 +frame:1.37e+06 wall_t:10385 t:85625 epi:nan +opt_step:256689 lr:0.0003 alpha:0.006738 +2026-02-13 02:07:09 | INFO | PID:1375 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:9.62 total_reward_ma:-4.21 loss:-2.08 fps:131.9 +frame:1.38e+06 wall_t:10461 t:86250 epi:nan +opt_step:258564 lr:0.0003 alpha:0.006738 +2026-02-13 02:08:24 | INFO | PID:1375 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:9.71 total_reward_ma:-3.91 loss:-2.037 fps:131.9 +frame:1.39e+06 wall_t:10536 t:86875 epi:nan +opt_step:260439 lr:0.0003 alpha:0.006738 +2026-02-13 02:09:40 | INFO | PID:1375 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:9.77 total_reward_ma:-3.61 loss:-2.078 fps:131.9 +frame:1.40e+06 wall_t:10612 t:87500 epi:nan +opt_step:262314 lr:0.0003 alpha:0.006738 +2026-02-13 02:10:55 | INFO | PID:1375 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:9.86 total_reward_ma:-3.30 loss:-2.137 fps:131.9 +frame:1.41e+06 wall_t:10687 t:88125 epi:nan +opt_step:264189 lr:0.0003 alpha:0.006738 +2026-02-13 02:12:11 | INFO | PID:1375 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:9.90 total_reward_ma:-3.00 loss:-2.091 fps:131.9 +frame:1.42e+06 wall_t:10762 t:88750 epi:nan +opt_step:266064 lr:0.0003 alpha:0.006738 +2026-02-13 02:13:26 | INFO | PID:1375 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:10.02 total_reward_ma:-2.69 loss:-1.976 fps:131.9 +frame:1.43e+06 wall_t:10838 t:89375 epi:nan +opt_step:267939 lr:0.0003 alpha:0.006738 +2026-02-13 02:14:41 | INFO | PID:1375 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:9.83 total_reward_ma:-2.39 loss:-2.081 fps:132 +frame:1.44e+06 wall_t:10913 t:90000 epi:nan +opt_step:269814 lr:0.0003 alpha:0.006738 +2026-02-13 02:15:57 | INFO | PID:1375 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:9.92 total_reward_ma:-2.09 loss:-1.988 fps:132 +frame:1.45e+06 wall_t:10988 t:90625 epi:nan +opt_step:271689 lr:0.0003 alpha:0.006738 +2026-02-13 02:17:12 | INFO | PID:1375 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:9.87 total_reward_ma:-1.78 loss:-1.938 fps:132 +frame:1.46e+06 wall_t:11064 t:91250 epi:nan +opt_step:273564 lr:0.0003 alpha:0.006738 +2026-02-13 02:18:28 | INFO | PID:1375 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:9.94 total_reward_ma:-1.48 loss:-2.048 fps:132 +frame:1.47e+06 wall_t:11139 t:91875 epi:nan +opt_step:275439 lr:0.0003 alpha:0.006738 +2026-02-13 02:19:43 | INFO | PID:1375 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:9.86 total_reward_ma:-1.17 loss:-2.108 fps:132 +frame:1.48e+06 wall_t:11215 t:92500 epi:nan +opt_step:277314 lr:0.0003 alpha:0.006738 +2026-02-13 02:20:58 | INFO | PID:1375 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:9.91 total_reward_ma:-0.87 loss:-2.06 fps:132 +frame:1.49e+06 wall_t:11290 t:93125 epi:nan +opt_step:279189 lr:0.0003 alpha:0.006738 +2026-02-13 02:22:14 | INFO | PID:1375 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:9.78 total_reward_ma:-0.57 loss:-2.057 fps:132 +frame:1.50e+06 wall_t:11365 t:93750 epi:nan +opt_step:281064 lr:0.0003 alpha:0.006738 +2026-02-13 02:23:29 | INFO | PID:1375 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:9.67 total_reward_ma:-0.27 loss:-1.991 fps:132 +frame:1.51e+06 wall_t:11441 t:94375 epi:nan +opt_step:282939 lr:0.0003 alpha:0.006738 +2026-02-13 02:24:45 | INFO | PID:1375 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:9.74 total_reward_ma:0.03 loss:-2.063 fps:132 +frame:1.52e+06 wall_t:11517 t:95000 epi:nan +opt_step:284814 lr:0.0003 alpha:0.006738 +2026-02-13 02:26:01 | INFO | PID:1375 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:9.82 total_reward_ma:0.32 loss:-2.039 fps:132 +frame:1.53e+06 wall_t:11592 t:95625 epi:nan +opt_step:286689 lr:0.0003 alpha:0.006738 +2026-02-13 02:27:16 | INFO | PID:1375 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:9.69 total_reward_ma:0.61 loss:-2.076 fps:132 +frame:1.54e+06 wall_t:11668 t:96250 epi:nan +opt_step:288564 lr:0.0003 alpha:0.006738 +2026-02-13 02:28:31 | INFO | PID:1375 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:9.74 total_reward_ma:0.90 loss:-2.02 fps:132 +frame:1.55e+06 wall_t:11743 t:96875 epi:nan +opt_step:290439 lr:0.0003 alpha:0.006738 +2026-02-13 02:29:47 | INFO | PID:1375 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:9.62 total_reward_ma:1.19 loss:-2.003 fps:132 +frame:1.56e+06 wall_t:11818 t:97500 epi:nan +opt_step:292314 lr:0.0003 alpha:0.006738 +2026-02-13 02:31:02 | INFO | PID:1375 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:9.66 total_reward_ma:1.47 loss:-2.005 fps:132 +frame:1.57e+06 wall_t:11893 t:98125 epi:nan +opt_step:294189 lr:0.0003 alpha:0.006738 +2026-02-13 02:32:17 | INFO | PID:1375 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:9.59 total_reward_ma:1.75 loss:-2.014 fps:132 +frame:1.58e+06 wall_t:11969 t:98750 epi:nan +opt_step:296064 lr:0.0003 alpha:0.006738 +2026-02-13 02:33:33 | INFO | PID:1375 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:9.75 total_reward_ma:2.03 loss:-2.029 fps:132 +frame:1.59e+06 wall_t:12044 t:99375 epi:nan +opt_step:297939 lr:0.0003 alpha:0.006738 +2026-02-13 02:34:48 | INFO | PID:1375 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:9.91 total_reward_ma:2.31 loss:-2.021 fps:132 +frame:1.60e+06 wall_t:12120 t:100000 epi:nan +opt_step:299814 lr:0.0003 alpha:0.006738 +2026-02-13 02:36:04 | INFO | PID:1375 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:9.80 total_reward_ma:2.58 loss:-2.076 fps:132 +frame:1.61e+06 wall_t:12196 t:100625 epi:nan +opt_step:301689 lr:0.0003 alpha:0.006738 +2026-02-13 02:37:20 | INFO | PID:1375 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:9.71 total_reward_ma:2.85 loss:-2.053 fps:132 +frame:1.62e+06 wall_t:12271 t:101250 epi:nan +opt_step:303564 lr:0.0003 alpha:0.006738 +2026-02-13 02:38:35 | INFO | PID:1375 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:9.62 total_reward_ma:3.12 loss:-2.066 fps:132 +frame:1.63e+06 wall_t:12347 t:101875 epi:nan +opt_step:305439 lr:0.0003 alpha:0.006738 +2026-02-13 02:39:51 | INFO | PID:1375 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:9.51 total_reward_ma:3.38 loss:-2.117 fps:132 +frame:1.64e+06 wall_t:12422 t:102500 epi:nan +opt_step:307314 lr:0.0003 alpha:0.006738 +2026-02-13 02:41:06 | INFO | PID:1375 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:9.42 total_reward_ma:3.63 loss:-2.062 fps:132 +frame:1.65e+06 wall_t:12498 t:103125 epi:nan +opt_step:309189 lr:0.0003 alpha:0.006738 +2026-02-13 02:42:22 | INFO | PID:1375 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:9.43 total_reward_ma:3.89 loss:-2.046 fps:132 +frame:1.66e+06 wall_t:12573 t:103750 epi:nan +opt_step:311064 lr:0.0003 alpha:0.006738 +2026-02-13 02:43:37 | INFO | PID:1375 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:9.52 total_reward_ma:4.14 loss:-1.978 fps:132 +frame:1.67e+06 wall_t:12649 t:104375 epi:nan +opt_step:312939 lr:0.0003 alpha:0.006738 +2026-02-13 02:44:53 | INFO | PID:1375 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:9.54 total_reward_ma:4.39 loss:-2.145 fps:132 +frame:1.68e+06 wall_t:12724 t:105000 epi:nan +opt_step:314814 lr:0.0003 alpha:0.006738 +2026-02-13 02:46:08 | INFO | PID:1375 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:9.52 total_reward_ma:4.63 loss:-2.009 fps:132 +frame:1.69e+06 wall_t:12800 t:105625 epi:nan +opt_step:316689 lr:0.0003 alpha:0.006738 +2026-02-13 02:47:24 | INFO | PID:1375 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:9.57 total_reward_ma:4.87 loss:-2.045 fps:132 +frame:1.70e+06 wall_t:12876 t:106250 epi:nan +opt_step:318564 lr:0.0003 alpha:0.006738 +2026-02-13 02:48:40 | INFO | PID:1375 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:9.70 total_reward_ma:5.11 loss:-2.06 fps:132 +frame:1.71e+06 wall_t:12951 t:106875 epi:nan +opt_step:320439 lr:0.0003 alpha:0.006738 +2026-02-13 02:49:55 | INFO | PID:1375 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:9.70 total_reward_ma:5.34 loss:-2.147 fps:132 +frame:1.72e+06 wall_t:13027 t:107500 epi:nan +opt_step:322314 lr:0.0003 alpha:0.006738 +2026-02-13 02:51:11 | INFO | PID:1375 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:9.80 total_reward_ma:5.57 loss:-2.062 fps:132 +frame:1.73e+06 wall_t:13102 t:108125 epi:nan +opt_step:324189 lr:0.0003 alpha:0.006738 +2026-02-13 02:52:26 | INFO | PID:1375 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:9.87 total_reward_ma:5.79 loss:-2.128 fps:132 +frame:1.74e+06 wall_t:13178 t:108750 epi:nan +opt_step:326064 lr:0.0003 alpha:0.006738 +2026-02-13 02:53:41 | INFO | PID:1375 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:9.98 total_reward_ma:6.00 loss:-2.029 fps:132 +frame:1.75e+06 wall_t:13253 t:109375 epi:nan +opt_step:327939 lr:0.0003 alpha:0.006738 +2026-02-13 02:54:56 | INFO | PID:1375 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:9.98 total_reward_ma:6.22 loss:-2.096 fps:132.1 +frame:1.76e+06 wall_t:13328 t:110000 epi:nan +opt_step:329814 lr:0.0003 alpha:0.006738 +2026-02-13 02:56:11 | INFO | PID:1375 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:10.16 total_reward_ma:6.43 loss:-2.051 fps:132.1 +frame:1.77e+06 wall_t:13403 t:110625 epi:nan +opt_step:331689 lr:0.0003 alpha:0.006738 +2026-02-13 02:57:27 | INFO | PID:1375 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:10.20 total_reward_ma:6.63 loss:-2.083 fps:132.1 +frame:1.78e+06 wall_t:13479 t:111250 epi:nan +opt_step:333564 lr:0.0003 alpha:0.006738 +2026-02-13 02:58:43 | INFO | PID:1375 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:10.16 total_reward_ma:6.82 loss:-2.154 fps:132.1 +frame:1.79e+06 wall_t:13555 t:111875 epi:nan +opt_step:335439 lr:0.0003 alpha:0.006738 +2026-02-13 02:59:59 | INFO | PID:1375 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:10.24 total_reward_ma:7.01 loss:-2.087 fps:132.1 +frame:1.80e+06 wall_t:13630 t:112500 epi:nan +opt_step:337314 lr:0.0003 alpha:0.006738 +2026-02-13 03:01:14 | INFO | PID:1375 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:10.41 total_reward_ma:7.19 loss:-2.198 fps:132.1 +frame:1.81e+06 wall_t:13705 t:113125 epi:nan +opt_step:339189 lr:0.0003 alpha:0.006738 +2026-02-13 03:02:29 | INFO | PID:1375 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:10.62 total_reward_ma:7.38 loss:-2.151 fps:132.1 +frame:1.82e+06 wall_t:13781 t:113750 epi:nan +opt_step:341064 lr:0.0003 alpha:0.006738 +2026-02-13 03:03:44 | INFO | PID:1375 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:10.78 total_reward_ma:7.55 loss:-2.104 fps:132.1 +frame:1.83e+06 wall_t:13856 t:114375 epi:nan +opt_step:342939 lr:0.0003 alpha:0.006738 +2026-02-13 03:05:01 | INFO | PID:1375 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:10.89 total_reward_ma:7.72 loss:-2.088 fps:132.1 +frame:1.84e+06 wall_t:13932 t:115000 epi:nan +opt_step:344814 lr:0.0003 alpha:0.006738 +2026-02-13 03:06:16 | INFO | PID:1375 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:10.94 total_reward_ma:7.88 loss:-1.969 fps:132.1 +frame:1.85e+06 wall_t:14007 t:115625 epi:nan +opt_step:346689 lr:0.0003 alpha:0.006738 +2026-02-13 03:07:31 | INFO | PID:1375 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:10.95 total_reward_ma:8.03 loss:-2.115 fps:132.1 +frame:1.86e+06 wall_t:14083 t:116250 epi:nan +opt_step:348564 lr:0.0003 alpha:0.006738 +2026-02-13 03:08:47 | INFO | PID:1375 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:11.01 total_reward_ma:8.18 loss:-2.078 fps:132.1 +frame:1.87e+06 wall_t:14158 t:116875 epi:nan +opt_step:350439 lr:0.0003 alpha:0.006738 +2026-02-13 03:10:02 | INFO | PID:1375 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:11.23 total_reward_ma:8.32 loss:-2.084 fps:132.1 +frame:1.88e+06 wall_t:14234 t:117500 epi:nan +opt_step:352314 lr:0.0003 alpha:0.006738 +2026-02-13 03:11:18 | INFO | PID:1375 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:11.29 total_reward_ma:8.45 loss:-2.197 fps:132.1 +frame:1.89e+06 wall_t:14309 t:118125 epi:nan +opt_step:354189 lr:0.0003 alpha:0.006738 +2026-02-13 03:12:33 | INFO | PID:1375 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:11.34 total_reward_ma:8.58 loss:-2.073 fps:132.1 +frame:1.90e+06 wall_t:14385 t:118750 epi:nan +opt_step:356064 lr:0.0003 alpha:0.006738 +2026-02-13 03:13:49 | INFO | PID:1375 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:11.15 total_reward_ma:8.69 loss:-2.085 fps:132.1 +frame:1.91e+06 wall_t:14460 t:119375 epi:nan +opt_step:357939 lr:0.0003 alpha:0.006738 +2026-02-13 03:15:05 | INFO | PID:1375 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:11.26 total_reward_ma:8.81 loss:-2.176 fps:132.1 +frame:1.92e+06 wall_t:14536 t:120000 epi:nan +opt_step:359814 lr:0.0003 alpha:0.006738 +2026-02-13 03:16:20 | INFO | PID:1375 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:11.23 total_reward_ma:8.91 loss:-2.145 fps:132.1 +frame:1.93e+06 wall_t:14611 t:120625 epi:nan +opt_step:361689 lr:0.0003 alpha:0.006738 +2026-02-13 03:17:36 | INFO | PID:1375 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:11.22 total_reward_ma:9.01 loss:-2.139 fps:132.1 +frame:1.94e+06 wall_t:14687 t:121250 epi:nan +opt_step:363564 lr:0.0003 alpha:0.006738 +2026-02-13 03:18:51 | INFO | PID:1375 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:11.24 total_reward_ma:9.10 loss:-2.134 fps:132.1 +frame:1.95e+06 wall_t:14763 t:121875 epi:nan +opt_step:365439 lr:0.0003 alpha:0.006738 +2026-02-13 03:20:07 | INFO | PID:1375 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:11.07 total_reward_ma:9.18 loss:-2.148 fps:132.1 +frame:1.96e+06 wall_t:14838 t:122500 epi:nan +opt_step:367314 lr:0.0003 alpha:0.006738 +2026-02-13 03:21:23 | INFO | PID:1375 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:11.08 total_reward_ma:9.26 loss:-2.122 fps:132.1 +frame:1.97e+06 wall_t:14914 t:123125 epi:nan +opt_step:369189 lr:0.0003 alpha:0.006738 +2026-02-13 03:22:38 | INFO | PID:1375 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:11.09 total_reward_ma:9.33 loss:-2.121 fps:132.1 +frame:1.98e+06 wall_t:14990 t:123750 epi:nan +opt_step:371064 lr:0.0003 alpha:0.006738 +2026-02-13 03:23:54 | INFO | PID:1375 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:11.01 total_reward_ma:9.40 loss:-2.09 fps:132.1 +frame:1.99e+06 wall_t:15065 t:124375 epi:nan +opt_step:372939 lr:0.0003 alpha:0.006738 +2026-02-13 03:25:09 | INFO | PID:1375 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pong_t0_s1 [train] +total_reward:11.09 total_reward_ma:9.46 loss:-2.165 fps:132.1 +frame:2.00e+06 wall_t:15141 t:125000 epi:nan +opt_step:374814 lr:0.0003 alpha:0.006738 +2026-02-13 03:25:10 | INFO | PID:1375 | slm_lab.lib.logger:info | Session 1 done diff --git a/data/sac_atari_pong_2026_02_12_231240/log/sac_atari_pong_t0_s2.log b/data/sac_atari_pong_2026_02_12_231240/log/sac_atari_pong_t0_s2.log new file mode 100644 index 0000000000000000000000000000000000000000..c7f02ac33fd58e0450e0d8fe547fb568e7cf19a8 --- /dev/null +++ b/data/sac_atari_pong_2026_02_12_231240/log/sac_atari_pong_t0_s2.log @@ -0,0 +1,802 @@ +2026-02-12 23:12:46 | INFO | PID:1376 | slm_lab.env:_make_vector_env | AtariVectorEnv: 16 envs, native preprocessing +2026-02-12 23:14:40 | INFO | PID:1376 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:nan total_reward_ma:nan loss:-12.96 fps:89.29 +frame:1.00e+04 wall_t:112 t:625 epi:nan +opt_step:1689 lr:0.0003 alpha:0.6313 +2026-02-12 23:15:56 | INFO | PID:1376 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-20.19 total_reward_ma:-20.19 loss:-18.35 fps:106.4 +frame:2.00e+04 wall_t:188 t:1250 epi:nan +opt_step:3564 lr:0.0003 alpha:0.4037 +2026-02-12 23:17:11 | INFO | PID:1376 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-20.39 total_reward_ma:-20.29 loss:-21.52 fps:114.1 +frame:3.00e+04 wall_t:263 t:1875 epi:nan +opt_step:5439 lr:0.0003 alpha:0.2644 +2026-02-12 23:18:28 | INFO | PID:1376 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-20.34 total_reward_ma:-20.31 loss:-22 fps:117.6 +frame:4.00e+04 wall_t:340 t:2500 epi:nan +opt_step:7314 lr:0.0003 alpha:0.1746 +2026-02-12 23:19:44 | INFO | PID:1376 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-20.20 total_reward_ma:-20.28 loss:-22.3 fps:120.2 +frame:5.00e+04 wall_t:416 t:3125 epi:nan +opt_step:9189 lr:0.0003 alpha:0.1157 +2026-02-12 23:21:00 | INFO | PID:1376 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-20.17 total_reward_ma:-20.26 loss:-21.11 fps:122.2 +frame:6.00e+04 wall_t:491 t:3750 epi:nan +opt_step:11064 lr:0.0003 alpha:0.07687 +2026-02-12 23:22:16 | INFO | PID:1376 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-20.20 total_reward_ma:-20.25 loss:-20.37 fps:123.5 +frame:7.00e+04 wall_t:567 t:4375 epi:nan +opt_step:12939 lr:0.0003 alpha:0.05117 +2026-02-12 23:23:31 | INFO | PID:1376 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-20.18 total_reward_ma:-20.24 loss:-18.71 fps:124.6 +frame:8.00e+04 wall_t:642 t:5000 epi:nan +opt_step:14814 lr:0.0003 alpha:0.03412 +2026-02-12 23:24:47 | INFO | PID:1376 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-20.25 total_reward_ma:-20.24 loss:-17.68 fps:125.3 +frame:9.00e+04 wall_t:718 t:5625 epi:nan +opt_step:16689 lr:0.0003 alpha:0.02281 +2026-02-12 23:26:02 | INFO | PID:1376 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-20.29 total_reward_ma:-20.25 loss:-16.09 fps:125.9 +frame:1.00e+05 wall_t:794 t:6250 epi:nan +opt_step:18564 lr:0.0003 alpha:0.01528 +2026-02-12 23:27:19 | INFO | PID:1376 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-20.27 total_reward_ma:-20.25 loss:-14.81 fps:126.4 +frame:1.10e+05 wall_t:870 t:6875 epi:nan +opt_step:20439 lr:0.0003 alpha:0.01027 +2026-02-12 23:28:34 | INFO | PID:1376 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-20.30 total_reward_ma:-20.25 loss:-13.49 fps:126.8 +frame:1.20e+05 wall_t:946 t:7500 epi:nan +opt_step:22314 lr:0.0003 alpha:0.006931 +2026-02-12 23:29:50 | INFO | PID:1376 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-20.29 total_reward_ma:-20.26 loss:-12.31 fps:127.3 +frame:1.30e+05 wall_t:1021 t:8125 epi:nan +opt_step:24189 lr:0.0003 alpha:0.006738 +2026-02-12 23:31:05 | INFO | PID:1376 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-20.37 total_reward_ma:-20.26 loss:-11.05 fps:127.6 +frame:1.40e+05 wall_t:1097 t:8750 epi:nan +opt_step:26064 lr:0.0003 alpha:0.006738 +2026-02-12 23:32:21 | INFO | PID:1376 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-20.40 total_reward_ma:-20.27 loss:-10.14 fps:128 +frame:1.50e+05 wall_t:1172 t:9375 epi:nan +opt_step:27939 lr:0.0003 alpha:0.006738 +2026-02-12 23:33:37 | INFO | PID:1376 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-20.40 total_reward_ma:-20.28 loss:-9.14 fps:128.2 +frame:1.60e+05 wall_t:1248 t:10000 epi:nan +opt_step:29814 lr:0.0003 alpha:0.006738 +2026-02-12 23:34:53 | INFO | PID:1376 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-20.40 total_reward_ma:-20.29 loss:-8.262 fps:128.4 +frame:1.70e+05 wall_t:1324 t:10625 epi:nan +opt_step:31689 lr:0.0003 alpha:0.006738 +2026-02-12 23:36:09 | INFO | PID:1376 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-20.37 total_reward_ma:-20.29 loss:-7.624 fps:128.5 +frame:1.80e+05 wall_t:1401 t:11250 epi:nan +opt_step:33564 lr:0.0003 alpha:0.006738 +2026-02-12 23:37:25 | INFO | PID:1376 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-20.37 total_reward_ma:-20.30 loss:-6.924 fps:128.7 +frame:1.90e+05 wall_t:1476 t:11875 epi:nan +opt_step:35439 lr:0.0003 alpha:0.006738 +2026-02-12 23:38:40 | INFO | PID:1376 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-20.34 total_reward_ma:-20.30 loss:-6.25 fps:128.9 +frame:2.00e+05 wall_t:1552 t:12500 epi:nan +opt_step:37314 lr:0.0003 alpha:0.006738 +2026-02-12 23:39:55 | INFO | PID:1376 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-20.39 total_reward_ma:-20.31 loss:-5.455 fps:129.1 +frame:2.10e+05 wall_t:1627 t:13125 epi:nan +opt_step:39189 lr:0.0003 alpha:0.006738 +2026-02-12 23:41:11 | INFO | PID:1376 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-20.43 total_reward_ma:-20.31 loss:-5.077 fps:129.3 +frame:2.20e+05 wall_t:1702 t:13750 epi:nan +opt_step:41064 lr:0.0003 alpha:0.006738 +2026-02-12 23:42:26 | INFO | PID:1376 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-20.45 total_reward_ma:-20.32 loss:-4.537 fps:129.4 +frame:2.30e+05 wall_t:1778 t:14375 epi:nan +opt_step:42939 lr:0.0003 alpha:0.006738 +2026-02-12 23:43:43 | INFO | PID:1376 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-20.49 total_reward_ma:-20.33 loss:-4.067 fps:129.4 +frame:2.40e+05 wall_t:1855 t:15000 epi:nan +opt_step:44814 lr:0.0003 alpha:0.006738 +2026-02-12 23:44:59 | INFO | PID:1376 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-20.55 total_reward_ma:-20.33 loss:-3.492 fps:129.5 +frame:2.50e+05 wall_t:1930 t:15625 epi:nan +opt_step:46689 lr:0.0003 alpha:0.006738 +2026-02-12 23:46:14 | INFO | PID:1376 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-20.58 total_reward_ma:-20.34 loss:-3.145 fps:129.6 +frame:2.60e+05 wall_t:2006 t:16250 epi:nan +opt_step:48564 lr:0.0003 alpha:0.006738 +2026-02-12 23:47:30 | INFO | PID:1376 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-20.59 total_reward_ma:-20.35 loss:-2.823 fps:129.7 +frame:2.70e+05 wall_t:2082 t:16875 epi:nan +opt_step:50439 lr:0.0003 alpha:0.006738 +2026-02-12 23:48:46 | INFO | PID:1376 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-20.58 total_reward_ma:-20.36 loss:-2.374 fps:129.7 +frame:2.80e+05 wall_t:2158 t:17500 epi:nan +opt_step:52314 lr:0.0003 alpha:0.006738 +2026-02-12 23:50:02 | INFO | PID:1376 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-20.61 total_reward_ma:-20.37 loss:-2.068 fps:129.9 +frame:2.90e+05 wall_t:2233 t:18125 epi:nan +opt_step:54189 lr:0.0003 alpha:0.006738 +2026-02-12 23:51:17 | INFO | PID:1376 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-20.53 total_reward_ma:-20.38 loss:-1.775 fps:129.9 +frame:3.00e+05 wall_t:2309 t:18750 epi:nan +opt_step:56064 lr:0.0003 alpha:0.006738 +2026-02-12 23:52:33 | INFO | PID:1376 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-20.53 total_reward_ma:-20.38 loss:-1.51 fps:130 +frame:3.10e+05 wall_t:2385 t:19375 epi:nan +opt_step:57939 lr:0.0003 alpha:0.006738 +2026-02-12 23:53:49 | INFO | PID:1376 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-20.55 total_reward_ma:-20.39 loss:-1.189 fps:130.1 +frame:3.20e+05 wall_t:2460 t:20000 epi:nan +opt_step:59814 lr:0.0003 alpha:0.006738 +2026-02-12 23:55:04 | INFO | PID:1376 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-20.56 total_reward_ma:-20.39 loss:-0.9831 fps:130.1 +frame:3.30e+05 wall_t:2536 t:20625 epi:nan +opt_step:61689 lr:0.0003 alpha:0.006738 +2026-02-12 23:56:20 | INFO | PID:1376 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-20.51 total_reward_ma:-20.40 loss:-0.7548 fps:130.2 +frame:3.40e+05 wall_t:2611 t:21250 epi:nan +opt_step:63564 lr:0.0003 alpha:0.006738 +2026-02-12 23:57:35 | INFO | PID:1376 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-20.46 total_reward_ma:-20.40 loss:-0.5897 fps:130.3 +frame:3.50e+05 wall_t:2687 t:21875 epi:nan +opt_step:65439 lr:0.0003 alpha:0.006738 +2026-02-12 23:58:51 | INFO | PID:1376 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-20.39 total_reward_ma:-20.40 loss:-0.4498 fps:130.3 +frame:3.60e+05 wall_t:2763 t:22500 epi:nan +opt_step:67314 lr:0.0003 alpha:0.006738 +2026-02-13 00:00:07 | INFO | PID:1376 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-20.36 total_reward_ma:-20.40 loss:-0.2141 fps:130.3 +frame:3.70e+05 wall_t:2839 t:23125 epi:nan +opt_step:69189 lr:0.0003 alpha:0.006738 +2026-02-13 00:01:23 | INFO | PID:1376 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-20.30 total_reward_ma:-20.39 loss:-0.04887 fps:130.4 +frame:3.80e+05 wall_t:2914 t:23750 epi:nan +opt_step:71064 lr:0.0003 alpha:0.006738 +2026-02-13 00:02:38 | INFO | PID:1376 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-20.31 total_reward_ma:-20.39 loss:0.1549 fps:130.5 +frame:3.90e+05 wall_t:2989 t:24375 epi:nan +opt_step:72939 lr:0.0003 alpha:0.006738 +2026-02-13 00:03:54 | INFO | PID:1376 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-20.24 total_reward_ma:-20.39 loss:0.1954 fps:130.5 +frame:4.00e+05 wall_t:3065 t:25000 epi:nan +opt_step:74814 lr:0.0003 alpha:0.006738 +2026-02-13 00:05:09 | INFO | PID:1376 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-20.21 total_reward_ma:-20.38 loss:0.3019 fps:130.5 +frame:4.10e+05 wall_t:3141 t:25625 epi:nan +opt_step:76689 lr:0.0003 alpha:0.006738 +2026-02-13 00:06:25 | INFO | PID:1376 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-20.15 total_reward_ma:-20.38 loss:0.4718 fps:130.6 +frame:4.20e+05 wall_t:3216 t:26250 epi:nan +opt_step:78564 lr:0.0003 alpha:0.006738 +2026-02-13 00:07:41 | INFO | PID:1376 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-20.15 total_reward_ma:-20.37 loss:0.6149 fps:130.6 +frame:4.30e+05 wall_t:3292 t:26875 epi:nan +opt_step:80439 lr:0.0003 alpha:0.006738 +2026-02-13 00:08:57 | INFO | PID:1376 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-20.17 total_reward_ma:-20.37 loss:0.555 fps:130.6 +frame:4.40e+05 wall_t:3368 t:27500 epi:nan +opt_step:82314 lr:0.0003 alpha:0.006738 +2026-02-13 00:10:12 | INFO | PID:1376 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-20.11 total_reward_ma:-20.36 loss:0.6285 fps:130.7 +frame:4.50e+05 wall_t:3444 t:28125 epi:nan +opt_step:84189 lr:0.0003 alpha:0.006738 +2026-02-13 00:11:28 | INFO | PID:1376 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-20.12 total_reward_ma:-20.36 loss:0.6744 fps:130.7 +frame:4.60e+05 wall_t:3520 t:28750 epi:nan +opt_step:86064 lr:0.0003 alpha:0.006781 +2026-02-13 00:12:44 | INFO | PID:1376 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-20.14 total_reward_ma:-20.35 loss:0.5953 fps:130.7 +frame:4.70e+05 wall_t:3596 t:29375 epi:nan +opt_step:87939 lr:0.0003 alpha:0.007713 +2026-02-13 00:14:00 | INFO | PID:1376 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-20.19 total_reward_ma:-20.35 loss:0.4341 fps:130.8 +frame:4.80e+05 wall_t:3671 t:30000 epi:nan +opt_step:89814 lr:0.0003 alpha:0.006738 +2026-02-13 00:15:16 | INFO | PID:1376 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-20.12 total_reward_ma:-20.34 loss:0.4098 fps:130.8 +frame:4.90e+05 wall_t:3747 t:30625 epi:nan +opt_step:91689 lr:0.0003 alpha:0.006738 +2026-02-13 00:16:31 | INFO | PID:1376 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-19.85 total_reward_ma:-20.33 loss:0.3273 fps:130.8 +frame:5.00e+05 wall_t:3823 t:31250 epi:nan +opt_step:93564 lr:0.0003 alpha:0.006738 +2026-02-13 00:17:47 | INFO | PID:1376 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-19.62 total_reward_ma:-20.32 loss:0.2103 fps:130.8 +frame:5.10e+05 wall_t:3898 t:31875 epi:nan +opt_step:95439 lr:0.0003 alpha:0.006738 +2026-02-13 00:19:02 | INFO | PID:1376 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-19.42 total_reward_ma:-20.30 loss:0.1281 fps:130.9 +frame:5.20e+05 wall_t:3973 t:32500 epi:nan +opt_step:97314 lr:0.0003 alpha:0.006738 +2026-02-13 00:20:18 | INFO | PID:1376 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-18.98 total_reward_ma:-20.28 loss:0.02974 fps:130.9 +frame:5.30e+05 wall_t:4049 t:33125 epi:nan +opt_step:99189 lr:0.0003 alpha:0.006738 +2026-02-13 00:21:33 | INFO | PID:1376 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-18.53 total_reward_ma:-20.24 loss:-0.02194 fps:130.9 +frame:5.40e+05 wall_t:4125 t:33750 epi:nan +opt_step:101064 lr:0.0003 alpha:0.006738 +2026-02-13 00:22:49 | INFO | PID:1376 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-18.22 total_reward_ma:-20.21 loss:-0.1189 fps:130.9 +frame:5.50e+05 wall_t:4201 t:34375 epi:nan +opt_step:102939 lr:0.0003 alpha:0.006738 +2026-02-13 00:24:04 | INFO | PID:1376 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-17.90 total_reward_ma:-20.16 loss:-0.1968 fps:131 +frame:5.60e+05 wall_t:4276 t:35000 epi:nan +opt_step:104814 lr:0.0003 alpha:0.006738 +2026-02-13 00:25:20 | INFO | PID:1376 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-17.42 total_reward_ma:-20.11 loss:-0.3726 fps:131 +frame:5.70e+05 wall_t:4352 t:35625 epi:nan +opt_step:106689 lr:0.0003 alpha:0.006738 +2026-02-13 00:26:35 | INFO | PID:1376 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-16.92 total_reward_ma:-20.06 loss:-0.4075 fps:131 +frame:5.80e+05 wall_t:4427 t:36250 epi:nan +opt_step:108564 lr:0.0003 alpha:0.006738 +2026-02-13 00:27:50 | INFO | PID:1376 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-16.62 total_reward_ma:-20.00 loss:-0.4649 fps:131.1 +frame:5.90e+05 wall_t:4501 t:36875 epi:nan +opt_step:110439 lr:0.0003 alpha:0.006738 +2026-02-13 00:29:05 | INFO | PID:1376 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-15.95 total_reward_ma:-19.93 loss:-0.5781 fps:131.1 +frame:6.00e+05 wall_t:4577 t:37500 epi:nan +opt_step:112314 lr:0.0003 alpha:0.006738 +2026-02-13 00:30:20 | INFO | PID:1376 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-15.60 total_reward_ma:-19.86 loss:-0.7228 fps:131.1 +frame:6.10e+05 wall_t:4652 t:38125 epi:nan +opt_step:114189 lr:0.0003 alpha:0.006738 +2026-02-13 00:31:36 | INFO | PID:1376 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-15.08 total_reward_ma:-19.78 loss:-0.818 fps:131.1 +frame:6.20e+05 wall_t:4728 t:38750 epi:nan +opt_step:116064 lr:0.0003 alpha:0.00674 +2026-02-13 00:32:52 | INFO | PID:1376 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-14.59 total_reward_ma:-19.70 loss:-0.9585 fps:131.2 +frame:6.30e+05 wall_t:4803 t:39375 epi:nan +opt_step:117939 lr:0.0003 alpha:0.006738 +2026-02-13 00:34:07 | INFO | PID:1376 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-14.30 total_reward_ma:-19.61 loss:-0.9967 fps:131.2 +frame:6.40e+05 wall_t:4879 t:40000 epi:nan +opt_step:119814 lr:0.0003 alpha:0.006746 +2026-02-13 00:35:22 | INFO | PID:1376 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-13.84 total_reward_ma:-19.52 loss:-1.068 fps:131.2 +frame:6.50e+05 wall_t:4954 t:40625 epi:nan +opt_step:121689 lr:0.0003 alpha:0.006742 +2026-02-13 00:36:38 | INFO | PID:1376 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-13.17 total_reward_ma:-19.42 loss:-1.037 fps:131.2 +frame:6.60e+05 wall_t:5029 t:41250 epi:nan +opt_step:123564 lr:0.0003 alpha:0.006738 +2026-02-13 00:37:53 | INFO | PID:1376 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-12.69 total_reward_ma:-19.32 loss:-1.153 fps:131.2 +frame:6.70e+05 wall_t:5105 t:41875 epi:nan +opt_step:125439 lr:0.0003 alpha:0.006739 +2026-02-13 00:39:08 | INFO | PID:1376 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-12.38 total_reward_ma:-19.22 loss:-1.168 fps:131.3 +frame:6.80e+05 wall_t:5180 t:42500 epi:nan +opt_step:127314 lr:0.0003 alpha:0.006758 +2026-02-13 00:40:24 | INFO | PID:1376 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-11.98 total_reward_ma:-19.11 loss:-1.243 fps:131.3 +frame:6.90e+05 wall_t:5255 t:43125 epi:nan +opt_step:129189 lr:0.0003 alpha:0.006766 +2026-02-13 00:41:39 | INFO | PID:1376 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-10.90 total_reward_ma:-18.99 loss:-1.339 fps:131.3 +frame:7.00e+05 wall_t:5330 t:43750 epi:nan +opt_step:131064 lr:0.0003 alpha:0.006779 +2026-02-13 00:42:54 | INFO | PID:1376 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-10.18 total_reward_ma:-18.87 loss:-1.398 fps:131.3 +frame:7.10e+05 wall_t:5406 t:44375 epi:nan +opt_step:132939 lr:0.0003 alpha:0.006768 +2026-02-13 00:44:09 | INFO | PID:1376 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-9.79 total_reward_ma:-18.74 loss:-1.427 fps:131.4 +frame:7.20e+05 wall_t:5481 t:45000 epi:nan +opt_step:134814 lr:0.0003 alpha:0.006738 +2026-02-13 00:45:25 | INFO | PID:1376 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-9.46 total_reward_ma:-18.61 loss:-1.452 fps:131.4 +frame:7.30e+05 wall_t:5556 t:45625 epi:nan +opt_step:136689 lr:0.0003 alpha:0.006932 +2026-02-13 00:46:41 | INFO | PID:1376 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-8.85 total_reward_ma:-18.48 loss:-1.56 fps:131.4 +frame:7.40e+05 wall_t:5632 t:46250 epi:nan +opt_step:138564 lr:0.0003 alpha:0.007043 +2026-02-13 00:47:56 | INFO | PID:1376 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-8.24 total_reward_ma:-18.34 loss:-1.585 fps:131.4 +frame:7.50e+05 wall_t:5708 t:46875 epi:nan +opt_step:140439 lr:0.0003 alpha:0.007049 +2026-02-13 00:49:12 | INFO | PID:1376 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-7.97 total_reward_ma:-18.20 loss:-1.524 fps:131.4 +frame:7.60e+05 wall_t:5783 t:47500 epi:nan +opt_step:142314 lr:0.0003 alpha:0.007289 +2026-02-13 00:50:27 | INFO | PID:1376 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-7.40 total_reward_ma:-18.06 loss:-1.621 fps:131.4 +frame:7.70e+05 wall_t:5858 t:48125 epi:nan +opt_step:144189 lr:0.0003 alpha:0.007208 +2026-02-13 00:51:42 | INFO | PID:1376 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-7.16 total_reward_ma:-17.92 loss:-1.622 fps:131.5 +frame:7.80e+05 wall_t:5933 t:48750 epi:nan +opt_step:146064 lr:0.0003 alpha:0.007104 +2026-02-13 00:52:57 | INFO | PID:1376 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-6.53 total_reward_ma:-17.77 loss:-1.72 fps:131.5 +frame:7.90e+05 wall_t:6008 t:49375 epi:nan +opt_step:147939 lr:0.0003 alpha:0.007201 +2026-02-13 00:54:12 | INFO | PID:1376 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-5.99 total_reward_ma:-17.62 loss:-1.811 fps:131.5 +frame:8.00e+05 wall_t:6084 t:50000 epi:nan +opt_step:149814 lr:0.0003 alpha:0.007141 +2026-02-13 00:55:27 | INFO | PID:1376 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-5.72 total_reward_ma:-17.47 loss:-1.781 fps:131.5 +frame:8.10e+05 wall_t:6159 t:50625 epi:nan +opt_step:151689 lr:0.0003 alpha:0.007376 +2026-02-13 00:56:43 | INFO | PID:1376 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-5.18 total_reward_ma:-17.32 loss:-1.852 fps:131.5 +frame:8.20e+05 wall_t:6234 t:51250 epi:nan +opt_step:153564 lr:0.0003 alpha:0.007316 +2026-02-13 00:57:58 | INFO | PID:1376 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-4.71 total_reward_ma:-17.17 loss:-1.833 fps:131.6 +frame:8.30e+05 wall_t:6309 t:51875 epi:nan +opt_step:155439 lr:0.0003 alpha:0.007223 +2026-02-13 00:59:13 | INFO | PID:1376 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-4.33 total_reward_ma:-17.01 loss:-1.847 fps:131.6 +frame:8.40e+05 wall_t:6384 t:52500 epi:nan +opt_step:157314 lr:0.0003 alpha:0.00725 +2026-02-13 01:00:28 | INFO | PID:1376 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-3.72 total_reward_ma:-16.85 loss:-1.924 fps:131.6 +frame:8.50e+05 wall_t:6460 t:53125 epi:nan +opt_step:159189 lr:0.0003 alpha:0.007179 +2026-02-13 01:01:44 | INFO | PID:1376 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-3.58 total_reward_ma:-16.70 loss:-1.919 fps:131.6 +frame:8.60e+05 wall_t:6535 t:53750 epi:nan +opt_step:161064 lr:0.0003 alpha:0.007224 +2026-02-13 01:02:59 | INFO | PID:1376 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-3.16 total_reward_ma:-16.54 loss:-1.982 fps:131.6 +frame:8.70e+05 wall_t:6611 t:54375 epi:nan +opt_step:162939 lr:0.0003 alpha:0.007322 +2026-02-13 01:04:15 | INFO | PID:1376 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-2.74 total_reward_ma:-16.38 loss:-1.989 fps:131.6 +frame:8.80e+05 wall_t:6687 t:55000 epi:nan +opt_step:164814 lr:0.0003 alpha:0.007305 +2026-02-13 01:05:31 | INFO | PID:1376 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-2.27 total_reward_ma:-16.22 loss:-2.017 fps:131.6 +frame:8.90e+05 wall_t:6762 t:55625 epi:nan +opt_step:166689 lr:0.0003 alpha:0.00714 +2026-02-13 01:06:46 | INFO | PID:1376 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-2.10 total_reward_ma:-16.06 loss:-1.991 fps:131.6 +frame:9.00e+05 wall_t:6838 t:56250 epi:nan +opt_step:168564 lr:0.0003 alpha:0.006945 +2026-02-13 01:08:01 | INFO | PID:1376 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-1.59 total_reward_ma:-15.90 loss:-2.015 fps:131.6 +frame:9.10e+05 wall_t:6913 t:56875 epi:nan +opt_step:170439 lr:0.0003 alpha:0.006796 +2026-02-13 01:09:16 | INFO | PID:1376 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-1.33 total_reward_ma:-15.74 loss:-2.068 fps:131.7 +frame:9.20e+05 wall_t:6988 t:57500 epi:nan +opt_step:172314 lr:0.0003 alpha:0.006738 +2026-02-13 01:10:32 | INFO | PID:1376 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-1.02 total_reward_ma:-15.58 loss:-2.035 fps:131.7 +frame:9.30e+05 wall_t:7063 t:58125 epi:nan +opt_step:174189 lr:0.0003 alpha:0.0068 +2026-02-13 01:11:47 | INFO | PID:1376 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-0.75 total_reward_ma:-15.42 loss:-1.985 fps:131.7 +frame:9.40e+05 wall_t:7138 t:58750 epi:nan +opt_step:176064 lr:0.0003 alpha:0.006738 +2026-02-13 01:13:02 | INFO | PID:1376 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-0.38 total_reward_ma:-15.26 loss:-2.032 fps:131.7 +frame:9.50e+05 wall_t:7214 t:59375 epi:nan +opt_step:177939 lr:0.0003 alpha:0.006761 +2026-02-13 01:14:18 | INFO | PID:1376 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:-0.01 total_reward_ma:-15.10 loss:-2.054 fps:131.7 +frame:9.60e+05 wall_t:7289 t:60000 epi:nan +opt_step:179814 lr:0.0003 alpha:0.006738 +2026-02-13 01:15:33 | INFO | PID:1376 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:0.18 total_reward_ma:-14.94 loss:-2.054 fps:131.7 +frame:9.70e+05 wall_t:7364 t:60625 epi:nan +opt_step:181689 lr:0.0003 alpha:0.006738 +2026-02-13 01:16:49 | INFO | PID:1376 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:0.27 total_reward_ma:-14.79 loss:-2.105 fps:131.7 +frame:9.80e+05 wall_t:7440 t:61250 epi:nan +opt_step:183564 lr:0.0003 alpha:0.006738 +2026-02-13 01:18:04 | INFO | PID:1376 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:0.39 total_reward_ma:-14.63 loss:-2.028 fps:131.7 +frame:9.90e+05 wall_t:7516 t:61875 epi:nan +opt_step:185439 lr:0.0003 alpha:0.006738 +2026-02-13 01:19:20 | INFO | PID:1376 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:0.67 total_reward_ma:-14.48 loss:-2.046 fps:131.7 +frame:1.00e+06 wall_t:7591 t:62500 epi:nan +opt_step:187314 lr:0.0003 alpha:0.006738 +2026-02-13 01:20:35 | INFO | PID:1376 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:0.97 total_reward_ma:-14.32 loss:-2.097 fps:131.7 +frame:1.01e+06 wall_t:7667 t:63125 epi:nan +opt_step:189189 lr:0.0003 alpha:0.006738 +2026-02-13 01:21:50 | INFO | PID:1376 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:1.23 total_reward_ma:-14.11 loss:-2.095 fps:131.7 +frame:1.02e+06 wall_t:7742 t:63750 epi:nan +opt_step:191064 lr:0.0003 alpha:0.006738 +2026-02-13 01:23:06 | INFO | PID:1376 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:1.42 total_reward_ma:-13.89 loss:-2.067 fps:131.8 +frame:1.03e+06 wall_t:7817 t:64375 epi:nan +opt_step:192939 lr:0.0003 alpha:0.006738 +2026-02-13 01:24:21 | INFO | PID:1376 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:1.54 total_reward_ma:-13.67 loss:-2.144 fps:131.8 +frame:1.04e+06 wall_t:7893 t:65000 epi:nan +opt_step:194814 lr:0.0003 alpha:0.006738 +2026-02-13 01:25:36 | INFO | PID:1376 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:2.06 total_reward_ma:-13.45 loss:-2.086 fps:131.8 +frame:1.05e+06 wall_t:7968 t:65625 epi:nan +opt_step:196689 lr:0.0003 alpha:0.006738 +2026-02-13 01:26:52 | INFO | PID:1376 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:2.04 total_reward_ma:-13.23 loss:-2.115 fps:131.8 +frame:1.06e+06 wall_t:8043 t:66250 epi:nan +opt_step:198564 lr:0.0003 alpha:0.006738 +2026-02-13 01:28:07 | INFO | PID:1376 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:2.27 total_reward_ma:-13.00 loss:-2.048 fps:131.8 +frame:1.07e+06 wall_t:8118 t:66875 epi:nan +opt_step:200439 lr:0.0003 alpha:0.006738 +2026-02-13 01:29:22 | INFO | PID:1376 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:2.47 total_reward_ma:-12.77 loss:-2.096 fps:131.8 +frame:1.08e+06 wall_t:8194 t:67500 epi:nan +opt_step:202314 lr:0.0003 alpha:0.006738 +2026-02-13 01:30:37 | INFO | PID:1376 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:2.65 total_reward_ma:-12.55 loss:-2.161 fps:131.8 +frame:1.09e+06 wall_t:8269 t:68125 epi:nan +opt_step:204189 lr:0.0003 alpha:0.006738 +2026-02-13 01:31:53 | INFO | PID:1376 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:2.95 total_reward_ma:-12.31 loss:-2.161 fps:131.8 +frame:1.10e+06 wall_t:8345 t:68750 epi:nan +opt_step:206064 lr:0.0003 alpha:0.006738 +2026-02-13 01:33:09 | INFO | PID:1376 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:3.32 total_reward_ma:-12.08 loss:-2.09 fps:131.8 +frame:1.11e+06 wall_t:8420 t:69375 epi:nan +opt_step:207939 lr:0.0003 alpha:0.006738 +2026-02-13 01:34:24 | INFO | PID:1376 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:3.52 total_reward_ma:-11.84 loss:-1.998 fps:131.8 +frame:1.12e+06 wall_t:8496 t:70000 epi:nan +opt_step:209814 lr:0.0003 alpha:0.006738 +2026-02-13 01:35:40 | INFO | PID:1376 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:3.70 total_reward_ma:-11.60 loss:-2.128 fps:131.8 +frame:1.13e+06 wall_t:8572 t:70625 epi:nan +opt_step:211689 lr:0.0003 alpha:0.006738 +2026-02-13 01:36:56 | INFO | PID:1376 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:3.99 total_reward_ma:-11.36 loss:-2.104 fps:131.8 +frame:1.14e+06 wall_t:8648 t:71250 epi:nan +opt_step:213564 lr:0.0003 alpha:0.006738 +2026-02-13 01:38:11 | INFO | PID:1376 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:4.29 total_reward_ma:-11.11 loss:-2.114 fps:131.8 +frame:1.15e+06 wall_t:8723 t:71875 epi:nan +opt_step:215439 lr:0.0003 alpha:0.006738 +2026-02-13 01:39:27 | INFO | PID:1376 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:4.69 total_reward_ma:-10.86 loss:-2.037 fps:131.8 +frame:1.16e+06 wall_t:8798 t:72500 epi:nan +opt_step:217314 lr:0.0003 alpha:0.006738 +2026-02-13 01:40:42 | INFO | PID:1376 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:4.73 total_reward_ma:-10.61 loss:-2.021 fps:131.8 +frame:1.17e+06 wall_t:8874 t:73125 epi:nan +opt_step:219189 lr:0.0003 alpha:0.006738 +2026-02-13 01:41:58 | INFO | PID:1376 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:5.13 total_reward_ma:-10.35 loss:-2.078 fps:131.9 +frame:1.18e+06 wall_t:8949 t:73750 epi:nan +opt_step:221064 lr:0.0003 alpha:0.006738 +2026-02-13 01:43:13 | INFO | PID:1376 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:5.29 total_reward_ma:-10.09 loss:-2.053 fps:131.9 +frame:1.19e+06 wall_t:9025 t:74375 epi:nan +opt_step:222939 lr:0.0003 alpha:0.006738 +2026-02-13 01:44:28 | INFO | PID:1376 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:5.45 total_reward_ma:-9.84 loss:-2.039 fps:131.9 +frame:1.20e+06 wall_t:9100 t:75000 epi:nan +opt_step:224814 lr:0.0003 alpha:0.006738 +2026-02-13 01:45:44 | INFO | PID:1376 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:5.71 total_reward_ma:-9.58 loss:-2.05 fps:131.9 +frame:1.21e+06 wall_t:9175 t:75625 epi:nan +opt_step:226689 lr:0.0003 alpha:0.006738 +2026-02-13 01:47:00 | INFO | PID:1376 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:5.56 total_reward_ma:-9.32 loss:-2.061 fps:131.9 +frame:1.22e+06 wall_t:9251 t:76250 epi:nan +opt_step:228564 lr:0.0003 alpha:0.006738 +2026-02-13 01:48:15 | INFO | PID:1376 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:5.87 total_reward_ma:-9.05 loss:-2.09 fps:131.9 +frame:1.23e+06 wall_t:9326 t:76875 epi:nan +opt_step:230439 lr:0.0003 alpha:0.006738 +2026-02-13 01:49:30 | INFO | PID:1376 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:6.01 total_reward_ma:-8.79 loss:-1.965 fps:131.9 +frame:1.24e+06 wall_t:9402 t:77500 epi:nan +opt_step:232314 lr:0.0003 alpha:0.006738 +2026-02-13 01:50:45 | INFO | PID:1376 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:6.21 total_reward_ma:-8.52 loss:-1.966 fps:131.9 +frame:1.25e+06 wall_t:9477 t:78125 epi:nan +opt_step:234189 lr:0.0003 alpha:0.006738 +2026-02-13 01:52:01 | INFO | PID:1376 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:6.49 total_reward_ma:-8.25 loss:-2.042 fps:131.9 +frame:1.26e+06 wall_t:9552 t:78750 epi:nan +opt_step:236064 lr:0.0003 alpha:0.006738 +2026-02-13 01:53:17 | INFO | PID:1376 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:6.89 total_reward_ma:-7.97 loss:-2.008 fps:131.9 +frame:1.27e+06 wall_t:9628 t:79375 epi:nan +opt_step:237939 lr:0.0003 alpha:0.006738 +2026-02-13 01:54:32 | INFO | PID:1376 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:7.00 total_reward_ma:-7.70 loss:-2.082 fps:131.9 +frame:1.28e+06 wall_t:9703 t:80000 epi:nan +opt_step:239814 lr:0.0003 alpha:0.006738 +2026-02-13 01:55:47 | INFO | PID:1376 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:7.24 total_reward_ma:-7.42 loss:-2.13 fps:131.9 +frame:1.29e+06 wall_t:9779 t:80625 epi:nan +opt_step:241689 lr:0.0003 alpha:0.006738 +2026-02-13 01:57:03 | INFO | PID:1376 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:7.59 total_reward_ma:-7.14 loss:-2.06 fps:131.9 +frame:1.30e+06 wall_t:9855 t:81250 epi:nan +opt_step:243564 lr:0.0003 alpha:0.006738 +2026-02-13 01:58:19 | INFO | PID:1376 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:7.78 total_reward_ma:-6.86 loss:-2.111 fps:131.9 +frame:1.31e+06 wall_t:9930 t:81875 epi:nan +opt_step:245439 lr:0.0003 alpha:0.006738 +2026-02-13 01:59:35 | INFO | PID:1376 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:8.05 total_reward_ma:-6.57 loss:-2.028 fps:131.9 +frame:1.32e+06 wall_t:10007 t:82500 epi:nan +opt_step:247314 lr:0.0003 alpha:0.006738 +2026-02-13 02:00:50 | INFO | PID:1376 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:8.67 total_reward_ma:-6.28 loss:-2.049 fps:131.9 +frame:1.33e+06 wall_t:10082 t:83125 epi:nan +opt_step:249189 lr:0.0003 alpha:0.006738 +2026-02-13 02:02:06 | INFO | PID:1376 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:8.90 total_reward_ma:-5.98 loss:-2.081 fps:131.9 +frame:1.34e+06 wall_t:10157 t:83750 epi:nan +opt_step:251064 lr:0.0003 alpha:0.006738 +2026-02-13 02:03:21 | INFO | PID:1376 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:9.09 total_reward_ma:-5.69 loss:-2.091 fps:131.9 +frame:1.35e+06 wall_t:10233 t:84375 epi:nan +opt_step:252939 lr:0.0003 alpha:0.006738 +2026-02-13 02:04:36 | INFO | PID:1376 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:9.16 total_reward_ma:-5.39 loss:-2.066 fps:131.9 +frame:1.36e+06 wall_t:10308 t:85000 epi:nan +opt_step:254814 lr:0.0003 alpha:0.006738 +2026-02-13 02:05:52 | INFO | PID:1376 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:9.46 total_reward_ma:-5.09 loss:-2.074 fps:131.9 +frame:1.37e+06 wall_t:10383 t:85625 epi:nan +opt_step:256689 lr:0.0003 alpha:0.006738 +2026-02-13 02:07:07 | INFO | PID:1376 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:9.73 total_reward_ma:-4.79 loss:-2.027 fps:131.9 +frame:1.38e+06 wall_t:10459 t:86250 epi:nan +opt_step:258564 lr:0.0003 alpha:0.006738 +2026-02-13 02:08:22 | INFO | PID:1376 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:9.87 total_reward_ma:-4.49 loss:-2.128 fps:132 +frame:1.39e+06 wall_t:10534 t:86875 epi:nan +opt_step:260439 lr:0.0003 alpha:0.006738 +2026-02-13 02:09:38 | INFO | PID:1376 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:10.01 total_reward_ma:-4.19 loss:-2.143 fps:132 +frame:1.40e+06 wall_t:10610 t:87500 epi:nan +opt_step:262314 lr:0.0003 alpha:0.006738 +2026-02-13 02:10:53 | INFO | PID:1376 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:10.21 total_reward_ma:-3.89 loss:-2.079 fps:132 +frame:1.41e+06 wall_t:10685 t:88125 epi:nan +opt_step:264189 lr:0.0003 alpha:0.006738 +2026-02-13 02:12:09 | INFO | PID:1376 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:10.23 total_reward_ma:-3.58 loss:-2.142 fps:132 +frame:1.42e+06 wall_t:10761 t:88750 epi:nan +opt_step:266064 lr:0.0003 alpha:0.006738 +2026-02-13 02:13:24 | INFO | PID:1376 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:10.30 total_reward_ma:-3.28 loss:-2.164 fps:132 +frame:1.43e+06 wall_t:10836 t:89375 epi:nan +opt_step:267939 lr:0.0003 alpha:0.006738 +2026-02-13 02:14:40 | INFO | PID:1376 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:10.38 total_reward_ma:-2.97 loss:-2.1 fps:132 +frame:1.44e+06 wall_t:10911 t:90000 epi:nan +opt_step:269814 lr:0.0003 alpha:0.006738 +2026-02-13 02:15:55 | INFO | PID:1376 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:10.56 total_reward_ma:-2.67 loss:-2.077 fps:132 +frame:1.45e+06 wall_t:10987 t:90625 epi:nan +opt_step:271689 lr:0.0003 alpha:0.006738 +2026-02-13 02:17:10 | INFO | PID:1376 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:10.74 total_reward_ma:-2.36 loss:-2.142 fps:132 +frame:1.46e+06 wall_t:11062 t:91250 epi:nan +opt_step:273564 lr:0.0003 alpha:0.006738 +2026-02-13 02:18:26 | INFO | PID:1376 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:11.05 total_reward_ma:-2.04 loss:-2.126 fps:132 +frame:1.47e+06 wall_t:11137 t:91875 epi:nan +opt_step:275439 lr:0.0003 alpha:0.006738 +2026-02-13 02:19:41 | INFO | PID:1376 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:11.13 total_reward_ma:-1.73 loss:-2.06 fps:132 +frame:1.48e+06 wall_t:11213 t:92500 epi:nan +opt_step:277314 lr:0.0003 alpha:0.006738 +2026-02-13 02:20:56 | INFO | PID:1376 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:11.24 total_reward_ma:-1.42 loss:-2.138 fps:132 +frame:1.49e+06 wall_t:11288 t:93125 epi:nan +opt_step:279189 lr:0.0003 alpha:0.006738 +2026-02-13 02:22:11 | INFO | PID:1376 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:11.64 total_reward_ma:-1.10 loss:-2.181 fps:132 +frame:1.50e+06 wall_t:11363 t:93750 epi:nan +opt_step:281064 lr:0.0003 alpha:0.006738 +2026-02-13 02:23:26 | INFO | PID:1376 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:11.80 total_reward_ma:-0.79 loss:-2.279 fps:132 +frame:1.51e+06 wall_t:11438 t:94375 epi:nan +opt_step:282939 lr:0.0003 alpha:0.006738 +2026-02-13 02:24:42 | INFO | PID:1376 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:11.84 total_reward_ma:-0.48 loss:-2.207 fps:132 +frame:1.52e+06 wall_t:11514 t:95000 epi:nan +opt_step:284814 lr:0.0003 alpha:0.006738 +2026-02-13 02:25:58 | INFO | PID:1376 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:11.94 total_reward_ma:-0.17 loss:-2.215 fps:132 +frame:1.53e+06 wall_t:11589 t:95625 epi:nan +opt_step:286689 lr:0.0003 alpha:0.006738 +2026-02-13 02:27:13 | INFO | PID:1376 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:12.16 total_reward_ma:0.14 loss:-2.125 fps:132 +frame:1.54e+06 wall_t:11665 t:96250 epi:nan +opt_step:288564 lr:0.0003 alpha:0.006738 +2026-02-13 02:28:28 | INFO | PID:1376 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:12.12 total_reward_ma:0.44 loss:-2.183 fps:132 +frame:1.55e+06 wall_t:11740 t:96875 epi:nan +opt_step:290439 lr:0.0003 alpha:0.006738 +2026-02-13 02:29:44 | INFO | PID:1376 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:12.22 total_reward_ma:0.74 loss:-2.197 fps:132 +frame:1.56e+06 wall_t:11815 t:97500 epi:nan +opt_step:292314 lr:0.0003 alpha:0.006738 +2026-02-13 02:30:59 | INFO | PID:1376 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:12.25 total_reward_ma:1.04 loss:-2.2 fps:132 +frame:1.57e+06 wall_t:11890 t:98125 epi:nan +opt_step:294189 lr:0.0003 alpha:0.006738 +2026-02-13 02:32:14 | INFO | PID:1376 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:12.36 total_reward_ma:1.33 loss:-2.172 fps:132 +frame:1.58e+06 wall_t:11966 t:98750 epi:nan +opt_step:296064 lr:0.0003 alpha:0.006738 +2026-02-13 02:33:30 | INFO | PID:1376 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:12.36 total_reward_ma:1.62 loss:-2.127 fps:132 +frame:1.59e+06 wall_t:12041 t:99375 epi:nan +opt_step:297939 lr:0.0003 alpha:0.006738 +2026-02-13 02:34:45 | INFO | PID:1376 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:12.50 total_reward_ma:1.91 loss:-2.236 fps:132 +frame:1.60e+06 wall_t:12117 t:100000 epi:nan +opt_step:299814 lr:0.0003 alpha:0.006738 +2026-02-13 02:36:01 | INFO | PID:1376 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:12.69 total_reward_ma:2.19 loss:-2.216 fps:132.1 +frame:1.61e+06 wall_t:12192 t:100625 epi:nan +opt_step:301689 lr:0.0003 alpha:0.006738 +2026-02-13 02:37:16 | INFO | PID:1376 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:12.57 total_reward_ma:2.47 loss:-2.193 fps:132.1 +frame:1.62e+06 wall_t:12268 t:101250 epi:nan +opt_step:303564 lr:0.0003 alpha:0.006738 +2026-02-13 02:38:31 | INFO | PID:1376 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:12.42 total_reward_ma:2.74 loss:-2.194 fps:132.1 +frame:1.63e+06 wall_t:12343 t:101875 epi:nan +opt_step:305439 lr:0.0003 alpha:0.006738 +2026-02-13 02:39:47 | INFO | PID:1376 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:12.52 total_reward_ma:3.01 loss:-2.144 fps:132.1 +frame:1.64e+06 wall_t:12419 t:102500 epi:nan +opt_step:307314 lr:0.0003 alpha:0.006738 +2026-02-13 02:41:03 | INFO | PID:1376 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:12.64 total_reward_ma:3.27 loss:-2.234 fps:132.1 +frame:1.65e+06 wall_t:12495 t:103125 epi:nan +opt_step:309189 lr:0.0003 alpha:0.006738 +2026-02-13 02:42:20 | INFO | PID:1376 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:12.81 total_reward_ma:3.53 loss:-2.222 fps:132 +frame:1.66e+06 wall_t:12571 t:103750 epi:nan +opt_step:311064 lr:0.0003 alpha:0.006738 +2026-02-13 02:43:35 | INFO | PID:1376 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:12.91 total_reward_ma:3.79 loss:-2.244 fps:132.1 +frame:1.67e+06 wall_t:12646 t:104375 epi:nan +opt_step:312939 lr:0.0003 alpha:0.006738 +2026-02-13 02:44:50 | INFO | PID:1376 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:12.82 total_reward_ma:4.04 loss:-2.04 fps:132.1 +frame:1.68e+06 wall_t:12722 t:105000 epi:nan +opt_step:314814 lr:0.0003 alpha:0.006738 +2026-02-13 02:46:06 | INFO | PID:1376 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:12.95 total_reward_ma:4.29 loss:-2.185 fps:132.1 +frame:1.69e+06 wall_t:12797 t:105625 epi:nan +opt_step:316689 lr:0.0003 alpha:0.006738 +2026-02-13 02:47:21 | INFO | PID:1376 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:12.99 total_reward_ma:4.53 loss:-2.179 fps:132.1 +frame:1.70e+06 wall_t:12873 t:106250 epi:nan +opt_step:318564 lr:0.0003 alpha:0.006738 +2026-02-13 02:48:37 | INFO | PID:1376 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:13.02 total_reward_ma:4.76 loss:-2.201 fps:132.1 +frame:1.71e+06 wall_t:12948 t:106875 epi:nan +opt_step:320439 lr:0.0003 alpha:0.006738 +2026-02-13 02:49:52 | INFO | PID:1376 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:13.02 total_reward_ma:4.99 loss:-2.177 fps:132.1 +frame:1.72e+06 wall_t:13023 t:107500 epi:nan +opt_step:322314 lr:0.0003 alpha:0.006738 +2026-02-13 02:51:08 | INFO | PID:1376 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:13.09 total_reward_ma:5.21 loss:-2.192 fps:132.1 +frame:1.73e+06 wall_t:13099 t:108125 epi:nan +opt_step:324189 lr:0.0003 alpha:0.006738 +2026-02-13 02:52:23 | INFO | PID:1376 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:12.96 total_reward_ma:5.43 loss:-2.164 fps:132.1 +frame:1.74e+06 wall_t:13174 t:108750 epi:nan +opt_step:326064 lr:0.0003 alpha:0.006738 +2026-02-13 02:53:38 | INFO | PID:1376 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:12.95 total_reward_ma:5.64 loss:-2.218 fps:132.1 +frame:1.75e+06 wall_t:13250 t:109375 epi:nan +opt_step:327939 lr:0.0003 alpha:0.006738 +2026-02-13 02:54:53 | INFO | PID:1376 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:12.90 total_reward_ma:5.85 loss:-2.183 fps:132.1 +frame:1.76e+06 wall_t:13325 t:110000 epi:nan +opt_step:329814 lr:0.0003 alpha:0.006738 +2026-02-13 02:56:09 | INFO | PID:1376 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:12.84 total_reward_ma:6.05 loss:-2.166 fps:132.1 +frame:1.77e+06 wall_t:13401 t:110625 epi:nan +opt_step:331689 lr:0.0003 alpha:0.006738 +2026-02-13 02:57:25 | INFO | PID:1376 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:13.00 total_reward_ma:6.26 loss:-2.245 fps:132.1 +frame:1.78e+06 wall_t:13476 t:111250 epi:nan +opt_step:333564 lr:0.0003 alpha:0.006738 +2026-02-13 02:58:41 | INFO | PID:1376 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:12.88 total_reward_ma:6.45 loss:-2.256 fps:132.1 +frame:1.79e+06 wall_t:13552 t:111875 epi:nan +opt_step:335439 lr:0.0003 alpha:0.006738 +2026-02-13 02:59:56 | INFO | PID:1376 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:12.94 total_reward_ma:6.64 loss:-2.207 fps:132.1 +frame:1.80e+06 wall_t:13628 t:112500 epi:nan +opt_step:337314 lr:0.0003 alpha:0.006738 +2026-02-13 03:01:12 | INFO | PID:1376 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:12.88 total_reward_ma:6.82 loss:-2.201 fps:132.1 +frame:1.81e+06 wall_t:13703 t:113125 epi:nan +opt_step:339189 lr:0.0003 alpha:0.006738 +2026-02-13 03:02:28 | INFO | PID:1376 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:12.92 total_reward_ma:7.01 loss:-2.191 fps:132.1 +frame:1.82e+06 wall_t:13780 t:113750 epi:nan +opt_step:341064 lr:0.0003 alpha:0.006738 +2026-02-13 03:03:43 | INFO | PID:1376 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:12.91 total_reward_ma:7.18 loss:-2.184 fps:132.1 +frame:1.83e+06 wall_t:13855 t:114375 epi:nan +opt_step:342939 lr:0.0003 alpha:0.006738 +2026-02-13 03:04:59 | INFO | PID:1376 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:12.91 total_reward_ma:7.35 loss:-2.147 fps:132.1 +frame:1.84e+06 wall_t:13931 t:115000 epi:nan +opt_step:344814 lr:0.0003 alpha:0.006738 +2026-02-13 03:06:14 | INFO | PID:1376 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:12.98 total_reward_ma:7.52 loss:-2.167 fps:132.1 +frame:1.85e+06 wall_t:14006 t:115625 epi:nan +opt_step:346689 lr:0.0003 alpha:0.006738 +2026-02-13 03:07:30 | INFO | PID:1376 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:13.02 total_reward_ma:7.69 loss:-2.194 fps:132.1 +frame:1.86e+06 wall_t:14081 t:116250 epi:nan +opt_step:348564 lr:0.0003 alpha:0.006738 +2026-02-13 03:08:45 | INFO | PID:1376 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:13.11 total_reward_ma:7.85 loss:-2.229 fps:132.1 +frame:1.87e+06 wall_t:14156 t:116875 epi:nan +opt_step:350439 lr:0.0003 alpha:0.006738 +2026-02-13 03:10:01 | INFO | PID:1376 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:13.00 total_reward_ma:8.01 loss:-2.22 fps:132.1 +frame:1.88e+06 wall_t:14232 t:117500 epi:nan +opt_step:352314 lr:0.0003 alpha:0.006738 +2026-02-13 03:11:16 | INFO | PID:1376 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:13.09 total_reward_ma:8.16 loss:-2.22 fps:132.1 +frame:1.89e+06 wall_t:14308 t:118125 epi:nan +opt_step:354189 lr:0.0003 alpha:0.006738 +2026-02-13 03:12:32 | INFO | PID:1376 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:13.06 total_reward_ma:8.31 loss:-2.173 fps:132.1 +frame:1.90e+06 wall_t:14384 t:118750 epi:nan +opt_step:356064 lr:0.0003 alpha:0.006738 +2026-02-13 03:13:48 | INFO | PID:1376 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:13.27 total_reward_ma:8.46 loss:-2.229 fps:132.1 +frame:1.91e+06 wall_t:14459 t:119375 epi:nan +opt_step:357939 lr:0.0003 alpha:0.006738 +2026-02-13 03:15:04 | INFO | PID:1376 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:13.26 total_reward_ma:8.61 loss:-2.191 fps:132.1 +frame:1.92e+06 wall_t:14535 t:120000 epi:nan +opt_step:359814 lr:0.0003 alpha:0.006738 +2026-02-13 03:16:19 | INFO | PID:1376 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:13.11 total_reward_ma:8.75 loss:-2.145 fps:132.1 +frame:1.93e+06 wall_t:14611 t:120625 epi:nan +opt_step:361689 lr:0.0003 alpha:0.006738 +2026-02-13 03:17:35 | INFO | PID:1376 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:13.21 total_reward_ma:8.89 loss:-2.143 fps:132.1 +frame:1.94e+06 wall_t:14687 t:121250 epi:nan +opt_step:363564 lr:0.0003 alpha:0.006738 +2026-02-13 03:18:50 | INFO | PID:1376 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:13.31 total_reward_ma:9.02 loss:-2.142 fps:132.1 +frame:1.95e+06 wall_t:14762 t:121875 epi:nan +opt_step:365439 lr:0.0003 alpha:0.006738 +2026-02-13 03:20:06 | INFO | PID:1376 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:13.40 total_reward_ma:9.16 loss:-2.209 fps:132.1 +frame:1.96e+06 wall_t:14837 t:122500 epi:nan +opt_step:367314 lr:0.0003 alpha:0.006738 +2026-02-13 03:21:22 | INFO | PID:1376 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:13.32 total_reward_ma:9.29 loss:-2.177 fps:132.1 +frame:1.97e+06 wall_t:14913 t:123125 epi:nan +opt_step:369189 lr:0.0003 alpha:0.006738 +2026-02-13 03:22:37 | INFO | PID:1376 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:13.44 total_reward_ma:9.42 loss:-2.216 fps:132.1 +frame:1.98e+06 wall_t:14988 t:123750 epi:nan +opt_step:371064 lr:0.0003 alpha:0.006738 +2026-02-13 03:23:52 | INFO | PID:1376 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:13.43 total_reward_ma:9.55 loss:-2.197 fps:132.1 +frame:1.99e+06 wall_t:15064 t:124375 epi:nan +opt_step:372939 lr:0.0003 alpha:0.006738 +2026-02-13 03:25:07 | INFO | PID:1376 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pong_t0_s2 [train] +total_reward:13.52 total_reward_ma:9.68 loss:-2.142 fps:132.1 +frame:2.00e+06 wall_t:15138 t:125000 epi:nan +opt_step:374814 lr:0.0003 alpha:0.006738 +2026-02-13 03:25:08 | INFO | PID:1376 | slm_lab.lib.logger:info | Session 2 done diff --git a/data/sac_atari_pong_2026_02_12_231240/log/sac_atari_pong_t0_s3.log b/data/sac_atari_pong_2026_02_12_231240/log/sac_atari_pong_t0_s3.log new file mode 100644 index 0000000000000000000000000000000000000000..c8ee1906ae0dbbcb1da2a59cbbc8c8e8bd6aba62 --- /dev/null +++ b/data/sac_atari_pong_2026_02_12_231240/log/sac_atari_pong_t0_s3.log @@ -0,0 +1,802 @@ +2026-02-12 23:12:46 | INFO | PID:1377 | slm_lab.env:_make_vector_env | AtariVectorEnv: 16 envs, native preprocessing +2026-02-12 23:14:40 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:nan total_reward_ma:nan loss:-13.22 fps:89.29 +frame:1.00e+04 wall_t:112 t:625 epi:nan +opt_step:1689 lr:0.0003 alpha:0.6315 +2026-02-12 23:15:56 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-20.33 total_reward_ma:-20.33 loss:-18.89 fps:107 +frame:2.00e+04 wall_t:187 t:1250 epi:nan +opt_step:3564 lr:0.0003 alpha:0.4039 +2026-02-12 23:17:11 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-20.38 total_reward_ma:-20.36 loss:-21.66 fps:114.5 +frame:3.00e+04 wall_t:262 t:1875 epi:nan +opt_step:5439 lr:0.0003 alpha:0.2645 +2026-02-12 23:18:28 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-20.25 total_reward_ma:-20.32 loss:-22.48 fps:117.6 +frame:4.00e+04 wall_t:340 t:2500 epi:nan +opt_step:7314 lr:0.0003 alpha:0.1747 +2026-02-12 23:19:43 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-20.17 total_reward_ma:-20.28 loss:-22.11 fps:120.5 +frame:5.00e+04 wall_t:415 t:3125 epi:nan +opt_step:9189 lr:0.0003 alpha:0.1158 +2026-02-12 23:20:59 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-20.19 total_reward_ma:-20.27 loss:-21.25 fps:122.2 +frame:6.00e+04 wall_t:491 t:3750 epi:nan +opt_step:11064 lr:0.0003 alpha:0.07689 +2026-02-12 23:22:15 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-20.15 total_reward_ma:-20.25 loss:-20.2 fps:123.5 +frame:7.00e+04 wall_t:567 t:4375 epi:nan +opt_step:12939 lr:0.0003 alpha:0.05118 +2026-02-12 23:23:31 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-20.17 total_reward_ma:-20.24 loss:-18.5 fps:124.6 +frame:8.00e+04 wall_t:642 t:5000 epi:nan +opt_step:14814 lr:0.0003 alpha:0.03413 +2026-02-12 23:24:47 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-20.17 total_reward_ma:-20.23 loss:-17.21 fps:125.3 +frame:9.00e+04 wall_t:718 t:5625 epi:nan +opt_step:16689 lr:0.0003 alpha:0.0228 +2026-02-12 23:26:03 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-20.15 total_reward_ma:-20.22 loss:-15.95 fps:125.8 +frame:1.00e+05 wall_t:795 t:6250 epi:nan +opt_step:18564 lr:0.0003 alpha:0.01527 +2026-02-12 23:27:20 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-20.09 total_reward_ma:-20.21 loss:-14.53 fps:126.3 +frame:1.10e+05 wall_t:871 t:6875 epi:nan +opt_step:20439 lr:0.0003 alpha:0.01026 +2026-02-12 23:28:35 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-20.10 total_reward_ma:-20.20 loss:-13.25 fps:126.7 +frame:1.20e+05 wall_t:947 t:7500 epi:nan +opt_step:22314 lr:0.0003 alpha:0.006913 +2026-02-12 23:29:51 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-20.08 total_reward_ma:-20.19 loss:-11.96 fps:127.2 +frame:1.30e+05 wall_t:1022 t:8125 epi:nan +opt_step:24189 lr:0.0003 alpha:0.006738 +2026-02-12 23:31:06 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-20.07 total_reward_ma:-20.18 loss:-10.78 fps:127.5 +frame:1.40e+05 wall_t:1098 t:8750 epi:nan +opt_step:26064 lr:0.0003 alpha:0.006738 +2026-02-12 23:32:22 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-20.16 total_reward_ma:-20.18 loss:-9.77 fps:127.9 +frame:1.50e+05 wall_t:1173 t:9375 epi:nan +opt_step:27939 lr:0.0003 alpha:0.006738 +2026-02-12 23:33:37 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-20.15 total_reward_ma:-20.17 loss:-8.746 fps:128.1 +frame:1.60e+05 wall_t:1249 t:10000 epi:nan +opt_step:29814 lr:0.0003 alpha:0.006738 +2026-02-12 23:34:54 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-20.20 total_reward_ma:-20.18 loss:-8 fps:128.3 +frame:1.70e+05 wall_t:1325 t:10625 epi:nan +opt_step:31689 lr:0.0003 alpha:0.006738 +2026-02-12 23:36:10 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-20.28 total_reward_ma:-20.18 loss:-7.217 fps:128.5 +frame:1.80e+05 wall_t:1401 t:11250 epi:nan +opt_step:33564 lr:0.0003 alpha:0.006738 +2026-02-12 23:37:26 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-20.35 total_reward_ma:-20.19 loss:-6.577 fps:128.6 +frame:1.90e+05 wall_t:1477 t:11875 epi:nan +opt_step:35439 lr:0.0003 alpha:0.006738 +2026-02-12 23:38:41 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-20.44 total_reward_ma:-20.20 loss:-6.01 fps:128.8 +frame:2.00e+05 wall_t:1553 t:12500 epi:nan +opt_step:37314 lr:0.0003 alpha:0.006738 +2026-02-12 23:39:57 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-20.50 total_reward_ma:-20.22 loss:-5.289 fps:129 +frame:2.10e+05 wall_t:1628 t:13125 epi:nan +opt_step:39189 lr:0.0003 alpha:0.006738 +2026-02-12 23:41:12 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-20.61 total_reward_ma:-20.24 loss:-4.778 fps:129.1 +frame:2.20e+05 wall_t:1704 t:13750 epi:nan +opt_step:41064 lr:0.0003 alpha:0.006738 +2026-02-12 23:42:28 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-20.64 total_reward_ma:-20.26 loss:-4.203 fps:129.3 +frame:2.30e+05 wall_t:1779 t:14375 epi:nan +opt_step:42939 lr:0.0003 alpha:0.006738 +2026-02-12 23:43:44 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-20.72 total_reward_ma:-20.28 loss:-3.638 fps:129.3 +frame:2.40e+05 wall_t:1856 t:15000 epi:nan +opt_step:44814 lr:0.0003 alpha:0.006738 +2026-02-12 23:45:00 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-20.74 total_reward_ma:-20.30 loss:-3.242 fps:129.4 +frame:2.50e+05 wall_t:1932 t:15625 epi:nan +opt_step:46689 lr:0.0003 alpha:0.006738 +2026-02-12 23:46:16 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-20.71 total_reward_ma:-20.31 loss:-2.807 fps:129.5 +frame:2.60e+05 wall_t:2008 t:16250 epi:nan +opt_step:48564 lr:0.0003 alpha:0.006738 +2026-02-12 23:47:32 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-20.68 total_reward_ma:-20.33 loss:-2.353 fps:129.6 +frame:2.70e+05 wall_t:2084 t:16875 epi:nan +opt_step:50439 lr:0.0003 alpha:0.006738 +2026-02-12 23:48:48 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-20.70 total_reward_ma:-20.34 loss:-2.11 fps:129.6 +frame:2.80e+05 wall_t:2160 t:17500 epi:nan +opt_step:52314 lr:0.0003 alpha:0.006738 +2026-02-12 23:50:04 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-20.61 total_reward_ma:-20.35 loss:-1.721 fps:129.8 +frame:2.90e+05 wall_t:2235 t:18125 epi:nan +opt_step:54189 lr:0.0003 alpha:0.006738 +2026-02-12 23:51:19 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-20.63 total_reward_ma:-20.36 loss:-1.413 fps:129.8 +frame:3.00e+05 wall_t:2311 t:18750 epi:nan +opt_step:56064 lr:0.0003 alpha:0.006738 +2026-02-12 23:52:35 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-20.63 total_reward_ma:-20.37 loss:-1.276 fps:129.9 +frame:3.10e+05 wall_t:2386 t:19375 epi:nan +opt_step:57939 lr:0.0003 alpha:0.006738 +2026-02-12 23:53:50 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-20.56 total_reward_ma:-20.37 loss:-0.9737 fps:130 +frame:3.20e+05 wall_t:2461 t:20000 epi:nan +opt_step:59814 lr:0.0003 alpha:0.006738 +2026-02-12 23:55:05 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-20.51 total_reward_ma:-20.38 loss:-0.7809 fps:130.1 +frame:3.30e+05 wall_t:2536 t:20625 epi:nan +opt_step:61689 lr:0.0003 alpha:0.006738 +2026-02-12 23:56:20 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-20.42 total_reward_ma:-20.38 loss:-0.6091 fps:130.2 +frame:3.40e+05 wall_t:2612 t:21250 epi:nan +opt_step:63564 lr:0.0003 alpha:0.006738 +2026-02-12 23:57:36 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-20.44 total_reward_ma:-20.38 loss:-0.4443 fps:130.2 +frame:3.50e+05 wall_t:2688 t:21875 epi:nan +opt_step:65439 lr:0.0003 alpha:0.006738 +2026-02-12 23:58:52 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-20.45 total_reward_ma:-20.38 loss:-0.1643 fps:130.3 +frame:3.60e+05 wall_t:2763 t:22500 epi:nan +opt_step:67314 lr:0.0003 alpha:0.006738 +2026-02-13 00:00:08 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-20.45 total_reward_ma:-20.39 loss:-0.05561 fps:130.3 +frame:3.70e+05 wall_t:2839 t:23125 epi:nan +opt_step:69189 lr:0.0003 alpha:0.006738 +2026-02-13 00:01:23 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-20.46 total_reward_ma:-20.39 loss:0.09538 fps:130.4 +frame:3.80e+05 wall_t:2915 t:23750 epi:nan +opt_step:71064 lr:0.0003 alpha:0.006738 +2026-02-13 00:02:38 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-20.42 total_reward_ma:-20.39 loss:0.164 fps:130.4 +frame:3.90e+05 wall_t:2990 t:24375 epi:nan +opt_step:72939 lr:0.0003 alpha:0.006738 +2026-02-13 00:03:54 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-20.33 total_reward_ma:-20.39 loss:0.2886 fps:130.5 +frame:4.00e+05 wall_t:3065 t:25000 epi:nan +opt_step:74814 lr:0.0003 alpha:0.006738 +2026-02-13 00:05:09 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-20.32 total_reward_ma:-20.39 loss:0.4754 fps:130.5 +frame:4.10e+05 wall_t:3141 t:25625 epi:nan +opt_step:76689 lr:0.0003 alpha:0.006738 +2026-02-13 00:06:25 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-20.34 total_reward_ma:-20.38 loss:0.5033 fps:130.6 +frame:4.20e+05 wall_t:3217 t:26250 epi:nan +opt_step:78564 lr:0.0003 alpha:0.006738 +2026-02-13 00:07:40 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-20.31 total_reward_ma:-20.38 loss:0.5641 fps:130.6 +frame:4.30e+05 wall_t:3292 t:26875 epi:nan +opt_step:80439 lr:0.0003 alpha:0.006738 +2026-02-13 00:08:56 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-20.35 total_reward_ma:-20.38 loss:0.6912 fps:130.7 +frame:4.40e+05 wall_t:3367 t:27500 epi:nan +opt_step:82314 lr:0.0003 alpha:0.006738 +2026-02-13 00:10:12 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-20.40 total_reward_ma:-20.38 loss:0.6254 fps:130.7 +frame:4.50e+05 wall_t:3443 t:28125 epi:nan +opt_step:84189 lr:0.0003 alpha:0.006738 +2026-02-13 00:11:28 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-20.42 total_reward_ma:-20.38 loss:0.8089 fps:130.7 +frame:4.60e+05 wall_t:3519 t:28750 epi:nan +opt_step:86064 lr:0.0003 alpha:0.006738 +2026-02-13 00:12:44 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-20.47 total_reward_ma:-20.39 loss:0.9053 fps:130.7 +frame:4.70e+05 wall_t:3595 t:29375 epi:nan +opt_step:87939 lr:0.0003 alpha:0.006738 +2026-02-13 00:14:00 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-20.47 total_reward_ma:-20.39 loss:0.8893 fps:130.8 +frame:4.80e+05 wall_t:3671 t:30000 epi:nan +opt_step:89814 lr:0.0003 alpha:0.006738 +2026-02-13 00:15:16 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-20.50 total_reward_ma:-20.39 loss:0.9886 fps:130.8 +frame:4.90e+05 wall_t:3747 t:30625 epi:nan +opt_step:91689 lr:0.0003 alpha:0.006738 +2026-02-13 00:16:32 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-20.55 total_reward_ma:-20.39 loss:1.007 fps:130.8 +frame:5.00e+05 wall_t:3823 t:31250 epi:nan +opt_step:93564 lr:0.0003 alpha:0.006738 +2026-02-13 00:17:47 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-20.66 total_reward_ma:-20.40 loss:1.088 fps:130.8 +frame:5.10e+05 wall_t:3899 t:31875 epi:nan +opt_step:95439 lr:0.0003 alpha:0.006738 +2026-02-13 00:19:03 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-20.64 total_reward_ma:-20.40 loss:1.113 fps:130.8 +frame:5.20e+05 wall_t:3975 t:32500 epi:nan +opt_step:97314 lr:0.0003 alpha:0.006738 +2026-02-13 00:20:18 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-20.64 total_reward_ma:-20.41 loss:1.234 fps:130.9 +frame:5.30e+05 wall_t:4050 t:33125 epi:nan +opt_step:99189 lr:0.0003 alpha:0.006738 +2026-02-13 00:21:34 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-20.62 total_reward_ma:-20.41 loss:1.269 fps:130.9 +frame:5.40e+05 wall_t:4125 t:33750 epi:nan +opt_step:101064 lr:0.0003 alpha:0.006738 +2026-02-13 00:22:49 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-20.62 total_reward_ma:-20.42 loss:1.249 fps:130.9 +frame:5.50e+05 wall_t:4201 t:34375 epi:nan +opt_step:102939 lr:0.0003 alpha:0.006738 +2026-02-13 00:24:05 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-20.61 total_reward_ma:-20.42 loss:1.308 fps:131 +frame:5.60e+05 wall_t:4276 t:35000 epi:nan +opt_step:104814 lr:0.0003 alpha:0.006738 +2026-02-13 00:25:21 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-20.63 total_reward_ma:-20.42 loss:1.349 fps:131 +frame:5.70e+05 wall_t:4352 t:35625 epi:nan +opt_step:106689 lr:0.0003 alpha:0.006738 +2026-02-13 00:26:36 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-20.56 total_reward_ma:-20.42 loss:1.323 fps:131 +frame:5.80e+05 wall_t:4428 t:36250 epi:nan +opt_step:108564 lr:0.0003 alpha:0.006738 +2026-02-13 00:27:52 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-20.56 total_reward_ma:-20.43 loss:1.438 fps:131 +frame:5.90e+05 wall_t:4503 t:36875 epi:nan +opt_step:110439 lr:0.0003 alpha:0.006738 +2026-02-13 00:29:07 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-20.45 total_reward_ma:-20.43 loss:1.481 fps:131.1 +frame:6.00e+05 wall_t:4578 t:37500 epi:nan +opt_step:112314 lr:0.0003 alpha:0.006738 +2026-02-13 00:30:22 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-20.39 total_reward_ma:-20.43 loss:1.452 fps:131.1 +frame:6.10e+05 wall_t:4654 t:38125 epi:nan +opt_step:114189 lr:0.0003 alpha:0.006738 +2026-02-13 00:31:37 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-20.32 total_reward_ma:-20.43 loss:1.512 fps:131.1 +frame:6.20e+05 wall_t:4729 t:38750 epi:nan +opt_step:116064 lr:0.0003 alpha:0.006738 +2026-02-13 00:32:54 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-20.21 total_reward_ma:-20.42 loss:1.448 fps:131.1 +frame:6.30e+05 wall_t:4805 t:39375 epi:nan +opt_step:117939 lr:0.0003 alpha:0.006738 +2026-02-13 00:34:09 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-20.17 total_reward_ma:-20.42 loss:1.494 fps:131.1 +frame:6.40e+05 wall_t:4881 t:40000 epi:nan +opt_step:119814 lr:0.0003 alpha:0.006738 +2026-02-13 00:35:25 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-20.12 total_reward_ma:-20.41 loss:1.54 fps:131.1 +frame:6.50e+05 wall_t:4957 t:40625 epi:nan +opt_step:121689 lr:0.0003 alpha:0.006738 +2026-02-13 00:36:42 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-20.10 total_reward_ma:-20.41 loss:1.521 fps:131.1 +frame:6.60e+05 wall_t:5033 t:41250 epi:nan +opt_step:123564 lr:0.0003 alpha:0.006738 +2026-02-13 00:37:57 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-20.23 total_reward_ma:-20.41 loss:1.56 fps:131.2 +frame:6.70e+05 wall_t:5108 t:41875 epi:nan +opt_step:125439 lr:0.0003 alpha:0.006738 +2026-02-13 00:39:13 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-20.33 total_reward_ma:-20.40 loss:1.52 fps:131.2 +frame:6.80e+05 wall_t:5184 t:42500 epi:nan +opt_step:127314 lr:0.0003 alpha:0.006738 +2026-02-13 00:40:28 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-20.44 total_reward_ma:-20.40 loss:1.517 fps:131.2 +frame:6.90e+05 wall_t:5260 t:43125 epi:nan +opt_step:129189 lr:0.0003 alpha:0.006738 +2026-02-13 00:41:43 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-20.48 total_reward_ma:-20.41 loss:1.514 fps:131.2 +frame:7.00e+05 wall_t:5335 t:43750 epi:nan +opt_step:131064 lr:0.0003 alpha:0.006738 +2026-02-13 00:42:58 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-20.47 total_reward_ma:-20.41 loss:1.518 fps:131.2 +frame:7.10e+05 wall_t:5410 t:44375 epi:nan +opt_step:132939 lr:0.0003 alpha:0.006738 +2026-02-13 00:44:14 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-20.52 total_reward_ma:-20.41 loss:1.491 fps:131.2 +frame:7.20e+05 wall_t:5486 t:45000 epi:nan +opt_step:134814 lr:0.0003 alpha:0.006738 +2026-02-13 00:45:30 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-20.56 total_reward_ma:-20.41 loss:1.489 fps:131.2 +frame:7.30e+05 wall_t:5562 t:45625 epi:nan +opt_step:136689 lr:0.0003 alpha:0.006739 +2026-02-13 00:46:46 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-20.56 total_reward_ma:-20.41 loss:1.29 fps:131.3 +frame:7.40e+05 wall_t:5637 t:46250 epi:nan +opt_step:138564 lr:0.0003 alpha:0.006893 +2026-02-13 00:48:01 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-20.44 total_reward_ma:-20.41 loss:1.202 fps:131.3 +frame:7.50e+05 wall_t:5712 t:46875 epi:nan +opt_step:140439 lr:0.0003 alpha:0.006738 +2026-02-13 00:49:17 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-20.33 total_reward_ma:-20.41 loss:1.019 fps:131.3 +frame:7.60e+05 wall_t:5788 t:47500 epi:nan +opt_step:142314 lr:0.0003 alpha:0.006738 +2026-02-13 00:50:32 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-20.07 total_reward_ma:-20.41 loss:1 fps:131.3 +frame:7.70e+05 wall_t:5864 t:48125 epi:nan +opt_step:144189 lr:0.0003 alpha:0.006738 +2026-02-13 00:51:47 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-19.94 total_reward_ma:-20.40 loss:0.7509 fps:131.3 +frame:7.80e+05 wall_t:5939 t:48750 epi:nan +opt_step:146064 lr:0.0003 alpha:0.006738 +2026-02-13 00:53:03 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-19.76 total_reward_ma:-20.39 loss:0.6002 fps:131.4 +frame:7.90e+05 wall_t:6014 t:49375 epi:nan +opt_step:147939 lr:0.0003 alpha:0.006738 +2026-02-13 00:54:18 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-19.39 total_reward_ma:-20.38 loss:0.4568 fps:131.4 +frame:8.00e+05 wall_t:6090 t:50000 epi:nan +opt_step:149814 lr:0.0003 alpha:0.006738 +2026-02-13 00:55:34 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-18.65 total_reward_ma:-20.36 loss:0.2672 fps:131.4 +frame:8.10e+05 wall_t:6165 t:50625 epi:nan +opt_step:151689 lr:0.0003 alpha:0.006738 +2026-02-13 00:56:49 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-18.65 total_reward_ma:-20.34 loss:0.1832 fps:131.4 +frame:8.20e+05 wall_t:6241 t:51250 epi:nan +opt_step:153564 lr:0.0003 alpha:0.006738 +2026-02-13 00:58:05 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-17.85 total_reward_ma:-20.31 loss:0.02149 fps:131.4 +frame:8.30e+05 wall_t:6317 t:51875 epi:nan +opt_step:155439 lr:0.0003 alpha:0.006738 +2026-02-13 00:59:20 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-17.44 total_reward_ma:-20.27 loss:-0.127 fps:131.4 +frame:8.40e+05 wall_t:6392 t:52500 epi:nan +opt_step:157314 lr:0.0003 alpha:0.006738 +2026-02-13 01:00:36 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-16.72 total_reward_ma:-20.23 loss:-0.3846 fps:131.4 +frame:8.50e+05 wall_t:6467 t:53125 epi:nan +opt_step:159189 lr:0.0003 alpha:0.006738 +2026-02-13 01:01:51 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-16.33 total_reward_ma:-20.18 loss:-0.4117 fps:131.5 +frame:8.60e+05 wall_t:6542 t:53750 epi:nan +opt_step:161064 lr:0.0003 alpha:0.006738 +2026-02-13 01:03:06 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-16.03 total_reward_ma:-20.14 loss:-0.5693 fps:131.5 +frame:8.70e+05 wall_t:6618 t:54375 epi:nan +opt_step:162939 lr:0.0003 alpha:0.006738 +2026-02-13 01:04:22 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-15.32 total_reward_ma:-20.08 loss:-0.6811 fps:131.5 +frame:8.80e+05 wall_t:6694 t:55000 epi:nan +opt_step:164814 lr:0.0003 alpha:0.006738 +2026-02-13 01:05:38 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-13.71 total_reward_ma:-20.01 loss:-0.8869 fps:131.5 +frame:8.90e+05 wall_t:6769 t:55625 epi:nan +opt_step:166689 lr:0.0003 alpha:0.006743 +2026-02-13 01:06:53 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-12.53 total_reward_ma:-19.92 loss:-1.037 fps:131.5 +frame:9.00e+05 wall_t:6845 t:56250 epi:nan +opt_step:168564 lr:0.0003 alpha:0.006738 +2026-02-13 01:08:09 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-11.98 total_reward_ma:-19.84 loss:-1.114 fps:131.5 +frame:9.10e+05 wall_t:6920 t:56875 epi:nan +opt_step:170439 lr:0.0003 alpha:0.006778 +2026-02-13 01:09:25 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-11.29 total_reward_ma:-19.74 loss:-1.237 fps:131.5 +frame:9.20e+05 wall_t:6996 t:57500 epi:nan +opt_step:172314 lr:0.0003 alpha:0.006738 +2026-02-13 01:10:40 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-10.18 total_reward_ma:-19.64 loss:-1.381 fps:131.5 +frame:9.30e+05 wall_t:7072 t:58125 epi:nan +opt_step:174189 lr:0.0003 alpha:0.006738 +2026-02-13 01:11:56 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-8.46 total_reward_ma:-19.52 loss:-1.526 fps:131.5 +frame:9.40e+05 wall_t:7148 t:58750 epi:nan +opt_step:176064 lr:0.0003 alpha:0.006738 +2026-02-13 01:13:12 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-7.31 total_reward_ma:-19.39 loss:-1.562 fps:131.5 +frame:9.50e+05 wall_t:7223 t:59375 epi:nan +opt_step:177939 lr:0.0003 alpha:0.006738 +2026-02-13 01:14:27 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-5.93 total_reward_ma:-19.25 loss:-1.639 fps:131.5 +frame:9.60e+05 wall_t:7299 t:60000 epi:nan +opt_step:179814 lr:0.0003 alpha:0.006738 +2026-02-13 01:15:43 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-4.55 total_reward_ma:-19.09 loss:-1.725 fps:131.5 +frame:9.70e+05 wall_t:7374 t:60625 epi:nan +opt_step:181689 lr:0.0003 alpha:0.006738 +2026-02-13 01:16:58 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-2.84 total_reward_ma:-18.93 loss:-1.792 fps:131.5 +frame:9.80e+05 wall_t:7450 t:61250 epi:nan +opt_step:183564 lr:0.0003 alpha:0.006738 +2026-02-13 01:18:14 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-1.92 total_reward_ma:-18.75 loss:-1.88 fps:131.5 +frame:9.90e+05 wall_t:7526 t:61875 epi:nan +opt_step:185439 lr:0.0003 alpha:0.006738 +2026-02-13 01:19:30 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:-1.26 total_reward_ma:-18.58 loss:-1.927 fps:131.6 +frame:1.00e+06 wall_t:7601 t:62500 epi:nan +opt_step:187314 lr:0.0003 alpha:0.006738 +2026-02-13 01:20:46 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:0.91 total_reward_ma:-18.38 loss:-2.011 fps:131.6 +frame:1.01e+06 wall_t:7677 t:63125 epi:nan +opt_step:189189 lr:0.0003 alpha:0.006738 +2026-02-13 01:22:01 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:2.46 total_reward_ma:-18.15 loss:-2.062 fps:131.6 +frame:1.02e+06 wall_t:7753 t:63750 epi:nan +opt_step:191064 lr:0.0003 alpha:0.006738 +2026-02-13 01:23:17 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:3.37 total_reward_ma:-17.92 loss:-2.162 fps:131.6 +frame:1.03e+06 wall_t:7829 t:64375 epi:nan +opt_step:192939 lr:0.0003 alpha:0.006738 +2026-02-13 01:24:32 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:4.66 total_reward_ma:-17.67 loss:-2.231 fps:131.6 +frame:1.04e+06 wall_t:7904 t:65000 epi:nan +opt_step:194814 lr:0.0003 alpha:0.006738 +2026-02-13 01:25:47 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:6.27 total_reward_ma:-17.40 loss:-2.183 fps:131.6 +frame:1.05e+06 wall_t:7979 t:65625 epi:nan +opt_step:196689 lr:0.0003 alpha:0.006738 +2026-02-13 01:27:03 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:7.45 total_reward_ma:-17.13 loss:-2.254 fps:131.6 +frame:1.06e+06 wall_t:8054 t:66250 epi:nan +opt_step:198564 lr:0.0003 alpha:0.006738 +2026-02-13 01:28:18 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:8.18 total_reward_ma:-16.84 loss:-2.295 fps:131.6 +frame:1.07e+06 wall_t:8129 t:66875 epi:nan +opt_step:200439 lr:0.0003 alpha:0.006738 +2026-02-13 01:29:33 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:9.42 total_reward_ma:-16.55 loss:-2.241 fps:131.6 +frame:1.08e+06 wall_t:8205 t:67500 epi:nan +opt_step:202314 lr:0.0003 alpha:0.006738 +2026-02-13 01:30:48 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:10.23 total_reward_ma:-16.24 loss:-2.383 fps:131.6 +frame:1.09e+06 wall_t:8280 t:68125 epi:nan +opt_step:204189 lr:0.0003 alpha:0.006738 +2026-02-13 01:32:04 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:10.87 total_reward_ma:-15.93 loss:-2.32 fps:131.7 +frame:1.10e+06 wall_t:8355 t:68750 epi:nan +opt_step:206064 lr:0.0003 alpha:0.006738 +2026-02-13 01:33:20 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:11.48 total_reward_ma:-15.62 loss:-2.347 fps:131.7 +frame:1.11e+06 wall_t:8431 t:69375 epi:nan +opt_step:207939 lr:0.0003 alpha:0.006738 +2026-02-13 01:34:35 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:12.13 total_reward_ma:-15.29 loss:-2.373 fps:131.7 +frame:1.12e+06 wall_t:8506 t:70000 epi:nan +opt_step:209814 lr:0.0003 alpha:0.006738 +2026-02-13 01:35:50 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:12.55 total_reward_ma:-14.97 loss:-2.361 fps:131.7 +frame:1.13e+06 wall_t:8582 t:70625 epi:nan +opt_step:211689 lr:0.0003 alpha:0.006738 +2026-02-13 01:37:06 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:12.77 total_reward_ma:-14.64 loss:-2.335 fps:131.7 +frame:1.14e+06 wall_t:8657 t:71250 epi:nan +opt_step:213564 lr:0.0003 alpha:0.006738 +2026-02-13 01:38:21 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:12.78 total_reward_ma:-14.31 loss:-2.34 fps:131.7 +frame:1.15e+06 wall_t:8733 t:71875 epi:nan +opt_step:215439 lr:0.0003 alpha:0.006738 +2026-02-13 01:39:37 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:13.16 total_reward_ma:-13.98 loss:-2.431 fps:131.7 +frame:1.16e+06 wall_t:8809 t:72500 epi:nan +opt_step:217314 lr:0.0003 alpha:0.006738 +2026-02-13 01:40:53 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:13.45 total_reward_ma:-13.64 loss:-2.395 fps:131.7 +frame:1.17e+06 wall_t:8884 t:73125 epi:nan +opt_step:219189 lr:0.0003 alpha:0.006738 +2026-02-13 01:42:08 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:13.76 total_reward_ma:-13.30 loss:-2.378 fps:131.7 +frame:1.18e+06 wall_t:8960 t:73750 epi:nan +opt_step:221064 lr:0.0003 alpha:0.006738 +2026-02-13 01:43:23 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:13.82 total_reward_ma:-12.96 loss:-2.326 fps:131.7 +frame:1.19e+06 wall_t:9035 t:74375 epi:nan +opt_step:222939 lr:0.0003 alpha:0.006738 +2026-02-13 01:44:39 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:13.79 total_reward_ma:-12.62 loss:-2.294 fps:131.7 +frame:1.20e+06 wall_t:9110 t:75000 epi:nan +opt_step:224814 lr:0.0003 alpha:0.006738 +2026-02-13 01:45:54 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:13.80 total_reward_ma:-12.27 loss:-2.33 fps:131.7 +frame:1.21e+06 wall_t:9186 t:75625 epi:nan +opt_step:226689 lr:0.0003 alpha:0.006738 +2026-02-13 01:47:10 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:13.99 total_reward_ma:-11.93 loss:-2.34 fps:131.7 +frame:1.22e+06 wall_t:9261 t:76250 epi:nan +opt_step:228564 lr:0.0003 alpha:0.006738 +2026-02-13 01:48:25 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:14.19 total_reward_ma:-11.58 loss:-2.316 fps:131.7 +frame:1.23e+06 wall_t:9336 t:76875 epi:nan +opt_step:230439 lr:0.0003 alpha:0.006738 +2026-02-13 01:49:40 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:14.14 total_reward_ma:-11.23 loss:-2.333 fps:131.7 +frame:1.24e+06 wall_t:9412 t:77500 epi:nan +opt_step:232314 lr:0.0003 alpha:0.006738 +2026-02-13 01:50:55 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:14.16 total_reward_ma:-10.88 loss:-2.295 fps:131.8 +frame:1.25e+06 wall_t:9487 t:78125 epi:nan +opt_step:234189 lr:0.0003 alpha:0.006738 +2026-02-13 01:52:11 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:14.21 total_reward_ma:-10.53 loss:-2.367 fps:131.8 +frame:1.26e+06 wall_t:9563 t:78750 epi:nan +opt_step:236064 lr:0.0003 alpha:0.006738 +2026-02-13 01:53:27 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:14.25 total_reward_ma:-10.18 loss:-2.315 fps:131.8 +frame:1.27e+06 wall_t:9638 t:79375 epi:nan +opt_step:237939 lr:0.0003 alpha:0.006738 +2026-02-13 01:54:42 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:14.39 total_reward_ma:-9.83 loss:-2.407 fps:131.8 +frame:1.28e+06 wall_t:9713 t:80000 epi:nan +opt_step:239814 lr:0.0003 alpha:0.006738 +2026-02-13 01:55:57 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:14.50 total_reward_ma:-9.48 loss:-2.341 fps:131.8 +frame:1.29e+06 wall_t:9789 t:80625 epi:nan +opt_step:241689 lr:0.0003 alpha:0.006738 +2026-02-13 01:57:13 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:14.22 total_reward_ma:-9.13 loss:-2.333 fps:131.8 +frame:1.30e+06 wall_t:9864 t:81250 epi:nan +opt_step:243564 lr:0.0003 alpha:0.006738 +2026-02-13 01:58:28 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:14.23 total_reward_ma:-8.78 loss:-2.295 fps:131.8 +frame:1.31e+06 wall_t:9940 t:81875 epi:nan +opt_step:245439 lr:0.0003 alpha:0.006738 +2026-02-13 01:59:44 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:14.16 total_reward_ma:-8.44 loss:-2.283 fps:131.8 +frame:1.32e+06 wall_t:10016 t:82500 epi:nan +opt_step:247314 lr:0.0003 alpha:0.006738 +2026-02-13 02:01:00 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:14.44 total_reward_ma:-8.09 loss:-2.315 fps:131.8 +frame:1.33e+06 wall_t:10091 t:83125 epi:nan +opt_step:249189 lr:0.0003 alpha:0.006738 +2026-02-13 02:02:15 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:14.41 total_reward_ma:-7.74 loss:-2.309 fps:131.8 +frame:1.34e+06 wall_t:10167 t:83750 epi:nan +opt_step:251064 lr:0.0003 alpha:0.006738 +2026-02-13 02:03:31 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:14.42 total_reward_ma:-7.39 loss:-2.324 fps:131.8 +frame:1.35e+06 wall_t:10242 t:84375 epi:nan +opt_step:252939 lr:0.0003 alpha:0.006738 +2026-02-13 02:04:46 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:14.55 total_reward_ma:-7.04 loss:-2.237 fps:131.8 +frame:1.36e+06 wall_t:10318 t:85000 epi:nan +opt_step:254814 lr:0.0003 alpha:0.006738 +2026-02-13 02:06:01 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:14.74 total_reward_ma:-6.69 loss:-2.307 fps:131.8 +frame:1.37e+06 wall_t:10392 t:85625 epi:nan +opt_step:256689 lr:0.0003 alpha:0.006738 +2026-02-13 02:07:17 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:14.81 total_reward_ma:-6.34 loss:-2.224 fps:131.8 +frame:1.38e+06 wall_t:10469 t:86250 epi:nan +opt_step:258564 lr:0.0003 alpha:0.006738 +2026-02-13 02:08:33 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:14.82 total_reward_ma:-5.98 loss:-2.256 fps:131.8 +frame:1.39e+06 wall_t:10544 t:86875 epi:nan +opt_step:260439 lr:0.0003 alpha:0.006738 +2026-02-13 02:09:48 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:14.72 total_reward_ma:-5.63 loss:-2.284 fps:131.8 +frame:1.40e+06 wall_t:10620 t:87500 epi:nan +opt_step:262314 lr:0.0003 alpha:0.006738 +2026-02-13 02:11:03 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:14.57 total_reward_ma:-5.28 loss:-2.318 fps:131.8 +frame:1.41e+06 wall_t:10695 t:88125 epi:nan +opt_step:264189 lr:0.0003 alpha:0.006738 +2026-02-13 02:12:18 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:14.60 total_reward_ma:-4.93 loss:-2.244 fps:131.8 +frame:1.42e+06 wall_t:10770 t:88750 epi:nan +opt_step:266064 lr:0.0003 alpha:0.006738 +2026-02-13 02:13:34 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:14.77 total_reward_ma:-4.58 loss:-2.322 fps:131.8 +frame:1.43e+06 wall_t:10846 t:89375 epi:nan +opt_step:267939 lr:0.0003 alpha:0.006738 +2026-02-13 02:14:50 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:14.83 total_reward_ma:-4.23 loss:-2.332 fps:131.9 +frame:1.44e+06 wall_t:10921 t:90000 epi:nan +opt_step:269814 lr:0.0003 alpha:0.006738 +2026-02-13 02:16:05 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:14.88 total_reward_ma:-3.88 loss:-2.277 fps:131.9 +frame:1.45e+06 wall_t:10997 t:90625 epi:nan +opt_step:271689 lr:0.0003 alpha:0.006738 +2026-02-13 02:17:21 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:14.88 total_reward_ma:-3.53 loss:-2.238 fps:131.9 +frame:1.46e+06 wall_t:11072 t:91250 epi:nan +opt_step:273564 lr:0.0003 alpha:0.006738 +2026-02-13 02:18:36 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:14.74 total_reward_ma:-3.17 loss:-2.278 fps:131.9 +frame:1.47e+06 wall_t:11148 t:91875 epi:nan +opt_step:275439 lr:0.0003 alpha:0.006738 +2026-02-13 02:19:52 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:14.68 total_reward_ma:-2.82 loss:-2.179 fps:131.9 +frame:1.48e+06 wall_t:11223 t:92500 epi:nan +opt_step:277314 lr:0.0003 alpha:0.006738 +2026-02-13 02:21:07 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:14.58 total_reward_ma:-2.47 loss:-2.348 fps:131.9 +frame:1.49e+06 wall_t:11299 t:93125 epi:nan +opt_step:279189 lr:0.0003 alpha:0.006738 +2026-02-13 02:22:23 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:14.62 total_reward_ma:-2.12 loss:-2.235 fps:131.9 +frame:1.50e+06 wall_t:11375 t:93750 epi:nan +opt_step:281064 lr:0.0003 alpha:0.006738 +2026-02-13 02:23:39 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:14.48 total_reward_ma:-1.77 loss:-2.287 fps:131.9 +frame:1.51e+06 wall_t:11451 t:94375 epi:nan +opt_step:282939 lr:0.0003 alpha:0.006738 +2026-02-13 02:24:55 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:14.58 total_reward_ma:-1.42 loss:-2.255 fps:131.9 +frame:1.52e+06 wall_t:11527 t:95000 epi:nan +opt_step:284814 lr:0.0003 alpha:0.006738 +2026-02-13 02:26:11 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:14.84 total_reward_ma:-1.06 loss:-2.344 fps:131.9 +frame:1.53e+06 wall_t:11602 t:95625 epi:nan +opt_step:286689 lr:0.0003 alpha:0.006738 +2026-02-13 02:27:26 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:14.94 total_reward_ma:-0.71 loss:-2.271 fps:131.9 +frame:1.54e+06 wall_t:11678 t:96250 epi:nan +opt_step:288564 lr:0.0003 alpha:0.006738 +2026-02-13 02:28:41 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:14.94 total_reward_ma:-0.35 loss:-2.332 fps:131.9 +frame:1.55e+06 wall_t:11753 t:96875 epi:nan +opt_step:290439 lr:0.0003 alpha:0.006738 +2026-02-13 02:29:57 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:14.80 total_reward_ma:0.00 loss:-2.332 fps:131.9 +frame:1.56e+06 wall_t:11829 t:97500 epi:nan +opt_step:292314 lr:0.0003 alpha:0.006738 +2026-02-13 02:31:13 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:14.96 total_reward_ma:0.36 loss:-2.317 fps:131.9 +frame:1.57e+06 wall_t:11904 t:98125 epi:nan +opt_step:294189 lr:0.0003 alpha:0.006738 +2026-02-13 02:32:28 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:14.95 total_reward_ma:0.72 loss:-2.329 fps:131.9 +frame:1.58e+06 wall_t:11979 t:98750 epi:nan +opt_step:296064 lr:0.0003 alpha:0.006738 +2026-02-13 02:33:43 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:15.07 total_reward_ma:1.07 loss:-2.231 fps:131.9 +frame:1.59e+06 wall_t:12055 t:99375 epi:nan +opt_step:297939 lr:0.0003 alpha:0.006738 +2026-02-13 02:34:59 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:15.06 total_reward_ma:1.43 loss:-2.263 fps:131.9 +frame:1.60e+06 wall_t:12130 t:100000 epi:nan +opt_step:299814 lr:0.0003 alpha:0.006738 +2026-02-13 02:36:14 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:15.04 total_reward_ma:1.78 loss:-2.222 fps:131.9 +frame:1.61e+06 wall_t:12206 t:100625 epi:nan +opt_step:301689 lr:0.0003 alpha:0.006738 +2026-02-13 02:37:29 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:15.09 total_reward_ma:2.13 loss:-2.275 fps:131.9 +frame:1.62e+06 wall_t:12281 t:101250 epi:nan +opt_step:303564 lr:0.0003 alpha:0.006738 +2026-02-13 02:38:45 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:15.36 total_reward_ma:2.49 loss:-2.267 fps:131.9 +frame:1.63e+06 wall_t:12356 t:101875 epi:nan +opt_step:305439 lr:0.0003 alpha:0.006738 +2026-02-13 02:40:00 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:15.32 total_reward_ma:2.85 loss:-2.252 fps:131.9 +frame:1.64e+06 wall_t:12431 t:102500 epi:nan +opt_step:307314 lr:0.0003 alpha:0.006738 +2026-02-13 02:41:15 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:15.32 total_reward_ma:3.20 loss:-2.314 fps:131.9 +frame:1.65e+06 wall_t:12507 t:103125 epi:nan +opt_step:309189 lr:0.0003 alpha:0.006738 +2026-02-13 02:42:31 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:15.36 total_reward_ma:3.55 loss:-2.316 fps:131.9 +frame:1.66e+06 wall_t:12582 t:103750 epi:nan +opt_step:311064 lr:0.0003 alpha:0.006738 +2026-02-13 02:43:46 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:15.35 total_reward_ma:3.91 loss:-2.296 fps:131.9 +frame:1.67e+06 wall_t:12658 t:104375 epi:nan +opt_step:312939 lr:0.0003 alpha:0.006738 +2026-02-13 02:45:02 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:15.39 total_reward_ma:4.27 loss:-2.317 fps:131.9 +frame:1.68e+06 wall_t:12734 t:105000 epi:nan +opt_step:314814 lr:0.0003 alpha:0.006738 +2026-02-13 02:46:17 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:15.42 total_reward_ma:4.63 loss:-2.277 fps:131.9 +frame:1.69e+06 wall_t:12808 t:105625 epi:nan +opt_step:316689 lr:0.0003 alpha:0.006738 +2026-02-13 02:47:32 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:15.76 total_reward_ma:4.99 loss:-2.328 fps:131.9 +frame:1.70e+06 wall_t:12884 t:106250 epi:nan +opt_step:318564 lr:0.0003 alpha:0.006738 +2026-02-13 02:48:48 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:15.83 total_reward_ma:5.35 loss:-2.301 fps:131.9 +frame:1.71e+06 wall_t:12960 t:106875 epi:nan +opt_step:320439 lr:0.0003 alpha:0.006738 +2026-02-13 02:50:04 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:15.82 total_reward_ma:5.71 loss:-2.274 fps:132 +frame:1.72e+06 wall_t:13035 t:107500 epi:nan +opt_step:322314 lr:0.0003 alpha:0.006738 +2026-02-13 02:51:20 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:15.81 total_reward_ma:6.08 loss:-2.269 fps:132 +frame:1.73e+06 wall_t:13111 t:108125 epi:nan +opt_step:324189 lr:0.0003 alpha:0.006738 +2026-02-13 02:52:35 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:15.71 total_reward_ma:6.44 loss:-2.309 fps:132 +frame:1.74e+06 wall_t:13186 t:108750 epi:nan +opt_step:326064 lr:0.0003 alpha:0.006738 +2026-02-13 02:53:50 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:15.67 total_reward_ma:6.80 loss:-2.334 fps:132 +frame:1.75e+06 wall_t:13261 t:109375 epi:nan +opt_step:327939 lr:0.0003 alpha:0.006738 +2026-02-13 02:55:05 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:15.59 total_reward_ma:7.16 loss:-2.348 fps:132 +frame:1.76e+06 wall_t:13337 t:110000 epi:nan +opt_step:329814 lr:0.0003 alpha:0.006738 +2026-02-13 02:56:21 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:15.61 total_reward_ma:7.52 loss:-2.326 fps:132 +frame:1.77e+06 wall_t:13412 t:110625 epi:nan +opt_step:331689 lr:0.0003 alpha:0.006738 +2026-02-13 02:57:36 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:15.69 total_reward_ma:7.87 loss:-2.255 fps:132 +frame:1.78e+06 wall_t:13488 t:111250 epi:nan +opt_step:333564 lr:0.0003 alpha:0.006738 +2026-02-13 02:58:52 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:15.70 total_reward_ma:8.23 loss:-2.289 fps:132 +frame:1.79e+06 wall_t:13564 t:111875 epi:nan +opt_step:335439 lr:0.0003 alpha:0.006738 +2026-02-13 03:00:08 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:15.78 total_reward_ma:8.58 loss:-2.344 fps:132 +frame:1.80e+06 wall_t:13639 t:112500 epi:nan +opt_step:337314 lr:0.0003 alpha:0.006738 +2026-02-13 03:01:23 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:15.84 total_reward_ma:8.93 loss:-2.314 fps:132 +frame:1.81e+06 wall_t:13715 t:113125 epi:nan +opt_step:339189 lr:0.0003 alpha:0.006738 +2026-02-13 03:02:39 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:15.87 total_reward_ma:9.27 loss:-2.377 fps:132 +frame:1.82e+06 wall_t:13791 t:113750 epi:nan +opt_step:341064 lr:0.0003 alpha:0.006738 +2026-02-13 03:03:55 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:15.88 total_reward_ma:9.61 loss:-2.314 fps:132 +frame:1.83e+06 wall_t:13866 t:114375 epi:nan +opt_step:342939 lr:0.0003 alpha:0.006738 +2026-02-13 03:05:11 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:15.90 total_reward_ma:9.94 loss:-2.325 fps:132 +frame:1.84e+06 wall_t:13943 t:115000 epi:nan +opt_step:344814 lr:0.0003 alpha:0.006738 +2026-02-13 03:06:26 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:15.96 total_reward_ma:10.27 loss:-2.308 fps:132 +frame:1.85e+06 wall_t:14018 t:115625 epi:nan +opt_step:346689 lr:0.0003 alpha:0.006738 +2026-02-13 03:07:41 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:16.03 total_reward_ma:10.59 loss:-2.3 fps:132 +frame:1.86e+06 wall_t:14093 t:116250 epi:nan +opt_step:348564 lr:0.0003 alpha:0.006738 +2026-02-13 03:08:57 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:15.98 total_reward_ma:10.91 loss:-2.294 fps:132 +frame:1.87e+06 wall_t:14169 t:116875 epi:nan +opt_step:350439 lr:0.0003 alpha:0.006738 +2026-02-13 03:10:13 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:16.02 total_reward_ma:11.23 loss:-2.268 fps:132 +frame:1.88e+06 wall_t:14244 t:117500 epi:nan +opt_step:352314 lr:0.0003 alpha:0.006738 +2026-02-13 03:11:29 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:16.08 total_reward_ma:11.52 loss:-2.369 fps:132 +frame:1.89e+06 wall_t:14320 t:118125 epi:nan +opt_step:354189 lr:0.0003 alpha:0.006738 +2026-02-13 03:12:44 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:16.23 total_reward_ma:11.81 loss:-2.294 fps:132 +frame:1.90e+06 wall_t:14396 t:118750 epi:nan +opt_step:356064 lr:0.0003 alpha:0.006738 +2026-02-13 03:14:00 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:16.32 total_reward_ma:12.09 loss:-2.333 fps:132 +frame:1.91e+06 wall_t:14472 t:119375 epi:nan +opt_step:357939 lr:0.0003 alpha:0.006738 +2026-02-13 03:15:15 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:16.24 total_reward_ma:12.37 loss:-2.344 fps:132 +frame:1.92e+06 wall_t:14547 t:120000 epi:nan +opt_step:359814 lr:0.0003 alpha:0.006738 +2026-02-13 03:16:31 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:16.23 total_reward_ma:12.63 loss:-2.334 fps:132 +frame:1.93e+06 wall_t:14623 t:120625 epi:nan +opt_step:361689 lr:0.0003 alpha:0.006738 +2026-02-13 03:17:47 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:16.41 total_reward_ma:12.88 loss:-2.301 fps:132 +frame:1.94e+06 wall_t:14698 t:121250 epi:nan +opt_step:363564 lr:0.0003 alpha:0.006738 +2026-02-13 03:19:03 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:16.50 total_reward_ma:13.12 loss:-2.338 fps:132 +frame:1.95e+06 wall_t:14774 t:121875 epi:nan +opt_step:365439 lr:0.0003 alpha:0.006738 +2026-02-13 03:20:19 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:16.45 total_reward_ma:13.34 loss:-2.401 fps:132 +frame:1.96e+06 wall_t:14850 t:122500 epi:nan +opt_step:367314 lr:0.0003 alpha:0.006738 +2026-02-13 03:21:34 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:16.80 total_reward_ma:13.56 loss:-2.358 fps:132 +frame:1.97e+06 wall_t:14926 t:123125 epi:nan +opt_step:369189 lr:0.0003 alpha:0.006738 +2026-02-13 03:22:50 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:16.76 total_reward_ma:13.75 loss:-2.377 fps:132 +frame:1.98e+06 wall_t:15002 t:123750 epi:nan +opt_step:371064 lr:0.0003 alpha:0.006738 +2026-02-13 03:24:05 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:16.76 total_reward_ma:13.94 loss:-2.386 fps:132 +frame:1.99e+06 wall_t:15076 t:124375 epi:nan +opt_step:372939 lr:0.0003 alpha:0.006738 +2026-02-13 03:25:17 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pong_t0_s3 [train] +total_reward:16.72 total_reward_ma:14.12 loss:-2.245 fps:132 +frame:2.00e+06 wall_t:15149 t:125000 epi:nan +opt_step:374814 lr:0.0003 alpha:0.006738 +2026-02-13 03:25:18 | INFO | PID:1377 | slm_lab.lib.logger:info | Session 3 done diff --git a/data/sac_atari_pong_2026_02_12_231240/sac_atari_pong_spec.json b/data/sac_atari_pong_2026_02_12_231240/sac_atari_pong_spec.json new file mode 100644 index 0000000000000000000000000000000000000000..cbeb50f75067c9161ff2b1cdd0e2e5f0d704604b --- /dev/null +++ b/data/sac_atari_pong_2026_02_12_231240/sac_atari_pong_spec.json @@ -0,0 +1,98 @@ +{ + "agent": { + "name": "SoftActorCritic", + "algorithm": { + "name": "SoftActorCritic", + "action_pdtype": "Categorical", + "action_policy": "default", + "gamma": 0.99, + "training_start_step": 1000, + "training_frequency": 4, + "training_iter": 3 + }, + "memory": { + "name": "Replay", + "batch_size": 256, + "max_size": 200000, + "use_cer": false + }, + "net": { + "type": "ConvNet", 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b/data/sac_atari_pooyan_2026_02_12_233303/info/sac_atari_pooyan_t0_trial_metrics_scalar.json @@ -0,0 +1,11 @@ +{ + "frame": 2000000.0, + "total_reward_ma": 2625.37890625, + "strength": 1753.388671875, + "max_strength": 3428.03759765625, + "final_strength": 1997.362548828125, + "sample_efficiency": 1.0501207725610584e-06, + "training_efficiency": 5.579797743848758e-06, + "stability": 0.9894860982894897, + "consistency": 0.4787135720252991 +} \ No newline at end of file diff --git a/data/sac_atari_pooyan_2026_02_12_233303/log/sac_atari_pooyan_t0.log b/data/sac_atari_pooyan_2026_02_12_233303/log/sac_atari_pooyan_t0.log new file mode 100644 index 0000000000000000000000000000000000000000..fd1216bbf75112c4b2c272eedf4175a6f107b4fd --- /dev/null +++ b/data/sac_atari_pooyan_2026_02_12_233303/log/sac_atari_pooyan_t0.log @@ -0,0 +1,5 @@ +2026-02-13 03:49:26 | INFO | PID:1163 | slm_lab.lib.logger:info | trial_metrics: frame:2.00e+06 | total_reward_ma:2625.38 | strength:1753 | max_strength:3428 | final_strength:1997 | sample_efficiency:1.05e-06 | training_efficiency:5.58e-06 | stability:0.9895 | consistency:0.4787 +2026-02-13 03:49:26 | INFO | PID:1163 | slm_lab.lib.logger:info | Trial 0 done +2026-02-13 03:49:26 | INFO | PID:1163 | slm_lab.cli.main:run_spec | Output: data/sac_atari_pooyan_2026_02_12_233303 +2026-02-13 03:49:26 | INFO | PID:1163 | slm_lab.lib.hf:cleanup_models | Cleanup saved 309.2 MB +2026-02-13 03:49:26 | INFO | PID:1163 | slm_lab.lib.hf:upload | Uploading data/sac_atari_pooyan_2026_02_12_233303 to SLM-Lab/benchmark-dev/data/sac_atari_pooyan_2026_02_12_233303... diff --git a/data/sac_atari_pooyan_2026_02_12_233303/log/sac_atari_pooyan_t0_s0.log b/data/sac_atari_pooyan_2026_02_12_233303/log/sac_atari_pooyan_t0_s0.log new file mode 100644 index 0000000000000000000000000000000000000000..ab2565d424d4f371ca8883d9711039a887f9b39a --- /dev/null +++ b/data/sac_atari_pooyan_2026_02_12_233303/log/sac_atari_pooyan_t0_s0.log @@ -0,0 +1,982 @@ +2026-02-12 23:33:08 | INFO | PID:1303 | slm_lab.env:_make_vector_env | AtariVectorEnv: 16 envs, native preprocessing +2026-02-12 23:33:49 | INFO | PID:1303 | slm_lab.lib.perf:log_perf_setup | Performance setup: +Platform: GPU NVIDIA RTX A4500 (compute 8.6) +• GPU cuDNN benchmark: enabled +• GPU memory management: enabled +• GPU TF32 acceleration: enabled +2026-02-12 23:33:50 | INFO | PID:1303 | slm_lab.lib.logger:info | SoftActorCritic: +algorithm_spec: + name: SoftActorCritic + action_pdtype: Categorical + action_policy: default + gamma: 0.99 + training_start_step: 1000 + training_frequency: 4 + training_iter: 3 +name: SoftActorCritic +memory_spec: + name: Replay + batch_size: 256 + max_size: 200000 + use_cer: false +action_pdtype: Categorical +training_iter: 3 +training_start_step: 1000 +policy_delay: 1 +entropy_penalty_coef: 0.0 +gamma: 0.99 +training_frequency: 4 +to_train: 0 +_train_step: 0 +shared: False +net: (device:cuda:0) ConvNet( + (conv_model): Sequential( + (0): Conv2d(4, 32, kernel_size=(8, 8), stride=(4, 4)) + (1): ReLU() + (2): Conv2d(32, 64, kernel_size=(4, 4), stride=(2, 2)) + (3): ReLU() + (4): Conv2d(64, 64, kernel_size=(3, 3), stride=(1, 1)) + (5): ReLU() + ) + (fc_model): Sequential( + (0): Linear(in_features=3136, out_features=512, bias=True) + (1): ReLU() + ) + (tails): Sequential( + (0): Linear(in_features=512, out_features=6, bias=True) + ) + (loss_fn): SmoothL1Loss() +) +optim: AdamW ( +Parameter Group 0 + amsgrad: False + betas: (0.9, 0.999) + capturable: False + decoupled_weight_decay: True + differentiable: False + eps: 0.0001 + foreach: None + fused: None + lr: 0.0003 + maximize: False + weight_decay: 0.01 +) +q1_net: (device:cuda:0) ConvNet( + (conv_model): Sequential( + (0): Conv2d(4, 32, kernel_size=(8, 8), stride=(4, 4)) + (1): ReLU() + (2): Conv2d(32, 64, kernel_size=(4, 4), stride=(2, 2)) + (3): ReLU() + (4): Conv2d(64, 64, kernel_size=(3, 3), stride=(1, 1)) + (5): ReLU() + ) + (fc_model): Sequential( + (0): Linear(in_features=3136, out_features=512, bias=True) + (1): ReLU() + ) + (tails): Sequential( + (0): Linear(in_features=512, out_features=6, bias=True) + ) + (loss_fn): SmoothL1Loss() +) +target_q1_net: (device:cuda:0) ConvNet( + (conv_model): Sequential( + (0): Conv2d(4, 32, kernel_size=(8, 8), stride=(4, 4)) + (1): ReLU() + (2): Conv2d(32, 64, kernel_size=(4, 4), stride=(2, 2)) + (3): ReLU() + (4): Conv2d(64, 64, kernel_size=(3, 3), stride=(1, 1)) + (5): ReLU() + ) + (fc_model): Sequential( + (0): Linear(in_features=3136, out_features=512, bias=True) + (1): ReLU() + ) + (tails): Sequential( + (0): Linear(in_features=512, out_features=6, bias=True) + ) + (loss_fn): SmoothL1Loss() +) +q1_optim: AdamW ( +Parameter Group 0 + amsgrad: False + betas: (0.9, 0.999) + capturable: False + decoupled_weight_decay: True + differentiable: False + eps: 0.0001 + foreach: None + fused: None + lr: 0.0003 + maximize: False + weight_decay: 0.01 +) +q2_net: (device:cuda:0) ConvNet( + (conv_model): Sequential( + (0): Conv2d(4, 32, kernel_size=(8, 8), stride=(4, 4)) + (1): ReLU() + (2): Conv2d(32, 64, kernel_size=(4, 4), stride=(2, 2)) + (3): ReLU() + (4): Conv2d(64, 64, kernel_size=(3, 3), stride=(1, 1)) + (5): ReLU() + ) + (fc_model): Sequential( + (0): Linear(in_features=3136, out_features=512, bias=True) + (1): ReLU() + ) + (tails): Sequential( + (0): Linear(in_features=512, out_features=6, bias=True) + ) + (loss_fn): SmoothL1Loss() +) +target_q2_net: (device:cuda:0) ConvNet( + (conv_model): Sequential( + (0): Conv2d(4, 32, kernel_size=(8, 8), stride=(4, 4)) + (1): ReLU() + (2): Conv2d(32, 64, kernel_size=(4, 4), stride=(2, 2)) + (3): ReLU() + (4): Conv2d(64, 64, kernel_size=(3, 3), stride=(1, 1)) + (5): ReLU() + ) + (fc_model): Sequential( + (0): Linear(in_features=3136, out_features=512, bias=True) + (1): ReLU() + ) + (tails): Sequential( + (0): Linear(in_features=512, out_features=6, bias=True) + ) + (loss_fn): SmoothL1Loss() +) +q2_optim: AdamW ( +Parameter Group 0 + amsgrad: False + betas: (0.9, 0.999) + capturable: False + decoupled_weight_decay: True + differentiable: False + eps: 0.0001 + foreach: None + fused: None + lr: 0.0003 + maximize: False + weight_decay: 0.01 +) +net_names: ['net', 'q1_net', 'target_q1_net', 'q2_net', 'target_q2_net'] +target_entropy: 1.0750556815368328 +log_alpha: tensor([0.], device='cuda:0', requires_grad=True) +alpha: tensor([1.], device='cuda:0') +alpha_optim: AdamW ( +Parameter Group 0 + amsgrad: False + betas: (0.9, 0.999) + capturable: False + decoupled_weight_decay: True + differentiable: False + eps: 0.0001 + foreach: None + fused: None + lr: 0.0003 + maximize: False + weight_decay: 0.01 +) +2026-02-12 23:35:00 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pooyan_t0_s0 [train] +total_reward:222.50 total_reward_ma:222.50 loss:-12.55 fps:91.74 +frame:1.00e+04 wall_t:109 t:625 epi:nan +opt_step:1689 lr:0.0003 alpha:0.6317 +2026-02-12 23:36:17 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pooyan_t0_s0 [train] +total_reward:418.50 total_reward_ma:320.50 loss:-19.19 fps:108.1 +frame:2.00e+04 wall_t:185 t:1250 epi:nan +opt_step:3564 lr:0.0003 alpha:0.4041 +2026-02-12 23:37:34 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pooyan_t0_s0 [train] +total_reward:432.97 total_reward_ma:357.99 loss:-21.97 fps:114.1 +frame:3.00e+04 wall_t:263 t:1875 epi:nan +opt_step:5439 lr:0.0003 alpha:0.2652 +2026-02-12 23:38:53 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pooyan_t0_s0 [train] +total_reward:478.33 total_reward_ma:388.08 loss:-23.75 fps:117.3 +frame:4.00e+04 wall_t:341 t:2500 epi:nan +opt_step:7314 lr:0.0003 alpha:0.1767 +2026-02-12 23:40:10 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pooyan_t0_s0 [train] +total_reward:503.73 total_reward_ma:411.21 loss:-23.41 fps:119.3 +frame:5.00e+04 wall_t:419 t:3125 epi:nan +opt_step:9189 lr:0.0003 alpha:0.119 +2026-02-12 23:41:28 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pooyan_t0_s0 [train] +total_reward:506.88 total_reward_ma:427.15 loss:-22.88 fps:120.7 +frame:6.00e+04 wall_t:497 t:3750 epi:nan +opt_step:11064 lr:0.0003 alpha:0.08059 +2026-02-12 23:42:45 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pooyan_t0_s0 [train] +total_reward:513.20 total_reward_ma:439.45 loss:-22.03 fps:122 +frame:7.00e+04 wall_t:574 t:4375 epi:nan +opt_step:12939 lr:0.0003 alpha:0.05515 +2026-02-12 23:44:03 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pooyan_t0_s0 [train] +total_reward:533.35 total_reward_ma:451.18 loss:-21.31 fps:122.7 +frame:8.00e+04 wall_t:652 t:5000 epi:nan +opt_step:14814 lr:0.0003 alpha:0.03791 +2026-02-12 23:45:20 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pooyan_t0_s0 [train] +total_reward:535.50 total_reward_ma:460.55 loss:-19.47 fps:123.5 +frame:9.00e+04 wall_t:729 t:5625 epi:nan +opt_step:16689 lr:0.0003 alpha:0.0275 +2026-02-12 23:46:37 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pooyan_t0_s0 [train] +total_reward:615.20 total_reward_ma:476.02 loss:-17.53 fps:124.1 +frame:1.00e+05 wall_t:806 t:6250 epi:nan +opt_step:18564 lr:0.0003 alpha:0.03799 +2026-02-12 23:47:55 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pooyan_t0_s0 [train] +total_reward:561.60 total_reward_ma:483.80 loss:-16.31 fps:124.4 +frame:1.10e+05 wall_t:884 t:6875 epi:nan +opt_step:20439 lr:0.0003 alpha:0.08451 +2026-02-12 23:49:12 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pooyan_t0_s0 [train] +total_reward:499.20 total_reward_ma:485.08 loss:-15.55 fps:124.9 +frame:1.20e+05 wall_t:961 t:7500 epi:nan +opt_step:22314 lr:0.0003 alpha:0.1822 +2026-02-12 23:50:30 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pooyan_t0_s0 [train] +total_reward:437.70 total_reward_ma:481.44 loss:-13.83 fps:125.1 +frame:1.30e+05 wall_t:1039 t:8125 epi:nan +opt_step:24189 lr:0.0003 alpha:0.3903 +2026-02-12 23:51:47 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pooyan_t0_s0 [train] +total_reward:348.70 total_reward_ma:471.96 loss:-13.26 fps:125.4 +frame:1.40e+05 wall_t:1116 t:8750 epi:nan +opt_step:26064 lr:0.0003 alpha:0.8317 +2026-02-12 23:53:04 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pooyan_t0_s0 [train] +total_reward:293.75 total_reward_ma:460.07 loss:-14.15 fps:125.7 +frame:1.50e+05 wall_t:1193 t:9375 epi:nan +opt_step:27939 lr:0.0003 alpha:1.763 +2026-02-12 23:54:22 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pooyan_t0_s0 [train] +total_reward:221.05 total_reward_ma:445.14 loss:-15.15 fps:125.9 +frame:1.60e+05 wall_t:1271 t:10000 epi:nan +opt_step:29814 lr:0.0003 alpha:3.716 +2026-02-12 23:55:38 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pooyan_t0_s0 [train] +total_reward:117.30 total_reward_ma:425.85 loss:-18.04 fps:126.2 +frame:1.70e+05 wall_t:1347 t:10625 epi:nan +opt_step:31689 lr:0.0003 alpha:7.389 +2026-02-12 23:56:56 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pooyan_t0_s0 [train] +total_reward:3.60 total_reward_ma:402.39 loss:-17.28 fps:126.3 +frame:1.80e+05 wall_t:1425 t:11250 epi:nan +opt_step:33564 lr:0.0003 alpha:7.389 +2026-02-12 23:58:13 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pooyan_t0_s0 [train] +total_reward:0.00 total_reward_ma:381.21 loss:-16.31 fps:126.5 +frame:1.90e+05 wall_t:1502 t:11875 epi:nan +opt_step:35439 lr:0.0003 alpha:7.389 +2026-02-12 23:59:31 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pooyan_t0_s0 [train] +total_reward:0.00 total_reward_ma:362.15 loss:-15.84 fps:126.6 +frame:2.00e+05 wall_t:1580 t:12500 epi:nan +opt_step:37314 lr:0.0003 alpha:7.389 +2026-02-13 00:00:48 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pooyan_t0_s0 [train] +total_reward:0.00 total_reward_ma:344.91 loss:-14.66 fps:126.8 +frame:2.10e+05 wall_t:1656 t:13125 epi:nan +opt_step:39189 lr:0.0003 alpha:7.389 +2026-02-13 00:02:04 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pooyan_t0_s0 [train] +total_reward:0.00 total_reward_ma:329.23 loss:-13.91 fps:126.9 +frame:2.20e+05 wall_t:1733 t:13750 epi:nan +opt_step:41064 lr:0.0003 alpha:7.389 +2026-02-13 00:03:22 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pooyan_t0_s0 [train] +total_reward:0.00 total_reward_ma:314.92 loss:-13.68 fps:127 +frame:2.30e+05 wall_t:1811 t:14375 epi:nan +opt_step:42939 lr:0.0003 alpha:7.389 +2026-02-13 00:04:39 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pooyan_t0_s0 [train] +total_reward:0.00 total_reward_ma:301.79 loss:-12.55 fps:127.1 +frame:2.40e+05 wall_t:1888 t:15000 epi:nan +opt_step:44814 lr:0.0003 alpha:7.389 +2026-02-13 00:05:56 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pooyan_t0_s0 [train] +total_reward:0.00 total_reward_ma:289.72 loss:-12.1 fps:127.2 +frame:2.50e+05 wall_t:1965 t:15625 epi:nan +opt_step:46689 lr:0.0003 alpha:7.389 +2026-02-13 00:07:13 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pooyan_t0_s0 [train] +total_reward:0.00 total_reward_ma:278.58 loss:-11.89 fps:127.4 +frame:2.60e+05 wall_t:2041 t:16250 epi:nan +opt_step:48564 lr:0.0003 alpha:7.389 +2026-02-13 00:08:30 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pooyan_t0_s0 [train] +total_reward:0.00 total_reward_ma:268.26 loss:-11.18 fps:127.4 +frame:2.70e+05 wall_t:2119 t:16875 epi:nan +opt_step:50439 lr:0.0003 alpha:7.389 +2026-02-13 00:09:47 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pooyan_t0_s0 [train] +total_reward:0.00 total_reward_ma:258.68 loss:-10.48 fps:127.5 +frame:2.80e+05 wall_t:2196 t:17500 epi:nan +opt_step:52314 lr:0.0003 alpha:7.389 +2026-02-13 00:11:04 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pooyan_t0_s0 [train] +total_reward:0.00 total_reward_ma:249.76 loss:-10.14 fps:127.6 +frame:2.90e+05 wall_t:2273 t:18125 epi:nan +opt_step:54189 lr:0.0003 alpha:7.389 +2026-02-13 00:12:21 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pooyan_t0_s0 [train] +total_reward:0.00 total_reward_ma:241.44 loss:-9.507 fps:127.7 +frame:3.00e+05 wall_t:2350 t:18750 epi:nan +opt_step:56064 lr:0.0003 alpha:7.389 +2026-02-13 00:13:38 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pooyan_t0_s0 [train] +total_reward:0.00 total_reward_ma:233.65 loss:-9.11 fps:127.7 +frame:3.10e+05 wall_t:2427 t:19375 epi:nan +opt_step:57939 lr:0.0003 alpha:7.389 +2026-02-13 00:14:55 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pooyan_t0_s0 [train] +total_reward:0.00 total_reward_ma:226.35 loss:-8.869 fps:127.8 +frame:3.20e+05 wall_t:2504 t:20000 epi:nan +opt_step:59814 lr:0.0003 alpha:7.389 +2026-02-13 00:16:12 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pooyan_t0_s0 [train] +total_reward:0.00 total_reward_ma:219.49 loss:-8.664 fps:127.9 +frame:3.30e+05 wall_t:2581 t:20625 epi:nan +opt_step:61689 lr:0.0003 alpha:7.389 +2026-02-13 00:17:29 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pooyan_t0_s0 [train] +total_reward:0.00 total_reward_ma:213.03 loss:-8.621 fps:127.9 +frame:3.40e+05 wall_t:2658 t:21250 epi:nan +opt_step:63564 lr:0.0003 alpha:7.389 +2026-02-13 00:18:46 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pooyan_t0_s0 [train] +total_reward:0.00 total_reward_ma:206.94 loss:-8.351 fps:128 +frame:3.50e+05 wall_t:2735 t:21875 epi:nan +opt_step:65439 lr:0.0003 alpha:7.389 +2026-02-13 00:20:03 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pooyan_t0_s0 [train] +total_reward:0.00 total_reward_ma:201.20 loss:-7.995 fps:128 +frame:3.60e+05 wall_t:2812 t:22500 epi:nan +opt_step:67314 lr:0.0003 alpha:7.389 +2026-02-13 00:21:20 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pooyan_t0_s0 [train] +total_reward:20.25 total_reward_ma:196.31 loss:-79.81 fps:128.1 +frame:3.70e+05 wall_t:2889 t:23125 epi:nan +opt_step:69189 lr:0.0003 alpha:5.364 +2026-02-13 00:22:36 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pooyan_t0_s0 [train] +total_reward:79.95 total_reward_ma:193.24 loss:-130.8 fps:128.2 +frame:3.80e+05 wall_t:2965 t:23750 epi:nan +opt_step:71064 lr:0.0003 alpha:3.53 +2026-02-13 00:23:53 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pooyan_t0_s0 [train] +total_reward:146.30 total_reward_ma:192.04 loss:-163.7 fps:128.2 +frame:3.90e+05 wall_t:3042 t:24375 epi:nan +opt_step:72939 lr:0.0003 alpha:2.316 +2026-02-13 00:25:10 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pooyan_t0_s0 [train] +total_reward:201.20 total_reward_ma:192.27 loss:-176.1 fps:128.2 +frame:4.00e+05 wall_t:3119 t:25000 epi:nan +opt_step:74814 lr:0.0003 alpha:1.522 +2026-02-13 00:26:27 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pooyan_t0_s0 [train] +total_reward:265.80 total_reward_ma:194.06 loss:-173.5 fps:128.3 +frame:4.10e+05 wall_t:3196 t:25625 epi:nan +opt_step:76689 lr:0.0003 alpha:1.002 +2026-02-13 00:27:44 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pooyan_t0_s0 [train] +total_reward:342.10 total_reward_ma:197.59 loss:-166.2 fps:128.3 +frame:4.20e+05 wall_t:3273 t:26250 epi:nan +opt_step:78564 lr:0.0003 alpha:0.6611 +2026-02-13 00:29:01 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pooyan_t0_s0 [train] +total_reward:413.00 total_reward_ma:202.60 loss:-158.4 fps:128.4 +frame:4.30e+05 wall_t:3349 t:26875 epi:nan +opt_step:80439 lr:0.0003 alpha:0.4394 +2026-02-13 00:30:17 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pooyan_t0_s0 [train] +total_reward:441.30 total_reward_ma:208.02 loss:-149 fps:128.4 +frame:4.40e+05 wall_t:3426 t:27500 epi:nan +opt_step:82314 lr:0.0003 alpha:0.2931 +2026-02-13 00:31:34 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pooyan_t0_s0 [train] +total_reward:459.10 total_reward_ma:213.60 loss:-137.3 fps:128.5 +frame:4.50e+05 wall_t:3503 t:28125 epi:nan +opt_step:84189 lr:0.0003 alpha:0.1966 +2026-02-13 00:32:51 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pooyan_t0_s0 [train] +total_reward:477.60 total_reward_ma:219.34 loss:-124.2 fps:128.5 +frame:4.60e+05 wall_t:3580 t:28750 epi:nan +opt_step:86064 lr:0.0003 alpha:0.1333 +2026-02-13 00:34:08 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pooyan_t0_s0 [train] +total_reward:511.75 total_reward_ma:225.56 loss:-119.1 fps:128.5 +frame:4.70e+05 wall_t:3657 t:29375 epi:nan +opt_step:87939 lr:0.0003 alpha:0.09153 +2026-02-13 00:35:25 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pooyan_t0_s0 [train] +total_reward:535.35 total_reward_ma:232.02 loss:-110.9 fps:128.5 +frame:4.80e+05 wall_t:3734 t:30000 epi:nan +opt_step:89814 lr:0.0003 alpha:0.06456 +2026-02-13 00:36:41 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pooyan_t0_s0 [train] +total_reward:570.25 total_reward_ma:238.92 loss:-99.51 fps:128.6 +frame:4.90e+05 wall_t:3810 t:30625 epi:nan +opt_step:91689 lr:0.0003 alpha:0.04683 +2026-02-13 00:37:58 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pooyan_t0_s0 [train] +total_reward:585.50 total_reward_ma:245.85 loss:-89.69 fps:128.6 +frame:5.00e+05 wall_t:3887 t:31250 epi:nan +opt_step:93564 lr:0.0003 alpha:0.03472 +2026-02-13 00:39:14 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pooyan_t0_s0 [train] +total_reward:651.00 total_reward_ma:253.79 loss:-85.63 fps:128.7 +frame:5.10e+05 wall_t:3963 t:31875 epi:nan +opt_step:95439 lr:0.0003 alpha:0.02765 +2026-02-13 00:40:31 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pooyan_t0_s0 [train] +total_reward:712.05 total_reward_ma:262.61 loss:-78.46 fps:128.7 +frame:5.20e+05 wall_t:4040 t:32500 epi:nan +opt_step:97314 lr:0.0003 alpha:0.0226 +2026-02-13 00:41:48 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pooyan_t0_s0 [train] +total_reward:785.90 total_reward_ma:272.48 loss:-72.5 fps:128.7 +frame:5.30e+05 wall_t:4117 t:33125 epi:nan +opt_step:99189 lr:0.0003 alpha:0.02018 +2026-02-13 00:43:04 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pooyan_t0_s0 [train] +total_reward:874.85 total_reward_ma:283.64 loss:-64.83 fps:128.8 +frame:5.40e+05 wall_t:4193 t:33750 epi:nan +opt_step:101064 lr:0.0003 alpha:0.02026 +2026-02-13 00:44:21 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pooyan_t0_s0 [train] +total_reward:942.90 total_reward_ma:295.62 loss:-61.87 fps:128.8 +frame:5.50e+05 wall_t:4269 t:34375 epi:nan +opt_step:102939 lr:0.0003 alpha:0.01817 +2026-02-13 00:45:37 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pooyan_t0_s0 [train] +total_reward:998.60 total_reward_ma:308.18 loss:-55.33 fps:128.9 +frame:5.60e+05 wall_t:4346 t:35000 epi:nan +opt_step:104814 lr:0.0003 alpha:0.01799 +2026-02-13 00:46:54 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pooyan_t0_s0 [train] +total_reward:1053.25 total_reward_ma:321.25 loss:-51.96 fps:128.9 +frame:5.70e+05 wall_t:4423 t:35625 epi:nan +opt_step:106689 lr:0.0003 alpha:0.01671 +2026-02-13 00:48:11 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pooyan_t0_s0 [train] +total_reward:1119.05 total_reward_ma:335.00 loss:-47.61 fps:128.9 +frame:5.80e+05 wall_t:4500 t:36250 epi:nan +opt_step:108564 lr:0.0003 alpha:0.01583 +2026-02-13 00:49:28 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pooyan_t0_s0 [train] +total_reward:1174.75 total_reward_ma:349.24 loss:-46.46 fps:128.9 +frame:5.90e+05 wall_t:4576 t:36875 epi:nan +opt_step:110439 lr:0.0003 alpha:0.01592 +2026-02-13 00:50:45 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pooyan_t0_s0 [train] +total_reward:1216.40 total_reward_ma:363.69 loss:-43.44 fps:128.9 +frame:6.00e+05 wall_t:4654 t:37500 epi:nan +opt_step:112314 lr:0.0003 alpha:0.01399 +2026-02-13 00:52:01 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pooyan_t0_s0 [train] +total_reward:1271.45 total_reward_ma:378.57 loss:-39.76 fps:129 +frame:6.10e+05 wall_t:4730 t:38125 epi:nan +opt_step:114189 lr:0.0003 alpha:0.01442 +2026-02-13 00:53:18 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pooyan_t0_s0 [train] +total_reward:1314.35 total_reward_ma:393.66 loss:-36.39 fps:129 +frame:6.20e+05 wall_t:4807 t:38750 epi:nan +opt_step:116064 lr:0.0003 alpha:0.01411 +2026-02-13 00:54:35 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pooyan_t0_s0 [train] +total_reward:1338.45 total_reward_ma:408.66 loss:-35.2 fps:129 +frame:6.30e+05 wall_t:4884 t:39375 epi:nan +opt_step:117939 lr:0.0003 alpha:0.014 +2026-02-13 00:55:52 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pooyan_t0_s0 [train] +total_reward:1351.70 total_reward_ma:423.39 loss:-32.21 fps:129 +frame:6.40e+05 wall_t:4961 t:40000 epi:nan +opt_step:119814 lr:0.0003 alpha:0.01373 +2026-02-13 00:57:09 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pooyan_t0_s0 [train] +total_reward:1359.90 total_reward_ma:437.80 loss:-31.03 fps:129 +frame:6.50e+05 wall_t:5038 t:40625 epi:nan +opt_step:121689 lr:0.0003 alpha:0.01377 +2026-02-13 00:58:26 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pooyan_t0_s0 [train] +total_reward:1383.40 total_reward_ma:452.13 loss:-28.83 fps:129 +frame:6.60e+05 wall_t:5115 t:41250 epi:nan +opt_step:123564 lr:0.0003 alpha:0.01299 +2026-02-13 00:59:42 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pooyan_t0_s0 [train] +total_reward:1405.20 total_reward_ma:466.35 loss:-25.89 fps:129.1 +frame:6.70e+05 wall_t:5191 t:41875 epi:nan +opt_step:125439 lr:0.0003 alpha:0.01306 +2026-02-13 01:00:59 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pooyan_t0_s0 [train] +total_reward:1420.85 total_reward_ma:480.39 loss:-25.32 fps:129.1 +frame:6.80e+05 wall_t:5268 t:42500 epi:nan +opt_step:127314 lr:0.0003 alpha:0.01248 +2026-02-13 01:02:15 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pooyan_t0_s0 [train] +total_reward:1433.85 total_reward_ma:494.21 loss:-24.34 fps:129.1 +frame:6.90e+05 wall_t:5344 t:43125 epi:nan +opt_step:129189 lr:0.0003 alpha:0.0124 +2026-02-13 01:03:32 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pooyan_t0_s0 [train] +total_reward:1430.85 total_reward_ma:507.59 loss:-22.98 fps:129.1 +frame:7.00e+05 wall_t:5421 t:43750 epi:nan +opt_step:131064 lr:0.0003 alpha:0.01215 +2026-02-13 01:04:49 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pooyan_t0_s0 [train] +total_reward:1463.00 total_reward_ma:521.05 loss:-20.99 fps:129.1 +frame:7.10e+05 wall_t:5498 t:44375 epi:nan +opt_step:132939 lr:0.0003 alpha:0.01252 +2026-02-13 01:06:06 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pooyan_t0_s0 [train] +total_reward:1495.55 total_reward_ma:534.58 loss:-20.69 fps:129.1 +frame:7.20e+05 wall_t:5575 t:45000 epi:nan +opt_step:134814 lr:0.0003 alpha:0.01318 +2026-02-13 01:07:22 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pooyan_t0_s0 [train] +total_reward:1520.35 total_reward_ma:548.08 loss:-18.83 fps:129.2 +frame:7.30e+05 wall_t:5651 t:45625 epi:nan +opt_step:136689 lr:0.0003 alpha:0.0125 +2026-02-13 01:08:39 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pooyan_t0_s0 [train] +total_reward:1549.50 total_reward_ma:561.62 loss:-18.25 fps:129.2 +frame:7.40e+05 wall_t:5727 t:46250 epi:nan +opt_step:138564 lr:0.0003 alpha:0.01317 +2026-02-13 01:09:55 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pooyan_t0_s0 [train] +total_reward:1597.20 total_reward_ma:575.42 loss:-17.51 fps:129.2 +frame:7.50e+05 wall_t:5804 t:46875 epi:nan +opt_step:140439 lr:0.0003 alpha:0.01388 +2026-02-13 01:11:12 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pooyan_t0_s0 [train] +total_reward:1640.90 total_reward_ma:589.44 loss:-17.25 fps:129.2 +frame:7.60e+05 wall_t:5881 t:47500 epi:nan +opt_step:142314 lr:0.0003 alpha:0.01325 +2026-02-13 01:12:29 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pooyan_t0_s0 [train] +total_reward:1697.50 total_reward_ma:603.83 loss:-15.57 fps:129.2 +frame:7.70e+05 wall_t:5958 t:48125 epi:nan +opt_step:144189 lr:0.0003 alpha:0.01395 +2026-02-13 01:13:46 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pooyan_t0_s0 [train] +total_reward:1761.80 total_reward_ma:618.68 loss:-15.05 fps:129.2 +frame:7.80e+05 wall_t:6035 t:48750 epi:nan +opt_step:146064 lr:0.0003 alpha:0.01458 +2026-02-13 01:15:02 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pooyan_t0_s0 [train] +total_reward:1844.40 total_reward_ma:634.20 loss:-13.74 fps:129.3 +frame:7.90e+05 wall_t:6111 t:49375 epi:nan +opt_step:147939 lr:0.0003 alpha:0.01493 +2026-02-13 01:16:18 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pooyan_t0_s0 [train] +total_reward:1887.65 total_reward_ma:649.86 loss:-13.96 fps:129.3 +frame:8.00e+05 wall_t:6187 t:50000 epi:nan +opt_step:149814 lr:0.0003 alpha:0.01622 +2026-02-13 01:17:35 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pooyan_t0_s0 [train] +total_reward:1956.60 total_reward_ma:666.00 loss:-13.2 fps:129.3 +frame:8.10e+05 wall_t:6264 t:50625 epi:nan +opt_step:151689 lr:0.0003 alpha:0.01659 +2026-02-13 01:18:51 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pooyan_t0_s0 [train] +total_reward:2004.65 total_reward_ma:682.32 loss:-12.51 fps:129.3 +frame:8.20e+05 wall_t:6340 t:51250 epi:nan +opt_step:153564 lr:0.0003 alpha:0.01628 +2026-02-13 01:20:08 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pooyan_t0_s0 [train] +total_reward:2141.40 total_reward_ma:699.90 loss:-12.53 fps:129.3 +frame:8.30e+05 wall_t:6417 t:51875 epi:nan +opt_step:155439 lr:0.0003 alpha:0.01692 +2026-02-13 01:21:25 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pooyan_t0_s0 [train] +total_reward:2220.35 total_reward_ma:718.00 loss:-11.79 fps:129.4 +frame:8.40e+05 wall_t:6494 t:52500 epi:nan +opt_step:157314 lr:0.0003 alpha:0.01694 +2026-02-13 01:22:41 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pooyan_t0_s0 [train] +total_reward:2354.65 total_reward_ma:737.26 loss:-11.75 fps:129.4 +frame:8.50e+05 wall_t:6570 t:53125 epi:nan +opt_step:159189 lr:0.0003 alpha:0.01765 +2026-02-13 01:23:58 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pooyan_t0_s0 [train] +total_reward:2520.60 total_reward_ma:757.99 loss:-11.53 fps:129.4 +frame:8.60e+05 wall_t:6647 t:53750 epi:nan +opt_step:161064 lr:0.0003 alpha:0.01781 +2026-02-13 01:25:15 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pooyan_t0_s0 [train] +total_reward:2559.35 total_reward_ma:778.70 loss:-11.24 fps:129.4 +frame:8.70e+05 wall_t:6724 t:54375 epi:nan +opt_step:162939 lr:0.0003 alpha:0.01805 +2026-02-13 01:26:31 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pooyan_t0_s0 [train] +total_reward:2601.90 total_reward_ma:799.42 loss:-10.72 fps:129.4 +frame:8.80e+05 wall_t:6800 t:55000 epi:nan +opt_step:164814 lr:0.0003 alpha:0.01867 +2026-02-13 01:27:49 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pooyan_t0_s0 [train] +total_reward:2685.60 total_reward_ma:820.61 loss:-11.01 fps:129.4 +frame:8.90e+05 wall_t:6878 t:55625 epi:nan +opt_step:166689 lr:0.0003 alpha:0.01887 +2026-02-13 01:29:05 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pooyan_t0_s0 [train] +total_reward:2723.70 total_reward_ma:841.75 loss:-10.39 fps:129.4 +frame:9.00e+05 wall_t:6953 t:56250 epi:nan +opt_step:168564 lr:0.0003 alpha:0.01953 +2026-02-13 01:30:21 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pooyan_t0_s0 [train] +total_reward:2889.90 total_reward_ma:864.26 loss:-10.51 fps:129.4 +frame:9.10e+05 wall_t:7030 t:56875 epi:nan +opt_step:170439 lr:0.0003 alpha:0.01955 +2026-02-13 01:31:38 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pooyan_t0_s0 [train] +total_reward:2925.50 total_reward_ma:886.67 loss:-10.58 fps:129.4 +frame:9.20e+05 wall_t:7107 t:57500 epi:nan +opt_step:172314 lr:0.0003 alpha:0.02033 +2026-02-13 01:32:55 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pooyan_t0_s0 [train] +total_reward:3155.75 total_reward_ma:911.07 loss:-10.02 fps:129.5 +frame:9.30e+05 wall_t:7184 t:58125 epi:nan +opt_step:174189 lr:0.0003 alpha:0.02026 +2026-02-13 01:34:11 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pooyan_t0_s0 [train] +total_reward:3295.45 total_reward_ma:936.43 loss:-9.972 fps:129.5 +frame:9.40e+05 wall_t:7260 t:58750 epi:nan +opt_step:176064 lr:0.0003 alpha:0.02103 +2026-02-13 01:35:28 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pooyan_t0_s0 [train] +total_reward:3510.65 total_reward_ma:963.53 loss:-10.53 fps:129.5 +frame:9.50e+05 wall_t:7337 t:59375 epi:nan +opt_step:177939 lr:0.0003 alpha:0.02112 +2026-02-13 01:36:45 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pooyan_t0_s0 [train] +total_reward:3581.70 total_reward_ma:990.80 loss:-10.24 fps:129.5 +frame:9.60e+05 wall_t:7414 t:60000 epi:nan +opt_step:179814 lr:0.0003 alpha:0.0221 +2026-02-13 01:38:02 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pooyan_t0_s0 [train] +total_reward:3709.50 total_reward_ma:1018.83 loss:-10.09 fps:129.5 +frame:9.70e+05 wall_t:7491 t:60625 epi:nan +opt_step:181689 lr:0.0003 alpha:0.0219 +2026-02-13 01:39:19 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pooyan_t0_s0 [train] +total_reward:3731.30 total_reward_ma:1046.51 loss:-10.4 fps:129.5 +frame:9.80e+05 wall_t:7567 t:61250 epi:nan +opt_step:183564 lr:0.0003 alpha:0.02259 +2026-02-13 01:40:35 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pooyan_t0_s0 [train] +total_reward:3817.35 total_reward_ma:1074.50 loss:-10.48 fps:129.5 +frame:9.90e+05 wall_t:7644 t:61875 epi:nan +opt_step:185439 lr:0.0003 alpha:0.0234 +2026-02-13 01:41:52 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pooyan_t0_s0 [train] +total_reward:3857.55 total_reward_ma:1102.33 loss:-10.41 fps:129.5 +frame:1.00e+06 wall_t:7721 t:62500 epi:nan +opt_step:187314 lr:0.0003 alpha:0.02311 +2026-02-13 01:43:09 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pooyan_t0_s0 [train] +total_reward:3967.30 total_reward_ma:1139.77 loss:-10.48 fps:129.5 +frame:1.01e+06 wall_t:7797 t:63125 epi:nan +opt_step:189189 lr:0.0003 alpha:0.02411 +2026-02-13 01:44:25 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pooyan_t0_s0 [train] +total_reward:4143.90 total_reward_ma:1177.03 loss:-10.56 fps:129.5 +frame:1.02e+06 wall_t:7874 t:63750 epi:nan +opt_step:191064 lr:0.0003 alpha:0.02549 +2026-02-13 01:45:42 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pooyan_t0_s0 [train] +total_reward:4107.70 total_reward_ma:1213.77 loss:-10.81 fps:129.5 +frame:1.03e+06 wall_t:7951 t:64375 epi:nan +opt_step:192939 lr:0.0003 alpha:0.02569 +2026-02-13 01:46:58 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pooyan_t0_s0 [train] +total_reward:4067.55 total_reward_ma:1249.67 loss:-10.61 fps:129.6 +frame:1.04e+06 wall_t:8027 t:65000 epi:nan +opt_step:194814 lr:0.0003 alpha:0.02677 +2026-02-13 01:48:15 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pooyan_t0_s0 [train] +total_reward:3868.45 total_reward_ma:1283.31 loss:-10.85 fps:129.6 +frame:1.05e+06 wall_t:8104 t:65625 epi:nan +opt_step:196689 lr:0.0003 alpha:0.02758 +2026-02-13 01:49:33 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pooyan_t0_s0 [train] +total_reward:3633.40 total_reward_ma:1314.58 loss:-10.93 fps:129.6 +frame:1.06e+06 wall_t:8182 t:66250 epi:nan +opt_step:198564 lr:0.0003 alpha:0.02761 +2026-02-13 01:50:50 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pooyan_t0_s0 [train] +total_reward:3340.00 total_reward_ma:1342.85 loss:-11.47 fps:129.6 +frame:1.07e+06 wall_t:8259 t:66875 epi:nan +opt_step:200439 lr:0.0003 alpha:0.02989 +2026-02-13 01:52:07 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pooyan_t0_s0 [train] +total_reward:3056.50 total_reward_ma:1368.08 loss:-11.72 fps:129.6 +frame:1.08e+06 wall_t:8336 t:67500 epi:nan +opt_step:202314 lr:0.0003 alpha:0.02968 +2026-02-13 01:53:24 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pooyan_t0_s0 [train] +total_reward:2822.65 total_reward_ma:1390.95 loss:-11.69 fps:129.6 +frame:1.09e+06 wall_t:8413 t:68125 epi:nan +opt_step:204189 lr:0.0003 alpha:0.0313 +2026-02-13 01:54:41 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pooyan_t0_s0 [train] +total_reward:2645.25 total_reward_ma:1411.25 loss:-11.63 fps:129.6 +frame:1.10e+06 wall_t:8490 t:68750 epi:nan +opt_step:206064 lr:0.0003 alpha:0.03224 +2026-02-13 01:55:57 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pooyan_t0_s0 [train] +total_reward:2434.65 total_reward_ma:1429.98 loss:-11.84 fps:129.6 +frame:1.11e+06 wall_t:8566 t:69375 epi:nan +opt_step:207939 lr:0.0003 alpha:0.03297 +2026-02-13 01:57:14 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pooyan_t0_s0 [train] +total_reward:2326.70 total_reward_ma:1448.26 loss:-11.73 fps:129.6 +frame:1.12e+06 wall_t:8643 t:70000 epi:nan +opt_step:209814 lr:0.0003 alpha:0.03368 +2026-02-13 01:58:31 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pooyan_t0_s0 [train] +total_reward:2241.30 total_reward_ma:1466.29 loss:-12.34 fps:129.6 +frame:1.13e+06 wall_t:8720 t:70625 epi:nan +opt_step:211689 lr:0.0003 alpha:0.03508 +2026-02-13 01:59:48 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pooyan_t0_s0 [train] +total_reward:2204.40 total_reward_ma:1484.85 loss:-12.09 fps:129.6 +frame:1.14e+06 wall_t:8796 t:71250 epi:nan +opt_step:213564 lr:0.0003 alpha:0.03551 +2026-02-13 02:01:05 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pooyan_t0_s0 [train] +total_reward:2044.50 total_reward_ma:1502.36 loss:-12.64 fps:129.6 +frame:1.15e+06 wall_t:8874 t:71875 epi:nan +opt_step:215439 lr:0.0003 alpha:0.03708 +2026-02-13 02:02:22 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pooyan_t0_s0 [train] +total_reward:1993.45 total_reward_ma:1520.08 loss:-12.07 fps:129.6 +frame:1.16e+06 wall_t:8951 t:72500 epi:nan +opt_step:217314 lr:0.0003 alpha:0.03651 +2026-02-13 02:03:39 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pooyan_t0_s0 [train] +total_reward:1972.80 total_reward_ma:1538.64 loss:-12.74 fps:129.6 +frame:1.17e+06 wall_t:9028 t:73125 epi:nan +opt_step:219189 lr:0.0003 alpha:0.03808 +2026-02-13 02:04:55 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pooyan_t0_s0 [train] +total_reward:2002.40 total_reward_ma:1558.62 loss:-12.78 fps:129.6 +frame:1.18e+06 wall_t:9104 t:73750 epi:nan +opt_step:221064 lr:0.0003 alpha:0.03736 +2026-02-13 02:06:12 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pooyan_t0_s0 [train] +total_reward:2045.85 total_reward_ma:1579.08 loss:-13.2 fps:129.6 +frame:1.19e+06 wall_t:9181 t:74375 epi:nan +opt_step:222939 lr:0.0003 alpha:0.0382 +2026-02-13 02:07:30 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pooyan_t0_s0 [train] +total_reward:2069.85 total_reward_ma:1599.78 loss:-13.47 fps:129.6 +frame:1.20e+06 wall_t:9259 t:75000 epi:nan +opt_step:224814 lr:0.0003 alpha:0.03868 +2026-02-13 02:08:46 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pooyan_t0_s0 [train] +total_reward:2090.20 total_reward_ma:1620.68 loss:-13.22 fps:129.6 +frame:1.21e+06 wall_t:9335 t:75625 epi:nan +opt_step:226689 lr:0.0003 alpha:0.03925 +2026-02-13 02:10:03 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pooyan_t0_s0 [train] +total_reward:2111.10 total_reward_ma:1641.79 loss:-13.77 fps:129.6 +frame:1.22e+06 wall_t:9412 t:76250 epi:nan +opt_step:228564 lr:0.0003 alpha:0.03931 +2026-02-13 02:11:20 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pooyan_t0_s0 [train] +total_reward:2161.40 total_reward_ma:1663.41 loss:-13.63 fps:129.6 +frame:1.23e+06 wall_t:9489 t:76875 epi:nan +opt_step:230439 lr:0.0003 alpha:0.03961 +2026-02-13 02:12:37 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pooyan_t0_s0 [train] +total_reward:2215.75 total_reward_ma:1685.57 loss:-13.5 fps:129.6 +frame:1.24e+06 wall_t:9565 t:77500 epi:nan +opt_step:232314 lr:0.0003 alpha:0.03981 +2026-02-13 02:13:53 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pooyan_t0_s0 [train] +total_reward:2336.05 total_reward_ma:1708.93 loss:-13.7 fps:129.6 +frame:1.25e+06 wall_t:9642 t:78125 epi:nan +opt_step:234189 lr:0.0003 alpha:0.04102 +2026-02-13 02:15:10 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pooyan_t0_s0 [train] +total_reward:2417.40 total_reward_ma:1733.10 loss:-13.81 fps:129.7 +frame:1.26e+06 wall_t:9718 t:78750 epi:nan +opt_step:236064 lr:0.0003 alpha:0.0407 +2026-02-13 02:16:27 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pooyan_t0_s0 [train] +total_reward:2484.30 total_reward_ma:1757.94 loss:-14.05 fps:129.7 +frame:1.27e+06 wall_t:9795 t:79375 epi:nan +opt_step:237939 lr:0.0003 alpha:0.04181 +2026-02-13 02:17:43 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pooyan_t0_s0 [train] +total_reward:2506.55 total_reward_ma:1783.01 loss:-14.03 fps:129.7 +frame:1.28e+06 wall_t:9872 t:80000 epi:nan +opt_step:239814 lr:0.0003 alpha:0.04264 +2026-02-13 02:19:01 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pooyan_t0_s0 [train] +total_reward:2523.20 total_reward_ma:1808.24 loss:-14.49 fps:129.7 +frame:1.29e+06 wall_t:9949 t:80625 epi:nan +opt_step:241689 lr:0.0003 alpha:0.04233 +2026-02-13 02:20:18 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pooyan_t0_s0 [train] +total_reward:2564.65 total_reward_ma:1833.89 loss:-14.14 fps:129.7 +frame:1.30e+06 wall_t:10026 t:81250 epi:nan +opt_step:243564 lr:0.0003 alpha:0.04248 +2026-02-13 02:21:34 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pooyan_t0_s0 [train] +total_reward:2622.85 total_reward_ma:1860.12 loss:-14.13 fps:129.7 +frame:1.31e+06 wall_t:10103 t:81875 epi:nan +opt_step:245439 lr:0.0003 alpha:0.04254 +2026-02-13 02:22:50 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pooyan_t0_s0 [train] +total_reward:2692.65 total_reward_ma:1887.04 loss:-14.51 fps:129.7 +frame:1.32e+06 wall_t:10179 t:82500 epi:nan +opt_step:247314 lr:0.0003 alpha:0.04274 +2026-02-13 02:24:06 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pooyan_t0_s0 [train] +total_reward:2707.95 total_reward_ma:1914.12 loss:-14.69 fps:129.7 +frame:1.33e+06 wall_t:10255 t:83125 epi:nan +opt_step:249189 lr:0.0003 alpha:0.04181 +2026-02-13 02:25:23 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pooyan_t0_s0 [train] +total_reward:2740.65 total_reward_ma:1941.53 loss:-14.43 fps:129.7 +frame:1.34e+06 wall_t:10331 t:83750 epi:nan +opt_step:251064 lr:0.0003 alpha:0.04265 +2026-02-13 02:26:40 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pooyan_t0_s0 [train] +total_reward:2776.90 total_reward_ma:1969.30 loss:-14.98 fps:129.7 +frame:1.35e+06 wall_t:10409 t:84375 epi:nan +opt_step:252939 lr:0.0003 alpha:0.04218 +2026-02-13 02:27:56 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pooyan_t0_s0 [train] +total_reward:2805.45 total_reward_ma:1997.35 loss:-14.79 fps:129.7 +frame:1.36e+06 wall_t:10485 t:85000 epi:nan +opt_step:254814 lr:0.0003 alpha:0.04257 +2026-02-13 02:29:13 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pooyan_t0_s0 [train] +total_reward:2789.05 total_reward_ma:2025.04 loss:-14.77 fps:129.7 +frame:1.37e+06 wall_t:10562 t:85625 epi:nan +opt_step:256689 lr:0.0003 alpha:0.04214 +2026-02-13 02:30:30 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pooyan_t0_s0 [train] +total_reward:2819.90 total_reward_ma:2052.44 loss:-15.36 fps:129.7 +frame:1.38e+06 wall_t:10639 t:86250 epi:nan +opt_step:258564 lr:0.0003 alpha:0.04186 +2026-02-13 02:31:46 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pooyan_t0_s0 [train] +total_reward:2773.35 total_reward_ma:2078.71 loss:-14.63 fps:129.7 +frame:1.39e+06 wall_t:10715 t:86875 epi:nan +opt_step:260439 lr:0.0003 alpha:0.04282 +2026-02-13 02:33:02 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pooyan_t0_s0 [train] +total_reward:2788.20 total_reward_ma:2104.58 loss:-14.95 fps:129.7 +frame:1.40e+06 wall_t:10791 t:87500 epi:nan +opt_step:262314 lr:0.0003 alpha:0.04166 +2026-02-13 02:34:19 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pooyan_t0_s0 [train] +total_reward:2772.40 total_reward_ma:2129.65 loss:-14.74 fps:129.7 +frame:1.41e+06 wall_t:10868 t:88125 epi:nan +opt_step:264189 lr:0.0003 alpha:0.04249 +2026-02-13 02:35:36 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pooyan_t0_s0 [train] +total_reward:2796.80 total_reward_ma:2154.19 loss:-15.25 fps:129.7 +frame:1.42e+06 wall_t:10945 t:88750 epi:nan +opt_step:266064 lr:0.0003 alpha:0.04195 +2026-02-13 02:36:52 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pooyan_t0_s0 [train] +total_reward:2784.25 total_reward_ma:2177.91 loss:-14.98 fps:129.8 +frame:1.43e+06 wall_t:11021 t:89375 epi:nan +opt_step:267939 lr:0.0003 alpha:0.04237 +2026-02-13 02:38:09 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pooyan_t0_s0 [train] +total_reward:2729.85 total_reward_ma:2200.79 loss:-15.35 fps:129.8 +frame:1.44e+06 wall_t:11098 t:90000 epi:nan +opt_step:269814 lr:0.0003 alpha:0.04259 +2026-02-13 02:39:26 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pooyan_t0_s0 [train] +total_reward:2695.50 total_reward_ma:2223.15 loss:-15.42 fps:129.8 +frame:1.45e+06 wall_t:11174 t:90625 epi:nan +opt_step:271689 lr:0.0003 alpha:0.04217 +2026-02-13 02:40:42 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pooyan_t0_s0 [train] +total_reward:2637.45 total_reward_ma:2244.75 loss:-15.41 fps:129.8 +frame:1.46e+06 wall_t:11251 t:91250 epi:nan +opt_step:273564 lr:0.0003 alpha:0.0428 +2026-02-13 02:41:59 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pooyan_t0_s0 [train] +total_reward:2648.20 total_reward_ma:2266.12 loss:-15.66 fps:129.8 +frame:1.47e+06 wall_t:11328 t:91875 epi:nan +opt_step:275439 lr:0.0003 alpha:0.04217 +2026-02-13 02:43:17 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pooyan_t0_s0 [train] +total_reward:2653.75 total_reward_ma:2287.30 loss:-15.23 fps:129.8 +frame:1.48e+06 wall_t:11405 t:92500 epi:nan +opt_step:277314 lr:0.0003 alpha:0.04203 +2026-02-13 02:44:33 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pooyan_t0_s0 [train] +total_reward:2686.60 total_reward_ma:2308.47 loss:-15.64 fps:129.8 +frame:1.49e+06 wall_t:11482 t:93125 epi:nan +opt_step:279189 lr:0.0003 alpha:0.04208 +2026-02-13 02:45:50 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pooyan_t0_s0 [train] +total_reward:2612.95 total_reward_ma:2328.74 loss:-15.57 fps:129.8 +frame:1.50e+06 wall_t:11559 t:93750 epi:nan +opt_step:281064 lr:0.0003 alpha:0.0421 +2026-02-13 02:47:06 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pooyan_t0_s0 [train] +total_reward:2635.85 total_reward_ma:2348.59 loss:-15.22 fps:129.8 +frame:1.51e+06 wall_t:11635 t:94375 epi:nan +opt_step:282939 lr:0.0003 alpha:0.04249 +2026-02-13 02:48:23 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pooyan_t0_s0 [train] +total_reward:2594.20 total_reward_ma:2367.41 loss:-15.58 fps:129.8 +frame:1.52e+06 wall_t:11712 t:95000 epi:nan +opt_step:284814 lr:0.0003 alpha:0.04184 +2026-02-13 02:49:39 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pooyan_t0_s0 [train] +total_reward:2651.40 total_reward_ma:2386.06 loss:-15.07 fps:129.8 +frame:1.53e+06 wall_t:11788 t:95625 epi:nan +opt_step:286689 lr:0.0003 alpha:0.04246 +2026-02-13 02:50:55 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pooyan_t0_s0 [train] +total_reward:2628.45 total_reward_ma:2403.60 loss:-15.6 fps:129.8 +frame:1.54e+06 wall_t:11864 t:96250 epi:nan +opt_step:288564 lr:0.0003 alpha:0.04179 +2026-02-13 02:52:13 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pooyan_t0_s0 [train] +total_reward:2600.00 total_reward_ma:2420.17 loss:-15.53 fps:129.8 +frame:1.55e+06 wall_t:11942 t:96875 epi:nan +opt_step:290439 lr:0.0003 alpha:0.04197 +2026-02-13 02:53:29 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pooyan_t0_s0 [train] +total_reward:2548.00 total_reward_ma:2435.67 loss:-15.67 fps:129.8 +frame:1.56e+06 wall_t:12018 t:97500 epi:nan +opt_step:292314 lr:0.0003 alpha:0.04192 +2026-02-13 02:54:46 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pooyan_t0_s0 [train] +total_reward:2529.65 total_reward_ma:2450.43 loss:-15.58 fps:129.8 +frame:1.57e+06 wall_t:12095 t:98125 epi:nan +opt_step:294189 lr:0.0003 alpha:0.04241 +2026-02-13 02:56:02 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pooyan_t0_s0 [train] +total_reward:2552.00 total_reward_ma:2464.76 loss:-15.43 fps:129.8 +frame:1.58e+06 wall_t:12171 t:98750 epi:nan +opt_step:296064 lr:0.0003 alpha:0.0419 +2026-02-13 02:57:19 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pooyan_t0_s0 [train] +total_reward:2653.65 total_reward_ma:2479.55 loss:-15.62 fps:129.8 +frame:1.59e+06 wall_t:12248 t:99375 epi:nan +opt_step:297939 lr:0.0003 alpha:0.04145 +2026-02-13 02:58:36 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pooyan_t0_s0 [train] +total_reward:2646.05 total_reward_ma:2493.84 loss:-15.57 fps:129.8 +frame:1.60e+06 wall_t:12325 t:100000 epi:nan +opt_step:299814 lr:0.0003 alpha:0.04177 +2026-02-13 02:59:53 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pooyan_t0_s0 [train] +total_reward:2654.45 total_reward_ma:2507.67 loss:-15.64 fps:129.8 +frame:1.61e+06 wall_t:12402 t:100625 epi:nan +opt_step:301689 lr:0.0003 alpha:0.04147 +2026-02-13 03:01:09 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pooyan_t0_s0 [train] +total_reward:2636.35 total_reward_ma:2520.89 loss:-15.25 fps:129.8 +frame:1.62e+06 wall_t:12478 t:101250 epi:nan +opt_step:303564 lr:0.0003 alpha:0.04132 +2026-02-13 03:02:26 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pooyan_t0_s0 [train] +total_reward:2642.05 total_reward_ma:2533.93 loss:-15.99 fps:129.8 +frame:1.63e+06 wall_t:12555 t:101875 epi:nan +opt_step:305439 lr:0.0003 alpha:0.04089 +2026-02-13 03:03:43 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pooyan_t0_s0 [train] +total_reward:2654.70 total_reward_ma:2546.96 loss:-15.31 fps:129.8 +frame:1.64e+06 wall_t:12632 t:102500 epi:nan +opt_step:307314 lr:0.0003 alpha:0.04063 +2026-02-13 03:04:59 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pooyan_t0_s0 [train] +total_reward:2676.70 total_reward_ma:2560.13 loss:-15.32 fps:129.8 +frame:1.65e+06 wall_t:12708 t:103125 epi:nan +opt_step:309189 lr:0.0003 alpha:0.04109 +2026-02-13 03:06:16 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pooyan_t0_s0 [train] +total_reward:2682.20 total_reward_ma:2573.12 loss:-15.34 fps:129.8 +frame:1.66e+06 wall_t:12784 t:103750 epi:nan +opt_step:311064 lr:0.0003 alpha:0.04031 +2026-02-13 03:07:32 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pooyan_t0_s0 [train] +total_reward:2662.55 total_reward_ma:2585.69 loss:-15.59 fps:129.8 +frame:1.67e+06 wall_t:12861 t:104375 epi:nan +opt_step:312939 lr:0.0003 alpha:0.04046 +2026-02-13 03:08:49 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pooyan_t0_s0 [train] +total_reward:2692.90 total_reward_ma:2598.41 loss:-15.31 fps:129.9 +frame:1.68e+06 wall_t:12937 t:105000 epi:nan +opt_step:314814 lr:0.0003 alpha:0.04049 +2026-02-13 03:10:05 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pooyan_t0_s0 [train] +total_reward:2676.75 total_reward_ma:2610.84 loss:-15.28 fps:129.9 +frame:1.69e+06 wall_t:13014 t:105625 epi:nan +opt_step:316689 lr:0.0003 alpha:0.0396 +2026-02-13 03:11:22 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pooyan_t0_s0 [train] +total_reward:2649.70 total_reward_ma:2623.03 loss:-14.73 fps:129.9 +frame:1.70e+06 wall_t:13091 t:106250 epi:nan +opt_step:318564 lr:0.0003 alpha:0.03976 +2026-02-13 03:12:38 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pooyan_t0_s0 [train] +total_reward:2652.40 total_reward_ma:2634.92 loss:-14.87 fps:129.9 +frame:1.71e+06 wall_t:13167 t:106875 epi:nan +opt_step:320439 lr:0.0003 alpha:0.03908 +2026-02-13 03:13:55 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pooyan_t0_s0 [train] +total_reward:2673.60 total_reward_ma:2646.70 loss:-15.14 fps:129.9 +frame:1.72e+06 wall_t:13244 t:107500 epi:nan +opt_step:322314 lr:0.0003 alpha:0.03984 +2026-02-13 03:15:12 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pooyan_t0_s0 [train] +total_reward:2648.20 total_reward_ma:2657.98 loss:-15.08 fps:129.9 +frame:1.73e+06 wall_t:13320 t:108125 epi:nan +opt_step:324189 lr:0.0003 alpha:0.03939 +2026-02-13 03:16:28 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pooyan_t0_s0 [train] +total_reward:2621.60 total_reward_ma:2668.70 loss:-14.98 fps:129.9 +frame:1.74e+06 wall_t:13397 t:108750 epi:nan +opt_step:326064 lr:0.0003 alpha:0.03877 +2026-02-13 03:17:45 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pooyan_t0_s0 [train] +total_reward:2658.35 total_reward_ma:2679.31 loss:-15.26 fps:129.9 +frame:1.75e+06 wall_t:13474 t:109375 epi:nan +opt_step:327939 lr:0.0003 alpha:0.03887 +2026-02-13 03:19:02 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pooyan_t0_s0 [train] +total_reward:2678.90 total_reward_ma:2689.69 loss:-15.05 fps:129.9 +frame:1.76e+06 wall_t:13551 t:110000 epi:nan +opt_step:329814 lr:0.0003 alpha:0.03985 +2026-02-13 03:20:19 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pooyan_t0_s0 [train] +total_reward:2822.90 total_reward_ma:2700.95 loss:-15.09 fps:129.9 +frame:1.77e+06 wall_t:13627 t:110625 epi:nan +opt_step:331689 lr:0.0003 alpha:0.03907 +2026-02-13 03:21:35 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pooyan_t0_s0 [train] +total_reward:2844.30 total_reward_ma:2711.77 loss:-14.85 fps:129.9 +frame:1.78e+06 wall_t:13704 t:111250 epi:nan +opt_step:333564 lr:0.0003 alpha:0.03926 +2026-02-13 03:22:52 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pooyan_t0_s0 [train] +total_reward:2864.25 total_reward_ma:2721.97 loss:-15.15 fps:129.9 +frame:1.79e+06 wall_t:13781 t:111875 epi:nan +opt_step:335439 lr:0.0003 alpha:0.03849 +2026-02-13 03:24:09 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pooyan_t0_s0 [train] +total_reward:2863.10 total_reward_ma:2731.73 loss:-14.63 fps:129.9 +frame:1.80e+06 wall_t:13858 t:112500 epi:nan +opt_step:337314 lr:0.0003 alpha:0.03872 +2026-02-13 03:25:26 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pooyan_t0_s0 [train] +total_reward:2819.80 total_reward_ma:2740.36 loss:-14.81 fps:129.9 +frame:1.81e+06 wall_t:13935 t:113125 epi:nan +opt_step:339189 lr:0.0003 alpha:0.03832 +2026-02-13 03:26:42 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pooyan_t0_s0 [train] +total_reward:2807.05 total_reward_ma:2748.38 loss:-14.88 fps:129.9 +frame:1.82e+06 wall_t:14011 t:113750 epi:nan +opt_step:341064 lr:0.0003 alpha:0.03778 +2026-02-13 03:27:59 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pooyan_t0_s0 [train] +total_reward:2796.95 total_reward_ma:2754.94 loss:-14.97 fps:129.9 +frame:1.83e+06 wall_t:14088 t:114375 epi:nan +opt_step:342939 lr:0.0003 alpha:0.0377 +2026-02-13 03:29:17 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pooyan_t0_s0 [train] +total_reward:2841.20 total_reward_ma:2761.15 loss:-14.39 fps:129.9 +frame:1.84e+06 wall_t:14166 t:115000 epi:nan +opt_step:344814 lr:0.0003 alpha:0.03722 +2026-02-13 03:30:34 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pooyan_t0_s0 [train] +total_reward:2785.85 total_reward_ma:2765.46 loss:-14.94 fps:129.9 +frame:1.85e+06 wall_t:14243 t:115625 epi:nan +opt_step:346689 lr:0.0003 alpha:0.03693 +2026-02-13 03:31:51 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pooyan_t0_s0 [train] +total_reward:2763.90 total_reward_ma:2767.89 loss:-15.03 fps:129.9 +frame:1.86e+06 wall_t:14320 t:116250 epi:nan +opt_step:348564 lr:0.0003 alpha:0.03625 +2026-02-13 03:33:08 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pooyan_t0_s0 [train] +total_reward:2770.60 total_reward_ma:2770.00 loss:-14.59 fps:129.9 +frame:1.87e+06 wall_t:14397 t:116875 epi:nan +opt_step:350439 lr:0.0003 alpha:0.03661 +2026-02-13 03:34:25 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pooyan_t0_s0 [train] +total_reward:2807.15 total_reward_ma:2772.06 loss:-14.31 fps:129.9 +frame:1.88e+06 wall_t:14474 t:117500 epi:nan +opt_step:352314 lr:0.0003 alpha:0.03645 +2026-02-13 03:35:42 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pooyan_t0_s0 [train] +total_reward:2790.55 total_reward_ma:2773.11 loss:-14.9 fps:129.9 +frame:1.89e+06 wall_t:14551 t:118125 epi:nan +opt_step:354189 lr:0.0003 alpha:0.03635 +2026-02-13 03:36:58 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pooyan_t0_s0 [train] +total_reward:2791.20 total_reward_ma:2773.78 loss:-14.15 fps:129.9 +frame:1.90e+06 wall_t:14627 t:118750 epi:nan +opt_step:356064 lr:0.0003 alpha:0.03603 +2026-02-13 03:38:15 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pooyan_t0_s0 [train] +total_reward:2755.30 total_reward_ma:2772.43 loss:-14.65 fps:129.9 +frame:1.91e+06 wall_t:14704 t:119375 epi:nan +opt_step:357939 lr:0.0003 alpha:0.03571 +2026-02-13 03:39:32 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pooyan_t0_s0 [train] +total_reward:2726.15 total_reward_ma:2770.44 loss:-14.14 fps:129.9 +frame:1.92e+06 wall_t:14781 t:120000 epi:nan +opt_step:359814 lr:0.0003 alpha:0.03614 +2026-02-13 03:40:49 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pooyan_t0_s0 [train] +total_reward:2729.85 total_reward_ma:2766.18 loss:-14.26 fps:129.9 +frame:1.93e+06 wall_t:14858 t:120625 epi:nan +opt_step:361689 lr:0.0003 alpha:0.03547 +2026-02-13 03:42:05 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pooyan_t0_s0 [train] +total_reward:2769.45 total_reward_ma:2760.92 loss:-14.4 fps:129.9 +frame:1.94e+06 wall_t:14934 t:121250 epi:nan +opt_step:363564 lr:0.0003 alpha:0.03593 +2026-02-13 03:43:23 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pooyan_t0_s0 [train] +total_reward:2740.70 total_reward_ma:2753.22 loss:-14.15 fps:129.9 +frame:1.95e+06 wall_t:15012 t:121875 epi:nan +opt_step:365439 lr:0.0003 alpha:0.03546 +2026-02-13 03:44:40 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pooyan_t0_s0 [train] +total_reward:2723.70 total_reward_ma:2744.64 loss:-14.55 fps:129.9 +frame:1.96e+06 wall_t:15089 t:122500 epi:nan +opt_step:367314 lr:0.0003 alpha:0.03567 +2026-02-13 03:45:57 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pooyan_t0_s0 [train] +total_reward:2718.25 total_reward_ma:2734.73 loss:-13.72 fps:129.9 +frame:1.97e+06 wall_t:15166 t:123125 epi:nan +opt_step:369189 lr:0.0003 alpha:0.03536 +2026-02-13 03:47:14 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pooyan_t0_s0 [train] +total_reward:2650.00 total_reward_ma:2723.92 loss:-14.12 fps:129.9 +frame:1.98e+06 wall_t:15243 t:123750 epi:nan +opt_step:371064 lr:0.0003 alpha:0.03517 +2026-02-13 03:48:30 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pooyan_t0_s0 [train] +total_reward:2616.80 total_reward_ma:2711.91 loss:-14.7 fps:129.9 +frame:1.99e+06 wall_t:15319 t:124375 epi:nan +opt_step:372939 lr:0.0003 alpha:0.03534 +2026-02-13 03:49:21 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_pooyan_t0_s0 [train] +total_reward:2655.30 total_reward_ma:2699.89 loss:-13.95 fps:130.1 +frame:2.00e+06 wall_t:15370 t:125000 epi:nan +opt_step:374814 lr:0.0003 alpha:0.0349 +2026-02-13 03:49:22 | INFO | PID:1303 | slm_lab.lib.logger:info | Session 0 done diff --git a/data/sac_atari_pooyan_2026_02_12_233303/log/sac_atari_pooyan_t0_s1.log b/data/sac_atari_pooyan_2026_02_12_233303/log/sac_atari_pooyan_t0_s1.log new file mode 100644 index 0000000000000000000000000000000000000000..c3c1879400ff1f49102c3f0bcf46daa71498e007 --- /dev/null +++ b/data/sac_atari_pooyan_2026_02_12_233303/log/sac_atari_pooyan_t0_s1.log @@ -0,0 +1,802 @@ +2026-02-12 23:33:08 | INFO | PID:1304 | slm_lab.env:_make_vector_env | AtariVectorEnv: 16 envs, native preprocessing +2026-02-12 23:35:01 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pooyan_t0_s1 [train] +total_reward:329.17 total_reward_ma:329.17 loss:-12.3 fps:90.91 +frame:1.00e+04 wall_t:110 t:625 epi:nan +opt_step:1689 lr:0.0003 alpha:0.6315 +2026-02-12 23:36:18 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pooyan_t0_s1 [train] +total_reward:437.11 total_reward_ma:383.14 loss:-18.75 fps:107 +frame:2.00e+04 wall_t:187 t:1250 epi:nan +opt_step:3564 lr:0.0003 alpha:0.404 +2026-02-12 23:37:35 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pooyan_t0_s1 [train] +total_reward:461.67 total_reward_ma:409.31 loss:-22.06 fps:113.6 +frame:3.00e+04 wall_t:264 t:1875 epi:nan +opt_step:5439 lr:0.0003 alpha:0.265 +2026-02-12 23:38:54 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pooyan_t0_s1 [train] +total_reward:451.85 total_reward_ma:419.95 loss:-23.63 fps:116.6 +frame:4.00e+04 wall_t:343 t:2500 epi:nan +opt_step:7314 lr:0.0003 alpha:0.1762 +2026-02-12 23:40:11 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pooyan_t0_s1 [train] +total_reward:448.64 total_reward_ma:425.69 loss:-23.92 fps:119 +frame:5.00e+04 wall_t:420 t:3125 epi:nan +opt_step:9189 lr:0.0003 alpha:0.119 +2026-02-12 23:41:28 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pooyan_t0_s1 [train] +total_reward:473.74 total_reward_ma:433.69 loss:-23.4 fps:120.7 +frame:6.00e+04 wall_t:497 t:3750 epi:nan +opt_step:11064 lr:0.0003 alpha:0.08124 +2026-02-12 23:42:45 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pooyan_t0_s1 [train] +total_reward:490.55 total_reward_ma:441.82 loss:-22.3 fps:122 +frame:7.00e+04 wall_t:574 t:4375 epi:nan +opt_step:12939 lr:0.0003 alpha:0.05525 +2026-02-12 23:44:03 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pooyan_t0_s1 [train] +total_reward:480.75 total_reward_ma:446.68 loss:-20.46 fps:122.7 +frame:8.00e+04 wall_t:652 t:5000 epi:nan +opt_step:14814 lr:0.0003 alpha:0.03794 +2026-02-12 23:45:20 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pooyan_t0_s1 [train] +total_reward:477.70 total_reward_ma:450.13 loss:-19.45 fps:123.5 +frame:9.00e+04 wall_t:729 t:5625 epi:nan +opt_step:16689 lr:0.0003 alpha:0.02678 +2026-02-12 23:46:38 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pooyan_t0_s1 [train] +total_reward:504.35 total_reward_ma:455.55 loss:-18.45 fps:123.9 +frame:1.00e+05 wall_t:807 t:6250 epi:nan +opt_step:18564 lr:0.0003 alpha:0.02003 +2026-02-12 23:47:55 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pooyan_t0_s1 [train] +total_reward:562.40 total_reward_ma:465.27 loss:-17.73 fps:124.4 +frame:1.10e+05 wall_t:884 t:6875 epi:nan +opt_step:20439 lr:0.0003 alpha:0.01734 +2026-02-12 23:49:12 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pooyan_t0_s1 [train] +total_reward:585.05 total_reward_ma:475.25 loss:-16.37 fps:124.9 +frame:1.20e+05 wall_t:961 t:7500 epi:nan +opt_step:22314 lr:0.0003 alpha:0.01719 +2026-02-12 23:50:29 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pooyan_t0_s1 [train] +total_reward:659.50 total_reward_ma:489.42 loss:-16.31 fps:125.2 +frame:1.30e+05 wall_t:1038 t:8125 epi:nan +opt_step:24189 lr:0.0003 alpha:0.01701 +2026-02-12 23:51:46 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pooyan_t0_s1 [train] +total_reward:731.30 total_reward_ma:506.70 loss:-15.77 fps:125.6 +frame:1.40e+05 wall_t:1115 t:8750 epi:nan +opt_step:26064 lr:0.0003 alpha:0.01711 +2026-02-12 23:53:03 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pooyan_t0_s1 [train] +total_reward:826.70 total_reward_ma:528.03 loss:-16.33 fps:125.8 +frame:1.50e+05 wall_t:1192 t:9375 epi:nan +opt_step:27939 lr:0.0003 alpha:0.01955 +2026-02-12 23:54:20 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pooyan_t0_s1 [train] +total_reward:905.25 total_reward_ma:551.61 loss:-16.04 fps:126.1 +frame:1.60e+05 wall_t:1269 t:10000 epi:nan +opt_step:29814 lr:0.0003 alpha:0.01989 +2026-02-12 23:55:37 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pooyan_t0_s1 [train] +total_reward:991.00 total_reward_ma:577.45 loss:-15.33 fps:126.3 +frame:1.70e+05 wall_t:1346 t:10625 epi:nan +opt_step:31689 lr:0.0003 alpha:0.02042 +2026-02-12 23:56:54 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pooyan_t0_s1 [train] +total_reward:1047.85 total_reward_ma:603.59 loss:-14.33 fps:126.5 +frame:1.80e+05 wall_t:1423 t:11250 epi:nan +opt_step:33564 lr:0.0003 alpha:0.01917 +2026-02-12 23:58:11 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pooyan_t0_s1 [train] +total_reward:1130.30 total_reward_ma:631.31 loss:-14.83 fps:126.7 +frame:1.90e+05 wall_t:1500 t:11875 epi:nan +opt_step:35439 lr:0.0003 alpha:0.01861 +2026-02-12 23:59:29 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pooyan_t0_s1 [train] +total_reward:1177.65 total_reward_ma:658.63 loss:-14.76 fps:126.7 +frame:2.00e+05 wall_t:1578 t:12500 epi:nan +opt_step:37314 lr:0.0003 alpha:0.01922 +2026-02-13 00:00:46 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pooyan_t0_s1 [train] +total_reward:1248.85 total_reward_ma:686.73 loss:-14.51 fps:126.9 +frame:2.10e+05 wall_t:1655 t:13125 epi:nan +opt_step:39189 lr:0.0003 alpha:0.0184 +2026-02-13 00:02:02 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pooyan_t0_s1 [train] +total_reward:1304.40 total_reward_ma:714.81 loss:-14.69 fps:127.1 +frame:2.20e+05 wall_t:1731 t:13750 epi:nan +opt_step:41064 lr:0.0003 alpha:0.0183 +2026-02-13 00:03:19 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pooyan_t0_s1 [train] +total_reward:1337.45 total_reward_ma:741.88 loss:-14.13 fps:127.2 +frame:2.30e+05 wall_t:1808 t:14375 epi:nan +opt_step:42939 lr:0.0003 alpha:0.0182 +2026-02-13 00:04:35 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pooyan_t0_s1 [train] +total_reward:1356.90 total_reward_ma:767.50 loss:-13.98 fps:127.4 +frame:2.40e+05 wall_t:1884 t:15000 epi:nan +opt_step:44814 lr:0.0003 alpha:0.01783 +2026-02-13 00:05:52 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pooyan_t0_s1 [train] +total_reward:1380.90 total_reward_ma:792.04 loss:-13.75 fps:127.5 +frame:2.50e+05 wall_t:1961 t:15625 epi:nan +opt_step:46689 lr:0.0003 alpha:0.01753 +2026-02-13 00:07:08 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pooyan_t0_s1 [train] +total_reward:1397.10 total_reward_ma:815.31 loss:-13.69 fps:127.6 +frame:2.60e+05 wall_t:2037 t:16250 epi:nan +opt_step:48564 lr:0.0003 alpha:0.01824 +2026-02-13 00:08:25 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pooyan_t0_s1 [train] +total_reward:1363.80 total_reward_ma:835.63 loss:-12.53 fps:127.7 +frame:2.70e+05 wall_t:2114 t:16875 epi:nan +opt_step:50439 lr:0.0003 alpha:0.01813 +2026-02-13 00:09:42 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pooyan_t0_s1 [train] +total_reward:1373.10 total_reward_ma:854.82 loss:-12.12 fps:127.8 +frame:2.80e+05 wall_t:2191 t:17500 epi:nan +opt_step:52314 lr:0.0003 alpha:0.01816 +2026-02-13 00:10:58 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pooyan_t0_s1 [train] +total_reward:1394.25 total_reward_ma:873.42 loss:-12.74 fps:127.9 +frame:2.90e+05 wall_t:2267 t:18125 epi:nan +opt_step:54189 lr:0.0003 alpha:0.01918 +2026-02-13 00:12:14 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pooyan_t0_s1 [train] +total_reward:1418.60 total_reward_ma:891.60 loss:-12.37 fps:128 +frame:3.00e+05 wall_t:2343 t:18750 epi:nan +opt_step:56064 lr:0.0003 alpha:0.01843 +2026-02-13 00:13:31 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pooyan_t0_s1 [train] +total_reward:1428.85 total_reward_ma:908.93 loss:-12.52 fps:128.1 +frame:3.10e+05 wall_t:2420 t:19375 epi:nan +opt_step:57939 lr:0.0003 alpha:0.01789 +2026-02-13 00:14:47 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pooyan_t0_s1 [train] +total_reward:1445.60 total_reward_ma:925.70 loss:-11.84 fps:128.2 +frame:3.20e+05 wall_t:2496 t:20000 epi:nan +opt_step:59814 lr:0.0003 alpha:0.01819 +2026-02-13 00:16:03 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pooyan_t0_s1 [train] +total_reward:1521.35 total_reward_ma:943.75 loss:-11.46 fps:128.3 +frame:3.30e+05 wall_t:2572 t:20625 epi:nan +opt_step:61689 lr:0.0003 alpha:0.01819 +2026-02-13 00:17:20 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pooyan_t0_s1 [train] +total_reward:1608.90 total_reward_ma:963.31 loss:-11.28 fps:128.4 +frame:3.40e+05 wall_t:2649 t:21250 epi:nan +opt_step:63564 lr:0.0003 alpha:0.01827 +2026-02-13 00:18:37 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pooyan_t0_s1 [train] +total_reward:1635.05 total_reward_ma:982.50 loss:-10.9 fps:128.4 +frame:3.50e+05 wall_t:2726 t:21875 epi:nan +opt_step:65439 lr:0.0003 alpha:0.0182 +2026-02-13 00:19:53 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pooyan_t0_s1 [train] +total_reward:1707.20 total_reward_ma:1002.63 loss:-10.88 fps:128.5 +frame:3.60e+05 wall_t:2802 t:22500 epi:nan +opt_step:67314 lr:0.0003 alpha:0.01883 +2026-02-13 00:21:09 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pooyan_t0_s1 [train] +total_reward:1744.00 total_reward_ma:1022.67 loss:-10.57 fps:128.6 +frame:3.70e+05 wall_t:2878 t:23125 epi:nan +opt_step:69189 lr:0.0003 alpha:0.01999 +2026-02-13 00:22:25 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pooyan_t0_s1 [train] +total_reward:1816.10 total_reward_ma:1043.55 loss:-10.19 fps:128.6 +frame:3.80e+05 wall_t:2954 t:23750 epi:nan +opt_step:71064 lr:0.0003 alpha:0.02068 +2026-02-13 00:23:42 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pooyan_t0_s1 [train] +total_reward:1929.85 total_reward_ma:1066.28 loss:-9.831 fps:128.7 +frame:3.90e+05 wall_t:3031 t:24375 epi:nan +opt_step:72939 lr:0.0003 alpha:0.02113 +2026-02-13 00:24:58 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pooyan_t0_s1 [train] +total_reward:2016.25 total_reward_ma:1090.03 loss:-10.36 fps:128.7 +frame:4.00e+05 wall_t:3107 t:25000 epi:nan +opt_step:74814 lr:0.0003 alpha:0.02287 +2026-02-13 00:26:14 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pooyan_t0_s1 [train] +total_reward:2045.40 total_reward_ma:1113.33 loss:-9.891 fps:128.8 +frame:4.10e+05 wall_t:3183 t:25625 epi:nan +opt_step:76689 lr:0.0003 alpha:0.02182 +2026-02-13 00:27:31 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pooyan_t0_s1 [train] +total_reward:2140.00 total_reward_ma:1137.77 loss:-10.32 fps:128.8 +frame:4.20e+05 wall_t:3260 t:26250 epi:nan +opt_step:78564 lr:0.0003 alpha:0.02288 +2026-02-13 00:28:48 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pooyan_t0_s1 [train] +total_reward:2257.35 total_reward_ma:1163.81 loss:-10.24 fps:128.9 +frame:4.30e+05 wall_t:3337 t:26875 epi:nan +opt_step:80439 lr:0.0003 alpha:0.02368 +2026-02-13 00:30:05 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pooyan_t0_s1 [train] +total_reward:2451.65 total_reward_ma:1193.08 loss:-10.01 fps:128.9 +frame:4.40e+05 wall_t:3414 t:27500 epi:nan +opt_step:82314 lr:0.0003 alpha:0.02435 +2026-02-13 00:31:21 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pooyan_t0_s1 [train] +total_reward:2596.05 total_reward_ma:1224.25 loss:-9.879 fps:128.9 +frame:4.50e+05 wall_t:3490 t:28125 epi:nan +opt_step:84189 lr:0.0003 alpha:0.02431 +2026-02-13 00:32:37 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pooyan_t0_s1 [train] +total_reward:2642.85 total_reward_ma:1255.09 loss:-9.679 fps:129 +frame:4.60e+05 wall_t:3566 t:28750 epi:nan +opt_step:86064 lr:0.0003 alpha:0.02487 +2026-02-13 00:33:54 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pooyan_t0_s1 [train] +total_reward:2783.05 total_reward_ma:1287.60 loss:-11.09 fps:129 +frame:4.70e+05 wall_t:3643 t:29375 epi:nan +opt_step:87939 lr:0.0003 alpha:0.02449 +2026-02-13 00:35:10 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pooyan_t0_s1 [train] +total_reward:2828.70 total_reward_ma:1319.71 loss:-9.849 fps:129.1 +frame:4.80e+05 wall_t:3719 t:30000 epi:nan +opt_step:89814 lr:0.0003 alpha:0.02545 +2026-02-13 00:36:27 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pooyan_t0_s1 [train] +total_reward:3016.55 total_reward_ma:1354.34 loss:-10.79 fps:129.1 +frame:4.90e+05 wall_t:3796 t:30625 epi:nan +opt_step:91689 lr:0.0003 alpha:0.02604 +2026-02-13 00:37:43 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pooyan_t0_s1 [train] +total_reward:3036.15 total_reward_ma:1387.98 loss:-10.68 fps:129.1 +frame:5.00e+05 wall_t:3872 t:31250 epi:nan +opt_step:93564 lr:0.0003 alpha:0.02619 +2026-02-13 00:39:00 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pooyan_t0_s1 [train] +total_reward:3146.45 total_reward_ma:1422.46 loss:-10.49 fps:129.1 +frame:5.10e+05 wall_t:3949 t:31875 epi:nan +opt_step:95439 lr:0.0003 alpha:0.02729 +2026-02-13 00:40:16 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pooyan_t0_s1 [train] +total_reward:3188.05 total_reward_ma:1456.41 loss:-11.23 fps:129.2 +frame:5.20e+05 wall_t:4025 t:32500 epi:nan +opt_step:97314 lr:0.0003 alpha:0.02903 +2026-02-13 00:41:33 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pooyan_t0_s1 [train] +total_reward:3147.55 total_reward_ma:1488.32 loss:-10.91 fps:129.2 +frame:5.30e+05 wall_t:4102 t:33125 epi:nan +opt_step:99189 lr:0.0003 alpha:0.03007 +2026-02-13 00:42:50 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pooyan_t0_s1 [train] +total_reward:3070.85 total_reward_ma:1517.62 loss:-10.8 fps:129.2 +frame:5.40e+05 wall_t:4179 t:33750 epi:nan +opt_step:101064 lr:0.0003 alpha:0.03091 +2026-02-13 00:44:06 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pooyan_t0_s1 [train] +total_reward:2954.95 total_reward_ma:1543.76 loss:-11.58 fps:129.3 +frame:5.50e+05 wall_t:4255 t:34375 epi:nan +opt_step:102939 lr:0.0003 alpha:0.03223 +2026-02-13 00:45:23 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pooyan_t0_s1 [train] +total_reward:2885.50 total_reward_ma:1567.72 loss:-11.62 fps:129.3 +frame:5.60e+05 wall_t:4332 t:35000 epi:nan +opt_step:104814 lr:0.0003 alpha:0.03234 +2026-02-13 00:46:40 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pooyan_t0_s1 [train] +total_reward:2773.90 total_reward_ma:1588.88 loss:-11.54 fps:129.3 +frame:5.70e+05 wall_t:4409 t:35625 epi:nan +opt_step:106689 lr:0.0003 alpha:0.03347 +2026-02-13 00:47:57 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pooyan_t0_s1 [train] +total_reward:2690.15 total_reward_ma:1607.86 loss:-11.86 fps:129.3 +frame:5.80e+05 wall_t:4486 t:36250 epi:nan +opt_step:108564 lr:0.0003 alpha:0.0342 +2026-02-13 00:49:13 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pooyan_t0_s1 [train] +total_reward:2476.80 total_reward_ma:1622.59 loss:-12.87 fps:129.3 +frame:5.90e+05 wall_t:4562 t:36875 epi:nan +opt_step:110439 lr:0.0003 alpha:0.03539 +2026-02-13 00:50:30 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pooyan_t0_s1 [train] +total_reward:2391.20 total_reward_ma:1635.40 loss:-12.16 fps:129.3 +frame:6.00e+05 wall_t:4639 t:37500 epi:nan +opt_step:112314 lr:0.0003 alpha:0.03648 +2026-02-13 00:51:46 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pooyan_t0_s1 [train] +total_reward:2242.30 total_reward_ma:1645.35 loss:-12.66 fps:129.4 +frame:6.10e+05 wall_t:4715 t:38125 epi:nan +opt_step:114189 lr:0.0003 alpha:0.03727 +2026-02-13 00:53:02 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pooyan_t0_s1 [train] +total_reward:2247.05 total_reward_ma:1655.06 loss:-13.15 fps:129.4 +frame:6.20e+05 wall_t:4791 t:38750 epi:nan +opt_step:116064 lr:0.0003 alpha:0.03758 +2026-02-13 00:54:19 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pooyan_t0_s1 [train] +total_reward:2283.45 total_reward_ma:1665.03 loss:-13.34 fps:129.4 +frame:6.30e+05 wall_t:4868 t:39375 epi:nan +opt_step:117939 lr:0.0003 alpha:0.03807 +2026-02-13 00:55:35 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pooyan_t0_s1 [train] +total_reward:2214.60 total_reward_ma:1673.62 loss:-13.04 fps:129.4 +frame:6.40e+05 wall_t:4944 t:40000 epi:nan +opt_step:119814 lr:0.0003 alpha:0.03887 +2026-02-13 00:56:52 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pooyan_t0_s1 [train] +total_reward:2190.55 total_reward_ma:1681.57 loss:-13.36 fps:129.5 +frame:6.50e+05 wall_t:5021 t:40625 epi:nan +opt_step:121689 lr:0.0003 alpha:0.0387 +2026-02-13 00:58:09 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pooyan_t0_s1 [train] +total_reward:2195.00 total_reward_ma:1689.35 loss:-14.31 fps:129.5 +frame:6.60e+05 wall_t:5098 t:41250 epi:nan +opt_step:123564 lr:0.0003 alpha:0.03995 +2026-02-13 00:59:25 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pooyan_t0_s1 [train] +total_reward:2208.95 total_reward_ma:1697.11 loss:-13.49 fps:129.5 +frame:6.70e+05 wall_t:5174 t:41875 epi:nan +opt_step:125439 lr:0.0003 alpha:0.03954 +2026-02-13 01:00:42 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pooyan_t0_s1 [train] +total_reward:2179.35 total_reward_ma:1704.20 loss:-13.51 fps:129.5 +frame:6.80e+05 wall_t:5251 t:42500 epi:nan +opt_step:127314 lr:0.0003 alpha:0.04029 +2026-02-13 01:01:59 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pooyan_t0_s1 [train] +total_reward:2197.60 total_reward_ma:1711.35 loss:-14.23 fps:129.5 +frame:6.90e+05 wall_t:5328 t:43125 epi:nan +opt_step:129189 lr:0.0003 alpha:0.04159 +2026-02-13 01:03:15 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pooyan_t0_s1 [train] +total_reward:2230.90 total_reward_ma:1718.77 loss:-14.5 fps:129.5 +frame:7.00e+05 wall_t:5404 t:43750 epi:nan +opt_step:131064 lr:0.0003 alpha:0.04085 +2026-02-13 01:04:31 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pooyan_t0_s1 [train] +total_reward:2310.75 total_reward_ma:1727.11 loss:-14.93 fps:129.6 +frame:7.10e+05 wall_t:5480 t:44375 epi:nan +opt_step:132939 lr:0.0003 alpha:0.04151 +2026-02-13 01:05:47 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pooyan_t0_s1 [train] +total_reward:2382.45 total_reward_ma:1736.21 loss:-14.76 fps:129.6 +frame:7.20e+05 wall_t:5556 t:45000 epi:nan +opt_step:134814 lr:0.0003 alpha:0.04216 +2026-02-13 01:07:03 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pooyan_t0_s1 [train] +total_reward:2399.25 total_reward_ma:1745.29 loss:-14.88 fps:129.6 +frame:7.30e+05 wall_t:5632 t:45625 epi:nan +opt_step:136689 lr:0.0003 alpha:0.04334 +2026-02-13 01:08:19 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pooyan_t0_s1 [train] +total_reward:2429.40 total_reward_ma:1754.54 loss:-15.1 fps:129.6 +frame:7.40e+05 wall_t:5708 t:46250 epi:nan +opt_step:138564 lr:0.0003 alpha:0.0422 +2026-02-13 01:09:36 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pooyan_t0_s1 [train] +total_reward:2460.80 total_reward_ma:1763.95 loss:-14.94 fps:129.6 +frame:7.50e+05 wall_t:5785 t:46875 epi:nan +opt_step:140439 lr:0.0003 alpha:0.0426 +2026-02-13 01:10:53 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pooyan_t0_s1 [train] +total_reward:2452.50 total_reward_ma:1773.01 loss:-15.21 fps:129.6 +frame:7.60e+05 wall_t:5862 t:47500 epi:nan +opt_step:142314 lr:0.0003 alpha:0.04333 +2026-02-13 01:12:10 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pooyan_t0_s1 [train] +total_reward:2459.55 total_reward_ma:1781.93 loss:-15.24 fps:129.7 +frame:7.70e+05 wall_t:5939 t:48125 epi:nan +opt_step:144189 lr:0.0003 alpha:0.04327 +2026-02-13 01:13:26 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pooyan_t0_s1 [train] +total_reward:2470.25 total_reward_ma:1790.75 loss:-15.32 fps:129.7 +frame:7.80e+05 wall_t:6015 t:48750 epi:nan +opt_step:146064 lr:0.0003 alpha:0.04291 +2026-02-13 01:14:42 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pooyan_t0_s1 [train] +total_reward:2520.50 total_reward_ma:1799.99 loss:-15.39 fps:129.7 +frame:7.90e+05 wall_t:6091 t:49375 epi:nan +opt_step:147939 lr:0.0003 alpha:0.04267 +2026-02-13 01:15:59 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pooyan_t0_s1 [train] +total_reward:2559.25 total_reward_ma:1809.48 loss:-16.12 fps:129.7 +frame:8.00e+05 wall_t:6168 t:50000 epi:nan +opt_step:149814 lr:0.0003 alpha:0.04362 +2026-02-13 01:17:15 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pooyan_t0_s1 [train] +total_reward:2537.30 total_reward_ma:1818.47 loss:-15.69 fps:129.7 +frame:8.10e+05 wall_t:6244 t:50625 epi:nan +opt_step:151689 lr:0.0003 alpha:0.04295 +2026-02-13 01:18:31 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pooyan_t0_s1 [train] +total_reward:2473.30 total_reward_ma:1826.45 loss:-15.82 fps:129.7 +frame:8.20e+05 wall_t:6320 t:51250 epi:nan +opt_step:153564 lr:0.0003 alpha:0.04302 +2026-02-13 01:19:48 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pooyan_t0_s1 [train] +total_reward:2433.25 total_reward_ma:1833.76 loss:-15.49 fps:129.7 +frame:8.30e+05 wall_t:6397 t:51875 epi:nan +opt_step:155439 lr:0.0003 alpha:0.04368 +2026-02-13 01:21:04 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pooyan_t0_s1 [train] +total_reward:2429.70 total_reward_ma:1840.86 loss:-15.8 fps:129.8 +frame:8.40e+05 wall_t:6473 t:52500 epi:nan +opt_step:157314 lr:0.0003 alpha:0.04247 +2026-02-13 01:22:21 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pooyan_t0_s1 [train] +total_reward:2414.25 total_reward_ma:1847.60 loss:-15.38 fps:129.8 +frame:8.50e+05 wall_t:6550 t:53125 epi:nan +opt_step:159189 lr:0.0003 alpha:0.04338 +2026-02-13 01:23:37 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pooyan_t0_s1 [train] +total_reward:2450.65 total_reward_ma:1854.62 loss:-15.98 fps:129.8 +frame:8.60e+05 wall_t:6626 t:53750 epi:nan +opt_step:161064 lr:0.0003 alpha:0.04282 +2026-02-13 01:24:53 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pooyan_t0_s1 [train] +total_reward:2426.60 total_reward_ma:1861.19 loss:-15.78 fps:129.8 +frame:8.70e+05 wall_t:6702 t:54375 epi:nan +opt_step:162939 lr:0.0003 alpha:0.04338 +2026-02-13 01:26:10 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pooyan_t0_s1 [train] +total_reward:2417.00 total_reward_ma:1867.51 loss:-16.19 fps:129.8 +frame:8.80e+05 wall_t:6779 t:55000 epi:nan +opt_step:164814 lr:0.0003 alpha:0.04341 +2026-02-13 01:27:26 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pooyan_t0_s1 [train] +total_reward:2337.60 total_reward_ma:1872.79 loss:-16.64 fps:129.8 +frame:8.90e+05 wall_t:6855 t:55625 epi:nan +opt_step:166689 lr:0.0003 alpha:0.04272 +2026-02-13 01:28:42 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pooyan_t0_s1 [train] +total_reward:2371.15 total_reward_ma:1878.33 loss:-16.46 fps:129.9 +frame:9.00e+05 wall_t:6931 t:56250 epi:nan +opt_step:168564 lr:0.0003 alpha:0.04263 +2026-02-13 01:29:58 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pooyan_t0_s1 [train] +total_reward:2391.10 total_reward_ma:1883.96 loss:-16.27 fps:129.9 +frame:9.10e+05 wall_t:7007 t:56875 epi:nan +opt_step:170439 lr:0.0003 alpha:0.04272 +2026-02-13 01:31:15 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pooyan_t0_s1 [train] +total_reward:2400.65 total_reward_ma:1889.58 loss:-16 fps:129.9 +frame:9.20e+05 wall_t:7084 t:57500 epi:nan +opt_step:172314 lr:0.0003 alpha:0.0426 +2026-02-13 01:32:31 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pooyan_t0_s1 [train] +total_reward:2436.45 total_reward_ma:1895.46 loss:-16.76 fps:129.9 +frame:9.30e+05 wall_t:7160 t:58125 epi:nan +opt_step:174189 lr:0.0003 alpha:0.04339 +2026-02-13 01:33:47 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pooyan_t0_s1 [train] +total_reward:2480.35 total_reward_ma:1901.68 loss:-16.3 fps:129.9 +frame:9.40e+05 wall_t:7236 t:58750 epi:nan +opt_step:176064 lr:0.0003 alpha:0.04308 +2026-02-13 01:35:03 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pooyan_t0_s1 [train] +total_reward:2535.80 total_reward_ma:1908.36 loss:-16.67 fps:129.9 +frame:9.50e+05 wall_t:7312 t:59375 epi:nan +opt_step:177939 lr:0.0003 alpha:0.04255 +2026-02-13 01:36:20 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pooyan_t0_s1 [train] +total_reward:2554.00 total_reward_ma:1915.08 loss:-16.52 fps:129.9 +frame:9.60e+05 wall_t:7389 t:60000 epi:nan +opt_step:179814 lr:0.0003 alpha:0.04358 +2026-02-13 01:37:37 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pooyan_t0_s1 [train] +total_reward:2537.60 total_reward_ma:1921.50 loss:-16.34 fps:129.9 +frame:9.70e+05 wall_t:7466 t:60625 epi:nan +opt_step:181689 lr:0.0003 alpha:0.04244 +2026-02-13 01:38:53 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pooyan_t0_s1 [train] +total_reward:2537.65 total_reward_ma:1927.79 loss:-16.85 fps:129.9 +frame:9.80e+05 wall_t:7542 t:61250 epi:nan +opt_step:183564 lr:0.0003 alpha:0.0428 +2026-02-13 01:40:10 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pooyan_t0_s1 [train] +total_reward:2475.50 total_reward_ma:1933.32 loss:-16.44 fps:129.9 +frame:9.90e+05 wall_t:7619 t:61875 epi:nan +opt_step:185439 lr:0.0003 alpha:0.04289 +2026-02-13 01:41:27 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pooyan_t0_s1 [train] +total_reward:2488.15 total_reward_ma:1938.87 loss:-16.22 fps:129.9 +frame:1.00e+06 wall_t:7696 t:62500 epi:nan +opt_step:187314 lr:0.0003 alpha:0.04262 +2026-02-13 01:42:43 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pooyan_t0_s1 [train] +total_reward:2481.30 total_reward_ma:1960.39 loss:-16.5 fps:130 +frame:1.01e+06 wall_t:7772 t:63125 epi:nan +opt_step:189189 lr:0.0003 alpha:0.04233 +2026-02-13 01:44:00 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pooyan_t0_s1 [train] +total_reward:2463.60 total_reward_ma:1980.65 loss:-16.63 fps:130 +frame:1.02e+06 wall_t:7849 t:63750 epi:nan +opt_step:191064 lr:0.0003 alpha:0.04247 +2026-02-13 01:45:16 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pooyan_t0_s1 [train] +total_reward:2482.05 total_reward_ma:2000.86 loss:-16.45 fps:130 +frame:1.03e+06 wall_t:7925 t:64375 epi:nan +opt_step:192939 lr:0.0003 alpha:0.04211 +2026-02-13 01:46:32 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pooyan_t0_s1 [train] +total_reward:2421.70 total_reward_ma:2020.56 loss:-16.49 fps:130 +frame:1.04e+06 wall_t:8001 t:65000 epi:nan +opt_step:194814 lr:0.0003 alpha:0.04149 +2026-02-13 01:47:49 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pooyan_t0_s1 [train] +total_reward:2389.40 total_reward_ma:2039.96 loss:-16.33 fps:130 +frame:1.05e+06 wall_t:8078 t:65625 epi:nan +opt_step:196689 lr:0.0003 alpha:0.04163 +2026-02-13 01:49:06 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pooyan_t0_s1 [train] +total_reward:2430.40 total_reward_ma:2059.53 loss:-16.4 fps:130 +frame:1.06e+06 wall_t:8155 t:66250 epi:nan +opt_step:198564 lr:0.0003 alpha:0.04182 +2026-02-13 01:50:23 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pooyan_t0_s1 [train] +total_reward:2458.60 total_reward_ma:2079.21 loss:-16.29 fps:130 +frame:1.07e+06 wall_t:8232 t:66875 epi:nan +opt_step:200439 lr:0.0003 alpha:0.04147 +2026-02-13 01:51:40 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pooyan_t0_s1 [train] +total_reward:2484.05 total_reward_ma:2099.24 loss:-16.09 fps:130 +frame:1.08e+06 wall_t:8309 t:67500 epi:nan +opt_step:202314 lr:0.0003 alpha:0.04046 +2026-02-13 01:52:57 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pooyan_t0_s1 [train] +total_reward:2490.10 total_reward_ma:2119.37 loss:-16.59 fps:130 +frame:1.09e+06 wall_t:8386 t:68125 epi:nan +opt_step:204189 lr:0.0003 alpha:0.03993 +2026-02-13 01:54:14 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pooyan_t0_s1 [train] +total_reward:2496.35 total_reward_ma:2139.29 loss:-16.53 fps:130 +frame:1.10e+06 wall_t:8463 t:68750 epi:nan +opt_step:206064 lr:0.0003 alpha:0.04028 +2026-02-13 01:55:30 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pooyan_t0_s1 [train] +total_reward:2505.95 total_reward_ma:2158.72 loss:-16.11 fps:130 +frame:1.11e+06 wall_t:8539 t:69375 epi:nan +opt_step:207939 lr:0.0003 alpha:0.04057 +2026-02-13 01:56:46 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pooyan_t0_s1 [train] +total_reward:2570.10 total_reward_ma:2178.57 loss:-16.55 fps:130 +frame:1.12e+06 wall_t:8615 t:70000 epi:nan +opt_step:209814 lr:0.0003 alpha:0.03991 +2026-02-13 01:58:02 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pooyan_t0_s1 [train] +total_reward:2562.10 total_reward_ma:2197.60 loss:-16.3 fps:130 +frame:1.13e+06 wall_t:8691 t:70625 epi:nan +opt_step:211689 lr:0.0003 alpha:0.04001 +2026-02-13 01:59:19 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pooyan_t0_s1 [train] +total_reward:2571.90 total_reward_ma:2216.01 loss:-15.82 fps:130 +frame:1.14e+06 wall_t:8768 t:71250 epi:nan +opt_step:213564 lr:0.0003 alpha:0.0397 +2026-02-13 02:00:36 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pooyan_t0_s1 [train] +total_reward:2565.00 total_reward_ma:2233.39 loss:-16.21 fps:130 +frame:1.15e+06 wall_t:8845 t:71875 epi:nan +opt_step:215439 lr:0.0003 alpha:0.03932 +2026-02-13 02:01:52 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pooyan_t0_s1 [train] +total_reward:2579.50 total_reward_ma:2250.13 loss:-15.79 fps:130 +frame:1.16e+06 wall_t:8921 t:72500 epi:nan +opt_step:217314 lr:0.0003 alpha:0.03907 +2026-02-13 02:03:09 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pooyan_t0_s1 [train] +total_reward:2556.30 total_reward_ma:2265.78 loss:-15.94 fps:130 +frame:1.17e+06 wall_t:8998 t:73125 epi:nan +opt_step:219189 lr:0.0003 alpha:0.03925 +2026-02-13 02:04:26 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pooyan_t0_s1 [train] +total_reward:2598.35 total_reward_ma:2281.29 loss:-16.25 fps:130 +frame:1.18e+06 wall_t:9075 t:73750 epi:nan +opt_step:221064 lr:0.0003 alpha:0.03863 +2026-02-13 02:05:42 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pooyan_t0_s1 [train] +total_reward:2574.05 total_reward_ma:2295.73 loss:-15.83 fps:130 +frame:1.19e+06 wall_t:9151 t:74375 epi:nan +opt_step:222939 lr:0.0003 alpha:0.03966 +2026-02-13 02:06:58 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pooyan_t0_s1 [train] +total_reward:2587.75 total_reward_ma:2309.83 loss:-16.17 fps:130.1 +frame:1.20e+06 wall_t:9227 t:75000 epi:nan +opt_step:224814 lr:0.0003 alpha:0.03837 +2026-02-13 02:08:15 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pooyan_t0_s1 [train] +total_reward:2597.70 total_reward_ma:2323.32 loss:-16 fps:130.1 +frame:1.21e+06 wall_t:9304 t:75625 epi:nan +opt_step:226689 lr:0.0003 alpha:0.03914 +2026-02-13 02:09:31 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pooyan_t0_s1 [train] +total_reward:2596.45 total_reward_ma:2336.24 loss:-16.02 fps:130.1 +frame:1.22e+06 wall_t:9380 t:76250 epi:nan +opt_step:228564 lr:0.0003 alpha:0.03821 +2026-02-13 02:10:47 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pooyan_t0_s1 [train] +total_reward:2620.15 total_reward_ma:2349.06 loss:-15.48 fps:130.1 +frame:1.23e+06 wall_t:9456 t:76875 epi:nan +opt_step:230439 lr:0.0003 alpha:0.03822 +2026-02-13 02:12:04 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pooyan_t0_s1 [train] +total_reward:2618.05 total_reward_ma:2361.67 loss:-15.8 fps:130.1 +frame:1.24e+06 wall_t:9533 t:77500 epi:nan +opt_step:232314 lr:0.0003 alpha:0.03813 +2026-02-13 02:13:20 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pooyan_t0_s1 [train] +total_reward:2571.10 total_reward_ma:2373.58 loss:-15.8 fps:130.1 +frame:1.25e+06 wall_t:9609 t:78125 epi:nan +opt_step:234189 lr:0.0003 alpha:0.03779 +2026-02-13 02:14:36 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pooyan_t0_s1 [train] +total_reward:2596.95 total_reward_ma:2385.57 loss:-15.23 fps:130.1 +frame:1.26e+06 wall_t:9685 t:78750 epi:nan +opt_step:236064 lr:0.0003 alpha:0.03752 +2026-02-13 02:15:52 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pooyan_t0_s1 [train] +total_reward:2587.45 total_reward_ma:2397.81 loss:-15.71 fps:130.1 +frame:1.27e+06 wall_t:9761 t:79375 epi:nan +opt_step:237939 lr:0.0003 alpha:0.03834 +2026-02-13 02:17:09 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pooyan_t0_s1 [train] +total_reward:2596.15 total_reward_ma:2410.04 loss:-15.62 fps:130.1 +frame:1.28e+06 wall_t:9838 t:80000 epi:nan +opt_step:239814 lr:0.0003 alpha:0.0383 +2026-02-13 02:18:25 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pooyan_t0_s1 [train] +total_reward:2596.15 total_reward_ma:2422.06 loss:-15.73 fps:130.1 +frame:1.29e+06 wall_t:9914 t:80625 epi:nan +opt_step:241689 lr:0.0003 alpha:0.03764 +2026-02-13 02:19:42 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pooyan_t0_s1 [train] +total_reward:2580.45 total_reward_ma:2433.68 loss:-15.56 fps:130.1 +frame:1.30e+06 wall_t:9991 t:81250 epi:nan +opt_step:243564 lr:0.0003 alpha:0.03784 +2026-02-13 02:20:58 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pooyan_t0_s1 [train] +total_reward:2544.75 total_reward_ma:2444.84 loss:-15.81 fps:130.1 +frame:1.31e+06 wall_t:10067 t:81875 epi:nan +opt_step:245439 lr:0.0003 alpha:0.03774 +2026-02-13 02:22:15 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pooyan_t0_s1 [train] +total_reward:2491.55 total_reward_ma:2455.30 loss:-15.34 fps:130.1 +frame:1.32e+06 wall_t:10144 t:82500 epi:nan +opt_step:247314 lr:0.0003 alpha:0.03805 +2026-02-13 02:23:31 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pooyan_t0_s1 [train] +total_reward:2446.05 total_reward_ma:2464.54 loss:-15.83 fps:130.1 +frame:1.33e+06 wall_t:10220 t:83125 epi:nan +opt_step:249189 lr:0.0003 alpha:0.03787 +2026-02-13 02:24:47 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pooyan_t0_s1 [train] +total_reward:2410.40 total_reward_ma:2472.56 loss:-15.63 fps:130.1 +frame:1.34e+06 wall_t:10296 t:83750 epi:nan +opt_step:251064 lr:0.0003 alpha:0.03712 +2026-02-13 02:26:03 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pooyan_t0_s1 [train] +total_reward:2422.30 total_reward_ma:2480.43 loss:-15.35 fps:130.2 +frame:1.35e+06 wall_t:10372 t:84375 epi:nan +opt_step:252939 lr:0.0003 alpha:0.03819 +2026-02-13 02:27:19 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pooyan_t0_s1 [train] +total_reward:2456.00 total_reward_ma:2487.92 loss:-15.63 fps:130.2 +frame:1.36e+06 wall_t:10448 t:85000 epi:nan +opt_step:254814 lr:0.0003 alpha:0.03749 +2026-02-13 02:28:36 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pooyan_t0_s1 [train] +total_reward:2430.00 total_reward_ma:2494.78 loss:-15.26 fps:130.2 +frame:1.37e+06 wall_t:10525 t:85625 epi:nan +opt_step:256689 lr:0.0003 alpha:0.03717 +2026-02-13 02:29:53 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pooyan_t0_s1 [train] +total_reward:2433.80 total_reward_ma:2500.96 loss:-15.28 fps:130.2 +frame:1.38e+06 wall_t:10602 t:86250 epi:nan +opt_step:258564 lr:0.0003 alpha:0.03681 +2026-02-13 02:31:09 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pooyan_t0_s1 [train] +total_reward:2464.90 total_reward_ma:2506.31 loss:-15.12 fps:130.2 +frame:1.39e+06 wall_t:10678 t:86875 epi:nan +opt_step:260439 lr:0.0003 alpha:0.03712 +2026-02-13 02:32:25 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pooyan_t0_s1 [train] +total_reward:2440.05 total_reward_ma:2510.55 loss:-15.72 fps:130.2 +frame:1.40e+06 wall_t:10754 t:87500 epi:nan +opt_step:262314 lr:0.0003 alpha:0.03659 +2026-02-13 02:33:41 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pooyan_t0_s1 [train] +total_reward:2447.50 total_reward_ma:2514.57 loss:-15.67 fps:130.2 +frame:1.41e+06 wall_t:10830 t:88125 epi:nan +opt_step:264189 lr:0.0003 alpha:0.0363 +2026-02-13 02:34:58 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pooyan_t0_s1 [train] +total_reward:2480.05 total_reward_ma:2517.97 loss:-14.97 fps:130.2 +frame:1.42e+06 wall_t:10907 t:88750 epi:nan +opt_step:266064 lr:0.0003 alpha:0.03653 +2026-02-13 02:36:14 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pooyan_t0_s1 [train] +total_reward:2484.20 total_reward_ma:2520.24 loss:-14.95 fps:130.2 +frame:1.43e+06 wall_t:10983 t:89375 epi:nan +opt_step:267939 lr:0.0003 alpha:0.03682 +2026-02-13 02:37:31 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pooyan_t0_s1 [train] +total_reward:2543.15 total_reward_ma:2521.15 loss:-14.99 fps:130.2 +frame:1.44e+06 wall_t:11060 t:90000 epi:nan +opt_step:269814 lr:0.0003 alpha:0.03659 +2026-02-13 02:38:47 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pooyan_t0_s1 [train] +total_reward:2546.80 total_reward_ma:2520.66 loss:-14.82 fps:130.2 +frame:1.45e+06 wall_t:11136 t:90625 epi:nan +opt_step:271689 lr:0.0003 alpha:0.0362 +2026-02-13 02:40:03 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pooyan_t0_s1 [train] +total_reward:2525.60 total_reward_ma:2519.49 loss:-15.07 fps:130.2 +frame:1.46e+06 wall_t:11212 t:91250 epi:nan +opt_step:273564 lr:0.0003 alpha:0.03594 +2026-02-13 02:41:19 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pooyan_t0_s1 [train] +total_reward:2499.65 total_reward_ma:2516.65 loss:-14.49 fps:130.2 +frame:1.47e+06 wall_t:11288 t:91875 epi:nan +opt_step:275439 lr:0.0003 alpha:0.0365 +2026-02-13 02:42:35 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pooyan_t0_s1 [train] +total_reward:2520.45 total_reward_ma:2513.57 loss:-14.94 fps:130.2 +frame:1.48e+06 wall_t:11364 t:92500 epi:nan +opt_step:277314 lr:0.0003 alpha:0.03618 +2026-02-13 02:43:52 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pooyan_t0_s1 [train] +total_reward:2540.45 total_reward_ma:2508.81 loss:-15.27 fps:130.2 +frame:1.49e+06 wall_t:11441 t:93125 epi:nan +opt_step:279189 lr:0.0003 alpha:0.03558 +2026-02-13 02:45:08 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pooyan_t0_s1 [train] +total_reward:2527.65 total_reward_ma:2503.72 loss:-14.51 fps:130.2 +frame:1.50e+06 wall_t:11517 t:93750 epi:nan +opt_step:281064 lr:0.0003 alpha:0.03534 +2026-02-13 02:46:24 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pooyan_t0_s1 [train] +total_reward:2542.00 total_reward_ma:2497.68 loss:-14.73 fps:130.3 +frame:1.51e+06 wall_t:11593 t:94375 epi:nan +opt_step:282939 lr:0.0003 alpha:0.03487 +2026-02-13 02:47:40 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pooyan_t0_s1 [train] +total_reward:2560.55 total_reward_ma:2491.40 loss:-15.34 fps:130.3 +frame:1.52e+06 wall_t:11669 t:95000 epi:nan +opt_step:284814 lr:0.0003 alpha:0.03465 +2026-02-13 02:48:57 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pooyan_t0_s1 [train] +total_reward:2516.40 total_reward_ma:2485.09 loss:-14.53 fps:130.3 +frame:1.53e+06 wall_t:11746 t:95625 epi:nan +opt_step:286689 lr:0.0003 alpha:0.03474 +2026-02-13 02:50:13 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pooyan_t0_s1 [train] +total_reward:2538.15 total_reward_ma:2479.77 loss:-14.56 fps:130.3 +frame:1.54e+06 wall_t:11822 t:96250 epi:nan +opt_step:288564 lr:0.0003 alpha:0.03425 +2026-02-13 02:51:29 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pooyan_t0_s1 [train] +total_reward:2470.65 total_reward_ma:2474.92 loss:-14.27 fps:130.3 +frame:1.55e+06 wall_t:11898 t:96875 epi:nan +opt_step:290439 lr:0.0003 alpha:0.03433 +2026-02-13 02:52:45 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pooyan_t0_s1 [train] +total_reward:2474.80 total_reward_ma:2470.82 loss:-14.34 fps:130.3 +frame:1.56e+06 wall_t:11974 t:97500 epi:nan +opt_step:292314 lr:0.0003 alpha:0.03462 +2026-02-13 02:54:02 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pooyan_t0_s1 [train] +total_reward:2488.95 total_reward_ma:2467.97 loss:-14.3 fps:130.3 +frame:1.57e+06 wall_t:12051 t:98125 epi:nan +opt_step:294189 lr:0.0003 alpha:0.0346 +2026-02-13 02:55:18 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pooyan_t0_s1 [train] +total_reward:2447.15 total_reward_ma:2465.54 loss:-14.19 fps:130.3 +frame:1.58e+06 wall_t:12127 t:98750 epi:nan +opt_step:296064 lr:0.0003 alpha:0.03437 +2026-02-13 02:56:34 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pooyan_t0_s1 [train] +total_reward:2381.90 total_reward_ma:2464.59 loss:-14.44 fps:130.3 +frame:1.59e+06 wall_t:12203 t:99375 epi:nan +opt_step:297939 lr:0.0003 alpha:0.03429 +2026-02-13 02:57:51 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pooyan_t0_s1 [train] +total_reward:2314.95 total_reward_ma:2463.82 loss:-14.37 fps:130.3 +frame:1.60e+06 wall_t:12280 t:100000 epi:nan +opt_step:299814 lr:0.0003 alpha:0.03429 +2026-02-13 02:59:07 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pooyan_t0_s1 [train] +total_reward:2314.65 total_reward_ma:2464.55 loss:-14.29 fps:130.3 +frame:1.61e+06 wall_t:12356 t:100625 epi:nan +opt_step:301689 lr:0.0003 alpha:0.03388 +2026-02-13 03:00:24 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pooyan_t0_s1 [train] +total_reward:2341.55 total_reward_ma:2465.49 loss:-14.37 fps:130.3 +frame:1.62e+06 wall_t:12433 t:101250 epi:nan +opt_step:303564 lr:0.0003 alpha:0.03382 +2026-02-13 03:01:40 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pooyan_t0_s1 [train] +total_reward:2323.20 total_reward_ma:2465.89 loss:-14.14 fps:130.3 +frame:1.63e+06 wall_t:12509 t:101875 epi:nan +opt_step:305439 lr:0.0003 alpha:0.0334 +2026-02-13 03:02:55 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pooyan_t0_s1 [train] +total_reward:2301.60 total_reward_ma:2466.76 loss:-13.99 fps:130.3 +frame:1.64e+06 wall_t:12584 t:102500 epi:nan +opt_step:307314 lr:0.0003 alpha:0.03366 +2026-02-13 03:04:12 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pooyan_t0_s1 [train] +total_reward:2282.75 total_reward_ma:2467.68 loss:-13.96 fps:130.3 +frame:1.65e+06 wall_t:12661 t:103125 epi:nan +opt_step:309189 lr:0.0003 alpha:0.03388 +2026-02-13 03:05:28 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pooyan_t0_s1 [train] +total_reward:2234.00 total_reward_ma:2468.07 loss:-14.25 fps:130.3 +frame:1.66e+06 wall_t:12737 t:103750 epi:nan +opt_step:311064 lr:0.0003 alpha:0.03326 +2026-02-13 03:06:44 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pooyan_t0_s1 [train] +total_reward:2251.45 total_reward_ma:2468.50 loss:-13.84 fps:130.3 +frame:1.67e+06 wall_t:12813 t:104375 epi:nan +opt_step:312939 lr:0.0003 alpha:0.03361 +2026-02-13 03:08:00 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pooyan_t0_s1 [train] +total_reward:2215.40 total_reward_ma:2468.86 loss:-13.74 fps:130.3 +frame:1.68e+06 wall_t:12889 t:105000 epi:nan +opt_step:314814 lr:0.0003 alpha:0.03341 +2026-02-13 03:09:17 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pooyan_t0_s1 [train] +total_reward:2261.80 total_reward_ma:2469.50 loss:-13.7 fps:130.3 +frame:1.69e+06 wall_t:12966 t:105625 epi:nan +opt_step:316689 lr:0.0003 alpha:0.03302 +2026-02-13 03:10:33 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pooyan_t0_s1 [train] +total_reward:2249.30 total_reward_ma:2469.68 loss:-13.7 fps:130.3 +frame:1.70e+06 wall_t:13042 t:106250 epi:nan +opt_step:318564 lr:0.0003 alpha:0.03263 +2026-02-13 03:11:49 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pooyan_t0_s1 [train] +total_reward:2226.60 total_reward_ma:2468.84 loss:-13.69 fps:130.4 +frame:1.71e+06 wall_t:13118 t:106875 epi:nan +opt_step:320439 lr:0.0003 alpha:0.03275 +2026-02-13 03:13:05 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pooyan_t0_s1 [train] +total_reward:2262.30 total_reward_ma:2467.64 loss:-14.16 fps:130.4 +frame:1.72e+06 wall_t:13194 t:107500 epi:nan +opt_step:322314 lr:0.0003 alpha:0.03336 +2026-02-13 03:14:21 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pooyan_t0_s1 [train] +total_reward:2251.45 total_reward_ma:2466.16 loss:-13.31 fps:130.4 +frame:1.73e+06 wall_t:13270 t:108125 epi:nan +opt_step:324189 lr:0.0003 alpha:0.03304 +2026-02-13 03:15:38 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pooyan_t0_s1 [train] +total_reward:2214.70 total_reward_ma:2464.02 loss:-13.8 fps:130.4 +frame:1.74e+06 wall_t:13347 t:108750 epi:nan +opt_step:326064 lr:0.0003 alpha:0.03277 +2026-02-13 03:16:54 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pooyan_t0_s1 [train] +total_reward:2222.10 total_reward_ma:2461.63 loss:-13.47 fps:130.4 +frame:1.75e+06 wall_t:13423 t:109375 epi:nan +opt_step:327939 lr:0.0003 alpha:0.03293 +2026-02-13 03:18:10 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pooyan_t0_s1 [train] +total_reward:2247.30 total_reward_ma:2459.58 loss:-13.41 fps:130.4 +frame:1.76e+06 wall_t:13499 t:110000 epi:nan +opt_step:329814 lr:0.0003 alpha:0.03301 +2026-02-13 03:19:26 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pooyan_t0_s1 [train] +total_reward:2276.25 total_reward_ma:2457.74 loss:-13.43 fps:130.4 +frame:1.77e+06 wall_t:13575 t:110625 epi:nan +opt_step:331689 lr:0.0003 alpha:0.0325 +2026-02-13 03:20:42 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pooyan_t0_s1 [train] +total_reward:2305.00 total_reward_ma:2456.09 loss:-13.42 fps:130.4 +frame:1.78e+06 wall_t:13651 t:111250 epi:nan +opt_step:333564 lr:0.0003 alpha:0.0331 +2026-02-13 03:21:58 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pooyan_t0_s1 [train] +total_reward:2330.15 total_reward_ma:2454.19 loss:-13.31 fps:130.4 +frame:1.79e+06 wall_t:13727 t:111875 epi:nan +opt_step:335439 lr:0.0003 alpha:0.03265 +2026-02-13 03:23:14 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pooyan_t0_s1 [train] +total_reward:2265.95 total_reward_ma:2451.26 loss:-13.26 fps:130.4 +frame:1.80e+06 wall_t:13803 t:112500 epi:nan +opt_step:337314 lr:0.0003 alpha:0.03292 +2026-02-13 03:24:31 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pooyan_t0_s1 [train] +total_reward:2277.00 total_reward_ma:2448.65 loss:-12.92 fps:130.4 +frame:1.81e+06 wall_t:13880 t:113125 epi:nan +opt_step:339189 lr:0.0003 alpha:0.03257 +2026-02-13 03:25:48 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pooyan_t0_s1 [train] +total_reward:2351.65 total_reward_ma:2447.44 loss:-13.17 fps:130.4 +frame:1.82e+06 wall_t:13957 t:113750 epi:nan +opt_step:341064 lr:0.0003 alpha:0.03234 +2026-02-13 03:27:04 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pooyan_t0_s1 [train] +total_reward:2371.75 total_reward_ma:2446.82 loss:-13.62 fps:130.4 +frame:1.83e+06 wall_t:14033 t:114375 epi:nan +opt_step:342939 lr:0.0003 alpha:0.03326 +2026-02-13 03:28:20 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pooyan_t0_s1 [train] +total_reward:2376.30 total_reward_ma:2446.29 loss:-13.3 fps:130.4 +frame:1.84e+06 wall_t:14109 t:115000 epi:nan +opt_step:344814 lr:0.0003 alpha:0.03281 +2026-02-13 03:29:36 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pooyan_t0_s1 [train] +total_reward:2377.00 total_reward_ma:2445.91 loss:-13.3 fps:130.4 +frame:1.85e+06 wall_t:14185 t:115625 epi:nan +opt_step:346689 lr:0.0003 alpha:0.03286 +2026-02-13 03:30:52 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pooyan_t0_s1 [train] +total_reward:2347.75 total_reward_ma:2444.89 loss:-13.17 fps:130.4 +frame:1.86e+06 wall_t:14261 t:116250 epi:nan +opt_step:348564 lr:0.0003 alpha:0.03359 +2026-02-13 03:32:09 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pooyan_t0_s1 [train] +total_reward:2298.05 total_reward_ma:2443.60 loss:-13.11 fps:130.4 +frame:1.87e+06 wall_t:14338 t:116875 epi:nan +opt_step:350439 lr:0.0003 alpha:0.03346 +2026-02-13 03:33:26 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pooyan_t0_s1 [train] +total_reward:2333.30 total_reward_ma:2442.76 loss:-13.03 fps:130.4 +frame:1.88e+06 wall_t:14415 t:117500 epi:nan +opt_step:352314 lr:0.0003 alpha:0.03307 +2026-02-13 03:34:42 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pooyan_t0_s1 [train] +total_reward:2328.60 total_reward_ma:2442.67 loss:-13.31 fps:130.4 +frame:1.89e+06 wall_t:14491 t:118125 epi:nan +opt_step:354189 lr:0.0003 alpha:0.03331 +2026-02-13 03:35:59 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pooyan_t0_s1 [train] +total_reward:2365.00 total_reward_ma:2442.61 loss:-13.27 fps:130.4 +frame:1.90e+06 wall_t:14568 t:118750 epi:nan +opt_step:356064 lr:0.0003 alpha:0.0334 +2026-02-13 03:37:15 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pooyan_t0_s1 [train] +total_reward:2349.90 total_reward_ma:2442.20 loss:-13.18 fps:130.4 +frame:1.91e+06 wall_t:14644 t:119375 epi:nan +opt_step:357939 lr:0.0003 alpha:0.03289 +2026-02-13 03:38:31 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pooyan_t0_s1 [train] +total_reward:2358.95 total_reward_ma:2441.78 loss:-13.22 fps:130.4 +frame:1.92e+06 wall_t:14720 t:120000 epi:nan +opt_step:359814 lr:0.0003 alpha:0.03287 +2026-02-13 03:39:48 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pooyan_t0_s1 [train] +total_reward:2364.80 total_reward_ma:2441.07 loss:-13.31 fps:130.4 +frame:1.93e+06 wall_t:14797 t:120625 epi:nan +opt_step:361689 lr:0.0003 alpha:0.03338 +2026-02-13 03:41:05 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pooyan_t0_s1 [train] +total_reward:2365.15 total_reward_ma:2439.91 loss:-13.17 fps:130.4 +frame:1.94e+06 wall_t:14874 t:121250 epi:nan +opt_step:363564 lr:0.0003 alpha:0.03251 +2026-02-13 03:42:21 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pooyan_t0_s1 [train] +total_reward:2333.10 total_reward_ma:2437.89 loss:-13.3 fps:130.4 +frame:1.95e+06 wall_t:14950 t:121875 epi:nan +opt_step:365439 lr:0.0003 alpha:0.03276 +2026-02-13 03:43:38 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pooyan_t0_s1 [train] +total_reward:2301.95 total_reward_ma:2435.37 loss:-12.93 fps:130.4 +frame:1.96e+06 wall_t:15027 t:122500 epi:nan +opt_step:367314 lr:0.0003 alpha:0.03236 +2026-02-13 03:44:56 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pooyan_t0_s1 [train] +total_reward:2299.45 total_reward_ma:2432.98 loss:-13.06 fps:130.4 +frame:1.97e+06 wall_t:15105 t:123125 epi:nan +opt_step:369189 lr:0.0003 alpha:0.03261 +2026-02-13 03:46:12 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pooyan_t0_s1 [train] +total_reward:2343.85 total_reward_ma:2431.05 loss:-13.24 fps:130.4 +frame:1.98e+06 wall_t:15181 t:123750 epi:nan +opt_step:371064 lr:0.0003 alpha:0.03203 +2026-02-13 03:47:29 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pooyan_t0_s1 [train] +total_reward:2309.30 total_reward_ma:2429.38 loss:-13.18 fps:130.4 +frame:1.99e+06 wall_t:15258 t:124375 epi:nan +opt_step:372939 lr:0.0003 alpha:0.03208 +2026-02-13 03:48:40 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_pooyan_t0_s1 [train] +total_reward:2270.30 total_reward_ma:2427.21 loss:-13.25 fps:130.5 +frame:2.00e+06 wall_t:15329 t:125000 epi:nan +opt_step:374814 lr:0.0003 alpha:0.03243 +2026-02-13 03:48:41 | INFO | PID:1304 | slm_lab.lib.logger:info | Session 1 done diff --git a/data/sac_atari_pooyan_2026_02_12_233303/log/sac_atari_pooyan_t0_s2.log b/data/sac_atari_pooyan_2026_02_12_233303/log/sac_atari_pooyan_t0_s2.log new file mode 100644 index 0000000000000000000000000000000000000000..79efeb6e01b1277a455710557998a2b8df1cf30d --- /dev/null +++ b/data/sac_atari_pooyan_2026_02_12_233303/log/sac_atari_pooyan_t0_s2.log @@ -0,0 +1,802 @@ +2026-02-12 23:33:08 | INFO | PID:1305 | slm_lab.env:_make_vector_env | AtariVectorEnv: 16 envs, native preprocessing +2026-02-12 23:35:01 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pooyan_t0_s2 [train] +total_reward:205.00 total_reward_ma:205.00 loss:-12.45 fps:90.91 +frame:1.00e+04 wall_t:110 t:625 epi:nan +opt_step:1689 lr:0.0003 alpha:0.6314 +2026-02-12 23:36:18 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pooyan_t0_s2 [train] +total_reward:361.46 total_reward_ma:283.23 loss:-18.82 fps:107 +frame:2.00e+04 wall_t:187 t:1250 epi:nan +opt_step:3564 lr:0.0003 alpha:0.4039 +2026-02-12 23:37:35 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pooyan_t0_s2 [train] +total_reward:444.08 total_reward_ma:336.85 loss:-21.53 fps:113.6 +frame:3.00e+04 wall_t:264 t:1875 epi:nan +opt_step:5439 lr:0.0003 alpha:0.2651 +2026-02-12 23:38:53 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pooyan_t0_s2 [train] +total_reward:488.30 total_reward_ma:374.71 loss:-23.5 fps:117 +frame:4.00e+04 wall_t:342 t:2500 epi:nan +opt_step:7314 lr:0.0003 alpha:0.1764 +2026-02-12 23:40:11 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pooyan_t0_s2 [train] +total_reward:511.03 total_reward_ma:401.97 loss:-23.54 fps:119 +frame:5.00e+04 wall_t:420 t:3125 epi:nan +opt_step:9189 lr:0.0003 alpha:0.1188 +2026-02-12 23:41:28 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pooyan_t0_s2 [train] +total_reward:555.36 total_reward_ma:427.54 loss:-23.63 fps:120.7 +frame:6.00e+04 wall_t:497 t:3750 epi:nan +opt_step:11064 lr:0.0003 alpha:0.08019 +2026-02-12 23:42:45 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pooyan_t0_s2 [train] +total_reward:561.50 total_reward_ma:446.68 loss:-21.45 fps:122 +frame:7.00e+04 wall_t:574 t:4375 epi:nan +opt_step:12939 lr:0.0003 alpha:0.05464 +2026-02-12 23:44:03 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pooyan_t0_s2 [train] +total_reward:577.75 total_reward_ma:463.06 loss:-20.45 fps:122.7 +frame:8.00e+04 wall_t:652 t:5000 epi:nan +opt_step:14814 lr:0.0003 alpha:0.03786 +2026-02-12 23:45:20 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pooyan_t0_s2 [train] +total_reward:576.15 total_reward_ma:475.63 loss:-19.39 fps:123.5 +frame:9.00e+04 wall_t:729 t:5625 epi:nan +opt_step:16689 lr:0.0003 alpha:0.0265 +2026-02-12 23:46:37 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pooyan_t0_s2 [train] +total_reward:591.15 total_reward_ma:487.18 loss:-18.24 fps:124.1 +frame:1.00e+05 wall_t:806 t:6250 epi:nan +opt_step:18564 lr:0.0003 alpha:0.01979 +2026-02-12 23:47:53 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pooyan_t0_s2 [train] +total_reward:643.05 total_reward_ma:501.35 loss:-17.12 fps:124.7 +frame:1.10e+05 wall_t:882 t:6875 epi:nan +opt_step:20439 lr:0.0003 alpha:0.01729 +2026-02-12 23:49:10 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pooyan_t0_s2 [train] +total_reward:689.15 total_reward_ma:517.00 loss:-16.53 fps:125.1 +frame:1.20e+05 wall_t:959 t:7500 epi:nan +opt_step:22314 lr:0.0003 alpha:0.01797 +2026-02-12 23:50:26 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pooyan_t0_s2 [train] +total_reward:770.55 total_reward_ma:536.50 loss:-15.95 fps:125.6 +frame:1.30e+05 wall_t:1035 t:8125 epi:nan +opt_step:24189 lr:0.0003 alpha:0.0183 +2026-02-12 23:51:44 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pooyan_t0_s2 [train] +total_reward:787.50 total_reward_ma:554.43 loss:-16.23 fps:125.8 +frame:1.40e+05 wall_t:1113 t:8750 epi:nan +opt_step:26064 lr:0.0003 alpha:0.01911 +2026-02-12 23:53:01 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pooyan_t0_s2 [train] +total_reward:850.10 total_reward_ma:574.14 loss:-15.56 fps:126.1 +frame:1.50e+05 wall_t:1190 t:9375 epi:nan +opt_step:27939 lr:0.0003 alpha:0.01941 +2026-02-12 23:54:18 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pooyan_t0_s2 [train] +total_reward:894.45 total_reward_ma:594.16 loss:-15.44 fps:126.3 +frame:1.60e+05 wall_t:1267 t:10000 epi:nan +opt_step:29814 lr:0.0003 alpha:0.02067 +2026-02-12 23:55:34 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pooyan_t0_s2 [train] +total_reward:1002.75 total_reward_ma:618.20 loss:-15.36 fps:126.6 +frame:1.70e+05 wall_t:1343 t:10625 epi:nan +opt_step:31689 lr:0.0003 alpha:0.02085 +2026-02-12 23:56:51 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pooyan_t0_s2 [train] +total_reward:1056.80 total_reward_ma:642.56 loss:-15.42 fps:126.8 +frame:1.80e+05 wall_t:1420 t:11250 epi:nan +opt_step:33564 lr:0.0003 alpha:0.01952 +2026-02-12 23:58:08 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pooyan_t0_s2 [train] +total_reward:1138.65 total_reward_ma:668.67 loss:-14.85 fps:126.9 +frame:1.90e+05 wall_t:1497 t:11875 epi:nan +opt_step:35439 lr:0.0003 alpha:0.02079 +2026-02-12 23:59:25 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pooyan_t0_s2 [train] +total_reward:1196.85 total_reward_ma:695.08 loss:-14.88 fps:127.1 +frame:2.00e+05 wall_t:1574 t:12500 epi:nan +opt_step:37314 lr:0.0003 alpha:0.01846 +2026-02-13 00:00:41 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pooyan_t0_s2 [train] +total_reward:1301.35 total_reward_ma:723.95 loss:-14.76 fps:127.3 +frame:2.10e+05 wall_t:1650 t:13125 epi:nan +opt_step:39189 lr:0.0003 alpha:0.01783 +2026-02-13 00:01:58 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pooyan_t0_s2 [train] +total_reward:1345.40 total_reward_ma:752.20 loss:-13.67 fps:127.4 +frame:2.20e+05 wall_t:1727 t:13750 epi:nan +opt_step:41064 lr:0.0003 alpha:0.01824 +2026-02-13 00:03:15 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pooyan_t0_s2 [train] +total_reward:1376.60 total_reward_ma:779.35 loss:-13.83 fps:127.5 +frame:2.30e+05 wall_t:1804 t:14375 epi:nan +opt_step:42939 lr:0.0003 alpha:0.01871 +2026-02-13 00:04:32 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pooyan_t0_s2 [train] +total_reward:1403.20 total_reward_ma:805.34 loss:-13.52 fps:127.7 +frame:2.40e+05 wall_t:1880 t:15000 epi:nan +opt_step:44814 lr:0.0003 alpha:0.01851 +2026-02-13 00:05:48 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pooyan_t0_s2 [train] +total_reward:1425.15 total_reward_ma:830.13 loss:-13.29 fps:127.7 +frame:2.50e+05 wall_t:1957 t:15625 epi:nan +opt_step:46689 lr:0.0003 alpha:0.01836 +2026-02-13 00:07:04 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pooyan_t0_s2 [train] +total_reward:1451.90 total_reward_ma:854.05 loss:-12.07 fps:127.9 +frame:2.60e+05 wall_t:2033 t:16250 epi:nan +opt_step:48564 lr:0.0003 alpha:0.01841 +2026-02-13 00:08:20 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pooyan_t0_s2 [train] +total_reward:1495.10 total_reward_ma:877.79 loss:-12.26 fps:128 +frame:2.70e+05 wall_t:2109 t:16875 epi:nan +opt_step:50439 lr:0.0003 alpha:0.01831 +2026-02-13 00:09:37 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pooyan_t0_s2 [train] +total_reward:1494.30 total_reward_ma:899.81 loss:-12.44 fps:128.1 +frame:2.80e+05 wall_t:2186 t:17500 epi:nan +opt_step:52314 lr:0.0003 alpha:0.01892 +2026-02-13 00:10:54 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pooyan_t0_s2 [train] +total_reward:1620.90 total_reward_ma:924.67 loss:-11.99 fps:128.1 +frame:2.90e+05 wall_t:2263 t:18125 epi:nan +opt_step:54189 lr:0.0003 alpha:0.01899 +2026-02-13 00:12:10 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pooyan_t0_s2 [train] +total_reward:1689.35 total_reward_ma:950.16 loss:-11.03 fps:128.3 +frame:3.00e+05 wall_t:2339 t:18750 epi:nan +opt_step:56064 lr:0.0003 alpha:0.01807 +2026-02-13 00:13:26 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pooyan_t0_s2 [train] +total_reward:1720.30 total_reward_ma:975.01 loss:-11.14 fps:128.4 +frame:3.10e+05 wall_t:2415 t:19375 epi:nan +opt_step:57939 lr:0.0003 alpha:0.01768 +2026-02-13 00:14:42 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pooyan_t0_s2 [train] +total_reward:1760.50 total_reward_ma:999.55 loss:-11.27 fps:128.5 +frame:3.20e+05 wall_t:2491 t:20000 epi:nan +opt_step:59814 lr:0.0003 alpha:0.01829 +2026-02-13 00:15:59 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pooyan_t0_s2 [train] +total_reward:1864.25 total_reward_ma:1025.76 loss:-10.57 fps:128.5 +frame:3.30e+05 wall_t:2568 t:20625 epi:nan +opt_step:61689 lr:0.0003 alpha:0.0179 +2026-02-13 00:17:16 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pooyan_t0_s2 [train] +total_reward:1940.40 total_reward_ma:1052.66 loss:-10.7 fps:128.5 +frame:3.40e+05 wall_t:2645 t:21250 epi:nan +opt_step:63564 lr:0.0003 alpha:0.01836 +2026-02-13 00:18:32 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pooyan_t0_s2 [train] +total_reward:2010.30 total_reward_ma:1080.02 loss:-9.911 fps:128.6 +frame:3.50e+05 wall_t:2721 t:21875 epi:nan +opt_step:65439 lr:0.0003 alpha:0.01898 +2026-02-13 00:19:49 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pooyan_t0_s2 [train] +total_reward:2054.80 total_reward_ma:1107.10 loss:-10.56 fps:128.7 +frame:3.60e+05 wall_t:2798 t:22500 epi:nan +opt_step:67314 lr:0.0003 alpha:0.01879 +2026-02-13 00:21:05 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pooyan_t0_s2 [train] +total_reward:2107.95 total_reward_ma:1134.15 loss:-9.937 fps:128.7 +frame:3.70e+05 wall_t:2874 t:23125 epi:nan +opt_step:69189 lr:0.0003 alpha:0.01958 +2026-02-13 00:22:21 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pooyan_t0_s2 [train] +total_reward:2175.10 total_reward_ma:1161.54 loss:-10.43 fps:128.8 +frame:3.80e+05 wall_t:2950 t:23750 epi:nan +opt_step:71064 lr:0.0003 alpha:0.02139 +2026-02-13 00:23:38 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pooyan_t0_s2 [train] +total_reward:2271.85 total_reward_ma:1190.01 loss:-10.07 fps:128.8 +frame:3.90e+05 wall_t:3027 t:24375 epi:nan +opt_step:72939 lr:0.0003 alpha:0.02109 +2026-02-13 00:24:54 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pooyan_t0_s2 [train] +total_reward:2360.25 total_reward_ma:1219.26 loss:-10.14 fps:128.9 +frame:4.00e+05 wall_t:3103 t:25000 epi:nan +opt_step:74814 lr:0.0003 alpha:0.02185 +2026-02-13 00:26:11 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pooyan_t0_s2 [train] +total_reward:2522.05 total_reward_ma:1251.04 loss:-10.09 fps:128.9 +frame:4.10e+05 wall_t:3180 t:25625 epi:nan +opt_step:76689 lr:0.0003 alpha:0.02227 +2026-02-13 00:27:27 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pooyan_t0_s2 [train] +total_reward:2733.25 total_reward_ma:1286.33 loss:-10.34 fps:129 +frame:4.20e+05 wall_t:3256 t:26250 epi:nan +opt_step:78564 lr:0.0003 alpha:0.02272 +2026-02-13 00:28:43 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pooyan_t0_s2 [train] +total_reward:2882.70 total_reward_ma:1323.46 loss:-10.09 fps:129.1 +frame:4.30e+05 wall_t:3332 t:26875 epi:nan +opt_step:80439 lr:0.0003 alpha:0.02311 +2026-02-13 00:30:00 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pooyan_t0_s2 [train] +total_reward:2944.75 total_reward_ma:1360.30 loss:-10.16 fps:129.1 +frame:4.40e+05 wall_t:3409 t:27500 epi:nan +opt_step:82314 lr:0.0003 alpha:0.02368 +2026-02-13 00:31:17 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pooyan_t0_s2 [train] +total_reward:3117.65 total_reward_ma:1399.35 loss:-9.458 fps:129.1 +frame:4.50e+05 wall_t:3486 t:28125 epi:nan +opt_step:84189 lr:0.0003 alpha:0.02353 +2026-02-13 00:32:34 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pooyan_t0_s2 [train] +total_reward:3263.80 total_reward_ma:1439.89 loss:-9.96 fps:129.1 +frame:4.60e+05 wall_t:3562 t:28750 epi:nan +opt_step:86064 lr:0.0003 alpha:0.02368 +2026-02-13 00:33:50 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pooyan_t0_s2 [train] +total_reward:3314.15 total_reward_ma:1479.76 loss:-10.08 fps:129.2 +frame:4.70e+05 wall_t:3639 t:29375 epi:nan +opt_step:87939 lr:0.0003 alpha:0.02448 +2026-02-13 00:35:07 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pooyan_t0_s2 [train] +total_reward:3394.50 total_reward_ma:1519.65 loss:-10.48 fps:129.2 +frame:4.80e+05 wall_t:3716 t:30000 epi:nan +opt_step:89814 lr:0.0003 alpha:0.02507 +2026-02-13 00:36:23 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pooyan_t0_s2 [train] +total_reward:3486.80 total_reward_ma:1559.80 loss:-10.62 fps:129.2 +frame:4.90e+05 wall_t:3792 t:30625 epi:nan +opt_step:91689 lr:0.0003 alpha:0.02465 +2026-02-13 00:37:39 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pooyan_t0_s2 [train] +total_reward:3629.60 total_reward_ma:1601.20 loss:-10.06 fps:129.3 +frame:5.00e+05 wall_t:3868 t:31250 epi:nan +opt_step:93564 lr:0.0003 alpha:0.02586 +2026-02-13 00:38:55 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pooyan_t0_s2 [train] +total_reward:3742.80 total_reward_ma:1643.19 loss:-10.61 fps:129.3 +frame:5.10e+05 wall_t:3944 t:31875 epi:nan +opt_step:95439 lr:0.0003 alpha:0.02664 +2026-02-13 00:40:12 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pooyan_t0_s2 [train] +total_reward:3961.65 total_reward_ma:1687.77 loss:-10.44 fps:129.4 +frame:5.20e+05 wall_t:4020 t:32500 epi:nan +opt_step:97314 lr:0.0003 alpha:0.02643 +2026-02-13 00:41:28 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pooyan_t0_s2 [train] +total_reward:4038.50 total_reward_ma:1732.13 loss:-10.62 fps:129.4 +frame:5.30e+05 wall_t:4097 t:33125 epi:nan +opt_step:99189 lr:0.0003 alpha:0.02749 +2026-02-13 00:42:45 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pooyan_t0_s2 [train] +total_reward:4123.95 total_reward_ma:1776.42 loss:-11.47 fps:129.4 +frame:5.40e+05 wall_t:4174 t:33750 epi:nan +opt_step:101064 lr:0.0003 alpha:0.02803 +2026-02-13 00:44:02 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pooyan_t0_s2 [train] +total_reward:4138.60 total_reward_ma:1819.37 loss:-11.18 fps:129.4 +frame:5.50e+05 wall_t:4250 t:34375 epi:nan +opt_step:102939 lr:0.0003 alpha:0.02815 +2026-02-13 00:45:18 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pooyan_t0_s2 [train] +total_reward:4263.50 total_reward_ma:1863.01 loss:-11.34 fps:129.4 +frame:5.60e+05 wall_t:4327 t:35000 epi:nan +opt_step:104814 lr:0.0003 alpha:0.02849 +2026-02-13 00:46:35 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pooyan_t0_s2 [train] +total_reward:4308.35 total_reward_ma:1905.92 loss:-11.12 fps:129.4 +frame:5.70e+05 wall_t:4404 t:35625 epi:nan +opt_step:106689 lr:0.0003 alpha:0.02871 +2026-02-13 00:47:52 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pooyan_t0_s2 [train] +total_reward:4337.90 total_reward_ma:1947.85 loss:-11.65 fps:129.4 +frame:5.80e+05 wall_t:4481 t:36250 epi:nan +opt_step:108564 lr:0.0003 alpha:0.02963 +2026-02-13 00:49:08 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pooyan_t0_s2 [train] +total_reward:4356.55 total_reward_ma:1988.67 loss:-11.51 fps:129.5 +frame:5.90e+05 wall_t:4557 t:36875 epi:nan +opt_step:110439 lr:0.0003 alpha:0.03028 +2026-02-13 00:50:24 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pooyan_t0_s2 [train] +total_reward:4417.75 total_reward_ma:2029.16 loss:-11.61 fps:129.5 +frame:6.00e+05 wall_t:4633 t:37500 epi:nan +opt_step:112314 lr:0.0003 alpha:0.02995 +2026-02-13 00:51:41 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pooyan_t0_s2 [train] +total_reward:4433.65 total_reward_ma:2068.57 loss:-11.95 fps:129.5 +frame:6.10e+05 wall_t:4709 t:38125 epi:nan +opt_step:114189 lr:0.0003 alpha:0.03068 +2026-02-13 00:52:57 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pooyan_t0_s2 [train] +total_reward:4366.45 total_reward_ma:2105.64 loss:-11.87 fps:129.5 +frame:6.20e+05 wall_t:4786 t:38750 epi:nan +opt_step:116064 lr:0.0003 alpha:0.03097 +2026-02-13 00:54:14 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pooyan_t0_s2 [train] +total_reward:4276.20 total_reward_ma:2140.09 loss:-11.91 fps:129.5 +frame:6.30e+05 wall_t:4863 t:39375 epi:nan +opt_step:117939 lr:0.0003 alpha:0.03209 +2026-02-13 00:55:30 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pooyan_t0_s2 [train] +total_reward:3828.85 total_reward_ma:2166.48 loss:-12.28 fps:129.6 +frame:6.40e+05 wall_t:4939 t:40000 epi:nan +opt_step:119814 lr:0.0003 alpha:0.03135 +2026-02-13 00:56:47 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pooyan_t0_s2 [train] +total_reward:3577.75 total_reward_ma:2188.19 loss:-11.85 fps:129.6 +frame:6.50e+05 wall_t:5016 t:40625 epi:nan +opt_step:121689 lr:0.0003 alpha:0.03256 +2026-02-13 00:58:04 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pooyan_t0_s2 [train] +total_reward:3249.00 total_reward_ma:2204.26 loss:-12.3 fps:129.6 +frame:6.60e+05 wall_t:5092 t:41250 epi:nan +opt_step:123564 lr:0.0003 alpha:0.033 +2026-02-13 00:59:20 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pooyan_t0_s2 [train] +total_reward:3139.20 total_reward_ma:2218.22 loss:-12.52 fps:129.6 +frame:6.70e+05 wall_t:5169 t:41875 epi:nan +opt_step:125439 lr:0.0003 alpha:0.034 +2026-02-13 01:00:37 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pooyan_t0_s2 [train] +total_reward:2805.10 total_reward_ma:2226.85 loss:-12.86 fps:129.6 +frame:6.80e+05 wall_t:5246 t:42500 epi:nan +opt_step:127314 lr:0.0003 alpha:0.03493 +2026-02-13 01:01:53 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pooyan_t0_s2 [train] +total_reward:2599.05 total_reward_ma:2232.24 loss:-12.69 fps:129.7 +frame:6.90e+05 wall_t:5322 t:43125 epi:nan +opt_step:129189 lr:0.0003 alpha:0.03486 +2026-02-13 01:03:09 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pooyan_t0_s2 [train] +total_reward:2366.25 total_reward_ma:2234.16 loss:-12.6 fps:129.7 +frame:7.00e+05 wall_t:5398 t:43750 epi:nan +opt_step:131064 lr:0.0003 alpha:0.03562 +2026-02-13 01:04:26 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pooyan_t0_s2 [train] +total_reward:2143.10 total_reward_ma:2232.87 loss:-13.22 fps:129.7 +frame:7.10e+05 wall_t:5475 t:44375 epi:nan +opt_step:132939 lr:0.0003 alpha:0.03635 +2026-02-13 01:05:42 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pooyan_t0_s2 [train] +total_reward:2029.45 total_reward_ma:2230.05 loss:-13.42 fps:129.7 +frame:7.20e+05 wall_t:5551 t:45000 epi:nan +opt_step:134814 lr:0.0003 alpha:0.03644 +2026-02-13 01:06:58 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pooyan_t0_s2 [train] +total_reward:1920.25 total_reward_ma:2225.80 loss:-13.69 fps:129.7 +frame:7.30e+05 wall_t:5627 t:45625 epi:nan +opt_step:136689 lr:0.0003 alpha:0.0366 +2026-02-13 01:08:14 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pooyan_t0_s2 [train] +total_reward:1862.40 total_reward_ma:2220.89 loss:-13.2 fps:129.8 +frame:7.40e+05 wall_t:5703 t:46250 epi:nan +opt_step:138564 lr:0.0003 alpha:0.03746 +2026-02-13 01:09:31 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pooyan_t0_s2 [train] +total_reward:1770.55 total_reward_ma:2214.89 loss:-13.41 fps:129.8 +frame:7.50e+05 wall_t:5780 t:46875 epi:nan +opt_step:140439 lr:0.0003 alpha:0.038 +2026-02-13 01:10:48 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pooyan_t0_s2 [train] +total_reward:1777.05 total_reward_ma:2209.13 loss:-14.04 fps:129.8 +frame:7.60e+05 wall_t:5857 t:47500 epi:nan +opt_step:142314 lr:0.0003 alpha:0.03877 +2026-02-13 01:12:04 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pooyan_t0_s2 [train] +total_reward:1787.40 total_reward_ma:2203.65 loss:-14.05 fps:129.8 +frame:7.70e+05 wall_t:5933 t:48125 epi:nan +opt_step:144189 lr:0.0003 alpha:0.03895 +2026-02-13 01:13:20 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pooyan_t0_s2 [train] +total_reward:1782.50 total_reward_ma:2198.25 loss:-13.84 fps:129.8 +frame:7.80e+05 wall_t:6009 t:48750 epi:nan +opt_step:146064 lr:0.0003 alpha:0.03901 +2026-02-13 01:14:36 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pooyan_t0_s2 [train] +total_reward:1864.90 total_reward_ma:2194.03 loss:-14.26 fps:129.8 +frame:7.90e+05 wall_t:6085 t:49375 epi:nan +opt_step:147939 lr:0.0003 alpha:0.03908 +2026-02-13 01:15:53 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pooyan_t0_s2 [train] +total_reward:1901.95 total_reward_ma:2190.38 loss:-13.99 fps:129.8 +frame:8.00e+05 wall_t:6162 t:50000 epi:nan +opt_step:149814 lr:0.0003 alpha:0.03929 +2026-02-13 01:17:09 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pooyan_t0_s2 [train] +total_reward:1960.30 total_reward_ma:2187.54 loss:-14.16 fps:129.9 +frame:8.10e+05 wall_t:6237 t:50625 epi:nan +opt_step:151689 lr:0.0003 alpha:0.03905 +2026-02-13 01:18:24 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pooyan_t0_s2 [train] +total_reward:1959.85 total_reward_ma:2184.76 loss:-14.43 fps:129.9 +frame:8.20e+05 wall_t:6313 t:51250 epi:nan +opt_step:153564 lr:0.0003 alpha:0.03979 +2026-02-13 01:19:41 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pooyan_t0_s2 [train] +total_reward:2032.25 total_reward_ma:2182.93 loss:-14.67 fps:129.9 +frame:8.30e+05 wall_t:6389 t:51875 epi:nan +opt_step:155439 lr:0.0003 alpha:0.04032 +2026-02-13 01:20:57 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pooyan_t0_s2 [train] +total_reward:2054.70 total_reward_ma:2181.40 loss:-14.93 fps:129.9 +frame:8.40e+05 wall_t:6466 t:52500 epi:nan +opt_step:157314 lr:0.0003 alpha:0.04084 +2026-02-13 01:22:13 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pooyan_t0_s2 [train] +total_reward:2134.90 total_reward_ma:2180.85 loss:-14.94 fps:129.9 +frame:8.50e+05 wall_t:6542 t:53125 epi:nan +opt_step:159189 lr:0.0003 alpha:0.04053 +2026-02-13 01:23:29 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pooyan_t0_s2 [train] +total_reward:2161.00 total_reward_ma:2180.62 loss:-15.12 fps:129.9 +frame:8.60e+05 wall_t:6618 t:53750 epi:nan +opt_step:161064 lr:0.0003 alpha:0.0406 +2026-02-13 01:24:46 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pooyan_t0_s2 [train] +total_reward:2183.50 total_reward_ma:2180.65 loss:-15.1 fps:129.9 +frame:8.70e+05 wall_t:6695 t:54375 epi:nan +opt_step:162939 lr:0.0003 alpha:0.04093 +2026-02-13 01:26:02 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pooyan_t0_s2 [train] +total_reward:2223.20 total_reward_ma:2181.14 loss:-14.71 fps:130 +frame:8.80e+05 wall_t:6771 t:55000 epi:nan +opt_step:164814 lr:0.0003 alpha:0.04073 +2026-02-13 01:27:19 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pooyan_t0_s2 [train] +total_reward:2281.45 total_reward_ma:2182.26 loss:-14.89 fps:130 +frame:8.90e+05 wall_t:6848 t:55625 epi:nan +opt_step:166689 lr:0.0003 alpha:0.04098 +2026-02-13 01:28:35 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pooyan_t0_s2 [train] +total_reward:2376.75 total_reward_ma:2184.43 loss:-14.81 fps:130 +frame:9.00e+05 wall_t:6924 t:56250 epi:nan +opt_step:168564 lr:0.0003 alpha:0.041 +2026-02-13 01:29:51 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pooyan_t0_s2 [train] +total_reward:2419.10 total_reward_ma:2187.00 loss:-15.25 fps:130 +frame:9.10e+05 wall_t:7000 t:56875 epi:nan +opt_step:170439 lr:0.0003 alpha:0.04162 +2026-02-13 01:31:08 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pooyan_t0_s2 [train] +total_reward:2460.90 total_reward_ma:2189.98 loss:-15.17 fps:130 +frame:9.20e+05 wall_t:7076 t:57500 epi:nan +opt_step:172314 lr:0.0003 alpha:0.04165 +2026-02-13 01:32:24 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pooyan_t0_s2 [train] +total_reward:2478.85 total_reward_ma:2193.09 loss:-15.22 fps:130 +frame:9.30e+05 wall_t:7153 t:58125 epi:nan +opt_step:174189 lr:0.0003 alpha:0.04103 +2026-02-13 01:33:40 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pooyan_t0_s2 [train] +total_reward:2607.35 total_reward_ma:2197.49 loss:-15.35 fps:130 +frame:9.40e+05 wall_t:7229 t:58750 epi:nan +opt_step:176064 lr:0.0003 alpha:0.04104 +2026-02-13 01:34:57 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pooyan_t0_s2 [train] +total_reward:2631.10 total_reward_ma:2202.06 loss:-15.98 fps:130 +frame:9.50e+05 wall_t:7306 t:59375 epi:nan +opt_step:177939 lr:0.0003 alpha:0.04046 +2026-02-13 01:36:13 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pooyan_t0_s2 [train] +total_reward:2594.95 total_reward_ma:2206.15 loss:-15.92 fps:130 +frame:9.60e+05 wall_t:7382 t:60000 epi:nan +opt_step:179814 lr:0.0003 alpha:0.04068 +2026-02-13 01:37:30 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pooyan_t0_s2 [train] +total_reward:2631.85 total_reward_ma:2210.54 loss:-15.52 fps:130.1 +frame:9.70e+05 wall_t:7458 t:60625 epi:nan +opt_step:181689 lr:0.0003 alpha:0.04058 +2026-02-13 01:38:46 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pooyan_t0_s2 [train] +total_reward:2634.45 total_reward_ma:2214.87 loss:-15.33 fps:130.1 +frame:9.80e+05 wall_t:7535 t:61250 epi:nan +opt_step:183564 lr:0.0003 alpha:0.0402 +2026-02-13 01:40:02 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pooyan_t0_s2 [train] +total_reward:2607.25 total_reward_ma:2218.83 loss:-15.7 fps:130.1 +frame:9.90e+05 wall_t:7611 t:61875 epi:nan +opt_step:185439 lr:0.0003 alpha:0.03962 +2026-02-13 01:41:19 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pooyan_t0_s2 [train] +total_reward:2590.05 total_reward_ma:2222.54 loss:-15.67 fps:130.1 +frame:1.00e+06 wall_t:7688 t:62500 epi:nan +opt_step:187314 lr:0.0003 alpha:0.03919 +2026-02-13 01:42:36 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pooyan_t0_s2 [train] +total_reward:2639.00 total_reward_ma:2246.88 loss:-15.77 fps:130.1 +frame:1.01e+06 wall_t:7765 t:63125 epi:nan +opt_step:189189 lr:0.0003 alpha:0.03966 +2026-02-13 01:43:52 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pooyan_t0_s2 [train] +total_reward:2644.20 total_reward_ma:2269.71 loss:-15.25 fps:130.1 +frame:1.02e+06 wall_t:7841 t:63750 epi:nan +opt_step:191064 lr:0.0003 alpha:0.03896 +2026-02-13 01:45:09 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pooyan_t0_s2 [train] +total_reward:2641.45 total_reward_ma:2291.68 loss:-15.76 fps:130.1 +frame:1.03e+06 wall_t:7918 t:64375 epi:nan +opt_step:192939 lr:0.0003 alpha:0.03853 +2026-02-13 01:46:26 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pooyan_t0_s2 [train] +total_reward:2633.10 total_reward_ma:2313.13 loss:-15.22 fps:130.1 +frame:1.04e+06 wall_t:7994 t:65000 epi:nan +opt_step:194814 lr:0.0003 alpha:0.03883 +2026-02-13 01:47:42 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pooyan_t0_s2 [train] +total_reward:2639.60 total_reward_ma:2334.42 loss:-15.55 fps:130.1 +frame:1.05e+06 wall_t:8071 t:65625 epi:nan +opt_step:196689 lr:0.0003 alpha:0.03859 +2026-02-13 01:48:59 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pooyan_t0_s2 [train] +total_reward:2663.15 total_reward_ma:2355.49 loss:-15.29 fps:130.1 +frame:1.06e+06 wall_t:8148 t:66250 epi:nan +opt_step:198564 lr:0.0003 alpha:0.03807 +2026-02-13 01:50:16 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pooyan_t0_s2 [train] +total_reward:2682.50 total_reward_ma:2376.70 loss:-15.42 fps:130.1 +frame:1.07e+06 wall_t:8225 t:66875 epi:nan +opt_step:200439 lr:0.0003 alpha:0.03833 +2026-02-13 01:51:33 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pooyan_t0_s2 [train] +total_reward:2650.15 total_reward_ma:2397.43 loss:-15.72 fps:130.1 +frame:1.08e+06 wall_t:8301 t:67500 epi:nan +opt_step:202314 lr:0.0003 alpha:0.03771 +2026-02-13 01:52:49 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pooyan_t0_s2 [train] +total_reward:2698.30 total_reward_ma:2418.65 loss:-15.33 fps:130.1 +frame:1.09e+06 wall_t:8378 t:68125 epi:nan +opt_step:204189 lr:0.0003 alpha:0.03809 +2026-02-13 01:54:06 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pooyan_t0_s2 [train] +total_reward:2709.05 total_reward_ma:2439.83 loss:-15.25 fps:130.1 +frame:1.10e+06 wall_t:8455 t:68750 epi:nan +opt_step:206064 lr:0.0003 alpha:0.03795 +2026-02-13 01:55:22 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pooyan_t0_s2 [train] +total_reward:2757.80 total_reward_ma:2460.98 loss:-15.1 fps:130.1 +frame:1.11e+06 wall_t:8531 t:69375 epi:nan +opt_step:207939 lr:0.0003 alpha:0.03772 +2026-02-13 01:56:38 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pooyan_t0_s2 [train] +total_reward:2797.45 total_reward_ma:2482.06 loss:-15.37 fps:130.1 +frame:1.12e+06 wall_t:8607 t:70000 epi:nan +opt_step:209814 lr:0.0003 alpha:0.0373 +2026-02-13 01:57:55 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pooyan_t0_s2 [train] +total_reward:2760.25 total_reward_ma:2501.96 loss:-15.33 fps:130.1 +frame:1.13e+06 wall_t:8683 t:70625 epi:nan +opt_step:211689 lr:0.0003 alpha:0.03728 +2026-02-13 01:59:11 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pooyan_t0_s2 [train] +total_reward:2708.75 total_reward_ma:2521.17 loss:-15.34 fps:130.1 +frame:1.14e+06 wall_t:8760 t:71250 epi:nan +opt_step:213564 lr:0.0003 alpha:0.03807 +2026-02-13 02:00:28 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pooyan_t0_s2 [train] +total_reward:2733.60 total_reward_ma:2540.00 loss:-15.13 fps:130.1 +frame:1.15e+06 wall_t:8837 t:71875 epi:nan +opt_step:215439 lr:0.0003 alpha:0.03714 +2026-02-13 02:01:44 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pooyan_t0_s2 [train] +total_reward:2753.90 total_reward_ma:2558.60 loss:-15.13 fps:130.1 +frame:1.16e+06 wall_t:8913 t:72500 epi:nan +opt_step:217314 lr:0.0003 alpha:0.03741 +2026-02-13 02:03:01 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pooyan_t0_s2 [train] +total_reward:2791.60 total_reward_ma:2576.49 loss:-15.23 fps:130.1 +frame:1.17e+06 wall_t:8990 t:73125 epi:nan +opt_step:219189 lr:0.0003 alpha:0.03721 +2026-02-13 02:04:18 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pooyan_t0_s2 [train] +total_reward:2782.35 total_reward_ma:2593.74 loss:-15.37 fps:130.2 +frame:1.18e+06 wall_t:9066 t:73750 epi:nan +opt_step:221064 lr:0.0003 alpha:0.03714 +2026-02-13 02:05:34 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pooyan_t0_s2 [train] +total_reward:2833.90 total_reward_ma:2610.70 loss:-15.4 fps:130.2 +frame:1.19e+06 wall_t:9143 t:74375 epi:nan +opt_step:222939 lr:0.0003 alpha:0.03665 +2026-02-13 02:06:50 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pooyan_t0_s2 [train] +total_reward:2831.45 total_reward_ma:2627.04 loss:-15.04 fps:130.2 +frame:1.20e+06 wall_t:9219 t:75000 epi:nan +opt_step:224814 lr:0.0003 alpha:0.03696 +2026-02-13 02:08:07 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pooyan_t0_s2 [train] +total_reward:2809.75 total_reward_ma:2642.12 loss:-15.87 fps:130.2 +frame:1.21e+06 wall_t:9296 t:75625 epi:nan +opt_step:226689 lr:0.0003 alpha:0.03724 +2026-02-13 02:09:23 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pooyan_t0_s2 [train] +total_reward:2790.50 total_reward_ma:2656.58 loss:-15.26 fps:130.2 +frame:1.22e+06 wall_t:9372 t:76250 epi:nan +opt_step:228564 lr:0.0003 alpha:0.03665 +2026-02-13 02:10:39 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pooyan_t0_s2 [train] +total_reward:2804.45 total_reward_ma:2670.85 loss:-15.06 fps:130.2 +frame:1.23e+06 wall_t:9448 t:76875 epi:nan +opt_step:230439 lr:0.0003 alpha:0.03734 +2026-02-13 02:11:55 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pooyan_t0_s2 [train] +total_reward:2817.85 total_reward_ma:2685.00 loss:-14.82 fps:130.2 +frame:1.24e+06 wall_t:9524 t:77500 epi:nan +opt_step:232314 lr:0.0003 alpha:0.03648 +2026-02-13 02:13:12 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pooyan_t0_s2 [train] +total_reward:2830.30 total_reward_ma:2699.05 loss:-14.77 fps:130.2 +frame:1.25e+06 wall_t:9600 t:78125 epi:nan +opt_step:234189 lr:0.0003 alpha:0.03677 +2026-02-13 02:14:28 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pooyan_t0_s2 [train] +total_reward:2863.10 total_reward_ma:2713.16 loss:-14.64 fps:130.2 +frame:1.26e+06 wall_t:9676 t:78750 epi:nan +opt_step:236064 lr:0.0003 alpha:0.03707 +2026-02-13 02:15:44 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pooyan_t0_s2 [train] +total_reward:2890.00 total_reward_ma:2727.11 loss:-14.93 fps:130.2 +frame:1.27e+06 wall_t:9753 t:79375 epi:nan +opt_step:237939 lr:0.0003 alpha:0.03686 +2026-02-13 02:17:00 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pooyan_t0_s2 [train] +total_reward:2916.20 total_reward_ma:2741.33 loss:-15.11 fps:130.2 +frame:1.28e+06 wall_t:9829 t:80000 epi:nan +opt_step:239814 lr:0.0003 alpha:0.03674 +2026-02-13 02:18:17 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pooyan_t0_s2 [train] +total_reward:2789.45 total_reward_ma:2753.02 loss:-14.78 fps:130.2 +frame:1.29e+06 wall_t:9906 t:80625 epi:nan +opt_step:241689 lr:0.0003 alpha:0.03558 +2026-02-13 02:19:34 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pooyan_t0_s2 [train] +total_reward:2790.05 total_reward_ma:2764.02 loss:-14.68 fps:130.2 +frame:1.30e+06 wall_t:9983 t:81250 epi:nan +opt_step:243564 lr:0.0003 alpha:0.0357 +2026-02-13 02:20:50 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pooyan_t0_s2 [train] +total_reward:2763.45 total_reward_ma:2774.46 loss:-14.81 fps:130.2 +frame:1.31e+06 wall_t:10059 t:81875 epi:nan +opt_step:245439 lr:0.0003 alpha:0.03585 +2026-02-13 02:22:06 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pooyan_t0_s2 [train] +total_reward:2742.55 total_reward_ma:2784.28 loss:-14.87 fps:130.2 +frame:1.32e+06 wall_t:10135 t:82500 epi:nan +opt_step:247314 lr:0.0003 alpha:0.03614 +2026-02-13 02:23:22 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pooyan_t0_s2 [train] +total_reward:2757.90 total_reward_ma:2793.21 loss:-14.76 fps:130.3 +frame:1.33e+06 wall_t:10211 t:83125 epi:nan +opt_step:249189 lr:0.0003 alpha:0.03542 +2026-02-13 02:24:38 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pooyan_t0_s2 [train] +total_reward:2779.35 total_reward_ma:2801.60 loss:-14.96 fps:130.3 +frame:1.34e+06 wall_t:10287 t:83750 epi:nan +opt_step:251064 lr:0.0003 alpha:0.03573 +2026-02-13 02:25:55 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pooyan_t0_s2 [train] +total_reward:2730.80 total_reward_ma:2808.81 loss:-14.63 fps:130.3 +frame:1.35e+06 wall_t:10364 t:84375 epi:nan +opt_step:252939 lr:0.0003 alpha:0.03552 +2026-02-13 02:27:11 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pooyan_t0_s2 [train] +total_reward:2789.15 total_reward_ma:2816.15 loss:-14.79 fps:130.3 +frame:1.36e+06 wall_t:10440 t:85000 epi:nan +opt_step:254814 lr:0.0003 alpha:0.03455 +2026-02-13 02:28:28 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pooyan_t0_s2 [train] +total_reward:2763.35 total_reward_ma:2822.71 loss:-14.66 fps:130.3 +frame:1.37e+06 wall_t:10517 t:85625 epi:nan +opt_step:256689 lr:0.0003 alpha:0.03454 +2026-02-13 02:29:45 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pooyan_t0_s2 [train] +total_reward:2732.40 total_reward_ma:2828.28 loss:-14.94 fps:130.3 +frame:1.38e+06 wall_t:10594 t:86250 epi:nan +opt_step:258564 lr:0.0003 alpha:0.03479 +2026-02-13 02:31:01 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pooyan_t0_s2 [train] +total_reward:2730.80 total_reward_ma:2832.87 loss:-14.21 fps:130.3 +frame:1.39e+06 wall_t:10670 t:86875 epi:nan +opt_step:260439 lr:0.0003 alpha:0.03503 +2026-02-13 02:32:18 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pooyan_t0_s2 [train] +total_reward:2739.00 total_reward_ma:2836.66 loss:-14.67 fps:130.3 +frame:1.40e+06 wall_t:10747 t:87500 epi:nan +opt_step:262314 lr:0.0003 alpha:0.03464 +2026-02-13 02:33:34 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pooyan_t0_s2 [train] +total_reward:2643.55 total_reward_ma:2837.87 loss:-14.51 fps:130.3 +frame:1.41e+06 wall_t:10823 t:88125 epi:nan +opt_step:264189 lr:0.0003 alpha:0.03438 +2026-02-13 02:34:51 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pooyan_t0_s2 [train] +total_reward:2647.95 total_reward_ma:2837.02 loss:-14.32 fps:130.3 +frame:1.42e+06 wall_t:10900 t:88750 epi:nan +opt_step:266064 lr:0.0003 alpha:0.03366 +2026-02-13 02:36:07 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pooyan_t0_s2 [train] +total_reward:2661.10 total_reward_ma:2834.80 loss:-15.02 fps:130.3 +frame:1.43e+06 wall_t:10976 t:89375 epi:nan +opt_step:267939 lr:0.0003 alpha:0.0337 +2026-02-13 02:37:23 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pooyan_t0_s2 [train] +total_reward:2666.90 total_reward_ma:2832.02 loss:-13.86 fps:130.3 +frame:1.44e+06 wall_t:11052 t:90000 epi:nan +opt_step:269814 lr:0.0003 alpha:0.03356 +2026-02-13 02:38:39 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pooyan_t0_s2 [train] +total_reward:2716.75 total_reward_ma:2828.01 loss:-14.51 fps:130.3 +frame:1.45e+06 wall_t:11128 t:90625 epi:nan +opt_step:271689 lr:0.0003 alpha:0.03313 +2026-02-13 02:39:55 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pooyan_t0_s2 [train] +total_reward:2653.00 total_reward_ma:2821.91 loss:-14.25 fps:130.3 +frame:1.46e+06 wall_t:11204 t:91250 epi:nan +opt_step:273564 lr:0.0003 alpha:0.03342 +2026-02-13 02:41:11 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pooyan_t0_s2 [train] +total_reward:2649.95 total_reward_ma:2815.26 loss:-14.51 fps:130.3 +frame:1.47e+06 wall_t:11280 t:91875 epi:nan +opt_step:275439 lr:0.0003 alpha:0.03367 +2026-02-13 02:42:27 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pooyan_t0_s2 [train] +total_reward:2656.00 total_reward_ma:2807.88 loss:-14.23 fps:130.3 +frame:1.48e+06 wall_t:11356 t:92500 epi:nan +opt_step:277314 lr:0.0003 alpha:0.03284 +2026-02-13 02:43:44 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pooyan_t0_s2 [train] +total_reward:2641.20 total_reward_ma:2799.42 loss:-14.46 fps:130.3 +frame:1.49e+06 wall_t:11432 t:93125 epi:nan +opt_step:279189 lr:0.0003 alpha:0.03302 +2026-02-13 02:45:00 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pooyan_t0_s2 [train] +total_reward:2616.05 total_reward_ma:2789.29 loss:-14.23 fps:130.3 +frame:1.50e+06 wall_t:11509 t:93750 epi:nan +opt_step:281064 lr:0.0003 alpha:0.03311 +2026-02-13 02:46:16 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pooyan_t0_s2 [train] +total_reward:2582.05 total_reward_ma:2777.68 loss:-14.46 fps:130.3 +frame:1.51e+06 wall_t:11585 t:94375 epi:nan +opt_step:282939 lr:0.0003 alpha:0.033 +2026-02-13 02:47:32 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pooyan_t0_s2 [train] +total_reward:2596.75 total_reward_ma:2764.03 loss:-13.62 fps:130.3 +frame:1.52e+06 wall_t:11661 t:95000 epi:nan +opt_step:284814 lr:0.0003 alpha:0.03309 +2026-02-13 02:48:48 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pooyan_t0_s2 [train] +total_reward:2524.80 total_reward_ma:2748.89 loss:-14.41 fps:130.4 +frame:1.53e+06 wall_t:11737 t:95625 epi:nan +opt_step:286689 lr:0.0003 alpha:0.03351 +2026-02-13 02:50:05 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pooyan_t0_s2 [train] +total_reward:2527.05 total_reward_ma:2732.93 loss:-14.14 fps:130.4 +frame:1.54e+06 wall_t:11814 t:96250 epi:nan +opt_step:288564 lr:0.0003 alpha:0.03377 +2026-02-13 02:51:21 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pooyan_t0_s2 [train] +total_reward:2500.20 total_reward_ma:2716.54 loss:-14.49 fps:130.4 +frame:1.55e+06 wall_t:11889 t:96875 epi:nan +opt_step:290439 lr:0.0003 alpha:0.03309 +2026-02-13 02:52:37 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pooyan_t0_s2 [train] +total_reward:2466.50 total_reward_ma:2698.57 loss:-14.06 fps:130.4 +frame:1.56e+06 wall_t:11966 t:97500 epi:nan +opt_step:292314 lr:0.0003 alpha:0.03331 +2026-02-13 02:53:53 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pooyan_t0_s2 [train] +total_reward:2451.95 total_reward_ma:2680.01 loss:-13.72 fps:130.4 +frame:1.57e+06 wall_t:12042 t:98125 epi:nan +opt_step:294189 lr:0.0003 alpha:0.03352 +2026-02-13 02:55:10 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pooyan_t0_s2 [train] +total_reward:2432.15 total_reward_ma:2660.95 loss:-14.08 fps:130.4 +frame:1.58e+06 wall_t:12119 t:98750 epi:nan +opt_step:296064 lr:0.0003 alpha:0.0328 +2026-02-13 02:56:26 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pooyan_t0_s2 [train] +total_reward:2481.70 total_reward_ma:2642.20 loss:-13.69 fps:130.4 +frame:1.59e+06 wall_t:12195 t:99375 epi:nan +opt_step:297939 lr:0.0003 alpha:0.03287 +2026-02-13 02:57:42 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pooyan_t0_s2 [train] +total_reward:2505.00 total_reward_ma:2623.07 loss:-13.97 fps:130.4 +frame:1.60e+06 wall_t:12271 t:100000 epi:nan +opt_step:299814 lr:0.0003 alpha:0.0327 +2026-02-13 02:58:58 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pooyan_t0_s2 [train] +total_reward:2489.85 total_reward_ma:2603.64 loss:-13.83 fps:130.4 +frame:1.61e+06 wall_t:12347 t:100625 epi:nan +opt_step:301689 lr:0.0003 alpha:0.03289 +2026-02-13 03:00:15 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pooyan_t0_s2 [train] +total_reward:2393.35 total_reward_ma:2583.90 loss:-13.51 fps:130.4 +frame:1.62e+06 wall_t:12424 t:101250 epi:nan +opt_step:303564 lr:0.0003 alpha:0.03366 +2026-02-13 03:01:31 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pooyan_t0_s2 [train] +total_reward:2403.50 total_reward_ma:2565.18 loss:-13.31 fps:130.4 +frame:1.63e+06 wall_t:12500 t:101875 epi:nan +opt_step:305439 lr:0.0003 alpha:0.03345 +2026-02-13 03:02:47 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pooyan_t0_s2 [train] +total_reward:2392.20 total_reward_ma:2550.81 loss:-13.8 fps:130.4 +frame:1.64e+06 wall_t:12576 t:102500 epi:nan +opt_step:307314 lr:0.0003 alpha:0.03335 +2026-02-13 03:04:02 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pooyan_t0_s2 [train] +total_reward:2380.25 total_reward_ma:2538.84 loss:-13.49 fps:130.4 +frame:1.65e+06 wall_t:12651 t:103125 epi:nan +opt_step:309189 lr:0.0003 alpha:0.03324 +2026-02-13 03:05:18 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pooyan_t0_s2 [train] +total_reward:2397.55 total_reward_ma:2530.32 loss:-13.9 fps:130.4 +frame:1.66e+06 wall_t:12727 t:103750 epi:nan +opt_step:311064 lr:0.0003 alpha:0.0325 +2026-02-13 03:06:34 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pooyan_t0_s2 [train] +total_reward:2417.25 total_reward_ma:2523.10 loss:-13.49 fps:130.4 +frame:1.67e+06 wall_t:12803 t:104375 epi:nan +opt_step:312939 lr:0.0003 alpha:0.03278 +2026-02-13 03:07:50 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pooyan_t0_s2 [train] +total_reward:2410.95 total_reward_ma:2519.16 loss:-13.12 fps:130.4 +frame:1.68e+06 wall_t:12879 t:105000 epi:nan +opt_step:314814 lr:0.0003 alpha:0.03202 +2026-02-13 03:09:07 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pooyan_t0_s2 [train] +total_reward:2436.30 total_reward_ma:2517.53 loss:-13.66 fps:130.5 +frame:1.69e+06 wall_t:12955 t:105625 epi:nan +opt_step:316689 lr:0.0003 alpha:0.03254 +2026-02-13 03:10:22 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pooyan_t0_s2 [train] +total_reward:2434.10 total_reward_ma:2518.21 loss:-13.3 fps:130.5 +frame:1.70e+06 wall_t:13031 t:106250 epi:nan +opt_step:318564 lr:0.0003 alpha:0.03277 +2026-02-13 03:11:38 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pooyan_t0_s2 [train] +total_reward:2455.40 total_reward_ma:2521.33 loss:-13.44 fps:130.5 +frame:1.71e+06 wall_t:13107 t:106875 epi:nan +opt_step:320439 lr:0.0003 alpha:0.03257 +2026-02-13 03:12:55 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pooyan_t0_s2 [train] +total_reward:2463.85 total_reward_ma:2525.68 loss:-13.55 fps:130.5 +frame:1.72e+06 wall_t:13184 t:107500 epi:nan +opt_step:322314 lr:0.0003 alpha:0.03253 +2026-02-13 03:14:11 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pooyan_t0_s2 [train] +total_reward:2454.90 total_reward_ma:2531.02 loss:-13.63 fps:130.5 +frame:1.73e+06 wall_t:13260 t:108125 epi:nan +opt_step:324189 lr:0.0003 alpha:0.03251 +2026-02-13 03:15:28 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pooyan_t0_s2 [train] +total_reward:2443.40 total_reward_ma:2536.84 loss:-13.88 fps:130.5 +frame:1.74e+06 wall_t:13337 t:108750 epi:nan +opt_step:326064 lr:0.0003 alpha:0.03215 +2026-02-13 03:16:45 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pooyan_t0_s2 [train] +total_reward:2501.55 total_reward_ma:2544.15 loss:-13.79 fps:130.5 +frame:1.75e+06 wall_t:13413 t:109375 epi:nan +opt_step:327939 lr:0.0003 alpha:0.03211 +2026-02-13 03:18:01 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pooyan_t0_s2 [train] +total_reward:2542.75 total_reward_ma:2551.80 loss:-13.06 fps:130.5 +frame:1.76e+06 wall_t:13489 t:110000 epi:nan +opt_step:329814 lr:0.0003 alpha:0.03221 +2026-02-13 03:19:17 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pooyan_t0_s2 [train] +total_reward:2521.10 total_reward_ma:2559.14 loss:-13.33 fps:130.5 +frame:1.77e+06 wall_t:13566 t:110625 epi:nan +opt_step:331689 lr:0.0003 alpha:0.03225 +2026-02-13 03:20:33 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pooyan_t0_s2 [train] +total_reward:2505.90 total_reward_ma:2566.37 loss:-12.95 fps:130.5 +frame:1.78e+06 wall_t:13642 t:111250 epi:nan +opt_step:333564 lr:0.0003 alpha:0.03212 +2026-02-13 03:21:49 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pooyan_t0_s2 [train] +total_reward:2515.40 total_reward_ma:2572.88 loss:-13.35 fps:130.5 +frame:1.79e+06 wall_t:13718 t:111875 epi:nan +opt_step:335439 lr:0.0003 alpha:0.03224 +2026-02-13 03:23:05 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pooyan_t0_s2 [train] +total_reward:2551.70 total_reward_ma:2579.38 loss:-13.17 fps:130.5 +frame:1.80e+06 wall_t:13794 t:112500 epi:nan +opt_step:337314 lr:0.0003 alpha:0.03236 +2026-02-13 03:24:22 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pooyan_t0_s2 [train] +total_reward:2583.35 total_reward_ma:2585.61 loss:-12.94 fps:130.5 +frame:1.81e+06 wall_t:13870 t:113125 epi:nan +opt_step:339189 lr:0.0003 alpha:0.03186 +2026-02-13 03:25:38 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pooyan_t0_s2 [train] +total_reward:2560.90 total_reward_ma:2591.62 loss:-13.03 fps:130.5 +frame:1.82e+06 wall_t:13947 t:113750 epi:nan +opt_step:341064 lr:0.0003 alpha:0.0317 +2026-02-13 03:26:54 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pooyan_t0_s2 [train] +total_reward:2601.45 total_reward_ma:2597.31 loss:-13.29 fps:130.5 +frame:1.83e+06 wall_t:14023 t:114375 epi:nan +opt_step:342939 lr:0.0003 alpha:0.03192 +2026-02-13 03:28:11 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pooyan_t0_s2 [train] +total_reward:2623.30 total_reward_ma:2602.99 loss:-13.4 fps:130.5 +frame:1.84e+06 wall_t:14100 t:115000 epi:nan +opt_step:344814 lr:0.0003 alpha:0.03117 +2026-02-13 03:29:27 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pooyan_t0_s2 [train] +total_reward:2628.55 total_reward_ma:2607.93 loss:-13.19 fps:130.5 +frame:1.85e+06 wall_t:14176 t:115625 epi:nan +opt_step:346689 lr:0.0003 alpha:0.03162 +2026-02-13 03:30:43 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pooyan_t0_s2 [train] +total_reward:2630.95 total_reward_ma:2612.63 loss:-12.98 fps:130.5 +frame:1.86e+06 wall_t:14252 t:116250 epi:nan +opt_step:348564 lr:0.0003 alpha:0.03155 +2026-02-13 03:32:00 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pooyan_t0_s2 [train] +total_reward:2637.45 total_reward_ma:2617.17 loss:-13.07 fps:130.5 +frame:1.87e+06 wall_t:14329 t:116875 epi:nan +opt_step:350439 lr:0.0003 alpha:0.03169 +2026-02-13 03:33:16 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pooyan_t0_s2 [train] +total_reward:2647.65 total_reward_ma:2621.41 loss:-12.57 fps:130.5 +frame:1.88e+06 wall_t:14405 t:117500 epi:nan +opt_step:352314 lr:0.0003 alpha:0.03129 +2026-02-13 03:34:33 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pooyan_t0_s2 [train] +total_reward:2648.75 total_reward_ma:2625.09 loss:-12.76 fps:130.5 +frame:1.89e+06 wall_t:14482 t:118125 epi:nan +opt_step:354189 lr:0.0003 alpha:0.0307 +2026-02-13 03:35:49 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pooyan_t0_s2 [train] +total_reward:2660.65 total_reward_ma:2627.93 loss:-13.04 fps:130.5 +frame:1.90e+06 wall_t:14558 t:118750 epi:nan +opt_step:356064 lr:0.0003 alpha:0.03084 +2026-02-13 03:37:05 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pooyan_t0_s2 [train] +total_reward:2648.50 total_reward_ma:2630.22 loss:-12.83 fps:130.5 +frame:1.91e+06 wall_t:14634 t:119375 epi:nan +opt_step:357939 lr:0.0003 alpha:0.03067 +2026-02-13 03:38:21 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pooyan_t0_s2 [train] +total_reward:2646.00 total_reward_ma:2632.07 loss:-12.56 fps:130.5 +frame:1.92e+06 wall_t:14710 t:120000 epi:nan +opt_step:359814 lr:0.0003 alpha:0.03024 +2026-02-13 03:39:37 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pooyan_t0_s2 [train] +total_reward:2616.35 total_reward_ma:2633.45 loss:-12.43 fps:130.5 +frame:1.93e+06 wall_t:14786 t:120625 epi:nan +opt_step:361689 lr:0.0003 alpha:0.03043 +2026-02-13 03:40:54 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pooyan_t0_s2 [train] +total_reward:2635.35 total_reward_ma:2633.73 loss:-12.59 fps:130.5 +frame:1.94e+06 wall_t:14863 t:121250 epi:nan +opt_step:363564 lr:0.0003 alpha:0.02972 +2026-02-13 03:42:10 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pooyan_t0_s2 [train] +total_reward:2593.20 total_reward_ma:2633.35 loss:-12.6 fps:130.5 +frame:1.95e+06 wall_t:14939 t:121875 epi:nan +opt_step:365439 lr:0.0003 alpha:0.0297 +2026-02-13 03:43:27 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pooyan_t0_s2 [train] +total_reward:2563.90 total_reward_ma:2633.04 loss:-12.51 fps:130.5 +frame:1.96e+06 wall_t:15016 t:122500 epi:nan +opt_step:367314 lr:0.0003 alpha:0.02999 +2026-02-13 03:44:43 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pooyan_t0_s2 [train] +total_reward:2684.25 total_reward_ma:2633.56 loss:-12.6 fps:130.5 +frame:1.97e+06 wall_t:15092 t:123125 epi:nan +opt_step:369189 lr:0.0003 alpha:0.02939 +2026-02-13 03:46:00 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pooyan_t0_s2 [train] +total_reward:2659.00 total_reward_ma:2633.81 loss:-12.6 fps:130.5 +frame:1.98e+06 wall_t:15168 t:123750 epi:nan +opt_step:371064 lr:0.0003 alpha:0.02932 +2026-02-13 03:47:17 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pooyan_t0_s2 [train] +total_reward:2601.30 total_reward_ma:2633.75 loss:-12.4 fps:130.5 +frame:1.99e+06 wall_t:15246 t:124375 epi:nan +opt_step:372939 lr:0.0003 alpha:0.02911 +2026-02-13 03:48:31 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_pooyan_t0_s2 [train] +total_reward:2618.65 total_reward_ma:2634.03 loss:-12.7 fps:130.5 +frame:2.00e+06 wall_t:15320 t:125000 epi:nan +opt_step:374814 lr:0.0003 alpha:0.02898 +2026-02-13 03:48:32 | INFO | PID:1305 | slm_lab.lib.logger:info | Session 2 done diff --git a/data/sac_atari_pooyan_2026_02_12_233303/log/sac_atari_pooyan_t0_s3.log b/data/sac_atari_pooyan_2026_02_12_233303/log/sac_atari_pooyan_t0_s3.log new file mode 100644 index 0000000000000000000000000000000000000000..a6b7e76b094794759c5935c5caafe9c8da3be4c5 --- /dev/null +++ b/data/sac_atari_pooyan_2026_02_12_233303/log/sac_atari_pooyan_t0_s3.log @@ -0,0 +1,802 @@ +2026-02-12 23:33:08 | INFO | PID:1306 | slm_lab.env:_make_vector_env | AtariVectorEnv: 16 envs, native preprocessing +2026-02-12 23:35:01 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pooyan_t0_s3 [train] +total_reward:473.33 total_reward_ma:473.33 loss:-12.65 fps:90.91 +frame:1.00e+04 wall_t:110 t:625 epi:nan +opt_step:1689 lr:0.0003 alpha:0.6317 +2026-02-12 23:36:18 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pooyan_t0_s3 [train] +total_reward:457.00 total_reward_ma:465.17 loss:-19 fps:107 +frame:2.00e+04 wall_t:187 t:1250 epi:nan +opt_step:3564 lr:0.0003 alpha:0.4041 +2026-02-12 23:37:35 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pooyan_t0_s3 [train] +total_reward:442.75 total_reward_ma:457.69 loss:-22.25 fps:113.6 +frame:3.00e+04 wall_t:264 t:1875 epi:nan +opt_step:5439 lr:0.0003 alpha:0.2651 +2026-02-12 23:38:54 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pooyan_t0_s3 [train] +total_reward:444.30 total_reward_ma:454.35 loss:-23.17 fps:117 +frame:4.00e+04 wall_t:342 t:2500 epi:nan +opt_step:7314 lr:0.0003 alpha:0.1763 +2026-02-12 23:40:11 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pooyan_t0_s3 [train] +total_reward:457.71 total_reward_ma:455.02 loss:-23.99 fps:119 +frame:5.00e+04 wall_t:420 t:3125 epi:nan +opt_step:9189 lr:0.0003 alpha:0.1188 +2026-02-12 23:41:29 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pooyan_t0_s3 [train] +total_reward:504.50 total_reward_ma:463.27 loss:-23.23 fps:120.7 +frame:6.00e+04 wall_t:497 t:3750 epi:nan +opt_step:11064 lr:0.0003 alpha:0.08082 +2026-02-12 23:42:45 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pooyan_t0_s3 [train] +total_reward:494.45 total_reward_ma:467.72 loss:-22.38 fps:122 +frame:7.00e+04 wall_t:574 t:4375 epi:nan +opt_step:12939 lr:0.0003 alpha:0.05521 +2026-02-12 23:44:02 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pooyan_t0_s3 [train] +total_reward:504.35 total_reward_ma:472.30 loss:-20.55 fps:122.9 +frame:8.00e+04 wall_t:651 t:5000 epi:nan +opt_step:14814 lr:0.0003 alpha:0.03809 +2026-02-12 23:45:19 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pooyan_t0_s3 [train] +total_reward:554.70 total_reward_ma:481.46 loss:-19.11 fps:123.6 +frame:9.00e+04 wall_t:728 t:5625 epi:nan +opt_step:16689 lr:0.0003 alpha:0.02677 +2026-02-12 23:46:36 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pooyan_t0_s3 [train] +total_reward:604.90 total_reward_ma:493.80 loss:-18.93 fps:124.2 +frame:1.00e+05 wall_t:805 t:6250 epi:nan +opt_step:18564 lr:0.0003 alpha:0.02029 +2026-02-12 23:47:53 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pooyan_t0_s3 [train] +total_reward:647.90 total_reward_ma:507.81 loss:-16.83 fps:124.7 +frame:1.10e+05 wall_t:882 t:6875 epi:nan +opt_step:20439 lr:0.0003 alpha:0.01755 +2026-02-12 23:49:10 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pooyan_t0_s3 [train] +total_reward:678.40 total_reward_ma:522.02 loss:-16.52 fps:125.1 +frame:1.20e+05 wall_t:959 t:7500 epi:nan +opt_step:22314 lr:0.0003 alpha:0.0171 +2026-02-12 23:50:26 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pooyan_t0_s3 [train] +total_reward:744.50 total_reward_ma:539.14 loss:-16.48 fps:125.6 +frame:1.30e+05 wall_t:1035 t:8125 epi:nan +opt_step:24189 lr:0.0003 alpha:0.01637 +2026-02-12 23:51:44 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pooyan_t0_s3 [train] +total_reward:813.05 total_reward_ma:558.70 loss:-16.32 fps:125.9 +frame:1.40e+05 wall_t:1112 t:8750 epi:nan +opt_step:26064 lr:0.0003 alpha:0.01806 +2026-02-12 23:53:00 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pooyan_t0_s3 [train] +total_reward:909.60 total_reward_ma:582.10 loss:-16.22 fps:126.2 +frame:1.50e+05 wall_t:1189 t:9375 epi:nan +opt_step:27939 lr:0.0003 alpha:0.01862 +2026-02-12 23:54:17 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pooyan_t0_s3 [train] +total_reward:972.85 total_reward_ma:606.52 loss:-14.83 fps:126.4 +frame:1.60e+05 wall_t:1266 t:10000 epi:nan +opt_step:29814 lr:0.0003 alpha:0.01879 +2026-02-12 23:55:33 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pooyan_t0_s3 [train] +total_reward:1047.95 total_reward_ma:632.49 loss:-15.1 fps:126.7 +frame:1.70e+05 wall_t:1342 t:10625 epi:nan +opt_step:31689 lr:0.0003 alpha:0.0185 +2026-02-12 23:56:50 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pooyan_t0_s3 [train] +total_reward:1086.80 total_reward_ma:657.72 loss:-14.58 fps:126.8 +frame:1.80e+05 wall_t:1419 t:11250 epi:nan +opt_step:33564 lr:0.0003 alpha:0.0186 +2026-02-12 23:58:07 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pooyan_t0_s3 [train] +total_reward:1158.70 total_reward_ma:684.09 loss:-15.03 fps:127.1 +frame:1.90e+05 wall_t:1495 t:11875 epi:nan +opt_step:35439 lr:0.0003 alpha:0.01845 +2026-02-12 23:59:23 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pooyan_t0_s3 [train] +total_reward:1188.25 total_reward_ma:709.30 loss:-14.2 fps:127.2 +frame:2.00e+05 wall_t:1572 t:12500 epi:nan +opt_step:37314 lr:0.0003 alpha:0.01878 +2026-02-13 00:00:40 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pooyan_t0_s3 [train] +total_reward:1213.10 total_reward_ma:733.29 loss:-13.9 fps:127.3 +frame:2.10e+05 wall_t:1649 t:13125 epi:nan +opt_step:39189 lr:0.0003 alpha:0.01929 +2026-02-13 00:01:58 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pooyan_t0_s3 [train] +total_reward:1258.10 total_reward_ma:757.15 loss:-13.22 fps:127.5 +frame:2.20e+05 wall_t:1726 t:13750 epi:nan +opt_step:41064 lr:0.0003 alpha:0.01964 +2026-02-13 00:03:14 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pooyan_t0_s3 [train] +total_reward:1310.90 total_reward_ma:781.22 loss:-14.16 fps:127.6 +frame:2.30e+05 wall_t:1803 t:14375 epi:nan +opt_step:42939 lr:0.0003 alpha:0.02026 +2026-02-13 00:04:31 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pooyan_t0_s3 [train] +total_reward:1354.75 total_reward_ma:805.12 loss:-13.3 fps:127.7 +frame:2.40e+05 wall_t:1879 t:15000 epi:nan +opt_step:44814 lr:0.0003 alpha:0.02096 +2026-02-13 00:05:47 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pooyan_t0_s3 [train] +total_reward:1391.20 total_reward_ma:828.56 loss:-13.14 fps:127.8 +frame:2.50e+05 wall_t:1956 t:15625 epi:nan +opt_step:46689 lr:0.0003 alpha:0.0204 +2026-02-13 00:07:03 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pooyan_t0_s3 [train] +total_reward:1453.40 total_reward_ma:852.59 loss:-12.58 fps:128 +frame:2.60e+05 wall_t:2032 t:16250 epi:nan +opt_step:48564 lr:0.0003 alpha:0.0212 +2026-02-13 00:08:20 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pooyan_t0_s3 [train] +total_reward:1477.75 total_reward_ma:875.75 loss:-12.5 fps:128 +frame:2.70e+05 wall_t:2109 t:16875 epi:nan +opt_step:50439 lr:0.0003 alpha:0.02134 +2026-02-13 00:09:37 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pooyan_t0_s3 [train] +total_reward:1492.80 total_reward_ma:897.79 loss:-12.16 fps:128.1 +frame:2.80e+05 wall_t:2186 t:17500 epi:nan +opt_step:52314 lr:0.0003 alpha:0.02139 +2026-02-13 00:10:53 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pooyan_t0_s3 [train] +total_reward:1591.10 total_reward_ma:921.69 loss:-12.39 fps:128.2 +frame:2.90e+05 wall_t:2262 t:18125 epi:nan +opt_step:54189 lr:0.0003 alpha:0.02142 +2026-02-13 00:12:09 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pooyan_t0_s3 [train] +total_reward:1665.80 total_reward_ma:946.50 loss:-11.97 fps:128.3 +frame:3.00e+05 wall_t:2338 t:18750 epi:nan +opt_step:56064 lr:0.0003 alpha:0.02226 +2026-02-13 00:13:25 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pooyan_t0_s3 [train] +total_reward:1824.55 total_reward_ma:974.82 loss:-11.38 fps:128.4 +frame:3.10e+05 wall_t:2414 t:19375 epi:nan +opt_step:57939 lr:0.0003 alpha:0.02043 +2026-02-13 00:14:42 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pooyan_t0_s3 [train] +total_reward:1836.30 total_reward_ma:1001.74 loss:-11.05 fps:128.5 +frame:3.20e+05 wall_t:2491 t:20000 epi:nan +opt_step:59814 lr:0.0003 alpha:0.02073 +2026-02-13 00:15:59 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pooyan_t0_s3 [train] +total_reward:1865.05 total_reward_ma:1027.90 loss:-11.39 fps:128.5 +frame:3.30e+05 wall_t:2568 t:20625 epi:nan +opt_step:61689 lr:0.0003 alpha:0.02115 +2026-02-13 00:17:16 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pooyan_t0_s3 [train] +total_reward:2004.35 total_reward_ma:1056.62 loss:-10.91 fps:128.5 +frame:3.40e+05 wall_t:2645 t:21250 epi:nan +opt_step:63564 lr:0.0003 alpha:0.02073 +2026-02-13 00:18:33 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pooyan_t0_s3 [train] +total_reward:2082.35 total_reward_ma:1085.93 loss:-10.5 fps:128.6 +frame:3.50e+05 wall_t:2721 t:21875 epi:nan +opt_step:65439 lr:0.0003 alpha:0.02129 +2026-02-13 00:19:49 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pooyan_t0_s3 [train] +total_reward:2130.00 total_reward_ma:1114.93 loss:-10.37 fps:128.7 +frame:3.60e+05 wall_t:2798 t:22500 epi:nan +opt_step:67314 lr:0.0003 alpha:0.02156 +2026-02-13 00:21:05 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pooyan_t0_s3 [train] +total_reward:2183.20 total_reward_ma:1143.80 loss:-10.13 fps:128.7 +frame:3.70e+05 wall_t:2874 t:23125 epi:nan +opt_step:69189 lr:0.0003 alpha:0.02198 +2026-02-13 00:22:21 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pooyan_t0_s3 [train] +total_reward:2366.65 total_reward_ma:1175.98 loss:-10.77 fps:128.8 +frame:3.80e+05 wall_t:2950 t:23750 epi:nan +opt_step:71064 lr:0.0003 alpha:0.02252 +2026-02-13 00:23:37 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pooyan_t0_s3 [train] +total_reward:2481.85 total_reward_ma:1209.47 loss:-10.66 fps:128.9 +frame:3.90e+05 wall_t:3026 t:24375 epi:nan +opt_step:72939 lr:0.0003 alpha:0.02245 +2026-02-13 00:24:54 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pooyan_t0_s3 [train] +total_reward:2614.15 total_reward_ma:1244.58 loss:-10.16 fps:128.9 +frame:4.00e+05 wall_t:3103 t:25000 epi:nan +opt_step:74814 lr:0.0003 alpha:0.02277 +2026-02-13 00:26:10 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pooyan_t0_s3 [train] +total_reward:2675.50 total_reward_ma:1279.48 loss:-10.41 fps:129 +frame:4.10e+05 wall_t:3179 t:25625 epi:nan +opt_step:76689 lr:0.0003 alpha:0.02259 +2026-02-13 00:27:26 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pooyan_t0_s3 [train] +total_reward:2946.35 total_reward_ma:1319.17 loss:-10.52 fps:129 +frame:4.20e+05 wall_t:3255 t:26250 epi:nan +opt_step:78564 lr:0.0003 alpha:0.02391 +2026-02-13 00:28:43 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pooyan_t0_s3 [train] +total_reward:3009.40 total_reward_ma:1358.48 loss:-10.1 fps:129.1 +frame:4.30e+05 wall_t:3331 t:26875 epi:nan +opt_step:80439 lr:0.0003 alpha:0.02369 +2026-02-13 00:29:59 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pooyan_t0_s3 [train] +total_reward:3060.70 total_reward_ma:1397.17 loss:-10.28 fps:129.1 +frame:4.40e+05 wall_t:3408 t:27500 epi:nan +opt_step:82314 lr:0.0003 alpha:0.02399 +2026-02-13 00:31:16 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pooyan_t0_s3 [train] +total_reward:3164.25 total_reward_ma:1436.43 loss:-10.36 fps:129.2 +frame:4.50e+05 wall_t:3484 t:28125 epi:nan +opt_step:84189 lr:0.0003 alpha:0.02396 +2026-02-13 00:32:32 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pooyan_t0_s3 [train] +total_reward:3326.70 total_reward_ma:1477.53 loss:-10.65 fps:129.2 +frame:4.60e+05 wall_t:3561 t:28750 epi:nan +opt_step:86064 lr:0.0003 alpha:0.02496 +2026-02-13 00:33:49 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pooyan_t0_s3 [train] +total_reward:3553.65 total_reward_ma:1521.70 loss:-10.16 fps:129.2 +frame:4.70e+05 wall_t:3638 t:29375 epi:nan +opt_step:87939 lr:0.0003 alpha:0.02501 +2026-02-13 00:35:05 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pooyan_t0_s3 [train] +total_reward:3594.15 total_reward_ma:1564.88 loss:-11.12 fps:129.2 +frame:4.80e+05 wall_t:3714 t:30000 epi:nan +opt_step:89814 lr:0.0003 alpha:0.02481 +2026-02-13 00:36:22 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pooyan_t0_s3 [train] +total_reward:3697.70 total_reward_ma:1608.40 loss:-11.02 fps:129.3 +frame:4.90e+05 wall_t:3791 t:30625 epi:nan +opt_step:91689 lr:0.0003 alpha:0.02528 +2026-02-13 00:37:38 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pooyan_t0_s3 [train] +total_reward:3790.10 total_reward_ma:1652.04 loss:-10.52 fps:129.3 +frame:5.00e+05 wall_t:3867 t:31250 epi:nan +opt_step:93564 lr:0.0003 alpha:0.02604 +2026-02-13 00:38:54 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pooyan_t0_s3 [train] +total_reward:3829.15 total_reward_ma:1694.73 loss:-11.01 fps:129.3 +frame:5.10e+05 wall_t:3943 t:31875 epi:nan +opt_step:95439 lr:0.0003 alpha:0.02664 +2026-02-13 00:40:11 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pooyan_t0_s3 [train] +total_reward:3802.85 total_reward_ma:1735.27 loss:-11.59 fps:129.4 +frame:5.20e+05 wall_t:4020 t:32500 epi:nan +opt_step:97314 lr:0.0003 alpha:0.02716 +2026-02-13 00:41:28 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pooyan_t0_s3 [train] +total_reward:3689.05 total_reward_ma:1772.13 loss:-11.47 fps:129.4 +frame:5.30e+05 wall_t:4097 t:33125 epi:nan +opt_step:99189 lr:0.0003 alpha:0.02794 +2026-02-13 00:42:45 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pooyan_t0_s3 [train] +total_reward:3530.65 total_reward_ma:1804.70 loss:-11.44 fps:129.4 +frame:5.40e+05 wall_t:4174 t:33750 epi:nan +opt_step:101064 lr:0.0003 alpha:0.02888 +2026-02-13 00:44:01 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pooyan_t0_s3 [train] +total_reward:3269.95 total_reward_ma:1831.34 loss:-11.71 fps:129.4 +frame:5.50e+05 wall_t:4250 t:34375 epi:nan +opt_step:102939 lr:0.0003 alpha:0.03021 +2026-02-13 00:45:18 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pooyan_t0_s3 [train] +total_reward:2905.65 total_reward_ma:1850.52 loss:-11.71 fps:129.4 +frame:5.60e+05 wall_t:4327 t:35000 epi:nan +opt_step:104814 lr:0.0003 alpha:0.03153 +2026-02-13 00:46:34 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pooyan_t0_s3 [train] +total_reward:2664.15 total_reward_ma:1864.79 loss:-12.29 fps:129.5 +frame:5.70e+05 wall_t:4403 t:35625 epi:nan +opt_step:106689 lr:0.0003 alpha:0.03253 +2026-02-13 00:47:50 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pooyan_t0_s3 [train] +total_reward:2379.50 total_reward_ma:1873.67 loss:-12.19 fps:129.5 +frame:5.80e+05 wall_t:4479 t:36250 epi:nan +opt_step:108564 lr:0.0003 alpha:0.03294 +2026-02-13 00:49:07 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pooyan_t0_s3 [train] +total_reward:2139.60 total_reward_ma:1878.18 loss:-12.1 fps:129.5 +frame:5.90e+05 wall_t:4555 t:36875 epi:nan +opt_step:110439 lr:0.0003 alpha:0.03374 +2026-02-13 00:50:23 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pooyan_t0_s3 [train] +total_reward:2002.00 total_reward_ma:1880.24 loss:-12.34 fps:129.5 +frame:6.00e+05 wall_t:4632 t:37500 epi:nan +opt_step:112314 lr:0.0003 alpha:0.0347 +2026-02-13 00:51:40 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pooyan_t0_s3 [train] +total_reward:1853.80 total_reward_ma:1879.81 loss:-13.01 fps:129.6 +frame:6.10e+05 wall_t:4708 t:38125 epi:nan +opt_step:114189 lr:0.0003 alpha:0.03521 +2026-02-13 00:52:56 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pooyan_t0_s3 [train] +total_reward:1750.65 total_reward_ma:1877.72 loss:-12.29 fps:129.6 +frame:6.20e+05 wall_t:4785 t:38750 epi:nan +opt_step:116064 lr:0.0003 alpha:0.03527 +2026-02-13 00:54:13 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pooyan_t0_s3 [train] +total_reward:1682.80 total_reward_ma:1874.63 loss:-13.48 fps:129.6 +frame:6.30e+05 wall_t:4861 t:39375 epi:nan +opt_step:117939 lr:0.0003 alpha:0.03535 +2026-02-13 00:55:29 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pooyan_t0_s3 [train] +total_reward:1670.85 total_reward_ma:1871.45 loss:-13.06 fps:129.6 +frame:6.40e+05 wall_t:4937 t:40000 epi:nan +opt_step:119814 lr:0.0003 alpha:0.03585 +2026-02-13 00:56:45 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pooyan_t0_s3 [train] +total_reward:1673.50 total_reward_ma:1868.40 loss:-13.09 fps:129.6 +frame:6.50e+05 wall_t:5014 t:40625 epi:nan +opt_step:121689 lr:0.0003 alpha:0.03718 +2026-02-13 00:58:01 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pooyan_t0_s3 [train] +total_reward:1698.75 total_reward_ma:1865.83 loss:-13.3 fps:129.7 +frame:6.60e+05 wall_t:5090 t:41250 epi:nan +opt_step:123564 lr:0.0003 alpha:0.03712 +2026-02-13 00:59:18 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pooyan_t0_s3 [train] +total_reward:1741.20 total_reward_ma:1863.97 loss:-13.49 fps:129.7 +frame:6.70e+05 wall_t:5166 t:41875 epi:nan +opt_step:125439 lr:0.0003 alpha:0.03796 +2026-02-13 01:00:33 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pooyan_t0_s3 [train] +total_reward:1766.75 total_reward_ma:1862.54 loss:-13.73 fps:129.7 +frame:6.80e+05 wall_t:5242 t:42500 epi:nan +opt_step:127314 lr:0.0003 alpha:0.03905 +2026-02-13 01:01:49 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pooyan_t0_s3 [train] +total_reward:1871.85 total_reward_ma:1862.67 loss:-13.69 fps:129.7 +frame:6.90e+05 wall_t:5318 t:43125 epi:nan +opt_step:129189 lr:0.0003 alpha:0.03888 +2026-02-13 01:03:06 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pooyan_t0_s3 [train] +total_reward:1911.15 total_reward_ma:1863.37 loss:-13.94 fps:129.7 +frame:7.00e+05 wall_t:5395 t:43750 epi:nan +opt_step:131064 lr:0.0003 alpha:0.03956 +2026-02-13 01:04:22 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pooyan_t0_s3 [train] +total_reward:1989.40 total_reward_ma:1865.14 loss:-14.6 fps:129.8 +frame:7.10e+05 wall_t:5471 t:44375 epi:nan +opt_step:132939 lr:0.0003 alpha:0.03976 +2026-02-13 01:05:38 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pooyan_t0_s3 [train] +total_reward:2059.30 total_reward_ma:1867.84 loss:-14.09 fps:129.8 +frame:7.20e+05 wall_t:5547 t:45000 epi:nan +opt_step:134814 lr:0.0003 alpha:0.04053 +2026-02-13 01:06:54 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pooyan_t0_s3 [train] +total_reward:2092.55 total_reward_ma:1870.92 loss:-14 fps:129.8 +frame:7.30e+05 wall_t:5623 t:45625 epi:nan +opt_step:136689 lr:0.0003 alpha:0.04106 +2026-02-13 01:08:10 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pooyan_t0_s3 [train] +total_reward:2137.20 total_reward_ma:1874.52 loss:-14.43 fps:129.8 +frame:7.40e+05 wall_t:5699 t:46250 epi:nan +opt_step:138564 lr:0.0003 alpha:0.04119 +2026-02-13 01:09:26 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pooyan_t0_s3 [train] +total_reward:2139.05 total_reward_ma:1878.04 loss:-14.49 fps:129.9 +frame:7.50e+05 wall_t:5775 t:46875 epi:nan +opt_step:140439 lr:0.0003 alpha:0.04112 +2026-02-13 01:10:43 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pooyan_t0_s3 [train] +total_reward:2232.65 total_reward_ma:1882.71 loss:-15.04 fps:129.9 +frame:7.60e+05 wall_t:5852 t:47500 epi:nan +opt_step:142314 lr:0.0003 alpha:0.04132 +2026-02-13 01:12:00 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pooyan_t0_s3 [train] +total_reward:2295.10 total_reward_ma:1888.06 loss:-15.1 fps:129.9 +frame:7.70e+05 wall_t:5928 t:48125 epi:nan +opt_step:144189 lr:0.0003 alpha:0.04087 +2026-02-13 01:13:15 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pooyan_t0_s3 [train] +total_reward:2332.40 total_reward_ma:1893.76 loss:-15.39 fps:129.9 +frame:7.80e+05 wall_t:6004 t:48750 epi:nan +opt_step:146064 lr:0.0003 alpha:0.04128 +2026-02-13 01:14:31 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pooyan_t0_s3 [train] +total_reward:2356.45 total_reward_ma:1899.62 loss:-15.17 fps:129.9 +frame:7.90e+05 wall_t:6080 t:49375 epi:nan +opt_step:147939 lr:0.0003 alpha:0.04133 +2026-02-13 01:15:48 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pooyan_t0_s3 [train] +total_reward:2347.30 total_reward_ma:1905.21 loss:-14.94 fps:129.9 +frame:8.00e+05 wall_t:6157 t:50000 epi:nan +opt_step:149814 lr:0.0003 alpha:0.04121 +2026-02-13 01:17:04 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pooyan_t0_s3 [train] +total_reward:2416.20 total_reward_ma:1911.52 loss:-15 fps:130 +frame:8.10e+05 wall_t:6233 t:50625 epi:nan +opt_step:151689 lr:0.0003 alpha:0.0419 +2026-02-13 01:18:20 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pooyan_t0_s3 [train] +total_reward:2451.05 total_reward_ma:1918.10 loss:-15.71 fps:130 +frame:8.20e+05 wall_t:6309 t:51250 epi:nan +opt_step:153564 lr:0.0003 alpha:0.04288 +2026-02-13 01:19:36 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pooyan_t0_s3 [train] +total_reward:2475.85 total_reward_ma:1924.82 loss:-15.55 fps:130 +frame:8.30e+05 wall_t:6385 t:51875 epi:nan +opt_step:155439 lr:0.0003 alpha:0.04225 +2026-02-13 01:20:52 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pooyan_t0_s3 [train] +total_reward:2454.05 total_reward_ma:1931.12 loss:-15.42 fps:130 +frame:8.40e+05 wall_t:6461 t:52500 epi:nan +opt_step:157314 lr:0.0003 alpha:0.04204 +2026-02-13 01:22:08 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pooyan_t0_s3 [train] +total_reward:2490.65 total_reward_ma:1937.70 loss:-15.47 fps:130 +frame:8.50e+05 wall_t:6537 t:53125 epi:nan +opt_step:159189 lr:0.0003 alpha:0.04167 +2026-02-13 01:23:25 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pooyan_t0_s3 [train] +total_reward:2454.45 total_reward_ma:1943.71 loss:-15.52 fps:130 +frame:8.60e+05 wall_t:6614 t:53750 epi:nan +opt_step:161064 lr:0.0003 alpha:0.04178 +2026-02-13 01:24:41 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pooyan_t0_s3 [train] +total_reward:2431.10 total_reward_ma:1949.32 loss:-15.99 fps:130 +frame:8.70e+05 wall_t:6690 t:54375 epi:nan +opt_step:162939 lr:0.0003 alpha:0.04228 +2026-02-13 01:25:57 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pooyan_t0_s3 [train] +total_reward:2416.20 total_reward_ma:1954.62 loss:-15.73 fps:130.1 +frame:8.80e+05 wall_t:6766 t:55000 epi:nan +opt_step:164814 lr:0.0003 alpha:0.04117 +2026-02-13 01:27:13 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pooyan_t0_s3 [train] +total_reward:2422.50 total_reward_ma:1959.88 loss:-15.62 fps:130.1 +frame:8.90e+05 wall_t:6842 t:55625 epi:nan +opt_step:166689 lr:0.0003 alpha:0.04175 +2026-02-13 01:28:29 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pooyan_t0_s3 [train] +total_reward:2438.20 total_reward_ma:1965.19 loss:-15.85 fps:130.1 +frame:9.00e+05 wall_t:6918 t:56250 epi:nan +opt_step:168564 lr:0.0003 alpha:0.04183 +2026-02-13 01:29:45 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pooyan_t0_s3 [train] +total_reward:2477.00 total_reward_ma:1970.82 loss:-15.98 fps:130.1 +frame:9.10e+05 wall_t:6994 t:56875 epi:nan +opt_step:170439 lr:0.0003 alpha:0.04133 +2026-02-13 01:31:01 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pooyan_t0_s3 [train] +total_reward:2516.65 total_reward_ma:1976.75 loss:-15.84 fps:130.1 +frame:9.20e+05 wall_t:7070 t:57500 epi:nan +opt_step:172314 lr:0.0003 alpha:0.04147 +2026-02-13 01:32:18 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pooyan_t0_s3 [train] +total_reward:2582.55 total_reward_ma:1983.26 loss:-15.76 fps:130.1 +frame:9.30e+05 wall_t:7147 t:58125 epi:nan +opt_step:174189 lr:0.0003 alpha:0.04162 +2026-02-13 01:33:34 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pooyan_t0_s3 [train] +total_reward:2602.10 total_reward_ma:1989.85 loss:-16.03 fps:130.1 +frame:9.40e+05 wall_t:7223 t:58750 epi:nan +opt_step:176064 lr:0.0003 alpha:0.0406 +2026-02-13 01:34:50 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pooyan_t0_s3 [train] +total_reward:2540.35 total_reward_ma:1995.64 loss:-16.16 fps:130.2 +frame:9.50e+05 wall_t:7299 t:59375 epi:nan +opt_step:177939 lr:0.0003 alpha:0.04161 +2026-02-13 01:36:06 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pooyan_t0_s3 [train] +total_reward:2545.40 total_reward_ma:2001.37 loss:-15.73 fps:130.2 +frame:9.60e+05 wall_t:7375 t:60000 epi:nan +opt_step:179814 lr:0.0003 alpha:0.04167 +2026-02-13 01:37:23 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pooyan_t0_s3 [train] +total_reward:2579.70 total_reward_ma:2007.33 loss:-16.24 fps:130.2 +frame:9.70e+05 wall_t:7451 t:60625 epi:nan +opt_step:181689 lr:0.0003 alpha:0.04073 +2026-02-13 01:38:39 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pooyan_t0_s3 [train] +total_reward:2636.05 total_reward_ma:2013.75 loss:-16.15 fps:130.2 +frame:9.80e+05 wall_t:7528 t:61250 epi:nan +opt_step:183564 lr:0.0003 alpha:0.04186 +2026-02-13 01:39:55 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pooyan_t0_s3 [train] +total_reward:2681.55 total_reward_ma:2020.49 loss:-16.14 fps:130.2 +frame:9.90e+05 wall_t:7604 t:61875 epi:nan +opt_step:185439 lr:0.0003 alpha:0.0414 +2026-02-13 01:41:12 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pooyan_t0_s3 [train] +total_reward:2677.20 total_reward_ma:2027.06 loss:-15.84 fps:130.2 +frame:1.00e+06 wall_t:7680 t:62500 epi:nan +opt_step:187314 lr:0.0003 alpha:0.04154 +2026-02-13 01:42:28 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pooyan_t0_s3 [train] +total_reward:2697.45 total_reward_ma:2049.30 loss:-15.97 fps:130.2 +frame:1.01e+06 wall_t:7757 t:63125 epi:nan +opt_step:189189 lr:0.0003 alpha:0.0414 +2026-02-13 01:43:45 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pooyan_t0_s3 [train] +total_reward:2709.60 total_reward_ma:2071.83 loss:-16.17 fps:130.2 +frame:1.02e+06 wall_t:7834 t:63750 epi:nan +opt_step:191064 lr:0.0003 alpha:0.0408 +2026-02-13 01:45:01 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pooyan_t0_s3 [train] +total_reward:2725.30 total_reward_ma:2094.65 loss:-16.45 fps:130.2 +frame:1.03e+06 wall_t:7910 t:64375 epi:nan +opt_step:192939 lr:0.0003 alpha:0.04086 +2026-02-13 01:46:17 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pooyan_t0_s3 [train] +total_reward:2715.50 total_reward_ma:2117.36 loss:-16.51 fps:130.2 +frame:1.04e+06 wall_t:7986 t:65000 epi:nan +opt_step:194814 lr:0.0003 alpha:0.04163 +2026-02-13 01:47:33 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pooyan_t0_s3 [train] +total_reward:2714.10 total_reward_ma:2139.93 loss:-16.3 fps:130.2 +frame:1.05e+06 wall_t:8062 t:65625 epi:nan +opt_step:196689 lr:0.0003 alpha:0.04142 +2026-02-13 01:48:49 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pooyan_t0_s3 [train] +total_reward:2743.35 total_reward_ma:2162.32 loss:-16.17 fps:130.3 +frame:1.06e+06 wall_t:8138 t:66250 epi:nan +opt_step:198564 lr:0.0003 alpha:0.04083 +2026-02-13 01:50:06 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pooyan_t0_s3 [train] +total_reward:2752.55 total_reward_ma:2184.90 loss:-16.58 fps:130.2 +frame:1.07e+06 wall_t:8215 t:66875 epi:nan +opt_step:200439 lr:0.0003 alpha:0.0403 +2026-02-13 01:51:23 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pooyan_t0_s3 [train] +total_reward:2750.05 total_reward_ma:2207.35 loss:-16.55 fps:130.3 +frame:1.08e+06 wall_t:8291 t:67500 epi:nan +opt_step:202314 lr:0.0003 alpha:0.04023 +2026-02-13 01:52:39 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pooyan_t0_s3 [train] +total_reward:2799.25 total_reward_ma:2229.80 loss:-16.45 fps:130.3 +frame:1.09e+06 wall_t:8368 t:68125 epi:nan +opt_step:204189 lr:0.0003 alpha:0.03975 +2026-02-13 01:53:55 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pooyan_t0_s3 [train] +total_reward:2787.30 total_reward_ma:2251.62 loss:-16.35 fps:130.3 +frame:1.10e+06 wall_t:8444 t:68750 epi:nan +opt_step:206064 lr:0.0003 alpha:0.04029 +2026-02-13 01:55:12 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pooyan_t0_s3 [train] +total_reward:2811.80 total_reward_ma:2273.26 loss:-16.29 fps:130.3 +frame:1.11e+06 wall_t:8521 t:69375 epi:nan +opt_step:207939 lr:0.0003 alpha:0.04076 +2026-02-13 01:56:28 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pooyan_t0_s3 [train] +total_reward:2766.00 total_reward_ma:2294.14 loss:-16.39 fps:130.3 +frame:1.12e+06 wall_t:8597 t:70000 epi:nan +opt_step:209814 lr:0.0003 alpha:0.04004 +2026-02-13 01:57:43 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pooyan_t0_s3 [train] +total_reward:2713.70 total_reward_ma:2313.83 loss:-16.01 fps:130.3 +frame:1.13e+06 wall_t:8672 t:70625 epi:nan +opt_step:211689 lr:0.0003 alpha:0.03945 +2026-02-13 01:59:00 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pooyan_t0_s3 [train] +total_reward:2722.25 total_reward_ma:2332.92 loss:-15.85 fps:130.3 +frame:1.14e+06 wall_t:8749 t:71250 epi:nan +opt_step:213564 lr:0.0003 alpha:0.03969 +2026-02-13 02:00:16 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pooyan_t0_s3 [train] +total_reward:2720.30 total_reward_ma:2351.03 loss:-16.17 fps:130.3 +frame:1.15e+06 wall_t:8825 t:71875 epi:nan +opt_step:215439 lr:0.0003 alpha:0.0395 +2026-02-13 02:01:33 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pooyan_t0_s3 [train] +total_reward:2741.70 total_reward_ma:2368.72 loss:-16.39 fps:130.3 +frame:1.16e+06 wall_t:8902 t:72500 epi:nan +opt_step:217314 lr:0.0003 alpha:0.04027 +2026-02-13 02:02:49 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pooyan_t0_s3 [train] +total_reward:2694.55 total_reward_ma:2385.18 loss:-16.06 fps:130.3 +frame:1.17e+06 wall_t:8978 t:73125 epi:nan +opt_step:219189 lr:0.0003 alpha:0.03951 +2026-02-13 02:04:06 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pooyan_t0_s3 [train] +total_reward:2715.35 total_reward_ma:2401.47 loss:-15.81 fps:130.3 +frame:1.18e+06 wall_t:9054 t:73750 epi:nan +opt_step:221064 lr:0.0003 alpha:0.04034 +2026-02-13 02:05:22 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pooyan_t0_s3 [train] +total_reward:2743.70 total_reward_ma:2417.32 loss:-15.71 fps:130.3 +frame:1.19e+06 wall_t:9131 t:74375 epi:nan +opt_step:222939 lr:0.0003 alpha:0.03941 +2026-02-13 02:06:39 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pooyan_t0_s3 [train] +total_reward:2749.85 total_reward_ma:2432.94 loss:-15.54 fps:130.3 +frame:1.20e+06 wall_t:9207 t:75000 epi:nan +opt_step:224814 lr:0.0003 alpha:0.03941 +2026-02-13 02:07:55 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pooyan_t0_s3 [train] +total_reward:2717.95 total_reward_ma:2447.98 loss:-15.61 fps:130.3 +frame:1.21e+06 wall_t:9284 t:75625 epi:nan +opt_step:226689 lr:0.0003 alpha:0.03913 +2026-02-13 02:09:11 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pooyan_t0_s3 [train] +total_reward:2711.80 total_reward_ma:2462.52 loss:-15.92 fps:130.3 +frame:1.22e+06 wall_t:9360 t:76250 epi:nan +opt_step:228564 lr:0.0003 alpha:0.0398 +2026-02-13 02:10:28 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pooyan_t0_s3 [train] +total_reward:2750.60 total_reward_ma:2476.92 loss:-15.76 fps:130.3 +frame:1.23e+06 wall_t:9437 t:76875 epi:nan +opt_step:230439 lr:0.0003 alpha:0.03852 +2026-02-13 02:11:44 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pooyan_t0_s3 [train] +total_reward:2763.95 total_reward_ma:2491.01 loss:-15.84 fps:130.3 +frame:1.24e+06 wall_t:9513 t:77500 epi:nan +opt_step:232314 lr:0.0003 alpha:0.03835 +2026-02-13 02:13:00 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pooyan_t0_s3 [train] +total_reward:2793.80 total_reward_ma:2505.04 loss:-15.2 fps:130.4 +frame:1.25e+06 wall_t:9588 t:78125 epi:nan +opt_step:234189 lr:0.0003 alpha:0.03847 +2026-02-13 02:14:16 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pooyan_t0_s3 [train] +total_reward:2808.85 total_reward_ma:2518.59 loss:-15.6 fps:130.4 +frame:1.26e+06 wall_t:9665 t:78750 epi:nan +opt_step:236064 lr:0.0003 alpha:0.03787 +2026-02-13 02:15:32 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pooyan_t0_s3 [train] +total_reward:2809.25 total_reward_ma:2531.91 loss:-14.96 fps:130.4 +frame:1.27e+06 wall_t:9741 t:79375 epi:nan +opt_step:237939 lr:0.0003 alpha:0.03751 +2026-02-13 02:16:48 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pooyan_t0_s3 [train] +total_reward:2870.65 total_reward_ma:2545.68 loss:-15.78 fps:130.4 +frame:1.28e+06 wall_t:9817 t:80000 epi:nan +opt_step:239814 lr:0.0003 alpha:0.03732 +2026-02-13 02:18:05 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pooyan_t0_s3 [train] +total_reward:2873.40 total_reward_ma:2558.51 loss:-15.08 fps:130.4 +frame:1.29e+06 wall_t:9893 t:80625 epi:nan +opt_step:241689 lr:0.0003 alpha:0.03728 +2026-02-13 02:19:21 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pooyan_t0_s3 [train] +total_reward:2845.60 total_reward_ma:2570.30 loss:-15.52 fps:130.4 +frame:1.30e+06 wall_t:9970 t:81250 epi:nan +opt_step:243564 lr:0.0003 alpha:0.03724 +2026-02-13 02:20:37 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pooyan_t0_s3 [train] +total_reward:2831.55 total_reward_ma:2580.38 loss:-15.24 fps:130.4 +frame:1.31e+06 wall_t:10045 t:81875 epi:nan +opt_step:245439 lr:0.0003 alpha:0.0377 +2026-02-13 02:21:53 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pooyan_t0_s3 [train] +total_reward:2850.75 total_reward_ma:2590.52 loss:-15.26 fps:130.4 +frame:1.32e+06 wall_t:10122 t:82500 epi:nan +opt_step:247314 lr:0.0003 alpha:0.03688 +2026-02-13 02:23:09 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pooyan_t0_s3 [train] +total_reward:2861.25 total_reward_ma:2600.48 loss:-15.13 fps:130.4 +frame:1.33e+06 wall_t:10198 t:83125 epi:nan +opt_step:249189 lr:0.0003 alpha:0.03662 +2026-02-13 02:24:25 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pooyan_t0_s3 [train] +total_reward:2903.75 total_reward_ma:2609.48 loss:-14.36 fps:130.4 +frame:1.34e+06 wall_t:10274 t:83750 epi:nan +opt_step:251064 lr:0.0003 alpha:0.03671 +2026-02-13 02:25:41 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pooyan_t0_s3 [train] +total_reward:2894.15 total_reward_ma:2617.59 loss:-15.16 fps:130.4 +frame:1.35e+06 wall_t:10350 t:84375 epi:nan +opt_step:252939 lr:0.0003 alpha:0.03628 +2026-02-13 02:26:58 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pooyan_t0_s3 [train] +total_reward:2922.40 total_reward_ma:2625.52 loss:-15.39 fps:130.4 +frame:1.36e+06 wall_t:10427 t:85000 epi:nan +opt_step:254814 lr:0.0003 alpha:0.03605 +2026-02-13 02:28:14 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pooyan_t0_s3 [train] +total_reward:2888.80 total_reward_ma:2632.57 loss:-14.97 fps:130.4 +frame:1.37e+06 wall_t:10503 t:85625 epi:nan +opt_step:256689 lr:0.0003 alpha:0.03609 +2026-02-13 02:29:31 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pooyan_t0_s3 [train] +total_reward:2892.70 total_reward_ma:2637.83 loss:-15.2 fps:130.4 +frame:1.38e+06 wall_t:10580 t:86250 epi:nan +opt_step:258564 lr:0.0003 alpha:0.03573 +2026-02-13 02:30:47 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pooyan_t0_s3 [train] +total_reward:2897.30 total_reward_ma:2641.99 loss:-15.14 fps:130.4 +frame:1.39e+06 wall_t:10656 t:86875 epi:nan +opt_step:260439 lr:0.0003 alpha:0.03658 +2026-02-13 02:32:04 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pooyan_t0_s3 [train] +total_reward:2899.30 total_reward_ma:2644.84 loss:-14.99 fps:130.4 +frame:1.40e+06 wall_t:10733 t:87500 epi:nan +opt_step:262314 lr:0.0003 alpha:0.0355 +2026-02-13 02:33:20 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pooyan_t0_s3 [train] +total_reward:2929.95 total_reward_ma:2647.38 loss:-14.79 fps:130.4 +frame:1.41e+06 wall_t:10809 t:88125 epi:nan +opt_step:264189 lr:0.0003 alpha:0.03495 +2026-02-13 02:34:36 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pooyan_t0_s3 [train] +total_reward:2955.50 total_reward_ma:2647.48 loss:-14.76 fps:130.5 +frame:1.42e+06 wall_t:10884 t:88750 epi:nan +opt_step:266064 lr:0.0003 alpha:0.03563 +2026-02-13 02:35:52 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pooyan_t0_s3 [train] +total_reward:3021.15 total_reward_ma:2647.59 loss:-14.9 fps:130.5 +frame:1.43e+06 wall_t:10961 t:89375 epi:nan +opt_step:267939 lr:0.0003 alpha:0.03549 +2026-02-13 02:37:08 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pooyan_t0_s3 [train] +total_reward:3021.60 total_reward_ma:2647.20 loss:-14.76 fps:130.5 +frame:1.44e+06 wall_t:11037 t:90000 epi:nan +opt_step:269814 lr:0.0003 alpha:0.03565 +2026-02-13 02:38:24 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pooyan_t0_s3 [train] +total_reward:2963.20 total_reward_ma:2645.19 loss:-14.56 fps:130.5 +frame:1.45e+06 wall_t:11113 t:90625 epi:nan +opt_step:271689 lr:0.0003 alpha:0.03506 +2026-02-13 02:39:41 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pooyan_t0_s3 [train] +total_reward:2928.30 total_reward_ma:2641.21 loss:-15.07 fps:130.5 +frame:1.46e+06 wall_t:11190 t:91250 epi:nan +opt_step:273564 lr:0.0003 alpha:0.03544 +2026-02-13 02:40:58 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pooyan_t0_s3 [train] +total_reward:2975.75 total_reward_ma:2635.43 loss:-14.61 fps:130.5 +frame:1.47e+06 wall_t:11266 t:91875 epi:nan +opt_step:275439 lr:0.0003 alpha:0.03537 +2026-02-13 02:42:14 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pooyan_t0_s3 [train] +total_reward:2916.80 total_reward_ma:2628.66 loss:-14.85 fps:130.5 +frame:1.48e+06 wall_t:11343 t:92500 epi:nan +opt_step:277314 lr:0.0003 alpha:0.0351 +2026-02-13 02:43:30 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pooyan_t0_s3 [train] +total_reward:2868.70 total_reward_ma:2620.37 loss:-14.44 fps:130.5 +frame:1.49e+06 wall_t:11419 t:93125 epi:nan +opt_step:279189 lr:0.0003 alpha:0.03474 +2026-02-13 02:44:46 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pooyan_t0_s3 [train] +total_reward:2853.75 total_reward_ma:2611.00 loss:-14.3 fps:130.5 +frame:1.50e+06 wall_t:11495 t:93750 epi:nan +opt_step:281064 lr:0.0003 alpha:0.03476 +2026-02-13 02:46:03 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pooyan_t0_s3 [train] +total_reward:2888.55 total_reward_ma:2601.60 loss:-14.47 fps:130.5 +frame:1.51e+06 wall_t:11572 t:94375 epi:nan +opt_step:282939 lr:0.0003 alpha:0.03481 +2026-02-13 02:47:19 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pooyan_t0_s3 [train] +total_reward:2890.70 total_reward_ma:2592.47 loss:-14.28 fps:130.5 +frame:1.52e+06 wall_t:11648 t:95000 epi:nan +opt_step:284814 lr:0.0003 alpha:0.03501 +2026-02-13 02:48:35 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pooyan_t0_s3 [train] +total_reward:2884.20 total_reward_ma:2584.43 loss:-14.29 fps:130.5 +frame:1.53e+06 wall_t:11724 t:95625 epi:nan +opt_step:286689 lr:0.0003 alpha:0.03444 +2026-02-13 02:49:51 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pooyan_t0_s3 [train] +total_reward:2853.00 total_reward_ma:2577.65 loss:-14.11 fps:130.5 +frame:1.54e+06 wall_t:11800 t:96250 epi:nan +opt_step:288564 lr:0.0003 alpha:0.03459 +2026-02-13 02:51:07 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pooyan_t0_s3 [train] +total_reward:2903.05 total_reward_ma:2573.98 loss:-14.54 fps:130.5 +frame:1.55e+06 wall_t:11876 t:96875 epi:nan +opt_step:290439 lr:0.0003 alpha:0.03424 +2026-02-13 02:52:23 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pooyan_t0_s3 [train] +total_reward:2897.70 total_reward_ma:2573.90 loss:-14.08 fps:130.5 +frame:1.56e+06 wall_t:11952 t:97500 epi:nan +opt_step:292314 lr:0.0003 alpha:0.03491 +2026-02-13 02:53:39 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pooyan_t0_s3 [train] +total_reward:2926.70 total_reward_ma:2576.53 loss:-13.93 fps:130.5 +frame:1.57e+06 wall_t:12028 t:98125 epi:nan +opt_step:294189 lr:0.0003 alpha:0.03433 +2026-02-13 02:54:55 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pooyan_t0_s3 [train] +total_reward:2932.30 total_reward_ma:2582.05 loss:-14.31 fps:130.5 +frame:1.58e+06 wall_t:12104 t:98750 epi:nan +opt_step:296064 lr:0.0003 alpha:0.03395 +2026-02-13 02:56:12 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pooyan_t0_s3 [train] +total_reward:2936.90 total_reward_ma:2590.03 loss:-14.14 fps:130.5 +frame:1.59e+06 wall_t:12181 t:99375 epi:nan +opt_step:297939 lr:0.0003 alpha:0.03524 +2026-02-13 02:57:28 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pooyan_t0_s3 [train] +total_reward:2956.85 total_reward_ma:2599.58 loss:-14.09 fps:130.5 +frame:1.60e+06 wall_t:12257 t:100000 epi:nan +opt_step:299814 lr:0.0003 alpha:0.03517 +2026-02-13 02:58:44 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pooyan_t0_s3 [train] +total_reward:2921.40 total_reward_ma:2610.25 loss:-14.14 fps:130.5 +frame:1.61e+06 wall_t:12333 t:100625 epi:nan +opt_step:301689 lr:0.0003 alpha:0.03457 +2026-02-13 03:00:01 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pooyan_t0_s3 [train] +total_reward:2866.00 total_reward_ma:2621.41 loss:-13.84 fps:130.5 +frame:1.62e+06 wall_t:12410 t:101250 epi:nan +opt_step:303564 lr:0.0003 alpha:0.0347 +2026-02-13 03:01:18 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pooyan_t0_s3 [train] +total_reward:2816.05 total_reward_ma:2632.74 loss:-14.05 fps:130.5 +frame:1.63e+06 wall_t:12486 t:101875 epi:nan +opt_step:305439 lr:0.0003 alpha:0.0349 +2026-02-13 03:02:34 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pooyan_t0_s3 [train] +total_reward:2807.00 total_reward_ma:2644.10 loss:-13.54 fps:130.5 +frame:1.64e+06 wall_t:12563 t:102500 epi:nan +opt_step:307314 lr:0.0003 alpha:0.03381 +2026-02-13 03:03:50 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pooyan_t0_s3 [train] +total_reward:2791.00 total_reward_ma:2655.27 loss:-14.36 fps:130.5 +frame:1.65e+06 wall_t:12639 t:103125 epi:nan +opt_step:309189 lr:0.0003 alpha:0.03474 +2026-02-13 03:05:06 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pooyan_t0_s3 [train] +total_reward:2817.35 total_reward_ma:2666.46 loss:-14.01 fps:130.6 +frame:1.66e+06 wall_t:12715 t:103750 epi:nan +opt_step:311064 lr:0.0003 alpha:0.0337 +2026-02-13 03:06:23 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pooyan_t0_s3 [train] +total_reward:2818.60 total_reward_ma:2677.23 loss:-13.75 fps:130.6 +frame:1.67e+06 wall_t:12792 t:104375 epi:nan +opt_step:312939 lr:0.0003 alpha:0.03449 +2026-02-13 03:07:39 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pooyan_t0_s3 [train] +total_reward:2852.70 total_reward_ma:2688.09 loss:-14.2 fps:130.6 +frame:1.68e+06 wall_t:12868 t:105000 epi:nan +opt_step:314814 lr:0.0003 alpha:0.03419 +2026-02-13 03:08:55 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pooyan_t0_s3 [train] +total_reward:2786.65 total_reward_ma:2697.24 loss:-13.99 fps:130.6 +frame:1.69e+06 wall_t:12944 t:105625 epi:nan +opt_step:316689 lr:0.0003 alpha:0.03414 +2026-02-13 03:10:11 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pooyan_t0_s3 [train] +total_reward:2812.50 total_reward_ma:2706.26 loss:-13.89 fps:130.6 +frame:1.70e+06 wall_t:13020 t:106250 epi:nan +opt_step:318564 lr:0.0003 alpha:0.03362 +2026-02-13 03:11:28 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pooyan_t0_s3 [train] +total_reward:2777.45 total_reward_ma:2714.14 loss:-13.57 fps:130.6 +frame:1.71e+06 wall_t:13097 t:106875 epi:nan +opt_step:320439 lr:0.0003 alpha:0.03317 +2026-02-13 03:12:44 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pooyan_t0_s3 [train] +total_reward:2785.40 total_reward_ma:2721.40 loss:-13.68 fps:130.6 +frame:1.72e+06 wall_t:13172 t:107500 epi:nan +opt_step:322314 lr:0.0003 alpha:0.03321 +2026-02-13 03:13:59 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pooyan_t0_s3 [train] +total_reward:2759.85 total_reward_ma:2728.07 loss:-13.6 fps:130.6 +frame:1.73e+06 wall_t:13248 t:108125 epi:nan +opt_step:324189 lr:0.0003 alpha:0.03331 +2026-02-13 03:15:15 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pooyan_t0_s3 [train] +total_reward:2735.30 total_reward_ma:2734.05 loss:-13.47 fps:130.6 +frame:1.74e+06 wall_t:13324 t:108750 epi:nan +opt_step:326064 lr:0.0003 alpha:0.03306 +2026-02-13 03:16:32 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pooyan_t0_s3 [train] +total_reward:2642.90 total_reward_ma:2739.09 loss:-13.38 fps:130.6 +frame:1.75e+06 wall_t:13401 t:109375 epi:nan +opt_step:327939 lr:0.0003 alpha:0.0329 +2026-02-13 03:17:48 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pooyan_t0_s3 [train] +total_reward:2629.45 total_reward_ma:2743.06 loss:-13.54 fps:130.6 +frame:1.76e+06 wall_t:13477 t:110000 epi:nan +opt_step:329814 lr:0.0003 alpha:0.0325 +2026-02-13 03:19:04 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pooyan_t0_s3 [train] +total_reward:2611.35 total_reward_ma:2746.22 loss:-13.59 fps:130.6 +frame:1.77e+06 wall_t:13553 t:110625 epi:nan +opt_step:331689 lr:0.0003 alpha:0.0325 +2026-02-13 03:20:20 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pooyan_t0_s3 [train] +total_reward:2600.80 total_reward_ma:2748.90 loss:-13.54 fps:130.6 +frame:1.78e+06 wall_t:13629 t:111250 epi:nan +opt_step:333564 lr:0.0003 alpha:0.03135 +2026-02-13 03:21:37 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pooyan_t0_s3 [train] +total_reward:2543.15 total_reward_ma:2750.77 loss:-13.28 fps:130.6 +frame:1.79e+06 wall_t:13706 t:111875 epi:nan +opt_step:335439 lr:0.0003 alpha:0.03163 +2026-02-13 03:22:53 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pooyan_t0_s3 [train] +total_reward:2548.75 total_reward_ma:2752.79 loss:-13.63 fps:130.6 +frame:1.80e+06 wall_t:13782 t:112500 epi:nan +opt_step:337314 lr:0.0003 alpha:0.03147 +2026-02-13 03:24:09 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pooyan_t0_s3 [train] +total_reward:2559.80 total_reward_ma:2754.22 loss:-13.35 fps:130.6 +frame:1.81e+06 wall_t:13858 t:113125 epi:nan +opt_step:339189 lr:0.0003 alpha:0.03214 +2026-02-13 03:25:25 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pooyan_t0_s3 [train] +total_reward:2562.60 total_reward_ma:2755.34 loss:-13.74 fps:130.6 +frame:1.82e+06 wall_t:13934 t:113750 epi:nan +opt_step:341064 lr:0.0003 alpha:0.03111 +2026-02-13 03:26:42 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pooyan_t0_s3 [train] +total_reward:2620.30 total_reward_ma:2756.78 loss:-13.63 fps:130.6 +frame:1.83e+06 wall_t:14011 t:114375 epi:nan +opt_step:342939 lr:0.0003 alpha:0.0316 +2026-02-13 03:27:58 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pooyan_t0_s3 [train] +total_reward:2552.40 total_reward_ma:2757.76 loss:-13.62 fps:130.6 +frame:1.84e+06 wall_t:14087 t:115000 epi:nan +opt_step:344814 lr:0.0003 alpha:0.03165 +2026-02-13 03:29:14 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pooyan_t0_s3 [train] +total_reward:2564.75 total_reward_ma:2758.51 loss:-12.91 fps:130.6 +frame:1.85e+06 wall_t:14162 t:115625 epi:nan +opt_step:346689 lr:0.0003 alpha:0.03171 +2026-02-13 03:30:30 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pooyan_t0_s3 [train] +total_reward:2514.45 total_reward_ma:2759.11 loss:-13.38 fps:130.6 +frame:1.86e+06 wall_t:14239 t:116250 epi:nan +opt_step:348564 lr:0.0003 alpha:0.03185 +2026-02-13 03:31:46 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pooyan_t0_s3 [train] +total_reward:2459.75 total_reward_ma:2759.39 loss:-13.12 fps:130.6 +frame:1.87e+06 wall_t:14315 t:116875 epi:nan +opt_step:350439 lr:0.0003 alpha:0.0318 +2026-02-13 03:33:03 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pooyan_t0_s3 [train] +total_reward:2456.55 total_reward_ma:2759.80 loss:-13.17 fps:130.6 +frame:1.88e+06 wall_t:14391 t:117500 epi:nan +opt_step:352314 lr:0.0003 alpha:0.03208 +2026-02-13 03:34:19 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pooyan_t0_s3 [train] +total_reward:2462.05 total_reward_ma:2760.19 loss:-13.25 fps:130.6 +frame:1.89e+06 wall_t:14468 t:118125 epi:nan +opt_step:354189 lr:0.0003 alpha:0.03214 +2026-02-13 03:35:35 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pooyan_t0_s3 [train] +total_reward:2426.65 total_reward_ma:2760.08 loss:-13.41 fps:130.6 +frame:1.90e+06 wall_t:14544 t:118750 epi:nan +opt_step:356064 lr:0.0003 alpha:0.03254 +2026-02-13 03:36:52 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pooyan_t0_s3 [train] +total_reward:2387.55 total_reward_ma:2759.18 loss:-13.36 fps:130.6 +frame:1.91e+06 wall_t:14621 t:119375 epi:nan +opt_step:357939 lr:0.0003 alpha:0.03293 +2026-02-13 03:38:08 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pooyan_t0_s3 [train] +total_reward:2425.45 total_reward_ma:2758.27 loss:-13.19 fps:130.6 +frame:1.92e+06 wall_t:14697 t:120000 epi:nan +opt_step:359814 lr:0.0003 alpha:0.03277 +2026-02-13 03:39:25 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pooyan_t0_s3 [train] +total_reward:2411.50 total_reward_ma:2756.56 loss:-13.14 fps:130.6 +frame:1.93e+06 wall_t:14774 t:120625 epi:nan +opt_step:361689 lr:0.0003 alpha:0.03281 +2026-02-13 03:40:41 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pooyan_t0_s3 [train] +total_reward:2438.00 total_reward_ma:2754.92 loss:-12.91 fps:130.6 +frame:1.94e+06 wall_t:14850 t:121250 epi:nan +opt_step:363564 lr:0.0003 alpha:0.03322 +2026-02-13 03:41:58 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pooyan_t0_s3 [train] +total_reward:2400.30 total_reward_ma:2753.52 loss:-13.45 fps:130.6 +frame:1.95e+06 wall_t:14927 t:121875 epi:nan +opt_step:365439 lr:0.0003 alpha:0.03347 +2026-02-13 03:43:15 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pooyan_t0_s3 [train] +total_reward:2407.35 total_reward_ma:2752.14 loss:-13.5 fps:130.6 +frame:1.96e+06 wall_t:15004 t:122500 epi:nan +opt_step:367314 lr:0.0003 alpha:0.03352 +2026-02-13 03:44:31 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pooyan_t0_s3 [train] +total_reward:2403.10 total_reward_ma:2750.37 loss:-13.25 fps:130.6 +frame:1.97e+06 wall_t:15080 t:123125 epi:nan +opt_step:369189 lr:0.0003 alpha:0.03356 +2026-02-13 03:45:48 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pooyan_t0_s3 [train] +total_reward:2355.80 total_reward_ma:2747.57 loss:-13.19 fps:130.6 +frame:1.98e+06 wall_t:15157 t:123750 epi:nan +opt_step:371064 lr:0.0003 alpha:0.03295 +2026-02-13 03:47:06 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pooyan_t0_s3 [train] +total_reward:2312.90 total_reward_ma:2743.88 loss:-13.09 fps:130.6 +frame:1.99e+06 wall_t:15235 t:124375 epi:nan +opt_step:372939 lr:0.0003 alpha:0.03331 +2026-02-13 03:48:22 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_pooyan_t0_s3 [train] +total_reward:2327.80 total_reward_ma:2740.39 loss:-13.19 fps:130.6 +frame:2.00e+06 wall_t:15311 t:125000 epi:nan +opt_step:374814 lr:0.0003 alpha:0.03337 +2026-02-13 03:48:23 | INFO | PID:1306 | slm_lab.lib.logger:info | Session 3 done diff --git a/data/sac_atari_pooyan_2026_02_12_233303/sac_atari_pooyan_spec.json b/data/sac_atari_pooyan_2026_02_12_233303/sac_atari_pooyan_spec.json new file mode 100644 index 0000000000000000000000000000000000000000..5db26583e1bd78d0010d6797a810afea9e7a2d36 --- /dev/null +++ b/data/sac_atari_pooyan_2026_02_12_233303/sac_atari_pooyan_spec.json @@ -0,0 +1,98 @@ +{ + "agent": { + "name": "SoftActorCritic", + "algorithm": { + "name": "SoftActorCritic", + "action_pdtype": "Categorical", + "action_policy": "default", + "gamma": 0.99, + "training_start_step": 1000, + "training_frequency": 4, + "training_iter": 3 + }, + "memory": { + "name": "Replay", + "batch_size": 256, + "max_size": 200000, + "use_cer": false + }, + "net": { + "type": "ConvNet", + "shared": false, + "conv_hid_layers": [ + [ + 32, + 8, + 4, + 0, + 1 + ], + [ + 64, + 4, + 2, + 0, + 1 + ], + [ + 64, + 3, + 1, + 0, + 1 + ] + ], + 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124375.0 + ] + } +} \ No newline at end of file diff --git a/data/sac_atari_qbert_2026_02_10_221123/info/sac_atari_qbert_t0_trial_metrics_scalar.json b/data/sac_atari_qbert_2026_02_10_221123/info/sac_atari_qbert_t0_trial_metrics_scalar.json new file mode 100644 index 0000000000000000000000000000000000000000..da6f9070ca2239fa694a01308164c3f1b2f88778 --- /dev/null +++ b/data/sac_atari_qbert_2026_02_10_221123/info/sac_atari_qbert_t0_trial_metrics_scalar.json @@ -0,0 +1,11 @@ +{ + "frame": 2000000.0, + "total_reward_ma": 1092.2974853515625, + "strength": 583.906982421875, + "max_strength": 1803.875, + "final_strength": 1615.375, + "sample_efficiency": 7.785849902575137e-07, + "training_efficiency": 1.2864116797572933e-05, + "stability": 0.984053373336792, + "consistency": 0.2583662271499634 +} \ No newline at end of file diff --git a/data/sac_atari_qbert_2026_02_10_221123/log/sac_atari_qbert_t0.log b/data/sac_atari_qbert_2026_02_10_221123/log/sac_atari_qbert_t0.log new file mode 100644 index 0000000000000000000000000000000000000000..3e0b76cd8db055d66825c2d42cbf374df71f9e56 --- /dev/null +++ b/data/sac_atari_qbert_2026_02_10_221123/log/sac_atari_qbert_t0.log @@ -0,0 +1,5 @@ +2026-02-10 23:55:23 | INFO | PID:1219 | slm_lab.lib.logger:info | trial_metrics: frame:2.00e+06 | total_reward_ma:1092.30 | strength:583.9 | max_strength:1804 | final_strength:1615 | sample_efficiency:7.786e-07 | training_efficiency:1.286e-05 | stability:0.9841 | consistency:0.2584 +2026-02-10 23:55:23 | INFO | PID:1219 | slm_lab.lib.logger:info | Trial 0 done +2026-02-10 23:55:23 | INFO | PID:1219 | slm_lab.cli.main:run_spec | Output: data/sac_atari_qbert_2026_02_10_221123 +2026-02-10 23:55:23 | INFO | PID:1219 | slm_lab.lib.hf:cleanup_models | Cleanup saved 309.2 MB +2026-02-10 23:55:24 | INFO | PID:1219 | slm_lab.lib.hf:upload | Uploading data/sac_atari_qbert_2026_02_10_221123 to SLM-Lab/benchmark-dev/data/sac_atari_qbert_2026_02_10_221123... diff --git a/data/sac_atari_qbert_2026_02_10_221123/log/sac_atari_qbert_t0_s0.log b/data/sac_atari_qbert_2026_02_10_221123/log/sac_atari_qbert_t0_s0.log new file mode 100644 index 0000000000000000000000000000000000000000..2365daff183494f01354db9a66185f74330478a2 --- /dev/null +++ b/data/sac_atari_qbert_2026_02_10_221123/log/sac_atari_qbert_t0_s0.log @@ -0,0 +1,982 @@ +2026-02-10 22:11:29 | INFO | PID:1370 | slm_lab.env:_make_vector_env | AtariVectorEnv: 16 envs, native preprocessing +2026-02-10 22:12:19 | INFO | PID:1370 | slm_lab.lib.perf:log_perf_setup | Performance setup: +Platform: GPU NVIDIA RTX A4500 (compute 8.6) +• GPU cuDNN benchmark: enabled +• GPU memory management: enabled +• GPU TF32 acceleration: enabled +2026-02-10 22:12:20 | INFO | PID:1370 | slm_lab.lib.logger:info | SoftActorCritic: +algorithm_spec: + name: SoftActorCritic + action_pdtype: Categorical + action_policy: default + gamma: 0.99 + training_start_step: 10000 + training_frequency: 4 + training_iter: 1 +name: SoftActorCritic +memory_spec: + name: Replay + batch_size: 256 + max_size: 200000 + use_cer: false +action_pdtype: Categorical +training_iter: 1 +training_start_step: 10000 +policy_delay: 1 +entropy_penalty_coef: 0.0 +gamma: 0.99 +training_frequency: 4 +to_train: 0 +_train_step: 0 +shared: False +net: (device:cuda:0) ConvNet( + (conv_model): Sequential( + (0): Conv2d(4, 32, kernel_size=(8, 8), stride=(4, 4)) + (1): ReLU() + (2): Conv2d(32, 64, kernel_size=(4, 4), stride=(2, 2)) + (3): ReLU() + (4): Conv2d(64, 64, kernel_size=(3, 3), stride=(1, 1)) + (5): ReLU() + ) + (fc_model): Sequential( + (0): Linear(in_features=3136, out_features=512, bias=True) + (1): ReLU() + ) + (tails): Sequential( + (0): Linear(in_features=512, out_features=6, bias=True) + ) + (loss_fn): SmoothL1Loss() +) +optim: AdamW ( +Parameter Group 0 + amsgrad: False + betas: (0.9, 0.999) + capturable: False + decoupled_weight_decay: True + differentiable: False + eps: 0.0001 + foreach: None + fused: None + lr: 0.0003 + maximize: False + weight_decay: 0.01 +) +q1_net: (device:cuda:0) ConvNet( + (conv_model): Sequential( + (0): Conv2d(4, 32, kernel_size=(8, 8), stride=(4, 4)) + (1): ReLU() + (2): Conv2d(32, 64, kernel_size=(4, 4), stride=(2, 2)) + (3): ReLU() + (4): Conv2d(64, 64, kernel_size=(3, 3), stride=(1, 1)) + (5): ReLU() + ) + (fc_model): Sequential( + (0): Linear(in_features=3136, out_features=512, bias=True) + (1): ReLU() + ) + (tails): Sequential( + (0): Linear(in_features=512, out_features=6, bias=True) + ) + (loss_fn): SmoothL1Loss() +) +target_q1_net: (device:cuda:0) ConvNet( + (conv_model): Sequential( + (0): Conv2d(4, 32, kernel_size=(8, 8), stride=(4, 4)) + (1): ReLU() + (2): Conv2d(32, 64, kernel_size=(4, 4), stride=(2, 2)) + (3): ReLU() + (4): Conv2d(64, 64, kernel_size=(3, 3), stride=(1, 1)) + (5): ReLU() + ) + (fc_model): Sequential( + (0): Linear(in_features=3136, out_features=512, bias=True) + (1): ReLU() + ) + (tails): Sequential( + (0): Linear(in_features=512, out_features=6, bias=True) + ) + (loss_fn): SmoothL1Loss() +) +q1_optim: AdamW ( +Parameter Group 0 + amsgrad: False + betas: (0.9, 0.999) + capturable: False + decoupled_weight_decay: True + differentiable: False + eps: 0.0001 + foreach: None + fused: None + lr: 0.0003 + maximize: False + weight_decay: 0.01 +) +q2_net: (device:cuda:0) ConvNet( + (conv_model): Sequential( + (0): Conv2d(4, 32, kernel_size=(8, 8), stride=(4, 4)) + (1): ReLU() + (2): Conv2d(32, 64, kernel_size=(4, 4), stride=(2, 2)) + (3): ReLU() + (4): Conv2d(64, 64, kernel_size=(3, 3), stride=(1, 1)) + (5): ReLU() + ) + (fc_model): Sequential( + (0): Linear(in_features=3136, out_features=512, bias=True) + (1): ReLU() + ) + (tails): Sequential( + (0): Linear(in_features=512, out_features=6, bias=True) + ) + (loss_fn): SmoothL1Loss() +) +target_q2_net: (device:cuda:0) ConvNet( + (conv_model): Sequential( + (0): Conv2d(4, 32, kernel_size=(8, 8), stride=(4, 4)) + (1): ReLU() + (2): Conv2d(32, 64, kernel_size=(4, 4), stride=(2, 2)) + (3): ReLU() + (4): Conv2d(64, 64, kernel_size=(3, 3), stride=(1, 1)) + (5): ReLU() + ) + (fc_model): Sequential( + (0): Linear(in_features=3136, out_features=512, bias=True) + (1): ReLU() + ) + (tails): Sequential( + (0): Linear(in_features=512, out_features=6, bias=True) + ) + (loss_fn): SmoothL1Loss() +) +q2_optim: AdamW ( +Parameter Group 0 + amsgrad: False + betas: (0.9, 0.999) + capturable: False + decoupled_weight_decay: True + differentiable: False + eps: 0.0001 + foreach: None + fused: None + lr: 0.0003 + maximize: False + weight_decay: 0.01 +) +net_names: ['net', 'q1_net', 'target_q1_net', 'q2_net', 'target_q2_net'] +target_entropy: 1.0750556815368328 +log_alpha: tensor([0.], device='cuda:0', requires_grad=True) +alpha: tensor([1.], device='cuda:0') +alpha_optim: AdamW ( +Parameter Group 0 + amsgrad: False + betas: (0.9, 0.999) + capturable: False + decoupled_weight_decay: True + differentiable: False + eps: 0.0001 + foreach: None + fused: None + lr: 0.0003 + maximize: False + weight_decay: 0.01 +) +2026-02-10 22:12:26 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:125.00 total_reward_ma:125.00 loss:nan fps:185.2 +frame:1.00e+04 wall_t:54 t:625 epi:nan +opt_step:0 lr:0.0003 alpha:1 +2026-02-10 22:12:57 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:135.91 total_reward_ma:130.45 loss:-7.609 fps:235.3 +frame:2.00e+04 wall_t:85 t:1250 epi:nan +opt_step:625 lr:0.0003 alpha:0.8341 +2026-02-10 22:13:27 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:162.20 total_reward_ma:141.04 loss:-10.67 fps:260.9 +frame:3.00e+04 wall_t:115 t:1875 epi:nan +opt_step:1250 lr:0.0003 alpha:0.7056 +2026-02-10 22:14:00 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:160.25 total_reward_ma:145.84 loss:-13.42 fps:270.3 +frame:4.00e+04 wall_t:148 t:2500 epi:nan +opt_step:1875 lr:0.0003 alpha:0.6023 +2026-02-10 22:14:31 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:150.50 total_reward_ma:146.77 loss:-15.94 fps:279.3 +frame:5.00e+04 wall_t:179 t:3125 epi:nan +opt_step:2500 lr:0.0003 alpha:0.5175 +2026-02-10 22:15:02 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:138.50 total_reward_ma:145.39 loss:-17.62 fps:285.7 +frame:6.00e+04 wall_t:210 t:3750 epi:nan +opt_step:3125 lr:0.0003 alpha:0.4466 +2026-02-10 22:15:33 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:141.25 total_reward_ma:144.80 loss:-19.15 fps:290.5 +frame:7.00e+04 wall_t:241 t:4375 epi:nan +opt_step:3750 lr:0.0003 alpha:0.3866 +2026-02-10 22:16:05 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:144.75 total_reward_ma:144.80 loss:-20.7 fps:293 +frame:8.00e+04 wall_t:273 t:5000 epi:nan +opt_step:4375 lr:0.0003 alpha:0.3354 +2026-02-10 22:16:36 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:152.75 total_reward_ma:145.68 loss:-21.36 fps:296.1 +frame:9.00e+04 wall_t:304 t:5625 epi:nan +opt_step:5000 lr:0.0003 alpha:0.2914 +2026-02-10 22:17:08 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:177.00 total_reward_ma:148.81 loss:-21.06 fps:297.6 +frame:1.00e+05 wall_t:336 t:6250 epi:nan +opt_step:5625 lr:0.0003 alpha:0.2535 +2026-02-10 22:17:39 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:173.50 total_reward_ma:151.06 loss:-21.35 fps:299.7 +frame:1.10e+05 wall_t:367 t:6875 epi:nan +opt_step:6250 lr:0.0003 alpha:0.2207 +2026-02-10 22:18:11 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:187.50 total_reward_ma:154.09 loss:-22.51 fps:300.8 +frame:1.20e+05 wall_t:399 t:7500 epi:nan +opt_step:6875 lr:0.0003 alpha:0.1922 +2026-02-10 22:18:42 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:155.50 total_reward_ma:154.20 loss:-22.82 fps:302.3 +frame:1.30e+05 wall_t:430 t:8125 epi:nan +opt_step:7500 lr:0.0003 alpha:0.1675 +2026-02-10 22:19:13 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:144.75 total_reward_ma:153.53 loss:-23.38 fps:303.7 +frame:1.40e+05 wall_t:461 t:8750 epi:nan +opt_step:8125 lr:0.0003 alpha:0.146 +2026-02-10 22:19:45 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:148.00 total_reward_ma:153.16 loss:-22.64 fps:304.3 +frame:1.50e+05 wall_t:493 t:9375 epi:nan +opt_step:8750 lr:0.0003 alpha:0.1273 +2026-02-10 22:20:16 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:144.75 total_reward_ma:152.63 loss:-22.73 fps:305.3 +frame:1.60e+05 wall_t:524 t:10000 epi:nan +opt_step:9375 lr:0.0003 alpha:0.1111 +2026-02-10 22:20:47 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:165.25 total_reward_ma:153.37 loss:-22.25 fps:306.3 +frame:1.70e+05 wall_t:555 t:10625 epi:nan +opt_step:10000 lr:0.0003 alpha:0.0969 +2026-02-10 22:21:18 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:180.25 total_reward_ma:154.87 loss:-21.45 fps:307.2 +frame:1.80e+05 wall_t:586 t:11250 epi:nan +opt_step:10625 lr:0.0003 alpha:0.08458 +2026-02-10 22:21:50 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:172.00 total_reward_ma:155.77 loss:-21.14 fps:307.4 +frame:1.90e+05 wall_t:618 t:11875 epi:nan +opt_step:11250 lr:0.0003 alpha:0.07383 +2026-02-10 22:22:21 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:160.25 total_reward_ma:155.99 loss:-20.65 fps:308.2 +frame:2.00e+05 wall_t:649 t:12500 epi:nan +opt_step:11875 lr:0.0003 alpha:0.06448 +2026-02-10 22:22:52 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:158.25 total_reward_ma:156.10 loss:-19.64 fps:308.8 +frame:2.10e+05 wall_t:680 t:13125 epi:nan +opt_step:12500 lr:0.0003 alpha:0.05632 +2026-02-10 22:23:23 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:166.50 total_reward_ma:156.57 loss:-19.44 fps:309.4 +frame:2.20e+05 wall_t:711 t:13750 epi:nan +opt_step:13125 lr:0.0003 alpha:0.04918 +2026-02-10 22:23:54 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:152.50 total_reward_ma:156.40 loss:-19.38 fps:310 +frame:2.30e+05 wall_t:742 t:14375 epi:nan +opt_step:13750 lr:0.0003 alpha:0.04298 +2026-02-10 22:24:25 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:159.75 total_reward_ma:156.54 loss:-18.97 fps:310.5 +frame:2.40e+05 wall_t:773 t:15000 epi:nan +opt_step:14375 lr:0.0003 alpha:0.0376 +2026-02-10 22:24:57 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:155.25 total_reward_ma:156.48 loss:-17.83 fps:310.6 +frame:2.50e+05 wall_t:805 t:15625 epi:nan +opt_step:15000 lr:0.0003 alpha:0.03291 +2026-02-10 22:25:28 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:169.00 total_reward_ma:156.97 loss:-17.79 fps:311 +frame:2.60e+05 wall_t:836 t:16250 epi:nan +opt_step:15625 lr:0.0003 alpha:0.02893 +2026-02-10 22:25:59 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:186.50 total_reward_ma:158.06 loss:-17.61 fps:311.4 +frame:2.70e+05 wall_t:867 t:16875 epi:nan +opt_step:16250 lr:0.0003 alpha:0.02549 +2026-02-10 22:26:30 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:208.00 total_reward_ma:159.84 loss:-17.89 fps:311.8 +frame:2.80e+05 wall_t:898 t:17500 epi:nan +opt_step:16875 lr:0.0003 alpha:0.02256 +2026-02-10 22:27:01 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:232.75 total_reward_ma:162.36 loss:-17.18 fps:312.2 +frame:2.90e+05 wall_t:929 t:18125 epi:nan +opt_step:17500 lr:0.0003 alpha:0.02001 +2026-02-10 22:27:31 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:261.00 total_reward_ma:165.65 loss:-16.07 fps:312.8 +frame:3.00e+05 wall_t:959 t:18750 epi:nan +opt_step:18125 lr:0.0003 alpha:0.01783 +2026-02-10 22:28:02 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:301.00 total_reward_ma:170.01 loss:-16.1 fps:312.8 +frame:3.10e+05 wall_t:991 t:19375 epi:nan +opt_step:18750 lr:0.0003 alpha:0.01612 +2026-02-10 22:28:34 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:315.25 total_reward_ma:174.55 loss:-15.3 fps:313.1 +frame:3.20e+05 wall_t:1022 t:20000 epi:nan +opt_step:19375 lr:0.0003 alpha:0.01455 +2026-02-10 22:29:05 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:309.25 total_reward_ma:178.63 loss:-15.14 fps:313.4 +frame:3.30e+05 wall_t:1053 t:20625 epi:nan +opt_step:20000 lr:0.0003 alpha:0.01306 +2026-02-10 22:29:37 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:297.25 total_reward_ma:182.12 loss:-13.73 fps:313.4 +frame:3.40e+05 wall_t:1085 t:21250 epi:nan +opt_step:20625 lr:0.0003 alpha:0.01176 +2026-02-10 22:30:08 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:257.25 total_reward_ma:184.27 loss:-13.99 fps:313.6 +frame:3.50e+05 wall_t:1116 t:21875 epi:nan +opt_step:21250 lr:0.0003 alpha:0.01054 +2026-02-10 22:30:39 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:250.75 total_reward_ma:186.11 loss:-14.86 fps:313.9 +frame:3.60e+05 wall_t:1147 t:22500 epi:nan +opt_step:21875 lr:0.0003 alpha:0.009654 +2026-02-10 22:31:10 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:271.25 total_reward_ma:188.42 loss:-14.33 fps:314.1 +frame:3.70e+05 wall_t:1178 t:23125 epi:nan +opt_step:22500 lr:0.0003 alpha:0.009005 +2026-02-10 22:31:42 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:275.50 total_reward_ma:190.71 loss:-13.62 fps:314 +frame:3.80e+05 wall_t:1210 t:23750 epi:nan +opt_step:23125 lr:0.0003 alpha:0.008477 +2026-02-10 22:32:13 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:272.50 total_reward_ma:192.80 loss:-13.24 fps:314 +frame:3.90e+05 wall_t:1242 t:24375 epi:nan +opt_step:23750 lr:0.0003 alpha:0.007976 +2026-02-10 22:32:45 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:300.50 total_reward_ma:195.50 loss:-13.27 fps:314.2 +frame:4.00e+05 wall_t:1273 t:25000 epi:nan +opt_step:24375 lr:0.0003 alpha:0.007527 +2026-02-10 22:33:16 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:298.50 total_reward_ma:198.01 loss:-12.74 fps:314.4 +frame:4.10e+05 wall_t:1304 t:25625 epi:nan +opt_step:25000 lr:0.0003 alpha:0.007311 +2026-02-10 22:33:47 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:289.25 total_reward_ma:200.18 loss:-12.3 fps:314.6 +frame:4.20e+05 wall_t:1335 t:26250 epi:nan +opt_step:25625 lr:0.0003 alpha:0.007885 +2026-02-10 22:34:18 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:303.75 total_reward_ma:202.59 loss:-12.7 fps:314.8 +frame:4.30e+05 wall_t:1366 t:26875 epi:nan +opt_step:26250 lr:0.0003 alpha:0.008901 +2026-02-10 22:34:49 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:303.50 total_reward_ma:204.88 loss:-12.86 fps:315 +frame:4.40e+05 wall_t:1397 t:27500 epi:nan +opt_step:26875 lr:0.0003 alpha:0.00963 +2026-02-10 22:35:20 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:304.00 total_reward_ma:207.09 loss:-12.17 fps:315.1 +frame:4.50e+05 wall_t:1428 t:28125 epi:nan +opt_step:27500 lr:0.0003 alpha:0.01005 +2026-02-10 22:35:51 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:309.00 total_reward_ma:209.30 loss:-12.15 fps:315.3 +frame:4.60e+05 wall_t:1459 t:28750 epi:nan +opt_step:28125 lr:0.0003 alpha:0.01015 +2026-02-10 22:36:22 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:304.50 total_reward_ma:211.33 loss:-12.18 fps:315.4 +frame:4.70e+05 wall_t:1490 t:29375 epi:nan +opt_step:28750 lr:0.0003 alpha:0.01018 +2026-02-10 22:36:53 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:303.25 total_reward_ma:213.24 loss:-11.55 fps:315.6 +frame:4.80e+05 wall_t:1521 t:30000 epi:nan +opt_step:29375 lr:0.0003 alpha:0.009574 +2026-02-10 22:37:25 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:314.25 total_reward_ma:215.30 loss:-11.57 fps:315.5 +frame:4.90e+05 wall_t:1553 t:30625 epi:nan +opt_step:30000 lr:0.0003 alpha:0.0101 +2026-02-10 22:37:56 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:317.25 total_reward_ma:217.34 loss:-11.35 fps:315.7 +frame:5.00e+05 wall_t:1584 t:31250 epi:nan +opt_step:30625 lr:0.0003 alpha:0.009303 +2026-02-10 22:38:28 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:332.75 total_reward_ma:219.61 loss:-11.42 fps:315.6 +frame:5.10e+05 wall_t:1616 t:31875 epi:nan +opt_step:31250 lr:0.0003 alpha:0.009602 +2026-02-10 22:38:59 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:360.25 total_reward_ma:222.31 loss:-11.1 fps:315.7 +frame:5.20e+05 wall_t:1647 t:32500 epi:nan +opt_step:31875 lr:0.0003 alpha:0.009812 +2026-02-10 22:39:30 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:381.00 total_reward_ma:225.30 loss:-10.76 fps:315.9 +frame:5.30e+05 wall_t:1678 t:33125 epi:nan +opt_step:32500 lr:0.0003 alpha:0.0106 +2026-02-10 22:40:01 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:394.75 total_reward_ma:228.44 loss:-10.42 fps:316 +frame:5.40e+05 wall_t:1709 t:33750 epi:nan +opt_step:33125 lr:0.0003 alpha:0.01172 +2026-02-10 22:40:32 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:427.50 total_reward_ma:232.06 loss:-10.19 fps:316.1 +frame:5.50e+05 wall_t:1740 t:34375 epi:nan +opt_step:33750 lr:0.0003 alpha:0.01237 +2026-02-10 22:41:03 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:438.00 total_reward_ma:235.74 loss:-9.926 fps:316.2 +frame:5.60e+05 wall_t:1771 t:35000 epi:nan +opt_step:34375 lr:0.0003 alpha:0.01304 +2026-02-10 22:41:33 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:449.00 total_reward_ma:239.48 loss:-10.03 fps:316.5 +frame:5.70e+05 wall_t:1801 t:35625 epi:nan +opt_step:35000 lr:0.0003 alpha:0.01286 +2026-02-10 22:42:04 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:475.50 total_reward_ma:243.55 loss:-9.936 fps:316.6 +frame:5.80e+05 wall_t:1832 t:36250 epi:nan +opt_step:35625 lr:0.0003 alpha:0.01344 +2026-02-10 22:42:36 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:492.50 total_reward_ma:247.77 loss:-9.592 fps:316.5 +frame:5.90e+05 wall_t:1864 t:36875 epi:nan +opt_step:36250 lr:0.0003 alpha:0.01372 +2026-02-10 22:43:06 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:509.00 total_reward_ma:252.12 loss:-9.604 fps:316.6 +frame:6.00e+05 wall_t:1895 t:37500 epi:nan +opt_step:36875 lr:0.0003 alpha:0.01355 +2026-02-10 22:43:38 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:533.25 total_reward_ma:256.73 loss:-9.723 fps:316.7 +frame:6.10e+05 wall_t:1926 t:38125 epi:nan +opt_step:37500 lr:0.0003 alpha:0.01386 +2026-02-10 22:44:09 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:554.75 total_reward_ma:261.54 loss:-9.234 fps:316.8 +frame:6.20e+05 wall_t:1957 t:38750 epi:nan +opt_step:38125 lr:0.0003 alpha:0.014 +2026-02-10 22:44:40 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:568.00 total_reward_ma:266.40 loss:-9.064 fps:316.9 +frame:6.30e+05 wall_t:1988 t:39375 epi:nan +opt_step:38750 lr:0.0003 alpha:0.01353 +2026-02-10 22:45:11 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:579.00 total_reward_ma:271.29 loss:-9.164 fps:317 +frame:6.40e+05 wall_t:2019 t:40000 epi:nan +opt_step:39375 lr:0.0003 alpha:0.01309 +2026-02-10 22:45:42 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:594.00 total_reward_ma:276.25 loss:-8.815 fps:317.1 +frame:6.50e+05 wall_t:2050 t:40625 epi:nan +opt_step:40000 lr:0.0003 alpha:0.01349 +2026-02-10 22:46:13 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:616.50 total_reward_ma:281.41 loss:-9.088 fps:317.2 +frame:6.60e+05 wall_t:2081 t:41250 epi:nan +opt_step:40625 lr:0.0003 alpha:0.01371 +2026-02-10 22:46:44 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:617.00 total_reward_ma:286.42 loss:-9.066 fps:317.2 +frame:6.70e+05 wall_t:2112 t:41875 epi:nan +opt_step:41250 lr:0.0003 alpha:0.01369 +2026-02-10 22:47:16 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:599.50 total_reward_ma:291.02 loss:-8.382 fps:317.2 +frame:6.80e+05 wall_t:2144 t:42500 epi:nan +opt_step:41875 lr:0.0003 alpha:0.01364 +2026-02-10 22:47:47 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:576.50 total_reward_ma:295.16 loss:-8.779 fps:317.2 +frame:6.90e+05 wall_t:2175 t:43125 epi:nan +opt_step:42500 lr:0.0003 alpha:0.01348 +2026-02-10 22:48:19 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:544.75 total_reward_ma:298.72 loss:-8.479 fps:317.2 +frame:7.00e+05 wall_t:2207 t:43750 epi:nan +opt_step:43125 lr:0.0003 alpha:0.01362 +2026-02-10 22:48:49 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:498.50 total_reward_ma:301.54 loss:-8.104 fps:317.2 +frame:7.10e+05 wall_t:2238 t:44375 epi:nan +opt_step:43750 lr:0.0003 alpha:0.0127 +2026-02-10 22:49:21 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:476.75 total_reward_ma:303.97 loss:-8.05 fps:317.3 +frame:7.20e+05 wall_t:2269 t:45000 epi:nan +opt_step:44375 lr:0.0003 alpha:0.01169 +2026-02-10 22:49:51 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:472.00 total_reward_ma:306.27 loss:-8.069 fps:317.5 +frame:7.30e+05 wall_t:2299 t:45625 epi:nan +opt_step:45000 lr:0.0003 alpha:0.01138 +2026-02-10 22:50:23 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:493.00 total_reward_ma:308.80 loss:-7.854 fps:317.5 +frame:7.40e+05 wall_t:2331 t:46250 epi:nan +opt_step:45625 lr:0.0003 alpha:0.01116 +2026-02-10 22:50:54 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:516.25 total_reward_ma:311.56 loss:-7.922 fps:317.5 +frame:7.50e+05 wall_t:2362 t:46875 epi:nan +opt_step:46250 lr:0.0003 alpha:0.01223 +2026-02-10 22:51:25 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:517.00 total_reward_ma:314.26 loss:-7.788 fps:317.6 +frame:7.60e+05 wall_t:2393 t:47500 epi:nan +opt_step:46875 lr:0.0003 alpha:0.0131 +2026-02-10 22:51:56 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:543.00 total_reward_ma:317.24 loss:-7.311 fps:317.7 +frame:7.70e+05 wall_t:2424 t:48125 epi:nan +opt_step:47500 lr:0.0003 alpha:0.01329 +2026-02-10 22:52:27 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:562.25 total_reward_ma:320.38 loss:-7.286 fps:317.7 +frame:7.80e+05 wall_t:2455 t:48750 epi:nan +opt_step:48125 lr:0.0003 alpha:0.01324 +2026-02-10 22:52:58 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:590.00 total_reward_ma:323.79 loss:-7.685 fps:317.8 +frame:7.90e+05 wall_t:2486 t:49375 epi:nan +opt_step:48750 lr:0.0003 alpha:0.01314 +2026-02-10 22:53:29 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:616.75 total_reward_ma:327.45 loss:-7.348 fps:317.8 +frame:8.00e+05 wall_t:2517 t:50000 epi:nan +opt_step:49375 lr:0.0003 alpha:0.0135 +2026-02-10 22:54:00 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:663.75 total_reward_ma:331.60 loss:-7.031 fps:317.9 +frame:8.10e+05 wall_t:2548 t:50625 epi:nan +opt_step:50000 lr:0.0003 alpha:0.01404 +2026-02-10 22:54:32 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:675.75 total_reward_ma:335.80 loss:-6.845 fps:317.8 +frame:8.20e+05 wall_t:2580 t:51250 epi:nan +opt_step:50625 lr:0.0003 alpha:0.01431 +2026-02-10 22:55:03 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:708.00 total_reward_ma:340.28 loss:-7.041 fps:317.9 +frame:8.30e+05 wall_t:2611 t:51875 epi:nan +opt_step:51250 lr:0.0003 alpha:0.01495 +2026-02-10 22:55:35 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:707.25 total_reward_ma:344.65 loss:-6.896 fps:317.8 +frame:8.40e+05 wall_t:2643 t:52500 epi:nan +opt_step:51875 lr:0.0003 alpha:0.01502 +2026-02-10 22:56:05 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:722.50 total_reward_ma:349.10 loss:-6.745 fps:318 +frame:8.50e+05 wall_t:2673 t:53125 epi:nan +opt_step:52500 lr:0.0003 alpha:0.01476 +2026-02-10 22:56:36 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:730.25 total_reward_ma:353.53 loss:-6.833 fps:318 +frame:8.60e+05 wall_t:2704 t:53750 epi:nan +opt_step:53125 lr:0.0003 alpha:0.01499 +2026-02-10 22:57:07 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:717.00 total_reward_ma:357.71 loss:-6.818 fps:318.1 +frame:8.70e+05 wall_t:2735 t:54375 epi:nan +opt_step:53750 lr:0.0003 alpha:0.01447 +2026-02-10 22:57:38 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:686.50 total_reward_ma:361.44 loss:-7.031 fps:318.1 +frame:8.80e+05 wall_t:2766 t:55000 epi:nan +opt_step:54375 lr:0.0003 alpha:0.01496 +2026-02-10 22:58:09 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:655.00 total_reward_ma:364.74 loss:-7.042 fps:318.2 +frame:8.90e+05 wall_t:2797 t:55625 epi:nan +opt_step:55000 lr:0.0003 alpha:0.01523 +2026-02-10 22:58:40 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:660.50 total_reward_ma:368.03 loss:-7.119 fps:318.2 +frame:9.00e+05 wall_t:2828 t:56250 epi:nan +opt_step:55625 lr:0.0003 alpha:0.01549 +2026-02-10 22:59:11 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:648.00 total_reward_ma:371.11 loss:-7.062 fps:318.3 +frame:9.10e+05 wall_t:2859 t:56875 epi:nan +opt_step:56250 lr:0.0003 alpha:0.01522 +2026-02-10 22:59:42 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:654.75 total_reward_ma:374.19 loss:-7.263 fps:318.3 +frame:9.20e+05 wall_t:2890 t:57500 epi:nan +opt_step:56875 lr:0.0003 alpha:0.01551 +2026-02-10 23:00:13 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:680.75 total_reward_ma:377.49 loss:-7.139 fps:318.4 +frame:9.30e+05 wall_t:2921 t:58125 epi:nan +opt_step:57500 lr:0.0003 alpha:0.0158 +2026-02-10 23:00:44 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:672.25 total_reward_ma:380.62 loss:-7.163 fps:318.4 +frame:9.40e+05 wall_t:2952 t:58750 epi:nan +opt_step:58125 lr:0.0003 alpha:0.01628 +2026-02-10 23:01:15 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:681.75 total_reward_ma:383.79 loss:-7.448 fps:318.5 +frame:9.50e+05 wall_t:2983 t:59375 epi:nan +opt_step:58750 lr:0.0003 alpha:0.01688 +2026-02-10 23:01:47 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:741.75 total_reward_ma:387.52 loss:-7.3 fps:318.4 +frame:9.60e+05 wall_t:3015 t:60000 epi:nan +opt_step:59375 lr:0.0003 alpha:0.01783 +2026-02-10 23:02:18 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:767.00 total_reward_ma:391.43 loss:-7.3 fps:318.5 +frame:9.70e+05 wall_t:3046 t:60625 epi:nan +opt_step:60000 lr:0.0003 alpha:0.01815 +2026-02-10 23:02:50 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:773.75 total_reward_ma:395.33 loss:-7.367 fps:318.4 +frame:9.80e+05 wall_t:3078 t:61250 epi:nan +opt_step:60625 lr:0.0003 alpha:0.01744 +2026-02-10 23:03:21 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:787.50 total_reward_ma:399.29 loss:-7.399 fps:318.4 +frame:9.90e+05 wall_t:3109 t:61875 epi:nan +opt_step:61250 lr:0.0003 alpha:0.01746 +2026-02-10 23:03:52 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:811.00 total_reward_ma:403.41 loss:-7.715 fps:318.5 +frame:1.00e+06 wall_t:3140 t:62500 epi:nan +opt_step:61875 lr:0.0003 alpha:0.01682 +2026-02-10 23:04:24 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:781.25 total_reward_ma:409.97 loss:-7.478 fps:318.4 +frame:1.01e+06 wall_t:3172 t:63125 epi:nan +opt_step:62500 lr:0.0003 alpha:0.01686 +2026-02-10 23:04:55 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:810.25 total_reward_ma:416.72 loss:-7.48 fps:318.5 +frame:1.02e+06 wall_t:3203 t:63750 epi:nan +opt_step:63125 lr:0.0003 alpha:0.01681 +2026-02-10 23:05:26 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:815.25 total_reward_ma:423.25 loss:-7.487 fps:318.5 +frame:1.03e+06 wall_t:3234 t:64375 epi:nan +opt_step:63750 lr:0.0003 alpha:0.01596 +2026-02-10 23:05:58 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:755.50 total_reward_ma:429.20 loss:-7.593 fps:318.4 +frame:1.04e+06 wall_t:3266 t:65000 epi:nan +opt_step:64375 lr:0.0003 alpha:0.01544 +2026-02-10 23:06:29 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:750.00 total_reward_ma:435.20 loss:-7.612 fps:318.5 +frame:1.05e+06 wall_t:3297 t:65625 epi:nan +opt_step:65000 lr:0.0003 alpha:0.01513 +2026-02-10 23:06:59 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:747.00 total_reward_ma:441.28 loss:-7.463 fps:318.6 +frame:1.06e+06 wall_t:3327 t:66250 epi:nan +opt_step:65625 lr:0.0003 alpha:0.01534 +2026-02-10 23:07:31 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:732.75 total_reward_ma:447.20 loss:-7.541 fps:318.5 +frame:1.07e+06 wall_t:3359 t:66875 epi:nan +opt_step:66250 lr:0.0003 alpha:0.0148 +2026-02-10 23:08:02 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:715.75 total_reward_ma:452.90 loss:-7.212 fps:318.6 +frame:1.08e+06 wall_t:3390 t:67500 epi:nan +opt_step:66875 lr:0.0003 alpha:0.01508 +2026-02-10 23:08:33 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:715.75 total_reward_ma:458.54 loss:-7.272 fps:318.6 +frame:1.09e+06 wall_t:3421 t:68125 epi:nan +opt_step:67500 lr:0.0003 alpha:0.01477 +2026-02-10 23:09:04 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:715.75 total_reward_ma:463.92 loss:-7.116 fps:318.7 +frame:1.10e+06 wall_t:3452 t:68750 epi:nan +opt_step:68125 lr:0.0003 alpha:0.01489 +2026-02-10 23:09:35 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:713.50 total_reward_ma:469.32 loss:-7.195 fps:318.7 +frame:1.11e+06 wall_t:3483 t:69375 epi:nan +opt_step:68750 lr:0.0003 alpha:0.01477 +2026-02-10 23:10:06 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:742.50 total_reward_ma:474.87 loss:-7.229 fps:318.7 +frame:1.12e+06 wall_t:3514 t:70000 epi:nan +opt_step:69375 lr:0.0003 alpha:0.01481 +2026-02-10 23:10:38 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:759.75 total_reward_ma:480.92 loss:-6.715 fps:318.7 +frame:1.13e+06 wall_t:3546 t:70625 epi:nan +opt_step:70000 lr:0.0003 alpha:0.01444 +2026-02-10 23:11:09 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:764.50 total_reward_ma:487.11 loss:-6.96 fps:318.7 +frame:1.14e+06 wall_t:3577 t:71250 epi:nan +opt_step:70625 lr:0.0003 alpha:0.0147 +2026-02-10 23:11:40 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:779.75 total_reward_ma:493.43 loss:-6.994 fps:318.7 +frame:1.15e+06 wall_t:3608 t:71875 epi:nan +opt_step:71250 lr:0.0003 alpha:0.01525 +2026-02-10 23:12:11 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:783.50 total_reward_ma:499.82 loss:-6.764 fps:318.8 +frame:1.16e+06 wall_t:3639 t:72500 epi:nan +opt_step:71875 lr:0.0003 alpha:0.01545 +2026-02-10 23:12:42 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:812.75 total_reward_ma:506.29 loss:-6.699 fps:318.8 +frame:1.17e+06 wall_t:3670 t:73125 epi:nan +opt_step:72500 lr:0.0003 alpha:0.01566 +2026-02-10 23:13:13 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:826.25 total_reward_ma:512.75 loss:-6.836 fps:318.8 +frame:1.18e+06 wall_t:3701 t:73750 epi:nan +opt_step:73125 lr:0.0003 alpha:0.01594 +2026-02-10 23:13:44 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:849.50 total_reward_ma:519.53 loss:-7.073 fps:318.9 +frame:1.19e+06 wall_t:3732 t:74375 epi:nan +opt_step:73750 lr:0.0003 alpha:0.01576 +2026-02-10 23:14:15 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:869.50 total_reward_ma:526.62 loss:-6.923 fps:318.9 +frame:1.20e+06 wall_t:3763 t:75000 epi:nan +opt_step:74375 lr:0.0003 alpha:0.01625 +2026-02-10 23:14:47 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:885.50 total_reward_ma:533.89 loss:-6.853 fps:318.8 +frame:1.21e+06 wall_t:3795 t:75625 epi:nan +opt_step:75000 lr:0.0003 alpha:0.01605 +2026-02-10 23:15:18 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:903.25 total_reward_ma:541.26 loss:-6.778 fps:318.9 +frame:1.22e+06 wall_t:3826 t:76250 epi:nan +opt_step:75625 lr:0.0003 alpha:0.01593 +2026-02-10 23:15:49 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:897.50 total_reward_ma:548.71 loss:-7.023 fps:318.9 +frame:1.23e+06 wall_t:3857 t:76875 epi:nan +opt_step:76250 lr:0.0003 alpha:0.01669 +2026-02-10 23:16:20 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:887.50 total_reward_ma:555.99 loss:-6.829 fps:318.9 +frame:1.24e+06 wall_t:3888 t:77500 epi:nan +opt_step:76875 lr:0.0003 alpha:0.01633 +2026-02-10 23:16:51 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:900.50 total_reward_ma:563.44 loss:-6.503 fps:319 +frame:1.25e+06 wall_t:3919 t:78125 epi:nan +opt_step:77500 lr:0.0003 alpha:0.01662 +2026-02-10 23:17:22 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:901.00 total_reward_ma:570.76 loss:-6.274 fps:318.9 +frame:1.26e+06 wall_t:3951 t:78750 epi:nan +opt_step:78125 lr:0.0003 alpha:0.01615 +2026-02-10 23:17:54 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:916.75 total_reward_ma:578.06 loss:-6.408 fps:318.9 +frame:1.27e+06 wall_t:3982 t:79375 epi:nan +opt_step:78750 lr:0.0003 alpha:0.01619 +2026-02-10 23:18:25 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:886.50 total_reward_ma:584.85 loss:-6.565 fps:319 +frame:1.28e+06 wall_t:4013 t:80000 epi:nan +opt_step:79375 lr:0.0003 alpha:0.01569 +2026-02-10 23:18:57 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:896.00 total_reward_ma:591.48 loss:-6.429 fps:318.9 +frame:1.29e+06 wall_t:4045 t:80625 epi:nan +opt_step:80000 lr:0.0003 alpha:0.01564 +2026-02-10 23:19:28 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:897.75 total_reward_ma:597.85 loss:-6.451 fps:318.9 +frame:1.30e+06 wall_t:4076 t:81250 epi:nan +opt_step:80625 lr:0.0003 alpha:0.01498 +2026-02-10 23:19:59 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:932.75 total_reward_ma:604.16 loss:-5.926 fps:319 +frame:1.31e+06 wall_t:4107 t:81875 epi:nan +opt_step:81250 lr:0.0003 alpha:0.01541 +2026-02-10 23:20:30 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:941.50 total_reward_ma:610.43 loss:-6.537 fps:319 +frame:1.32e+06 wall_t:4138 t:82500 epi:nan +opt_step:81875 lr:0.0003 alpha:0.01533 +2026-02-10 23:21:01 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:945.50 total_reward_ma:616.79 loss:-6.093 fps:319 +frame:1.33e+06 wall_t:4169 t:83125 epi:nan +opt_step:82500 lr:0.0003 alpha:0.0153 +2026-02-10 23:21:32 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:947.25 total_reward_ma:623.29 loss:-5.864 fps:319 +frame:1.34e+06 wall_t:4200 t:83750 epi:nan +opt_step:83125 lr:0.0003 alpha:0.01493 +2026-02-10 23:22:03 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:958.50 total_reward_ma:630.30 loss:-5.818 fps:319.1 +frame:1.35e+06 wall_t:4231 t:84375 epi:nan +opt_step:83750 lr:0.0003 alpha:0.01485 +2026-02-10 23:22:34 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:946.50 total_reward_ma:637.26 loss:-6.056 fps:319.1 +frame:1.36e+06 wall_t:4262 t:85000 epi:nan +opt_step:84375 lr:0.0003 alpha:0.01466 +2026-02-10 23:23:04 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:938.75 total_reward_ma:643.93 loss:-6.167 fps:319.1 +frame:1.37e+06 wall_t:4293 t:85625 epi:nan +opt_step:85000 lr:0.0003 alpha:0.01466 +2026-02-10 23:23:35 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:969.50 total_reward_ma:650.88 loss:-6.435 fps:319.2 +frame:1.38e+06 wall_t:4323 t:86250 epi:nan +opt_step:85625 lr:0.0003 alpha:0.01441 +2026-02-10 23:24:06 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:987.75 total_reward_ma:658.03 loss:-5.887 fps:319.2 +frame:1.39e+06 wall_t:4354 t:86875 epi:nan +opt_step:86250 lr:0.0003 alpha:0.01421 +2026-02-10 23:24:38 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:986.75 total_reward_ma:664.89 loss:-5.951 fps:319.2 +frame:1.40e+06 wall_t:4386 t:87500 epi:nan +opt_step:86875 lr:0.0003 alpha:0.01446 +2026-02-10 23:25:09 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:1016.00 total_reward_ma:672.07 loss:-5.54 fps:319.2 +frame:1.41e+06 wall_t:4417 t:88125 epi:nan +opt_step:87500 lr:0.0003 alpha:0.01494 +2026-02-10 23:25:40 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:1011.25 total_reward_ma:679.28 loss:-5.903 fps:319.2 +frame:1.42e+06 wall_t:4448 t:88750 epi:nan +opt_step:88125 lr:0.0003 alpha:0.01492 +2026-02-10 23:26:10 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:1046.75 total_reward_ma:686.72 loss:-6.011 fps:319.3 +frame:1.43e+06 wall_t:4478 t:89375 epi:nan +opt_step:88750 lr:0.0003 alpha:0.01557 +2026-02-10 23:26:42 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:1043.75 total_reward_ma:694.12 loss:-5.662 fps:319.3 +frame:1.44e+06 wall_t:4510 t:90000 epi:nan +opt_step:89375 lr:0.0003 alpha:0.01679 +2026-02-10 23:27:13 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:1073.75 total_reward_ma:701.82 loss:-6.149 fps:319.3 +frame:1.45e+06 wall_t:4541 t:90625 epi:nan +opt_step:90000 lr:0.0003 alpha:0.01726 +2026-02-10 23:27:44 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:1109.75 total_reward_ma:709.82 loss:-5.849 fps:319.3 +frame:1.46e+06 wall_t:4572 t:91250 epi:nan +opt_step:90625 lr:0.0003 alpha:0.01737 +2026-02-10 23:28:15 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:1121.00 total_reward_ma:717.99 loss:-5.851 fps:319.4 +frame:1.47e+06 wall_t:4603 t:91875 epi:nan +opt_step:91250 lr:0.0003 alpha:0.01735 +2026-02-10 23:28:46 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:1139.00 total_reward_ma:726.34 loss:-5.533 fps:319.4 +frame:1.48e+06 wall_t:4634 t:92500 epi:nan +opt_step:91875 lr:0.0003 alpha:0.01769 +2026-02-10 23:29:17 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:1150.50 total_reward_ma:734.71 loss:-5.521 fps:319.4 +frame:1.49e+06 wall_t:4665 t:93125 epi:nan +opt_step:92500 lr:0.0003 alpha:0.01729 +2026-02-10 23:29:48 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:1171.25 total_reward_ma:743.25 loss:-5.669 fps:319.4 +frame:1.50e+06 wall_t:4696 t:93750 epi:nan +opt_step:93125 lr:0.0003 alpha:0.0173 +2026-02-10 23:30:19 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:1170.00 total_reward_ma:751.62 loss:-5.66 fps:319.4 +frame:1.51e+06 wall_t:4727 t:94375 epi:nan +opt_step:93750 lr:0.0003 alpha:0.01736 +2026-02-10 23:30:50 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:1178.25 total_reward_ma:759.80 loss:-5.725 fps:319.5 +frame:1.52e+06 wall_t:4758 t:95000 epi:nan +opt_step:94375 lr:0.0003 alpha:0.01792 +2026-02-10 23:31:21 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:1174.75 total_reward_ma:767.74 loss:-5.672 fps:319.5 +frame:1.53e+06 wall_t:4789 t:95625 epi:nan +opt_step:95000 lr:0.0003 alpha:0.01824 +2026-02-10 23:31:52 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:1169.25 total_reward_ma:775.48 loss:-5.678 fps:319.5 +frame:1.54e+06 wall_t:4820 t:96250 epi:nan +opt_step:95625 lr:0.0003 alpha:0.01821 +2026-02-10 23:32:23 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:1173.50 total_reward_ma:782.94 loss:-5.556 fps:319.5 +frame:1.55e+06 wall_t:4851 t:96875 epi:nan +opt_step:96250 lr:0.0003 alpha:0.01857 +2026-02-10 23:32:54 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:1169.75 total_reward_ma:790.26 loss:-5.712 fps:319.5 +frame:1.56e+06 wall_t:4882 t:97500 epi:nan +opt_step:96875 lr:0.0003 alpha:0.01858 +2026-02-10 23:33:26 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:1180.00 total_reward_ma:797.57 loss:-5.574 fps:319.5 +frame:1.57e+06 wall_t:4914 t:98125 epi:nan +opt_step:97500 lr:0.0003 alpha:0.01895 +2026-02-10 23:33:56 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:1164.50 total_reward_ma:804.46 loss:-5.725 fps:319.6 +frame:1.58e+06 wall_t:4944 t:98750 epi:nan +opt_step:98125 lr:0.0003 alpha:0.0183 +2026-02-10 23:34:27 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:1173.00 total_reward_ma:811.27 loss:-5.538 fps:319.6 +frame:1.59e+06 wall_t:4975 t:99375 epi:nan +opt_step:98750 lr:0.0003 alpha:0.01748 +2026-02-10 23:34:58 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:1168.00 total_reward_ma:817.85 loss:-5.468 fps:319.6 +frame:1.60e+06 wall_t:5006 t:100000 epi:nan +opt_step:99375 lr:0.0003 alpha:0.0177 +2026-02-10 23:35:29 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:1174.25 total_reward_ma:824.27 loss:-5.458 fps:319.6 +frame:1.61e+06 wall_t:5037 t:100625 epi:nan +opt_step:100000 lr:0.0003 alpha:0.01809 +2026-02-10 23:36:01 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:1172.50 total_reward_ma:830.44 loss:-5.679 fps:319.6 +frame:1.62e+06 wall_t:5069 t:101250 epi:nan +opt_step:100625 lr:0.0003 alpha:0.01925 +2026-02-10 23:36:32 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:1163.00 total_reward_ma:836.39 loss:-5.65 fps:319.6 +frame:1.63e+06 wall_t:5100 t:101875 epi:nan +opt_step:101250 lr:0.0003 alpha:0.01891 +2026-02-10 23:37:03 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:1134.75 total_reward_ma:841.95 loss:-5.716 fps:319.6 +frame:1.64e+06 wall_t:5131 t:102500 epi:nan +opt_step:101875 lr:0.0003 alpha:0.01823 +2026-02-10 23:37:34 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:1136.75 total_reward_ma:847.38 loss:-5.409 fps:319.6 +frame:1.65e+06 wall_t:5162 t:103125 epi:nan +opt_step:102500 lr:0.0003 alpha:0.01772 +2026-02-10 23:38:05 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:1151.25 total_reward_ma:852.72 loss:-5.791 fps:319.7 +frame:1.66e+06 wall_t:5193 t:103750 epi:nan +opt_step:103125 lr:0.0003 alpha:0.01824 +2026-02-10 23:38:37 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:1168.50 total_reward_ma:858.24 loss:-5.916 fps:319.6 +frame:1.67e+06 wall_t:5225 t:104375 epi:nan +opt_step:103750 lr:0.0003 alpha:0.01918 +2026-02-10 23:39:08 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:1192.25 total_reward_ma:864.17 loss:-5.546 fps:319.6 +frame:1.68e+06 wall_t:5256 t:105000 epi:nan +opt_step:104375 lr:0.0003 alpha:0.01911 +2026-02-10 23:39:39 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:1203.50 total_reward_ma:870.44 loss:-5.815 fps:319.7 +frame:1.69e+06 wall_t:5287 t:105625 epi:nan +opt_step:105000 lr:0.0003 alpha:0.01959 +2026-02-10 23:40:10 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:1196.00 total_reward_ma:876.95 loss:-5.747 fps:319.6 +frame:1.70e+06 wall_t:5319 t:106250 epi:nan +opt_step:105625 lr:0.0003 alpha:0.01942 +2026-02-10 23:40:41 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:1178.25 total_reward_ma:883.75 loss:-5.813 fps:319.7 +frame:1.71e+06 wall_t:5349 t:106875 epi:nan +opt_step:106250 lr:0.0003 alpha:0.01982 +2026-02-10 23:41:12 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:1186.75 total_reward_ma:890.85 loss:-5.33 fps:319.7 +frame:1.72e+06 wall_t:5380 t:107500 epi:nan +opt_step:106875 lr:0.0003 alpha:0.02016 +2026-02-10 23:41:44 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:1182.75 total_reward_ma:897.96 loss:-5.654 fps:319.7 +frame:1.73e+06 wall_t:5412 t:108125 epi:nan +opt_step:107500 lr:0.0003 alpha:0.01952 +2026-02-10 23:42:15 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:1191.25 total_reward_ma:904.94 loss:-5.649 fps:319.7 +frame:1.74e+06 wall_t:5443 t:108750 epi:nan +opt_step:108125 lr:0.0003 alpha:0.02002 +2026-02-10 23:42:46 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:1175.00 total_reward_ma:911.53 loss:-5.519 fps:319.7 +frame:1.75e+06 wall_t:5474 t:109375 epi:nan +opt_step:108750 lr:0.0003 alpha:0.02092 +2026-02-10 23:43:17 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:1191.00 total_reward_ma:918.27 loss:-5.487 fps:319.7 +frame:1.76e+06 wall_t:5505 t:110000 epi:nan +opt_step:109375 lr:0.0003 alpha:0.02077 +2026-02-10 23:43:48 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:1232.50 total_reward_ma:925.16 loss:-5.757 fps:319.7 +frame:1.77e+06 wall_t:5536 t:110625 epi:nan +opt_step:110000 lr:0.0003 alpha:0.02116 +2026-02-10 23:44:19 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:1275.25 total_reward_ma:932.29 loss:-5.524 fps:319.7 +frame:1.78e+06 wall_t:5567 t:111250 epi:nan +opt_step:110625 lr:0.0003 alpha:0.02137 +2026-02-10 23:44:51 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:1282.25 total_reward_ma:939.21 loss:-5.362 fps:319.7 +frame:1.79e+06 wall_t:5599 t:111875 epi:nan +opt_step:111250 lr:0.0003 alpha:0.02132 +2026-02-10 23:45:22 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:1316.50 total_reward_ma:946.21 loss:-5.954 fps:319.7 +frame:1.80e+06 wall_t:5630 t:112500 epi:nan +opt_step:111875 lr:0.0003 alpha:0.02093 +2026-02-10 23:45:53 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:1330.00 total_reward_ma:952.87 loss:-5.837 fps:319.7 +frame:1.81e+06 wall_t:5661 t:113125 epi:nan +opt_step:112500 lr:0.0003 alpha:0.02092 +2026-02-10 23:46:24 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:1361.00 total_reward_ma:959.72 loss:-5.822 fps:319.7 +frame:1.82e+06 wall_t:5692 t:113750 epi:nan +opt_step:113125 lr:0.0003 alpha:0.02118 +2026-02-10 23:46:55 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:1344.25 total_reward_ma:966.09 loss:-5.667 fps:319.8 +frame:1.83e+06 wall_t:5723 t:114375 epi:nan +opt_step:113750 lr:0.0003 alpha:0.02148 +2026-02-10 23:47:26 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:1373.25 total_reward_ma:972.75 loss:-5.722 fps:319.8 +frame:1.84e+06 wall_t:5754 t:115000 epi:nan +opt_step:114375 lr:0.0003 alpha:0.02057 +2026-02-10 23:47:57 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:1386.00 total_reward_ma:979.38 loss:-5.737 fps:319.8 +frame:1.85e+06 wall_t:5785 t:115625 epi:nan +opt_step:115000 lr:0.0003 alpha:0.02053 +2026-02-10 23:48:28 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:1390.25 total_reward_ma:985.98 loss:-5.771 fps:319.8 +frame:1.86e+06 wall_t:5816 t:116250 epi:nan +opt_step:115625 lr:0.0003 alpha:0.02025 +2026-02-10 23:48:58 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:1411.25 total_reward_ma:992.92 loss:-5.956 fps:319.9 +frame:1.87e+06 wall_t:5846 t:116875 epi:nan +opt_step:116250 lr:0.0003 alpha:0.01968 +2026-02-10 23:49:29 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:1437.00 total_reward_ma:1000.43 loss:-5.986 fps:319.9 +frame:1.88e+06 wall_t:5877 t:117500 epi:nan +opt_step:116875 lr:0.0003 alpha:0.01991 +2026-02-10 23:49:59 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:1441.25 total_reward_ma:1008.29 loss:-6.047 fps:320 +frame:1.89e+06 wall_t:5907 t:118125 epi:nan +opt_step:117500 lr:0.0003 alpha:0.02038 +2026-02-10 23:50:30 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:1472.25 total_reward_ma:1016.41 loss:-6.367 fps:320 +frame:1.90e+06 wall_t:5938 t:118750 epi:nan +opt_step:118125 lr:0.0003 alpha:0.02014 +2026-02-10 23:51:01 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:1497.25 total_reward_ma:1024.90 loss:-6.344 fps:320 +frame:1.91e+06 wall_t:5969 t:119375 epi:nan +opt_step:118750 lr:0.0003 alpha:0.01994 +2026-02-10 23:51:32 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:1501.00 total_reward_ma:1033.36 loss:-6.268 fps:320 +frame:1.92e+06 wall_t:6000 t:120000 epi:nan +opt_step:119375 lr:0.0003 alpha:0.01927 +2026-02-10 23:52:03 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:1500.75 total_reward_ma:1041.56 loss:-5.92 fps:320 +frame:1.93e+06 wall_t:6031 t:120625 epi:nan +opt_step:120000 lr:0.0003 alpha:0.01949 +2026-02-10 23:52:34 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:1461.75 total_reward_ma:1049.46 loss:-5.695 fps:320 +frame:1.94e+06 wall_t:6062 t:121250 epi:nan +opt_step:120625 lr:0.0003 alpha:0.01884 +2026-02-10 23:53:04 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:1424.00 total_reward_ma:1056.88 loss:-6.207 fps:320.1 +frame:1.95e+06 wall_t:6092 t:121875 epi:nan +opt_step:121250 lr:0.0003 alpha:0.01873 +2026-02-10 23:53:35 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:1447.00 total_reward_ma:1063.94 loss:-5.919 fps:320.1 +frame:1.96e+06 wall_t:6123 t:122500 epi:nan +opt_step:121875 lr:0.0003 alpha:0.01893 +2026-02-10 23:54:06 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:1439.00 total_reward_ma:1070.66 loss:-5.859 fps:320.1 +frame:1.97e+06 wall_t:6154 t:123125 epi:nan +opt_step:122500 lr:0.0003 alpha:0.0187 +2026-02-10 23:54:35 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:1435.00 total_reward_ma:1077.27 loss:-5.918 fps:320.2 +frame:1.98e+06 wall_t:6183 t:123750 epi:nan +opt_step:123125 lr:0.0003 alpha:0.01847 +2026-02-10 23:54:56 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:1420.75 total_reward_ma:1083.60 loss:-5.672 fps:320.7 +frame:1.99e+06 wall_t:6205 t:124375 epi:nan +opt_step:123750 lr:0.0003 alpha:0.01915 +2026-02-10 23:55:18 | INFO | PID:1370 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:1475.75 total_reward_ma:1090.25 loss:-6.054 fps:321.2 +frame:2.00e+06 wall_t:6226 t:125000 epi:nan +opt_step:124375 lr:0.0003 alpha:0.01898 +2026-02-10 23:55:19 | INFO | PID:1370 | slm_lab.lib.logger:info | Session 0 done diff --git a/data/sac_atari_qbert_2026_02_10_221123/log/sac_atari_qbert_t0_s1.log b/data/sac_atari_qbert_2026_02_10_221123/log/sac_atari_qbert_t0_s1.log new file mode 100644 index 0000000000000000000000000000000000000000..30104f39997f6d707c948ba84225e820e9be4172 --- /dev/null +++ b/data/sac_atari_qbert_2026_02_10_221123/log/sac_atari_qbert_t0_s1.log @@ -0,0 +1,802 @@ +2026-02-10 22:11:29 | INFO | PID:1371 | slm_lab.env:_make_vector_env | AtariVectorEnv: 16 envs, native preprocessing +2026-02-10 22:12:25 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:98.91 total_reward_ma:98.91 loss:nan fps:188.7 +frame:1.00e+04 wall_t:53 t:625 epi:nan +opt_step:0 lr:0.0003 alpha:1 +2026-02-10 22:12:57 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:128.85 total_reward_ma:113.88 loss:-7.28 fps:235.3 +frame:2.00e+04 wall_t:85 t:1250 epi:nan +opt_step:625 lr:0.0003 alpha:0.8347 +2026-02-10 22:13:27 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:137.35 total_reward_ma:121.70 loss:-10.62 fps:260.9 +frame:3.00e+04 wall_t:115 t:1875 epi:nan +opt_step:1250 lr:0.0003 alpha:0.7061 +2026-02-10 22:13:58 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:143.25 total_reward_ma:127.09 loss:-13.6 fps:272.1 +frame:4.00e+04 wall_t:147 t:2500 epi:nan +opt_step:1875 lr:0.0003 alpha:0.6028 +2026-02-10 22:14:30 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:128.75 total_reward_ma:127.42 loss:-15.93 fps:280.9 +frame:5.00e+04 wall_t:178 t:3125 epi:nan +opt_step:2500 lr:0.0003 alpha:0.5179 +2026-02-10 22:15:02 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:161.25 total_reward_ma:133.06 loss:-17.63 fps:285.7 +frame:6.00e+04 wall_t:210 t:3750 epi:nan +opt_step:3125 lr:0.0003 alpha:0.4469 +2026-02-10 22:15:33 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:167.00 total_reward_ma:137.91 loss:-18.75 fps:290.5 +frame:7.00e+04 wall_t:241 t:4375 epi:nan +opt_step:3750 lr:0.0003 alpha:0.3869 +2026-02-10 22:16:04 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:174.50 total_reward_ma:142.48 loss:-19.6 fps:294.1 +frame:8.00e+04 wall_t:272 t:5000 epi:nan +opt_step:4375 lr:0.0003 alpha:0.3357 +2026-02-10 22:16:36 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:153.75 total_reward_ma:143.73 loss:-21.02 fps:296.1 +frame:9.00e+04 wall_t:304 t:5625 epi:nan +opt_step:5000 lr:0.0003 alpha:0.2917 +2026-02-10 22:17:07 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:165.00 total_reward_ma:145.86 loss:-21.36 fps:298.5 +frame:1.00e+05 wall_t:335 t:6250 epi:nan +opt_step:5625 lr:0.0003 alpha:0.2537 +2026-02-10 22:17:38 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:166.00 total_reward_ma:147.69 loss:-22.81 fps:300.5 +frame:1.10e+05 wall_t:366 t:6875 epi:nan +opt_step:6250 lr:0.0003 alpha:0.2209 +2026-02-10 22:18:10 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:169.50 total_reward_ma:149.51 loss:-22.72 fps:301.5 +frame:1.20e+05 wall_t:398 t:7500 epi:nan +opt_step:6875 lr:0.0003 alpha:0.1924 +2026-02-10 22:18:40 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:145.00 total_reward_ma:149.16 loss:-22.32 fps:303.7 +frame:1.30e+05 wall_t:428 t:8125 epi:nan +opt_step:7500 lr:0.0003 alpha:0.1676 +2026-02-10 22:19:11 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:158.75 total_reward_ma:149.85 loss:-22.82 fps:305 +frame:1.40e+05 wall_t:459 t:8750 epi:nan +opt_step:8125 lr:0.0003 alpha:0.1461 +2026-02-10 22:19:43 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:168.75 total_reward_ma:151.11 loss:-21.5 fps:305.5 +frame:1.50e+05 wall_t:491 t:9375 epi:nan +opt_step:8750 lr:0.0003 alpha:0.1274 +2026-02-10 22:20:14 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:175.75 total_reward_ma:152.65 loss:-22.48 fps:306.5 +frame:1.60e+05 wall_t:522 t:10000 epi:nan +opt_step:9375 lr:0.0003 alpha:0.1112 +2026-02-10 22:20:46 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:157.25 total_reward_ma:152.92 loss:-21.47 fps:306.9 +frame:1.70e+05 wall_t:554 t:10625 epi:nan +opt_step:10000 lr:0.0003 alpha:0.09698 +2026-02-10 22:21:17 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:159.50 total_reward_ma:153.28 loss:-20.88 fps:307.7 +frame:1.80e+05 wall_t:585 t:11250 epi:nan +opt_step:10625 lr:0.0003 alpha:0.08464 +2026-02-10 22:21:48 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:153.75 total_reward_ma:153.31 loss:-20.63 fps:308.4 +frame:1.90e+05 wall_t:616 t:11875 epi:nan +opt_step:11250 lr:0.0003 alpha:0.07388 +2026-02-10 22:22:19 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:148.50 total_reward_ma:153.07 loss:-21 fps:309.1 +frame:2.00e+05 wall_t:647 t:12500 epi:nan +opt_step:11875 lr:0.0003 alpha:0.06453 +2026-02-10 22:22:50 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:159.75 total_reward_ma:153.39 loss:-19.55 fps:309.7 +frame:2.10e+05 wall_t:678 t:13125 epi:nan +opt_step:12500 lr:0.0003 alpha:0.05639 +2026-02-10 22:23:21 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:165.75 total_reward_ma:153.95 loss:-19.24 fps:310.3 +frame:2.20e+05 wall_t:709 t:13750 epi:nan +opt_step:13125 lr:0.0003 alpha:0.04925 +2026-02-10 22:23:52 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:175.25 total_reward_ma:154.87 loss:-19.21 fps:310.8 +frame:2.30e+05 wall_t:740 t:14375 epi:nan +opt_step:13750 lr:0.0003 alpha:0.04303 +2026-02-10 22:24:23 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:180.25 total_reward_ma:155.93 loss:-17.87 fps:311.3 +frame:2.40e+05 wall_t:771 t:15000 epi:nan +opt_step:14375 lr:0.0003 alpha:0.03766 +2026-02-10 22:24:54 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:180.25 total_reward_ma:156.90 loss:-18.13 fps:311.7 +frame:2.50e+05 wall_t:802 t:15625 epi:nan +opt_step:15000 lr:0.0003 alpha:0.03309 +2026-02-10 22:25:25 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:195.25 total_reward_ma:158.38 loss:-17.02 fps:312.1 +frame:2.60e+05 wall_t:833 t:16250 epi:nan +opt_step:15625 lr:0.0003 alpha:0.02924 +2026-02-10 22:25:55 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:226.25 total_reward_ma:160.89 loss:-17.29 fps:312.9 +frame:2.70e+05 wall_t:863 t:16875 epi:nan +opt_step:16250 lr:0.0003 alpha:0.02584 +2026-02-10 22:26:27 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:288.25 total_reward_ma:165.44 loss:-16.86 fps:312.8 +frame:2.80e+05 wall_t:895 t:17500 epi:nan +opt_step:16875 lr:0.0003 alpha:0.02308 +2026-02-10 22:26:58 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:321.25 total_reward_ma:170.81 loss:-16.47 fps:313.2 +frame:2.90e+05 wall_t:926 t:18125 epi:nan +opt_step:17500 lr:0.0003 alpha:0.02062 +2026-02-10 22:27:29 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:335.75 total_reward_ma:176.31 loss:-16.36 fps:313.5 +frame:3.00e+05 wall_t:957 t:18750 epi:nan +opt_step:18125 lr:0.0003 alpha:0.01833 +2026-02-10 22:28:00 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:317.00 total_reward_ma:180.85 loss:-15.28 fps:313.8 +frame:3.10e+05 wall_t:988 t:19375 epi:nan +opt_step:18750 lr:0.0003 alpha:0.01643 +2026-02-10 22:28:30 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:293.00 total_reward_ma:184.36 loss:-15.44 fps:314 +frame:3.20e+05 wall_t:1019 t:20000 epi:nan +opt_step:19375 lr:0.0003 alpha:0.01475 +2026-02-10 22:29:02 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:281.25 total_reward_ma:187.29 loss:-14.52 fps:314.3 +frame:3.30e+05 wall_t:1050 t:20625 epi:nan +opt_step:20000 lr:0.0003 alpha:0.01331 +2026-02-10 22:29:33 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:273.00 total_reward_ma:189.81 loss:-14.67 fps:314.5 +frame:3.40e+05 wall_t:1081 t:21250 epi:nan +opt_step:20625 lr:0.0003 alpha:0.0121 +2026-02-10 22:30:03 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:270.50 total_reward_ma:192.12 loss:-14.49 fps:314.7 +frame:3.50e+05 wall_t:1112 t:21875 epi:nan +opt_step:21250 lr:0.0003 alpha:0.01085 +2026-02-10 22:30:34 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:277.75 total_reward_ma:194.50 loss:-14.12 fps:315.2 +frame:3.60e+05 wall_t:1142 t:22500 epi:nan +opt_step:21875 lr:0.0003 alpha:0.009836 +2026-02-10 22:31:05 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:286.25 total_reward_ma:196.98 loss:-14.27 fps:315.4 +frame:3.70e+05 wall_t:1173 t:23125 epi:nan +opt_step:22500 lr:0.0003 alpha:0.009059 +2026-02-10 22:31:36 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:304.75 total_reward_ma:199.81 loss:-14.04 fps:315.6 +frame:3.80e+05 wall_t:1204 t:23750 epi:nan +opt_step:23125 lr:0.0003 alpha:0.008212 +2026-02-10 22:32:06 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:338.00 total_reward_ma:203.36 loss:-13.7 fps:316 +frame:3.90e+05 wall_t:1234 t:24375 epi:nan +opt_step:23750 lr:0.0003 alpha:0.007441 +2026-02-10 22:32:37 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:343.00 total_reward_ma:206.85 loss:-13.66 fps:316.2 +frame:4.00e+05 wall_t:1265 t:25000 epi:nan +opt_step:24375 lr:0.0003 alpha:0.007113 +2026-02-10 22:33:08 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:328.75 total_reward_ma:209.82 loss:-13.26 fps:316.4 +frame:4.10e+05 wall_t:1296 t:25625 epi:nan +opt_step:25000 lr:0.0003 alpha:0.006774 +2026-02-10 22:33:38 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:320.00 total_reward_ma:212.44 loss:-13.15 fps:316.7 +frame:4.20e+05 wall_t:1326 t:26250 epi:nan +opt_step:25625 lr:0.0003 alpha:0.006758 +2026-02-10 22:34:08 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:311.00 total_reward_ma:214.74 loss:-12.72 fps:316.9 +frame:4.30e+05 wall_t:1357 t:26875 epi:nan +opt_step:26250 lr:0.0003 alpha:0.006738 +2026-02-10 22:34:40 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:298.50 total_reward_ma:216.64 loss:-12.35 fps:317 +frame:4.40e+05 wall_t:1388 t:27500 epi:nan +opt_step:26875 lr:0.0003 alpha:0.006738 +2026-02-10 22:35:10 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:321.00 total_reward_ma:218.96 loss:-12.09 fps:317.3 +frame:4.50e+05 wall_t:1418 t:28125 epi:nan +opt_step:27500 lr:0.0003 alpha:0.006854 +2026-02-10 22:35:41 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:328.75 total_reward_ma:221.34 loss:-12.19 fps:317.5 +frame:4.60e+05 wall_t:1449 t:28750 epi:nan +opt_step:28125 lr:0.0003 alpha:0.006867 +2026-02-10 22:36:12 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:344.75 total_reward_ma:223.97 loss:-11.45 fps:317.6 +frame:4.70e+05 wall_t:1480 t:29375 epi:nan +opt_step:28750 lr:0.0003 alpha:0.00728 +2026-02-10 22:36:42 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:359.50 total_reward_ma:226.79 loss:-11.47 fps:317.9 +frame:4.80e+05 wall_t:1510 t:30000 epi:nan +opt_step:29375 lr:0.0003 alpha:0.007285 +2026-02-10 22:37:13 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:398.00 total_reward_ma:230.29 loss:-11.24 fps:318 +frame:4.90e+05 wall_t:1541 t:30625 epi:nan +opt_step:30000 lr:0.0003 alpha:0.008253 +2026-02-10 22:37:43 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:420.25 total_reward_ma:234.09 loss:-11.02 fps:318.3 +frame:5.00e+05 wall_t:1571 t:31250 epi:nan +opt_step:30625 lr:0.0003 alpha:0.008039 +2026-02-10 22:38:15 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:419.50 total_reward_ma:237.72 loss:-11.12 fps:318.2 +frame:5.10e+05 wall_t:1603 t:31875 epi:nan +opt_step:31250 lr:0.0003 alpha:0.008689 +2026-02-10 22:38:45 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:425.75 total_reward_ma:241.34 loss:-10.57 fps:318.4 +frame:5.20e+05 wall_t:1633 t:32500 epi:nan +opt_step:31875 lr:0.0003 alpha:0.009848 +2026-02-10 22:39:17 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:447.00 total_reward_ma:245.22 loss:-10.89 fps:318.3 +frame:5.30e+05 wall_t:1665 t:33125 epi:nan +opt_step:32500 lr:0.0003 alpha:0.01052 +2026-02-10 22:39:47 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:451.00 total_reward_ma:249.03 loss:-10.64 fps:318.6 +frame:5.40e+05 wall_t:1695 t:33750 epi:nan +opt_step:33125 lr:0.0003 alpha:0.01105 +2026-02-10 22:40:18 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:457.25 total_reward_ma:252.82 loss:-10.59 fps:318.7 +frame:5.50e+05 wall_t:1726 t:34375 epi:nan +opt_step:33750 lr:0.0003 alpha:0.01151 +2026-02-10 22:40:49 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:462.75 total_reward_ma:256.56 loss:-10.15 fps:318.7 +frame:5.60e+05 wall_t:1757 t:35000 epi:nan +opt_step:34375 lr:0.0003 alpha:0.01145 +2026-02-10 22:41:20 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:512.75 total_reward_ma:261.06 loss:-10.06 fps:318.8 +frame:5.70e+05 wall_t:1788 t:35625 epi:nan +opt_step:35000 lr:0.0003 alpha:0.01188 +2026-02-10 22:41:51 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:552.25 total_reward_ma:266.08 loss:-9.901 fps:318.9 +frame:5.80e+05 wall_t:1819 t:36250 epi:nan +opt_step:35625 lr:0.0003 alpha:0.01309 +2026-02-10 22:42:21 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:576.00 total_reward_ma:271.33 loss:-10.02 fps:319.1 +frame:5.90e+05 wall_t:1849 t:36875 epi:nan +opt_step:36250 lr:0.0003 alpha:0.01351 +2026-02-10 22:42:52 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:584.75 total_reward_ma:276.56 loss:-9.543 fps:319.1 +frame:6.00e+05 wall_t:1880 t:37500 epi:nan +opt_step:36875 lr:0.0003 alpha:0.01323 +2026-02-10 22:43:22 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:613.50 total_reward_ma:282.08 loss:-9.641 fps:319.2 +frame:6.10e+05 wall_t:1911 t:38125 epi:nan +opt_step:37500 lr:0.0003 alpha:0.01344 +2026-02-10 22:43:53 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:657.00 total_reward_ma:288.13 loss:-9.808 fps:319.3 +frame:6.20e+05 wall_t:1942 t:38750 epi:nan +opt_step:38125 lr:0.0003 alpha:0.0138 +2026-02-10 22:44:24 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:665.25 total_reward_ma:294.11 loss:-9.462 fps:319.5 +frame:6.30e+05 wall_t:1972 t:39375 epi:nan +opt_step:38750 lr:0.0003 alpha:0.01388 +2026-02-10 22:44:55 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:654.75 total_reward_ma:299.75 loss:-9.332 fps:319.5 +frame:6.40e+05 wall_t:2003 t:40000 epi:nan +opt_step:39375 lr:0.0003 alpha:0.01377 +2026-02-10 22:45:26 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:614.00 total_reward_ma:304.58 loss:-9.283 fps:319.6 +frame:6.50e+05 wall_t:2034 t:40625 epi:nan +opt_step:40000 lr:0.0003 alpha:0.01308 +2026-02-10 22:45:57 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:616.50 total_reward_ma:309.31 loss:-9.02 fps:319.6 +frame:6.60e+05 wall_t:2065 t:41250 epi:nan +opt_step:40625 lr:0.0003 alpha:0.0129 +2026-02-10 22:46:27 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:600.25 total_reward_ma:313.65 loss:-8.939 fps:319.8 +frame:6.70e+05 wall_t:2095 t:41875 epi:nan +opt_step:41250 lr:0.0003 alpha:0.01318 +2026-02-10 22:46:58 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:604.50 total_reward_ma:317.93 loss:-9.096 fps:319.8 +frame:6.80e+05 wall_t:2126 t:42500 epi:nan +opt_step:41875 lr:0.0003 alpha:0.01317 +2026-02-10 22:47:29 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:598.00 total_reward_ma:321.99 loss:-8.977 fps:319.9 +frame:6.90e+05 wall_t:2157 t:43125 epi:nan +opt_step:42500 lr:0.0003 alpha:0.01389 +2026-02-10 22:48:01 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:637.00 total_reward_ma:326.49 loss:-8.752 fps:319.8 +frame:7.00e+05 wall_t:2189 t:43750 epi:nan +opt_step:43125 lr:0.0003 alpha:0.01445 +2026-02-10 22:48:32 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:635.25 total_reward_ma:330.84 loss:-8.755 fps:319.8 +frame:7.10e+05 wall_t:2220 t:44375 epi:nan +opt_step:43750 lr:0.0003 alpha:0.0151 +2026-02-10 22:49:03 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:648.75 total_reward_ma:335.25 loss:-8.456 fps:319.9 +frame:7.20e+05 wall_t:2251 t:45000 epi:nan +opt_step:44375 lr:0.0003 alpha:0.01451 +2026-02-10 22:49:34 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:656.25 total_reward_ma:339.65 loss:-8.346 fps:319.9 +frame:7.30e+05 wall_t:2282 t:45625 epi:nan +opt_step:45000 lr:0.0003 alpha:0.01488 +2026-02-10 22:50:05 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:673.00 total_reward_ma:344.15 loss:-8.393 fps:319.9 +frame:7.40e+05 wall_t:2313 t:46250 epi:nan +opt_step:45625 lr:0.0003 alpha:0.01486 +2026-02-10 22:50:36 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:669.75 total_reward_ma:348.49 loss:-7.948 fps:320 +frame:7.50e+05 wall_t:2344 t:46875 epi:nan +opt_step:46250 lr:0.0003 alpha:0.01424 +2026-02-10 22:51:08 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:682.25 total_reward_ma:352.89 loss:-7.818 fps:319.9 +frame:7.60e+05 wall_t:2376 t:47500 epi:nan +opt_step:46875 lr:0.0003 alpha:0.01399 +2026-02-10 22:51:39 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:681.75 total_reward_ma:357.16 loss:-8.006 fps:319.9 +frame:7.70e+05 wall_t:2407 t:48125 epi:nan +opt_step:47500 lr:0.0003 alpha:0.014 +2026-02-10 22:52:10 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:678.00 total_reward_ma:361.27 loss:-7.738 fps:319.9 +frame:7.80e+05 wall_t:2438 t:48750 epi:nan +opt_step:48125 lr:0.0003 alpha:0.01362 +2026-02-10 22:52:40 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:679.00 total_reward_ma:365.29 loss:-6.967 fps:320.1 +frame:7.90e+05 wall_t:2468 t:49375 epi:nan +opt_step:48750 lr:0.0003 alpha:0.01378 +2026-02-10 22:53:11 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:669.00 total_reward_ma:369.09 loss:-6.991 fps:320.1 +frame:8.00e+05 wall_t:2499 t:50000 epi:nan +opt_step:49375 lr:0.0003 alpha:0.01348 +2026-02-10 22:53:42 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:648.25 total_reward_ma:372.54 loss:-6.935 fps:320.2 +frame:8.10e+05 wall_t:2530 t:50625 epi:nan +opt_step:50000 lr:0.0003 alpha:0.01361 +2026-02-10 22:54:13 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:675.00 total_reward_ma:376.22 loss:-6.955 fps:320.2 +frame:8.20e+05 wall_t:2561 t:51250 epi:nan +opt_step:50625 lr:0.0003 alpha:0.0141 +2026-02-10 22:54:44 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:658.00 total_reward_ma:379.62 loss:-6.846 fps:320.2 +frame:8.30e+05 wall_t:2592 t:51875 epi:nan +opt_step:51250 lr:0.0003 alpha:0.01435 +2026-02-10 22:55:15 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:692.00 total_reward_ma:383.34 loss:-7.024 fps:320.2 +frame:8.40e+05 wall_t:2623 t:52500 epi:nan +opt_step:51875 lr:0.0003 alpha:0.01459 +2026-02-10 22:55:46 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:678.25 total_reward_ma:386.81 loss:-6.818 fps:320.3 +frame:8.50e+05 wall_t:2654 t:53125 epi:nan +opt_step:52500 lr:0.0003 alpha:0.01489 +2026-02-10 22:56:17 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:684.50 total_reward_ma:390.27 loss:-6.952 fps:320.3 +frame:8.60e+05 wall_t:2685 t:53750 epi:nan +opt_step:53125 lr:0.0003 alpha:0.01545 +2026-02-10 22:56:48 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:690.25 total_reward_ma:393.72 loss:-6.453 fps:320.3 +frame:8.70e+05 wall_t:2716 t:54375 epi:nan +opt_step:53750 lr:0.0003 alpha:0.01618 +2026-02-10 22:57:19 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:692.25 total_reward_ma:397.11 loss:-6.777 fps:320.3 +frame:8.80e+05 wall_t:2747 t:55000 epi:nan +opt_step:54375 lr:0.0003 alpha:0.01524 +2026-02-10 22:57:49 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:649.50 total_reward_ma:399.95 loss:-6.766 fps:320.5 +frame:8.90e+05 wall_t:2777 t:55625 epi:nan +opt_step:55000 lr:0.0003 alpha:0.01625 +2026-02-10 22:58:20 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:664.25 total_reward_ma:402.88 loss:-6.995 fps:320.5 +frame:9.00e+05 wall_t:2808 t:56250 epi:nan +opt_step:55625 lr:0.0003 alpha:0.01601 +2026-02-10 22:58:51 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:651.75 total_reward_ma:405.62 loss:-6.573 fps:320.5 +frame:9.10e+05 wall_t:2839 t:56875 epi:nan +opt_step:56250 lr:0.0003 alpha:0.0157 +2026-02-10 22:59:21 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:664.00 total_reward_ma:408.43 loss:-6.286 fps:320.7 +frame:9.20e+05 wall_t:2869 t:57500 epi:nan +opt_step:56875 lr:0.0003 alpha:0.01546 +2026-02-10 22:59:52 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:669.25 total_reward_ma:411.23 loss:-6.615 fps:320.7 +frame:9.30e+05 wall_t:2900 t:58125 epi:nan +opt_step:57500 lr:0.0003 alpha:0.01525 +2026-02-10 23:00:23 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:682.50 total_reward_ma:414.12 loss:-6.608 fps:320.7 +frame:9.40e+05 wall_t:2931 t:58750 epi:nan +opt_step:58125 lr:0.0003 alpha:0.01471 +2026-02-10 23:00:55 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:675.75 total_reward_ma:416.87 loss:-6.774 fps:320.6 +frame:9.50e+05 wall_t:2963 t:59375 epi:nan +opt_step:58750 lr:0.0003 alpha:0.0146 +2026-02-10 23:01:25 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:678.00 total_reward_ma:419.59 loss:-6.51 fps:320.7 +frame:9.60e+05 wall_t:2993 t:60000 epi:nan +opt_step:59375 lr:0.0003 alpha:0.0143 +2026-02-10 23:01:56 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:679.50 total_reward_ma:422.27 loss:-6.579 fps:320.8 +frame:9.70e+05 wall_t:3024 t:60625 epi:nan +opt_step:60000 lr:0.0003 alpha:0.01395 +2026-02-10 23:02:27 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:667.50 total_reward_ma:424.77 loss:-6.704 fps:320.8 +frame:9.80e+05 wall_t:3055 t:61250 epi:nan +opt_step:60625 lr:0.0003 alpha:0.0147 +2026-02-10 23:02:57 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:649.00 total_reward_ma:427.04 loss:-6.489 fps:320.9 +frame:9.90e+05 wall_t:3085 t:61875 epi:nan +opt_step:61250 lr:0.0003 alpha:0.01438 +2026-02-10 23:03:28 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:640.50 total_reward_ma:429.17 loss:-6.552 fps:320.9 +frame:1.00e+06 wall_t:3116 t:62500 epi:nan +opt_step:61875 lr:0.0003 alpha:0.01428 +2026-02-10 23:03:59 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:642.00 total_reward_ma:434.60 loss:-6.285 fps:320.9 +frame:1.01e+06 wall_t:3147 t:63125 epi:nan +opt_step:62500 lr:0.0003 alpha:0.01421 +2026-02-10 23:04:30 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:648.25 total_reward_ma:439.80 loss:-6.312 fps:321 +frame:1.02e+06 wall_t:3178 t:63750 epi:nan +opt_step:63125 lr:0.0003 alpha:0.01466 +2026-02-10 23:05:00 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:665.25 total_reward_ma:445.08 loss:-6.298 fps:321 +frame:1.03e+06 wall_t:3209 t:64375 epi:nan +opt_step:63750 lr:0.0003 alpha:0.0144 +2026-02-10 23:05:31 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:679.50 total_reward_ma:450.44 loss:-6.402 fps:321.1 +frame:1.04e+06 wall_t:3239 t:65000 epi:nan +opt_step:64375 lr:0.0003 alpha:0.01442 +2026-02-10 23:06:02 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:699.00 total_reward_ma:456.14 loss:-6.267 fps:321.1 +frame:1.05e+06 wall_t:3270 t:65625 epi:nan +opt_step:65000 lr:0.0003 alpha:0.01438 +2026-02-10 23:06:33 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:718.50 total_reward_ma:461.71 loss:-6.68 fps:321.1 +frame:1.06e+06 wall_t:3301 t:66250 epi:nan +opt_step:65625 lr:0.0003 alpha:0.01374 +2026-02-10 23:07:03 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:751.50 total_reward_ma:467.56 loss:-6.356 fps:321.2 +frame:1.07e+06 wall_t:3331 t:66875 epi:nan +opt_step:66250 lr:0.0003 alpha:0.01357 +2026-02-10 23:07:33 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:786.00 total_reward_ma:473.67 loss:-6.241 fps:321.3 +frame:1.08e+06 wall_t:3361 t:67500 epi:nan +opt_step:66875 lr:0.0003 alpha:0.01389 +2026-02-10 23:08:04 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:799.00 total_reward_ma:480.12 loss:-6.182 fps:321.3 +frame:1.09e+06 wall_t:3392 t:68125 epi:nan +opt_step:67500 lr:0.0003 alpha:0.01423 +2026-02-10 23:08:34 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:804.50 total_reward_ma:486.52 loss:-5.897 fps:321.4 +frame:1.10e+06 wall_t:3422 t:68750 epi:nan +opt_step:68125 lr:0.0003 alpha:0.01457 +2026-02-10 23:09:05 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:795.00 total_reward_ma:492.81 loss:-5.93 fps:321.5 +frame:1.11e+06 wall_t:3453 t:69375 epi:nan +opt_step:68750 lr:0.0003 alpha:0.01472 +2026-02-10 23:09:35 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:796.00 total_reward_ma:499.08 loss:-5.833 fps:321.6 +frame:1.12e+06 wall_t:3483 t:70000 epi:nan +opt_step:69375 lr:0.0003 alpha:0.015 +2026-02-10 23:10:06 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:800.25 total_reward_ma:505.63 loss:-5.951 fps:321.6 +frame:1.13e+06 wall_t:3514 t:70625 epi:nan +opt_step:70000 lr:0.0003 alpha:0.01496 +2026-02-10 23:10:36 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:809.50 total_reward_ma:512.14 loss:-5.879 fps:321.7 +frame:1.14e+06 wall_t:3544 t:71250 epi:nan +opt_step:70625 lr:0.0003 alpha:0.01504 +2026-02-10 23:11:06 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:810.00 total_reward_ma:518.55 loss:-5.888 fps:321.8 +frame:1.15e+06 wall_t:3574 t:71875 epi:nan +opt_step:71250 lr:0.0003 alpha:0.01526 +2026-02-10 23:11:37 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:795.75 total_reward_ma:524.75 loss:-5.723 fps:321.8 +frame:1.16e+06 wall_t:3605 t:72500 epi:nan +opt_step:71875 lr:0.0003 alpha:0.01574 +2026-02-10 23:12:08 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:782.00 total_reward_ma:530.99 loss:-5.437 fps:321.8 +frame:1.17e+06 wall_t:3636 t:73125 epi:nan +opt_step:72500 lr:0.0003 alpha:0.01626 +2026-02-10 23:12:38 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:768.25 total_reward_ma:537.08 loss:-5.577 fps:321.9 +frame:1.18e+06 wall_t:3666 t:73750 epi:nan +opt_step:73125 lr:0.0003 alpha:0.01614 +2026-02-10 23:13:09 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:765.75 total_reward_ma:543.20 loss:-5.792 fps:321.9 +frame:1.19e+06 wall_t:3697 t:74375 epi:nan +opt_step:73750 lr:0.0003 alpha:0.01592 +2026-02-10 23:13:40 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:759.75 total_reward_ma:549.32 loss:-5.724 fps:321.9 +frame:1.20e+06 wall_t:3728 t:75000 epi:nan +opt_step:74375 lr:0.0003 alpha:0.0162 +2026-02-10 23:14:11 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:738.75 total_reward_ma:555.10 loss:-5.609 fps:321.9 +frame:1.21e+06 wall_t:3759 t:75625 epi:nan +opt_step:75000 lr:0.0003 alpha:0.0157 +2026-02-10 23:14:42 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:709.00 total_reward_ma:560.54 loss:-5.638 fps:321.9 +frame:1.22e+06 wall_t:3790 t:76250 epi:nan +opt_step:75625 lr:0.0003 alpha:0.01681 +2026-02-10 23:15:13 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:686.00 total_reward_ma:565.65 loss:-5.526 fps:321.9 +frame:1.23e+06 wall_t:3821 t:76875 epi:nan +opt_step:76250 lr:0.0003 alpha:0.01658 +2026-02-10 23:15:43 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:656.25 total_reward_ma:570.41 loss:-5.491 fps:321.9 +frame:1.24e+06 wall_t:3852 t:77500 epi:nan +opt_step:76875 lr:0.0003 alpha:0.01622 +2026-02-10 23:16:14 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:668.50 total_reward_ma:575.29 loss:-5.629 fps:322 +frame:1.25e+06 wall_t:3882 t:78125 epi:nan +opt_step:77500 lr:0.0003 alpha:0.01615 +2026-02-10 23:16:45 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:681.00 total_reward_ma:580.15 loss:-5.508 fps:322 +frame:1.26e+06 wall_t:3913 t:78750 epi:nan +opt_step:78125 lr:0.0003 alpha:0.01611 +2026-02-10 23:17:16 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:690.50 total_reward_ma:584.79 loss:-5.49 fps:322 +frame:1.27e+06 wall_t:3944 t:79375 epi:nan +opt_step:78750 lr:0.0003 alpha:0.01616 +2026-02-10 23:17:46 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:694.00 total_reward_ma:588.84 loss:-5.043 fps:322.1 +frame:1.28e+06 wall_t:3974 t:80000 epi:nan +opt_step:79375 lr:0.0003 alpha:0.01609 +2026-02-10 23:18:17 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:695.50 total_reward_ma:592.59 loss:-5.381 fps:322.1 +frame:1.29e+06 wall_t:4005 t:80625 epi:nan +opt_step:80000 lr:0.0003 alpha:0.01637 +2026-02-10 23:18:48 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:704.00 total_reward_ma:596.27 loss:-5.315 fps:322.1 +frame:1.30e+06 wall_t:4036 t:81250 epi:nan +opt_step:80625 lr:0.0003 alpha:0.0163 +2026-02-10 23:19:19 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:748.75 total_reward_ma:600.59 loss:-4.981 fps:322.1 +frame:1.31e+06 wall_t:4067 t:81875 epi:nan +opt_step:81250 lr:0.0003 alpha:0.01549 +2026-02-10 23:19:50 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:772.50 total_reward_ma:605.38 loss:-5.181 fps:322.1 +frame:1.32e+06 wall_t:4098 t:82500 epi:nan +opt_step:81875 lr:0.0003 alpha:0.01573 +2026-02-10 23:20:20 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:776.75 total_reward_ma:610.34 loss:-5.029 fps:322.1 +frame:1.33e+06 wall_t:4129 t:83125 epi:nan +opt_step:82500 lr:0.0003 alpha:0.01612 +2026-02-10 23:20:51 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:842.00 total_reward_ma:616.03 loss:-5.494 fps:322.2 +frame:1.34e+06 wall_t:4159 t:83750 epi:nan +opt_step:83125 lr:0.0003 alpha:0.01632 +2026-02-10 23:21:22 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:836.00 total_reward_ma:621.68 loss:-5.067 fps:322.2 +frame:1.35e+06 wall_t:4190 t:84375 epi:nan +opt_step:83750 lr:0.0003 alpha:0.01594 +2026-02-10 23:21:53 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:849.00 total_reward_ma:627.40 loss:-4.935 fps:322.2 +frame:1.36e+06 wall_t:4221 t:85000 epi:nan +opt_step:84375 lr:0.0003 alpha:0.01613 +2026-02-10 23:22:24 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:861.25 total_reward_ma:633.15 loss:-4.678 fps:322.2 +frame:1.37e+06 wall_t:4252 t:85625 epi:nan +opt_step:85000 lr:0.0003 alpha:0.01585 +2026-02-10 23:22:55 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:886.00 total_reward_ma:638.96 loss:-4.931 fps:322.2 +frame:1.38e+06 wall_t:4283 t:86250 epi:nan +opt_step:85625 lr:0.0003 alpha:0.01561 +2026-02-10 23:23:26 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:884.75 total_reward_ma:644.42 loss:-4.819 fps:322.2 +frame:1.39e+06 wall_t:4314 t:86875 epi:nan +opt_step:86250 lr:0.0003 alpha:0.01656 +2026-02-10 23:23:56 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:915.00 total_reward_ma:650.15 loss:-4.545 fps:322.3 +frame:1.40e+06 wall_t:4344 t:87500 epi:nan +opt_step:86875 lr:0.0003 alpha:0.01657 +2026-02-10 23:24:27 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:917.25 total_reward_ma:656.03 loss:-4.87 fps:322.3 +frame:1.41e+06 wall_t:4375 t:88125 epi:nan +opt_step:87500 lr:0.0003 alpha:0.01675 +2026-02-10 23:24:58 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:943.25 total_reward_ma:662.26 loss:-4.847 fps:322.3 +frame:1.42e+06 wall_t:4406 t:88750 epi:nan +opt_step:88125 lr:0.0003 alpha:0.0167 +2026-02-10 23:25:29 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:984.00 total_reward_ma:668.99 loss:-4.803 fps:322.3 +frame:1.43e+06 wall_t:4437 t:89375 epi:nan +opt_step:88750 lr:0.0003 alpha:0.01698 +2026-02-10 23:26:00 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:998.75 total_reward_ma:675.99 loss:-4.583 fps:322.3 +frame:1.44e+06 wall_t:4468 t:90000 epi:nan +opt_step:89375 lr:0.0003 alpha:0.01674 +2026-02-10 23:26:31 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:1017.25 total_reward_ma:682.96 loss:-4.852 fps:322.3 +frame:1.45e+06 wall_t:4499 t:90625 epi:nan +opt_step:90000 lr:0.0003 alpha:0.01714 +2026-02-10 23:27:01 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:1043.50 total_reward_ma:690.10 loss:-4.687 fps:322.4 +frame:1.46e+06 wall_t:4529 t:91250 epi:nan +opt_step:90625 lr:0.0003 alpha:0.01687 +2026-02-10 23:27:32 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:1031.00 total_reward_ma:696.97 loss:-4.384 fps:322.4 +frame:1.47e+06 wall_t:4560 t:91875 epi:nan +opt_step:91250 lr:0.0003 alpha:0.01721 +2026-02-10 23:28:02 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:1155.25 total_reward_ma:704.92 loss:-4.563 fps:322.4 +frame:1.48e+06 wall_t:4590 t:92500 epi:nan +opt_step:91875 lr:0.0003 alpha:0.0175 +2026-02-10 23:28:33 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:1171.25 total_reward_ma:712.66 loss:-4.251 fps:322.4 +frame:1.49e+06 wall_t:4621 t:93125 epi:nan +opt_step:92500 lr:0.0003 alpha:0.01791 +2026-02-10 23:29:04 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:1239.75 total_reward_ma:720.85 loss:-4.108 fps:322.4 +frame:1.50e+06 wall_t:4652 t:93750 epi:nan +opt_step:93125 lr:0.0003 alpha:0.01758 +2026-02-10 23:29:35 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:1305.00 total_reward_ma:729.71 loss:-4.315 fps:322.4 +frame:1.51e+06 wall_t:4683 t:94375 epi:nan +opt_step:93750 lr:0.0003 alpha:0.01768 +2026-02-10 23:30:06 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:1379.75 total_reward_ma:739.25 loss:-4.23 fps:322.4 +frame:1.52e+06 wall_t:4714 t:95000 epi:nan +opt_step:94375 lr:0.0003 alpha:0.01849 +2026-02-10 23:30:36 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:1401.00 total_reward_ma:748.79 loss:-4.416 fps:322.5 +frame:1.53e+06 wall_t:4744 t:95625 epi:nan +opt_step:95000 lr:0.0003 alpha:0.01818 +2026-02-10 23:31:07 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:1431.00 total_reward_ma:758.59 loss:-4.326 fps:322.5 +frame:1.54e+06 wall_t:4775 t:96250 epi:nan +opt_step:95625 lr:0.0003 alpha:0.01806 +2026-02-10 23:31:38 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:1446.75 total_reward_ma:768.48 loss:-4.966 fps:322.5 +frame:1.55e+06 wall_t:4806 t:96875 epi:nan +opt_step:96250 lr:0.0003 alpha:0.01866 +2026-02-10 23:32:08 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:1514.75 total_reward_ma:779.00 loss:-4.11 fps:322.6 +frame:1.56e+06 wall_t:4836 t:97500 epi:nan +opt_step:96875 lr:0.0003 alpha:0.01877 +2026-02-10 23:32:39 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:1512.75 total_reward_ma:789.00 loss:-4.25 fps:322.6 +frame:1.57e+06 wall_t:4867 t:98125 epi:nan +opt_step:97500 lr:0.0003 alpha:0.01876 +2026-02-10 23:33:10 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:1668.75 total_reward_ma:800.17 loss:-4.481 fps:322.6 +frame:1.58e+06 wall_t:4898 t:98750 epi:nan +opt_step:98125 lr:0.0003 alpha:0.01966 +2026-02-10 23:33:41 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:1682.00 total_reward_ma:811.23 loss:-4.767 fps:322.6 +frame:1.59e+06 wall_t:4929 t:99375 epi:nan +opt_step:98750 lr:0.0003 alpha:0.01946 +2026-02-10 23:34:11 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:1763.25 total_reward_ma:823.01 loss:-4.219 fps:322.6 +frame:1.60e+06 wall_t:4959 t:100000 epi:nan +opt_step:99375 lr:0.0003 alpha:0.0202 +2026-02-10 23:34:42 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:1821.75 total_reward_ma:835.09 loss:-4.547 fps:322.6 +frame:1.61e+06 wall_t:4990 t:100625 epi:nan +opt_step:100000 lr:0.0003 alpha:0.02095 +2026-02-10 23:35:13 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:1863.50 total_reward_ma:847.16 loss:-4.113 fps:322.6 +frame:1.62e+06 wall_t:5021 t:101250 epi:nan +opt_step:100625 lr:0.0003 alpha:0.02135 +2026-02-10 23:35:43 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:1913.75 total_reward_ma:859.65 loss:-4.519 fps:322.7 +frame:1.63e+06 wall_t:5051 t:101875 epi:nan +opt_step:101250 lr:0.0003 alpha:0.02164 +2026-02-10 23:36:14 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:1922.50 total_reward_ma:872.32 loss:-4.445 fps:322.7 +frame:1.64e+06 wall_t:5082 t:102500 epi:nan +opt_step:101875 lr:0.0003 alpha:0.02215 +2026-02-10 23:36:45 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:1987.75 total_reward_ma:886.06 loss:-5.141 fps:322.7 +frame:1.65e+06 wall_t:5113 t:103125 epi:nan +opt_step:102500 lr:0.0003 alpha:0.0223 +2026-02-10 23:37:16 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:2015.00 total_reward_ma:900.04 loss:-5.21 fps:322.7 +frame:1.66e+06 wall_t:5144 t:103750 epi:nan +opt_step:103125 lr:0.0003 alpha:0.02291 +2026-02-10 23:37:47 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:2086.75 total_reward_ma:914.91 loss:-5.001 fps:322.7 +frame:1.67e+06 wall_t:5175 t:104375 epi:nan +opt_step:103750 lr:0.0003 alpha:0.02351 +2026-02-10 23:38:17 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:2332.25 total_reward_ma:932.19 loss:-5.483 fps:322.8 +frame:1.68e+06 wall_t:5205 t:105000 epi:nan +opt_step:104375 lr:0.0003 alpha:0.02452 +2026-02-10 23:38:48 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:2500.50 total_reward_ma:951.21 loss:-5.417 fps:322.8 +frame:1.69e+06 wall_t:5236 t:105625 epi:nan +opt_step:105000 lr:0.0003 alpha:0.02522 +2026-02-10 23:39:19 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:2569.00 total_reward_ma:970.53 loss:-5.222 fps:322.8 +frame:1.70e+06 wall_t:5267 t:106250 epi:nan +opt_step:105625 lr:0.0003 alpha:0.02564 +2026-02-10 23:39:50 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:2831.75 total_reward_ma:992.50 loss:-4.884 fps:322.8 +frame:1.71e+06 wall_t:5298 t:106875 epi:nan +opt_step:106250 lr:0.0003 alpha:0.02654 +2026-02-10 23:40:20 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:2816.75 total_reward_ma:1014.18 loss:-5.395 fps:322.8 +frame:1.72e+06 wall_t:5328 t:107500 epi:nan +opt_step:106875 lr:0.0003 alpha:0.02842 +2026-02-10 23:40:51 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:2896.50 total_reward_ma:1036.58 loss:-5.897 fps:322.8 +frame:1.73e+06 wall_t:5359 t:108125 epi:nan +opt_step:107500 lr:0.0003 alpha:0.02955 +2026-02-10 23:41:22 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:2822.50 total_reward_ma:1058.07 loss:-5.847 fps:322.8 +frame:1.74e+06 wall_t:5390 t:108750 epi:nan +opt_step:108125 lr:0.0003 alpha:0.03094 +2026-02-10 23:41:53 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:2854.00 total_reward_ma:1079.92 loss:-6.544 fps:322.8 +frame:1.75e+06 wall_t:5421 t:109375 epi:nan +opt_step:108750 lr:0.0003 alpha:0.0332 +2026-02-10 23:42:24 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:2808.50 total_reward_ma:1101.18 loss:-6.691 fps:322.8 +frame:1.76e+06 wall_t:5452 t:110000 epi:nan +opt_step:109375 lr:0.0003 alpha:0.03613 +2026-02-10 23:42:55 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:2587.50 total_reward_ma:1120.24 loss:-6.751 fps:322.8 +frame:1.77e+06 wall_t:5483 t:110625 epi:nan +opt_step:110000 lr:0.0003 alpha:0.03898 +2026-02-10 23:43:25 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:2317.75 total_reward_ma:1136.64 loss:-7.844 fps:322.9 +frame:1.78e+06 wall_t:5513 t:111250 epi:nan +opt_step:110625 lr:0.0003 alpha:0.0412 +2026-02-10 23:43:56 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:1973.75 total_reward_ma:1149.58 loss:-7.394 fps:322.9 +frame:1.79e+06 wall_t:5544 t:111875 epi:nan +opt_step:111250 lr:0.0003 alpha:0.04497 +2026-02-10 23:44:27 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:1788.00 total_reward_ma:1160.77 loss:-7.928 fps:322.9 +frame:1.80e+06 wall_t:5575 t:112500 epi:nan +opt_step:111875 lr:0.0003 alpha:0.0473 +2026-02-10 23:44:57 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:1663.75 total_reward_ma:1170.93 loss:-9.131 fps:322.9 +frame:1.81e+06 wall_t:5605 t:113125 epi:nan +opt_step:112500 lr:0.0003 alpha:0.04713 +2026-02-10 23:45:28 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:1571.00 total_reward_ma:1179.89 loss:-8.203 fps:322.9 +frame:1.82e+06 wall_t:5636 t:113750 epi:nan +opt_step:113125 lr:0.0003 alpha:0.0474 +2026-02-10 23:45:58 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:1401.00 total_reward_ma:1187.32 loss:-10.33 fps:323 +frame:1.83e+06 wall_t:5666 t:114375 epi:nan +opt_step:113750 lr:0.0003 alpha:0.04886 +2026-02-10 23:46:29 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:1354.25 total_reward_ma:1193.94 loss:-9.224 fps:323 +frame:1.84e+06 wall_t:5697 t:115000 epi:nan +opt_step:114375 lr:0.0003 alpha:0.04884 +2026-02-10 23:47:01 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:1299.75 total_reward_ma:1200.16 loss:-9.724 fps:322.9 +frame:1.85e+06 wall_t:5729 t:115625 epi:nan +opt_step:115000 lr:0.0003 alpha:0.05234 +2026-02-10 23:47:32 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:1245.75 total_reward_ma:1205.77 loss:-9.235 fps:322.9 +frame:1.86e+06 wall_t:5760 t:116250 epi:nan +opt_step:115625 lr:0.0003 alpha:0.05193 +2026-02-10 23:48:03 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:1205.50 total_reward_ma:1210.92 loss:-9.341 fps:322.9 +frame:1.87e+06 wall_t:5791 t:116875 epi:nan +opt_step:116250 lr:0.0003 alpha:0.05113 +2026-02-10 23:48:34 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:1267.25 total_reward_ma:1216.67 loss:-9.508 fps:322.9 +frame:1.88e+06 wall_t:5823 t:117500 epi:nan +opt_step:116875 lr:0.0003 alpha:0.05002 +2026-02-10 23:49:05 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:1262.50 total_reward_ma:1222.80 loss:-11.33 fps:322.9 +frame:1.89e+06 wall_t:5853 t:118125 epi:nan +opt_step:117500 lr:0.0003 alpha:0.05011 +2026-02-10 23:49:36 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:1241.50 total_reward_ma:1228.57 loss:-10.48 fps:322.9 +frame:1.90e+06 wall_t:5884 t:118750 epi:nan +opt_step:118125 lr:0.0003 alpha:0.05035 +2026-02-10 23:50:08 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:1353.75 total_reward_ma:1235.59 loss:-10.59 fps:322.9 +frame:1.91e+06 wall_t:5916 t:119375 epi:nan +opt_step:118750 lr:0.0003 alpha:0.04931 +2026-02-10 23:50:39 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:1489.25 total_reward_ma:1243.84 loss:-11.15 fps:322.9 +frame:1.92e+06 wall_t:5947 t:120000 epi:nan +opt_step:119375 lr:0.0003 alpha:0.04874 +2026-02-10 23:51:11 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:1655.00 total_reward_ma:1253.70 loss:-12.3 fps:322.8 +frame:1.93e+06 wall_t:5979 t:120625 epi:nan +opt_step:120000 lr:0.0003 alpha:0.04911 +2026-02-10 23:51:42 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:1923.75 total_reward_ma:1266.11 loss:-11.82 fps:322.8 +frame:1.94e+06 wall_t:6010 t:121250 epi:nan +opt_step:120625 lr:0.0003 alpha:0.04806 +2026-02-10 23:52:13 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:2259.00 total_reward_ma:1281.95 loss:-12.4 fps:322.7 +frame:1.95e+06 wall_t:6042 t:121875 epi:nan +opt_step:121250 lr:0.0003 alpha:0.04745 +2026-02-10 23:52:45 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:2461.25 total_reward_ma:1299.78 loss:-11.57 fps:322.7 +frame:1.96e+06 wall_t:6073 t:122500 epi:nan +opt_step:121875 lr:0.0003 alpha:0.04932 +2026-02-10 23:53:15 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:2636.50 total_reward_ma:1319.35 loss:-11.5 fps:322.8 +frame:1.97e+06 wall_t:6103 t:123125 epi:nan +opt_step:122500 lr:0.0003 alpha:0.04839 +2026-02-10 23:53:47 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:3025.75 total_reward_ma:1342.93 loss:-11.05 fps:322.7 +frame:1.98e+06 wall_t:6135 t:123750 epi:nan +opt_step:123125 lr:0.0003 alpha:0.04916 +2026-02-10 23:54:17 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:3202.75 total_reward_ma:1368.47 loss:-13.08 fps:322.8 +frame:1.99e+06 wall_t:6165 t:124375 epi:nan +opt_step:123750 lr:0.0003 alpha:0.04933 +2026-02-10 23:54:43 | INFO | PID:1371 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:3351.50 total_reward_ma:1395.58 loss:-11.47 fps:323 +frame:2.00e+06 wall_t:6191 t:125000 epi:nan +opt_step:124375 lr:0.0003 alpha:0.04951 +2026-02-10 23:54:44 | INFO | PID:1371 | slm_lab.lib.logger:info | Session 1 done diff --git a/data/sac_atari_qbert_2026_02_10_221123/log/sac_atari_qbert_t0_s2.log b/data/sac_atari_qbert_2026_02_10_221123/log/sac_atari_qbert_t0_s2.log new file mode 100644 index 0000000000000000000000000000000000000000..664dfe36082e7cc1f637ec68c0904b6231f6aee1 --- /dev/null +++ b/data/sac_atari_qbert_2026_02_10_221123/log/sac_atari_qbert_t0_s2.log @@ -0,0 +1,802 @@ +2026-02-10 22:11:29 | INFO | PID:1372 | slm_lab.env:_make_vector_env | AtariVectorEnv: 16 envs, native preprocessing +2026-02-10 22:12:24 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:147.83 total_reward_ma:147.83 loss:nan fps:192.3 +frame:1.00e+04 wall_t:52 t:625 epi:nan +opt_step:0 lr:0.0003 alpha:1 +2026-02-10 22:12:56 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:137.26 total_reward_ma:142.55 loss:-7.456 fps:238.1 +frame:2.00e+04 wall_t:84 t:1250 epi:nan +opt_step:625 lr:0.0003 alpha:0.8342 +2026-02-10 22:13:26 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:147.29 total_reward_ma:144.13 loss:-10.94 fps:263.2 +frame:3.00e+04 wall_t:114 t:1875 epi:nan +opt_step:1250 lr:0.0003 alpha:0.7057 +2026-02-10 22:13:57 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:151.00 total_reward_ma:145.84 loss:-13.66 fps:275.9 +frame:4.00e+04 wall_t:145 t:2500 epi:nan +opt_step:1875 lr:0.0003 alpha:0.6024 +2026-02-10 22:14:28 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:161.00 total_reward_ma:148.88 loss:-15.62 fps:284.1 +frame:5.00e+04 wall_t:176 t:3125 epi:nan +opt_step:2500 lr:0.0003 alpha:0.5175 +2026-02-10 22:14:59 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:165.00 total_reward_ma:151.56 loss:-17.84 fps:289.9 +frame:6.00e+04 wall_t:207 t:3750 epi:nan +opt_step:3125 lr:0.0003 alpha:0.4466 +2026-02-10 22:15:30 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:160.75 total_reward_ma:152.88 loss:-18.7 fps:294.1 +frame:7.00e+04 wall_t:238 t:4375 epi:nan +opt_step:3750 lr:0.0003 alpha:0.3866 +2026-02-10 22:16:02 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:153.50 total_reward_ma:152.95 loss:-19.95 fps:296.3 +frame:8.00e+04 wall_t:270 t:5000 epi:nan +opt_step:4375 lr:0.0003 alpha:0.3354 +2026-02-10 22:16:33 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:146.00 total_reward_ma:152.18 loss:-21.02 fps:299 +frame:9.00e+04 wall_t:301 t:5625 epi:nan +opt_step:5000 lr:0.0003 alpha:0.2915 +2026-02-10 22:17:04 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:146.75 total_reward_ma:151.64 loss:-21.85 fps:301.2 +frame:1.00e+05 wall_t:332 t:6250 epi:nan +opt_step:5625 lr:0.0003 alpha:0.2535 +2026-02-10 22:17:35 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:143.00 total_reward_ma:150.85 loss:-22.38 fps:303 +frame:1.10e+05 wall_t:363 t:6875 epi:nan +opt_step:6250 lr:0.0003 alpha:0.2207 +2026-02-10 22:18:06 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:150.50 total_reward_ma:150.82 loss:-22.33 fps:303.8 +frame:1.20e+05 wall_t:395 t:7500 epi:nan +opt_step:6875 lr:0.0003 alpha:0.1922 +2026-02-10 22:18:37 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:143.25 total_reward_ma:150.24 loss:-22.74 fps:305.9 +frame:1.30e+05 wall_t:425 t:8125 epi:nan +opt_step:7500 lr:0.0003 alpha:0.1675 +2026-02-10 22:19:08 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:146.75 total_reward_ma:149.99 loss:-22.94 fps:307 +frame:1.40e+05 wall_t:456 t:8750 epi:nan +opt_step:8125 lr:0.0003 alpha:0.146 +2026-02-10 22:19:40 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:138.75 total_reward_ma:149.24 loss:-22.07 fps:307.4 +frame:1.50e+05 wall_t:488 t:9375 epi:nan +opt_step:8750 lr:0.0003 alpha:0.1274 +2026-02-10 22:20:11 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:155.00 total_reward_ma:149.60 loss:-22.33 fps:308.3 +frame:1.60e+05 wall_t:519 t:10000 epi:nan +opt_step:9375 lr:0.0003 alpha:0.1111 +2026-02-10 22:20:41 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:160.75 total_reward_ma:150.26 loss:-22.3 fps:309.1 +frame:1.70e+05 wall_t:550 t:10625 epi:nan +opt_step:10000 lr:0.0003 alpha:0.09691 +2026-02-10 22:21:13 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:173.25 total_reward_ma:151.53 loss:-21.77 fps:309.8 +frame:1.80e+05 wall_t:581 t:11250 epi:nan +opt_step:10625 lr:0.0003 alpha:0.08457 +2026-02-10 22:21:43 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:164.75 total_reward_ma:152.23 loss:-20.84 fps:310.5 +frame:1.90e+05 wall_t:612 t:11875 epi:nan +opt_step:11250 lr:0.0003 alpha:0.07382 +2026-02-10 22:22:15 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:165.00 total_reward_ma:152.87 loss:-19.98 fps:311 +frame:2.00e+05 wall_t:643 t:12500 epi:nan +opt_step:11875 lr:0.0003 alpha:0.06446 +2026-02-10 22:22:45 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:154.25 total_reward_ma:152.93 loss:-20.3 fps:311.6 +frame:2.10e+05 wall_t:674 t:13125 epi:nan +opt_step:12500 lr:0.0003 alpha:0.05632 +2026-02-10 22:23:17 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:177.25 total_reward_ma:154.04 loss:-19.46 fps:312.1 +frame:2.20e+05 wall_t:705 t:13750 epi:nan +opt_step:13125 lr:0.0003 alpha:0.04923 +2026-02-10 22:23:48 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:198.50 total_reward_ma:155.97 loss:-18.97 fps:312.5 +frame:2.30e+05 wall_t:736 t:14375 epi:nan +opt_step:13750 lr:0.0003 alpha:0.0431 +2026-02-10 22:24:19 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:190.75 total_reward_ma:157.42 loss:-18.79 fps:312.9 +frame:2.40e+05 wall_t:767 t:15000 epi:nan +opt_step:14375 lr:0.0003 alpha:0.03777 +2026-02-10 22:24:50 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:190.25 total_reward_ma:158.74 loss:-17.59 fps:313.3 +frame:2.50e+05 wall_t:798 t:15625 epi:nan +opt_step:15000 lr:0.0003 alpha:0.03321 +2026-02-10 22:25:21 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:225.00 total_reward_ma:161.28 loss:-17.5 fps:313.6 +frame:2.60e+05 wall_t:829 t:16250 epi:nan +opt_step:15625 lr:0.0003 alpha:0.02932 +2026-02-10 22:25:52 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:245.50 total_reward_ma:164.40 loss:-17.22 fps:314 +frame:2.70e+05 wall_t:860 t:16875 epi:nan +opt_step:16250 lr:0.0003 alpha:0.02592 +2026-02-10 22:26:23 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:267.50 total_reward_ma:168.08 loss:-17.04 fps:314.3 +frame:2.80e+05 wall_t:891 t:17500 epi:nan +opt_step:16875 lr:0.0003 alpha:0.02291 +2026-02-10 22:26:53 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:313.25 total_reward_ma:173.09 loss:-16.23 fps:314.9 +frame:2.90e+05 wall_t:921 t:18125 epi:nan +opt_step:17500 lr:0.0003 alpha:0.02022 +2026-02-10 22:27:25 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:326.25 total_reward_ma:178.20 loss:-16.74 fps:314.8 +frame:3.00e+05 wall_t:953 t:18750 epi:nan +opt_step:18125 lr:0.0003 alpha:0.01804 +2026-02-10 22:27:55 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:330.50 total_reward_ma:183.11 loss:-15.94 fps:315.4 +frame:3.10e+05 wall_t:983 t:19375 epi:nan +opt_step:18750 lr:0.0003 alpha:0.01622 +2026-02-10 22:28:26 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:368.00 total_reward_ma:188.89 loss:-15.26 fps:315.6 +frame:3.20e+05 wall_t:1014 t:20000 epi:nan +opt_step:19375 lr:0.0003 alpha:0.0146 +2026-02-10 22:28:57 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:367.25 total_reward_ma:194.29 loss:-15.33 fps:315.8 +frame:3.30e+05 wall_t:1045 t:20625 epi:nan +opt_step:20000 lr:0.0003 alpha:0.01309 +2026-02-10 22:29:28 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:378.50 total_reward_ma:199.71 loss:-14.71 fps:316 +frame:3.40e+05 wall_t:1076 t:21250 epi:nan +opt_step:20625 lr:0.0003 alpha:0.01176 +2026-02-10 22:29:59 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:403.00 total_reward_ma:205.52 loss:-14.88 fps:316.2 +frame:3.50e+05 wall_t:1107 t:21875 epi:nan +opt_step:21250 lr:0.0003 alpha:0.01066 +2026-02-10 22:30:30 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:423.75 total_reward_ma:211.58 loss:-14.09 fps:316.3 +frame:3.60e+05 wall_t:1138 t:22500 epi:nan +opt_step:21875 lr:0.0003 alpha:0.009761 +2026-02-10 22:31:00 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:427.50 total_reward_ma:217.42 loss:-14.38 fps:316.8 +frame:3.70e+05 wall_t:1168 t:23125 epi:nan +opt_step:22500 lr:0.0003 alpha:0.009361 +2026-02-10 22:31:31 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:424.50 total_reward_ma:222.87 loss:-13.89 fps:316.9 +frame:3.80e+05 wall_t:1199 t:23750 epi:nan +opt_step:23125 lr:0.0003 alpha:0.008783 +2026-02-10 22:32:01 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:413.75 total_reward_ma:227.76 loss:-13.87 fps:317.1 +frame:3.90e+05 wall_t:1230 t:24375 epi:nan +opt_step:23750 lr:0.0003 alpha:0.008458 +2026-02-10 22:32:32 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:407.75 total_reward_ma:232.26 loss:-13.61 fps:317.5 +frame:4.00e+05 wall_t:1260 t:25000 epi:nan +opt_step:24375 lr:0.0003 alpha:0.008005 +2026-02-10 22:33:02 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:386.00 total_reward_ma:236.01 loss:-12.95 fps:317.8 +frame:4.10e+05 wall_t:1290 t:25625 epi:nan +opt_step:25000 lr:0.0003 alpha:0.007739 +2026-02-10 22:33:33 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:382.75 total_reward_ma:239.50 loss:-12.58 fps:317.9 +frame:4.20e+05 wall_t:1321 t:26250 epi:nan +opt_step:25625 lr:0.0003 alpha:0.007669 +2026-02-10 22:34:04 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:374.75 total_reward_ma:242.65 loss:-13.07 fps:318 +frame:4.30e+05 wall_t:1352 t:26875 epi:nan +opt_step:26250 lr:0.0003 alpha:0.007489 +2026-02-10 22:34:35 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:354.50 total_reward_ma:245.19 loss:-12.19 fps:318.1 +frame:4.40e+05 wall_t:1383 t:27500 epi:nan +opt_step:26875 lr:0.0003 alpha:0.007273 +2026-02-10 22:35:06 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:349.75 total_reward_ma:247.51 loss:-12.16 fps:318.2 +frame:4.50e+05 wall_t:1414 t:28125 epi:nan +opt_step:27500 lr:0.0003 alpha:0.007251 +2026-02-10 22:35:37 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:355.00 total_reward_ma:249.85 loss:-12.16 fps:318.3 +frame:4.60e+05 wall_t:1445 t:28750 epi:nan +opt_step:28125 lr:0.0003 alpha:0.007692 +2026-02-10 22:36:08 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:380.75 total_reward_ma:252.64 loss:-11.87 fps:318.4 +frame:4.70e+05 wall_t:1476 t:29375 epi:nan +opt_step:28750 lr:0.0003 alpha:0.007492 +2026-02-10 22:36:38 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:410.25 total_reward_ma:255.92 loss:-11.14 fps:318.7 +frame:4.80e+05 wall_t:1506 t:30000 epi:nan +opt_step:29375 lr:0.0003 alpha:0.007544 +2026-02-10 22:37:08 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:449.75 total_reward_ma:259.88 loss:-11.52 fps:318.8 +frame:4.90e+05 wall_t:1537 t:30625 epi:nan +opt_step:30000 lr:0.0003 alpha:0.0073 +2026-02-10 22:37:39 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:459.75 total_reward_ma:263.87 loss:-10.58 fps:319.1 +frame:5.00e+05 wall_t:1567 t:31250 epi:nan +opt_step:30625 lr:0.0003 alpha:0.007774 +2026-02-10 22:38:10 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:477.50 total_reward_ma:268.06 loss:-10.72 fps:319.1 +frame:5.10e+05 wall_t:1598 t:31875 epi:nan +opt_step:31250 lr:0.0003 alpha:0.008106 +2026-02-10 22:38:41 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:474.25 total_reward_ma:272.03 loss:-10.46 fps:319.2 +frame:5.20e+05 wall_t:1629 t:32500 epi:nan +opt_step:31875 lr:0.0003 alpha:0.007948 +2026-02-10 22:39:12 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:472.25 total_reward_ma:275.80 loss:-10.02 fps:319.3 +frame:5.30e+05 wall_t:1660 t:33125 epi:nan +opt_step:32500 lr:0.0003 alpha:0.008234 +2026-02-10 22:39:42 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:464.75 total_reward_ma:279.30 loss:-10.11 fps:319.5 +frame:5.40e+05 wall_t:1690 t:33750 epi:nan +opt_step:33125 lr:0.0003 alpha:0.00898 +2026-02-10 22:40:13 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:443.00 total_reward_ma:282.28 loss:-9.768 fps:319.6 +frame:5.50e+05 wall_t:1721 t:34375 epi:nan +opt_step:33750 lr:0.0003 alpha:0.009543 +2026-02-10 22:40:43 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:458.00 total_reward_ma:285.42 loss:-9.635 fps:319.8 +frame:5.60e+05 wall_t:1751 t:35000 epi:nan +opt_step:34375 lr:0.0003 alpha:0.009952 +2026-02-10 22:41:14 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:472.25 total_reward_ma:288.70 loss:-9.621 fps:319.9 +frame:5.70e+05 wall_t:1782 t:35625 epi:nan +opt_step:35000 lr:0.0003 alpha:0.01039 +2026-02-10 22:41:45 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:444.75 total_reward_ma:291.39 loss:-9.504 fps:319.9 +frame:5.80e+05 wall_t:1813 t:36250 epi:nan +opt_step:35625 lr:0.0003 alpha:0.01101 +2026-02-10 22:42:16 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:454.50 total_reward_ma:294.15 loss:-9.088 fps:320 +frame:5.90e+05 wall_t:1844 t:36875 epi:nan +opt_step:36250 lr:0.0003 alpha:0.01225 +2026-02-10 22:42:47 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:464.00 total_reward_ma:296.98 loss:-9.038 fps:320 +frame:6.00e+05 wall_t:1875 t:37500 epi:nan +opt_step:36875 lr:0.0003 alpha:0.01251 +2026-02-10 22:43:18 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:443.00 total_reward_ma:299.38 loss:-9.269 fps:320 +frame:6.10e+05 wall_t:1906 t:38125 epi:nan +opt_step:37500 lr:0.0003 alpha:0.01255 +2026-02-10 22:43:49 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:424.00 total_reward_ma:301.39 loss:-9.003 fps:320.1 +frame:6.20e+05 wall_t:1937 t:38750 epi:nan +opt_step:38125 lr:0.0003 alpha:0.01352 +2026-02-10 22:44:20 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:406.25 total_reward_ma:303.05 loss:-8.616 fps:320.1 +frame:6.30e+05 wall_t:1968 t:39375 epi:nan +opt_step:38750 lr:0.0003 alpha:0.01427 +2026-02-10 22:44:50 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:394.25 total_reward_ma:304.47 loss:-8.985 fps:320.3 +frame:6.40e+05 wall_t:1998 t:40000 epi:nan +opt_step:39375 lr:0.0003 alpha:0.01572 +2026-02-10 22:45:20 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:364.25 total_reward_ma:305.39 loss:-8.85 fps:320.4 +frame:6.50e+05 wall_t:2029 t:40625 epi:nan +opt_step:40000 lr:0.0003 alpha:0.01643 +2026-02-10 22:45:51 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:385.50 total_reward_ma:306.61 loss:-8.987 fps:320.5 +frame:6.60e+05 wall_t:2059 t:41250 epi:nan +opt_step:40625 lr:0.0003 alpha:0.0166 +2026-02-10 22:46:21 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:408.75 total_reward_ma:308.13 loss:-8.706 fps:320.7 +frame:6.70e+05 wall_t:2089 t:41875 epi:nan +opt_step:41250 lr:0.0003 alpha:0.01697 +2026-02-10 22:46:52 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:418.75 total_reward_ma:309.76 loss:-8.689 fps:320.8 +frame:6.80e+05 wall_t:2120 t:42500 epi:nan +opt_step:41875 lr:0.0003 alpha:0.01664 +2026-02-10 22:47:23 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:438.75 total_reward_ma:311.63 loss:-8.503 fps:320.8 +frame:6.90e+05 wall_t:2151 t:43125 epi:nan +opt_step:42500 lr:0.0003 alpha:0.01719 +2026-02-10 22:47:54 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:487.00 total_reward_ma:314.13 loss:-8.305 fps:320.8 +frame:7.00e+05 wall_t:2182 t:43750 epi:nan +opt_step:43125 lr:0.0003 alpha:0.01737 +2026-02-10 22:48:25 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:503.00 total_reward_ma:316.79 loss:-8.106 fps:320.8 +frame:7.10e+05 wall_t:2213 t:44375 epi:nan +opt_step:43750 lr:0.0003 alpha:0.01823 +2026-02-10 22:48:56 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:505.50 total_reward_ma:319.41 loss:-8.371 fps:320.9 +frame:7.20e+05 wall_t:2244 t:45000 epi:nan +opt_step:44375 lr:0.0003 alpha:0.01769 +2026-02-10 22:49:27 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:541.50 total_reward_ma:322.46 loss:-7.798 fps:320.9 +frame:7.30e+05 wall_t:2275 t:45625 epi:nan +opt_step:45000 lr:0.0003 alpha:0.01728 +2026-02-10 22:49:57 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:564.00 total_reward_ma:325.72 loss:-7.904 fps:321 +frame:7.40e+05 wall_t:2305 t:46250 epi:nan +opt_step:45625 lr:0.0003 alpha:0.01841 +2026-02-10 22:50:28 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:556.25 total_reward_ma:328.80 loss:-8.136 fps:321.1 +frame:7.50e+05 wall_t:2336 t:46875 epi:nan +opt_step:46250 lr:0.0003 alpha:0.019 +2026-02-10 22:50:59 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:563.75 total_reward_ma:331.89 loss:-7.844 fps:321.1 +frame:7.60e+05 wall_t:2367 t:47500 epi:nan +opt_step:46875 lr:0.0003 alpha:0.01864 +2026-02-10 22:51:30 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:551.25 total_reward_ma:334.74 loss:-7.926 fps:321.1 +frame:7.70e+05 wall_t:2398 t:48125 epi:nan +opt_step:47500 lr:0.0003 alpha:0.01855 +2026-02-10 22:52:00 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:565.00 total_reward_ma:337.69 loss:-8.118 fps:321.3 +frame:7.80e+05 wall_t:2428 t:48750 epi:nan +opt_step:48125 lr:0.0003 alpha:0.01917 +2026-02-10 22:52:31 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:593.50 total_reward_ma:340.93 loss:-7.976 fps:321.3 +frame:7.90e+05 wall_t:2459 t:49375 epi:nan +opt_step:48750 lr:0.0003 alpha:0.0187 +2026-02-10 22:53:01 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:594.75 total_reward_ma:344.10 loss:-7.893 fps:321.4 +frame:8.00e+05 wall_t:2489 t:50000 epi:nan +opt_step:49375 lr:0.0003 alpha:0.01942 +2026-02-10 22:53:32 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:613.75 total_reward_ma:347.43 loss:-7.661 fps:321.4 +frame:8.10e+05 wall_t:2520 t:50625 epi:nan +opt_step:50000 lr:0.0003 alpha:0.02014 +2026-02-10 22:54:03 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:594.25 total_reward_ma:350.44 loss:-8.096 fps:321.4 +frame:8.20e+05 wall_t:2551 t:51250 epi:nan +opt_step:50625 lr:0.0003 alpha:0.02135 +2026-02-10 22:54:33 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:583.75 total_reward_ma:353.25 loss:-8.22 fps:321.6 +frame:8.30e+05 wall_t:2581 t:51875 epi:nan +opt_step:51250 lr:0.0003 alpha:0.02046 +2026-02-10 22:55:04 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:573.50 total_reward_ma:355.87 loss:-8.182 fps:321.6 +frame:8.40e+05 wall_t:2612 t:52500 epi:nan +opt_step:51875 lr:0.0003 alpha:0.0189 +2026-02-10 22:55:35 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:578.25 total_reward_ma:358.49 loss:-8.23 fps:321.6 +frame:8.50e+05 wall_t:2643 t:53125 epi:nan +opt_step:52500 lr:0.0003 alpha:0.01783 +2026-02-10 22:56:06 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:580.50 total_reward_ma:361.07 loss:-8.119 fps:321.6 +frame:8.60e+05 wall_t:2674 t:53750 epi:nan +opt_step:53125 lr:0.0003 alpha:0.01767 +2026-02-10 22:56:36 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:565.00 total_reward_ma:363.41 loss:-8.391 fps:321.7 +frame:8.70e+05 wall_t:2704 t:54375 epi:nan +opt_step:53750 lr:0.0003 alpha:0.01703 +2026-02-10 22:57:07 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:545.25 total_reward_ma:365.48 loss:-8.542 fps:321.8 +frame:8.80e+05 wall_t:2735 t:55000 epi:nan +opt_step:54375 lr:0.0003 alpha:0.01769 +2026-02-10 22:57:37 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:531.50 total_reward_ma:367.34 loss:-8.449 fps:321.9 +frame:8.90e+05 wall_t:2765 t:55625 epi:nan +opt_step:55000 lr:0.0003 alpha:0.01752 +2026-02-10 22:58:08 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:535.50 total_reward_ma:369.21 loss:-8.39 fps:321.9 +frame:9.00e+05 wall_t:2796 t:56250 epi:nan +opt_step:55625 lr:0.0003 alpha:0.01778 +2026-02-10 22:58:39 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:535.00 total_reward_ma:371.03 loss:-8.465 fps:321.9 +frame:9.10e+05 wall_t:2827 t:56875 epi:nan +opt_step:56250 lr:0.0003 alpha:0.01726 +2026-02-10 22:59:10 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:529.75 total_reward_ma:372.76 loss:-8.236 fps:321.9 +frame:9.20e+05 wall_t:2858 t:57500 epi:nan +opt_step:56875 lr:0.0003 alpha:0.0174 +2026-02-10 22:59:41 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:530.25 total_reward_ma:374.45 loss:-8.347 fps:321.9 +frame:9.30e+05 wall_t:2889 t:58125 epi:nan +opt_step:57500 lr:0.0003 alpha:0.01765 +2026-02-10 23:00:11 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:520.00 total_reward_ma:376.00 loss:-8.169 fps:322 +frame:9.40e+05 wall_t:2919 t:58750 epi:nan +opt_step:58125 lr:0.0003 alpha:0.01775 +2026-02-10 23:00:42 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:516.75 total_reward_ma:377.48 loss:-8.393 fps:322 +frame:9.50e+05 wall_t:2950 t:59375 epi:nan +opt_step:58750 lr:0.0003 alpha:0.01773 +2026-02-10 23:01:13 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:508.00 total_reward_ma:378.84 loss:-8.317 fps:322 +frame:9.60e+05 wall_t:2981 t:60000 epi:nan +opt_step:59375 lr:0.0003 alpha:0.01785 +2026-02-10 23:01:43 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:511.75 total_reward_ma:380.21 loss:-8.572 fps:322.2 +frame:9.70e+05 wall_t:3011 t:60625 epi:nan +opt_step:60000 lr:0.0003 alpha:0.01755 +2026-02-10 23:02:14 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:540.50 total_reward_ma:381.85 loss:-8.681 fps:322.2 +frame:9.80e+05 wall_t:3042 t:61250 epi:nan +opt_step:60625 lr:0.0003 alpha:0.01818 +2026-02-10 23:02:45 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:528.25 total_reward_ma:383.33 loss:-8.312 fps:322.2 +frame:9.90e+05 wall_t:3073 t:61875 epi:nan +opt_step:61250 lr:0.0003 alpha:0.01916 +2026-02-10 23:03:15 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:534.25 total_reward_ma:384.84 loss:-8.465 fps:322.3 +frame:1.00e+06 wall_t:3103 t:62500 epi:nan +opt_step:61875 lr:0.0003 alpha:0.01871 +2026-02-10 23:03:46 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:531.75 total_reward_ma:388.68 loss:-8.424 fps:322.3 +frame:1.01e+06 wall_t:3134 t:63125 epi:nan +opt_step:62500 lr:0.0003 alpha:0.0198 +2026-02-10 23:04:17 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:521.25 total_reward_ma:392.52 loss:-8.207 fps:322.3 +frame:1.02e+06 wall_t:3165 t:63750 epi:nan +opt_step:63125 lr:0.0003 alpha:0.02004 +2026-02-10 23:04:47 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:503.00 total_reward_ma:396.07 loss:-8.476 fps:322.3 +frame:1.03e+06 wall_t:3196 t:64375 epi:nan +opt_step:63750 lr:0.0003 alpha:0.02021 +2026-02-10 23:05:19 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:495.25 total_reward_ma:399.52 loss:-8.563 fps:322.3 +frame:1.04e+06 wall_t:3227 t:65000 epi:nan +opt_step:64375 lr:0.0003 alpha:0.02037 +2026-02-10 23:05:50 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:499.00 total_reward_ma:402.89 loss:-8.574 fps:322.3 +frame:1.05e+06 wall_t:3258 t:65625 epi:nan +opt_step:65000 lr:0.0003 alpha:0.02011 +2026-02-10 23:06:21 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:483.75 total_reward_ma:406.08 loss:-8.688 fps:322.3 +frame:1.06e+06 wall_t:3289 t:66250 epi:nan +opt_step:65625 lr:0.0003 alpha:0.01967 +2026-02-10 23:06:51 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:474.00 total_reward_ma:409.21 loss:-8.79 fps:322.3 +frame:1.07e+06 wall_t:3320 t:66875 epi:nan +opt_step:66250 lr:0.0003 alpha:0.01968 +2026-02-10 23:07:22 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:488.00 total_reward_ma:412.56 loss:-8.732 fps:322.3 +frame:1.08e+06 wall_t:3351 t:67500 epi:nan +opt_step:66875 lr:0.0003 alpha:0.01964 +2026-02-10 23:07:54 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:485.75 total_reward_ma:415.96 loss:-8.579 fps:322.3 +frame:1.09e+06 wall_t:3382 t:68125 epi:nan +opt_step:67500 lr:0.0003 alpha:0.01893 +2026-02-10 23:08:24 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:501.00 total_reward_ma:419.50 loss:-8.474 fps:322.4 +frame:1.10e+06 wall_t:3412 t:68750 epi:nan +opt_step:68125 lr:0.0003 alpha:0.01899 +2026-02-10 23:08:54 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:495.25 total_reward_ma:423.02 loss:-8.696 fps:322.5 +frame:1.11e+06 wall_t:3442 t:69375 epi:nan +opt_step:68750 lr:0.0003 alpha:0.01804 +2026-02-10 23:09:25 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:494.25 total_reward_ma:426.46 loss:-8.487 fps:322.5 +frame:1.12e+06 wall_t:3473 t:70000 epi:nan +opt_step:69375 lr:0.0003 alpha:0.01718 +2026-02-10 23:09:56 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:516.50 total_reward_ma:430.19 loss:-8.544 fps:322.5 +frame:1.13e+06 wall_t:3504 t:70625 epi:nan +opt_step:70000 lr:0.0003 alpha:0.01683 +2026-02-10 23:10:27 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:542.50 total_reward_ma:434.15 loss:-8.18 fps:322.5 +frame:1.14e+06 wall_t:3535 t:71250 epi:nan +opt_step:70625 lr:0.0003 alpha:0.01632 +2026-02-10 23:10:57 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:586.00 total_reward_ma:438.62 loss:-8.16 fps:322.6 +frame:1.15e+06 wall_t:3565 t:71875 epi:nan +opt_step:71250 lr:0.0003 alpha:0.0168 +2026-02-10 23:11:28 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:602.25 total_reward_ma:443.10 loss:-7.899 fps:322.5 +frame:1.16e+06 wall_t:3597 t:72500 epi:nan +opt_step:71875 lr:0.0003 alpha:0.0168 +2026-02-10 23:11:59 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:658.00 total_reward_ma:448.07 loss:-7.666 fps:322.6 +frame:1.17e+06 wall_t:3627 t:73125 epi:nan +opt_step:72500 lr:0.0003 alpha:0.01717 +2026-02-10 23:12:30 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:706.50 total_reward_ma:453.40 loss:-7.647 fps:322.6 +frame:1.18e+06 wall_t:3658 t:73750 epi:nan +opt_step:73125 lr:0.0003 alpha:0.01664 +2026-02-10 23:13:01 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:786.50 total_reward_ma:459.62 loss:-7.417 fps:322.6 +frame:1.19e+06 wall_t:3689 t:74375 epi:nan +opt_step:73750 lr:0.0003 alpha:0.01721 +2026-02-10 23:13:32 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:822.75 total_reward_ma:466.20 loss:-7.411 fps:322.6 +frame:1.20e+06 wall_t:3720 t:75000 epi:nan +opt_step:74375 lr:0.0003 alpha:0.01745 +2026-02-10 23:14:03 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:974.00 total_reward_ma:474.39 loss:-7.321 fps:322.6 +frame:1.21e+06 wall_t:3751 t:75625 epi:nan +opt_step:75000 lr:0.0003 alpha:0.01736 +2026-02-10 23:14:34 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:965.25 total_reward_ma:482.27 loss:-6.866 fps:322.6 +frame:1.22e+06 wall_t:3782 t:76250 epi:nan +opt_step:75625 lr:0.0003 alpha:0.01793 +2026-02-10 23:15:05 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:1015.75 total_reward_ma:490.45 loss:-7.437 fps:322.6 +frame:1.23e+06 wall_t:3813 t:76875 epi:nan +opt_step:76250 lr:0.0003 alpha:0.01771 +2026-02-10 23:15:36 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:1031.75 total_reward_ma:498.86 loss:-6.721 fps:322.6 +frame:1.24e+06 wall_t:3844 t:77500 epi:nan +opt_step:76875 lr:0.0003 alpha:0.01704 +2026-02-10 23:16:07 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:1160.50 total_reward_ma:508.56 loss:-6.564 fps:322.6 +frame:1.25e+06 wall_t:3875 t:78125 epi:nan +opt_step:77500 lr:0.0003 alpha:0.01725 +2026-02-10 23:16:37 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:1315.50 total_reward_ma:519.46 loss:-6.704 fps:322.7 +frame:1.26e+06 wall_t:3905 t:78750 epi:nan +opt_step:78125 lr:0.0003 alpha:0.01725 +2026-02-10 23:17:08 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:1493.00 total_reward_ma:531.94 loss:-6.403 fps:322.7 +frame:1.27e+06 wall_t:3936 t:79375 epi:nan +opt_step:78750 lr:0.0003 alpha:0.01787 +2026-02-10 23:17:38 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:1597.50 total_reward_ma:545.24 loss:-6.495 fps:322.7 +frame:1.28e+06 wall_t:3966 t:80000 epi:nan +opt_step:79375 lr:0.0003 alpha:0.01816 +2026-02-10 23:18:09 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:1732.50 total_reward_ma:559.43 loss:-5.504 fps:322.7 +frame:1.29e+06 wall_t:3997 t:80625 epi:nan +opt_step:80000 lr:0.0003 alpha:0.01838 +2026-02-10 23:18:40 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:1830.75 total_reward_ma:574.47 loss:-5.757 fps:322.7 +frame:1.30e+06 wall_t:4028 t:81250 epi:nan +opt_step:80625 lr:0.0003 alpha:0.01801 +2026-02-10 23:19:10 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:1904.75 total_reward_ma:590.22 loss:-5.964 fps:322.8 +frame:1.31e+06 wall_t:4058 t:81875 epi:nan +opt_step:81250 lr:0.0003 alpha:0.01812 +2026-02-10 23:19:40 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:1950.00 total_reward_ma:606.04 loss:-5.787 fps:322.8 +frame:1.32e+06 wall_t:4089 t:82500 epi:nan +opt_step:81875 lr:0.0003 alpha:0.01783 +2026-02-10 23:20:11 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:1975.50 total_reward_ma:622.12 loss:-5.469 fps:322.9 +frame:1.33e+06 wall_t:4119 t:83125 epi:nan +opt_step:82500 lr:0.0003 alpha:0.01814 +2026-02-10 23:20:41 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:1912.25 total_reward_ma:637.46 loss:-5.276 fps:323 +frame:1.34e+06 wall_t:4149 t:83750 epi:nan +opt_step:83125 lr:0.0003 alpha:0.01791 +2026-02-10 23:21:12 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:1717.75 total_reward_ma:650.60 loss:-5.192 fps:323 +frame:1.35e+06 wall_t:4180 t:84375 epi:nan +opt_step:83750 lr:0.0003 alpha:0.01794 +2026-02-10 23:21:42 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:1566.25 total_reward_ma:662.03 loss:-5.232 fps:323 +frame:1.36e+06 wall_t:4210 t:85000 epi:nan +opt_step:84375 lr:0.0003 alpha:0.01826 +2026-02-10 23:22:13 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:1362.00 total_reward_ma:671.38 loss:-4.938 fps:323 +frame:1.37e+06 wall_t:4241 t:85625 epi:nan +opt_step:85000 lr:0.0003 alpha:0.01715 +2026-02-10 23:22:44 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:1108.75 total_reward_ma:678.22 loss:-4.788 fps:323 +frame:1.38e+06 wall_t:4272 t:86250 epi:nan +opt_step:85625 lr:0.0003 alpha:0.01737 +2026-02-10 23:23:14 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:977.75 total_reward_ma:683.86 loss:-5.082 fps:323.1 +frame:1.39e+06 wall_t:4302 t:86875 epi:nan +opt_step:86250 lr:0.0003 alpha:0.01751 +2026-02-10 23:23:45 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:897.25 total_reward_ma:688.75 loss:-4.828 fps:323.1 +frame:1.40e+06 wall_t:4333 t:87500 epi:nan +opt_step:86875 lr:0.0003 alpha:0.0175 +2026-02-10 23:24:16 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:836.75 total_reward_ma:693.26 loss:-4.615 fps:323.1 +frame:1.41e+06 wall_t:4364 t:88125 epi:nan +opt_step:87500 lr:0.0003 alpha:0.01697 +2026-02-10 23:24:47 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:802.50 total_reward_ma:697.46 loss:-4.722 fps:323.1 +frame:1.42e+06 wall_t:4395 t:88750 epi:nan +opt_step:88125 lr:0.0003 alpha:0.01674 +2026-02-10 23:25:17 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:729.75 total_reward_ma:701.01 loss:-4.127 fps:323.1 +frame:1.43e+06 wall_t:4426 t:89375 epi:nan +opt_step:88750 lr:0.0003 alpha:0.01587 +2026-02-10 23:25:48 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:679.00 total_reward_ma:704.25 loss:-4.421 fps:323.2 +frame:1.44e+06 wall_t:4456 t:90000 epi:nan +opt_step:89375 lr:0.0003 alpha:0.01566 +2026-02-10 23:26:18 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:678.25 total_reward_ma:707.54 loss:-4.059 fps:323.2 +frame:1.45e+06 wall_t:4486 t:90625 epi:nan +opt_step:90000 lr:0.0003 alpha:0.01568 +2026-02-10 23:26:49 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:678.25 total_reward_ma:710.77 loss:-4.151 fps:323.2 +frame:1.46e+06 wall_t:4517 t:91250 epi:nan +opt_step:90625 lr:0.0003 alpha:0.01552 +2026-02-10 23:27:20 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:676.50 total_reward_ma:713.73 loss:-3.847 fps:323.2 +frame:1.47e+06 wall_t:4548 t:91875 epi:nan +opt_step:91250 lr:0.0003 alpha:0.01487 +2026-02-10 23:27:51 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:694.00 total_reward_ma:716.57 loss:-3.837 fps:323.2 +frame:1.48e+06 wall_t:4579 t:92500 epi:nan +opt_step:91875 lr:0.0003 alpha:0.01476 +2026-02-10 23:28:21 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:703.75 total_reward_ma:719.10 loss:-3.832 fps:323.3 +frame:1.49e+06 wall_t:4609 t:93125 epi:nan +opt_step:92500 lr:0.0003 alpha:0.01449 +2026-02-10 23:28:52 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:785.00 total_reward_ma:722.36 loss:-3.779 fps:323.3 +frame:1.50e+06 wall_t:4640 t:93750 epi:nan +opt_step:93125 lr:0.0003 alpha:0.01392 +2026-02-10 23:29:22 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:846.75 total_reward_ma:726.05 loss:-3.726 fps:323.3 +frame:1.51e+06 wall_t:4670 t:94375 epi:nan +opt_step:93750 lr:0.0003 alpha:0.01414 +2026-02-10 23:29:53 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:999.25 total_reward_ma:731.30 loss:-3.581 fps:323.3 +frame:1.52e+06 wall_t:4701 t:95000 epi:nan +opt_step:94375 lr:0.0003 alpha:0.01376 +2026-02-10 23:30:23 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:1009.00 total_reward_ma:736.67 loss:-3.481 fps:323.4 +frame:1.53e+06 wall_t:4731 t:95625 epi:nan +opt_step:95000 lr:0.0003 alpha:0.01359 +2026-02-10 23:30:54 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:1051.25 total_reward_ma:742.53 loss:-3.613 fps:323.4 +frame:1.54e+06 wall_t:4762 t:96250 epi:nan +opt_step:95625 lr:0.0003 alpha:0.01308 +2026-02-10 23:31:24 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:1056.25 total_reward_ma:748.66 loss:-3.582 fps:323.5 +frame:1.55e+06 wall_t:4792 t:96875 epi:nan +opt_step:96250 lr:0.0003 alpha:0.0132 +2026-02-10 23:31:55 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:1065.25 total_reward_ma:754.74 loss:-3.777 fps:323.5 +frame:1.56e+06 wall_t:4823 t:97500 epi:nan +opt_step:96875 lr:0.0003 alpha:0.01295 +2026-02-10 23:32:26 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:1198.00 total_reward_ma:761.99 loss:-4.092 fps:323.4 +frame:1.57e+06 wall_t:4854 t:98125 epi:nan +opt_step:97500 lr:0.0003 alpha:0.01284 +2026-02-10 23:32:57 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:1194.00 total_reward_ma:769.49 loss:-3.906 fps:323.4 +frame:1.58e+06 wall_t:4885 t:98750 epi:nan +opt_step:98125 lr:0.0003 alpha:0.01341 +2026-02-10 23:33:27 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:1251.00 total_reward_ma:777.45 loss:-3.745 fps:323.5 +frame:1.59e+06 wall_t:4915 t:99375 epi:nan +opt_step:98750 lr:0.0003 alpha:0.01322 +2026-02-10 23:33:58 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:1349.50 total_reward_ma:786.31 loss:-3.813 fps:323.5 +frame:1.60e+06 wall_t:4946 t:100000 epi:nan +opt_step:99375 lr:0.0003 alpha:0.01291 +2026-02-10 23:34:29 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:1363.25 total_reward_ma:795.51 loss:-4.16 fps:323.5 +frame:1.61e+06 wall_t:4977 t:100625 epi:nan +opt_step:100000 lr:0.0003 alpha:0.01283 +2026-02-10 23:34:59 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:1323.75 total_reward_ma:804.51 loss:-4.035 fps:323.5 +frame:1.62e+06 wall_t:5007 t:101250 epi:nan +opt_step:100625 lr:0.0003 alpha:0.01273 +2026-02-10 23:35:30 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:1301.00 total_reward_ma:813.46 loss:-3.644 fps:323.5 +frame:1.63e+06 wall_t:5038 t:101875 epi:nan +opt_step:101250 lr:0.0003 alpha:0.01279 +2026-02-10 23:36:01 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:1360.75 total_reward_ma:823.12 loss:-4.181 fps:323.5 +frame:1.64e+06 wall_t:5069 t:102500 epi:nan +opt_step:101875 lr:0.0003 alpha:0.01302 +2026-02-10 23:36:31 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:1410.00 total_reward_ma:833.58 loss:-3.88 fps:323.5 +frame:1.65e+06 wall_t:5100 t:103125 epi:nan +opt_step:102500 lr:0.0003 alpha:0.01351 +2026-02-10 23:37:02 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:1448.50 total_reward_ma:844.21 loss:-4.103 fps:323.6 +frame:1.66e+06 wall_t:5130 t:103750 epi:nan +opt_step:103125 lr:0.0003 alpha:0.01336 +2026-02-10 23:37:33 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:1417.75 total_reward_ma:854.30 loss:-4.131 fps:323.6 +frame:1.67e+06 wall_t:5161 t:104375 epi:nan +opt_step:103750 lr:0.0003 alpha:0.01353 +2026-02-10 23:38:04 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:1373.75 total_reward_ma:863.85 loss:-4.068 fps:323.6 +frame:1.68e+06 wall_t:5192 t:105000 epi:nan +opt_step:104375 lr:0.0003 alpha:0.01316 +2026-02-10 23:38:35 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:1380.00 total_reward_ma:873.26 loss:-3.878 fps:323.6 +frame:1.69e+06 wall_t:5223 t:105625 epi:nan +opt_step:105000 lr:0.0003 alpha:0.01278 +2026-02-10 23:39:05 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:1335.25 total_reward_ma:881.74 loss:-4.297 fps:323.6 +frame:1.70e+06 wall_t:5253 t:106250 epi:nan +opt_step:105625 lr:0.0003 alpha:0.01345 +2026-02-10 23:39:37 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:1253.50 total_reward_ma:889.25 loss:-4.094 fps:323.6 +frame:1.71e+06 wall_t:5285 t:106875 epi:nan +opt_step:106250 lr:0.0003 alpha:0.01411 +2026-02-10 23:40:07 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:1212.75 total_reward_ma:896.32 loss:-4.227 fps:323.6 +frame:1.72e+06 wall_t:5315 t:107500 epi:nan +opt_step:106875 lr:0.0003 alpha:0.01472 +2026-02-10 23:40:38 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:1232.75 total_reward_ma:903.23 loss:-4.006 fps:323.6 +frame:1.73e+06 wall_t:5346 t:108125 epi:nan +opt_step:107500 lr:0.0003 alpha:0.01524 +2026-02-10 23:41:09 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:1263.00 total_reward_ma:910.22 loss:-4.464 fps:323.6 +frame:1.74e+06 wall_t:5377 t:108750 epi:nan +opt_step:108125 lr:0.0003 alpha:0.01561 +2026-02-10 23:41:39 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:1201.00 total_reward_ma:916.67 loss:-4.899 fps:323.7 +frame:1.75e+06 wall_t:5407 t:109375 epi:nan +opt_step:108750 lr:0.0003 alpha:0.01579 +2026-02-10 23:42:10 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:1172.50 total_reward_ma:922.76 loss:-4.977 fps:323.6 +frame:1.76e+06 wall_t:5438 t:110000 epi:nan +opt_step:109375 lr:0.0003 alpha:0.01698 +2026-02-10 23:42:40 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:1268.00 total_reward_ma:929.92 loss:-4.729 fps:323.7 +frame:1.77e+06 wall_t:5468 t:110625 epi:nan +opt_step:110000 lr:0.0003 alpha:0.01727 +2026-02-10 23:43:11 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:1255.75 total_reward_ma:936.83 loss:-4.945 fps:323.7 +frame:1.78e+06 wall_t:5499 t:111250 epi:nan +opt_step:110625 lr:0.0003 alpha:0.01687 +2026-02-10 23:43:41 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:1373.75 total_reward_ma:944.64 loss:-4.949 fps:323.7 +frame:1.79e+06 wall_t:5529 t:111875 epi:nan +opt_step:111250 lr:0.0003 alpha:0.01784 +2026-02-10 23:44:12 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:1450.75 total_reward_ma:953.20 loss:-5.085 fps:323.7 +frame:1.80e+06 wall_t:5560 t:112500 epi:nan +opt_step:111875 lr:0.0003 alpha:0.01903 +2026-02-10 23:44:42 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:1498.75 total_reward_ma:962.04 loss:-5.521 fps:323.8 +frame:1.81e+06 wall_t:5590 t:113125 epi:nan +opt_step:112500 lr:0.0003 alpha:0.01929 +2026-02-10 23:45:13 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:1501.50 total_reward_ma:971.12 loss:-5.289 fps:323.8 +frame:1.82e+06 wall_t:5621 t:113750 epi:nan +opt_step:113125 lr:0.0003 alpha:0.01951 +2026-02-10 23:45:44 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:1509.25 total_reward_ma:980.37 loss:-5.772 fps:323.8 +frame:1.83e+06 wall_t:5652 t:114375 epi:nan +opt_step:113750 lr:0.0003 alpha:0.01961 +2026-02-10 23:46:15 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:1590.00 total_reward_ma:990.54 loss:-5.783 fps:323.8 +frame:1.84e+06 wall_t:5683 t:115000 epi:nan +opt_step:114375 lr:0.0003 alpha:0.02043 +2026-02-10 23:46:45 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:1737.50 total_reward_ma:1002.13 loss:-5.333 fps:323.8 +frame:1.85e+06 wall_t:5713 t:115625 epi:nan +opt_step:115000 lr:0.0003 alpha:0.02151 +2026-02-10 23:47:16 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:1743.75 total_reward_ma:1013.76 loss:-5.636 fps:323.8 +frame:1.86e+06 wall_t:5744 t:116250 epi:nan +opt_step:115625 lr:0.0003 alpha:0.02224 +2026-02-10 23:47:46 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:1679.75 total_reward_ma:1024.91 loss:-5.863 fps:323.9 +frame:1.87e+06 wall_t:5774 t:116875 epi:nan +opt_step:116250 lr:0.0003 alpha:0.02363 +2026-02-10 23:48:16 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:1685.50 total_reward_ma:1036.31 loss:-6.894 fps:323.9 +frame:1.88e+06 wall_t:5805 t:117500 epi:nan +opt_step:116875 lr:0.0003 alpha:0.02379 +2026-02-10 23:48:47 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:1700.25 total_reward_ma:1048.00 loss:-5.849 fps:323.9 +frame:1.89e+06 wall_t:5835 t:118125 epi:nan +opt_step:117500 lr:0.0003 alpha:0.02484 +2026-02-10 23:49:17 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:1675.75 total_reward_ma:1059.40 loss:-6.39 fps:324 +frame:1.90e+06 wall_t:5865 t:118750 epi:nan +opt_step:118125 lr:0.0003 alpha:0.02567 +2026-02-10 23:49:48 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:1646.25 total_reward_ma:1070.52 loss:-6.566 fps:323.9 +frame:1.91e+06 wall_t:5896 t:119375 epi:nan +opt_step:118750 lr:0.0003 alpha:0.02755 +2026-02-10 23:50:18 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:1694.75 total_reward_ma:1082.17 loss:-6.841 fps:324 +frame:1.92e+06 wall_t:5926 t:120000 epi:nan +opt_step:119375 lr:0.0003 alpha:0.02935 +2026-02-10 23:50:50 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:1586.75 total_reward_ma:1092.73 loss:-7.005 fps:323.9 +frame:1.93e+06 wall_t:5958 t:120625 epi:nan +opt_step:120000 lr:0.0003 alpha:0.03052 +2026-02-10 23:51:21 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:1569.75 total_reward_ma:1103.23 loss:-7.132 fps:323.9 +frame:1.94e+06 wall_t:5989 t:121250 epi:nan +opt_step:120625 lr:0.0003 alpha:0.03169 +2026-02-10 23:51:51 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:1460.75 total_reward_ma:1112.67 loss:-7.487 fps:324 +frame:1.95e+06 wall_t:6019 t:121875 epi:nan +opt_step:121250 lr:0.0003 alpha:0.03274 +2026-02-10 23:52:22 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:1403.75 total_reward_ma:1121.62 loss:-7.19 fps:324 +frame:1.96e+06 wall_t:6050 t:122500 epi:nan +opt_step:121875 lr:0.0003 alpha:0.03344 +2026-02-10 23:52:53 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:1409.50 total_reward_ma:1130.60 loss:-7.833 fps:324 +frame:1.97e+06 wall_t:6081 t:123125 epi:nan +opt_step:122500 lr:0.0003 alpha:0.03399 +2026-02-10 23:53:23 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:1428.25 total_reward_ma:1139.48 loss:-7.583 fps:324 +frame:1.98e+06 wall_t:6111 t:123750 epi:nan +opt_step:123125 lr:0.0003 alpha:0.03616 +2026-02-10 23:53:53 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:1296.75 total_reward_ma:1147.17 loss:-8.284 fps:324.1 +frame:1.99e+06 wall_t:6141 t:124375 epi:nan +opt_step:123750 lr:0.0003 alpha:0.03785 +2026-02-10 23:54:24 | INFO | PID:1372 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:1250.00 total_reward_ma:1154.32 loss:-8.416 fps:324 +frame:2.00e+06 wall_t:6172 t:125000 epi:nan +opt_step:124375 lr:0.0003 alpha:0.03877 +2026-02-10 23:54:25 | INFO | PID:1372 | slm_lab.lib.logger:info | Session 2 done diff --git a/data/sac_atari_qbert_2026_02_10_221123/log/sac_atari_qbert_t0_s3.log b/data/sac_atari_qbert_2026_02_10_221123/log/sac_atari_qbert_t0_s3.log new file mode 100644 index 0000000000000000000000000000000000000000..3975857567b0593b45c251ed4e5f0bddeed4ab3c --- /dev/null +++ b/data/sac_atari_qbert_2026_02_10_221123/log/sac_atari_qbert_t0_s3.log @@ -0,0 +1,802 @@ +2026-02-10 22:11:29 | INFO | PID:1373 | slm_lab.env:_make_vector_env | AtariVectorEnv: 16 envs, native preprocessing +2026-02-10 22:12:25 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:132.29 total_reward_ma:132.29 loss:nan fps:185.2 +frame:1.00e+04 wall_t:54 t:625 epi:nan +opt_step:0 lr:0.0003 alpha:1 +2026-02-10 22:12:57 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:150.93 total_reward_ma:141.61 loss:-7.439 fps:235.3 +frame:2.00e+04 wall_t:85 t:1250 epi:nan +opt_step:625 lr:0.0003 alpha:0.8345 +2026-02-10 22:13:28 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:141.76 total_reward_ma:141.66 loss:-10.66 fps:258.6 +frame:3.00e+04 wall_t:116 t:1875 epi:nan +opt_step:1250 lr:0.0003 alpha:0.7059 +2026-02-10 22:14:00 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:139.25 total_reward_ma:141.06 loss:-13.58 fps:270.3 +frame:4.00e+04 wall_t:148 t:2500 epi:nan +opt_step:1875 lr:0.0003 alpha:0.6026 +2026-02-10 22:14:31 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:137.25 total_reward_ma:140.30 loss:-15.61 fps:277.8 +frame:5.00e+04 wall_t:180 t:3125 epi:nan +opt_step:2500 lr:0.0003 alpha:0.5177 +2026-02-10 22:15:02 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:133.25 total_reward_ma:139.12 loss:-17.5 fps:285.7 +frame:6.00e+04 wall_t:210 t:3750 epi:nan +opt_step:3125 lr:0.0003 alpha:0.4468 +2026-02-10 22:15:34 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:160.00 total_reward_ma:142.10 loss:-19.14 fps:289.3 +frame:7.00e+04 wall_t:242 t:4375 epi:nan +opt_step:3750 lr:0.0003 alpha:0.3868 +2026-02-10 22:16:05 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:154.75 total_reward_ma:143.69 loss:-20.25 fps:293 +frame:8.00e+04 wall_t:273 t:5000 epi:nan +opt_step:4375 lr:0.0003 alpha:0.3356 +2026-02-10 22:16:36 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:179.75 total_reward_ma:147.69 loss:-20.46 fps:296.1 +frame:9.00e+04 wall_t:304 t:5625 epi:nan +opt_step:5000 lr:0.0003 alpha:0.2916 +2026-02-10 22:17:07 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:165.25 total_reward_ma:149.45 loss:-22.03 fps:298.5 +frame:1.00e+05 wall_t:335 t:6250 epi:nan +opt_step:5625 lr:0.0003 alpha:0.2537 +2026-02-10 22:17:38 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:173.75 total_reward_ma:151.66 loss:-21.93 fps:300.5 +frame:1.10e+05 wall_t:366 t:6875 epi:nan +opt_step:6250 lr:0.0003 alpha:0.2208 +2026-02-10 22:18:09 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:163.25 total_reward_ma:152.62 loss:-21.67 fps:302.3 +frame:1.20e+05 wall_t:397 t:7500 epi:nan +opt_step:6875 lr:0.0003 alpha:0.1924 +2026-02-10 22:18:41 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:169.75 total_reward_ma:153.94 loss:-22.81 fps:303 +frame:1.30e+05 wall_t:429 t:8125 epi:nan +opt_step:7500 lr:0.0003 alpha:0.1676 +2026-02-10 22:19:12 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:166.25 total_reward_ma:154.82 loss:-22.44 fps:304.3 +frame:1.40e+05 wall_t:460 t:8750 epi:nan +opt_step:8125 lr:0.0003 alpha:0.1462 +2026-02-10 22:19:42 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:168.00 total_reward_ma:155.70 loss:-22.6 fps:306.1 +frame:1.50e+05 wall_t:490 t:9375 epi:nan +opt_step:8750 lr:0.0003 alpha:0.1275 +2026-02-10 22:20:13 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:146.50 total_reward_ma:155.12 loss:-21.92 fps:307.1 +frame:1.60e+05 wall_t:521 t:10000 epi:nan +opt_step:9375 lr:0.0003 alpha:0.1113 +2026-02-10 22:20:45 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:138.75 total_reward_ma:154.16 loss:-21.95 fps:307.4 +frame:1.70e+05 wall_t:553 t:10625 epi:nan +opt_step:10000 lr:0.0003 alpha:0.09709 +2026-02-10 22:21:15 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:152.75 total_reward_ma:154.08 loss:-21.21 fps:308.7 +frame:1.80e+05 wall_t:583 t:11250 epi:nan +opt_step:10625 lr:0.0003 alpha:0.08471 +2026-02-10 22:21:46 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:152.75 total_reward_ma:154.01 loss:-20.46 fps:309.4 +frame:1.90e+05 wall_t:614 t:11875 epi:nan +opt_step:11250 lr:0.0003 alpha:0.07392 +2026-02-10 22:22:17 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:157.00 total_reward_ma:154.16 loss:-19.93 fps:310.1 +frame:2.00e+05 wall_t:645 t:12500 epi:nan +opt_step:11875 lr:0.0003 alpha:0.06453 +2026-02-10 22:22:49 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:163.75 total_reward_ma:154.62 loss:-19.26 fps:310.2 +frame:2.10e+05 wall_t:677 t:13125 epi:nan +opt_step:12500 lr:0.0003 alpha:0.05636 +2026-02-10 22:23:20 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:144.00 total_reward_ma:154.14 loss:-18.43 fps:310.7 +frame:2.20e+05 wall_t:708 t:13750 epi:nan +opt_step:13125 lr:0.0003 alpha:0.04927 +2026-02-10 22:23:51 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:157.50 total_reward_ma:154.28 loss:-19.4 fps:311.2 +frame:2.30e+05 wall_t:739 t:14375 epi:nan +opt_step:13750 lr:0.0003 alpha:0.04307 +2026-02-10 22:24:21 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:151.75 total_reward_ma:154.18 loss:-18.64 fps:312.1 +frame:2.40e+05 wall_t:769 t:15000 epi:nan +opt_step:14375 lr:0.0003 alpha:0.03769 +2026-02-10 22:24:52 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:167.00 total_reward_ma:154.69 loss:-18.25 fps:312.5 +frame:2.50e+05 wall_t:800 t:15625 epi:nan +opt_step:15000 lr:0.0003 alpha:0.033 +2026-02-10 22:25:23 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:213.25 total_reward_ma:156.94 loss:-17.76 fps:312.9 +frame:2.60e+05 wall_t:831 t:16250 epi:nan +opt_step:15625 lr:0.0003 alpha:0.02903 +2026-02-10 22:25:54 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:236.00 total_reward_ma:159.87 loss:-17.6 fps:313.2 +frame:2.70e+05 wall_t:862 t:16875 epi:nan +opt_step:16250 lr:0.0003 alpha:0.02564 +2026-02-10 22:26:25 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:281.50 total_reward_ma:164.21 loss:-16.95 fps:313.5 +frame:2.80e+05 wall_t:893 t:17500 epi:nan +opt_step:16875 lr:0.0003 alpha:0.0227 +2026-02-10 22:26:56 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:302.25 total_reward_ma:168.97 loss:-16.99 fps:313.9 +frame:2.90e+05 wall_t:924 t:18125 epi:nan +opt_step:17500 lr:0.0003 alpha:0.02011 +2026-02-10 22:27:26 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:314.75 total_reward_ma:173.83 loss:-16.65 fps:314.5 +frame:3.00e+05 wall_t:954 t:18750 epi:nan +opt_step:18125 lr:0.0003 alpha:0.01786 +2026-02-10 22:27:57 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:338.00 total_reward_ma:179.13 loss:-16.01 fps:314.7 +frame:3.10e+05 wall_t:985 t:19375 epi:nan +opt_step:18750 lr:0.0003 alpha:0.01584 +2026-02-10 22:28:28 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:353.00 total_reward_ma:184.56 loss:-15.52 fps:315 +frame:3.20e+05 wall_t:1016 t:20000 epi:nan +opt_step:19375 lr:0.0003 alpha:0.01413 +2026-02-10 22:28:59 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:353.75 total_reward_ma:189.69 loss:-14.74 fps:315.2 +frame:3.30e+05 wall_t:1047 t:20625 epi:nan +opt_step:20000 lr:0.0003 alpha:0.01268 +2026-02-10 22:29:29 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:334.75 total_reward_ma:193.96 loss:-14.35 fps:315.7 +frame:3.40e+05 wall_t:1077 t:21250 epi:nan +opt_step:20625 lr:0.0003 alpha:0.01162 +2026-02-10 22:30:00 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:312.75 total_reward_ma:197.35 loss:-14.22 fps:315.9 +frame:3.50e+05 wall_t:1108 t:21875 epi:nan +opt_step:21250 lr:0.0003 alpha:0.01075 +2026-02-10 22:30:31 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:282.00 total_reward_ma:199.70 loss:-14.02 fps:316.1 +frame:3.60e+05 wall_t:1139 t:22500 epi:nan +opt_step:21875 lr:0.0003 alpha:0.01016 +2026-02-10 22:31:01 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:233.25 total_reward_ma:200.61 loss:-14.02 fps:316.2 +frame:3.70e+05 wall_t:1170 t:23125 epi:nan +opt_step:22500 lr:0.0003 alpha:0.01005 +2026-02-10 22:31:32 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:212.00 total_reward_ma:200.91 loss:-13.31 fps:316.7 +frame:3.80e+05 wall_t:1200 t:23750 epi:nan +opt_step:23125 lr:0.0003 alpha:0.01026 +2026-02-10 22:32:03 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:208.25 total_reward_ma:201.10 loss:-13.68 fps:316.8 +frame:3.90e+05 wall_t:1231 t:24375 epi:nan +opt_step:23750 lr:0.0003 alpha:0.009972 +2026-02-10 22:32:34 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:255.75 total_reward_ma:202.46 loss:-13 fps:317 +frame:4.00e+05 wall_t:1262 t:25000 epi:nan +opt_step:24375 lr:0.0003 alpha:0.0104 +2026-02-10 22:33:05 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:304.00 total_reward_ma:204.94 loss:-13.24 fps:317.1 +frame:4.10e+05 wall_t:1293 t:25625 epi:nan +opt_step:25000 lr:0.0003 alpha:0.01107 +2026-02-10 22:33:35 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:330.00 total_reward_ma:207.92 loss:-12.8 fps:317.5 +frame:4.20e+05 wall_t:1323 t:26250 epi:nan +opt_step:25625 lr:0.0003 alpha:0.0127 +2026-02-10 22:34:06 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:339.50 total_reward_ma:210.98 loss:-12.7 fps:317.6 +frame:4.30e+05 wall_t:1354 t:26875 epi:nan +opt_step:26250 lr:0.0003 alpha:0.01447 +2026-02-10 22:34:37 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:348.50 total_reward_ma:214.10 loss:-12.46 fps:317.7 +frame:4.40e+05 wall_t:1385 t:27500 epi:nan +opt_step:26875 lr:0.0003 alpha:0.01612 +2026-02-10 22:35:08 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:350.75 total_reward_ma:217.14 loss:-12.37 fps:317.8 +frame:4.50e+05 wall_t:1416 t:28125 epi:nan +opt_step:27500 lr:0.0003 alpha:0.01701 +2026-02-10 22:35:38 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:375.75 total_reward_ma:220.59 loss:-12.4 fps:318.1 +frame:4.60e+05 wall_t:1446 t:28750 epi:nan +opt_step:28125 lr:0.0003 alpha:0.01644 +2026-02-10 22:36:09 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:376.50 total_reward_ma:223.90 loss:-12.15 fps:318.2 +frame:4.70e+05 wall_t:1477 t:29375 epi:nan +opt_step:28750 lr:0.0003 alpha:0.01498 +2026-02-10 22:36:40 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:372.25 total_reward_ma:226.99 loss:-11.89 fps:318.3 +frame:4.80e+05 wall_t:1508 t:30000 epi:nan +opt_step:29375 lr:0.0003 alpha:0.01431 +2026-02-10 22:37:10 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:362.50 total_reward_ma:229.76 loss:-11.86 fps:318.4 +frame:4.90e+05 wall_t:1539 t:30625 epi:nan +opt_step:30000 lr:0.0003 alpha:0.01418 +2026-02-10 22:37:41 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:365.00 total_reward_ma:232.46 loss:-11.4 fps:318.7 +frame:5.00e+05 wall_t:1569 t:31250 epi:nan +opt_step:30625 lr:0.0003 alpha:0.0138 +2026-02-10 22:38:11 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:375.25 total_reward_ma:235.26 loss:-11.67 fps:318.9 +frame:5.10e+05 wall_t:1599 t:31875 epi:nan +opt_step:31250 lr:0.0003 alpha:0.01318 +2026-02-10 22:38:42 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:389.75 total_reward_ma:238.24 loss:-11.39 fps:319 +frame:5.20e+05 wall_t:1630 t:32500 epi:nan +opt_step:31875 lr:0.0003 alpha:0.01426 +2026-02-10 22:39:13 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:418.75 total_reward_ma:241.64 loss:-10.74 fps:319.1 +frame:5.30e+05 wall_t:1661 t:33125 epi:nan +opt_step:32500 lr:0.0003 alpha:0.01431 +2026-02-10 22:39:43 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:461.25 total_reward_ma:245.71 loss:-10.62 fps:319.3 +frame:5.40e+05 wall_t:1691 t:33750 epi:nan +opt_step:33125 lr:0.0003 alpha:0.01339 +2026-02-10 22:40:13 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:469.25 total_reward_ma:249.77 loss:-10.73 fps:319.6 +frame:5.50e+05 wall_t:1721 t:34375 epi:nan +opt_step:33750 lr:0.0003 alpha:0.01365 +2026-02-10 22:40:44 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:481.25 total_reward_ma:253.91 loss:-10.46 fps:319.6 +frame:5.60e+05 wall_t:1752 t:35000 epi:nan +opt_step:34375 lr:0.0003 alpha:0.01312 +2026-02-10 22:41:15 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:489.50 total_reward_ma:258.04 loss:-10.2 fps:319.7 +frame:5.70e+05 wall_t:1783 t:35625 epi:nan +opt_step:35000 lr:0.0003 alpha:0.01242 +2026-02-10 22:41:46 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:489.25 total_reward_ma:262.03 loss:-10.51 fps:319.7 +frame:5.80e+05 wall_t:1814 t:36250 epi:nan +opt_step:35625 lr:0.0003 alpha:0.01207 +2026-02-10 22:42:17 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:480.25 total_reward_ma:265.72 loss:-10.05 fps:319.8 +frame:5.90e+05 wall_t:1845 t:36875 epi:nan +opt_step:36250 lr:0.0003 alpha:0.01195 +2026-02-10 22:42:47 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:504.25 total_reward_ma:269.70 loss:-10.1 fps:320 +frame:6.00e+05 wall_t:1875 t:37500 epi:nan +opt_step:36875 lr:0.0003 alpha:0.01374 +2026-02-10 22:43:18 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:496.25 total_reward_ma:273.41 loss:-9.956 fps:320 +frame:6.10e+05 wall_t:1906 t:38125 epi:nan +opt_step:37500 lr:0.0003 alpha:0.01395 +2026-02-10 22:43:49 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:493.00 total_reward_ma:276.96 loss:-9.654 fps:320.1 +frame:6.20e+05 wall_t:1937 t:38750 epi:nan +opt_step:38125 lr:0.0003 alpha:0.01426 +2026-02-10 22:44:20 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:507.25 total_reward_ma:280.61 loss:-10.14 fps:320.1 +frame:6.30e+05 wall_t:1968 t:39375 epi:nan +opt_step:38750 lr:0.0003 alpha:0.01357 +2026-02-10 22:44:51 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:500.75 total_reward_ma:284.05 loss:-10.16 fps:320.2 +frame:6.40e+05 wall_t:1999 t:40000 epi:nan +opt_step:39375 lr:0.0003 alpha:0.01398 +2026-02-10 22:45:21 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:519.75 total_reward_ma:287.68 loss:-9.754 fps:320.4 +frame:6.50e+05 wall_t:2029 t:40625 epi:nan +opt_step:40000 lr:0.0003 alpha:0.01385 +2026-02-10 22:45:52 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:517.25 total_reward_ma:291.16 loss:-9.559 fps:320.4 +frame:6.60e+05 wall_t:2060 t:41250 epi:nan +opt_step:40625 lr:0.0003 alpha:0.01408 +2026-02-10 22:46:22 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:525.50 total_reward_ma:294.65 loss:-9.526 fps:320.6 +frame:6.70e+05 wall_t:2090 t:41875 epi:nan +opt_step:41250 lr:0.0003 alpha:0.01409 +2026-02-10 22:46:53 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:526.75 total_reward_ma:298.07 loss:-10.01 fps:320.6 +frame:6.80e+05 wall_t:2121 t:42500 epi:nan +opt_step:41875 lr:0.0003 alpha:0.01383 +2026-02-10 22:47:24 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:515.25 total_reward_ma:301.21 loss:-9.748 fps:320.6 +frame:6.90e+05 wall_t:2152 t:43125 epi:nan +opt_step:42500 lr:0.0003 alpha:0.01355 +2026-02-10 22:47:55 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:505.25 total_reward_ma:304.13 loss:-9.568 fps:320.7 +frame:7.00e+05 wall_t:2183 t:43750 epi:nan +opt_step:43125 lr:0.0003 alpha:0.01293 +2026-02-10 22:48:26 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:544.75 total_reward_ma:307.52 loss:-9.46 fps:320.7 +frame:7.10e+05 wall_t:2214 t:44375 epi:nan +opt_step:43750 lr:0.0003 alpha:0.01377 +2026-02-10 22:48:56 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:609.50 total_reward_ma:311.71 loss:-9.247 fps:320.7 +frame:7.20e+05 wall_t:2245 t:45000 epi:nan +opt_step:44375 lr:0.0003 alpha:0.01416 +2026-02-10 22:49:27 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:629.75 total_reward_ma:316.07 loss:-9.316 fps:320.9 +frame:7.30e+05 wall_t:2275 t:45625 epi:nan +opt_step:45000 lr:0.0003 alpha:0.0148 +2026-02-10 22:49:58 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:635.00 total_reward_ma:320.38 loss:-9.116 fps:320.9 +frame:7.40e+05 wall_t:2306 t:46250 epi:nan +opt_step:45625 lr:0.0003 alpha:0.01425 +2026-02-10 22:50:29 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:681.00 total_reward_ma:325.19 loss:-9.313 fps:320.9 +frame:7.50e+05 wall_t:2337 t:46875 epi:nan +opt_step:46250 lr:0.0003 alpha:0.01506 +2026-02-10 22:51:00 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:702.25 total_reward_ma:330.15 loss:-9.063 fps:320.9 +frame:7.60e+05 wall_t:2368 t:47500 epi:nan +opt_step:46875 lr:0.0003 alpha:0.01431 +2026-02-10 22:51:31 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:673.25 total_reward_ma:334.60 loss:-8.55 fps:321 +frame:7.70e+05 wall_t:2399 t:48125 epi:nan +opt_step:47500 lr:0.0003 alpha:0.01464 +2026-02-10 22:52:01 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:646.25 total_reward_ma:338.60 loss:-9.008 fps:321.1 +frame:7.80e+05 wall_t:2429 t:48750 epi:nan +opt_step:48125 lr:0.0003 alpha:0.01418 +2026-02-10 22:52:32 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:591.25 total_reward_ma:341.80 loss:-8.379 fps:321.1 +frame:7.90e+05 wall_t:2460 t:49375 epi:nan +opt_step:48750 lr:0.0003 alpha:0.01375 +2026-02-10 22:53:03 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:562.50 total_reward_ma:344.56 loss:-8.306 fps:321.2 +frame:8.00e+05 wall_t:2491 t:50000 epi:nan +opt_step:49375 lr:0.0003 alpha:0.01485 +2026-02-10 22:53:34 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:559.00 total_reward_ma:347.20 loss:-8.459 fps:321.2 +frame:8.10e+05 wall_t:2522 t:50625 epi:nan +opt_step:50000 lr:0.0003 alpha:0.0147 +2026-02-10 22:54:06 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:527.00 total_reward_ma:349.40 loss:-8.175 fps:321.1 +frame:8.20e+05 wall_t:2554 t:51250 epi:nan +opt_step:50625 lr:0.0003 alpha:0.01482 +2026-02-10 22:54:37 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:522.25 total_reward_ma:351.48 loss:-8.034 fps:321.1 +frame:8.30e+05 wall_t:2585 t:51875 epi:nan +opt_step:51250 lr:0.0003 alpha:0.01479 +2026-02-10 22:55:07 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:531.50 total_reward_ma:353.62 loss:-8.128 fps:321.2 +frame:8.40e+05 wall_t:2615 t:52500 epi:nan +opt_step:51875 lr:0.0003 alpha:0.01519 +2026-02-10 22:55:39 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:546.25 total_reward_ma:355.89 loss:-7.77 fps:321.1 +frame:8.50e+05 wall_t:2647 t:53125 epi:nan +opt_step:52500 lr:0.0003 alpha:0.01612 +2026-02-10 22:56:09 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:583.25 total_reward_ma:358.53 loss:-7.583 fps:321.3 +frame:8.60e+05 wall_t:2677 t:53750 epi:nan +opt_step:53125 lr:0.0003 alpha:0.01617 +2026-02-10 22:56:39 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:613.75 total_reward_ma:361.47 loss:-7.491 fps:321.4 +frame:8.70e+05 wall_t:2707 t:54375 epi:nan +opt_step:53750 lr:0.0003 alpha:0.01712 +2026-02-10 22:57:10 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:640.25 total_reward_ma:364.63 loss:-7.097 fps:321.4 +frame:8.80e+05 wall_t:2738 t:55000 epi:nan +opt_step:54375 lr:0.0003 alpha:0.01666 +2026-02-10 22:57:41 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:669.25 total_reward_ma:368.06 loss:-6.955 fps:321.4 +frame:8.90e+05 wall_t:2769 t:55625 epi:nan +opt_step:55000 lr:0.0003 alpha:0.01605 +2026-02-10 22:58:12 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:695.00 total_reward_ma:371.69 loss:-7.148 fps:321.4 +frame:9.00e+05 wall_t:2800 t:56250 epi:nan +opt_step:55625 lr:0.0003 alpha:0.0156 +2026-02-10 22:58:42 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:696.25 total_reward_ma:375.26 loss:-7.159 fps:321.6 +frame:9.10e+05 wall_t:2830 t:56875 epi:nan +opt_step:56250 lr:0.0003 alpha:0.0155 +2026-02-10 22:59:13 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:696.00 total_reward_ma:378.74 loss:-6.793 fps:321.6 +frame:9.20e+05 wall_t:2861 t:57500 epi:nan +opt_step:56875 lr:0.0003 alpha:0.015 +2026-02-10 22:59:44 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:682.50 total_reward_ma:382.01 loss:-6.869 fps:321.6 +frame:9.30e+05 wall_t:2892 t:58125 epi:nan +opt_step:57500 lr:0.0003 alpha:0.01443 +2026-02-10 23:00:15 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:671.00 total_reward_ma:385.08 loss:-6.81 fps:321.6 +frame:9.40e+05 wall_t:2923 t:58750 epi:nan +opt_step:58125 lr:0.0003 alpha:0.01511 +2026-02-10 23:00:46 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:641.50 total_reward_ma:387.78 loss:-6.831 fps:321.6 +frame:9.50e+05 wall_t:2954 t:59375 epi:nan +opt_step:58750 lr:0.0003 alpha:0.01596 +2026-02-10 23:01:17 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:610.25 total_reward_ma:390.10 loss:-7.029 fps:321.6 +frame:9.60e+05 wall_t:2985 t:60000 epi:nan +opt_step:59375 lr:0.0003 alpha:0.01581 +2026-02-10 23:01:48 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:593.00 total_reward_ma:392.19 loss:-6.753 fps:321.6 +frame:9.70e+05 wall_t:3016 t:60625 epi:nan +opt_step:60000 lr:0.0003 alpha:0.0171 +2026-02-10 23:02:19 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:564.50 total_reward_ma:393.95 loss:-6.535 fps:321.6 +frame:9.80e+05 wall_t:3047 t:61250 epi:nan +opt_step:60625 lr:0.0003 alpha:0.01762 +2026-02-10 23:02:50 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:542.25 total_reward_ma:395.45 loss:-6.451 fps:321.6 +frame:9.90e+05 wall_t:3078 t:61875 epi:nan +opt_step:61250 lr:0.0003 alpha:0.01847 +2026-02-10 23:03:21 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:515.50 total_reward_ma:396.65 loss:-6.582 fps:321.6 +frame:1.00e+06 wall_t:3109 t:62500 epi:nan +opt_step:61875 lr:0.0003 alpha:0.01904 +2026-02-10 23:03:52 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:511.25 total_reward_ma:400.44 loss:-6.619 fps:321.7 +frame:1.01e+06 wall_t:3140 t:63125 epi:nan +opt_step:62500 lr:0.0003 alpha:0.01934 +2026-02-10 23:04:22 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:505.75 total_reward_ma:403.99 loss:-6.832 fps:321.8 +frame:1.02e+06 wall_t:3170 t:63750 epi:nan +opt_step:63125 lr:0.0003 alpha:0.01897 +2026-02-10 23:04:53 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:509.75 total_reward_ma:407.67 loss:-6.752 fps:321.8 +frame:1.03e+06 wall_t:3201 t:64375 epi:nan +opt_step:63750 lr:0.0003 alpha:0.0188 +2026-02-10 23:05:23 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:508.75 total_reward_ma:411.36 loss:-6.783 fps:321.9 +frame:1.04e+06 wall_t:3231 t:65000 epi:nan +opt_step:64375 lr:0.0003 alpha:0.0177 +2026-02-10 23:05:54 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:525.50 total_reward_ma:415.24 loss:-6.765 fps:321.9 +frame:1.05e+06 wall_t:3262 t:65625 epi:nan +opt_step:65000 lr:0.0003 alpha:0.01698 +2026-02-10 23:06:24 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:531.00 total_reward_ma:419.22 loss:-6.837 fps:322 +frame:1.06e+06 wall_t:3292 t:66250 epi:nan +opt_step:65625 lr:0.0003 alpha:0.01702 +2026-02-10 23:06:55 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:546.00 total_reward_ma:423.08 loss:-6.928 fps:322 +frame:1.07e+06 wall_t:3323 t:66875 epi:nan +opt_step:66250 lr:0.0003 alpha:0.01661 +2026-02-10 23:07:25 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:551.00 total_reward_ma:427.04 loss:-6.983 fps:322 +frame:1.08e+06 wall_t:3354 t:67500 epi:nan +opt_step:66875 lr:0.0003 alpha:0.01686 +2026-02-10 23:07:56 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:556.50 total_reward_ma:430.81 loss:-7.087 fps:322 +frame:1.09e+06 wall_t:3385 t:68125 epi:nan +opt_step:67500 lr:0.0003 alpha:0.01663 +2026-02-10 23:08:27 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:567.00 total_reward_ma:434.83 loss:-7.023 fps:322.1 +frame:1.10e+06 wall_t:3415 t:68750 epi:nan +opt_step:68125 lr:0.0003 alpha:0.01724 +2026-02-10 23:08:58 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:578.25 total_reward_ma:438.87 loss:-6.83 fps:322.1 +frame:1.11e+06 wall_t:3446 t:69375 epi:nan +opt_step:68750 lr:0.0003 alpha:0.01763 +2026-02-10 23:09:29 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:584.00 total_reward_ma:443.08 loss:-6.773 fps:322.1 +frame:1.12e+06 wall_t:3477 t:70000 epi:nan +opt_step:69375 lr:0.0003 alpha:0.01921 +2026-02-10 23:09:59 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:579.00 total_reward_ma:447.17 loss:-7.058 fps:322.2 +frame:1.13e+06 wall_t:3507 t:70625 epi:nan +opt_step:70000 lr:0.0003 alpha:0.01919 +2026-02-10 23:10:30 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:585.50 total_reward_ma:451.36 loss:-6.624 fps:322.2 +frame:1.14e+06 wall_t:3538 t:71250 epi:nan +opt_step:70625 lr:0.0003 alpha:0.01788 +2026-02-10 23:11:00 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:593.50 total_reward_ma:455.62 loss:-6.859 fps:322.3 +frame:1.15e+06 wall_t:3568 t:71875 epi:nan +opt_step:71250 lr:0.0003 alpha:0.01719 +2026-02-10 23:11:31 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:598.00 total_reward_ma:460.14 loss:-6.858 fps:322.3 +frame:1.16e+06 wall_t:3599 t:72500 epi:nan +opt_step:71875 lr:0.0003 alpha:0.0165 +2026-02-10 23:12:02 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:604.50 total_reward_ma:464.79 loss:-7.106 fps:322.3 +frame:1.17e+06 wall_t:3630 t:73125 epi:nan +opt_step:72500 lr:0.0003 alpha:0.01614 +2026-02-10 23:12:32 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:612.50 total_reward_ma:469.39 loss:-6.937 fps:322.4 +frame:1.18e+06 wall_t:3660 t:73750 epi:nan +opt_step:73125 lr:0.0003 alpha:0.01596 +2026-02-10 23:13:03 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:622.00 total_reward_ma:474.08 loss:-7.067 fps:322.4 +frame:1.19e+06 wall_t:3691 t:74375 epi:nan +opt_step:73750 lr:0.0003 alpha:0.01581 +2026-02-10 23:13:34 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:635.50 total_reward_ma:478.87 loss:-7.007 fps:322.4 +frame:1.20e+06 wall_t:3722 t:75000 epi:nan +opt_step:74375 lr:0.0003 alpha:0.01635 +2026-02-10 23:14:05 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:651.00 total_reward_ma:483.74 loss:-7.013 fps:322.3 +frame:1.21e+06 wall_t:3754 t:75625 epi:nan +opt_step:75000 lr:0.0003 alpha:0.01567 +2026-02-10 23:14:37 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:652.75 total_reward_ma:488.83 loss:-7.137 fps:322.3 +frame:1.22e+06 wall_t:3785 t:76250 epi:nan +opt_step:75625 lr:0.0003 alpha:0.01557 +2026-02-10 23:15:07 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:651.00 total_reward_ma:493.76 loss:-7.44 fps:322.3 +frame:1.23e+06 wall_t:3816 t:76875 epi:nan +opt_step:76250 lr:0.0003 alpha:0.01597 +2026-02-10 23:15:39 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:685.75 total_reward_ma:499.10 loss:-7.388 fps:322.3 +frame:1.24e+06 wall_t:3847 t:77500 epi:nan +opt_step:76875 lr:0.0003 alpha:0.01624 +2026-02-10 23:16:09 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:670.50 total_reward_ma:504.14 loss:-7.23 fps:322.4 +frame:1.25e+06 wall_t:3877 t:78125 epi:nan +opt_step:77500 lr:0.0003 alpha:0.01574 +2026-02-10 23:16:40 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:672.50 total_reward_ma:508.73 loss:-7.606 fps:322.4 +frame:1.26e+06 wall_t:3908 t:78750 epi:nan +opt_step:78125 lr:0.0003 alpha:0.01573 +2026-02-10 23:17:10 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:680.50 total_reward_ma:513.17 loss:-7.316 fps:322.5 +frame:1.27e+06 wall_t:3938 t:79375 epi:nan +opt_step:78750 lr:0.0003 alpha:0.01618 +2026-02-10 23:17:41 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:689.50 total_reward_ma:517.26 loss:-7.755 fps:322.5 +frame:1.28e+06 wall_t:3969 t:80000 epi:nan +opt_step:79375 lr:0.0003 alpha:0.01671 +2026-02-10 23:18:12 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:682.50 total_reward_ma:521.06 loss:-7.484 fps:322.5 +frame:1.29e+06 wall_t:4000 t:80625 epi:nan +opt_step:80000 lr:0.0003 alpha:0.01699 +2026-02-10 23:18:43 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:670.50 total_reward_ma:524.61 loss:-7.364 fps:322.5 +frame:1.30e+06 wall_t:4031 t:81250 epi:nan +opt_step:80625 lr:0.0003 alpha:0.01692 +2026-02-10 23:19:14 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:654.00 total_reward_ma:527.78 loss:-7.446 fps:322.5 +frame:1.31e+06 wall_t:4062 t:81875 epi:nan +opt_step:81250 lr:0.0003 alpha:0.017 +2026-02-10 23:19:45 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:647.50 total_reward_ma:530.72 loss:-7.518 fps:322.5 +frame:1.32e+06 wall_t:4093 t:82500 epi:nan +opt_step:81875 lr:0.0003 alpha:0.017 +2026-02-10 23:20:15 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:618.00 total_reward_ma:533.36 loss:-7.469 fps:322.6 +frame:1.33e+06 wall_t:4123 t:83125 epi:nan +opt_step:82500 lr:0.0003 alpha:0.01736 +2026-02-10 23:20:46 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:617.75 total_reward_ma:536.19 loss:-7.376 fps:322.6 +frame:1.34e+06 wall_t:4154 t:83750 epi:nan +opt_step:83125 lr:0.0003 alpha:0.01721 +2026-02-10 23:21:16 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:618.50 total_reward_ma:539.25 loss:-7.389 fps:322.7 +frame:1.35e+06 wall_t:4184 t:84375 epi:nan +opt_step:83750 lr:0.0003 alpha:0.01754 +2026-02-10 23:21:47 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:597.50 total_reward_ma:542.41 loss:-7.299 fps:322.7 +frame:1.36e+06 wall_t:4215 t:85000 epi:nan +opt_step:84375 lr:0.0003 alpha:0.01749 +2026-02-10 23:22:18 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:585.00 total_reward_ma:545.92 loss:-7.052 fps:322.6 +frame:1.37e+06 wall_t:4247 t:85625 epi:nan +opt_step:85000 lr:0.0003 alpha:0.01762 +2026-02-10 23:22:49 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:583.00 total_reward_ma:549.63 loss:-7.323 fps:322.6 +frame:1.38e+06 wall_t:4278 t:86250 epi:nan +opt_step:85625 lr:0.0003 alpha:0.01816 +2026-02-10 23:23:21 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:604.25 total_reward_ma:553.59 loss:-7.161 fps:322.6 +frame:1.39e+06 wall_t:4309 t:86875 epi:nan +opt_step:86250 lr:0.0003 alpha:0.01847 +2026-02-10 23:23:52 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:611.00 total_reward_ma:557.15 loss:-7.245 fps:322.6 +frame:1.40e+06 wall_t:4340 t:87500 epi:nan +opt_step:86875 lr:0.0003 alpha:0.0188 +2026-02-10 23:24:23 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:645.00 total_reward_ma:560.55 loss:-7.362 fps:322.6 +frame:1.41e+06 wall_t:4371 t:88125 epi:nan +opt_step:87500 lr:0.0003 alpha:0.01871 +2026-02-10 23:24:54 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:648.25 total_reward_ma:563.74 loss:-7.071 fps:322.6 +frame:1.42e+06 wall_t:4402 t:88750 epi:nan +opt_step:88125 lr:0.0003 alpha:0.01962 +2026-02-10 23:25:24 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:660.50 total_reward_ma:566.95 loss:-7.005 fps:322.7 +frame:1.43e+06 wall_t:4432 t:89375 epi:nan +opt_step:88750 lr:0.0003 alpha:0.02006 +2026-02-10 23:25:55 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:668.25 total_reward_ma:570.15 loss:-6.849 fps:322.7 +frame:1.44e+06 wall_t:4463 t:90000 epi:nan +opt_step:89375 lr:0.0003 alpha:0.01941 +2026-02-10 23:26:26 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:678.25 total_reward_ma:573.42 loss:-7.028 fps:322.7 +frame:1.45e+06 wall_t:4494 t:90625 epi:nan +opt_step:90000 lr:0.0003 alpha:0.01883 +2026-02-10 23:26:57 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:731.50 total_reward_ma:576.98 loss:-7.068 fps:322.7 +frame:1.46e+06 wall_t:4525 t:91250 epi:nan +opt_step:90625 lr:0.0003 alpha:0.01917 +2026-02-10 23:27:28 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:724.75 total_reward_ma:580.46 loss:-6.747 fps:322.7 +frame:1.47e+06 wall_t:4556 t:91875 epi:nan +opt_step:91250 lr:0.0003 alpha:0.0196 +2026-02-10 23:27:58 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:723.25 total_reward_ma:583.97 loss:-6.853 fps:322.7 +frame:1.48e+06 wall_t:4586 t:92500 epi:nan +opt_step:91875 lr:0.0003 alpha:0.01953 +2026-02-10 23:28:29 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:712.75 total_reward_ma:587.47 loss:-6.816 fps:322.7 +frame:1.49e+06 wall_t:4618 t:93125 epi:nan +opt_step:92500 lr:0.0003 alpha:0.0195 +2026-02-10 23:29:00 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:708.50 total_reward_ma:590.91 loss:-6.99 fps:322.7 +frame:1.50e+06 wall_t:4648 t:93750 epi:nan +opt_step:93125 lr:0.0003 alpha:0.01929 +2026-02-10 23:29:30 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:704.75 total_reward_ma:594.20 loss:-7.213 fps:322.8 +frame:1.51e+06 wall_t:4678 t:94375 epi:nan +opt_step:93750 lr:0.0003 alpha:0.01949 +2026-02-10 23:30:01 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:691.25 total_reward_ma:597.22 loss:-7.151 fps:322.8 +frame:1.52e+06 wall_t:4709 t:95000 epi:nan +opt_step:94375 lr:0.0003 alpha:0.02003 +2026-02-10 23:30:31 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:680.75 total_reward_ma:599.84 loss:-7.289 fps:322.9 +frame:1.53e+06 wall_t:4739 t:95625 epi:nan +opt_step:95000 lr:0.0003 alpha:0.01934 +2026-02-10 23:31:02 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:693.00 total_reward_ma:602.16 loss:-7.359 fps:322.9 +frame:1.54e+06 wall_t:4770 t:96250 epi:nan +opt_step:95625 lr:0.0003 alpha:0.01946 +2026-02-10 23:31:33 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:662.00 total_reward_ma:604.08 loss:-7.33 fps:322.8 +frame:1.55e+06 wall_t:4801 t:96875 epi:nan +opt_step:96250 lr:0.0003 alpha:0.0191 +2026-02-10 23:32:04 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:657.00 total_reward_ma:605.84 loss:-7.201 fps:322.8 +frame:1.56e+06 wall_t:4832 t:97500 epi:nan +opt_step:96875 lr:0.0003 alpha:0.01923 +2026-02-10 23:32:35 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:657.25 total_reward_ma:607.52 loss:-7.112 fps:322.8 +frame:1.57e+06 wall_t:4864 t:98125 epi:nan +opt_step:97500 lr:0.0003 alpha:0.01974 +2026-02-10 23:33:06 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:674.50 total_reward_ma:609.37 loss:-7.365 fps:322.8 +frame:1.58e+06 wall_t:4894 t:98750 epi:nan +opt_step:98125 lr:0.0003 alpha:0.02042 +2026-02-10 23:33:38 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:690.75 total_reward_ma:611.47 loss:-7.446 fps:322.8 +frame:1.59e+06 wall_t:4926 t:99375 epi:nan +opt_step:98750 lr:0.0003 alpha:0.02114 +2026-02-10 23:34:08 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:704.00 total_reward_ma:613.47 loss:-7.132 fps:322.8 +frame:1.60e+06 wall_t:4956 t:100000 epi:nan +opt_step:99375 lr:0.0003 alpha:0.02171 +2026-02-10 23:34:39 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:705.50 total_reward_ma:615.57 loss:-7.21 fps:322.8 +frame:1.61e+06 wall_t:4987 t:100625 epi:nan +opt_step:100000 lr:0.0003 alpha:0.02244 +2026-02-10 23:35:10 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:706.00 total_reward_ma:617.70 loss:-7.087 fps:322.8 +frame:1.62e+06 wall_t:5018 t:101250 epi:nan +opt_step:100625 lr:0.0003 alpha:0.0235 +2026-02-10 23:35:41 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:733.50 total_reward_ma:619.96 loss:-7.141 fps:322.8 +frame:1.63e+06 wall_t:5050 t:101875 epi:nan +opt_step:101250 lr:0.0003 alpha:0.02372 +2026-02-10 23:36:12 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:790.75 total_reward_ma:622.86 loss:-7.106 fps:322.8 +frame:1.64e+06 wall_t:5080 t:102500 epi:nan +opt_step:101875 lr:0.0003 alpha:0.02422 +2026-02-10 23:36:43 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:792.00 total_reward_ma:625.58 loss:-7.572 fps:322.8 +frame:1.65e+06 wall_t:5111 t:103125 epi:nan +opt_step:102500 lr:0.0003 alpha:0.02449 +2026-02-10 23:37:14 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:865.50 total_reward_ma:629.06 loss:-7.689 fps:322.8 +frame:1.66e+06 wall_t:5142 t:103750 epi:nan +opt_step:103125 lr:0.0003 alpha:0.02587 +2026-02-10 23:37:45 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:879.25 total_reward_ma:632.60 loss:-7.511 fps:322.8 +frame:1.67e+06 wall_t:5173 t:104375 epi:nan +opt_step:103750 lr:0.0003 alpha:0.02694 +2026-02-10 23:38:16 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:873.75 total_reward_ma:636.07 loss:-7.657 fps:322.8 +frame:1.68e+06 wall_t:5204 t:105000 epi:nan +opt_step:104375 lr:0.0003 alpha:0.02766 +2026-02-10 23:38:47 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:949.50 total_reward_ma:640.41 loss:-7.966 fps:322.8 +frame:1.69e+06 wall_t:5235 t:105625 epi:nan +opt_step:105000 lr:0.0003 alpha:0.02768 +2026-02-10 23:39:18 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:965.25 total_reward_ma:645.01 loss:-8.415 fps:322.8 +frame:1.70e+06 wall_t:5266 t:106250 epi:nan +opt_step:105625 lr:0.0003 alpha:0.02738 +2026-02-10 23:39:47 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:975.25 total_reward_ma:649.32 loss:-7.706 fps:322.9 +frame:1.71e+06 wall_t:5296 t:106875 epi:nan +opt_step:106250 lr:0.0003 alpha:0.02797 +2026-02-10 23:40:18 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:1003.00 total_reward_ma:653.25 loss:-7.853 fps:322.9 +frame:1.72e+06 wall_t:5326 t:107500 epi:nan +opt_step:106875 lr:0.0003 alpha:0.02872 +2026-02-10 23:40:49 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:1028.00 total_reward_ma:657.23 loss:-8.144 fps:322.9 +frame:1.73e+06 wall_t:5357 t:108125 epi:nan +opt_step:107500 lr:0.0003 alpha:0.02904 +2026-02-10 23:41:19 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:1043.50 total_reward_ma:661.32 loss:-8.138 fps:323 +frame:1.74e+06 wall_t:5387 t:108750 epi:nan +opt_step:108125 lr:0.0003 alpha:0.02952 +2026-02-10 23:41:50 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:960.00 total_reward_ma:664.11 loss:-7.823 fps:323 +frame:1.75e+06 wall_t:5418 t:109375 epi:nan +opt_step:108750 lr:0.0003 alpha:0.02946 +2026-02-10 23:42:20 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:897.50 total_reward_ma:666.06 loss:-8.106 fps:323.1 +frame:1.76e+06 wall_t:5448 t:110000 epi:nan +opt_step:109375 lr:0.0003 alpha:0.03038 +2026-02-10 23:42:51 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:928.25 total_reward_ma:668.61 loss:-8.023 fps:323.1 +frame:1.77e+06 wall_t:5479 t:110625 epi:nan +opt_step:110000 lr:0.0003 alpha:0.03128 +2026-02-10 23:43:21 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:922.25 total_reward_ma:671.37 loss:-8.079 fps:323.1 +frame:1.78e+06 wall_t:5509 t:111250 epi:nan +opt_step:110625 lr:0.0003 alpha:0.03144 +2026-02-10 23:43:52 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:861.50 total_reward_ma:674.08 loss:-8.559 fps:323.1 +frame:1.79e+06 wall_t:5540 t:111875 epi:nan +opt_step:111250 lr:0.0003 alpha:0.03196 +2026-02-10 23:44:22 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:846.25 total_reward_ma:676.91 loss:-8.99 fps:323.2 +frame:1.80e+06 wall_t:5570 t:112500 epi:nan +opt_step:111875 lr:0.0003 alpha:0.03201 +2026-02-10 23:44:53 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:854.00 total_reward_ma:679.86 loss:-8.49 fps:323.2 +frame:1.81e+06 wall_t:5601 t:113125 epi:nan +opt_step:112500 lr:0.0003 alpha:0.0329 +2026-02-10 23:45:23 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:832.50 total_reward_ma:682.92 loss:-8.695 fps:323.2 +frame:1.82e+06 wall_t:5631 t:113750 epi:nan +opt_step:113125 lr:0.0003 alpha:0.03259 +2026-02-10 23:45:53 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:827.25 total_reward_ma:685.97 loss:-8.815 fps:323.3 +frame:1.83e+06 wall_t:5661 t:114375 epi:nan +opt_step:113750 lr:0.0003 alpha:0.03289 +2026-02-10 23:46:24 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:794.25 total_reward_ma:688.59 loss:-8.814 fps:323.3 +frame:1.84e+06 wall_t:5692 t:115000 epi:nan +opt_step:114375 lr:0.0003 alpha:0.03318 +2026-02-10 23:46:55 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:811.50 total_reward_ma:691.25 loss:-8.587 fps:323.3 +frame:1.85e+06 wall_t:5723 t:115625 epi:nan +opt_step:115000 lr:0.0003 alpha:0.0335 +2026-02-10 23:47:25 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:820.50 total_reward_ma:693.62 loss:-8.816 fps:323.3 +frame:1.86e+06 wall_t:5753 t:116250 epi:nan +opt_step:115625 lr:0.0003 alpha:0.03338 +2026-02-10 23:47:56 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:838.25 total_reward_ma:695.86 loss:-9.091 fps:323.3 +frame:1.87e+06 wall_t:5784 t:116875 epi:nan +opt_step:116250 lr:0.0003 alpha:0.03329 +2026-02-10 23:48:27 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:822.75 total_reward_ma:697.69 loss:-8.855 fps:323.3 +frame:1.88e+06 wall_t:5815 t:117500 epi:nan +opt_step:116875 lr:0.0003 alpha:0.03206 +2026-02-10 23:48:57 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:819.75 total_reward_ma:699.20 loss:-9.188 fps:323.3 +frame:1.89e+06 wall_t:5846 t:118125 epi:nan +opt_step:117500 lr:0.0003 alpha:0.03281 +2026-02-10 23:49:28 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:810.50 total_reward_ma:700.35 loss:-9.186 fps:323.3 +frame:1.90e+06 wall_t:5876 t:118750 epi:nan +opt_step:118125 lr:0.0003 alpha:0.0332 +2026-02-10 23:49:59 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:809.50 total_reward_ma:701.48 loss:-9.192 fps:323.3 +frame:1.91e+06 wall_t:5907 t:119375 epi:nan +opt_step:118750 lr:0.0003 alpha:0.03258 +2026-02-10 23:50:29 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:769.00 total_reward_ma:702.21 loss:-9.1 fps:323.4 +frame:1.92e+06 wall_t:5937 t:120000 epi:nan +opt_step:119375 lr:0.0003 alpha:0.03285 +2026-02-10 23:51:00 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:820.00 total_reward_ma:703.59 loss:-9.342 fps:323.4 +frame:1.93e+06 wall_t:5968 t:120625 epi:nan +opt_step:120000 lr:0.0003 alpha:0.03265 +2026-02-10 23:51:31 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:840.50 total_reward_ma:705.28 loss:-8.878 fps:323.4 +frame:1.94e+06 wall_t:5999 t:121250 epi:nan +opt_step:120625 lr:0.0003 alpha:0.03224 +2026-02-10 23:52:02 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:840.50 total_reward_ma:707.27 loss:-9.414 fps:323.4 +frame:1.95e+06 wall_t:6030 t:121875 epi:nan +opt_step:121250 lr:0.0003 alpha:0.0325 +2026-02-10 23:52:33 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:915.25 total_reward_ma:710.32 loss:-9.103 fps:323.4 +frame:1.96e+06 wall_t:6061 t:122500 epi:nan +opt_step:121875 lr:0.0003 alpha:0.03216 +2026-02-10 23:53:04 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:988.50 total_reward_ma:714.28 loss:-9.505 fps:323.4 +frame:1.97e+06 wall_t:6092 t:123125 epi:nan +opt_step:122500 lr:0.0003 alpha:0.0318 +2026-02-10 23:53:35 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:1027.75 total_reward_ma:718.91 loss:-9.297 fps:323.4 +frame:1.98e+06 wall_t:6123 t:123750 epi:nan +opt_step:123125 lr:0.0003 alpha:0.03192 +2026-02-10 23:54:05 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:1030.50 total_reward_ma:723.79 loss:-9.687 fps:323.4 +frame:1.99e+06 wall_t:6153 t:124375 epi:nan +opt_step:123750 lr:0.0003 alpha:0.03293 +2026-02-10 23:54:34 | INFO | PID:1373 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:1040.25 total_reward_ma:729.04 loss:-8.824 fps:323.5 +frame:2.00e+06 wall_t:6182 t:125000 epi:nan +opt_step:124375 lr:0.0003 alpha:0.0333 +2026-02-10 23:54:35 | INFO | PID:1373 | slm_lab.lib.logger:info | Session 3 done diff --git a/data/sac_atari_qbert_2026_02_10_221123/sac_atari_qbert_spec.json b/data/sac_atari_qbert_2026_02_10_221123/sac_atari_qbert_spec.json new file mode 100644 index 0000000000000000000000000000000000000000..aae8cdb77d24cd42b3c0427943e2db771f9ded80 --- /dev/null +++ b/data/sac_atari_qbert_2026_02_10_221123/sac_atari_qbert_spec.json @@ -0,0 +1,98 @@ +{ + "agent": { + "name": "SoftActorCritic", + "algorithm": { + "name": "SoftActorCritic", + "action_pdtype": "Categorical", + "action_policy": "default", + "gamma": 0.99, + "training_start_step": 10000, + "training_frequency": 4, + "training_iter": 1 + }, + "memory": { + "name": "Replay", + "batch_size": 256, + "max_size": 200000, + "use_cer": false + }, + "net": { + "type": "ConvNet", + "shared": false, + "conv_hid_layers": [ + [ + 32, + 8, + 4, + 0, + 1 + ], + [ + 64, + 4, + 2, + 0, + 1 + ], + [ + 64, + 3, + 1, + 0, + 1 + ] + ], + "fc_hid_layers": [ + 512 + ], + "hid_layers_activation": 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--git a/data/sac_atari_qbert_2026_02_11_080545/log/sac_atari_qbert_t0.log b/data/sac_atari_qbert_2026_02_11_080545/log/sac_atari_qbert_t0.log new file mode 100644 index 0000000000000000000000000000000000000000..da4ad140f931293ad84903362c4b632bf517bc84 --- /dev/null +++ b/data/sac_atari_qbert_2026_02_11_080545/log/sac_atari_qbert_t0.log @@ -0,0 +1,5 @@ +2026-02-11 11:00:56 | INFO | PID:1207 | slm_lab.lib.logger:info | trial_metrics: frame:2.00e+06 | total_reward_ma:1690.56 | strength:998.1 | max_strength:2945 | final_strength:2522 | sample_efficiency:9.07e-07 | training_efficiency:7.24e-06 | stability:0.985 | consistency:0.2049 +2026-02-11 11:00:56 | INFO | PID:1207 | slm_lab.lib.logger:info | Trial 0 done +2026-02-11 11:00:56 | INFO | PID:1207 | slm_lab.cli.main:run_spec | Output: data/sac_atari_qbert_2026_02_11_080545 +2026-02-11 11:00:56 | INFO | PID:1207 | slm_lab.lib.hf:cleanup_models | Cleanup saved 309.2 MB +2026-02-11 11:00:56 | INFO | PID:1207 | slm_lab.lib.hf:upload | Uploading data/sac_atari_qbert_2026_02_11_080545 to SLM-Lab/benchmark-dev/data/sac_atari_qbert_2026_02_11_080545... diff --git a/data/sac_atari_qbert_2026_02_11_080545/log/sac_atari_qbert_t0_s0.log b/data/sac_atari_qbert_2026_02_11_080545/log/sac_atari_qbert_t0_s0.log new file mode 100644 index 0000000000000000000000000000000000000000..df62a96fd651ec93b4ad7087b39f7ef45ae69d5a --- /dev/null +++ b/data/sac_atari_qbert_2026_02_11_080545/log/sac_atari_qbert_t0_s0.log @@ -0,0 +1,982 @@ +2026-02-11 08:05:51 | INFO | PID:1347 | slm_lab.env:_make_vector_env | AtariVectorEnv: 16 envs, native preprocessing +2026-02-11 08:06:34 | INFO | PID:1347 | slm_lab.lib.perf:log_perf_setup | Performance setup: +Platform: GPU NVIDIA RTX A4500 (compute 8.6) +• GPU cuDNN benchmark: enabled +• GPU memory management: enabled +• GPU TF32 acceleration: enabled +2026-02-11 08:06:35 | INFO | PID:1347 | slm_lab.lib.logger:info | SoftActorCritic: +algorithm_spec: + name: SoftActorCritic + action_pdtype: Categorical + action_policy: default + gamma: 0.99 + training_start_step: 2000 + training_frequency: 4 + training_iter: 2 +name: SoftActorCritic +memory_spec: + name: Replay + batch_size: 256 + max_size: 200000 + use_cer: false +action_pdtype: Categorical +training_iter: 2 +training_start_step: 2000 +policy_delay: 1 +entropy_penalty_coef: 0.0 +gamma: 0.99 +training_frequency: 4 +to_train: 0 +_train_step: 0 +shared: False +net: (device:cuda:0) ConvNet( + (conv_model): Sequential( + (0): Conv2d(4, 32, kernel_size=(8, 8), stride=(4, 4)) + (1): ReLU() + (2): Conv2d(32, 64, kernel_size=(4, 4), stride=(2, 2)) + (3): ReLU() + (4): Conv2d(64, 64, kernel_size=(3, 3), stride=(1, 1)) + (5): ReLU() + ) + (fc_model): Sequential( + (0): Linear(in_features=3136, out_features=512, bias=True) + (1): ReLU() + ) + (tails): Sequential( + (0): Linear(in_features=512, out_features=6, bias=True) + ) + (loss_fn): SmoothL1Loss() +) +optim: AdamW ( +Parameter Group 0 + amsgrad: False + betas: (0.9, 0.999) + capturable: False + decoupled_weight_decay: True + differentiable: False + eps: 0.0001 + foreach: None + fused: None + lr: 0.0003 + maximize: False + weight_decay: 0.01 +) +q1_net: (device:cuda:0) ConvNet( + (conv_model): Sequential( + (0): Conv2d(4, 32, kernel_size=(8, 8), stride=(4, 4)) + (1): ReLU() + (2): Conv2d(32, 64, kernel_size=(4, 4), stride=(2, 2)) + (3): ReLU() + (4): Conv2d(64, 64, kernel_size=(3, 3), stride=(1, 1)) + (5): ReLU() + ) + (fc_model): Sequential( + (0): Linear(in_features=3136, out_features=512, bias=True) + (1): ReLU() + ) + (tails): Sequential( + (0): Linear(in_features=512, out_features=6, bias=True) + ) + (loss_fn): SmoothL1Loss() +) +target_q1_net: (device:cuda:0) ConvNet( + (conv_model): Sequential( + (0): Conv2d(4, 32, kernel_size=(8, 8), stride=(4, 4)) + (1): ReLU() + (2): Conv2d(32, 64, kernel_size=(4, 4), stride=(2, 2)) + (3): ReLU() + (4): Conv2d(64, 64, kernel_size=(3, 3), stride=(1, 1)) + (5): ReLU() + ) + (fc_model): Sequential( + (0): Linear(in_features=3136, out_features=512, bias=True) + (1): ReLU() + ) + (tails): Sequential( + (0): Linear(in_features=512, out_features=6, bias=True) + ) + (loss_fn): SmoothL1Loss() +) +q1_optim: AdamW ( +Parameter Group 0 + amsgrad: False + betas: (0.9, 0.999) + capturable: False + decoupled_weight_decay: True + differentiable: False + eps: 0.0001 + foreach: None + fused: None + lr: 0.0003 + maximize: False + weight_decay: 0.01 +) +q2_net: (device:cuda:0) ConvNet( + (conv_model): Sequential( + (0): Conv2d(4, 32, kernel_size=(8, 8), stride=(4, 4)) + (1): ReLU() + (2): Conv2d(32, 64, kernel_size=(4, 4), stride=(2, 2)) + (3): ReLU() + (4): Conv2d(64, 64, kernel_size=(3, 3), stride=(1, 1)) + (5): ReLU() + ) + (fc_model): Sequential( + (0): Linear(in_features=3136, out_features=512, bias=True) + (1): ReLU() + ) + (tails): Sequential( + (0): Linear(in_features=512, out_features=6, bias=True) + ) + (loss_fn): SmoothL1Loss() +) +target_q2_net: (device:cuda:0) ConvNet( + (conv_model): Sequential( + (0): Conv2d(4, 32, kernel_size=(8, 8), stride=(4, 4)) + (1): ReLU() + (2): Conv2d(32, 64, kernel_size=(4, 4), stride=(2, 2)) + (3): ReLU() + (4): Conv2d(64, 64, kernel_size=(3, 3), stride=(1, 1)) + (5): ReLU() + ) + (fc_model): Sequential( + (0): Linear(in_features=3136, out_features=512, bias=True) + (1): ReLU() + ) + (tails): Sequential( + (0): Linear(in_features=512, out_features=6, bias=True) + ) + (loss_fn): SmoothL1Loss() +) +q2_optim: AdamW ( +Parameter Group 0 + amsgrad: False + betas: (0.9, 0.999) + capturable: False + decoupled_weight_decay: True + differentiable: False + eps: 0.0001 + foreach: None + fused: None + lr: 0.0003 + maximize: False + weight_decay: 0.01 +) +net_names: ['net', 'q1_net', 'target_q1_net', 'q2_net', 'target_q2_net'] +target_entropy: 1.0750556815368328 +log_alpha: tensor([0.], device='cuda:0', requires_grad=True) +alpha: tensor([1.], device='cuda:0') +alpha_optim: AdamW ( +Parameter Group 0 + amsgrad: False + betas: (0.9, 0.999) + capturable: False + decoupled_weight_decay: True + differentiable: False + eps: 0.0001 + foreach: None + fused: None + lr: 0.0003 + maximize: False + weight_decay: 0.01 +) +2026-02-11 08:07:18 | INFO | PID:1347 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:147.37 total_reward_ma:147.37 loss:-9.769 fps:117.6 +frame:1.00e+04 wall_t:85 t:625 epi:nan +opt_step:1000 lr:0.0003 alpha:0.7533 +2026-02-11 08:08:11 | INFO | PID:1347 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:150.98 total_reward_ma:149.17 loss:-14.95 fps:146 +frame:2.00e+04 wall_t:137 t:1250 epi:nan +opt_step:2250 lr:0.0003 alpha:0.5494 +2026-02-11 08:09:03 | INFO | PID:1347 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:155.62 total_reward_ma:151.32 loss:-18.8 fps:158.7 +frame:3.00e+04 wall_t:189 t:1875 epi:nan +opt_step:3500 lr:0.0003 alpha:0.4093 +2026-02-11 08:09:57 | INFO | PID:1347 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:162.00 total_reward_ma:153.99 loss:-20.74 fps:163.9 +frame:4.00e+04 wall_t:244 t:2500 epi:nan +opt_step:4750 lr:0.0003 alpha:0.3082 +2026-02-11 08:10:50 | INFO | PID:1347 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:150.00 total_reward_ma:153.19 loss:-22.08 fps:168.4 +frame:5.00e+04 wall_t:297 t:3125 epi:nan +opt_step:6000 lr:0.0003 alpha:0.2332 +2026-02-11 08:11:43 | INFO | PID:1347 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:154.25 total_reward_ma:153.37 loss:-23.27 fps:171.9 +frame:6.00e+04 wall_t:349 t:3750 epi:nan +opt_step:7250 lr:0.0003 alpha:0.177 +2026-02-11 08:12:36 | INFO | PID:1347 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:166.75 total_reward_ma:155.28 loss:-22.56 fps:174.1 +frame:7.00e+04 wall_t:402 t:4375 epi:nan +opt_step:8500 lr:0.0003 alpha:0.1345 +2026-02-11 08:13:29 | INFO | PID:1347 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:162.00 total_reward_ma:156.12 loss:-22.35 fps:175.4 +frame:8.00e+04 wall_t:456 t:5000 epi:nan +opt_step:9750 lr:0.0003 alpha:0.1024 +2026-02-11 08:14:23 | INFO | PID:1347 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:162.50 total_reward_ma:156.83 loss:-20.73 fps:176.8 +frame:9.00e+04 wall_t:509 t:5625 epi:nan +opt_step:11000 lr:0.0003 alpha:0.07817 +2026-02-11 08:15:16 | INFO | PID:1347 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:175.25 total_reward_ma:158.67 loss:-20.03 fps:177.9 +frame:1.00e+05 wall_t:562 t:6250 epi:nan +opt_step:12250 lr:0.0003 alpha:0.05978 +2026-02-11 08:16:09 | INFO | PID:1347 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:180.25 total_reward_ma:160.63 loss:-19.4 fps:178.9 +frame:1.10e+05 wall_t:615 t:6875 epi:nan +opt_step:13500 lr:0.0003 alpha:0.04582 +2026-02-11 08:17:02 | INFO | PID:1347 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:186.25 total_reward_ma:162.77 loss:-18.86 fps:179.4 +frame:1.20e+05 wall_t:669 t:7500 epi:nan +opt_step:14750 lr:0.0003 alpha:0.03527 +2026-02-11 08:17:55 | INFO | PID:1347 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:208.00 total_reward_ma:166.25 loss:-16.64 fps:180.3 +frame:1.30e+05 wall_t:721 t:8125 epi:nan +opt_step:16000 lr:0.0003 alpha:0.02762 +2026-02-11 08:18:47 | INFO | PID:1347 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:236.50 total_reward_ma:171.27 loss:-15.54 fps:180.9 +frame:1.40e+05 wall_t:774 t:8750 epi:nan +opt_step:17250 lr:0.0003 alpha:0.02186 +2026-02-11 08:19:40 | INFO | PID:1347 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:285.25 total_reward_ma:178.86 loss:-16.15 fps:181.4 +frame:1.50e+05 wall_t:827 t:9375 epi:nan +opt_step:18500 lr:0.0003 alpha:0.01734 +2026-02-11 08:20:34 | INFO | PID:1347 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:328.00 total_reward_ma:188.19 loss:-15.2 fps:181.8 +frame:1.60e+05 wall_t:880 t:10000 epi:nan +opt_step:19750 lr:0.0003 alpha:0.01407 +2026-02-11 08:21:26 | INFO | PID:1347 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:323.25 total_reward_ma:196.13 loss:-14.87 fps:182.2 +frame:1.70e+05 wall_t:933 t:10625 epi:nan +opt_step:21000 lr:0.0003 alpha:0.01165 +2026-02-11 08:22:19 | INFO | PID:1347 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:337.25 total_reward_ma:203.97 loss:-14.18 fps:182.6 +frame:1.80e+05 wall_t:986 t:11250 epi:nan +opt_step:22250 lr:0.0003 alpha:0.009811 +2026-02-11 08:23:12 | INFO | PID:1347 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:313.25 total_reward_ma:209.72 loss:-13.38 fps:182.9 +frame:1.90e+05 wall_t:1039 t:11875 epi:nan +opt_step:23500 lr:0.0003 alpha:0.008521 +2026-02-11 08:24:05 | INFO | PID:1347 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:318.75 total_reward_ma:215.17 loss:-13.12 fps:183.2 +frame:2.00e+05 wall_t:1092 t:12500 epi:nan +opt_step:24750 lr:0.0003 alpha:0.008563 +2026-02-11 08:24:58 | INFO | PID:1347 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:330.25 total_reward_ma:220.65 loss:-12.36 fps:183.4 +frame:2.10e+05 wall_t:1145 t:13125 epi:nan +opt_step:26000 lr:0.0003 alpha:0.009306 +2026-02-11 08:25:50 | INFO | PID:1347 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:314.50 total_reward_ma:224.92 loss:-12.18 fps:183.8 +frame:2.20e+05 wall_t:1197 t:13750 epi:nan +opt_step:27250 lr:0.0003 alpha:0.009758 +2026-02-11 08:26:43 | INFO | PID:1347 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:314.25 total_reward_ma:228.80 loss:-11.81 fps:184 +frame:2.30e+05 wall_t:1250 t:14375 epi:nan +opt_step:28500 lr:0.0003 alpha:0.009409 +2026-02-11 08:27:36 | INFO | PID:1347 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:325.75 total_reward_ma:232.84 loss:-11.32 fps:184.3 +frame:2.40e+05 wall_t:1302 t:15000 epi:nan +opt_step:29750 lr:0.0003 alpha:0.01059 +2026-02-11 08:28:29 | INFO | PID:1347 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:344.75 total_reward_ma:237.32 loss:-11.28 fps:184.5 +frame:2.50e+05 wall_t:1355 t:15625 epi:nan +opt_step:31000 lr:0.0003 alpha:0.01077 +2026-02-11 08:29:22 | INFO | PID:1347 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:396.75 total_reward_ma:243.45 loss:-10.2 fps:184.7 +frame:2.60e+05 wall_t:1408 t:16250 epi:nan +opt_step:32250 lr:0.0003 alpha:0.01118 +2026-02-11 08:30:14 | INFO | PID:1347 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:423.00 total_reward_ma:250.10 loss:-10.22 fps:184.8 +frame:2.70e+05 wall_t:1461 t:16875 epi:nan +opt_step:33500 lr:0.0003 alpha:0.01063 +2026-02-11 08:31:06 | INFO | PID:1347 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:444.25 total_reward_ma:257.03 loss:-9.956 fps:185.1 +frame:2.80e+05 wall_t:1513 t:17500 epi:nan +opt_step:34750 lr:0.0003 alpha:0.01164 +2026-02-11 08:31:59 | INFO | PID:1347 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:462.25 total_reward_ma:264.11 loss:-9.578 fps:185.2 +frame:2.90e+05 wall_t:1566 t:18125 epi:nan +opt_step:36000 lr:0.0003 alpha:0.01195 +2026-02-11 08:32:52 | INFO | PID:1347 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:447.00 total_reward_ma:270.21 loss:-9.744 fps:185.3 +frame:3.00e+05 wall_t:1619 t:18750 epi:nan +opt_step:37250 lr:0.0003 alpha:0.01368 +2026-02-11 08:33:45 | INFO | PID:1347 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:440.50 total_reward_ma:275.70 loss:-9.232 fps:185.5 +frame:3.10e+05 wall_t:1671 t:19375 epi:nan +opt_step:38500 lr:0.0003 alpha:0.01416 +2026-02-11 08:34:37 | INFO | PID:1347 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:450.00 total_reward_ma:281.15 loss:-9.169 fps:185.6 +frame:3.20e+05 wall_t:1724 t:20000 epi:nan +opt_step:39750 lr:0.0003 alpha:0.01517 +2026-02-11 08:35:29 | INFO | PID:1347 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:449.25 total_reward_ma:286.24 loss:-8.95 fps:185.8 +frame:3.30e+05 wall_t:1776 t:20625 epi:nan +opt_step:41000 lr:0.0003 alpha:0.01619 +2026-02-11 08:36:22 | INFO | PID:1347 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:475.50 total_reward_ma:291.81 loss:-8.801 fps:186 +frame:3.40e+05 wall_t:1828 t:21250 epi:nan +opt_step:42250 lr:0.0003 alpha:0.01763 +2026-02-11 08:37:15 | INFO | PID:1347 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:506.75 total_reward_ma:297.95 loss:-8.773 fps:186.1 +frame:3.50e+05 wall_t:1881 t:21875 epi:nan +opt_step:43500 lr:0.0003 alpha:0.0181 +2026-02-11 08:38:08 | INFO | PID:1347 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:533.75 total_reward_ma:304.50 loss:-8.82 fps:186.1 +frame:3.60e+05 wall_t:1934 t:22500 epi:nan +opt_step:44750 lr:0.0003 alpha:0.01742 +2026-02-11 08:39:00 | INFO | PID:1347 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:542.75 total_reward_ma:310.94 loss:-8.768 fps:186.3 +frame:3.70e+05 wall_t:1986 t:23125 epi:nan +opt_step:46000 lr:0.0003 alpha:0.01806 +2026-02-11 08:39:52 | INFO | PID:1347 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:551.50 total_reward_ma:317.27 loss:-9.034 fps:186.4 +frame:3.80e+05 wall_t:2039 t:23750 epi:nan +opt_step:47250 lr:0.0003 alpha:0.01904 +2026-02-11 08:40:45 | INFO | PID:1347 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:592.25 total_reward_ma:324.32 loss:-8.764 fps:186.4 +frame:3.90e+05 wall_t:2092 t:24375 epi:nan +opt_step:48500 lr:0.0003 alpha:0.0183 +2026-02-11 08:41:37 | INFO | PID:1347 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:620.00 total_reward_ma:331.71 loss:-8.944 fps:186.6 +frame:4.00e+05 wall_t:2144 t:25000 epi:nan +opt_step:49750 lr:0.0003 alpha:0.01931 +2026-02-11 08:42:31 | INFO | PID:1347 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:629.50 total_reward_ma:338.97 loss:-9.152 fps:186.6 +frame:4.10e+05 wall_t:2197 t:25625 epi:nan +opt_step:51000 lr:0.0003 alpha:0.01853 +2026-02-11 08:43:23 | INFO | PID:1347 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:624.50 total_reward_ma:345.77 loss:-8.908 fps:186.7 +frame:4.20e+05 wall_t:2250 t:26250 epi:nan +opt_step:52250 lr:0.0003 alpha:0.01859 +2026-02-11 08:44:16 | INFO | PID:1347 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:638.25 total_reward_ma:352.57 loss:-9.233 fps:186.7 +frame:4.30e+05 wall_t:2303 t:26875 epi:nan +opt_step:53500 lr:0.0003 alpha:0.01949 +2026-02-11 08:45:08 | INFO | PID:1347 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:657.00 total_reward_ma:359.49 loss:-8.753 fps:186.8 +frame:4.40e+05 wall_t:2355 t:27500 epi:nan +opt_step:54750 lr:0.0003 alpha:0.01874 +2026-02-11 08:46:00 | INFO | PID:1347 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:662.75 total_reward_ma:366.23 loss:-8.645 fps:187 +frame:4.50e+05 wall_t:2407 t:28125 epi:nan +opt_step:56000 lr:0.0003 alpha:0.01846 +2026-02-11 08:46:53 | INFO | PID:1347 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:655.75 total_reward_ma:372.53 loss:-8.589 fps:187.1 +frame:4.60e+05 wall_t:2459 t:28750 epi:nan +opt_step:57250 lr:0.0003 alpha:0.01842 +2026-02-11 08:47:45 | INFO | PID:1347 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:653.25 total_reward_ma:378.50 loss:-8.362 fps:187.1 +frame:4.70e+05 wall_t:2512 t:29375 epi:nan +opt_step:58500 lr:0.0003 alpha:0.01788 +2026-02-11 08:48:38 | INFO | PID:1347 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:650.00 total_reward_ma:384.16 loss:-8.661 fps:187.2 +frame:4.80e+05 wall_t:2564 t:30000 epi:nan +opt_step:59750 lr:0.0003 alpha:0.01827 +2026-02-11 08:49:31 | INFO | PID:1347 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:662.75 total_reward_ma:389.84 loss:-8.623 fps:187.2 +frame:4.90e+05 wall_t:2617 t:30625 epi:nan +opt_step:61000 lr:0.0003 alpha:0.01792 +2026-02-11 08:50:23 | INFO | PID:1347 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:670.50 total_reward_ma:395.45 loss:-8.769 fps:187.3 +frame:5.00e+05 wall_t:2669 t:31250 epi:nan +opt_step:62250 lr:0.0003 alpha:0.01855 +2026-02-11 08:51:15 | INFO | PID:1347 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:662.25 total_reward_ma:400.69 loss:-8.882 fps:187.4 +frame:5.10e+05 wall_t:2722 t:31875 epi:nan +opt_step:63500 lr:0.0003 alpha:0.01741 +2026-02-11 08:52:08 | INFO | PID:1347 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:667.75 total_reward_ma:405.82 loss:-8.64 fps:187.4 +frame:5.20e+05 wall_t:2775 t:32500 epi:nan +opt_step:64750 lr:0.0003 alpha:0.01754 +2026-02-11 08:53:01 | INFO | PID:1347 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:668.75 total_reward_ma:410.78 loss:-8.333 fps:187.4 +frame:5.30e+05 wall_t:2828 t:33125 epi:nan +opt_step:66000 lr:0.0003 alpha:0.01681 +2026-02-11 08:53:54 | INFO | PID:1347 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:702.75 total_reward_ma:416.19 loss:-8.561 fps:187.5 +frame:5.40e+05 wall_t:2880 t:33750 epi:nan +opt_step:67250 lr:0.0003 alpha:0.01736 +2026-02-11 08:54:47 | INFO | PID:1347 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:701.25 total_reward_ma:421.37 loss:-8.398 fps:187.5 +frame:5.50e+05 wall_t:2933 t:34375 epi:nan +opt_step:68500 lr:0.0003 alpha:0.01712 +2026-02-11 08:55:40 | INFO | PID:1347 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:672.50 total_reward_ma:425.86 loss:-8.376 fps:187.5 +frame:5.60e+05 wall_t:2987 t:35000 epi:nan +opt_step:69750 lr:0.0003 alpha:0.01798 +2026-02-11 08:56:32 | INFO | PID:1347 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:676.25 total_reward_ma:430.25 loss:-7.653 fps:187.6 +frame:5.70e+05 wall_t:3039 t:35625 epi:nan +opt_step:71000 lr:0.0003 alpha:0.0177 +2026-02-11 08:57:25 | INFO | PID:1347 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:687.50 total_reward_ma:434.68 loss:-7.73 fps:187.6 +frame:5.80e+05 wall_t:3091 t:36250 epi:nan +opt_step:72250 lr:0.0003 alpha:0.01771 +2026-02-11 08:58:17 | INFO | PID:1347 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:694.25 total_reward_ma:439.08 loss:-7.663 fps:187.7 +frame:5.90e+05 wall_t:3144 t:36875 epi:nan +opt_step:73500 lr:0.0003 alpha:0.01843 +2026-02-11 08:59:09 | INFO | PID:1347 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:713.50 total_reward_ma:443.66 loss:-7.631 fps:187.7 +frame:6.00e+05 wall_t:3196 t:37500 epi:nan +opt_step:74750 lr:0.0003 alpha:0.01973 +2026-02-11 09:00:02 | INFO | PID:1347 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:737.50 total_reward_ma:448.47 loss:-7.132 fps:187.8 +frame:6.10e+05 wall_t:3248 t:38125 epi:nan +opt_step:76000 lr:0.0003 alpha:0.02014 +2026-02-11 09:00:54 | INFO | PID:1347 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:726.75 total_reward_ma:452.96 loss:-6.843 fps:187.9 +frame:6.20e+05 wall_t:3300 t:38750 epi:nan +opt_step:77250 lr:0.0003 alpha:0.02103 +2026-02-11 09:01:46 | INFO | PID:1347 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:756.25 total_reward_ma:457.78 loss:-7.33 fps:187.9 +frame:6.30e+05 wall_t:3352 t:39375 epi:nan +opt_step:78500 lr:0.0003 alpha:0.02166 +2026-02-11 09:02:38 | INFO | PID:1347 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:787.00 total_reward_ma:462.92 loss:-7.022 fps:188 +frame:6.40e+05 wall_t:3405 t:40000 epi:nan +opt_step:79750 lr:0.0003 alpha:0.02229 +2026-02-11 09:03:31 | INFO | PID:1347 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:803.50 total_reward_ma:468.16 loss:-7.408 fps:188 +frame:6.50e+05 wall_t:3457 t:40625 epi:nan +opt_step:81000 lr:0.0003 alpha:0.02321 +2026-02-11 09:04:23 | INFO | PID:1347 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:794.50 total_reward_ma:473.11 loss:-7.59 fps:188 +frame:6.60e+05 wall_t:3510 t:41250 epi:nan +opt_step:82250 lr:0.0003 alpha:0.02317 +2026-02-11 09:05:16 | INFO | PID:1347 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:797.50 total_reward_ma:477.95 loss:-7.739 fps:188.1 +frame:6.70e+05 wall_t:3562 t:41875 epi:nan +opt_step:83500 lr:0.0003 alpha:0.02439 +2026-02-11 09:06:08 | INFO | PID:1347 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:794.75 total_reward_ma:482.61 loss:-7.498 fps:188.1 +frame:6.80e+05 wall_t:3615 t:42500 epi:nan +opt_step:84750 lr:0.0003 alpha:0.02591 +2026-02-11 09:07:01 | INFO | PID:1347 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:759.50 total_reward_ma:486.62 loss:-7.907 fps:188.2 +frame:6.90e+05 wall_t:3667 t:43125 epi:nan +opt_step:86000 lr:0.0003 alpha:0.02631 +2026-02-11 09:07:53 | INFO | PID:1347 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:746.75 total_reward_ma:490.34 loss:-8.048 fps:188.2 +frame:7.00e+05 wall_t:3720 t:43750 epi:nan +opt_step:87250 lr:0.0003 alpha:0.02626 +2026-02-11 09:08:46 | INFO | PID:1347 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:744.00 total_reward_ma:493.91 loss:-8.475 fps:188.2 +frame:7.10e+05 wall_t:3773 t:44375 epi:nan +opt_step:88500 lr:0.0003 alpha:0.02735 +2026-02-11 09:09:39 | INFO | PID:1347 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:739.75 total_reward_ma:497.32 loss:-8.53 fps:188.2 +frame:7.20e+05 wall_t:3825 t:45000 epi:nan +opt_step:89750 lr:0.0003 alpha:0.02733 +2026-02-11 09:10:31 | INFO | PID:1347 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:742.25 total_reward_ma:500.68 loss:-9.019 fps:188.3 +frame:7.30e+05 wall_t:3877 t:45625 epi:nan +opt_step:91000 lr:0.0003 alpha:0.02743 +2026-02-11 09:11:23 | INFO | PID:1347 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:762.00 total_reward_ma:504.21 loss:-8.905 fps:188.3 +frame:7.40e+05 wall_t:3930 t:46250 epi:nan +opt_step:92250 lr:0.0003 alpha:0.02778 +2026-02-11 09:12:15 | INFO | PID:1347 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:800.00 total_reward_ma:508.15 loss:-9.354 fps:188.3 +frame:7.50e+05 wall_t:3982 t:46875 epi:nan +opt_step:93500 lr:0.0003 alpha:0.0276 +2026-02-11 09:13:08 | INFO | PID:1347 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:798.25 total_reward_ma:511.97 loss:-9.107 fps:188.4 +frame:7.60e+05 wall_t:4034 t:47500 epi:nan +opt_step:94750 lr:0.0003 alpha:0.0277 +2026-02-11 09:14:00 | INFO | PID:1347 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:814.75 total_reward_ma:515.90 loss:-9.338 fps:188.4 +frame:7.70e+05 wall_t:4087 t:48125 epi:nan +opt_step:96000 lr:0.0003 alpha:0.02783 +2026-02-11 09:14:53 | INFO | PID:1347 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:840.75 total_reward_ma:520.07 loss:-9.684 fps:188.4 +frame:7.80e+05 wall_t:4140 t:48750 epi:nan +opt_step:97250 lr:0.0003 alpha:0.02757 +2026-02-11 09:15:46 | INFO | PID:1347 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:893.00 total_reward_ma:524.79 loss:-9.743 fps:188.5 +frame:7.90e+05 wall_t:4192 t:49375 epi:nan +opt_step:98500 lr:0.0003 alpha:0.02678 +2026-02-11 09:16:37 | INFO | PID:1347 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:923.00 total_reward_ma:529.77 loss:-9.637 fps:188.5 +frame:8.00e+05 wall_t:4244 t:50000 epi:nan +opt_step:99750 lr:0.0003 alpha:0.02591 +2026-02-11 09:17:30 | INFO | PID:1347 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:948.50 total_reward_ma:534.93 loss:-9.821 fps:188.5 +frame:8.10e+05 wall_t:4296 t:50625 epi:nan +opt_step:101000 lr:0.0003 alpha:0.02633 +2026-02-11 09:18:22 | INFO | PID:1347 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:963.25 total_reward_ma:540.16 loss:-9.544 fps:188.6 +frame:8.20e+05 wall_t:4348 t:51250 epi:nan +opt_step:102250 lr:0.0003 alpha:0.02497 +2026-02-11 09:19:14 | INFO | PID:1347 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:981.25 total_reward_ma:545.47 loss:-9.996 fps:188.6 +frame:8.30e+05 wall_t:4400 t:51875 epi:nan +opt_step:103500 lr:0.0003 alpha:0.02461 +2026-02-11 09:20:06 | INFO | PID:1347 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:1015.75 total_reward_ma:551.07 loss:-9.301 fps:188.6 +frame:8.40e+05 wall_t:4453 t:52500 epi:nan +opt_step:104750 lr:0.0003 alpha:0.02366 +2026-02-11 09:20:59 | INFO | PID:1347 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:1012.75 total_reward_ma:556.50 loss:-9.604 fps:188.6 +frame:8.50e+05 wall_t:4506 t:53125 epi:nan +opt_step:106000 lr:0.0003 alpha:0.02283 +2026-02-11 09:21:52 | INFO | PID:1347 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:1033.25 total_reward_ma:562.05 loss:-9.917 fps:188.7 +frame:8.60e+05 wall_t:4558 t:53750 epi:nan +opt_step:107250 lr:0.0003 alpha:0.02117 +2026-02-11 09:22:44 | INFO | PID:1347 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:1047.00 total_reward_ma:567.62 loss:-9.445 fps:188.7 +frame:8.70e+05 wall_t:4611 t:54375 epi:nan +opt_step:108500 lr:0.0003 alpha:0.02072 +2026-02-11 09:23:36 | INFO | PID:1347 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:1058.75 total_reward_ma:573.20 loss:-9.171 fps:188.7 +frame:8.80e+05 wall_t:4663 t:55000 epi:nan +opt_step:109750 lr:0.0003 alpha:0.02087 +2026-02-11 09:24:29 | INFO | PID:1347 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:1057.25 total_reward_ma:578.64 loss:-8.841 fps:188.7 +frame:8.90e+05 wall_t:4716 t:55625 epi:nan +opt_step:111000 lr:0.0003 alpha:0.02033 +2026-02-11 09:25:22 | INFO | PID:1347 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:1042.50 total_reward_ma:583.79 loss:-8.444 fps:188.8 +frame:9.00e+05 wall_t:4768 t:56250 epi:nan +opt_step:112250 lr:0.0003 alpha:0.02034 +2026-02-11 09:26:14 | INFO | PID:1347 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:1068.25 total_reward_ma:589.12 loss:-8.732 fps:188.8 +frame:9.10e+05 wall_t:4821 t:56875 epi:nan +opt_step:113500 lr:0.0003 alpha:0.01862 +2026-02-11 09:27:06 | INFO | PID:1347 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:1070.50 total_reward_ma:594.35 loss:-8.764 fps:188.8 +frame:9.20e+05 wall_t:4873 t:57500 epi:nan +opt_step:114750 lr:0.0003 alpha:0.0185 +2026-02-11 09:27:59 | INFO | PID:1347 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:1086.25 total_reward_ma:599.64 loss:-8.721 fps:188.8 +frame:9.30e+05 wall_t:4925 t:58125 epi:nan +opt_step:116000 lr:0.0003 alpha:0.0175 +2026-02-11 09:28:50 | INFO | PID:1347 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:1106.75 total_reward_ma:605.03 loss:-8.378 fps:188.9 +frame:9.40e+05 wall_t:4977 t:58750 epi:nan +opt_step:117250 lr:0.0003 alpha:0.01701 +2026-02-11 09:29:43 | INFO | PID:1347 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:1106.75 total_reward_ma:610.32 loss:-7.98 fps:188.9 +frame:9.50e+05 wall_t:5029 t:59375 epi:nan +opt_step:118500 lr:0.0003 alpha:0.01662 +2026-02-11 09:30:35 | INFO | PID:1347 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:1116.00 total_reward_ma:615.58 loss:-8.508 fps:188.9 +frame:9.60e+05 wall_t:5082 t:60000 epi:nan +opt_step:119750 lr:0.0003 alpha:0.0167 +2026-02-11 09:31:28 | INFO | PID:1347 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:1120.00 total_reward_ma:620.78 loss:-8.49 fps:188.9 +frame:9.70e+05 wall_t:5134 t:60625 epi:nan +opt_step:121000 lr:0.0003 alpha:0.01695 +2026-02-11 09:32:21 | INFO | PID:1347 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:1122.00 total_reward_ma:625.90 loss:-7.943 fps:188.9 +frame:9.80e+05 wall_t:5187 t:61250 epi:nan +opt_step:122250 lr:0.0003 alpha:0.01736 +2026-02-11 09:33:13 | INFO | PID:1347 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:1128.50 total_reward_ma:630.97 loss:-7.918 fps:189 +frame:9.90e+05 wall_t:5239 t:61875 epi:nan +opt_step:123500 lr:0.0003 alpha:0.0174 +2026-02-11 09:34:04 | INFO | PID:1347 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:1117.50 total_reward_ma:635.84 loss:-8.192 fps:189 +frame:1.00e+06 wall_t:5291 t:62500 epi:nan +opt_step:124750 lr:0.0003 alpha:0.01819 +2026-02-11 09:34:57 | INFO | PID:1347 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:1132.00 total_reward_ma:645.69 loss:-8.265 fps:189 +frame:1.01e+06 wall_t:5344 t:63125 epi:nan +opt_step:126000 lr:0.0003 alpha:0.0183 +2026-02-11 09:35:49 | INFO | PID:1347 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:1156.25 total_reward_ma:655.74 loss:-7.87 fps:189 +frame:1.02e+06 wall_t:5396 t:63750 epi:nan +opt_step:127250 lr:0.0003 alpha:0.01958 +2026-02-11 09:36:43 | INFO | PID:1347 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:1157.25 total_reward_ma:665.76 loss:-8.041 fps:189 +frame:1.03e+06 wall_t:5449 t:64375 epi:nan +opt_step:128500 lr:0.0003 alpha:0.02037 +2026-02-11 09:37:36 | INFO | PID:1347 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:1163.25 total_reward_ma:675.77 loss:-7.751 fps:189 +frame:1.04e+06 wall_t:5503 t:65000 epi:nan +opt_step:129750 lr:0.0003 alpha:0.02018 +2026-02-11 09:38:28 | INFO | PID:1347 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:1162.50 total_reward_ma:685.89 loss:-7.82 fps:189 +frame:1.05e+06 wall_t:5555 t:65625 epi:nan +opt_step:131000 lr:0.0003 alpha:0.02109 +2026-02-11 09:39:20 | INFO | PID:1347 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:1158.25 total_reward_ma:695.93 loss:-7.937 fps:189 +frame:1.06e+06 wall_t:5607 t:66250 epi:nan +opt_step:132250 lr:0.0003 alpha:0.02041 +2026-02-11 09:40:13 | INFO | PID:1347 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:1151.50 total_reward_ma:705.78 loss:-7.663 fps:189.1 +frame:1.07e+06 wall_t:5659 t:66875 epi:nan +opt_step:133500 lr:0.0003 alpha:0.02133 +2026-02-11 09:41:05 | INFO | PID:1347 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:1148.25 total_reward_ma:715.64 loss:-7.794 fps:189.1 +frame:1.08e+06 wall_t:5712 t:67500 epi:nan +opt_step:134750 lr:0.0003 alpha:0.02178 +2026-02-11 09:41:58 | INFO | PID:1347 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:1143.75 total_reward_ma:725.46 loss:-7.807 fps:189.1 +frame:1.09e+06 wall_t:5764 t:68125 epi:nan +opt_step:136000 lr:0.0003 alpha:0.02271 +2026-02-11 09:42:50 | INFO | PID:1347 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:1097.00 total_reward_ma:734.67 loss:-7.681 fps:189.1 +frame:1.10e+06 wall_t:5817 t:68750 epi:nan +opt_step:137250 lr:0.0003 alpha:0.02351 +2026-02-11 09:43:42 | INFO | PID:1347 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:1079.00 total_reward_ma:743.66 loss:-8.173 fps:189.2 +frame:1.11e+06 wall_t:5868 t:69375 epi:nan +opt_step:138500 lr:0.0003 alpha:0.02375 +2026-02-11 09:44:34 | INFO | PID:1347 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:1049.00 total_reward_ma:752.29 loss:-7.776 fps:189.2 +frame:1.12e+06 wall_t:5921 t:70000 epi:nan +opt_step:139750 lr:0.0003 alpha:0.02446 +2026-02-11 09:45:27 | INFO | PID:1347 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:1009.25 total_reward_ma:760.30 loss:-8.146 fps:189.2 +frame:1.13e+06 wall_t:5973 t:70625 epi:nan +opt_step:141000 lr:0.0003 alpha:0.02443 +2026-02-11 09:46:19 | INFO | PID:1347 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:986.00 total_reward_ma:767.79 loss:-8.164 fps:189.2 +frame:1.14e+06 wall_t:6026 t:71250 epi:nan +opt_step:142250 lr:0.0003 alpha:0.02502 +2026-02-11 09:47:11 | INFO | PID:1347 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:961.25 total_reward_ma:774.55 loss:-8.172 fps:189.2 +frame:1.15e+06 wall_t:6078 t:71875 epi:nan +opt_step:143500 lr:0.0003 alpha:0.02578 +2026-02-11 09:48:04 | INFO | PID:1347 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:933.75 total_reward_ma:780.61 loss:-7.562 fps:189.2 +frame:1.16e+06 wall_t:6130 t:72500 epi:nan +opt_step:144750 lr:0.0003 alpha:0.02617 +2026-02-11 09:48:56 | INFO | PID:1347 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:911.25 total_reward_ma:786.49 loss:-8.182 fps:189.2 +frame:1.17e+06 wall_t:6183 t:73125 epi:nan +opt_step:146000 lr:0.0003 alpha:0.02665 +2026-02-11 09:49:48 | INFO | PID:1347 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:911.00 total_reward_ma:792.23 loss:-8.437 fps:189.3 +frame:1.18e+06 wall_t:6235 t:73750 epi:nan +opt_step:147250 lr:0.0003 alpha:0.02726 +2026-02-11 09:50:41 | INFO | PID:1347 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:906.50 total_reward_ma:798.16 loss:-8.277 fps:189.2 +frame:1.19e+06 wall_t:6288 t:74375 epi:nan +opt_step:148500 lr:0.0003 alpha:0.02823 +2026-02-11 09:51:33 | INFO | PID:1347 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:921.25 total_reward_ma:804.19 loss:-7.827 fps:189.3 +frame:1.20e+06 wall_t:6340 t:75000 epi:nan +opt_step:149750 lr:0.0003 alpha:0.0279 +2026-02-11 09:52:26 | INFO | PID:1347 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:927.50 total_reward_ma:810.16 loss:-8.39 fps:189.3 +frame:1.21e+06 wall_t:6392 t:75625 epi:nan +opt_step:151000 lr:0.0003 alpha:0.02856 +2026-02-11 09:53:18 | INFO | PID:1347 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:941.00 total_reward_ma:816.42 loss:-8.381 fps:189.3 +frame:1.22e+06 wall_t:6444 t:76250 epi:nan +opt_step:152250 lr:0.0003 alpha:0.02832 +2026-02-11 09:54:10 | INFO | PID:1347 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:949.75 total_reward_ma:822.78 loss:-8.391 fps:189.3 +frame:1.23e+06 wall_t:6496 t:76875 epi:nan +opt_step:153500 lr:0.0003 alpha:0.02871 +2026-02-11 09:55:03 | INFO | PID:1347 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:982.00 total_reward_ma:829.34 loss:-8.258 fps:189.3 +frame:1.24e+06 wall_t:6549 t:77500 epi:nan +opt_step:154750 lr:0.0003 alpha:0.02859 +2026-02-11 09:55:54 | INFO | PID:1347 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:978.00 total_reward_ma:835.67 loss:-8.401 fps:189.4 +frame:1.25e+06 wall_t:6601 t:78125 epi:nan +opt_step:156000 lr:0.0003 alpha:0.02874 +2026-02-11 09:56:47 | INFO | PID:1347 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:999.25 total_reward_ma:841.70 loss:-8.28 fps:189.4 +frame:1.26e+06 wall_t:6654 t:78750 epi:nan +opt_step:157250 lr:0.0003 alpha:0.02928 +2026-02-11 09:57:39 | INFO | PID:1347 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:994.00 total_reward_ma:847.41 loss:-8.185 fps:189.4 +frame:1.27e+06 wall_t:6706 t:79375 epi:nan +opt_step:158500 lr:0.0003 alpha:0.02976 +2026-02-11 09:58:32 | INFO | PID:1347 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:1012.75 total_reward_ma:853.09 loss:-8.461 fps:189.4 +frame:1.28e+06 wall_t:6759 t:80000 epi:nan +opt_step:159750 lr:0.0003 alpha:0.02874 +2026-02-11 09:59:25 | INFO | PID:1347 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:1095.75 total_reward_ma:859.43 loss:-8.581 fps:189.4 +frame:1.29e+06 wall_t:6811 t:80625 epi:nan +opt_step:161000 lr:0.0003 alpha:0.03014 +2026-02-11 10:00:17 | INFO | PID:1347 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:1073.25 total_reward_ma:865.69 loss:-8.45 fps:189.4 +frame:1.30e+06 wall_t:6863 t:81250 epi:nan +opt_step:162250 lr:0.0003 alpha:0.03049 +2026-02-11 10:01:09 | INFO | PID:1347 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:1067.50 total_reward_ma:871.96 loss:-8.745 fps:189.4 +frame:1.31e+06 wall_t:6915 t:81875 epi:nan +opt_step:163500 lr:0.0003 alpha:0.03168 +2026-02-11 10:02:01 | INFO | PID:1347 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:1063.50 total_reward_ma:878.10 loss:-8.365 fps:189.4 +frame:1.32e+06 wall_t:6968 t:82500 epi:nan +opt_step:164750 lr:0.0003 alpha:0.03112 +2026-02-11 10:02:53 | INFO | PID:1347 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:1072.25 total_reward_ma:884.33 loss:-8.463 fps:189.5 +frame:1.33e+06 wall_t:7020 t:83125 epi:nan +opt_step:166000 lr:0.0003 alpha:0.03171 +2026-02-11 10:03:45 | INFO | PID:1347 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:1104.00 total_reward_ma:890.61 loss:-8.711 fps:189.5 +frame:1.34e+06 wall_t:7072 t:83750 epi:nan +opt_step:167250 lr:0.0003 alpha:0.03267 +2026-02-11 10:04:37 | INFO | PID:1347 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:1096.00 total_reward_ma:896.51 loss:-8.926 fps:189.5 +frame:1.35e+06 wall_t:7124 t:84375 epi:nan +opt_step:168500 lr:0.0003 alpha:0.03311 +2026-02-11 10:05:29 | INFO | PID:1347 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:1203.50 total_reward_ma:903.20 loss:-8.509 fps:189.5 +frame:1.36e+06 wall_t:7176 t:85000 epi:nan +opt_step:169750 lr:0.0003 alpha:0.03339 +2026-02-11 10:06:21 | INFO | PID:1347 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:1201.25 total_reward_ma:909.79 loss:-8.895 fps:189.5 +frame:1.37e+06 wall_t:7228 t:85625 epi:nan +opt_step:171000 lr:0.0003 alpha:0.03425 +2026-02-11 10:07:14 | INFO | PID:1347 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:1212.75 total_reward_ma:916.40 loss:-9.25 fps:189.5 +frame:1.38e+06 wall_t:7281 t:86250 epi:nan +opt_step:172250 lr:0.0003 alpha:0.03407 +2026-02-11 10:08:06 | INFO | PID:1347 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:1227.75 total_reward_ma:922.76 loss:-8.922 fps:189.6 +frame:1.39e+06 wall_t:7332 t:86875 epi:nan +opt_step:173500 lr:0.0003 alpha:0.03357 +2026-02-11 10:08:58 | INFO | PID:1347 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:1233.00 total_reward_ma:928.89 loss:-9.084 fps:189.6 +frame:1.40e+06 wall_t:7384 t:87500 epi:nan +opt_step:174750 lr:0.0003 alpha:0.03354 +2026-02-11 10:09:50 | INFO | PID:1347 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:1257.00 total_reward_ma:935.16 loss:-9.332 fps:189.6 +frame:1.41e+06 wall_t:7436 t:88125 epi:nan +opt_step:176000 lr:0.0003 alpha:0.03251 +2026-02-11 10:10:42 | INFO | PID:1347 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:1280.00 total_reward_ma:941.72 loss:-9.127 fps:189.6 +frame:1.42e+06 wall_t:7488 t:88750 epi:nan +opt_step:177250 lr:0.0003 alpha:0.03196 +2026-02-11 10:11:34 | INFO | PID:1347 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:1219.75 total_reward_ma:947.53 loss:-9.255 fps:189.6 +frame:1.43e+06 wall_t:7541 t:89375 epi:nan +opt_step:178500 lr:0.0003 alpha:0.03095 +2026-02-11 10:12:26 | INFO | PID:1347 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:1255.25 total_reward_ma:953.51 loss:-8.807 fps:189.6 +frame:1.44e+06 wall_t:7593 t:90000 epi:nan +opt_step:179750 lr:0.0003 alpha:0.03082 +2026-02-11 10:13:19 | INFO | PID:1347 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:1276.25 total_reward_ma:959.65 loss:-9.389 fps:189.7 +frame:1.45e+06 wall_t:7645 t:90625 epi:nan +opt_step:181000 lr:0.0003 alpha:0.02991 +2026-02-11 10:14:11 | INFO | PID:1347 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:1295.25 total_reward_ma:966.04 loss:-9.165 fps:189.7 +frame:1.46e+06 wall_t:7697 t:91250 epi:nan +opt_step:182250 lr:0.0003 alpha:0.02954 +2026-02-11 10:15:03 | INFO | PID:1347 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:1337.25 total_reward_ma:972.88 loss:-9.115 fps:189.7 +frame:1.47e+06 wall_t:7750 t:91875 epi:nan +opt_step:183500 lr:0.0003 alpha:0.02942 +2026-02-11 10:15:55 | INFO | PID:1347 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:1348.00 total_reward_ma:979.86 loss:-9.007 fps:189.7 +frame:1.48e+06 wall_t:7802 t:92500 epi:nan +opt_step:184750 lr:0.0003 alpha:0.02846 +2026-02-11 10:16:47 | INFO | PID:1347 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:1304.25 total_reward_ma:986.28 loss:-9.089 fps:189.7 +frame:1.49e+06 wall_t:7854 t:93125 epi:nan +opt_step:186000 lr:0.0003 alpha:0.02675 +2026-02-11 10:17:39 | INFO | PID:1347 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:1316.50 total_reward_ma:992.74 loss:-9.037 fps:189.7 +frame:1.50e+06 wall_t:7906 t:93750 epi:nan +opt_step:187250 lr:0.0003 alpha:0.02616 +2026-02-11 10:18:31 | INFO | PID:1347 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:1367.50 total_reward_ma:999.79 loss:-8.744 fps:189.7 +frame:1.51e+06 wall_t:7958 t:94375 epi:nan +opt_step:188500 lr:0.0003 alpha:0.02518 +2026-02-11 10:19:23 | INFO | PID:1347 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:1382.75 total_reward_ma:1006.94 loss:-8.937 fps:189.8 +frame:1.52e+06 wall_t:8010 t:95000 epi:nan +opt_step:189750 lr:0.0003 alpha:0.02544 +2026-02-11 10:20:15 | INFO | PID:1347 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:1416.75 total_reward_ma:1014.42 loss:-8.97 fps:189.8 +frame:1.53e+06 wall_t:8062 t:95625 epi:nan +opt_step:191000 lr:0.0003 alpha:0.025 +2026-02-11 10:21:08 | INFO | PID:1347 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:1433.00 total_reward_ma:1021.72 loss:-8.427 fps:189.8 +frame:1.54e+06 wall_t:8114 t:96250 epi:nan +opt_step:192250 lr:0.0003 alpha:0.02354 +2026-02-11 10:21:59 | INFO | PID:1347 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:1445.50 total_reward_ma:1029.17 loss:-7.995 fps:189.8 +frame:1.55e+06 wall_t:8166 t:96875 epi:nan +opt_step:193500 lr:0.0003 alpha:0.02302 +2026-02-11 10:22:51 | INFO | PID:1347 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:1452.00 total_reward_ma:1036.96 loss:-8.216 fps:189.8 +frame:1.56e+06 wall_t:8218 t:97500 epi:nan +opt_step:194750 lr:0.0003 alpha:0.02212 +2026-02-11 10:23:43 | INFO | PID:1347 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:1459.25 total_reward_ma:1044.79 loss:-8.006 fps:189.8 +frame:1.57e+06 wall_t:8270 t:98125 epi:nan +opt_step:196000 lr:0.0003 alpha:0.02173 +2026-02-11 10:24:36 | INFO | PID:1347 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:1475.75 total_reward_ma:1052.67 loss:-7.669 fps:189.9 +frame:1.58e+06 wall_t:8322 t:98750 epi:nan +opt_step:197250 lr:0.0003 alpha:0.02067 +2026-02-11 10:25:28 | INFO | PID:1347 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:1494.25 total_reward_ma:1060.67 loss:-8.23 fps:189.9 +frame:1.59e+06 wall_t:8374 t:99375 epi:nan +opt_step:198500 lr:0.0003 alpha:0.0204 +2026-02-11 10:26:19 | INFO | PID:1347 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:1529.75 total_reward_ma:1068.83 loss:-7.486 fps:189.9 +frame:1.60e+06 wall_t:8426 t:100000 epi:nan +opt_step:199750 lr:0.0003 alpha:0.01989 +2026-02-11 10:27:12 | INFO | PID:1347 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:1582.50 total_reward_ma:1077.29 loss:-7.568 fps:189.9 +frame:1.61e+06 wall_t:8478 t:100625 epi:nan +opt_step:201000 lr:0.0003 alpha:0.01908 +2026-02-11 10:28:04 | INFO | PID:1347 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:1564.25 total_reward_ma:1085.66 loss:-7.09 fps:189.9 +frame:1.62e+06 wall_t:8531 t:101250 epi:nan +opt_step:202250 lr:0.0003 alpha:0.01847 +2026-02-11 10:28:57 | INFO | PID:1347 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:1581.25 total_reward_ma:1093.91 loss:-7.392 fps:189.9 +frame:1.63e+06 wall_t:8583 t:101875 epi:nan +opt_step:203500 lr:0.0003 alpha:0.01847 +2026-02-11 10:29:49 | INFO | PID:1347 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:1557.50 total_reward_ma:1101.61 loss:-6.59 fps:189.9 +frame:1.64e+06 wall_t:8635 t:102500 epi:nan +opt_step:204750 lr:0.0003 alpha:0.01851 +2026-02-11 10:30:41 | INFO | PID:1347 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:1624.00 total_reward_ma:1109.82 loss:-6.911 fps:189.9 +frame:1.65e+06 wall_t:8688 t:103125 epi:nan +opt_step:206000 lr:0.0003 alpha:0.01803 +2026-02-11 10:31:33 | INFO | PID:1347 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:1623.75 total_reward_ma:1118.11 loss:-7.255 fps:190 +frame:1.66e+06 wall_t:8739 t:103750 epi:nan +opt_step:207250 lr:0.0003 alpha:0.01846 +2026-02-11 10:32:25 | INFO | PID:1347 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:1625.50 total_reward_ma:1126.39 loss:-6.26 fps:190 +frame:1.67e+06 wall_t:8791 t:104375 epi:nan +opt_step:208500 lr:0.0003 alpha:0.01748 +2026-02-11 10:33:17 | INFO | PID:1347 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:1659.25 total_reward_ma:1135.04 loss:-5.955 fps:190 +frame:1.68e+06 wall_t:8843 t:105000 epi:nan +opt_step:209750 lr:0.0003 alpha:0.01733 +2026-02-11 10:34:10 | INFO | PID:1347 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:1681.50 total_reward_ma:1144.26 loss:-6.232 fps:190 +frame:1.69e+06 wall_t:8897 t:105625 epi:nan +opt_step:211000 lr:0.0003 alpha:0.01707 +2026-02-11 10:35:03 | INFO | PID:1347 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:1688.75 total_reward_ma:1153.68 loss:-6.068 fps:189.9 +frame:1.70e+06 wall_t:8950 t:106250 epi:nan +opt_step:212250 lr:0.0003 alpha:0.01649 +2026-02-11 10:35:55 | INFO | PID:1347 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:1783.00 total_reward_ma:1164.07 loss:-6.347 fps:190 +frame:1.71e+06 wall_t:9002 t:106875 epi:nan +opt_step:213500 lr:0.0003 alpha:0.0172 +2026-02-11 10:36:47 | INFO | PID:1347 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:1920.00 total_reward_ma:1175.87 loss:-5.877 fps:190 +frame:1.72e+06 wall_t:9053 t:107500 epi:nan +opt_step:214750 lr:0.0003 alpha:0.01725 +2026-02-11 10:37:39 | INFO | PID:1347 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:2011.25 total_reward_ma:1188.56 loss:-6.092 fps:190 +frame:1.73e+06 wall_t:9105 t:108125 epi:nan +opt_step:216000 lr:0.0003 alpha:0.01815 +2026-02-11 10:38:31 | INFO | PID:1347 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:2199.75 total_reward_ma:1202.94 loss:-6.438 fps:190 +frame:1.74e+06 wall_t:9158 t:108750 epi:nan +opt_step:217250 lr:0.0003 alpha:0.01975 +2026-02-11 10:39:24 | INFO | PID:1347 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:2242.25 total_reward_ma:1217.36 loss:-6.318 fps:190 +frame:1.75e+06 wall_t:9211 t:109375 epi:nan +opt_step:218500 lr:0.0003 alpha:0.02142 +2026-02-11 10:40:17 | INFO | PID:1347 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:2222.75 total_reward_ma:1231.60 loss:-7.81 fps:190 +frame:1.76e+06 wall_t:9264 t:110000 epi:nan +opt_step:219750 lr:0.0003 alpha:0.02238 +2026-02-11 10:41:10 | INFO | PID:1347 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:2172.50 total_reward_ma:1245.18 loss:-6.39 fps:190 +frame:1.77e+06 wall_t:9316 t:110625 epi:nan +opt_step:221000 lr:0.0003 alpha:0.02421 +2026-02-11 10:42:02 | INFO | PID:1347 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:2092.75 total_reward_ma:1257.70 loss:-7.29 fps:190 +frame:1.78e+06 wall_t:9369 t:111250 epi:nan +opt_step:222250 lr:0.0003 alpha:0.02546 +2026-02-11 10:42:55 | INFO | PID:1347 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:2167.25 total_reward_ma:1270.44 loss:-7.297 fps:190 +frame:1.79e+06 wall_t:9421 t:111875 epi:nan +opt_step:223500 lr:0.0003 alpha:0.02747 +2026-02-11 10:43:48 | INFO | PID:1347 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:2127.50 total_reward_ma:1282.49 loss:-6.989 fps:190 +frame:1.80e+06 wall_t:9475 t:112500 epi:nan +opt_step:224750 lr:0.0003 alpha:0.03037 +2026-02-11 10:44:41 | INFO | PID:1347 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:2042.50 total_reward_ma:1293.43 loss:-7.267 fps:190 +frame:1.81e+06 wall_t:9527 t:113125 epi:nan +opt_step:226000 lr:0.0003 alpha:0.03207 +2026-02-11 10:45:34 | INFO | PID:1347 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:1701.50 total_reward_ma:1300.81 loss:-8.024 fps:190 +frame:1.82e+06 wall_t:9580 t:113750 epi:nan +opt_step:227250 lr:0.0003 alpha:0.03568 +2026-02-11 10:46:26 | INFO | PID:1347 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:1668.50 total_reward_ma:1307.69 loss:-8.767 fps:190 +frame:1.83e+06 wall_t:9633 t:114375 epi:nan +opt_step:228500 lr:0.0003 alpha:0.04008 +2026-02-11 10:47:18 | INFO | PID:1347 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:1617.25 total_reward_ma:1313.70 loss:-7.968 fps:190 +frame:1.84e+06 wall_t:9685 t:115000 epi:nan +opt_step:229750 lr:0.0003 alpha:0.04158 +2026-02-11 10:48:10 | INFO | PID:1347 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:1499.75 total_reward_ma:1318.57 loss:-9.336 fps:190 +frame:1.85e+06 wall_t:9737 t:115625 epi:nan +opt_step:231000 lr:0.0003 alpha:0.04374 +2026-02-11 10:49:03 | INFO | PID:1347 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:1428.75 total_reward_ma:1322.53 loss:-8.466 fps:190 +frame:1.86e+06 wall_t:9789 t:116250 epi:nan +opt_step:232250 lr:0.0003 alpha:0.04522 +2026-02-11 10:49:56 | INFO | PID:1347 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:1132.75 total_reward_ma:1323.38 loss:-8.883 fps:190 +frame:1.87e+06 wall_t:9843 t:116875 epi:nan +opt_step:233500 lr:0.0003 alpha:0.04746 +2026-02-11 10:50:49 | INFO | PID:1347 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:1042.50 total_reward_ma:1323.22 loss:-9.553 fps:190 +frame:1.88e+06 wall_t:9895 t:117500 epi:nan +opt_step:234750 lr:0.0003 alpha:0.04654 +2026-02-11 10:51:41 | INFO | PID:1347 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:1001.25 total_reward_ma:1322.66 loss:-9.002 fps:190 +frame:1.89e+06 wall_t:9947 t:118125 epi:nan +opt_step:236000 lr:0.0003 alpha:0.04622 +2026-02-11 10:52:35 | INFO | PID:1347 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:874.75 total_reward_ma:1320.98 loss:-8.635 fps:190 +frame:1.90e+06 wall_t:10002 t:118750 epi:nan +opt_step:237250 lr:0.0003 alpha:0.04429 +2026-02-11 10:53:27 | INFO | PID:1347 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:819.25 total_reward_ma:1318.49 loss:-11.39 fps:190 +frame:1.91e+06 wall_t:10054 t:119375 epi:nan +opt_step:238500 lr:0.0003 alpha:0.04147 +2026-02-11 10:54:20 | INFO | PID:1347 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:803.50 total_reward_ma:1315.82 loss:-10.86 fps:190 +frame:1.92e+06 wall_t:10106 t:120000 epi:nan +opt_step:239750 lr:0.0003 alpha:0.0403 +2026-02-11 10:55:12 | INFO | PID:1347 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:913.00 total_reward_ma:1314.09 loss:-10.98 fps:190 +frame:1.93e+06 wall_t:10158 t:120625 epi:nan +opt_step:241000 lr:0.0003 alpha:0.03747 +2026-02-11 10:56:04 | INFO | PID:1347 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:1163.50 total_reward_ma:1314.66 loss:-9.776 fps:190 +frame:1.94e+06 wall_t:10210 t:121250 epi:nan +opt_step:242250 lr:0.0003 alpha:0.03663 +2026-02-11 10:56:56 | INFO | PID:1347 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:1398.00 total_reward_ma:1317.57 loss:-9.579 fps:190 +frame:1.95e+06 wall_t:10262 t:121875 epi:nan +opt_step:243500 lr:0.0003 alpha:0.03623 +2026-02-11 10:57:48 | INFO | PID:1347 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:1478.00 total_reward_ma:1321.19 loss:-9.32 fps:190 +frame:1.96e+06 wall_t:10314 t:122500 epi:nan +opt_step:244750 lr:0.0003 alpha:0.03573 +2026-02-11 10:58:40 | INFO | PID:1347 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:1836.75 total_reward_ma:1328.36 loss:-9.365 fps:190 +frame:1.97e+06 wall_t:10366 t:123125 epi:nan +opt_step:246000 lr:0.0003 alpha:0.03429 +2026-02-11 10:59:32 | INFO | PID:1347 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:2123.75 total_reward_ma:1338.38 loss:-8.825 fps:190 +frame:1.98e+06 wall_t:10419 t:123750 epi:nan +opt_step:247250 lr:0.0003 alpha:0.03436 +2026-02-11 11:00:15 | INFO | PID:1347 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:2352.75 total_reward_ma:1350.62 loss:-9.198 fps:190.2 +frame:1.99e+06 wall_t:10462 t:124375 epi:nan +opt_step:248500 lr:0.0003 alpha:0.03392 +2026-02-11 11:00:51 | INFO | PID:1347 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:2411.50 total_reward_ma:1363.56 loss:-9.035 fps:190.5 +frame:2.00e+06 wall_t:10497 t:125000 epi:nan +opt_step:249750 lr:0.0003 alpha:0.03342 +2026-02-11 11:00:52 | INFO | PID:1347 | slm_lab.lib.logger:info | Session 0 done diff --git a/data/sac_atari_qbert_2026_02_11_080545/log/sac_atari_qbert_t0_s1.log b/data/sac_atari_qbert_2026_02_11_080545/log/sac_atari_qbert_t0_s1.log new file mode 100644 index 0000000000000000000000000000000000000000..c3a7396ea8ed547cefdd2ee655ae1aef1b63ddb3 --- /dev/null +++ b/data/sac_atari_qbert_2026_02_11_080545/log/sac_atari_qbert_t0_s1.log @@ -0,0 +1,802 @@ +2026-02-11 08:05:51 | INFO | PID:1348 | slm_lab.env:_make_vector_env | AtariVectorEnv: 16 envs, native preprocessing +2026-02-11 08:07:18 | INFO | PID:1348 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:117.86 total_reward_ma:117.86 loss:-9.629 fps:119 +frame:1.00e+04 wall_t:84 t:625 epi:nan +opt_step:1000 lr:0.0003 alpha:0.7539 +2026-02-11 08:08:09 | INFO | PID:1348 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:125.94 total_reward_ma:121.90 loss:-15.09 fps:147.1 +frame:2.00e+04 wall_t:136 t:1250 epi:nan +opt_step:2250 lr:0.0003 alpha:0.5499 +2026-02-11 08:09:02 | INFO | PID:1348 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:133.93 total_reward_ma:125.91 loss:-18.68 fps:159.6 +frame:3.00e+04 wall_t:188 t:1875 epi:nan +opt_step:3500 lr:0.0003 alpha:0.4097 +2026-02-11 08:09:55 | INFO | PID:1348 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:143.50 total_reward_ma:130.31 loss:-20.55 fps:166 +frame:4.00e+04 wall_t:241 t:2500 epi:nan +opt_step:4750 lr:0.0003 alpha:0.3085 +2026-02-11 08:10:47 | INFO | PID:1348 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:149.25 total_reward_ma:134.10 loss:-22.65 fps:170.6 +frame:5.00e+04 wall_t:293 t:3125 epi:nan +opt_step:6000 lr:0.0003 alpha:0.2334 +2026-02-11 08:11:39 | INFO | PID:1348 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:150.75 total_reward_ma:136.87 loss:-23.01 fps:173.4 +frame:6.00e+04 wall_t:346 t:3750 epi:nan +opt_step:7250 lr:0.0003 alpha:0.1771 +2026-02-11 08:12:32 | INFO | PID:1348 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:161.00 total_reward_ma:140.32 loss:-22.55 fps:175.9 +frame:7.00e+04 wall_t:398 t:4375 epi:nan +opt_step:8500 lr:0.0003 alpha:0.1347 +2026-02-11 08:13:25 | INFO | PID:1348 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:161.00 total_reward_ma:142.90 loss:-22.27 fps:177.4 +frame:8.00e+04 wall_t:451 t:5000 epi:nan +opt_step:9750 lr:0.0003 alpha:0.1026 +2026-02-11 08:14:17 | INFO | PID:1348 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:148.00 total_reward_ma:143.47 loss:-20.68 fps:178.6 +frame:9.00e+04 wall_t:504 t:5625 epi:nan +opt_step:11000 lr:0.0003 alpha:0.07836 +2026-02-11 08:15:10 | INFO | PID:1348 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:129.00 total_reward_ma:142.02 loss:-19.81 fps:179.9 +frame:1.00e+05 wall_t:556 t:6250 epi:nan +opt_step:12250 lr:0.0003 alpha:0.05974 +2026-02-11 08:16:02 | INFO | PID:1348 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:139.75 total_reward_ma:141.82 loss:-20.09 fps:180.6 +frame:1.10e+05 wall_t:609 t:6875 epi:nan +opt_step:13500 lr:0.0003 alpha:0.04572 +2026-02-11 08:16:55 | INFO | PID:1348 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:144.25 total_reward_ma:142.02 loss:-18.52 fps:181.5 +frame:1.20e+05 wall_t:661 t:7500 epi:nan +opt_step:14750 lr:0.0003 alpha:0.03512 +2026-02-11 08:17:47 | INFO | PID:1348 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:172.75 total_reward_ma:144.38 loss:-17.13 fps:182.1 +frame:1.30e+05 wall_t:714 t:8125 epi:nan +opt_step:16000 lr:0.0003 alpha:0.02748 +2026-02-11 08:18:40 | INFO | PID:1348 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:196.75 total_reward_ma:148.12 loss:-16.95 fps:182.5 +frame:1.40e+05 wall_t:767 t:8750 epi:nan +opt_step:17250 lr:0.0003 alpha:0.02156 +2026-02-11 08:19:32 | INFO | PID:1348 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:223.50 total_reward_ma:153.15 loss:-15.66 fps:183.2 +frame:1.50e+05 wall_t:819 t:9375 epi:nan +opt_step:18500 lr:0.0003 alpha:0.01737 +2026-02-11 08:20:25 | INFO | PID:1348 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:252.00 total_reward_ma:159.33 loss:-14.62 fps:183.5 +frame:1.60e+05 wall_t:872 t:10000 epi:nan +opt_step:19750 lr:0.0003 alpha:0.01411 +2026-02-11 08:21:18 | INFO | PID:1348 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:254.00 total_reward_ma:164.90 loss:-14.79 fps:184 +frame:1.70e+05 wall_t:924 t:10625 epi:nan +opt_step:21000 lr:0.0003 alpha:0.01177 +2026-02-11 08:22:10 | INFO | PID:1348 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:239.75 total_reward_ma:169.05 loss:-14.3 fps:184.2 +frame:1.80e+05 wall_t:977 t:11250 epi:nan +opt_step:22250 lr:0.0003 alpha:0.01014 +2026-02-11 08:23:03 | INFO | PID:1348 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:228.50 total_reward_ma:172.18 loss:-13.9 fps:184.6 +frame:1.90e+05 wall_t:1029 t:11875 epi:nan +opt_step:23500 lr:0.0003 alpha:0.009038 +2026-02-11 08:23:55 | INFO | PID:1348 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:213.25 total_reward_ma:174.24 loss:-12.97 fps:184.8 +frame:2.00e+05 wall_t:1082 t:12500 epi:nan +opt_step:24750 lr:0.0003 alpha:0.008625 +2026-02-11 08:24:48 | INFO | PID:1348 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:210.25 total_reward_ma:175.95 loss:-12.51 fps:185.2 +frame:2.10e+05 wall_t:1134 t:13125 epi:nan +opt_step:26000 lr:0.0003 alpha:0.008374 +2026-02-11 08:25:40 | INFO | PID:1348 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:245.50 total_reward_ma:179.11 loss:-12.16 fps:185.3 +frame:2.20e+05 wall_t:1187 t:13750 epi:nan +opt_step:27250 lr:0.0003 alpha:0.008149 +2026-02-11 08:26:33 | INFO | PID:1348 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:313.00 total_reward_ma:184.93 loss:-11.32 fps:185.6 +frame:2.30e+05 wall_t:1239 t:14375 epi:nan +opt_step:28500 lr:0.0003 alpha:0.00849 +2026-02-11 08:27:25 | INFO | PID:1348 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:347.00 total_reward_ma:191.69 loss:-10.79 fps:185.8 +frame:2.40e+05 wall_t:1292 t:15000 epi:nan +opt_step:29750 lr:0.0003 alpha:0.009258 +2026-02-11 08:28:18 | INFO | PID:1348 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:378.25 total_reward_ma:199.15 loss:-10.42 fps:186 +frame:2.50e+05 wall_t:1344 t:15625 epi:nan +opt_step:31000 lr:0.0003 alpha:0.009962 +2026-02-11 08:29:10 | INFO | PID:1348 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:388.00 total_reward_ma:206.41 loss:-10.06 fps:186.2 +frame:2.60e+05 wall_t:1396 t:16250 epi:nan +opt_step:32250 lr:0.0003 alpha:0.01139 +2026-02-11 08:30:02 | INFO | PID:1348 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:397.25 total_reward_ma:213.48 loss:-9.965 fps:186.3 +frame:2.70e+05 wall_t:1449 t:16875 epi:nan +opt_step:33500 lr:0.0003 alpha:0.01221 +2026-02-11 08:30:54 | INFO | PID:1348 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:369.50 total_reward_ma:219.05 loss:-9.307 fps:186.5 +frame:2.80e+05 wall_t:1501 t:17500 epi:nan +opt_step:34750 lr:0.0003 alpha:0.01303 +2026-02-11 08:31:47 | INFO | PID:1348 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:394.75 total_reward_ma:225.11 loss:-9.295 fps:186.7 +frame:2.90e+05 wall_t:1553 t:18125 epi:nan +opt_step:36000 lr:0.0003 alpha:0.01368 +2026-02-11 08:32:39 | INFO | PID:1348 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:408.75 total_reward_ma:231.23 loss:-9.028 fps:186.8 +frame:3.00e+05 wall_t:1606 t:18750 epi:nan +opt_step:37250 lr:0.0003 alpha:0.01428 +2026-02-11 08:33:31 | INFO | PID:1348 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:445.00 total_reward_ma:238.13 loss:-8.949 fps:187 +frame:3.10e+05 wall_t:1658 t:19375 epi:nan +opt_step:38500 lr:0.0003 alpha:0.01472 +2026-02-11 08:34:24 | INFO | PID:1348 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:470.75 total_reward_ma:245.40 loss:-8.904 fps:187.1 +frame:3.20e+05 wall_t:1710 t:20000 epi:nan +opt_step:39750 lr:0.0003 alpha:0.01673 +2026-02-11 08:35:15 | INFO | PID:1348 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:525.25 total_reward_ma:253.88 loss:-8.63 fps:187.3 +frame:3.30e+05 wall_t:1762 t:20625 epi:nan +opt_step:41000 lr:0.0003 alpha:0.0158 +2026-02-11 08:36:07 | INFO | PID:1348 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:566.50 total_reward_ma:263.07 loss:-8.164 fps:187.4 +frame:3.40e+05 wall_t:1814 t:21250 epi:nan +opt_step:42250 lr:0.0003 alpha:0.01542 +2026-02-11 08:36:59 | INFO | PID:1348 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:607.75 total_reward_ma:272.92 loss:-8.425 fps:187.6 +frame:3.50e+05 wall_t:1866 t:21875 epi:nan +opt_step:43500 lr:0.0003 alpha:0.01648 +2026-02-11 08:37:51 | INFO | PID:1348 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:627.75 total_reward_ma:282.78 loss:-8.18 fps:187.7 +frame:3.60e+05 wall_t:1918 t:22500 epi:nan +opt_step:44750 lr:0.0003 alpha:0.01619 +2026-02-11 08:38:43 | INFO | PID:1348 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:644.00 total_reward_ma:292.54 loss:-7.826 fps:187.8 +frame:3.70e+05 wall_t:1970 t:23125 epi:nan +opt_step:46000 lr:0.0003 alpha:0.01583 +2026-02-11 08:39:35 | INFO | PID:1348 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:654.25 total_reward_ma:302.06 loss:-8.143 fps:187.9 +frame:3.80e+05 wall_t:2022 t:23750 epi:nan +opt_step:47250 lr:0.0003 alpha:0.0162 +2026-02-11 08:40:28 | INFO | PID:1348 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:653.25 total_reward_ma:311.06 loss:-7.815 fps:188 +frame:3.90e+05 wall_t:2074 t:24375 epi:nan +opt_step:48500 lr:0.0003 alpha:0.01604 +2026-02-11 08:41:20 | INFO | PID:1348 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:653.00 total_reward_ma:319.61 loss:-7.832 fps:188.1 +frame:4.00e+05 wall_t:2126 t:25000 epi:nan +opt_step:49750 lr:0.0003 alpha:0.01698 +2026-02-11 08:42:12 | INFO | PID:1348 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:618.75 total_reward_ma:326.91 loss:-7.331 fps:188.2 +frame:4.10e+05 wall_t:2178 t:25625 epi:nan +opt_step:51000 lr:0.0003 alpha:0.01814 +2026-02-11 08:43:05 | INFO | PID:1348 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:558.25 total_reward_ma:332.42 loss:-7.199 fps:188.3 +frame:4.20e+05 wall_t:2231 t:26250 epi:nan +opt_step:52250 lr:0.0003 alpha:0.01827 +2026-02-11 08:43:57 | INFO | PID:1348 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:534.50 total_reward_ma:337.12 loss:-7.382 fps:188.3 +frame:4.30e+05 wall_t:2284 t:26875 epi:nan +opt_step:53500 lr:0.0003 alpha:0.01872 +2026-02-11 08:44:50 | INFO | PID:1348 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:501.50 total_reward_ma:340.85 loss:-7.197 fps:188.3 +frame:4.40e+05 wall_t:2337 t:27500 epi:nan +opt_step:54750 lr:0.0003 alpha:0.01898 +2026-02-11 08:45:42 | INFO | PID:1348 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:472.75 total_reward_ma:343.78 loss:-7.132 fps:188.4 +frame:4.50e+05 wall_t:2388 t:28125 epi:nan +opt_step:56000 lr:0.0003 alpha:0.02058 +2026-02-11 08:46:34 | INFO | PID:1348 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:432.75 total_reward_ma:345.72 loss:-6.886 fps:188.5 +frame:4.60e+05 wall_t:2440 t:28750 epi:nan +opt_step:57250 lr:0.0003 alpha:0.02089 +2026-02-11 08:47:26 | INFO | PID:1348 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:458.50 total_reward_ma:348.12 loss:-6.876 fps:188.6 +frame:4.70e+05 wall_t:2492 t:29375 epi:nan +opt_step:58500 lr:0.0003 alpha:0.02314 +2026-02-11 08:48:18 | INFO | PID:1348 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:459.75 total_reward_ma:350.44 loss:-7.151 fps:188.7 +frame:4.80e+05 wall_t:2544 t:30000 epi:nan +opt_step:59750 lr:0.0003 alpha:0.02333 +2026-02-11 08:49:10 | INFO | PID:1348 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:496.25 total_reward_ma:353.42 loss:-7.374 fps:188.8 +frame:4.90e+05 wall_t:2596 t:30625 epi:nan +opt_step:61000 lr:0.0003 alpha:0.02423 +2026-02-11 08:50:02 | INFO | PID:1348 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:515.00 total_reward_ma:356.65 loss:-6.965 fps:188.8 +frame:5.00e+05 wall_t:2649 t:31250 epi:nan +opt_step:62250 lr:0.0003 alpha:0.02311 +2026-02-11 08:50:54 | INFO | PID:1348 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:528.50 total_reward_ma:360.02 loss:-7.028 fps:188.9 +frame:5.10e+05 wall_t:2700 t:31875 epi:nan +opt_step:63500 lr:0.0003 alpha:0.02262 +2026-02-11 08:51:46 | INFO | PID:1348 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:534.75 total_reward_ma:363.38 loss:-6.899 fps:189 +frame:5.20e+05 wall_t:2752 t:32500 epi:nan +opt_step:64750 lr:0.0003 alpha:0.02334 +2026-02-11 08:52:37 | INFO | PID:1348 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:562.25 total_reward_ma:367.13 loss:-6.812 fps:189 +frame:5.30e+05 wall_t:2804 t:33125 epi:nan +opt_step:66000 lr:0.0003 alpha:0.02254 +2026-02-11 08:53:29 | INFO | PID:1348 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:572.50 total_reward_ma:370.93 loss:-7.427 fps:189.1 +frame:5.40e+05 wall_t:2855 t:33750 epi:nan +opt_step:67250 lr:0.0003 alpha:0.02234 +2026-02-11 08:54:21 | INFO | PID:1348 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:560.25 total_reward_ma:374.38 loss:-7.403 fps:189.2 +frame:5.50e+05 wall_t:2907 t:34375 epi:nan +opt_step:68500 lr:0.0003 alpha:0.02205 +2026-02-11 08:55:13 | INFO | PID:1348 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:581.25 total_reward_ma:378.07 loss:-7.187 fps:189.3 +frame:5.60e+05 wall_t:2959 t:35000 epi:nan +opt_step:69750 lr:0.0003 alpha:0.0223 +2026-02-11 08:56:04 | INFO | PID:1348 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:602.50 total_reward_ma:382.01 loss:-7.064 fps:189.3 +frame:5.70e+05 wall_t:3011 t:35625 epi:nan +opt_step:71000 lr:0.0003 alpha:0.02258 +2026-02-11 08:56:56 | INFO | PID:1348 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:620.25 total_reward_ma:386.12 loss:-7.051 fps:189.4 +frame:5.80e+05 wall_t:3063 t:36250 epi:nan +opt_step:72250 lr:0.0003 alpha:0.02284 +2026-02-11 08:57:48 | INFO | PID:1348 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:643.75 total_reward_ma:390.48 loss:-7.47 fps:189.5 +frame:5.90e+05 wall_t:3114 t:36875 epi:nan +opt_step:73500 lr:0.0003 alpha:0.02212 +2026-02-11 08:58:40 | INFO | PID:1348 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:680.00 total_reward_ma:395.31 loss:-7.767 fps:189.5 +frame:6.00e+05 wall_t:3166 t:37500 epi:nan +opt_step:74750 lr:0.0003 alpha:0.02183 +2026-02-11 08:59:31 | INFO | PID:1348 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:695.00 total_reward_ma:400.22 loss:-7.2 fps:189.6 +frame:6.10e+05 wall_t:3218 t:38125 epi:nan +opt_step:76000 lr:0.0003 alpha:0.02267 +2026-02-11 09:00:23 | INFO | PID:1348 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:748.50 total_reward_ma:405.84 loss:-6.907 fps:189.6 +frame:6.20e+05 wall_t:3270 t:38750 epi:nan +opt_step:77250 lr:0.0003 alpha:0.02243 +2026-02-11 09:01:15 | INFO | PID:1348 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:777.00 total_reward_ma:411.73 loss:-7.331 fps:189.6 +frame:6.30e+05 wall_t:3322 t:39375 epi:nan +opt_step:78500 lr:0.0003 alpha:0.02236 +2026-02-11 09:02:07 | INFO | PID:1348 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:797.00 total_reward_ma:417.75 loss:-7.459 fps:189.7 +frame:6.40e+05 wall_t:3374 t:40000 epi:nan +opt_step:79750 lr:0.0003 alpha:0.02339 +2026-02-11 09:02:59 | INFO | PID:1348 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:793.25 total_reward_ma:423.53 loss:-7.165 fps:189.7 +frame:6.50e+05 wall_t:3426 t:40625 epi:nan +opt_step:81000 lr:0.0003 alpha:0.02369 +2026-02-11 09:03:51 | INFO | PID:1348 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:814.00 total_reward_ma:429.44 loss:-7.695 fps:189.8 +frame:6.60e+05 wall_t:3478 t:41250 epi:nan +opt_step:82250 lr:0.0003 alpha:0.0242 +2026-02-11 09:04:42 | INFO | PID:1348 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:810.75 total_reward_ma:435.13 loss:-7.297 fps:189.9 +frame:6.70e+05 wall_t:3529 t:41875 epi:nan +opt_step:83500 lr:0.0003 alpha:0.02553 +2026-02-11 09:05:34 | INFO | PID:1348 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:817.50 total_reward_ma:440.76 loss:-7.842 fps:189.9 +frame:6.80e+05 wall_t:3580 t:42500 epi:nan +opt_step:84750 lr:0.0003 alpha:0.02647 +2026-02-11 09:06:26 | INFO | PID:1348 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:810.75 total_reward_ma:446.12 loss:-8.052 fps:190 +frame:6.90e+05 wall_t:3632 t:43125 epi:nan +opt_step:86000 lr:0.0003 alpha:0.02696 +2026-02-11 09:07:18 | INFO | PID:1348 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:801.25 total_reward_ma:451.19 loss:-8.529 fps:190 +frame:7.00e+05 wall_t:3684 t:43750 epi:nan +opt_step:87250 lr:0.0003 alpha:0.02626 +2026-02-11 09:08:10 | INFO | PID:1348 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:798.75 total_reward_ma:456.09 loss:-8.599 fps:190 +frame:7.10e+05 wall_t:3736 t:44375 epi:nan +opt_step:88500 lr:0.0003 alpha:0.02606 +2026-02-11 09:09:02 | INFO | PID:1348 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:790.00 total_reward_ma:460.73 loss:-8.713 fps:190.1 +frame:7.20e+05 wall_t:3788 t:45000 epi:nan +opt_step:89750 lr:0.0003 alpha:0.02625 +2026-02-11 09:09:54 | INFO | PID:1348 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:792.25 total_reward_ma:465.27 loss:-9.321 fps:190.1 +frame:7.30e+05 wall_t:3840 t:45625 epi:nan +opt_step:91000 lr:0.0003 alpha:0.02681 +2026-02-11 09:10:45 | INFO | PID:1348 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:777.50 total_reward_ma:469.49 loss:-9.205 fps:190.1 +frame:7.40e+05 wall_t:3892 t:46250 epi:nan +opt_step:92250 lr:0.0003 alpha:0.0259 +2026-02-11 09:11:38 | INFO | PID:1348 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:783.25 total_reward_ma:473.67 loss:-9.339 fps:190.2 +frame:7.50e+05 wall_t:3944 t:46875 epi:nan +opt_step:93500 lr:0.0003 alpha:0.02515 +2026-02-11 09:12:29 | INFO | PID:1348 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:793.75 total_reward_ma:477.88 loss:-9.224 fps:190.2 +frame:7.60e+05 wall_t:3996 t:47500 epi:nan +opt_step:94750 lr:0.0003 alpha:0.02467 +2026-02-11 09:13:21 | INFO | PID:1348 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:780.25 total_reward_ma:481.81 loss:-9.421 fps:190.2 +frame:7.70e+05 wall_t:4048 t:48125 epi:nan +opt_step:96000 lr:0.0003 alpha:0.02421 +2026-02-11 09:14:14 | INFO | PID:1348 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:765.00 total_reward_ma:485.44 loss:-9.828 fps:190.2 +frame:7.80e+05 wall_t:4100 t:48750 epi:nan +opt_step:97250 lr:0.0003 alpha:0.02373 +2026-02-11 09:15:05 | INFO | PID:1348 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:768.00 total_reward_ma:489.02 loss:-9.464 fps:190.3 +frame:7.90e+05 wall_t:4152 t:49375 epi:nan +opt_step:98500 lr:0.0003 alpha:0.02305 +2026-02-11 09:15:57 | INFO | PID:1348 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:784.50 total_reward_ma:492.71 loss:-9.173 fps:190.3 +frame:8.00e+05 wall_t:4204 t:50000 epi:nan +opt_step:99750 lr:0.0003 alpha:0.02208 +2026-02-11 09:16:49 | INFO | PID:1348 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:776.75 total_reward_ma:496.22 loss:-9.193 fps:190.3 +frame:8.10e+05 wall_t:4256 t:50625 epi:nan +opt_step:101000 lr:0.0003 alpha:0.02208 +2026-02-11 09:17:41 | INFO | PID:1348 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:774.75 total_reward_ma:499.61 loss:-8.741 fps:190.3 +frame:8.20e+05 wall_t:4308 t:51250 epi:nan +opt_step:102250 lr:0.0003 alpha:0.02231 +2026-02-11 09:18:33 | INFO | PID:1348 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:776.50 total_reward_ma:502.95 loss:-8.717 fps:190.4 +frame:8.30e+05 wall_t:4360 t:51875 epi:nan +opt_step:103500 lr:0.0003 alpha:0.02222 +2026-02-11 09:19:25 | INFO | PID:1348 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:770.00 total_reward_ma:506.13 loss:-9.167 fps:190.4 +frame:8.40e+05 wall_t:4411 t:52500 epi:nan +opt_step:104750 lr:0.0003 alpha:0.02126 +2026-02-11 09:20:17 | INFO | PID:1348 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:800.75 total_reward_ma:509.59 loss:-9.042 fps:190.5 +frame:8.50e+05 wall_t:4463 t:53125 epi:nan +opt_step:106000 lr:0.0003 alpha:0.02149 +2026-02-11 09:21:08 | INFO | PID:1348 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:833.00 total_reward_ma:513.35 loss:-8.637 fps:190.5 +frame:8.60e+05 wall_t:4515 t:53750 epi:nan +opt_step:107250 lr:0.0003 alpha:0.02074 +2026-02-11 09:22:00 | INFO | PID:1348 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:894.25 total_reward_ma:517.73 loss:-8.577 fps:190.5 +frame:8.70e+05 wall_t:4567 t:54375 epi:nan +opt_step:108500 lr:0.0003 alpha:0.02067 +2026-02-11 09:22:52 | INFO | PID:1348 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:998.25 total_reward_ma:523.19 loss:-8.07 fps:190.5 +frame:8.80e+05 wall_t:4619 t:55000 epi:nan +opt_step:109750 lr:0.0003 alpha:0.0199 +2026-02-11 09:23:44 | INFO | PID:1348 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:1073.00 total_reward_ma:529.37 loss:-8.425 fps:190.6 +frame:8.90e+05 wall_t:4670 t:55625 epi:nan +opt_step:111000 lr:0.0003 alpha:0.01961 +2026-02-11 09:24:36 | INFO | PID:1348 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:1126.50 total_reward_ma:536.01 loss:-8.379 fps:190.6 +frame:9.00e+05 wall_t:4722 t:56250 epi:nan +opt_step:112250 lr:0.0003 alpha:0.01907 +2026-02-11 09:25:28 | INFO | PID:1348 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:1200.50 total_reward_ma:543.31 loss:-8.321 fps:190.6 +frame:9.10e+05 wall_t:4774 t:56875 epi:nan +opt_step:113500 lr:0.0003 alpha:0.01868 +2026-02-11 09:26:20 | INFO | PID:1348 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:1229.50 total_reward_ma:550.77 loss:-8.06 fps:190.6 +frame:9.20e+05 wall_t:4826 t:57500 epi:nan +opt_step:114750 lr:0.0003 alpha:0.01826 +2026-02-11 09:27:12 | INFO | PID:1348 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:1239.25 total_reward_ma:558.17 loss:-7.203 fps:190.7 +frame:9.30e+05 wall_t:4878 t:58125 epi:nan +opt_step:116000 lr:0.0003 alpha:0.01861 +2026-02-11 09:28:04 | INFO | PID:1348 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:1309.25 total_reward_ma:566.16 loss:-7.059 fps:190.7 +frame:9.40e+05 wall_t:4930 t:58750 epi:nan +opt_step:117250 lr:0.0003 alpha:0.01936 +2026-02-11 09:28:55 | INFO | PID:1348 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:1278.00 total_reward_ma:573.65 loss:-7.077 fps:190.7 +frame:9.50e+05 wall_t:4981 t:59375 epi:nan +opt_step:118500 lr:0.0003 alpha:0.02014 +2026-02-11 09:29:46 | INFO | PID:1348 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:1241.25 total_reward_ma:580.61 loss:-7.11 fps:190.7 +frame:9.60e+05 wall_t:5033 t:60000 epi:nan +opt_step:119750 lr:0.0003 alpha:0.02059 +2026-02-11 09:30:38 | INFO | PID:1348 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:1161.25 total_reward_ma:586.59 loss:-6.943 fps:190.8 +frame:9.70e+05 wall_t:5085 t:60625 epi:nan +opt_step:121000 lr:0.0003 alpha:0.02102 +2026-02-11 09:31:31 | INFO | PID:1348 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:1206.00 total_reward_ma:592.91 loss:-7.121 fps:190.8 +frame:9.80e+05 wall_t:5137 t:61250 epi:nan +opt_step:122250 lr:0.0003 alpha:0.02162 +2026-02-11 09:32:23 | INFO | PID:1348 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:1150.50 total_reward_ma:598.55 loss:-6.62 fps:190.8 +frame:9.90e+05 wall_t:5189 t:61875 epi:nan +opt_step:123500 lr:0.0003 alpha:0.02134 +2026-02-11 09:33:14 | INFO | PID:1348 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:1147.75 total_reward_ma:604.04 loss:-6.418 fps:190.8 +frame:1.00e+06 wall_t:5241 t:62500 epi:nan +opt_step:124750 lr:0.0003 alpha:0.02118 +2026-02-11 09:34:06 | INFO | PID:1348 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:1167.50 total_reward_ma:614.53 loss:-6.654 fps:190.8 +frame:1.01e+06 wall_t:5293 t:63125 epi:nan +opt_step:126000 lr:0.0003 alpha:0.02167 +2026-02-11 09:34:58 | INFO | PID:1348 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:1204.25 total_reward_ma:625.32 loss:-6.203 fps:190.8 +frame:1.02e+06 wall_t:5345 t:63750 epi:nan +opt_step:127250 lr:0.0003 alpha:0.02264 +2026-02-11 09:35:50 | INFO | PID:1348 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:1212.50 total_reward_ma:636.10 loss:-5.854 fps:190.8 +frame:1.03e+06 wall_t:5397 t:64375 epi:nan +opt_step:128500 lr:0.0003 alpha:0.02331 +2026-02-11 09:36:43 | INFO | PID:1348 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:1188.00 total_reward_ma:646.55 loss:-5.967 fps:190.8 +frame:1.04e+06 wall_t:5450 t:65000 epi:nan +opt_step:129750 lr:0.0003 alpha:0.02479 +2026-02-11 09:37:36 | INFO | PID:1348 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:1224.00 total_reward_ma:657.29 loss:-6.031 fps:190.8 +frame:1.05e+06 wall_t:5502 t:65625 epi:nan +opt_step:131000 lr:0.0003 alpha:0.02512 +2026-02-11 09:38:27 | INFO | PID:1348 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:1340.25 total_reward_ma:669.19 loss:-5.676 fps:190.9 +frame:1.06e+06 wall_t:5554 t:66250 epi:nan +opt_step:132250 lr:0.0003 alpha:0.0247 +2026-02-11 09:39:19 | INFO | PID:1348 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:1336.75 total_reward_ma:680.95 loss:-5.552 fps:190.9 +frame:1.07e+06 wall_t:5605 t:66875 epi:nan +opt_step:133500 lr:0.0003 alpha:0.02499 +2026-02-11 09:40:11 | INFO | PID:1348 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:1339.00 total_reward_ma:692.73 loss:-5.608 fps:190.9 +frame:1.08e+06 wall_t:5657 t:67500 epi:nan +opt_step:134750 lr:0.0003 alpha:0.02537 +2026-02-11 09:41:03 | INFO | PID:1348 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:1447.25 total_reward_ma:705.72 loss:-5.364 fps:190.9 +frame:1.09e+06 wall_t:5709 t:68125 epi:nan +opt_step:136000 lr:0.0003 alpha:0.02548 +2026-02-11 09:41:55 | INFO | PID:1348 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:1446.75 total_reward_ma:718.90 loss:-5.657 fps:190.9 +frame:1.10e+06 wall_t:5761 t:68750 epi:nan +opt_step:137250 lr:0.0003 alpha:0.02523 +2026-02-11 09:42:46 | INFO | PID:1348 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:1623.25 total_reward_ma:733.73 loss:-5.845 fps:191 +frame:1.11e+06 wall_t:5813 t:69375 epi:nan +opt_step:138500 lr:0.0003 alpha:0.02565 +2026-02-11 09:43:38 | INFO | PID:1348 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:1599.75 total_reward_ma:748.29 loss:-5.759 fps:191 +frame:1.12e+06 wall_t:5865 t:70000 epi:nan +opt_step:139750 lr:0.0003 alpha:0.02654 +2026-02-11 09:44:30 | INFO | PID:1348 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:1683.75 total_reward_ma:763.40 loss:-5.956 fps:191 +frame:1.13e+06 wall_t:5917 t:70625 epi:nan +opt_step:141000 lr:0.0003 alpha:0.02697 +2026-02-11 09:45:22 | INFO | PID:1348 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:1916.75 total_reward_ma:780.60 loss:-6.286 fps:191 +frame:1.14e+06 wall_t:5968 t:71250 epi:nan +opt_step:142250 lr:0.0003 alpha:0.02806 +2026-02-11 09:46:14 | INFO | PID:1348 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:2063.75 total_reward_ma:799.00 loss:-6.05 fps:191 +frame:1.15e+06 wall_t:6020 t:71875 epi:nan +opt_step:143500 lr:0.0003 alpha:0.02983 +2026-02-11 09:47:06 | INFO | PID:1348 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:2022.75 total_reward_ma:816.71 loss:-6.959 fps:191 +frame:1.16e+06 wall_t:6072 t:72500 epi:nan +opt_step:144750 lr:0.0003 alpha:0.03282 +2026-02-11 09:47:57 | INFO | PID:1348 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:1955.25 total_reward_ma:833.72 loss:-6.574 fps:191.1 +frame:1.17e+06 wall_t:6124 t:73125 epi:nan +opt_step:146000 lr:0.0003 alpha:0.03587 +2026-02-11 09:48:50 | INFO | PID:1348 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:1891.00 total_reward_ma:850.23 loss:-7.552 fps:191.1 +frame:1.18e+06 wall_t:6176 t:73750 epi:nan +opt_step:147250 lr:0.0003 alpha:0.03946 +2026-02-11 09:49:42 | INFO | PID:1348 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:2139.75 total_reward_ma:869.34 loss:-7.663 fps:191.1 +frame:1.19e+06 wall_t:6228 t:74375 epi:nan +opt_step:148500 lr:0.0003 alpha:0.04057 +2026-02-11 09:50:34 | INFO | PID:1348 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:2069.25 total_reward_ma:887.91 loss:-8.322 fps:191.1 +frame:1.20e+06 wall_t:6281 t:75000 epi:nan +opt_step:149750 lr:0.0003 alpha:0.04281 +2026-02-11 09:51:26 | INFO | PID:1348 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:2132.50 total_reward_ma:907.13 loss:-7.918 fps:191.1 +frame:1.21e+06 wall_t:6332 t:75625 epi:nan +opt_step:151000 lr:0.0003 alpha:0.04488 +2026-02-11 09:52:18 | INFO | PID:1348 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:2083.50 total_reward_ma:925.51 loss:-9.156 fps:191.1 +frame:1.22e+06 wall_t:6384 t:76250 epi:nan +opt_step:152250 lr:0.0003 alpha:0.04723 +2026-02-11 09:53:10 | INFO | PID:1348 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:2070.50 total_reward_ma:943.08 loss:-9.28 fps:191.1 +frame:1.23e+06 wall_t:6436 t:76875 epi:nan +opt_step:153500 lr:0.0003 alpha:0.04885 +2026-02-11 09:54:02 | INFO | PID:1348 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:2022.75 total_reward_ma:959.84 loss:-10.17 fps:191.1 +frame:1.24e+06 wall_t:6489 t:77500 epi:nan +opt_step:154750 lr:0.0003 alpha:0.05029 +2026-02-11 09:54:54 | INFO | PID:1348 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:2103.75 total_reward_ma:977.09 loss:-10.54 fps:191.1 +frame:1.25e+06 wall_t:6541 t:78125 epi:nan +opt_step:156000 lr:0.0003 alpha:0.05188 +2026-02-11 09:55:46 | INFO | PID:1348 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:2136.75 total_reward_ma:994.58 loss:-12.1 fps:191.1 +frame:1.26e+06 wall_t:6592 t:78750 epi:nan +opt_step:157250 lr:0.0003 alpha:0.05392 +2026-02-11 09:56:37 | INFO | PID:1348 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:2017.50 total_reward_ma:1010.78 loss:-11.75 fps:191.1 +frame:1.27e+06 wall_t:6644 t:79375 epi:nan +opt_step:158500 lr:0.0003 alpha:0.05639 +2026-02-11 09:57:29 | INFO | PID:1348 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:1984.25 total_reward_ma:1026.93 loss:-13.17 fps:191.2 +frame:1.28e+06 wall_t:6695 t:80000 epi:nan +opt_step:159750 lr:0.0003 alpha:0.058 +2026-02-11 09:58:21 | INFO | PID:1348 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:1935.75 total_reward_ma:1042.34 loss:-14.81 fps:191.2 +frame:1.29e+06 wall_t:6748 t:80625 epi:nan +opt_step:161000 lr:0.0003 alpha:0.06153 +2026-02-11 09:59:13 | INFO | PID:1348 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:1914.50 total_reward_ma:1057.40 loss:-15.92 fps:191.2 +frame:1.30e+06 wall_t:6800 t:81250 epi:nan +opt_step:162250 lr:0.0003 alpha:0.06442 +2026-02-11 10:00:05 | INFO | PID:1348 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:1982.75 total_reward_ma:1072.78 loss:-15.67 fps:191.2 +frame:1.31e+06 wall_t:6852 t:81875 epi:nan +opt_step:163500 lr:0.0003 alpha:0.07025 +2026-02-11 10:00:57 | INFO | PID:1348 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:2093.50 total_reward_ma:1089.01 loss:-18.96 fps:191.2 +frame:1.32e+06 wall_t:6903 t:82500 epi:nan +opt_step:164750 lr:0.0003 alpha:0.07303 +2026-02-11 10:01:49 | INFO | PID:1348 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:2207.75 total_reward_ma:1105.83 loss:-16.97 fps:191.2 +frame:1.33e+06 wall_t:6955 t:83125 epi:nan +opt_step:166000 lr:0.0003 alpha:0.07833 +2026-02-11 10:02:41 | INFO | PID:1348 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:2175.75 total_reward_ma:1121.92 loss:-21.44 fps:191.2 +frame:1.34e+06 wall_t:7008 t:83750 epi:nan +opt_step:167250 lr:0.0003 alpha:0.08438 +2026-02-11 10:03:34 | INFO | PID:1348 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:2030.75 total_reward_ma:1136.15 loss:-21.81 fps:191.2 +frame:1.35e+06 wall_t:7060 t:84375 epi:nan +opt_step:168500 lr:0.0003 alpha:0.08868 +2026-02-11 10:04:26 | INFO | PID:1348 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:1879.75 total_reward_ma:1148.67 loss:-21.82 fps:191.2 +frame:1.36e+06 wall_t:7112 t:85000 epi:nan +opt_step:169750 lr:0.0003 alpha:0.09026 +2026-02-11 10:05:18 | INFO | PID:1348 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:1681.25 total_reward_ma:1159.05 loss:-25.05 fps:191.2 +frame:1.37e+06 wall_t:7164 t:85625 epi:nan +opt_step:171000 lr:0.0003 alpha:0.09419 +2026-02-11 10:06:09 | INFO | PID:1348 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:1482.25 total_reward_ma:1167.32 loss:-26.46 fps:191.2 +frame:1.38e+06 wall_t:7216 t:86250 epi:nan +opt_step:172250 lr:0.0003 alpha:0.09385 +2026-02-11 10:07:02 | INFO | PID:1348 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:1339.75 total_reward_ma:1174.19 loss:-25.86 fps:191.2 +frame:1.39e+06 wall_t:7268 t:86875 epi:nan +opt_step:173500 lr:0.0003 alpha:0.09464 +2026-02-11 10:07:54 | INFO | PID:1348 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:1060.00 total_reward_ma:1178.26 loss:-26.97 fps:191.2 +frame:1.40e+06 wall_t:7321 t:87500 epi:nan +opt_step:174750 lr:0.0003 alpha:0.09882 +2026-02-11 10:08:46 | INFO | PID:1348 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:990.50 total_reward_ma:1181.98 loss:-29.6 fps:191.3 +frame:1.41e+06 wall_t:7372 t:88125 epi:nan +opt_step:176000 lr:0.0003 alpha:0.1025 +2026-02-11 10:09:38 | INFO | PID:1348 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:876.25 total_reward_ma:1185.16 loss:-29.16 fps:191.3 +frame:1.42e+06 wall_t:7424 t:88750 epi:nan +opt_step:177250 lr:0.0003 alpha:0.1008 +2026-02-11 10:10:29 | INFO | PID:1348 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:787.75 total_reward_ma:1187.69 loss:-31.06 fps:191.3 +frame:1.43e+06 wall_t:7476 t:89375 epi:nan +opt_step:178500 lr:0.0003 alpha:0.1065 +2026-02-11 10:11:22 | INFO | PID:1348 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:758.00 total_reward_ma:1190.26 loss:-30.69 fps:191.3 +frame:1.44e+06 wall_t:7528 t:90000 epi:nan +opt_step:179750 lr:0.0003 alpha:0.1042 +2026-02-11 10:12:14 | INFO | PID:1348 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:703.50 total_reward_ma:1192.56 loss:-30.4 fps:191.3 +frame:1.45e+06 wall_t:7581 t:90625 epi:nan +opt_step:181000 lr:0.0003 alpha:0.1022 +2026-02-11 10:13:06 | INFO | PID:1348 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:635.50 total_reward_ma:1194.59 loss:-29.77 fps:191.3 +frame:1.46e+06 wall_t:7632 t:91250 epi:nan +opt_step:182250 lr:0.0003 alpha:0.09458 +2026-02-11 10:13:58 | INFO | PID:1348 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:600.50 total_reward_ma:1196.01 loss:-32.01 fps:191.3 +frame:1.47e+06 wall_t:7684 t:91875 epi:nan +opt_step:183500 lr:0.0003 alpha:0.09347 +2026-02-11 10:14:50 | INFO | PID:1348 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:542.50 total_reward_ma:1196.84 loss:-29.85 fps:191.3 +frame:1.48e+06 wall_t:7736 t:92500 epi:nan +opt_step:184750 lr:0.0003 alpha:0.08768 +2026-02-11 10:15:42 | INFO | PID:1348 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:529.50 total_reward_ma:1197.17 loss:-29.88 fps:191.3 +frame:1.49e+06 wall_t:7788 t:93125 epi:nan +opt_step:186000 lr:0.0003 alpha:0.08165 +2026-02-11 10:16:34 | INFO | PID:1348 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:528.00 total_reward_ma:1197.30 loss:-29.66 fps:191.3 +frame:1.50e+06 wall_t:7840 t:93750 epi:nan +opt_step:187250 lr:0.0003 alpha:0.07831 +2026-02-11 10:17:26 | INFO | PID:1348 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:600.00 total_reward_ma:1198.02 loss:-29.75 fps:191.3 +frame:1.51e+06 wall_t:7892 t:94375 epi:nan +opt_step:188500 lr:0.0003 alpha:0.07301 +2026-02-11 10:18:18 | INFO | PID:1348 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:664.00 total_reward_ma:1199.31 loss:-28.8 fps:191.3 +frame:1.52e+06 wall_t:7944 t:95000 epi:nan +opt_step:189750 lr:0.0003 alpha:0.07099 +2026-02-11 10:19:10 | INFO | PID:1348 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:685.25 total_reward_ma:1200.54 loss:-28.74 fps:191.3 +frame:1.53e+06 wall_t:7997 t:95625 epi:nan +opt_step:191000 lr:0.0003 alpha:0.06701 +2026-02-11 10:20:02 | INFO | PID:1348 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:882.25 total_reward_ma:1203.64 loss:-28.37 fps:191.4 +frame:1.54e+06 wall_t:8048 t:96250 epi:nan +opt_step:192250 lr:0.0003 alpha:0.06649 +2026-02-11 10:20:54 | INFO | PID:1348 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:1086.25 total_reward_ma:1208.90 loss:-28.31 fps:191.4 +frame:1.55e+06 wall_t:8100 t:96875 epi:nan +opt_step:193500 lr:0.0003 alpha:0.06323 +2026-02-11 10:21:46 | INFO | PID:1348 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:1382.50 total_reward_ma:1216.91 loss:-27.46 fps:191.3 +frame:1.56e+06 wall_t:8153 t:97500 epi:nan +opt_step:194750 lr:0.0003 alpha:0.06129 +2026-02-11 10:22:38 | INFO | PID:1348 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:1474.25 total_reward_ma:1225.62 loss:-27.29 fps:191.4 +frame:1.57e+06 wall_t:8204 t:98125 epi:nan +opt_step:196000 lr:0.0003 alpha:0.06171 +2026-02-11 10:23:30 | INFO | PID:1348 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:1690.00 total_reward_ma:1236.32 loss:-26.6 fps:191.4 +frame:1.58e+06 wall_t:8256 t:98750 epi:nan +opt_step:197250 lr:0.0003 alpha:0.06037 +2026-02-11 10:24:21 | INFO | PID:1348 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:2031.50 total_reward_ma:1250.20 loss:-24.96 fps:191.4 +frame:1.59e+06 wall_t:8308 t:99375 epi:nan +opt_step:198500 lr:0.0003 alpha:0.0618 +2026-02-11 10:25:14 | INFO | PID:1348 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:2275.00 total_reward_ma:1266.15 loss:-25.91 fps:191.4 +frame:1.60e+06 wall_t:8360 t:100000 epi:nan +opt_step:199750 lr:0.0003 alpha:0.06038 +2026-02-11 10:26:06 | INFO | PID:1348 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:2413.25 total_reward_ma:1283.33 loss:-24.82 fps:191.4 +frame:1.61e+06 wall_t:8412 t:100625 epi:nan +opt_step:201000 lr:0.0003 alpha:0.05918 +2026-02-11 10:26:58 | INFO | PID:1348 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:2620.50 total_reward_ma:1302.05 loss:-25.11 fps:191.4 +frame:1.62e+06 wall_t:8464 t:101250 epi:nan +opt_step:202250 lr:0.0003 alpha:0.05873 +2026-02-11 10:27:50 | INFO | PID:1348 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:2774.50 total_reward_ma:1322.03 loss:-25.07 fps:191.4 +frame:1.63e+06 wall_t:8516 t:101875 epi:nan +opt_step:203500 lr:0.0003 alpha:0.05783 +2026-02-11 10:28:42 | INFO | PID:1348 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:2914.50 total_reward_ma:1343.20 loss:-24.44 fps:191.4 +frame:1.64e+06 wall_t:8568 t:102500 epi:nan +opt_step:204750 lr:0.0003 alpha:0.05619 +2026-02-11 10:29:34 | INFO | PID:1348 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:2934.00 total_reward_ma:1364.61 loss:-25.37 fps:191.4 +frame:1.65e+06 wall_t:8620 t:103125 epi:nan +opt_step:206000 lr:0.0003 alpha:0.05476 +2026-02-11 10:30:26 | INFO | PID:1348 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:3156.75 total_reward_ma:1388.04 loss:-23.9 fps:191.4 +frame:1.66e+06 wall_t:8672 t:103750 epi:nan +opt_step:207250 lr:0.0003 alpha:0.05496 +2026-02-11 10:31:18 | INFO | PID:1348 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:3239.50 total_reward_ma:1412.32 loss:-23.31 fps:191.4 +frame:1.67e+06 wall_t:8724 t:104375 epi:nan +opt_step:208500 lr:0.0003 alpha:0.05452 +2026-02-11 10:32:09 | INFO | PID:1348 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:3221.25 total_reward_ma:1436.36 loss:-23.72 fps:191.4 +frame:1.68e+06 wall_t:8776 t:105000 epi:nan +opt_step:209750 lr:0.0003 alpha:0.05376 +2026-02-11 10:33:01 | INFO | PID:1348 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:3309.50 total_reward_ma:1461.35 loss:-23.13 fps:191.4 +frame:1.69e+06 wall_t:8828 t:105625 epi:nan +opt_step:211000 lr:0.0003 alpha:0.05362 +2026-02-11 10:33:53 | INFO | PID:1348 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:3552.00 total_reward_ma:1488.86 loss:-22.28 fps:191.4 +frame:1.70e+06 wall_t:8880 t:106250 epi:nan +opt_step:212250 lr:0.0003 alpha:0.05333 +2026-02-11 10:34:46 | INFO | PID:1348 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:3625.50 total_reward_ma:1517.12 loss:-21.78 fps:191.4 +frame:1.71e+06 wall_t:8933 t:106875 epi:nan +opt_step:213500 lr:0.0003 alpha:0.0529 +2026-02-11 10:35:39 | INFO | PID:1348 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:3716.50 total_reward_ma:1546.39 loss:-21.57 fps:191.4 +frame:1.72e+06 wall_t:8985 t:107500 epi:nan +opt_step:214750 lr:0.0003 alpha:0.05383 +2026-02-11 10:36:31 | INFO | PID:1348 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:3727.00 total_reward_ma:1575.74 loss:-21.95 fps:191.4 +frame:1.73e+06 wall_t:9037 t:108125 epi:nan +opt_step:216000 lr:0.0003 alpha:0.05129 +2026-02-11 10:37:23 | INFO | PID:1348 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:3826.25 total_reward_ma:1606.22 loss:-21.93 fps:191.4 +frame:1.74e+06 wall_t:9090 t:108750 epi:nan +opt_step:217250 lr:0.0003 alpha:0.05007 +2026-02-11 10:38:15 | INFO | PID:1348 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:3821.00 total_reward_ma:1636.60 loss:-22.02 fps:191.4 +frame:1.75e+06 wall_t:9142 t:109375 epi:nan +opt_step:218500 lr:0.0003 alpha:0.04999 +2026-02-11 10:39:07 | INFO | PID:1348 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:3929.50 total_reward_ma:1667.96 loss:-20.67 fps:191.4 +frame:1.76e+06 wall_t:9194 t:110000 epi:nan +opt_step:219750 lr:0.0003 alpha:0.04833 +2026-02-11 10:39:59 | INFO | PID:1348 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:3981.00 total_reward_ma:1699.97 loss:-21.51 fps:191.5 +frame:1.77e+06 wall_t:9245 t:110625 epi:nan +opt_step:221000 lr:0.0003 alpha:0.04679 +2026-02-11 10:40:50 | INFO | PID:1348 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:4001.50 total_reward_ma:1732.33 loss:-20.89 fps:191.5 +frame:1.78e+06 wall_t:9297 t:111250 epi:nan +opt_step:222250 lr:0.0003 alpha:0.04563 +2026-02-11 10:41:42 | INFO | PID:1348 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:4000.50 total_reward_ma:1764.66 loss:-19.97 fps:191.5 +frame:1.79e+06 wall_t:9349 t:111875 epi:nan +opt_step:223500 lr:0.0003 alpha:0.04528 +2026-02-11 10:42:34 | INFO | PID:1348 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:4080.50 total_reward_ma:1797.62 loss:-19.78 fps:191.5 +frame:1.80e+06 wall_t:9401 t:112500 epi:nan +opt_step:224750 lr:0.0003 alpha:0.0445 +2026-02-11 10:43:26 | INFO | PID:1348 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:4118.75 total_reward_ma:1831.04 loss:-19.03 fps:191.5 +frame:1.81e+06 wall_t:9453 t:113125 epi:nan +opt_step:226000 lr:0.0003 alpha:0.04202 +2026-02-11 10:44:19 | INFO | PID:1348 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:4175.25 total_reward_ma:1865.04 loss:-19.21 fps:191.5 +frame:1.82e+06 wall_t:9506 t:113750 epi:nan +opt_step:227250 lr:0.0003 alpha:0.04021 +2026-02-11 10:45:11 | INFO | PID:1348 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:4251.25 total_reward_ma:1899.79 loss:-19.21 fps:191.5 +frame:1.83e+06 wall_t:9558 t:114375 epi:nan +opt_step:228500 lr:0.0003 alpha:0.03959 +2026-02-11 10:46:03 | INFO | PID:1348 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:4305.50 total_reward_ma:1935.15 loss:-18.56 fps:191.5 +frame:1.84e+06 wall_t:9609 t:115000 epi:nan +opt_step:229750 lr:0.0003 alpha:0.03905 +2026-02-11 10:46:55 | INFO | PID:1348 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:4303.25 total_reward_ma:1970.17 loss:-18.87 fps:191.5 +frame:1.85e+06 wall_t:9661 t:115625 epi:nan +opt_step:231000 lr:0.0003 alpha:0.03775 +2026-02-11 10:47:47 | INFO | PID:1348 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:4303.00 total_reward_ma:2004.87 loss:-17.67 fps:191.5 +frame:1.86e+06 wall_t:9714 t:116250 epi:nan +opt_step:232250 lr:0.0003 alpha:0.03733 +2026-02-11 10:48:39 | INFO | PID:1348 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:4333.50 total_reward_ma:2039.26 loss:-18.34 fps:191.5 +frame:1.87e+06 wall_t:9765 t:116875 epi:nan +opt_step:233500 lr:0.0003 alpha:0.03653 +2026-02-11 10:49:31 | INFO | PID:1348 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:4318.50 total_reward_ma:2072.47 loss:-16.54 fps:191.5 +frame:1.88e+06 wall_t:9817 t:117500 epi:nan +opt_step:234750 lr:0.0003 alpha:0.03505 +2026-02-11 10:50:23 | INFO | PID:1348 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:4368.50 total_reward_ma:2105.42 loss:-17.18 fps:191.5 +frame:1.89e+06 wall_t:9869 t:118125 epi:nan +opt_step:236000 lr:0.0003 alpha:0.03401 +2026-02-11 10:51:14 | INFO | PID:1348 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:4373.50 total_reward_ma:2137.89 loss:-16.76 fps:191.5 +frame:1.90e+06 wall_t:9921 t:118750 epi:nan +opt_step:237250 lr:0.0003 alpha:0.03206 +2026-02-11 10:52:07 | INFO | PID:1348 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:4361.50 total_reward_ma:2169.50 loss:-15.88 fps:191.5 +frame:1.91e+06 wall_t:9973 t:119375 epi:nan +opt_step:238500 lr:0.0003 alpha:0.03069 +2026-02-11 10:52:59 | INFO | PID:1348 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:4356.25 total_reward_ma:2200.77 loss:-16.37 fps:191.5 +frame:1.92e+06 wall_t:10025 t:120000 epi:nan +opt_step:239750 lr:0.0003 alpha:0.02895 +2026-02-11 10:53:50 | INFO | PID:1348 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:4298.25 total_reward_ma:2231.36 loss:-14.12 fps:191.5 +frame:1.93e+06 wall_t:10077 t:120625 epi:nan +opt_step:241000 lr:0.0003 alpha:0.02897 +2026-02-11 10:54:42 | INFO | PID:1348 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:4348.25 total_reward_ma:2261.75 loss:-15.86 fps:191.5 +frame:1.94e+06 wall_t:10129 t:121250 epi:nan +opt_step:242250 lr:0.0003 alpha:0.02721 +2026-02-11 10:55:34 | INFO | PID:1348 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:4355.50 total_reward_ma:2292.52 loss:-15.4 fps:191.5 +frame:1.95e+06 wall_t:10181 t:121875 epi:nan +opt_step:243500 lr:0.0003 alpha:0.02689 +2026-02-11 10:56:26 | INFO | PID:1348 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:4362.75 total_reward_ma:2323.74 loss:-15.55 fps:191.5 +frame:1.96e+06 wall_t:10233 t:122500 epi:nan +opt_step:244750 lr:0.0003 alpha:0.02461 +2026-02-11 10:57:18 | INFO | PID:1348 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:4385.25 total_reward_ma:2355.98 loss:-14.55 fps:191.6 +frame:1.97e+06 wall_t:10284 t:123125 epi:nan +opt_step:246000 lr:0.0003 alpha:0.02373 +2026-02-11 10:58:10 | INFO | PID:1348 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:4396.75 total_reward_ma:2387.89 loss:-15.26 fps:191.6 +frame:1.98e+06 wall_t:10336 t:123750 epi:nan +opt_step:247250 lr:0.0003 alpha:0.02263 +2026-02-11 10:59:02 | INFO | PID:1348 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:4434.25 total_reward_ma:2420.72 loss:-14.94 fps:191.6 +frame:1.99e+06 wall_t:10388 t:124375 epi:nan +opt_step:248500 lr:0.0003 alpha:0.02215 +2026-02-11 10:59:52 | INFO | PID:1348 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:4438.50 total_reward_ma:2453.63 loss:-14.8 fps:191.6 +frame:2.00e+06 wall_t:10439 t:125000 epi:nan +opt_step:249750 lr:0.0003 alpha:0.02054 +2026-02-11 10:59:53 | INFO | PID:1348 | slm_lab.lib.logger:info | Session 1 done diff --git a/data/sac_atari_qbert_2026_02_11_080545/log/sac_atari_qbert_t0_s2.log b/data/sac_atari_qbert_2026_02_11_080545/log/sac_atari_qbert_t0_s2.log new file mode 100644 index 0000000000000000000000000000000000000000..d08f12264606f945ad7c350eaade5e408b0cef66 --- /dev/null +++ b/data/sac_atari_qbert_2026_02_11_080545/log/sac_atari_qbert_t0_s2.log @@ -0,0 +1,802 @@ +2026-02-11 08:05:51 | INFO | PID:1349 | slm_lab.env:_make_vector_env | AtariVectorEnv: 16 envs, native preprocessing +2026-02-11 08:07:18 | INFO | PID:1349 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:121.74 total_reward_ma:121.74 loss:-9.271 fps:117.6 +frame:1.00e+04 wall_t:85 t:625 epi:nan +opt_step:1000 lr:0.0003 alpha:0.7539 +2026-02-11 08:08:10 | INFO | PID:1349 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:125.00 total_reward_ma:123.37 loss:-14.48 fps:147.1 +frame:2.00e+04 wall_t:136 t:1250 epi:nan +opt_step:2250 lr:0.0003 alpha:0.5499 +2026-02-11 08:09:03 | INFO | PID:1349 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:137.65 total_reward_ma:128.13 loss:-18.22 fps:158.7 +frame:3.00e+04 wall_t:189 t:1875 epi:nan +opt_step:3500 lr:0.0003 alpha:0.4097 +2026-02-11 08:09:56 | INFO | PID:1349 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:152.75 total_reward_ma:134.28 loss:-20.78 fps:165.3 +frame:4.00e+04 wall_t:242 t:2500 epi:nan +opt_step:4750 lr:0.0003 alpha:0.3085 +2026-02-11 08:10:48 | INFO | PID:1349 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:161.75 total_reward_ma:139.78 loss:-21.9 fps:169.5 +frame:5.00e+04 wall_t:295 t:3125 epi:nan +opt_step:6000 lr:0.0003 alpha:0.2335 +2026-02-11 08:11:41 | INFO | PID:1349 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:165.25 total_reward_ma:144.02 loss:-22.34 fps:172.4 +frame:6.00e+04 wall_t:348 t:3750 epi:nan +opt_step:7250 lr:0.0003 alpha:0.1772 +2026-02-11 08:12:34 | INFO | PID:1349 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:160.25 total_reward_ma:146.34 loss:-22.58 fps:175 +frame:7.00e+04 wall_t:400 t:4375 epi:nan +opt_step:8500 lr:0.0003 alpha:0.1347 +2026-02-11 08:13:27 | INFO | PID:1349 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:157.50 total_reward_ma:147.74 loss:-21.17 fps:176.6 +frame:8.00e+04 wall_t:453 t:5000 epi:nan +opt_step:9750 lr:0.0003 alpha:0.1026 +2026-02-11 08:14:19 | INFO | PID:1349 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:143.00 total_reward_ma:147.21 loss:-21.17 fps:178.2 +frame:9.00e+04 wall_t:505 t:5625 epi:nan +opt_step:11000 lr:0.0003 alpha:0.07817 +2026-02-11 08:15:12 | INFO | PID:1349 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:128.75 total_reward_ma:145.36 loss:-20.05 fps:179.2 +frame:1.00e+05 wall_t:558 t:6250 epi:nan +opt_step:12250 lr:0.0003 alpha:0.05969 +2026-02-11 08:16:03 | INFO | PID:1349 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:133.75 total_reward_ma:144.31 loss:-19.56 fps:180.3 +frame:1.10e+05 wall_t:610 t:6875 epi:nan +opt_step:13500 lr:0.0003 alpha:0.0458 +2026-02-11 08:16:56 | INFO | PID:1349 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:158.00 total_reward_ma:145.45 loss:-18.38 fps:181 +frame:1.20e+05 wall_t:663 t:7500 epi:nan +opt_step:14750 lr:0.0003 alpha:0.03546 +2026-02-11 08:17:48 | INFO | PID:1349 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:197.00 total_reward_ma:149.41 loss:-17.38 fps:181.8 +frame:1.30e+05 wall_t:715 t:8125 epi:nan +opt_step:16000 lr:0.0003 alpha:0.02771 +2026-02-11 08:18:41 | INFO | PID:1349 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:256.25 total_reward_ma:157.05 loss:-16.61 fps:182.5 +frame:1.40e+05 wall_t:767 t:8750 epi:nan +opt_step:17250 lr:0.0003 alpha:0.02189 +2026-02-11 08:19:33 | INFO | PID:1349 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:287.50 total_reward_ma:165.74 loss:-15.24 fps:183.2 +frame:1.50e+05 wall_t:819 t:9375 epi:nan +opt_step:18500 lr:0.0003 alpha:0.01752 +2026-02-11 08:20:25 | INFO | PID:1349 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:319.50 total_reward_ma:175.35 loss:-15.31 fps:183.5 +frame:1.60e+05 wall_t:872 t:10000 epi:nan +opt_step:19750 lr:0.0003 alpha:0.01415 +2026-02-11 08:21:18 | INFO | PID:1349 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:368.25 total_reward_ma:186.70 loss:-13.87 fps:184 +frame:1.70e+05 wall_t:924 t:10625 epi:nan +opt_step:21000 lr:0.0003 alpha:0.01165 +2026-02-11 08:22:10 | INFO | PID:1349 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:385.50 total_reward_ma:197.74 loss:-13.65 fps:184.4 +frame:1.80e+05 wall_t:976 t:11250 epi:nan +opt_step:22250 lr:0.0003 alpha:0.009968 +2026-02-11 08:23:03 | INFO | PID:1349 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:397.25 total_reward_ma:208.24 loss:-12.94 fps:184.6 +frame:1.90e+05 wall_t:1029 t:11875 epi:nan +opt_step:23500 lr:0.0003 alpha:0.008328 +2026-02-11 08:23:55 | INFO | PID:1349 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:400.25 total_reward_ma:217.84 loss:-12.38 fps:184.8 +frame:2.00e+05 wall_t:1082 t:12500 epi:nan +opt_step:24750 lr:0.0003 alpha:0.007453 +2026-02-11 08:24:47 | INFO | PID:1349 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:379.25 total_reward_ma:225.53 loss:-12.14 fps:185.3 +frame:2.10e+05 wall_t:1133 t:13125 epi:nan +opt_step:26000 lr:0.0003 alpha:0.008082 +2026-02-11 08:25:39 | INFO | PID:1349 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:368.75 total_reward_ma:232.04 loss:-12.15 fps:185.7 +frame:2.20e+05 wall_t:1185 t:13750 epi:nan +opt_step:27250 lr:0.0003 alpha:0.008943 +2026-02-11 08:26:30 | INFO | PID:1349 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:368.50 total_reward_ma:237.97 loss:-11.17 fps:185.9 +frame:2.30e+05 wall_t:1237 t:14375 epi:nan +opt_step:28500 lr:0.0003 alpha:0.01 +2026-02-11 08:27:22 | INFO | PID:1349 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:383.25 total_reward_ma:244.03 loss:-10.93 fps:186.3 +frame:2.40e+05 wall_t:1288 t:15000 epi:nan +opt_step:29750 lr:0.0003 alpha:0.01021 +2026-02-11 08:28:14 | INFO | PID:1349 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:429.75 total_reward_ma:251.46 loss:-10.91 fps:186.4 +frame:2.50e+05 wall_t:1341 t:15625 epi:nan +opt_step:31000 lr:0.0003 alpha:0.01001 +2026-02-11 08:29:06 | INFO | PID:1349 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:449.50 total_reward_ma:259.07 loss:-10.22 fps:186.6 +frame:2.60e+05 wall_t:1393 t:16250 epi:nan +opt_step:32250 lr:0.0003 alpha:0.0113 +2026-02-11 08:29:59 | INFO | PID:1349 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:475.00 total_reward_ma:267.07 loss:-10.04 fps:186.7 +frame:2.70e+05 wall_t:1446 t:16875 epi:nan +opt_step:33500 lr:0.0003 alpha:0.01207 +2026-02-11 08:30:51 | INFO | PID:1349 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:492.25 total_reward_ma:275.11 loss:-9.832 fps:186.9 +frame:2.80e+05 wall_t:1498 t:17500 epi:nan +opt_step:34750 lr:0.0003 alpha:0.01316 +2026-02-11 08:31:43 | INFO | PID:1349 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:507.25 total_reward_ma:283.12 loss:-9.803 fps:187.1 +frame:2.90e+05 wall_t:1550 t:18125 epi:nan +opt_step:36000 lr:0.0003 alpha:0.0135 +2026-02-11 08:32:35 | INFO | PID:1349 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:501.25 total_reward_ma:290.39 loss:-9.893 fps:187.3 +frame:3.00e+05 wall_t:1602 t:18750 epi:nan +opt_step:37250 lr:0.0003 alpha:0.01448 +2026-02-11 08:33:27 | INFO | PID:1349 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:473.75 total_reward_ma:296.30 loss:-9.142 fps:187.4 +frame:3.10e+05 wall_t:1654 t:19375 epi:nan +opt_step:38500 lr:0.0003 alpha:0.0154 +2026-02-11 08:34:20 | INFO | PID:1349 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:490.50 total_reward_ma:302.37 loss:-9.155 fps:187.6 +frame:3.20e+05 wall_t:1706 t:20000 epi:nan +opt_step:39750 lr:0.0003 alpha:0.01441 +2026-02-11 08:35:11 | INFO | PID:1349 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:521.50 total_reward_ma:309.01 loss:-9.052 fps:187.7 +frame:3.30e+05 wall_t:1758 t:20625 epi:nan +opt_step:41000 lr:0.0003 alpha:0.01562 +2026-02-11 08:36:03 | INFO | PID:1349 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:520.25 total_reward_ma:315.22 loss:-8.856 fps:187.8 +frame:3.40e+05 wall_t:1810 t:21250 epi:nan +opt_step:42250 lr:0.0003 alpha:0.01527 +2026-02-11 08:36:55 | INFO | PID:1349 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:544.75 total_reward_ma:321.78 loss:-8.555 fps:188.1 +frame:3.50e+05 wall_t:1861 t:21875 epi:nan +opt_step:43500 lr:0.0003 alpha:0.01572 +2026-02-11 08:37:47 | INFO | PID:1349 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:552.75 total_reward_ma:328.20 loss:-8.371 fps:188.2 +frame:3.60e+05 wall_t:1913 t:22500 epi:nan +opt_step:44750 lr:0.0003 alpha:0.01533 +2026-02-11 08:38:39 | INFO | PID:1349 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:565.25 total_reward_ma:334.61 loss:-8.081 fps:188.2 +frame:3.70e+05 wall_t:1966 t:23125 epi:nan +opt_step:46000 lr:0.0003 alpha:0.01594 +2026-02-11 08:39:31 | INFO | PID:1349 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:609.00 total_reward_ma:341.83 loss:-7.95 fps:188.3 +frame:3.80e+05 wall_t:2018 t:23750 epi:nan +opt_step:47250 lr:0.0003 alpha:0.01669 +2026-02-11 08:40:23 | INFO | PID:1349 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:590.00 total_reward_ma:348.19 loss:-7.794 fps:188.5 +frame:3.90e+05 wall_t:2069 t:24375 epi:nan +opt_step:48500 lr:0.0003 alpha:0.01814 +2026-02-11 08:41:15 | INFO | PID:1349 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:585.25 total_reward_ma:354.12 loss:-7.85 fps:188.6 +frame:4.00e+05 wall_t:2121 t:25000 epi:nan +opt_step:49750 lr:0.0003 alpha:0.01892 +2026-02-11 08:42:07 | INFO | PID:1349 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:591.25 total_reward_ma:359.90 loss:-7.504 fps:188.7 +frame:4.10e+05 wall_t:2173 t:25625 epi:nan +opt_step:51000 lr:0.0003 alpha:0.02031 +2026-02-11 08:42:59 | INFO | PID:1349 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:570.50 total_reward_ma:364.91 loss:-7.611 fps:188.7 +frame:4.20e+05 wall_t:2226 t:26250 epi:nan +opt_step:52250 lr:0.0003 alpha:0.01933 +2026-02-11 08:43:52 | INFO | PID:1349 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:571.00 total_reward_ma:369.71 loss:-7.332 fps:188.8 +frame:4.30e+05 wall_t:2278 t:26875 epi:nan +opt_step:53500 lr:0.0003 alpha:0.02056 +2026-02-11 08:44:44 | INFO | PID:1349 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:533.75 total_reward_ma:373.44 loss:-7.388 fps:188.8 +frame:4.40e+05 wall_t:2331 t:27500 epi:nan +opt_step:54750 lr:0.0003 alpha:0.02018 +2026-02-11 08:45:36 | INFO | PID:1349 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:561.25 total_reward_ma:377.61 loss:-7.776 fps:188.9 +frame:4.50e+05 wall_t:2382 t:28125 epi:nan +opt_step:56000 lr:0.0003 alpha:0.02074 +2026-02-11 08:46:27 | INFO | PID:1349 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:577.00 total_reward_ma:381.94 loss:-7.71 fps:189 +frame:4.60e+05 wall_t:2434 t:28750 epi:nan +opt_step:57250 lr:0.0003 alpha:0.02133 +2026-02-11 08:47:20 | INFO | PID:1349 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:657.75 total_reward_ma:387.81 loss:-7.583 fps:189.1 +frame:4.70e+05 wall_t:2486 t:29375 epi:nan +opt_step:58500 lr:0.0003 alpha:0.0214 +2026-02-11 08:48:12 | INFO | PID:1349 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:691.00 total_reward_ma:394.13 loss:-8.121 fps:189.1 +frame:4.80e+05 wall_t:2538 t:30000 epi:nan +opt_step:59750 lr:0.0003 alpha:0.02271 +2026-02-11 08:49:04 | INFO | PID:1349 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:725.00 total_reward_ma:400.88 loss:-7.813 fps:189.2 +frame:4.90e+05 wall_t:2590 t:30625 epi:nan +opt_step:61000 lr:0.0003 alpha:0.02222 +2026-02-11 08:49:56 | INFO | PID:1349 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:756.00 total_reward_ma:407.98 loss:-8.44 fps:189.2 +frame:5.00e+05 wall_t:2643 t:31250 epi:nan +opt_step:62250 lr:0.0003 alpha:0.02218 +2026-02-11 08:50:48 | INFO | PID:1349 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:766.75 total_reward_ma:415.02 loss:-8.269 fps:189.3 +frame:5.10e+05 wall_t:2694 t:31875 epi:nan +opt_step:63500 lr:0.0003 alpha:0.02188 +2026-02-11 08:51:39 | INFO | PID:1349 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:802.00 total_reward_ma:422.46 loss:-8.21 fps:189.4 +frame:5.20e+05 wall_t:2746 t:32500 epi:nan +opt_step:64750 lr:0.0003 alpha:0.02207 +2026-02-11 08:52:31 | INFO | PID:1349 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:799.50 total_reward_ma:429.57 loss:-8.652 fps:189.4 +frame:5.30e+05 wall_t:2798 t:33125 epi:nan +opt_step:66000 lr:0.0003 alpha:0.02219 +2026-02-11 08:53:23 | INFO | PID:1349 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:802.00 total_reward_ma:436.47 loss:-8.82 fps:189.5 +frame:5.40e+05 wall_t:2850 t:33750 epi:nan +opt_step:67250 lr:0.0003 alpha:0.02171 +2026-02-11 08:54:15 | INFO | PID:1349 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:712.25 total_reward_ma:441.48 loss:-8.651 fps:189.6 +frame:5.50e+05 wall_t:2901 t:34375 epi:nan +opt_step:68500 lr:0.0003 alpha:0.02228 +2026-02-11 08:55:07 | INFO | PID:1349 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:714.50 total_reward_ma:446.36 loss:-9.485 fps:189.6 +frame:5.60e+05 wall_t:2953 t:35000 epi:nan +opt_step:69750 lr:0.0003 alpha:0.02176 +2026-02-11 08:55:58 | INFO | PID:1349 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:719.25 total_reward_ma:451.15 loss:-8.797 fps:189.7 +frame:5.70e+05 wall_t:3005 t:35625 epi:nan +opt_step:71000 lr:0.0003 alpha:0.02225 +2026-02-11 08:56:50 | INFO | PID:1349 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:709.75 total_reward_ma:455.61 loss:-8.603 fps:189.7 +frame:5.80e+05 wall_t:3057 t:36250 epi:nan +opt_step:72250 lr:0.0003 alpha:0.02079 +2026-02-11 08:57:42 | INFO | PID:1349 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:739.25 total_reward_ma:460.41 loss:-8.855 fps:189.8 +frame:5.90e+05 wall_t:3109 t:36875 epi:nan +opt_step:73500 lr:0.0003 alpha:0.02072 +2026-02-11 08:58:34 | INFO | PID:1349 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:734.75 total_reward_ma:464.99 loss:-8.737 fps:189.8 +frame:6.00e+05 wall_t:3161 t:37500 epi:nan +opt_step:74750 lr:0.0003 alpha:0.02121 +2026-02-11 08:59:26 | INFO | PID:1349 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:732.75 total_reward_ma:469.38 loss:-8.801 fps:189.9 +frame:6.10e+05 wall_t:3212 t:38125 epi:nan +opt_step:76000 lr:0.0003 alpha:0.02139 +2026-02-11 09:00:17 | INFO | PID:1349 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:743.25 total_reward_ma:473.79 loss:-8.898 fps:190 +frame:6.20e+05 wall_t:3264 t:38750 epi:nan +opt_step:77250 lr:0.0003 alpha:0.02151 +2026-02-11 09:01:10 | INFO | PID:1349 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:748.25 total_reward_ma:478.15 loss:-8.723 fps:190 +frame:6.30e+05 wall_t:3316 t:39375 epi:nan +opt_step:78500 lr:0.0003 alpha:0.02227 +2026-02-11 09:02:01 | INFO | PID:1349 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:787.00 total_reward_ma:482.97 loss:-8.628 fps:190 +frame:6.40e+05 wall_t:3368 t:40000 epi:nan +opt_step:79750 lr:0.0003 alpha:0.02181 +2026-02-11 09:02:54 | INFO | PID:1349 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:796.50 total_reward_ma:487.80 loss:-8.273 fps:190.1 +frame:6.50e+05 wall_t:3420 t:40625 epi:nan +opt_step:81000 lr:0.0003 alpha:0.02215 +2026-02-11 09:03:46 | INFO | PID:1349 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:872.50 total_reward_ma:493.63 loss:-8.231 fps:190.1 +frame:6.60e+05 wall_t:3472 t:41250 epi:nan +opt_step:82250 lr:0.0003 alpha:0.0227 +2026-02-11 09:04:38 | INFO | PID:1349 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:928.75 total_reward_ma:500.12 loss:-8.549 fps:190.1 +frame:6.70e+05 wall_t:3524 t:41875 epi:nan +opt_step:83500 lr:0.0003 alpha:0.02345 +2026-02-11 09:05:30 | INFO | PID:1349 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:968.75 total_reward_ma:507.01 loss:-8.192 fps:190.2 +frame:6.80e+05 wall_t:3576 t:42500 epi:nan +opt_step:84750 lr:0.0003 alpha:0.02333 +2026-02-11 09:06:21 | INFO | PID:1349 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:1044.25 total_reward_ma:514.80 loss:-7.924 fps:190.2 +frame:6.90e+05 wall_t:3628 t:43125 epi:nan +opt_step:86000 lr:0.0003 alpha:0.02442 +2026-02-11 09:07:13 | INFO | PID:1349 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:1152.00 total_reward_ma:523.90 loss:-8.243 fps:190.2 +frame:7.00e+05 wall_t:3680 t:43750 epi:nan +opt_step:87250 lr:0.0003 alpha:0.02529 +2026-02-11 09:08:06 | INFO | PID:1349 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:1198.75 total_reward_ma:533.41 loss:-8.293 fps:190.2 +frame:7.10e+05 wall_t:3732 t:44375 epi:nan +opt_step:88500 lr:0.0003 alpha:0.0256 +2026-02-11 09:08:58 | INFO | PID:1349 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:1205.25 total_reward_ma:542.74 loss:-8.311 fps:190.3 +frame:7.20e+05 wall_t:3784 t:45000 epi:nan +opt_step:89750 lr:0.0003 alpha:0.02743 +2026-02-11 09:09:50 | INFO | PID:1349 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:1241.25 total_reward_ma:552.31 loss:-8.256 fps:190.3 +frame:7.30e+05 wall_t:3836 t:45625 epi:nan +opt_step:91000 lr:0.0003 alpha:0.02882 +2026-02-11 09:10:41 | INFO | PID:1349 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:1135.75 total_reward_ma:560.19 loss:-8.176 fps:190.3 +frame:7.40e+05 wall_t:3888 t:46250 epi:nan +opt_step:92250 lr:0.0003 alpha:0.02946 +2026-02-11 09:11:34 | INFO | PID:1349 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:1119.75 total_reward_ma:567.65 loss:-8.526 fps:190.4 +frame:7.50e+05 wall_t:3940 t:46875 epi:nan +opt_step:93500 lr:0.0003 alpha:0.02921 +2026-02-11 09:12:27 | INFO | PID:1349 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:1008.25 total_reward_ma:573.45 loss:-8.687 fps:190.3 +frame:7.60e+05 wall_t:3993 t:47500 epi:nan +opt_step:94750 lr:0.0003 alpha:0.02997 +2026-02-11 09:13:18 | INFO | PID:1349 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:894.75 total_reward_ma:577.62 loss:-8.64 fps:190.4 +frame:7.70e+05 wall_t:4045 t:48125 epi:nan +opt_step:96000 lr:0.0003 alpha:0.03029 +2026-02-11 09:14:10 | INFO | PID:1349 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:855.00 total_reward_ma:581.18 loss:-8.528 fps:190.4 +frame:7.80e+05 wall_t:4097 t:48750 epi:nan +opt_step:97250 lr:0.0003 alpha:0.03099 +2026-02-11 09:15:03 | INFO | PID:1349 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:801.50 total_reward_ma:583.97 loss:-8.658 fps:190.4 +frame:7.90e+05 wall_t:4149 t:49375 epi:nan +opt_step:98500 lr:0.0003 alpha:0.03153 +2026-02-11 09:15:55 | INFO | PID:1349 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:757.75 total_reward_ma:586.14 loss:-8.938 fps:190.4 +frame:8.00e+05 wall_t:4202 t:50000 epi:nan +opt_step:99750 lr:0.0003 alpha:0.03102 +2026-02-11 09:16:47 | INFO | PID:1349 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:776.25 total_reward_ma:588.49 loss:-9.374 fps:190.4 +frame:8.10e+05 wall_t:4254 t:50625 epi:nan +opt_step:101000 lr:0.0003 alpha:0.03081 +2026-02-11 09:17:39 | INFO | PID:1349 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:824.50 total_reward_ma:591.36 loss:-9.486 fps:190.5 +frame:8.20e+05 wall_t:4305 t:51250 epi:nan +opt_step:102250 lr:0.0003 alpha:0.03218 +2026-02-11 09:18:31 | INFO | PID:1349 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:816.25 total_reward_ma:594.07 loss:-9.634 fps:190.5 +frame:8.30e+05 wall_t:4357 t:51875 epi:nan +opt_step:103500 lr:0.0003 alpha:0.03282 +2026-02-11 09:19:23 | INFO | PID:1349 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:837.25 total_reward_ma:596.97 loss:-10.25 fps:190.5 +frame:8.40e+05 wall_t:4409 t:52500 epi:nan +opt_step:104750 lr:0.0003 alpha:0.03313 +2026-02-11 09:20:15 | INFO | PID:1349 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:836.00 total_reward_ma:599.78 loss:-10.04 fps:190.5 +frame:8.50e+05 wall_t:4461 t:53125 epi:nan +opt_step:106000 lr:0.0003 alpha:0.03332 +2026-02-11 09:21:07 | INFO | PID:1349 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:865.25 total_reward_ma:602.87 loss:-9.571 fps:190.5 +frame:8.60e+05 wall_t:4514 t:53750 epi:nan +opt_step:107250 lr:0.0003 alpha:0.03393 +2026-02-11 09:22:00 | INFO | PID:1349 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:879.75 total_reward_ma:606.05 loss:-10.49 fps:190.5 +frame:8.70e+05 wall_t:4566 t:54375 epi:nan +opt_step:108500 lr:0.0003 alpha:0.03422 +2026-02-11 09:22:52 | INFO | PID:1349 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:871.75 total_reward_ma:609.07 loss:-10.11 fps:190.6 +frame:8.80e+05 wall_t:4618 t:55000 epi:nan +opt_step:109750 lr:0.0003 alpha:0.03324 +2026-02-11 09:23:44 | INFO | PID:1349 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:907.25 total_reward_ma:612.42 loss:-10.45 fps:190.6 +frame:8.90e+05 wall_t:4670 t:55625 epi:nan +opt_step:111000 lr:0.0003 alpha:0.03357 +2026-02-11 09:24:36 | INFO | PID:1349 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:940.00 total_reward_ma:616.06 loss:-10.83 fps:190.6 +frame:9.00e+05 wall_t:4722 t:56250 epi:nan +opt_step:112250 lr:0.0003 alpha:0.03299 +2026-02-11 09:25:28 | INFO | PID:1349 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:986.00 total_reward_ma:620.13 loss:-10.89 fps:190.6 +frame:9.10e+05 wall_t:4775 t:56875 epi:nan +opt_step:113500 lr:0.0003 alpha:0.03385 +2026-02-11 09:26:20 | INFO | PID:1349 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:1015.75 total_reward_ma:624.43 loss:-11.05 fps:190.6 +frame:9.20e+05 wall_t:4827 t:57500 epi:nan +opt_step:114750 lr:0.0003 alpha:0.03259 +2026-02-11 09:27:13 | INFO | PID:1349 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:1058.50 total_reward_ma:629.09 loss:-11.6 fps:190.6 +frame:9.30e+05 wall_t:4879 t:58125 epi:nan +opt_step:116000 lr:0.0003 alpha:0.0323 +2026-02-11 09:28:05 | INFO | PID:1349 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:1059.25 total_reward_ma:633.67 loss:-11.92 fps:190.6 +frame:9.40e+05 wall_t:4931 t:58750 epi:nan +opt_step:117250 lr:0.0003 alpha:0.03246 +2026-02-11 09:28:56 | INFO | PID:1349 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:1094.50 total_reward_ma:638.52 loss:-11.67 fps:190.7 +frame:9.50e+05 wall_t:4982 t:59375 epi:nan +opt_step:118500 lr:0.0003 alpha:0.03228 +2026-02-11 09:29:48 | INFO | PID:1349 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:1077.00 total_reward_ma:643.09 loss:-12.04 fps:190.7 +frame:9.60e+05 wall_t:5034 t:60000 epi:nan +opt_step:119750 lr:0.0003 alpha:0.03283 +2026-02-11 09:30:39 | INFO | PID:1349 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:1044.75 total_reward_ma:647.23 loss:-11.86 fps:190.7 +frame:9.70e+05 wall_t:5086 t:60625 epi:nan +opt_step:121000 lr:0.0003 alpha:0.03402 +2026-02-11 09:31:32 | INFO | PID:1349 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:1045.75 total_reward_ma:651.29 loss:-11.52 fps:190.7 +frame:9.80e+05 wall_t:5138 t:61250 epi:nan +opt_step:122250 lr:0.0003 alpha:0.03481 +2026-02-11 09:32:24 | INFO | PID:1349 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:1032.75 total_reward_ma:655.15 loss:-11.74 fps:190.8 +frame:9.90e+05 wall_t:5190 t:61875 epi:nan +opt_step:123500 lr:0.0003 alpha:0.03634 +2026-02-11 09:33:15 | INFO | PID:1349 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:1039.00 total_reward_ma:658.99 loss:-12.12 fps:190.8 +frame:1.00e+06 wall_t:5242 t:62500 epi:nan +opt_step:124750 lr:0.0003 alpha:0.03728 +2026-02-11 09:34:07 | INFO | PID:1349 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:1028.75 total_reward_ma:668.06 loss:-12.27 fps:190.8 +frame:1.01e+06 wall_t:5293 t:63125 epi:nan +opt_step:126000 lr:0.0003 alpha:0.03817 +2026-02-11 09:34:59 | INFO | PID:1349 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:1030.75 total_reward_ma:677.11 loss:-11.83 fps:190.8 +frame:1.02e+06 wall_t:5345 t:63750 epi:nan +opt_step:127250 lr:0.0003 alpha:0.03837 +2026-02-11 09:35:50 | INFO | PID:1349 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:1045.00 total_reward_ma:686.19 loss:-12.62 fps:190.8 +frame:1.03e+06 wall_t:5397 t:64375 epi:nan +opt_step:128500 lr:0.0003 alpha:0.03941 +2026-02-11 09:36:44 | INFO | PID:1349 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:1056.75 total_reward_ma:695.23 loss:-12.4 fps:190.8 +frame:1.04e+06 wall_t:5450 t:65000 epi:nan +opt_step:129750 lr:0.0003 alpha:0.0406 +2026-02-11 09:37:36 | INFO | PID:1349 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:1015.50 total_reward_ma:703.77 loss:-12.63 fps:190.8 +frame:1.05e+06 wall_t:5502 t:65625 epi:nan +opt_step:131000 lr:0.0003 alpha:0.04165 +2026-02-11 09:38:27 | INFO | PID:1349 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:1044.25 total_reward_ma:712.55 loss:-12.19 fps:190.9 +frame:1.06e+06 wall_t:5554 t:66250 epi:nan +opt_step:132250 lr:0.0003 alpha:0.04302 +2026-02-11 09:39:20 | INFO | PID:1349 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:1026.25 total_reward_ma:721.22 loss:-12.82 fps:190.9 +frame:1.07e+06 wall_t:5606 t:66875 epi:nan +opt_step:133500 lr:0.0003 alpha:0.04349 +2026-02-11 09:40:12 | INFO | PID:1349 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:1066.25 total_reward_ma:730.30 loss:-12.07 fps:190.9 +frame:1.08e+06 wall_t:5658 t:67500 epi:nan +opt_step:134750 lr:0.0003 alpha:0.04374 +2026-02-11 09:41:04 | INFO | PID:1349 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:1072.00 total_reward_ma:739.59 loss:-12.37 fps:190.9 +frame:1.09e+06 wall_t:5710 t:68125 epi:nan +opt_step:136000 lr:0.0003 alpha:0.0434 +2026-02-11 09:41:55 | INFO | PID:1349 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:1098.00 total_reward_ma:749.28 loss:-12.34 fps:190.9 +frame:1.10e+06 wall_t:5762 t:68750 epi:nan +opt_step:137250 lr:0.0003 alpha:0.04345 +2026-02-11 09:42:47 | INFO | PID:1349 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:1145.50 total_reward_ma:759.40 loss:-12.34 fps:190.9 +frame:1.11e+06 wall_t:5814 t:69375 epi:nan +opt_step:138500 lr:0.0003 alpha:0.04304 +2026-02-11 09:43:39 | INFO | PID:1349 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:1193.75 total_reward_ma:769.76 loss:-12.61 fps:191 +frame:1.12e+06 wall_t:5865 t:70000 epi:nan +opt_step:139750 lr:0.0003 alpha:0.04275 +2026-02-11 09:44:31 | INFO | PID:1349 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:1254.75 total_reward_ma:780.34 loss:-12.51 fps:191 +frame:1.13e+06 wall_t:5917 t:70625 epi:nan +opt_step:141000 lr:0.0003 alpha:0.04125 +2026-02-11 09:45:23 | INFO | PID:1349 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:1258.00 total_reward_ma:790.35 loss:-12.35 fps:191 +frame:1.14e+06 wall_t:5969 t:71250 epi:nan +opt_step:142250 lr:0.0003 alpha:0.04137 +2026-02-11 09:46:15 | INFO | PID:1349 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:1326.50 total_reward_ma:800.74 loss:-12.02 fps:191 +frame:1.15e+06 wall_t:6021 t:71875 epi:nan +opt_step:143500 lr:0.0003 alpha:0.03977 +2026-02-11 09:47:07 | INFO | PID:1349 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:1339.75 total_reward_ma:810.95 loss:-12.61 fps:191 +frame:1.16e+06 wall_t:6073 t:72500 epi:nan +opt_step:144750 lr:0.0003 alpha:0.04109 +2026-02-11 09:47:58 | INFO | PID:1349 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:1357.50 total_reward_ma:820.84 loss:-12.62 fps:191 +frame:1.17e+06 wall_t:6125 t:73125 epi:nan +opt_step:146000 lr:0.0003 alpha:0.03958 +2026-02-11 09:48:51 | INFO | PID:1349 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:1383.75 total_reward_ma:830.82 loss:-12.36 fps:191 +frame:1.18e+06 wall_t:6177 t:73750 epi:nan +opt_step:147250 lr:0.0003 alpha:0.04009 +2026-02-11 09:49:42 | INFO | PID:1349 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:1444.00 total_reward_ma:841.29 loss:-12.52 fps:191 +frame:1.19e+06 wall_t:6229 t:74375 epi:nan +opt_step:148500 lr:0.0003 alpha:0.03919 +2026-02-11 09:50:34 | INFO | PID:1349 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:1458.50 total_reward_ma:851.87 loss:-12.61 fps:191.1 +frame:1.20e+06 wall_t:6281 t:75000 epi:nan +opt_step:149750 lr:0.0003 alpha:0.03877 +2026-02-11 09:51:26 | INFO | PID:1349 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:1477.25 total_reward_ma:862.85 loss:-12.09 fps:191.1 +frame:1.21e+06 wall_t:6332 t:75625 epi:nan +opt_step:151000 lr:0.0003 alpha:0.0384 +2026-02-11 09:52:17 | INFO | PID:1349 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:1487.00 total_reward_ma:874.03 loss:-12.4 fps:191.1 +frame:1.22e+06 wall_t:6384 t:76250 epi:nan +opt_step:152250 lr:0.0003 alpha:0.03808 +2026-02-11 09:53:09 | INFO | PID:1349 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:1482.75 total_reward_ma:885.18 loss:-12.47 fps:191.1 +frame:1.23e+06 wall_t:6435 t:76875 epi:nan +opt_step:153500 lr:0.0003 alpha:0.03781 +2026-02-11 09:54:00 | INFO | PID:1349 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:1481.25 total_reward_ma:896.16 loss:-11.94 fps:191.2 +frame:1.24e+06 wall_t:6487 t:77500 epi:nan +opt_step:154750 lr:0.0003 alpha:0.03687 +2026-02-11 09:54:52 | INFO | PID:1349 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:1489.50 total_reward_ma:906.76 loss:-12.17 fps:191.2 +frame:1.25e+06 wall_t:6538 t:78125 epi:nan +opt_step:156000 lr:0.0003 alpha:0.03563 +2026-02-11 09:55:44 | INFO | PID:1349 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:1534.00 total_reward_ma:917.60 loss:-12.13 fps:191.2 +frame:1.26e+06 wall_t:6590 t:78750 epi:nan +opt_step:157250 lr:0.0003 alpha:0.03541 +2026-02-11 09:56:36 | INFO | PID:1349 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:1543.75 total_reward_ma:928.29 loss:-12.2 fps:191.2 +frame:1.27e+06 wall_t:6642 t:79375 epi:nan +opt_step:158500 lr:0.0003 alpha:0.03534 +2026-02-11 09:57:28 | INFO | PID:1349 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:1577.00 total_reward_ma:939.14 loss:-12.42 fps:191.2 +frame:1.28e+06 wall_t:6694 t:80000 epi:nan +opt_step:159750 lr:0.0003 alpha:0.03531 +2026-02-11 09:58:19 | INFO | PID:1349 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:1534.50 total_reward_ma:949.41 loss:-11.73 fps:191.2 +frame:1.29e+06 wall_t:6746 t:80625 epi:nan +opt_step:161000 lr:0.0003 alpha:0.03495 +2026-02-11 09:59:11 | INFO | PID:1349 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:1470.50 total_reward_ma:959.10 loss:-11.68 fps:191.2 +frame:1.30e+06 wall_t:6798 t:81250 epi:nan +opt_step:162250 lr:0.0003 alpha:0.03526 +2026-02-11 10:00:04 | INFO | PID:1349 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:1511.25 total_reward_ma:969.47 loss:-11.53 fps:191.2 +frame:1.31e+06 wall_t:6850 t:81875 epi:nan +opt_step:163500 lr:0.0003 alpha:0.03604 +2026-02-11 10:00:56 | INFO | PID:1349 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:1512.25 total_reward_ma:979.69 loss:-11.9 fps:191.2 +frame:1.32e+06 wall_t:6902 t:82500 epi:nan +opt_step:164750 lr:0.0003 alpha:0.03575 +2026-02-11 10:01:48 | INFO | PID:1349 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:1498.75 total_reward_ma:989.47 loss:-11.2 fps:191.3 +frame:1.33e+06 wall_t:6954 t:83125 epi:nan +opt_step:166000 lr:0.0003 alpha:0.03599 +2026-02-11 10:02:40 | INFO | PID:1349 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:1489.25 total_reward_ma:999.16 loss:-11.71 fps:191.3 +frame:1.34e+06 wall_t:7006 t:83750 epi:nan +opt_step:167250 lr:0.0003 alpha:0.03518 +2026-02-11 10:03:32 | INFO | PID:1349 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:1516.25 total_reward_ma:1008.87 loss:-11.35 fps:191.3 +frame:1.35e+06 wall_t:7058 t:84375 epi:nan +opt_step:168500 lr:0.0003 alpha:0.03579 +2026-02-11 10:04:24 | INFO | PID:1349 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:1530.25 total_reward_ma:1018.65 loss:-11.38 fps:191.3 +frame:1.36e+06 wall_t:7110 t:85000 epi:nan +opt_step:169750 lr:0.0003 alpha:0.03545 +2026-02-11 10:05:16 | INFO | PID:1349 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:1494.25 total_reward_ma:1027.94 loss:-11.65 fps:191.3 +frame:1.37e+06 wall_t:7162 t:85625 epi:nan +opt_step:171000 lr:0.0003 alpha:0.03582 +2026-02-11 10:06:07 | INFO | PID:1349 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:1461.25 total_reward_ma:1036.46 loss:-11.64 fps:191.3 +frame:1.38e+06 wall_t:7214 t:86250 epi:nan +opt_step:172250 lr:0.0003 alpha:0.03409 +2026-02-11 10:06:59 | INFO | PID:1349 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:1466.50 total_reward_ma:1045.22 loss:-11.62 fps:191.3 +frame:1.39e+06 wall_t:7266 t:86875 epi:nan +opt_step:173500 lr:0.0003 alpha:0.03434 +2026-02-11 10:07:52 | INFO | PID:1349 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:1471.75 total_reward_ma:1054.09 loss:-11.57 fps:191.3 +frame:1.40e+06 wall_t:7318 t:87500 epi:nan +opt_step:174750 lr:0.0003 alpha:0.034 +2026-02-11 10:08:43 | INFO | PID:1349 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:1511.50 total_reward_ma:1063.29 loss:-11.62 fps:191.3 +frame:1.41e+06 wall_t:7369 t:88125 epi:nan +opt_step:176000 lr:0.0003 alpha:0.03371 +2026-02-11 10:09:35 | INFO | PID:1349 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:1515.50 total_reward_ma:1072.74 loss:-11.04 fps:191.3 +frame:1.42e+06 wall_t:7421 t:88750 epi:nan +opt_step:177250 lr:0.0003 alpha:0.03321 +2026-02-11 10:10:27 | INFO | PID:1349 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:1480.25 total_reward_ma:1081.83 loss:-11.08 fps:191.4 +frame:1.43e+06 wall_t:7473 t:89375 epi:nan +opt_step:178500 lr:0.0003 alpha:0.03254 +2026-02-11 10:11:19 | INFO | PID:1349 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:1508.00 total_reward_ma:1091.57 loss:-11.3 fps:191.4 +frame:1.44e+06 wall_t:7525 t:90000 epi:nan +opt_step:179750 lr:0.0003 alpha:0.03224 +2026-02-11 10:12:11 | INFO | PID:1349 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:1563.50 total_reward_ma:1101.60 loss:-10.84 fps:191.4 +frame:1.45e+06 wall_t:7577 t:90625 epi:nan +opt_step:181000 lr:0.0003 alpha:0.03191 +2026-02-11 10:13:02 | INFO | PID:1349 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:1564.75 total_reward_ma:1111.47 loss:-9.96 fps:191.4 +frame:1.46e+06 wall_t:7629 t:91250 epi:nan +opt_step:182250 lr:0.0003 alpha:0.03098 +2026-02-11 10:13:54 | INFO | PID:1349 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:1560.75 total_reward_ma:1120.51 loss:-11.03 fps:191.4 +frame:1.47e+06 wall_t:7680 t:91875 epi:nan +opt_step:183500 lr:0.0003 alpha:0.02985 +2026-02-11 10:14:46 | INFO | PID:1349 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:1578.75 total_reward_ma:1129.38 loss:-11.51 fps:191.4 +frame:1.48e+06 wall_t:7733 t:92500 epi:nan +opt_step:184750 lr:0.0003 alpha:0.02864 +2026-02-11 10:15:38 | INFO | PID:1349 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:1679.00 total_reward_ma:1138.92 loss:-10.89 fps:191.4 +frame:1.49e+06 wall_t:7785 t:93125 epi:nan +opt_step:186000 lr:0.0003 alpha:0.02821 +2026-02-11 10:16:30 | INFO | PID:1349 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:1725.75 total_reward_ma:1148.62 loss:-10.82 fps:191.4 +frame:1.50e+06 wall_t:7837 t:93750 epi:nan +opt_step:187250 lr:0.0003 alpha:0.02781 +2026-02-11 10:17:21 | INFO | PID:1349 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:1786.75 total_reward_ma:1158.82 loss:-10.71 fps:191.4 +frame:1.51e+06 wall_t:7888 t:94375 epi:nan +opt_step:188500 lr:0.0003 alpha:0.0281 +2026-02-11 10:18:13 | INFO | PID:1349 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:1769.00 total_reward_ma:1168.49 loss:-10.44 fps:191.5 +frame:1.52e+06 wall_t:7939 t:95000 epi:nan +opt_step:189750 lr:0.0003 alpha:0.02768 +2026-02-11 10:19:06 | INFO | PID:1349 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:1751.00 total_reward_ma:1178.01 loss:-10.64 fps:191.4 +frame:1.53e+06 wall_t:7992 t:95625 epi:nan +opt_step:191000 lr:0.0003 alpha:0.02679 +2026-02-11 10:19:57 | INFO | PID:1349 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:1756.00 total_reward_ma:1187.55 loss:-11.01 fps:191.4 +frame:1.54e+06 wall_t:8044 t:96250 epi:nan +opt_step:192250 lr:0.0003 alpha:0.02654 +2026-02-11 10:20:49 | INFO | PID:1349 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:1809.75 total_reward_ma:1198.52 loss:-11.04 fps:191.5 +frame:1.55e+06 wall_t:8095 t:96875 epi:nan +opt_step:193500 lr:0.0003 alpha:0.0261 +2026-02-11 10:21:41 | INFO | PID:1349 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:1753.75 total_reward_ma:1208.91 loss:-10.08 fps:191.5 +frame:1.56e+06 wall_t:8147 t:97500 epi:nan +opt_step:194750 lr:0.0003 alpha:0.02597 +2026-02-11 10:22:33 | INFO | PID:1349 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:1714.50 total_reward_ma:1218.86 loss:-11.31 fps:191.5 +frame:1.57e+06 wall_t:8199 t:98125 epi:nan +opt_step:196000 lr:0.0003 alpha:0.02608 +2026-02-11 10:23:25 | INFO | PID:1349 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:1703.50 total_reward_ma:1228.80 loss:-9.804 fps:191.5 +frame:1.58e+06 wall_t:8251 t:98750 epi:nan +opt_step:197250 lr:0.0003 alpha:0.02556 +2026-02-11 10:24:16 | INFO | PID:1349 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:1695.25 total_reward_ma:1238.36 loss:-10.85 fps:191.5 +frame:1.59e+06 wall_t:8302 t:99375 epi:nan +opt_step:198500 lr:0.0003 alpha:0.02688 +2026-02-11 10:25:08 | INFO | PID:1349 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:1695.50 total_reward_ma:1247.97 loss:-10.25 fps:191.5 +frame:1.60e+06 wall_t:8354 t:100000 epi:nan +opt_step:199750 lr:0.0003 alpha:0.0271 +2026-02-11 10:26:00 | INFO | PID:1349 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:1692.75 total_reward_ma:1257.57 loss:-11.6 fps:191.5 +frame:1.61e+06 wall_t:8406 t:100625 epi:nan +opt_step:201000 lr:0.0003 alpha:0.02757 +2026-02-11 10:26:51 | INFO | PID:1349 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:1706.25 total_reward_ma:1267.20 loss:-10.49 fps:191.5 +frame:1.62e+06 wall_t:8458 t:101250 epi:nan +opt_step:202250 lr:0.0003 alpha:0.02857 +2026-02-11 10:27:44 | INFO | PID:1349 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:1954.50 total_reward_ma:1279.26 loss:-11.9 fps:191.5 +frame:1.63e+06 wall_t:8510 t:101875 epi:nan +opt_step:203500 lr:0.0003 alpha:0.03027 +2026-02-11 10:28:35 | INFO | PID:1349 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:2071.75 total_reward_ma:1292.11 loss:-11.66 fps:191.5 +frame:1.64e+06 wall_t:8562 t:102500 epi:nan +opt_step:204750 lr:0.0003 alpha:0.03032 +2026-02-11 10:29:28 | INFO | PID:1349 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:2259.00 total_reward_ma:1306.73 loss:-12.02 fps:191.5 +frame:1.65e+06 wall_t:8614 t:103125 epi:nan +opt_step:206000 lr:0.0003 alpha:0.03245 +2026-02-11 10:30:20 | INFO | PID:1349 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:2398.75 total_reward_ma:1322.00 loss:-12.85 fps:191.6 +frame:1.66e+06 wall_t:8666 t:103750 epi:nan +opt_step:207250 lr:0.0003 alpha:0.03513 +2026-02-11 10:31:11 | INFO | PID:1349 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:2565.00 total_reward_ma:1338.36 loss:-14.44 fps:191.6 +frame:1.67e+06 wall_t:8718 t:104375 epi:nan +opt_step:208500 lr:0.0003 alpha:0.03911 +2026-02-11 10:32:03 | INFO | PID:1349 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:2412.50 total_reward_ma:1352.80 loss:-14 fps:191.6 +frame:1.68e+06 wall_t:8769 t:105000 epi:nan +opt_step:209750 lr:0.0003 alpha:0.0457 +2026-02-11 10:32:55 | INFO | PID:1349 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:2167.75 total_reward_ma:1364.03 loss:-14.65 fps:191.6 +frame:1.69e+06 wall_t:8821 t:105625 epi:nan +opt_step:211000 lr:0.0003 alpha:0.05164 +2026-02-11 10:33:47 | INFO | PID:1349 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:1996.25 total_reward_ma:1372.47 loss:-17.43 fps:191.6 +frame:1.70e+06 wall_t:8873 t:106250 epi:nan +opt_step:212250 lr:0.0003 alpha:0.05878 +2026-02-11 10:34:39 | INFO | PID:1349 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:1493.75 total_reward_ma:1375.43 loss:-18.91 fps:191.6 +frame:1.71e+06 wall_t:8926 t:106875 epi:nan +opt_step:213500 lr:0.0003 alpha:0.06428 +2026-02-11 10:35:32 | INFO | PID:1349 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:979.25 total_reward_ma:1373.17 loss:-19.08 fps:191.6 +frame:1.72e+06 wall_t:8978 t:107500 epi:nan +opt_step:214750 lr:0.0003 alpha:0.06862 +2026-02-11 10:36:24 | INFO | PID:1349 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:707.50 total_reward_ma:1367.83 loss:-20.11 fps:191.6 +frame:1.73e+06 wall_t:9030 t:108125 epi:nan +opt_step:216000 lr:0.0003 alpha:0.07341 +2026-02-11 10:37:16 | INFO | PID:1349 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:547.25 total_reward_ma:1361.94 loss:-23.42 fps:191.6 +frame:1.74e+06 wall_t:9082 t:108750 epi:nan +opt_step:217250 lr:0.0003 alpha:0.07697 +2026-02-11 10:38:07 | INFO | PID:1349 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:553.25 total_reward_ma:1356.28 loss:-24.1 fps:191.6 +frame:1.75e+06 wall_t:9134 t:109375 epi:nan +opt_step:218500 lr:0.0003 alpha:0.08371 +2026-02-11 10:39:00 | INFO | PID:1349 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:556.75 total_reward_ma:1351.76 loss:-25.85 fps:191.6 +frame:1.76e+06 wall_t:9186 t:110000 epi:nan +opt_step:219750 lr:0.0003 alpha:0.08313 +2026-02-11 10:39:51 | INFO | PID:1349 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:574.25 total_reward_ma:1348.56 loss:-26.16 fps:191.6 +frame:1.77e+06 wall_t:9238 t:110625 epi:nan +opt_step:221000 lr:0.0003 alpha:0.0847 +2026-02-11 10:40:43 | INFO | PID:1349 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:579.00 total_reward_ma:1345.80 loss:-27.53 fps:191.6 +frame:1.78e+06 wall_t:9290 t:111250 epi:nan +opt_step:222250 lr:0.0003 alpha:0.0859 +2026-02-11 10:41:35 | INFO | PID:1349 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:608.75 total_reward_ma:1343.87 loss:-28.95 fps:191.6 +frame:1.79e+06 wall_t:9342 t:111875 epi:nan +opt_step:223500 lr:0.0003 alpha:0.08487 +2026-02-11 10:42:27 | INFO | PID:1349 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:637.50 total_reward_ma:1342.67 loss:-28.68 fps:191.6 +frame:1.80e+06 wall_t:9393 t:112500 epi:nan +opt_step:224750 lr:0.0003 alpha:0.08155 +2026-02-11 10:43:19 | INFO | PID:1349 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:652.50 total_reward_ma:1341.43 loss:-27.48 fps:191.6 +frame:1.81e+06 wall_t:9445 t:113125 epi:nan +opt_step:226000 lr:0.0003 alpha:0.0777 +2026-02-11 10:44:12 | INFO | PID:1349 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:668.00 total_reward_ma:1339.86 loss:-26.04 fps:191.6 +frame:1.82e+06 wall_t:9499 t:113750 epi:nan +opt_step:227250 lr:0.0003 alpha:0.07447 +2026-02-11 10:45:03 | INFO | PID:1349 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:707.25 total_reward_ma:1338.78 loss:-27.59 fps:191.6 +frame:1.83e+06 wall_t:9550 t:114375 epi:nan +opt_step:228500 lr:0.0003 alpha:0.06777 +2026-02-11 10:45:56 | INFO | PID:1349 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:730.25 total_reward_ma:1337.70 loss:-27.34 fps:191.6 +frame:1.84e+06 wall_t:9602 t:115000 epi:nan +opt_step:229750 lr:0.0003 alpha:0.06513 +2026-02-11 10:46:47 | INFO | PID:1349 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:772.50 total_reward_ma:1337.07 loss:-25.67 fps:191.6 +frame:1.85e+06 wall_t:9654 t:115625 epi:nan +opt_step:231000 lr:0.0003 alpha:0.06252 +2026-02-11 10:47:39 | INFO | PID:1349 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:794.50 total_reward_ma:1336.36 loss:-26.62 fps:191.6 +frame:1.86e+06 wall_t:9706 t:116250 epi:nan +opt_step:232250 lr:0.0003 alpha:0.05831 +2026-02-11 10:48:31 | INFO | PID:1349 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:816.50 total_reward_ma:1335.73 loss:-26.65 fps:191.7 +frame:1.87e+06 wall_t:9757 t:116875 epi:nan +opt_step:233500 lr:0.0003 alpha:0.05644 +2026-02-11 10:49:23 | INFO | PID:1349 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:817.25 total_reward_ma:1335.19 loss:-26.25 fps:191.7 +frame:1.88e+06 wall_t:9809 t:117500 epi:nan +opt_step:234750 lr:0.0003 alpha:0.05353 +2026-02-11 10:50:15 | INFO | PID:1349 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:863.00 total_reward_ma:1334.74 loss:-26.13 fps:191.7 +frame:1.89e+06 wall_t:9861 t:118125 epi:nan +opt_step:236000 lr:0.0003 alpha:0.05442 +2026-02-11 10:51:07 | INFO | PID:1349 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:884.25 total_reward_ma:1334.19 loss:-26.74 fps:191.7 +frame:1.90e+06 wall_t:9913 t:118750 epi:nan +opt_step:237250 lr:0.0003 alpha:0.05183 +2026-02-11 10:52:00 | INFO | PID:1349 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:899.25 total_reward_ma:1333.32 loss:-25.72 fps:191.7 +frame:1.91e+06 wall_t:9966 t:119375 epi:nan +opt_step:238500 lr:0.0003 alpha:0.05049 +2026-02-11 10:52:52 | INFO | PID:1349 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:904.25 total_reward_ma:1332.20 loss:-25.58 fps:191.7 +frame:1.92e+06 wall_t:10018 t:120000 epi:nan +opt_step:239750 lr:0.0003 alpha:0.04922 +2026-02-11 10:53:44 | INFO | PID:1349 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:893.50 total_reward_ma:1330.55 loss:-25.92 fps:191.6 +frame:1.93e+06 wall_t:10071 t:120625 epi:nan +opt_step:241000 lr:0.0003 alpha:0.0501 +2026-02-11 10:54:36 | INFO | PID:1349 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:908.00 total_reward_ma:1329.04 loss:-24.84 fps:191.7 +frame:1.94e+06 wall_t:10122 t:121250 epi:nan +opt_step:242250 lr:0.0003 alpha:0.04751 +2026-02-11 10:55:27 | INFO | PID:1349 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:887.50 total_reward_ma:1326.97 loss:-25.01 fps:191.7 +frame:1.95e+06 wall_t:10174 t:121875 epi:nan +opt_step:243500 lr:0.0003 alpha:0.04865 +2026-02-11 10:56:19 | INFO | PID:1349 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:884.25 total_reward_ma:1325.04 loss:-24.56 fps:191.7 +frame:1.96e+06 wall_t:10225 t:122500 epi:nan +opt_step:244750 lr:0.0003 alpha:0.04842 +2026-02-11 10:57:11 | INFO | PID:1349 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:889.00 total_reward_ma:1323.48 loss:-25.18 fps:191.7 +frame:1.97e+06 wall_t:10277 t:123125 epi:nan +opt_step:246000 lr:0.0003 alpha:0.04726 +2026-02-11 10:58:02 | INFO | PID:1349 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:893.50 total_reward_ma:1321.96 loss:-24.03 fps:191.7 +frame:1.98e+06 wall_t:10329 t:123750 epi:nan +opt_step:247250 lr:0.0003 alpha:0.04703 +2026-02-11 10:58:54 | INFO | PID:1349 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:902.75 total_reward_ma:1320.66 loss:-24.25 fps:191.7 +frame:1.99e+06 wall_t:10380 t:124375 epi:nan +opt_step:248500 lr:0.0003 alpha:0.04643 +2026-02-11 10:59:45 | INFO | PID:1349 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:874.25 total_reward_ma:1319.02 loss:-24.18 fps:191.7 +frame:2.00e+06 wall_t:10432 t:125000 epi:nan +opt_step:249750 lr:0.0003 alpha:0.04599 +2026-02-11 10:59:46 | INFO | PID:1349 | slm_lab.lib.logger:info | Session 2 done diff --git a/data/sac_atari_qbert_2026_02_11_080545/log/sac_atari_qbert_t0_s3.log b/data/sac_atari_qbert_2026_02_11_080545/log/sac_atari_qbert_t0_s3.log new file mode 100644 index 0000000000000000000000000000000000000000..d0738de762971a895254f61ead7302416b353851 --- /dev/null +++ b/data/sac_atari_qbert_2026_02_11_080545/log/sac_atari_qbert_t0_s3.log @@ -0,0 +1,802 @@ +2026-02-11 08:05:51 | INFO | PID:1350 | slm_lab.env:_make_vector_env | AtariVectorEnv: 16 envs, native preprocessing +2026-02-11 08:07:18 | INFO | PID:1350 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:147.50 total_reward_ma:147.50 loss:-9.336 fps:117.6 +frame:1.00e+04 wall_t:85 t:625 epi:nan +opt_step:1000 lr:0.0003 alpha:0.7538 +2026-02-11 08:08:10 | INFO | PID:1350 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:166.67 total_reward_ma:157.08 loss:-15.06 fps:146 +frame:2.00e+04 wall_t:137 t:1250 epi:nan +opt_step:2250 lr:0.0003 alpha:0.5498 +2026-02-11 08:09:03 | INFO | PID:1350 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:185.31 total_reward_ma:166.49 loss:-17.88 fps:158.7 +frame:3.00e+04 wall_t:189 t:1875 epi:nan +opt_step:3500 lr:0.0003 alpha:0.4096 +2026-02-11 08:09:57 | INFO | PID:1350 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:201.75 total_reward_ma:175.31 loss:-19.87 fps:164.6 +frame:4.00e+04 wall_t:243 t:2500 epi:nan +opt_step:4750 lr:0.0003 alpha:0.3084 +2026-02-11 08:10:49 | INFO | PID:1350 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:186.75 total_reward_ma:177.60 loss:-21.33 fps:169.5 +frame:5.00e+04 wall_t:295 t:3125 epi:nan +opt_step:6000 lr:0.0003 alpha:0.2334 +2026-02-11 08:11:42 | INFO | PID:1350 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:167.00 total_reward_ma:175.83 loss:-21.71 fps:172.4 +frame:6.00e+04 wall_t:348 t:3750 epi:nan +opt_step:7250 lr:0.0003 alpha:0.1771 +2026-02-11 08:12:34 | INFO | PID:1350 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:138.00 total_reward_ma:170.43 loss:-22.95 fps:175 +frame:7.00e+04 wall_t:400 t:4375 epi:nan +opt_step:8500 lr:0.0003 alpha:0.1347 +2026-02-11 08:13:27 | INFO | PID:1350 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:142.75 total_reward_ma:166.97 loss:-21.59 fps:176.6 +frame:8.00e+04 wall_t:453 t:5000 epi:nan +opt_step:9750 lr:0.0003 alpha:0.1026 +2026-02-11 08:14:20 | INFO | PID:1350 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:136.00 total_reward_ma:163.53 loss:-21.66 fps:177.9 +frame:9.00e+04 wall_t:506 t:5625 epi:nan +opt_step:11000 lr:0.0003 alpha:0.07824 +2026-02-11 08:15:13 | INFO | PID:1350 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:152.00 total_reward_ma:162.37 loss:-20.11 fps:178.9 +frame:1.00e+05 wall_t:559 t:6250 epi:nan +opt_step:12250 lr:0.0003 alpha:0.05982 +2026-02-11 08:16:04 | INFO | PID:1350 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:142.25 total_reward_ma:160.54 loss:-19.26 fps:180 +frame:1.10e+05 wall_t:611 t:6875 epi:nan +opt_step:13500 lr:0.0003 alpha:0.04585 +2026-02-11 08:16:57 | INFO | PID:1350 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:151.25 total_reward_ma:159.77 loss:-18.9 fps:180.7 +frame:1.20e+05 wall_t:664 t:7500 epi:nan +opt_step:14750 lr:0.0003 alpha:0.03529 +2026-02-11 08:17:50 | INFO | PID:1350 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:171.75 total_reward_ma:160.69 loss:-17.72 fps:181.6 +frame:1.30e+05 wall_t:716 t:8125 epi:nan +opt_step:16000 lr:0.0003 alpha:0.02743 +2026-02-11 08:18:42 | INFO | PID:1350 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:215.50 total_reward_ma:164.61 loss:-16.34 fps:182.1 +frame:1.40e+05 wall_t:769 t:8750 epi:nan +opt_step:17250 lr:0.0003 alpha:0.02183 +2026-02-11 08:19:34 | INFO | PID:1350 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:261.00 total_reward_ma:171.03 loss:-16.22 fps:182.7 +frame:1.50e+05 wall_t:821 t:9375 epi:nan +opt_step:18500 lr:0.0003 alpha:0.01772 +2026-02-11 08:20:28 | INFO | PID:1350 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:298.75 total_reward_ma:179.01 loss:-15.89 fps:183.1 +frame:1.60e+05 wall_t:874 t:10000 epi:nan +opt_step:19750 lr:0.0003 alpha:0.01469 +2026-02-11 08:21:20 | INFO | PID:1350 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:327.50 total_reward_ma:187.75 loss:-15.01 fps:183.6 +frame:1.70e+05 wall_t:926 t:10625 epi:nan +opt_step:21000 lr:0.0003 alpha:0.01236 +2026-02-11 08:22:12 | INFO | PID:1350 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:320.00 total_reward_ma:195.10 loss:-12.97 fps:184 +frame:1.80e+05 wall_t:978 t:11250 epi:nan +opt_step:22250 lr:0.0003 alpha:0.01044 +2026-02-11 08:23:04 | INFO | PID:1350 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:324.00 total_reward_ma:201.88 loss:-13.49 fps:184.3 +frame:1.90e+05 wall_t:1031 t:11875 epi:nan +opt_step:23500 lr:0.0003 alpha:0.009443 +2026-02-11 08:23:56 | INFO | PID:1350 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:323.25 total_reward_ma:207.95 loss:-12.45 fps:184.7 +frame:2.00e+05 wall_t:1083 t:12500 epi:nan +opt_step:24750 lr:0.0003 alpha:0.008859 +2026-02-11 08:24:49 | INFO | PID:1350 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:329.25 total_reward_ma:213.73 loss:-11.57 fps:185 +frame:2.10e+05 wall_t:1135 t:13125 epi:nan +opt_step:26000 lr:0.0003 alpha:0.009132 +2026-02-11 08:25:41 | INFO | PID:1350 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:345.75 total_reward_ma:219.73 loss:-10.98 fps:185.2 +frame:2.20e+05 wall_t:1188 t:13750 epi:nan +opt_step:27250 lr:0.0003 alpha:0.009452 +2026-02-11 08:26:33 | INFO | PID:1350 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:360.50 total_reward_ma:225.85 loss:-11.19 fps:185.6 +frame:2.30e+05 wall_t:1239 t:14375 epi:nan +opt_step:28500 lr:0.0003 alpha:0.009385 +2026-02-11 08:27:25 | INFO | PID:1350 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:350.75 total_reward_ma:231.05 loss:-10.56 fps:185.8 +frame:2.40e+05 wall_t:1292 t:15000 epi:nan +opt_step:29750 lr:0.0003 alpha:0.01038 +2026-02-11 08:28:18 | INFO | PID:1350 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:342.75 total_reward_ma:235.52 loss:-10.13 fps:186 +frame:2.50e+05 wall_t:1344 t:15625 epi:nan +opt_step:31000 lr:0.0003 alpha:0.01077 +2026-02-11 08:29:10 | INFO | PID:1350 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:352.00 total_reward_ma:240.00 loss:-9.867 fps:186.1 +frame:2.60e+05 wall_t:1397 t:16250 epi:nan +opt_step:32250 lr:0.0003 alpha:0.01052 +2026-02-11 08:30:02 | INFO | PID:1350 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:379.25 total_reward_ma:245.16 loss:-9.486 fps:186.3 +frame:2.70e+05 wall_t:1449 t:16875 epi:nan +opt_step:33500 lr:0.0003 alpha:0.01077 +2026-02-11 08:30:55 | INFO | PID:1350 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:423.25 total_reward_ma:251.52 loss:-9.909 fps:186.5 +frame:2.80e+05 wall_t:1501 t:17500 epi:nan +opt_step:34750 lr:0.0003 alpha:0.01196 +2026-02-11 08:31:47 | INFO | PID:1350 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:480.00 total_reward_ma:259.40 loss:-9.483 fps:186.7 +frame:2.90e+05 wall_t:1553 t:18125 epi:nan +opt_step:36000 lr:0.0003 alpha:0.01298 +2026-02-11 08:32:40 | INFO | PID:1350 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:526.00 total_reward_ma:268.28 loss:-9.358 fps:186.8 +frame:3.00e+05 wall_t:1606 t:18750 epi:nan +opt_step:37250 lr:0.0003 alpha:0.01296 +2026-02-11 08:33:31 | INFO | PID:1350 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:558.75 total_reward_ma:277.65 loss:-9.128 fps:187.1 +frame:3.10e+05 wall_t:1657 t:19375 epi:nan +opt_step:38500 lr:0.0003 alpha:0.0129 +2026-02-11 08:34:23 | INFO | PID:1350 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:596.50 total_reward_ma:287.62 loss:-8.99 fps:187.1 +frame:3.20e+05 wall_t:1710 t:20000 epi:nan +opt_step:39750 lr:0.0003 alpha:0.01335 +2026-02-11 08:35:15 | INFO | PID:1350 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:611.00 total_reward_ma:297.42 loss:-8.655 fps:187.4 +frame:3.30e+05 wall_t:1761 t:20625 epi:nan +opt_step:41000 lr:0.0003 alpha:0.01394 +2026-02-11 08:36:07 | INFO | PID:1350 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:637.25 total_reward_ma:307.41 loss:-8.575 fps:187.4 +frame:3.40e+05 wall_t:1814 t:21250 epi:nan +opt_step:42250 lr:0.0003 alpha:0.01405 +2026-02-11 08:37:00 | INFO | PID:1350 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:671.25 total_reward_ma:317.81 loss:-8.323 fps:187.6 +frame:3.50e+05 wall_t:1866 t:21875 epi:nan +opt_step:43500 lr:0.0003 alpha:0.0149 +2026-02-11 08:37:52 | INFO | PID:1350 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:690.50 total_reward_ma:328.16 loss:-7.883 fps:187.6 +frame:3.60e+05 wall_t:1919 t:22500 epi:nan +opt_step:44750 lr:0.0003 alpha:0.01525 +2026-02-11 08:38:44 | INFO | PID:1350 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:702.25 total_reward_ma:338.27 loss:-8.06 fps:187.7 +frame:3.70e+05 wall_t:1971 t:23125 epi:nan +opt_step:46000 lr:0.0003 alpha:0.01635 +2026-02-11 08:39:37 | INFO | PID:1350 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:710.00 total_reward_ma:348.05 loss:-7.727 fps:187.8 +frame:3.80e+05 wall_t:2023 t:23750 epi:nan +opt_step:47250 lr:0.0003 alpha:0.01643 +2026-02-11 08:40:29 | INFO | PID:1350 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:746.25 total_reward_ma:358.26 loss:-7.677 fps:188 +frame:3.90e+05 wall_t:2075 t:24375 epi:nan +opt_step:48500 lr:0.0003 alpha:0.01696 +2026-02-11 08:41:20 | INFO | PID:1350 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:736.50 total_reward_ma:367.72 loss:-7.443 fps:188.1 +frame:4.00e+05 wall_t:2127 t:25000 epi:nan +opt_step:49750 lr:0.0003 alpha:0.01713 +2026-02-11 08:42:13 | INFO | PID:1350 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:750.50 total_reward_ma:377.05 loss:-7.389 fps:188.2 +frame:4.10e+05 wall_t:2179 t:25625 epi:nan +opt_step:51000 lr:0.0003 alpha:0.01711 +2026-02-11 08:43:06 | INFO | PID:1350 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:715.75 total_reward_ma:385.12 loss:-7.111 fps:188.2 +frame:4.20e+05 wall_t:2232 t:26250 epi:nan +opt_step:52250 lr:0.0003 alpha:0.01798 +2026-02-11 08:43:58 | INFO | PID:1350 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:733.00 total_reward_ma:393.21 loss:-7.103 fps:188.2 +frame:4.30e+05 wall_t:2285 t:26875 epi:nan +opt_step:53500 lr:0.0003 alpha:0.01746 +2026-02-11 08:44:50 | INFO | PID:1350 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:750.25 total_reward_ma:401.32 loss:-6.924 fps:188.3 +frame:4.40e+05 wall_t:2337 t:27500 epi:nan +opt_step:54750 lr:0.0003 alpha:0.01701 +2026-02-11 08:45:42 | INFO | PID:1350 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:742.50 total_reward_ma:408.91 loss:-6.84 fps:188.4 +frame:4.50e+05 wall_t:2388 t:28125 epi:nan +opt_step:56000 lr:0.0003 alpha:0.0172 +2026-02-11 08:46:34 | INFO | PID:1350 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:734.25 total_reward_ma:415.98 loss:-7.069 fps:188.4 +frame:4.60e+05 wall_t:2441 t:28750 epi:nan +opt_step:57250 lr:0.0003 alpha:0.01797 +2026-02-11 08:47:26 | INFO | PID:1350 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:738.75 total_reward_ma:422.85 loss:-6.661 fps:188.5 +frame:4.70e+05 wall_t:2493 t:29375 epi:nan +opt_step:58500 lr:0.0003 alpha:0.01878 +2026-02-11 08:48:18 | INFO | PID:1350 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:720.75 total_reward_ma:429.05 loss:-6.65 fps:188.6 +frame:4.80e+05 wall_t:2545 t:30000 epi:nan +opt_step:59750 lr:0.0003 alpha:0.01937 +2026-02-11 08:49:10 | INFO | PID:1350 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:707.75 total_reward_ma:434.74 loss:-6.193 fps:188.7 +frame:4.90e+05 wall_t:2597 t:30625 epi:nan +opt_step:61000 lr:0.0003 alpha:0.02023 +2026-02-11 08:50:03 | INFO | PID:1350 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:704.25 total_reward_ma:440.13 loss:-5.919 fps:188.7 +frame:5.00e+05 wall_t:2650 t:31250 epi:nan +opt_step:62250 lr:0.0003 alpha:0.02087 +2026-02-11 08:50:55 | INFO | PID:1350 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:691.75 total_reward_ma:445.06 loss:-5.669 fps:188.7 +frame:5.10e+05 wall_t:2702 t:31875 epi:nan +opt_step:63500 lr:0.0003 alpha:0.02143 +2026-02-11 08:51:47 | INFO | PID:1350 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:670.75 total_reward_ma:449.40 loss:-6.095 fps:188.8 +frame:5.20e+05 wall_t:2754 t:32500 epi:nan +opt_step:64750 lr:0.0003 alpha:0.02209 +2026-02-11 08:52:39 | INFO | PID:1350 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:687.25 total_reward_ma:453.89 loss:-5.755 fps:188.9 +frame:5.30e+05 wall_t:2805 t:33125 epi:nan +opt_step:66000 lr:0.0003 alpha:0.02308 +2026-02-11 08:53:31 | INFO | PID:1350 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:670.75 total_reward_ma:457.91 loss:-5.828 fps:189 +frame:5.40e+05 wall_t:2857 t:33750 epi:nan +opt_step:67250 lr:0.0003 alpha:0.02329 +2026-02-11 08:54:22 | INFO | PID:1350 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:675.75 total_reward_ma:461.87 loss:-6.47 fps:189.1 +frame:5.50e+05 wall_t:2909 t:34375 epi:nan +opt_step:68500 lr:0.0003 alpha:0.02417 +2026-02-11 08:55:14 | INFO | PID:1350 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:674.75 total_reward_ma:465.67 loss:-5.758 fps:189.1 +frame:5.60e+05 wall_t:2961 t:35000 epi:nan +opt_step:69750 lr:0.0003 alpha:0.02466 +2026-02-11 08:56:07 | INFO | PID:1350 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:692.00 total_reward_ma:469.64 loss:-6.512 fps:189.2 +frame:5.70e+05 wall_t:3013 t:35625 epi:nan +opt_step:71000 lr:0.0003 alpha:0.02526 +2026-02-11 08:56:58 | INFO | PID:1350 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:715.50 total_reward_ma:473.88 loss:-6.504 fps:189.2 +frame:5.80e+05 wall_t:3065 t:36250 epi:nan +opt_step:72250 lr:0.0003 alpha:0.02493 +2026-02-11 08:57:51 | INFO | PID:1350 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:736.00 total_reward_ma:478.32 loss:-7.096 fps:189.3 +frame:5.90e+05 wall_t:3117 t:36875 epi:nan +opt_step:73500 lr:0.0003 alpha:0.02533 +2026-02-11 08:58:42 | INFO | PID:1350 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:744.00 total_reward_ma:482.75 loss:-6.997 fps:189.3 +frame:6.00e+05 wall_t:3169 t:37500 epi:nan +opt_step:74750 lr:0.0003 alpha:0.02466 +2026-02-11 08:59:34 | INFO | PID:1350 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:759.75 total_reward_ma:487.29 loss:-7.654 fps:189.4 +frame:6.10e+05 wall_t:3221 t:38125 epi:nan +opt_step:76000 lr:0.0003 alpha:0.02486 +2026-02-11 09:00:26 | INFO | PID:1350 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:772.25 total_reward_ma:491.89 loss:-7.372 fps:189.4 +frame:6.20e+05 wall_t:3273 t:38750 epi:nan +opt_step:77250 lr:0.0003 alpha:0.02461 +2026-02-11 09:01:18 | INFO | PID:1350 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:781.75 total_reward_ma:496.49 loss:-7.378 fps:189.5 +frame:6.30e+05 wall_t:3325 t:39375 epi:nan +opt_step:78500 lr:0.0003 alpha:0.02425 +2026-02-11 09:02:10 | INFO | PID:1350 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:796.25 total_reward_ma:501.17 loss:-7.388 fps:189.6 +frame:6.40e+05 wall_t:3376 t:40000 epi:nan +opt_step:79750 lr:0.0003 alpha:0.0241 +2026-02-11 09:03:02 | INFO | PID:1350 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:802.50 total_reward_ma:505.81 loss:-7.933 fps:189.6 +frame:6.50e+05 wall_t:3428 t:40625 epi:nan +opt_step:81000 lr:0.0003 alpha:0.02417 +2026-02-11 09:03:54 | INFO | PID:1350 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:816.25 total_reward_ma:510.51 loss:-8.305 fps:189.6 +frame:6.60e+05 wall_t:3481 t:41250 epi:nan +opt_step:82250 lr:0.0003 alpha:0.02516 +2026-02-11 09:04:47 | INFO | PID:1350 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:830.00 total_reward_ma:515.28 loss:-8.577 fps:189.6 +frame:6.70e+05 wall_t:3533 t:41875 epi:nan +opt_step:83500 lr:0.0003 alpha:0.02492 +2026-02-11 09:05:38 | INFO | PID:1350 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:840.25 total_reward_ma:520.06 loss:-8.42 fps:189.7 +frame:6.80e+05 wall_t:3585 t:42500 epi:nan +opt_step:84750 lr:0.0003 alpha:0.02623 +2026-02-11 09:06:30 | INFO | PID:1350 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:827.25 total_reward_ma:524.51 loss:-8.245 fps:189.7 +frame:6.90e+05 wall_t:3637 t:43125 epi:nan +opt_step:86000 lr:0.0003 alpha:0.0266 +2026-02-11 09:07:22 | INFO | PID:1350 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:830.00 total_reward_ma:528.87 loss:-8.674 fps:189.8 +frame:7.00e+05 wall_t:3689 t:43750 epi:nan +opt_step:87250 lr:0.0003 alpha:0.02732 +2026-02-11 09:08:15 | INFO | PID:1350 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:845.25 total_reward_ma:533.33 loss:-8.859 fps:189.8 +frame:7.10e+05 wall_t:3741 t:44375 epi:nan +opt_step:88500 lr:0.0003 alpha:0.02765 +2026-02-11 09:09:07 | INFO | PID:1350 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:844.00 total_reward_ma:537.65 loss:-8.508 fps:189.8 +frame:7.20e+05 wall_t:3794 t:45000 epi:nan +opt_step:89750 lr:0.0003 alpha:0.02702 +2026-02-11 09:09:59 | INFO | PID:1350 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:845.25 total_reward_ma:541.86 loss:-8.899 fps:189.8 +frame:7.30e+05 wall_t:3846 t:45625 epi:nan +opt_step:91000 lr:0.0003 alpha:0.02805 +2026-02-11 09:10:51 | INFO | PID:1350 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:830.25 total_reward_ma:545.76 loss:-9.357 fps:189.8 +frame:7.40e+05 wall_t:3898 t:46250 epi:nan +opt_step:92250 lr:0.0003 alpha:0.02854 +2026-02-11 09:11:43 | INFO | PID:1350 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:810.00 total_reward_ma:549.28 loss:-9.09 fps:189.9 +frame:7.50e+05 wall_t:3950 t:46875 epi:nan +opt_step:93500 lr:0.0003 alpha:0.02838 +2026-02-11 09:12:35 | INFO | PID:1350 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:798.25 total_reward_ma:552.56 loss:-9.166 fps:189.9 +frame:7.60e+05 wall_t:4002 t:47500 epi:nan +opt_step:94750 lr:0.0003 alpha:0.02845 +2026-02-11 09:13:27 | INFO | PID:1350 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:777.75 total_reward_ma:555.48 loss:-9.007 fps:190 +frame:7.70e+05 wall_t:4053 t:48125 epi:nan +opt_step:96000 lr:0.0003 alpha:0.0293 +2026-02-11 09:14:19 | INFO | PID:1350 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:776.00 total_reward_ma:558.31 loss:-8.834 fps:190 +frame:7.80e+05 wall_t:4106 t:48750 epi:nan +opt_step:97250 lr:0.0003 alpha:0.02927 +2026-02-11 09:15:12 | INFO | PID:1350 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:752.75 total_reward_ma:560.77 loss:-9.071 fps:190 +frame:7.90e+05 wall_t:4158 t:49375 epi:nan +opt_step:98500 lr:0.0003 alpha:0.02991 +2026-02-11 09:16:04 | INFO | PID:1350 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:764.00 total_reward_ma:563.31 loss:-9.21 fps:190 +frame:8.00e+05 wall_t:4211 t:50000 epi:nan +opt_step:99750 lr:0.0003 alpha:0.02978 +2026-02-11 09:16:56 | INFO | PID:1350 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:757.75 total_reward_ma:565.71 loss:-9.13 fps:190 +frame:8.10e+05 wall_t:4263 t:50625 epi:nan +opt_step:101000 lr:0.0003 alpha:0.03106 +2026-02-11 09:17:48 | INFO | PID:1350 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:800.75 total_reward_ma:568.58 loss:-9.089 fps:190.1 +frame:8.20e+05 wall_t:4314 t:51250 epi:nan +opt_step:102250 lr:0.0003 alpha:0.03136 +2026-02-11 09:18:40 | INFO | PID:1350 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:842.00 total_reward_ma:571.87 loss:-9.208 fps:190.1 +frame:8.30e+05 wall_t:4367 t:51875 epi:nan +opt_step:103500 lr:0.0003 alpha:0.03131 +2026-02-11 09:19:32 | INFO | PID:1350 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:890.00 total_reward_ma:575.66 loss:-8.956 fps:190.1 +frame:8.40e+05 wall_t:4419 t:52500 epi:nan +opt_step:104750 lr:0.0003 alpha:0.03169 +2026-02-11 09:20:24 | INFO | PID:1350 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:906.75 total_reward_ma:579.55 loss:-9.049 fps:190.1 +frame:8.50e+05 wall_t:4471 t:53125 epi:nan +opt_step:106000 lr:0.0003 alpha:0.03221 +2026-02-11 09:21:17 | INFO | PID:1350 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:942.75 total_reward_ma:583.78 loss:-9.721 fps:190.1 +frame:8.60e+05 wall_t:4523 t:53750 epi:nan +opt_step:107250 lr:0.0003 alpha:0.0326 +2026-02-11 09:22:09 | INFO | PID:1350 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:975.00 total_reward_ma:588.27 loss:-9.268 fps:190.1 +frame:8.70e+05 wall_t:4576 t:54375 epi:nan +opt_step:108500 lr:0.0003 alpha:0.03227 +2026-02-11 09:23:01 | INFO | PID:1350 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:1003.25 total_reward_ma:592.99 loss:-9.489 fps:190.1 +frame:8.80e+05 wall_t:4628 t:55000 epi:nan +opt_step:109750 lr:0.0003 alpha:0.03194 +2026-02-11 09:23:53 | INFO | PID:1350 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:987.00 total_reward_ma:597.42 loss:-9.445 fps:190.2 +frame:8.90e+05 wall_t:4680 t:55625 epi:nan +opt_step:111000 lr:0.0003 alpha:0.03202 +2026-02-11 09:24:46 | INFO | PID:1350 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:983.00 total_reward_ma:601.70 loss:-10.05 fps:190.2 +frame:9.00e+05 wall_t:4732 t:56250 epi:nan +opt_step:112250 lr:0.0003 alpha:0.03139 +2026-02-11 09:25:38 | INFO | PID:1350 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:983.50 total_reward_ma:605.90 loss:-10.1 fps:190.2 +frame:9.10e+05 wall_t:4784 t:56875 epi:nan +opt_step:113500 lr:0.0003 alpha:0.03102 +2026-02-11 09:26:30 | INFO | PID:1350 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:985.25 total_reward_ma:610.02 loss:-9.429 fps:190.2 +frame:9.20e+05 wall_t:4837 t:57500 epi:nan +opt_step:114750 lr:0.0003 alpha:0.02995 +2026-02-11 09:27:22 | INFO | PID:1350 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:978.75 total_reward_ma:613.98 loss:-9.792 fps:190.3 +frame:9.30e+05 wall_t:4888 t:58125 epi:nan +opt_step:116000 lr:0.0003 alpha:0.02974 +2026-02-11 09:28:14 | INFO | PID:1350 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:986.00 total_reward_ma:617.94 loss:-9.858 fps:190.2 +frame:9.40e+05 wall_t:4941 t:58750 epi:nan +opt_step:117250 lr:0.0003 alpha:0.03031 +2026-02-11 09:29:06 | INFO | PID:1350 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:917.25 total_reward_ma:621.09 loss:-9.946 fps:190.3 +frame:9.50e+05 wall_t:4992 t:59375 epi:nan +opt_step:118500 lr:0.0003 alpha:0.02943 +2026-02-11 09:29:58 | INFO | PID:1350 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:924.25 total_reward_ma:624.25 loss:-9.477 fps:190.3 +frame:9.60e+05 wall_t:5044 t:60000 epi:nan +opt_step:119750 lr:0.0003 alpha:0.02873 +2026-02-11 09:30:50 | INFO | PID:1350 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:913.00 total_reward_ma:627.23 loss:-9.824 fps:190.3 +frame:9.70e+05 wall_t:5097 t:60625 epi:nan +opt_step:121000 lr:0.0003 alpha:0.02835 +2026-02-11 09:31:42 | INFO | PID:1350 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:906.25 total_reward_ma:630.07 loss:-9.656 fps:190.3 +frame:9.80e+05 wall_t:5149 t:61250 epi:nan +opt_step:122250 lr:0.0003 alpha:0.02868 +2026-02-11 09:32:34 | INFO | PID:1350 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:914.75 total_reward_ma:632.95 loss:-9.138 fps:190.3 +frame:9.90e+05 wall_t:5201 t:61875 epi:nan +opt_step:123500 lr:0.0003 alpha:0.02731 +2026-02-11 09:33:26 | INFO | PID:1350 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:924.75 total_reward_ma:635.87 loss:-9.192 fps:190.4 +frame:1.00e+06 wall_t:5253 t:62500 epi:nan +opt_step:124750 lr:0.0003 alpha:0.02648 +2026-02-11 09:34:18 | INFO | PID:1350 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:920.75 total_reward_ma:643.60 loss:-9.83 fps:190.4 +frame:1.01e+06 wall_t:5305 t:63125 epi:nan +opt_step:126000 lr:0.0003 alpha:0.02721 +2026-02-11 09:35:10 | INFO | PID:1350 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:953.00 total_reward_ma:651.46 loss:-9.93 fps:190.4 +frame:1.02e+06 wall_t:5356 t:63750 epi:nan +opt_step:127250 lr:0.0003 alpha:0.02649 +2026-02-11 09:36:02 | INFO | PID:1350 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:983.00 total_reward_ma:659.44 loss:-9.338 fps:190.4 +frame:1.03e+06 wall_t:5409 t:64375 epi:nan +opt_step:128500 lr:0.0003 alpha:0.02493 +2026-02-11 09:36:56 | INFO | PID:1350 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:1013.50 total_reward_ma:667.56 loss:-9.676 fps:190.4 +frame:1.04e+06 wall_t:5462 t:65000 epi:nan +opt_step:129750 lr:0.0003 alpha:0.02553 +2026-02-11 09:37:48 | INFO | PID:1350 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:1029.00 total_reward_ma:675.98 loss:-9.266 fps:190.4 +frame:1.05e+06 wall_t:5514 t:65625 epi:nan +opt_step:131000 lr:0.0003 alpha:0.02516 +2026-02-11 09:38:40 | INFO | PID:1350 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:1033.25 total_reward_ma:684.64 loss:-9.233 fps:190.4 +frame:1.06e+06 wall_t:5566 t:66250 epi:nan +opt_step:132250 lr:0.0003 alpha:0.02447 +2026-02-11 09:39:32 | INFO | PID:1350 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:1062.25 total_reward_ma:693.89 loss:-8.978 fps:190.5 +frame:1.07e+06 wall_t:5618 t:66875 epi:nan +opt_step:133500 lr:0.0003 alpha:0.02391 +2026-02-11 09:40:23 | INFO | PID:1350 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:1085.25 total_reward_ma:703.31 loss:-9.211 fps:190.5 +frame:1.08e+06 wall_t:5670 t:67500 epi:nan +opt_step:134750 lr:0.0003 alpha:0.02326 +2026-02-11 09:41:16 | INFO | PID:1350 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:1102.75 total_reward_ma:712.98 loss:-8.995 fps:190.5 +frame:1.09e+06 wall_t:5722 t:68125 epi:nan +opt_step:136000 lr:0.0003 alpha:0.02314 +2026-02-11 09:42:07 | INFO | PID:1350 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:1148.00 total_reward_ma:722.94 loss:-8.852 fps:190.5 +frame:1.10e+06 wall_t:5774 t:68750 epi:nan +opt_step:137250 lr:0.0003 alpha:0.02347 +2026-02-11 09:42:59 | INFO | PID:1350 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:1150.00 total_reward_ma:733.02 loss:-8.825 fps:190.5 +frame:1.11e+06 wall_t:5826 t:69375 epi:nan +opt_step:138500 lr:0.0003 alpha:0.02335 +2026-02-11 09:43:51 | INFO | PID:1350 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:1148.25 total_reward_ma:742.98 loss:-8.816 fps:190.5 +frame:1.12e+06 wall_t:5878 t:70000 epi:nan +opt_step:139750 lr:0.0003 alpha:0.02246 +2026-02-11 09:44:44 | INFO | PID:1350 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:1145.00 total_reward_ma:752.72 loss:-8.534 fps:190.6 +frame:1.13e+06 wall_t:5930 t:70625 epi:nan +opt_step:141000 lr:0.0003 alpha:0.02274 +2026-02-11 09:45:36 | INFO | PID:1350 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:1142.75 total_reward_ma:761.99 loss:-8.305 fps:190.5 +frame:1.14e+06 wall_t:5983 t:71250 epi:nan +opt_step:142250 lr:0.0003 alpha:0.02244 +2026-02-11 09:46:28 | INFO | PID:1350 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:1126.25 total_reward_ma:770.64 loss:-8.131 fps:190.6 +frame:1.15e+06 wall_t:6035 t:71875 epi:nan +opt_step:143500 lr:0.0003 alpha:0.02279 +2026-02-11 09:47:20 | INFO | PID:1350 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:1145.25 total_reward_ma:779.11 loss:-8.114 fps:190.6 +frame:1.16e+06 wall_t:6086 t:72500 epi:nan +opt_step:144750 lr:0.0003 alpha:0.02304 +2026-02-11 09:48:11 | INFO | PID:1350 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:1176.00 total_reward_ma:787.59 loss:-8.198 fps:190.6 +frame:1.17e+06 wall_t:6138 t:73125 epi:nan +opt_step:146000 lr:0.0003 alpha:0.02277 +2026-02-11 09:49:03 | INFO | PID:1350 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:1195.50 total_reward_ma:796.35 loss:-7.948 fps:190.6 +frame:1.18e+06 wall_t:6190 t:73750 epi:nan +opt_step:147250 lr:0.0003 alpha:0.02344 +2026-02-11 09:49:56 | INFO | PID:1350 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:1194.50 total_reward_ma:805.05 loss:-7.66 fps:190.6 +frame:1.19e+06 wall_t:6242 t:74375 epi:nan +opt_step:148500 lr:0.0003 alpha:0.02307 +2026-02-11 09:50:48 | INFO | PID:1350 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:1170.25 total_reward_ma:813.52 loss:-7.91 fps:190.7 +frame:1.20e+06 wall_t:6294 t:75000 epi:nan +opt_step:149750 lr:0.0003 alpha:0.02244 +2026-02-11 09:51:39 | INFO | PID:1350 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:1161.50 total_reward_ma:821.84 loss:-7.574 fps:190.7 +frame:1.21e+06 wall_t:6346 t:75625 epi:nan +opt_step:151000 lr:0.0003 alpha:0.02286 +2026-02-11 09:52:32 | INFO | PID:1350 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:1142.25 total_reward_ma:829.81 loss:-7.675 fps:190.7 +frame:1.22e+06 wall_t:6398 t:76250 epi:nan +opt_step:152250 lr:0.0003 alpha:0.02286 +2026-02-11 09:53:24 | INFO | PID:1350 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:1091.00 total_reward_ma:837.11 loss:-7.557 fps:190.7 +frame:1.23e+06 wall_t:6450 t:76875 epi:nan +opt_step:153500 lr:0.0003 alpha:0.02335 +2026-02-11 09:54:16 | INFO | PID:1350 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:1093.75 total_reward_ma:844.54 loss:-7.447 fps:190.7 +frame:1.24e+06 wall_t:6503 t:77500 epi:nan +opt_step:154750 lr:0.0003 alpha:0.02299 +2026-02-11 09:55:08 | INFO | PID:1350 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:1083.50 total_reward_ma:851.95 loss:-7.469 fps:190.7 +frame:1.25e+06 wall_t:6555 t:78125 epi:nan +opt_step:156000 lr:0.0003 alpha:0.02235 +2026-02-11 09:56:01 | INFO | PID:1350 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:1073.25 total_reward_ma:859.16 loss:-7.132 fps:190.7 +frame:1.26e+06 wall_t:6607 t:78750 epi:nan +opt_step:157250 lr:0.0003 alpha:0.02351 +2026-02-11 09:56:53 | INFO | PID:1350 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:1088.25 total_reward_ma:866.26 loss:-7.337 fps:190.7 +frame:1.27e+06 wall_t:6659 t:79375 epi:nan +opt_step:158500 lr:0.0003 alpha:0.02225 +2026-02-11 09:57:44 | INFO | PID:1350 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:1102.75 total_reward_ma:873.05 loss:-7.397 fps:190.7 +frame:1.28e+06 wall_t:6711 t:80000 epi:nan +opt_step:159750 lr:0.0003 alpha:0.02294 +2026-02-11 09:58:37 | INFO | PID:1350 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:1117.75 total_reward_ma:879.43 loss:-7.236 fps:190.7 +frame:1.29e+06 wall_t:6763 t:80625 epi:nan +opt_step:161000 lr:0.0003 alpha:0.02289 +2026-02-11 09:59:29 | INFO | PID:1350 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:1114.00 total_reward_ma:885.31 loss:-7.336 fps:190.8 +frame:1.30e+06 wall_t:6815 t:81250 epi:nan +opt_step:162250 lr:0.0003 alpha:0.02216 +2026-02-11 10:00:21 | INFO | PID:1350 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:1116.00 total_reward_ma:890.88 loss:-7.281 fps:190.8 +frame:1.31e+06 wall_t:6867 t:81875 epi:nan +opt_step:163500 lr:0.0003 alpha:0.02235 +2026-02-11 10:01:13 | INFO | PID:1350 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:1182.00 total_reward_ma:896.73 loss:-6.987 fps:190.8 +frame:1.32e+06 wall_t:6919 t:82500 epi:nan +opt_step:164750 lr:0.0003 alpha:0.02262 +2026-02-11 10:02:04 | INFO | PID:1350 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:1185.25 total_reward_ma:902.48 loss:-6.708 fps:190.8 +frame:1.33e+06 wall_t:6971 t:83125 epi:nan +opt_step:166000 lr:0.0003 alpha:0.02281 +2026-02-11 10:02:57 | INFO | PID:1350 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:1201.75 total_reward_ma:908.12 loss:-6.869 fps:190.8 +frame:1.34e+06 wall_t:7024 t:83750 epi:nan +opt_step:167250 lr:0.0003 alpha:0.02308 +2026-02-11 10:03:49 | INFO | PID:1350 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:1235.25 total_reward_ma:913.76 loss:-6.868 fps:190.8 +frame:1.35e+06 wall_t:7076 t:84375 epi:nan +opt_step:168500 lr:0.0003 alpha:0.02408 +2026-02-11 10:04:41 | INFO | PID:1350 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:1314.50 total_reward_ma:920.00 loss:-7.308 fps:190.8 +frame:1.36e+06 wall_t:7128 t:85000 epi:nan +opt_step:169750 lr:0.0003 alpha:0.02543 +2026-02-11 10:05:33 | INFO | PID:1350 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:1293.25 total_reward_ma:925.91 loss:-7.125 fps:190.8 +frame:1.37e+06 wall_t:7179 t:85625 epi:nan +opt_step:171000 lr:0.0003 alpha:0.02529 +2026-02-11 10:06:24 | INFO | PID:1350 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:1354.50 total_reward_ma:932.36 loss:-6.895 fps:190.8 +frame:1.38e+06 wall_t:7231 t:86250 epi:nan +opt_step:172250 lr:0.0003 alpha:0.02484 +2026-02-11 10:07:17 | INFO | PID:1350 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:1371.00 total_reward_ma:938.60 loss:-6.816 fps:190.8 +frame:1.39e+06 wall_t:7284 t:86875 epi:nan +opt_step:173500 lr:0.0003 alpha:0.02508 +2026-02-11 10:08:09 | INFO | PID:1350 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:1355.75 total_reward_ma:944.80 loss:-6.996 fps:190.8 +frame:1.40e+06 wall_t:7336 t:87500 epi:nan +opt_step:174750 lr:0.0003 alpha:0.02438 +2026-02-11 10:09:01 | INFO | PID:1350 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:1293.25 total_reward_ma:950.22 loss:-6.971 fps:190.9 +frame:1.41e+06 wall_t:7387 t:88125 epi:nan +opt_step:176000 lr:0.0003 alpha:0.02415 +2026-02-11 10:09:53 | INFO | PID:1350 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:1286.50 total_reward_ma:955.93 loss:-6.581 fps:190.9 +frame:1.42e+06 wall_t:7439 t:88750 epi:nan +opt_step:177250 lr:0.0003 alpha:0.0233 +2026-02-11 10:10:44 | INFO | PID:1350 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:1282.00 total_reward_ma:961.42 loss:-6.763 fps:190.9 +frame:1.43e+06 wall_t:7490 t:89375 epi:nan +opt_step:178500 lr:0.0003 alpha:0.02274 +2026-02-11 10:11:36 | INFO | PID:1350 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:1300.75 total_reward_ma:966.93 loss:-6.893 fps:190.9 +frame:1.44e+06 wall_t:7542 t:90000 epi:nan +opt_step:179750 lr:0.0003 alpha:0.02359 +2026-02-11 10:12:27 | INFO | PID:1350 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:1297.25 total_reward_ma:972.47 loss:-6.526 fps:190.9 +frame:1.45e+06 wall_t:7594 t:90625 epi:nan +opt_step:181000 lr:0.0003 alpha:0.02406 +2026-02-11 10:13:19 | INFO | PID:1350 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:1323.25 total_reward_ma:978.36 loss:-6.684 fps:190.9 +frame:1.46e+06 wall_t:7646 t:91250 epi:nan +opt_step:182250 lr:0.0003 alpha:0.02388 +2026-02-11 10:14:11 | INFO | PID:1350 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:1387.00 total_reward_ma:984.85 loss:-6.753 fps:191 +frame:1.47e+06 wall_t:7697 t:91875 epi:nan +opt_step:183500 lr:0.0003 alpha:0.02476 +2026-02-11 10:15:03 | INFO | PID:1350 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:1356.25 total_reward_ma:991.20 loss:-6.329 fps:191 +frame:1.48e+06 wall_t:7749 t:92500 epi:nan +opt_step:184750 lr:0.0003 alpha:0.024 +2026-02-11 10:15:55 | INFO | PID:1350 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:1382.50 total_reward_ma:997.95 loss:-6.892 fps:191 +frame:1.49e+06 wall_t:7801 t:93125 epi:nan +opt_step:186000 lr:0.0003 alpha:0.02525 +2026-02-11 10:16:47 | INFO | PID:1350 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:1548.50 total_reward_ma:1006.39 loss:-6.381 fps:191 +frame:1.50e+06 wall_t:7853 t:93750 epi:nan +opt_step:187250 lr:0.0003 alpha:0.02506 +2026-02-11 10:17:38 | INFO | PID:1350 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:1565.75 total_reward_ma:1015.13 loss:-6.586 fps:191 +frame:1.51e+06 wall_t:7905 t:94375 epi:nan +opt_step:188500 lr:0.0003 alpha:0.02612 +2026-02-11 10:18:30 | INFO | PID:1350 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:1658.00 total_reward_ma:1025.01 loss:-6.662 fps:191 +frame:1.52e+06 wall_t:7957 t:95000 epi:nan +opt_step:189750 lr:0.0003 alpha:0.02646 +2026-02-11 10:19:23 | INFO | PID:1350 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:1778.75 total_reward_ma:1035.92 loss:-7.162 fps:191 +frame:1.53e+06 wall_t:8009 t:95625 epi:nan +opt_step:191000 lr:0.0003 alpha:0.02677 +2026-02-11 10:20:15 | INFO | PID:1350 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:1921.25 total_reward_ma:1048.43 loss:-7.464 fps:191 +frame:1.54e+06 wall_t:8062 t:96250 epi:nan +opt_step:192250 lr:0.0003 alpha:0.02672 +2026-02-11 10:21:07 | INFO | PID:1350 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:2031.75 total_reward_ma:1061.98 loss:-6.993 fps:191.1 +frame:1.55e+06 wall_t:8113 t:96875 epi:nan +opt_step:193500 lr:0.0003 alpha:0.02606 +2026-02-11 10:21:59 | INFO | PID:1350 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:2145.25 total_reward_ma:1076.69 loss:-7.024 fps:191.1 +frame:1.56e+06 wall_t:8165 t:97500 epi:nan +opt_step:194750 lr:0.0003 alpha:0.02622 +2026-02-11 10:22:50 | INFO | PID:1350 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:2145.00 total_reward_ma:1091.22 loss:-7.362 fps:191.1 +frame:1.57e+06 wall_t:8217 t:98125 epi:nan +opt_step:196000 lr:0.0003 alpha:0.02775 +2026-02-11 10:23:42 | INFO | PID:1350 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:2242.25 total_reward_ma:1106.49 loss:-7.811 fps:191.1 +frame:1.58e+06 wall_t:8268 t:98750 epi:nan +opt_step:197250 lr:0.0003 alpha:0.02876 +2026-02-11 10:24:33 | INFO | PID:1350 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:2303.75 total_reward_ma:1122.17 loss:-7.908 fps:191.1 +frame:1.59e+06 wall_t:8320 t:99375 epi:nan +opt_step:198500 lr:0.0003 alpha:0.02968 +2026-02-11 10:25:26 | INFO | PID:1350 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:2349.00 total_reward_ma:1138.21 loss:-8.452 fps:191.1 +frame:1.60e+06 wall_t:8373 t:100000 epi:nan +opt_step:199750 lr:0.0003 alpha:0.03073 +2026-02-11 10:26:18 | INFO | PID:1350 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:2308.00 total_reward_ma:1153.70 loss:-7.972 fps:191.1 +frame:1.61e+06 wall_t:8424 t:100625 epi:nan +opt_step:201000 lr:0.0003 alpha:0.03292 +2026-02-11 10:27:10 | INFO | PID:1350 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:2438.50 total_reward_ma:1170.36 loss:-8.385 fps:191.1 +frame:1.62e+06 wall_t:8476 t:101250 epi:nan +opt_step:202250 lr:0.0003 alpha:0.03422 +2026-02-11 10:28:02 | INFO | PID:1350 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:2338.00 total_reward_ma:1185.92 loss:-8.393 fps:191.1 +frame:1.63e+06 wall_t:8528 t:101875 epi:nan +opt_step:203500 lr:0.0003 alpha:0.0363 +2026-02-11 10:28:54 | INFO | PID:1350 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:2415.75 total_reward_ma:1202.12 loss:-9.114 fps:191.1 +frame:1.64e+06 wall_t:8580 t:102500 epi:nan +opt_step:204750 lr:0.0003 alpha:0.03988 +2026-02-11 10:29:46 | INFO | PID:1350 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:2466.50 total_reward_ma:1218.76 loss:-10.3 fps:191.1 +frame:1.65e+06 wall_t:8632 t:103125 epi:nan +opt_step:206000 lr:0.0003 alpha:0.04071 +2026-02-11 10:30:38 | INFO | PID:1350 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:2410.50 total_reward_ma:1234.70 loss:-10.96 fps:191.1 +frame:1.66e+06 wall_t:8685 t:103750 epi:nan +opt_step:207250 lr:0.0003 alpha:0.04297 +2026-02-11 10:31:30 | INFO | PID:1350 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:2476.75 total_reward_ma:1251.17 loss:-11.35 fps:191.2 +frame:1.67e+06 wall_t:8736 t:104375 epi:nan +opt_step:208500 lr:0.0003 alpha:0.04515 +2026-02-11 10:32:22 | INFO | PID:1350 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:2487.50 total_reward_ma:1267.64 loss:-11.84 fps:191.2 +frame:1.68e+06 wall_t:8788 t:105000 epi:nan +opt_step:209750 lr:0.0003 alpha:0.04711 +2026-02-11 10:33:13 | INFO | PID:1350 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:2568.50 total_reward_ma:1285.05 loss:-12.67 fps:191.2 +frame:1.69e+06 wall_t:8840 t:105625 epi:nan +opt_step:211000 lr:0.0003 alpha:0.05002 +2026-02-11 10:34:06 | INFO | PID:1350 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:2572.25 total_reward_ma:1302.47 loss:-13.56 fps:191.2 +frame:1.70e+06 wall_t:8892 t:106250 epi:nan +opt_step:212250 lr:0.0003 alpha:0.05444 +2026-02-11 10:34:59 | INFO | PID:1350 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:2492.25 total_reward_ma:1318.94 loss:-13.69 fps:191.2 +frame:1.71e+06 wall_t:8945 t:106875 epi:nan +opt_step:213500 lr:0.0003 alpha:0.0604 +2026-02-11 10:35:51 | INFO | PID:1350 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:2472.25 total_reward_ma:1335.23 loss:-14.96 fps:191.2 +frame:1.72e+06 wall_t:8998 t:107500 epi:nan +opt_step:214750 lr:0.0003 alpha:0.0644 +2026-02-11 10:36:44 | INFO | PID:1350 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:2377.00 total_reward_ma:1350.55 loss:-17.78 fps:191.2 +frame:1.73e+06 wall_t:9050 t:108125 epi:nan +opt_step:216000 lr:0.0003 alpha:0.07101 +2026-02-11 10:37:35 | INFO | PID:1350 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:2208.75 total_reward_ma:1364.33 loss:-19.35 fps:191.2 +frame:1.74e+06 wall_t:9102 t:108750 epi:nan +opt_step:217250 lr:0.0003 alpha:0.07496 +2026-02-11 10:38:27 | INFO | PID:1350 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:2097.00 total_reward_ma:1377.20 loss:-19.48 fps:191.2 +frame:1.75e+06 wall_t:9154 t:109375 epi:nan +opt_step:218500 lr:0.0003 alpha:0.08332 +2026-02-11 10:39:19 | INFO | PID:1350 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:1863.00 total_reward_ma:1387.85 loss:-21.44 fps:191.2 +frame:1.76e+06 wall_t:9206 t:110000 epi:nan +opt_step:219750 lr:0.0003 alpha:0.08626 +2026-02-11 10:40:12 | INFO | PID:1350 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:1589.75 total_reward_ma:1395.97 loss:-24.07 fps:191.2 +frame:1.77e+06 wall_t:9258 t:110625 epi:nan +opt_step:221000 lr:0.0003 alpha:0.0877 +2026-02-11 10:41:03 | INFO | PID:1350 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:1341.75 total_reward_ma:1401.62 loss:-22.61 fps:191.2 +frame:1.78e+06 wall_t:9310 t:111250 epi:nan +opt_step:222250 lr:0.0003 alpha:0.08569 +2026-02-11 10:41:56 | INFO | PID:1350 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:1279.25 total_reward_ma:1406.89 loss:-24.59 fps:191.2 +frame:1.79e+06 wall_t:9362 t:111875 epi:nan +opt_step:223500 lr:0.0003 alpha:0.08391 +2026-02-11 10:42:48 | INFO | PID:1350 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:1182.25 total_reward_ma:1411.07 loss:-26.99 fps:191.2 +frame:1.80e+06 wall_t:9414 t:112500 epi:nan +opt_step:224750 lr:0.0003 alpha:0.08545 +2026-02-11 10:43:40 | INFO | PID:1350 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:1054.75 total_reward_ma:1414.04 loss:-27.29 fps:191.2 +frame:1.81e+06 wall_t:9466 t:113125 epi:nan +opt_step:226000 lr:0.0003 alpha:0.08206 +2026-02-11 10:44:33 | INFO | PID:1350 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:992.25 total_reward_ma:1415.96 loss:-31.32 fps:191.2 +frame:1.82e+06 wall_t:9519 t:113750 epi:nan +opt_step:227250 lr:0.0003 alpha:0.08483 +2026-02-11 10:45:25 | INFO | PID:1350 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:993.50 total_reward_ma:1417.47 loss:-30.1 fps:191.2 +frame:1.83e+06 wall_t:9572 t:114375 epi:nan +opt_step:228500 lr:0.0003 alpha:0.08284 +2026-02-11 10:46:17 | INFO | PID:1350 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:1030.25 total_reward_ma:1418.88 loss:-29.64 fps:191.2 +frame:1.84e+06 wall_t:9623 t:115000 epi:nan +opt_step:229750 lr:0.0003 alpha:0.08353 +2026-02-11 10:47:08 | INFO | PID:1350 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:1098.75 total_reward_ma:1420.80 loss:-28.49 fps:191.2 +frame:1.85e+06 wall_t:9675 t:115625 epi:nan +opt_step:231000 lr:0.0003 alpha:0.08182 +2026-02-11 10:48:00 | INFO | PID:1350 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:1271.00 total_reward_ma:1424.08 loss:-31.55 fps:191.2 +frame:1.86e+06 wall_t:9726 t:116250 epi:nan +opt_step:232250 lr:0.0003 alpha:0.08132 +2026-02-11 10:48:52 | INFO | PID:1350 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:1496.50 total_reward_ma:1429.29 loss:-30.28 fps:191.2 +frame:1.87e+06 wall_t:9779 t:116875 epi:nan +opt_step:233500 lr:0.0003 alpha:0.07879 +2026-02-11 10:49:44 | INFO | PID:1350 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:1680.00 total_reward_ma:1436.06 loss:-29.28 fps:191.2 +frame:1.88e+06 wall_t:9831 t:117500 epi:nan +opt_step:234750 lr:0.0003 alpha:0.07385 +2026-02-11 10:50:36 | INFO | PID:1350 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:1846.25 total_reward_ma:1444.65 loss:-29.33 fps:191.2 +frame:1.89e+06 wall_t:9883 t:118125 epi:nan +opt_step:236000 lr:0.0003 alpha:0.0734 +2026-02-11 10:51:28 | INFO | PID:1350 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:2096.75 total_reward_ma:1455.79 loss:-28.93 fps:191.2 +frame:1.90e+06 wall_t:9935 t:118750 epi:nan +opt_step:237250 lr:0.0003 alpha:0.07063 +2026-02-11 10:52:22 | INFO | PID:1350 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:2124.00 total_reward_ma:1467.19 loss:-30.25 fps:191.2 +frame:1.91e+06 wall_t:9989 t:119375 epi:nan +opt_step:238500 lr:0.0003 alpha:0.06911 +2026-02-11 10:53:13 | INFO | PID:1350 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:2447.50 total_reward_ma:1481.82 loss:-28.99 fps:191.2 +frame:1.92e+06 wall_t:10040 t:120000 epi:nan +opt_step:239750 lr:0.0003 alpha:0.06519 +2026-02-11 10:54:06 | INFO | PID:1350 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:2435.25 total_reward_ma:1496.38 loss:-27.36 fps:191.2 +frame:1.93e+06 wall_t:10092 t:120625 epi:nan +opt_step:241000 lr:0.0003 alpha:0.06284 +2026-02-11 10:54:57 | INFO | PID:1350 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:2656.50 total_reward_ma:1513.09 loss:-25.55 fps:191.2 +frame:1.94e+06 wall_t:10144 t:121250 epi:nan +opt_step:242250 lr:0.0003 alpha:0.06095 +2026-02-11 10:55:49 | INFO | PID:1350 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:2763.50 total_reward_ma:1531.55 loss:-27.5 fps:191.3 +frame:1.95e+06 wall_t:10196 t:121875 epi:nan +opt_step:243500 lr:0.0003 alpha:0.05852 +2026-02-11 10:56:42 | INFO | PID:1350 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:2818.50 total_reward_ma:1550.49 loss:-26.74 fps:191.3 +frame:1.96e+06 wall_t:10248 t:122500 epi:nan +opt_step:244750 lr:0.0003 alpha:0.0567 +2026-02-11 10:57:34 | INFO | PID:1350 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:2650.00 total_reward_ma:1567.86 loss:-25.63 fps:191.3 +frame:1.97e+06 wall_t:10300 t:123125 epi:nan +opt_step:246000 lr:0.0003 alpha:0.05402 +2026-02-11 10:58:26 | INFO | PID:1350 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:2686.00 total_reward_ma:1585.66 loss:-25.34 fps:191.2 +frame:1.98e+06 wall_t:10353 t:123750 epi:nan +opt_step:247250 lr:0.0003 alpha:0.05288 +2026-02-11 10:59:18 | INFO | PID:1350 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:2857.50 total_reward_ma:1605.09 loss:-24.51 fps:191.3 +frame:1.99e+06 wall_t:10405 t:124375 epi:nan +opt_step:248500 lr:0.0003 alpha:0.05053 +2026-02-11 11:00:05 | INFO | PID:1350 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:3019.75 total_reward_ma:1626.04 loss:-23.75 fps:191.4 +frame:2.00e+06 wall_t:10452 t:125000 epi:nan +opt_step:249750 lr:0.0003 alpha:0.05001 +2026-02-11 11:00:06 | INFO | PID:1350 | slm_lab.lib.logger:info | Session 3 done diff --git a/data/sac_atari_qbert_2026_02_11_080545/sac_atari_qbert_spec.json b/data/sac_atari_qbert_2026_02_11_080545/sac_atari_qbert_spec.json new file mode 100644 index 0000000000000000000000000000000000000000..5d93c7e1b17fc34fc964f9eaa0385fde3e493111 --- /dev/null +++ b/data/sac_atari_qbert_2026_02_11_080545/sac_atari_qbert_spec.json @@ -0,0 +1,98 @@ +{ + "agent": { + "name": "SoftActorCritic", + "algorithm": { + "name": "SoftActorCritic", + "action_pdtype": "Categorical", + "action_policy": "default", + "gamma": 0.99, + "training_start_step": 2000, + "training_frequency": 4, + "training_iter": 2 + }, + "memory": { + "name": "Replay", + "batch_size": 256, + "max_size": 200000, + "use_cer": false + }, + "net": { + "type": "ConvNet", + "shared": false, + "conv_hid_layers": [ + [ + 32, + 8, + 4, + 0, + 1 + ], + [ + 64, + 4, + 2, + 0, + 1 + ], + [ + 64, + 3, + 1, + 0, + 1 + ] + ], + "fc_hid_layers": [ + 512 + ], + "hid_layers_activation": "relu", + "init_fn": "orthogonal_", + "normalize": true, + "batch_norm": false, + "clip_grad_val": 0.5, + "use_same_optim": false, + "loss_spec": { + "name": "SmoothL1Loss" + }, + "optim_spec": { + "name": "AdamW", + "lr": 0.0003, + "eps": 0.0001 + }, + "update_type": "polyak", + "update_frequency": 1, + "polyak_coef": 0.005, + "gpu": "auto" + } + }, + "env": { + "name": "ALE/Qbert-v5", + "num_envs": 16, + "max_t": null, + "max_frame": 2000000, + "life_loss_info": true + }, + "meta": { + "distributed": false, + "eval_frequency": 10000, + "log_frequency": 10000, + "max_session": 4, + "max_trial": 1, + "rigorous_eval": 0, + "experiment": 0, + "trial": 0, + "session": -1, + "cuda_offset": 0, + "resume": false, + "experiment_ts": "2026_02_11_080545", + "prepath": "data/sac_atari_qbert_2026_02_11_080545/sac_atari_qbert_t0", + "git_sha": "unknown", + "random_seed": null, + "predir": "data/sac_atari_qbert_2026_02_11_080545", + "graph_prepath": "data/sac_atari_qbert_2026_02_11_080545/graph/sac_atari_qbert_t0", + "info_prepath": "data/sac_atari_qbert_2026_02_11_080545/info/sac_atari_qbert_t0", + "log_prepath": "data/sac_atari_qbert_2026_02_11_080545/log/sac_atari_qbert_t0", + "model_prepath": "data/sac_atari_qbert_2026_02_11_080545/model/sac_atari_qbert_t0" + }, + "name": "sac_atari_qbert" +} \ No newline at end of file diff --git a/data/sac_atari_qbert_2026_02_11_080545/sac_atari_qbert_t0_spec.json b/data/sac_atari_qbert_2026_02_11_080545/sac_atari_qbert_t0_spec.json new file mode 100644 index 0000000000000000000000000000000000000000..5d93c7e1b17fc34fc964f9eaa0385fde3e493111 --- /dev/null +++ b/data/sac_atari_qbert_2026_02_11_080545/sac_atari_qbert_t0_spec.json @@ -0,0 +1,98 @@ +{ + "agent": { + "name": "SoftActorCritic", + "algorithm": { + "name": "SoftActorCritic", + "action_pdtype": "Categorical", + "action_policy": "default", + "gamma": 0.99, + "training_start_step": 2000, + "training_frequency": 4, + "training_iter": 2 + }, + "memory": { + "name": "Replay", + "batch_size": 256, + "max_size": 200000, + "use_cer": false + }, + "net": { + "type": "ConvNet", + "shared": false, + "conv_hid_layers": [ + [ + 32, + 8, + 4, + 0, + 1 + ], + [ + 64, + 4, + 2, + 0, + 1 + ], + [ + 64, + 3, + 1, + 0, + 1 + ] + ], + "fc_hid_layers": [ + 512 + ], + "hid_layers_activation": "relu", + "init_fn": "orthogonal_", + "normalize": true, + "batch_norm": false, + "clip_grad_val": 0.5, + "use_same_optim": false, + "loss_spec": { + "name": "SmoothL1Loss" + }, + "optim_spec": { + "name": "AdamW", + "lr": 0.0003, + "eps": 0.0001 + }, + "update_type": "polyak", + "update_frequency": 1, + "polyak_coef": 0.005, + "gpu": "auto" + } + }, + "env": { + "name": "ALE/Qbert-v5", + "num_envs": 16, + "max_t": null, + "max_frame": 2000000, + "life_loss_info": true + }, + "meta": { + "distributed": false, + "eval_frequency": 10000, + "log_frequency": 10000, + "max_session": 4, + "max_trial": 1, + "rigorous_eval": 0, + "experiment": 0, + "trial": 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+ "max_strength": 5418.4375, + "final_strength": 4474.875, + "sample_efficiency": 8.410704595007701e-07, + "training_efficiency": 4.487978003453463e-06, + "stability": 0.9876841306686401, + "consistency": 0.47989600896835327 +} \ No newline at end of file diff --git a/data/sac_atari_qbert_2026_02_12_233409/log/sac_atari_qbert_t0.log b/data/sac_atari_qbert_2026_02_12_233409/log/sac_atari_qbert_t0.log new file mode 100644 index 0000000000000000000000000000000000000000..81c803ae04eecaf96fdd079edc9ba50e62f4744a --- /dev/null +++ b/data/sac_atari_qbert_2026_02_12_233409/log/sac_atari_qbert_t0.log @@ -0,0 +1,5 @@ +2026-02-13 03:52:51 | INFO | PID:1226 | slm_lab.lib.logger:info | trial_metrics: frame:2.00e+06 | total_reward_ma:3610.48 | strength:2099 | max_strength:5418 | final_strength:4475 | sample_efficiency:8.411e-07 | training_efficiency:4.488e-06 | stability:0.9877 | consistency:0.4799 +2026-02-13 03:52:51 | INFO | PID:1226 | slm_lab.lib.logger:info | Trial 0 done +2026-02-13 03:52:51 | INFO | PID:1226 | slm_lab.cli.main:run_spec | Output: data/sac_atari_qbert_2026_02_12_233409 +2026-02-13 03:52:51 | INFO | PID:1226 | slm_lab.lib.hf:cleanup_models | Cleanup saved 309.2 MB +2026-02-13 03:52:52 | INFO | PID:1226 | slm_lab.lib.hf:upload | Uploading data/sac_atari_qbert_2026_02_12_233409 to SLM-Lab/benchmark-dev/data/sac_atari_qbert_2026_02_12_233409... diff --git a/data/sac_atari_qbert_2026_02_12_233409/log/sac_atari_qbert_t0_s0.log b/data/sac_atari_qbert_2026_02_12_233409/log/sac_atari_qbert_t0_s0.log new file mode 100644 index 0000000000000000000000000000000000000000..851d2aa504b8857598cd326acba61914f6484fd5 --- /dev/null +++ b/data/sac_atari_qbert_2026_02_12_233409/log/sac_atari_qbert_t0_s0.log @@ -0,0 +1,982 @@ +2026-02-12 23:34:14 | INFO | PID:1357 | slm_lab.env:_make_vector_env | AtariVectorEnv: 16 envs, native preprocessing +2026-02-12 23:34:57 | INFO | PID:1357 | slm_lab.lib.perf:log_perf_setup | Performance setup: +Platform: GPU NVIDIA RTX A4500 (compute 8.6) +• GPU cuDNN benchmark: enabled +• GPU memory management: enabled +• GPU TF32 acceleration: enabled +2026-02-12 23:34:57 | INFO | PID:1357 | slm_lab.lib.logger:info | SoftActorCritic: +algorithm_spec: + name: SoftActorCritic + action_pdtype: Categorical + action_policy: default + gamma: 0.99 + training_start_step: 1000 + training_frequency: 4 + training_iter: 3 +name: SoftActorCritic +memory_spec: + name: Replay + batch_size: 256 + max_size: 200000 + use_cer: false +action_pdtype: Categorical +training_iter: 3 +training_start_step: 1000 +policy_delay: 1 +entropy_penalty_coef: 0.0 +gamma: 0.99 +training_frequency: 4 +to_train: 0 +_train_step: 0 +shared: False +net: (device:cuda:0) ConvNet( + (conv_model): Sequential( + (0): Conv2d(4, 32, kernel_size=(8, 8), stride=(4, 4)) + (1): ReLU() + (2): Conv2d(32, 64, kernel_size=(4, 4), stride=(2, 2)) + (3): ReLU() + (4): Conv2d(64, 64, kernel_size=(3, 3), stride=(1, 1)) + (5): ReLU() + ) + (fc_model): Sequential( + (0): Linear(in_features=3136, out_features=512, bias=True) + (1): ReLU() + ) + (tails): Sequential( + (0): Linear(in_features=512, out_features=6, bias=True) + ) + (loss_fn): SmoothL1Loss() +) +optim: AdamW ( +Parameter Group 0 + amsgrad: False + betas: (0.9, 0.999) + capturable: False + decoupled_weight_decay: True + differentiable: False + eps: 0.0001 + foreach: None + fused: None + lr: 0.0003 + maximize: False + weight_decay: 0.01 +) +q1_net: (device:cuda:0) ConvNet( + (conv_model): Sequential( + (0): Conv2d(4, 32, kernel_size=(8, 8), stride=(4, 4)) + (1): ReLU() + (2): Conv2d(32, 64, kernel_size=(4, 4), stride=(2, 2)) + (3): ReLU() + (4): Conv2d(64, 64, kernel_size=(3, 3), stride=(1, 1)) + (5): ReLU() + ) + (fc_model): Sequential( + (0): Linear(in_features=3136, out_features=512, bias=True) + (1): ReLU() + ) + (tails): Sequential( + (0): Linear(in_features=512, out_features=6, bias=True) + ) + (loss_fn): SmoothL1Loss() +) +target_q1_net: (device:cuda:0) ConvNet( + (conv_model): Sequential( + (0): Conv2d(4, 32, kernel_size=(8, 8), stride=(4, 4)) + (1): ReLU() + (2): Conv2d(32, 64, kernel_size=(4, 4), stride=(2, 2)) + (3): ReLU() + (4): Conv2d(64, 64, kernel_size=(3, 3), stride=(1, 1)) + (5): ReLU() + ) + (fc_model): Sequential( + (0): Linear(in_features=3136, out_features=512, bias=True) + (1): ReLU() + ) + (tails): Sequential( + (0): Linear(in_features=512, out_features=6, bias=True) + ) + (loss_fn): SmoothL1Loss() +) +q1_optim: AdamW ( +Parameter Group 0 + amsgrad: False + betas: (0.9, 0.999) + capturable: False + decoupled_weight_decay: True + differentiable: False + eps: 0.0001 + foreach: None + fused: None + lr: 0.0003 + maximize: False + weight_decay: 0.01 +) +q2_net: (device:cuda:0) ConvNet( + (conv_model): Sequential( + (0): Conv2d(4, 32, kernel_size=(8, 8), stride=(4, 4)) + (1): ReLU() + (2): Conv2d(32, 64, kernel_size=(4, 4), stride=(2, 2)) + (3): ReLU() + (4): Conv2d(64, 64, kernel_size=(3, 3), stride=(1, 1)) + (5): ReLU() + ) + (fc_model): Sequential( + (0): Linear(in_features=3136, out_features=512, bias=True) + (1): ReLU() + ) + (tails): Sequential( + (0): Linear(in_features=512, out_features=6, bias=True) + ) + (loss_fn): SmoothL1Loss() +) +target_q2_net: (device:cuda:0) ConvNet( + (conv_model): Sequential( + (0): Conv2d(4, 32, kernel_size=(8, 8), stride=(4, 4)) + (1): ReLU() + (2): Conv2d(32, 64, kernel_size=(4, 4), stride=(2, 2)) + (3): ReLU() + (4): Conv2d(64, 64, kernel_size=(3, 3), stride=(1, 1)) + (5): ReLU() + ) + (fc_model): Sequential( + (0): Linear(in_features=3136, out_features=512, bias=True) + (1): ReLU() + ) + (tails): Sequential( + (0): Linear(in_features=512, out_features=6, bias=True) + ) + (loss_fn): SmoothL1Loss() +) +q2_optim: AdamW ( +Parameter Group 0 + amsgrad: False + betas: (0.9, 0.999) + capturable: False + decoupled_weight_decay: True + differentiable: False + eps: 0.0001 + foreach: None + fused: None + lr: 0.0003 + maximize: False + weight_decay: 0.01 +) +net_names: ['net', 'q1_net', 'target_q1_net', 'q2_net', 'target_q2_net'] +target_entropy: 1.0750556815368328 +log_alpha: tensor([0.], device='cuda:0', requires_grad=True) +alpha: tensor([1.], device='cuda:0') +alpha_optim: AdamW ( +Parameter Group 0 + amsgrad: False + betas: (0.9, 0.999) + capturable: False + decoupled_weight_decay: True + differentiable: False + eps: 0.0001 + foreach: None + fused: None + lr: 0.0003 + maximize: False + weight_decay: 0.01 +) +2026-02-12 23:36:08 | INFO | PID:1357 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:126.09 total_reward_ma:126.09 loss:-12.86 fps:90.09 +frame:1.00e+04 wall_t:111 t:625 epi:nan +opt_step:1689 lr:0.0003 alpha:0.6312 +2026-02-12 23:37:26 | INFO | PID:1357 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:137.50 total_reward_ma:131.79 loss:-18.49 fps:105.8 +frame:2.00e+04 wall_t:189 t:1250 epi:nan +opt_step:3564 lr:0.0003 alpha:0.4037 +2026-02-12 23:38:44 | INFO | PID:1357 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:152.13 total_reward_ma:138.57 loss:-21.39 fps:112.4 +frame:3.00e+04 wall_t:267 t:1875 epi:nan +opt_step:5439 lr:0.0003 alpha:0.2644 +2026-02-12 23:40:03 | INFO | PID:1357 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:177.25 total_reward_ma:148.24 loss:-22.45 fps:115.6 +frame:4.00e+04 wall_t:346 t:2500 epi:nan +opt_step:7314 lr:0.0003 alpha:0.1747 +2026-02-12 23:41:21 | INFO | PID:1357 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:180.00 total_reward_ma:154.59 loss:-21.57 fps:117.9 +frame:5.00e+04 wall_t:424 t:3125 epi:nan +opt_step:9189 lr:0.0003 alpha:0.1159 +2026-02-12 23:42:40 | INFO | PID:1357 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:168.75 total_reward_ma:156.95 loss:-21.33 fps:119.3 +frame:6.00e+04 wall_t:503 t:3750 epi:nan +opt_step:11064 lr:0.0003 alpha:0.07714 +2026-02-12 23:43:59 | INFO | PID:1357 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:155.75 total_reward_ma:156.78 loss:-19.64 fps:120.3 +frame:7.00e+04 wall_t:582 t:4375 epi:nan +opt_step:12939 lr:0.0003 alpha:0.05163 +2026-02-12 23:45:18 | INFO | PID:1357 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:163.50 total_reward_ma:157.62 loss:-18.67 fps:121 +frame:8.00e+04 wall_t:661 t:5000 epi:nan +opt_step:14814 lr:0.0003 alpha:0.035 +2026-02-12 23:46:36 | INFO | PID:1357 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:190.00 total_reward_ma:161.22 loss:-16.55 fps:121.8 +frame:9.00e+04 wall_t:739 t:5625 epi:nan +opt_step:16689 lr:0.0003 alpha:0.02466 +2026-02-12 23:47:54 | INFO | PID:1357 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:244.25 total_reward_ma:169.52 loss:-16.39 fps:122.4 +frame:1.00e+05 wall_t:817 t:6250 epi:nan +opt_step:18564 lr:0.0003 alpha:0.01763 +2026-02-12 23:49:13 | INFO | PID:1357 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:294.00 total_reward_ma:180.84 loss:-15.14 fps:122.9 +frame:1.10e+05 wall_t:895 t:6875 epi:nan +opt_step:20439 lr:0.0003 alpha:0.01361 +2026-02-12 23:50:31 | INFO | PID:1357 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:318.75 total_reward_ma:192.33 loss:-14.05 fps:123.3 +frame:1.20e+05 wall_t:973 t:7500 epi:nan +opt_step:22314 lr:0.0003 alpha:0.01125 +2026-02-12 23:51:48 | INFO | PID:1357 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:351.00 total_reward_ma:204.54 loss:-13.26 fps:123.7 +frame:1.30e+05 wall_t:1051 t:8125 epi:nan +opt_step:24189 lr:0.0003 alpha:0.01057 +2026-02-12 23:53:06 | INFO | PID:1357 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:373.00 total_reward_ma:216.57 loss:-12.49 fps:124 +frame:1.40e+05 wall_t:1129 t:8750 epi:nan +opt_step:26064 lr:0.0003 alpha:0.01178 +2026-02-12 23:54:25 | INFO | PID:1357 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:400.75 total_reward_ma:228.85 loss:-11.74 fps:124.2 +frame:1.50e+05 wall_t:1208 t:9375 epi:nan +opt_step:27939 lr:0.0003 alpha:0.01143 +2026-02-12 23:55:43 | INFO | PID:1357 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:431.75 total_reward_ma:241.53 loss:-11.37 fps:124.4 +frame:1.60e+05 wall_t:1286 t:10000 epi:nan +opt_step:29814 lr:0.0003 alpha:0.01255 +2026-02-12 23:57:01 | INFO | PID:1357 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:459.00 total_reward_ma:254.32 loss:-10.65 fps:124.6 +frame:1.70e+05 wall_t:1364 t:10625 epi:nan +opt_step:31689 lr:0.0003 alpha:0.01235 +2026-02-12 23:58:19 | INFO | PID:1357 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:470.50 total_reward_ma:266.33 loss:-10.41 fps:124.8 +frame:1.80e+05 wall_t:1442 t:11250 epi:nan +opt_step:33564 lr:0.0003 alpha:0.01237 +2026-02-12 23:59:38 | INFO | PID:1357 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:481.00 total_reward_ma:277.63 loss:-10.04 fps:124.9 +frame:1.90e+05 wall_t:1521 t:11875 epi:nan +opt_step:35439 lr:0.0003 alpha:0.01236 +2026-02-13 00:00:55 | INFO | PID:1357 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:496.50 total_reward_ma:288.57 loss:-9.678 fps:125.2 +frame:2.00e+05 wall_t:1598 t:12500 epi:nan +opt_step:37314 lr:0.0003 alpha:0.01248 +2026-02-13 00:02:13 | INFO | PID:1357 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:519.00 total_reward_ma:299.55 loss:-9.6 fps:125.3 +frame:2.10e+05 wall_t:1676 t:13125 epi:nan +opt_step:39189 lr:0.0003 alpha:0.01354 +2026-02-13 00:03:32 | INFO | PID:1357 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:537.75 total_reward_ma:310.37 loss:-8.529 fps:125.4 +frame:2.20e+05 wall_t:1755 t:13750 epi:nan +opt_step:41064 lr:0.0003 alpha:0.01435 +2026-02-13 00:04:50 | INFO | PID:1357 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:560.75 total_reward_ma:321.26 loss:-8.714 fps:125.5 +frame:2.30e+05 wall_t:1833 t:14375 epi:nan +opt_step:42939 lr:0.0003 alpha:0.01673 +2026-02-13 00:06:09 | INFO | PID:1357 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:580.50 total_reward_ma:332.06 loss:-8.576 fps:125.5 +frame:2.40e+05 wall_t:1912 t:15000 epi:nan +opt_step:44814 lr:0.0003 alpha:0.01787 +2026-02-13 00:07:27 | INFO | PID:1357 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:630.25 total_reward_ma:343.99 loss:-8.319 fps:125.6 +frame:2.50e+05 wall_t:1990 t:15625 epi:nan +opt_step:46689 lr:0.0003 alpha:0.01881 +2026-02-13 00:08:44 | INFO | PID:1357 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:634.50 total_reward_ma:355.16 loss:-8.517 fps:125.8 +frame:2.60e+05 wall_t:2067 t:16250 epi:nan +opt_step:48564 lr:0.0003 alpha:0.0201 +2026-02-13 00:10:03 | INFO | PID:1357 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:655.25 total_reward_ma:366.28 loss:-8.548 fps:125.8 +frame:2.70e+05 wall_t:2146 t:16875 epi:nan +opt_step:50439 lr:0.0003 alpha:0.01936 +2026-02-13 00:11:21 | INFO | PID:1357 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:666.75 total_reward_ma:377.01 loss:-8.203 fps:125.9 +frame:2.80e+05 wall_t:2224 t:17500 epi:nan +opt_step:52314 lr:0.0003 alpha:0.01932 +2026-02-13 00:12:39 | INFO | PID:1357 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:684.50 total_reward_ma:387.61 loss:-7.82 fps:126 +frame:2.90e+05 wall_t:2302 t:18125 epi:nan +opt_step:54189 lr:0.0003 alpha:0.01965 +2026-02-13 00:13:57 | INFO | PID:1357 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:686.25 total_reward_ma:397.57 loss:-7.864 fps:126.1 +frame:3.00e+05 wall_t:2380 t:18750 epi:nan +opt_step:56064 lr:0.0003 alpha:0.02006 +2026-02-13 00:15:14 | INFO | PID:1357 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:681.50 total_reward_ma:406.72 loss:-7.493 fps:126.2 +frame:3.10e+05 wall_t:2457 t:19375 epi:nan +opt_step:57939 lr:0.0003 alpha:0.02084 +2026-02-13 00:16:32 | INFO | PID:1357 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:659.00 total_reward_ma:414.61 loss:-7.462 fps:126.2 +frame:3.20e+05 wall_t:2535 t:20000 epi:nan +opt_step:59814 lr:0.0003 alpha:0.0218 +2026-02-13 00:17:50 | INFO | PID:1357 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:639.00 total_reward_ma:421.41 loss:-7.021 fps:126.3 +frame:3.30e+05 wall_t:2613 t:20625 epi:nan +opt_step:61689 lr:0.0003 alpha:0.02138 +2026-02-13 00:19:08 | INFO | PID:1357 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:629.00 total_reward_ma:427.51 loss:-6.588 fps:126.3 +frame:3.40e+05 wall_t:2691 t:21250 epi:nan +opt_step:63564 lr:0.0003 alpha:0.02218 +2026-02-13 00:20:26 | INFO | PID:1357 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:596.50 total_reward_ma:432.34 loss:-6.97 fps:126.4 +frame:3.50e+05 wall_t:2769 t:21875 epi:nan +opt_step:65439 lr:0.0003 alpha:0.02268 +2026-02-13 00:21:44 | INFO | PID:1357 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:552.50 total_reward_ma:435.68 loss:-6.989 fps:126.4 +frame:3.60e+05 wall_t:2847 t:22500 epi:nan +opt_step:67314 lr:0.0003 alpha:0.02359 +2026-02-13 00:23:02 | INFO | PID:1357 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:556.50 total_reward_ma:438.95 loss:-6.967 fps:126.5 +frame:3.70e+05 wall_t:2925 t:23125 epi:nan +opt_step:69189 lr:0.0003 alpha:0.02424 +2026-02-13 00:24:19 | INFO | PID:1357 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:565.50 total_reward_ma:442.28 loss:-6.748 fps:126.6 +frame:3.80e+05 wall_t:3002 t:23750 epi:nan +opt_step:71064 lr:0.0003 alpha:0.02466 +2026-02-13 00:25:37 | INFO | PID:1357 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:577.75 total_reward_ma:445.75 loss:-6.798 fps:126.6 +frame:3.90e+05 wall_t:3080 t:24375 epi:nan +opt_step:72939 lr:0.0003 alpha:0.02569 +2026-02-13 00:26:55 | INFO | PID:1357 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:602.25 total_reward_ma:449.66 loss:-6.707 fps:126.7 +frame:4.00e+05 wall_t:3158 t:25000 epi:nan +opt_step:74814 lr:0.0003 alpha:0.02635 +2026-02-13 00:28:13 | INFO | PID:1357 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:586.25 total_reward_ma:452.99 loss:-7.003 fps:126.7 +frame:4.10e+05 wall_t:3236 t:25625 epi:nan +opt_step:76689 lr:0.0003 alpha:0.02781 +2026-02-13 00:29:30 | INFO | PID:1357 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:598.00 total_reward_ma:456.45 loss:-7.166 fps:126.8 +frame:4.20e+05 wall_t:3313 t:26250 epi:nan +opt_step:78564 lr:0.0003 alpha:0.02817 +2026-02-13 00:30:48 | INFO | PID:1357 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:619.75 total_reward_ma:460.24 loss:-7.447 fps:126.8 +frame:4.30e+05 wall_t:3391 t:26875 epi:nan +opt_step:80439 lr:0.0003 alpha:0.0293 +2026-02-13 00:32:05 | INFO | PID:1357 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:666.50 total_reward_ma:464.93 loss:-7.144 fps:126.9 +frame:4.40e+05 wall_t:3468 t:27500 epi:nan +opt_step:82314 lr:0.0003 alpha:0.02955 +2026-02-13 00:33:23 | INFO | PID:1357 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:661.75 total_reward_ma:469.30 loss:-8.006 fps:126.9 +frame:4.50e+05 wall_t:3546 t:28125 epi:nan +opt_step:84189 lr:0.0003 alpha:0.03023 +2026-02-13 00:34:41 | INFO | PID:1357 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:652.50 total_reward_ma:473.29 loss:-7.518 fps:127 +frame:4.60e+05 wall_t:3623 t:28750 epi:nan +opt_step:86064 lr:0.0003 alpha:0.03029 +2026-02-13 00:35:59 | INFO | PID:1357 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:609.25 total_reward_ma:476.18 loss:-8.214 fps:127 +frame:4.70e+05 wall_t:3702 t:29375 epi:nan +opt_step:87939 lr:0.0003 alpha:0.03082 +2026-02-13 00:37:17 | INFO | PID:1357 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:609.25 total_reward_ma:478.95 loss:-7.54 fps:127 +frame:4.80e+05 wall_t:3780 t:30000 epi:nan +opt_step:89814 lr:0.0003 alpha:0.0313 +2026-02-13 00:38:34 | INFO | PID:1357 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:619.25 total_reward_ma:481.82 loss:-7.558 fps:127 +frame:4.90e+05 wall_t:3857 t:30625 epi:nan +opt_step:91689 lr:0.0003 alpha:0.03179 +2026-02-13 00:39:52 | INFO | PID:1357 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:628.25 total_reward_ma:484.74 loss:-7.354 fps:127.1 +frame:5.00e+05 wall_t:3935 t:31250 epi:nan +opt_step:93564 lr:0.0003 alpha:0.03195 +2026-02-13 00:41:10 | INFO | PID:1357 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:656.25 total_reward_ma:488.11 loss:-8.16 fps:127.1 +frame:5.10e+05 wall_t:4013 t:31875 epi:nan +opt_step:95439 lr:0.0003 alpha:0.03122 +2026-02-13 00:42:27 | INFO | PID:1357 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:644.00 total_reward_ma:491.11 loss:-8.212 fps:127.1 +frame:5.20e+05 wall_t:4090 t:32500 epi:nan +opt_step:97314 lr:0.0003 alpha:0.03104 +2026-02-13 00:43:45 | INFO | PID:1357 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:664.75 total_reward_ma:494.38 loss:-8.038 fps:127.2 +frame:5.30e+05 wall_t:4168 t:33125 epi:nan +opt_step:99189 lr:0.0003 alpha:0.03043 +2026-02-13 00:45:02 | INFO | PID:1357 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:678.00 total_reward_ma:497.78 loss:-8.058 fps:127.2 +frame:5.40e+05 wall_t:4245 t:33750 epi:nan +opt_step:101064 lr:0.0003 alpha:0.03004 +2026-02-13 00:46:20 | INFO | PID:1357 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:714.00 total_reward_ma:501.71 loss:-8.17 fps:127.2 +frame:5.50e+05 wall_t:4323 t:34375 epi:nan +opt_step:102939 lr:0.0003 alpha:0.03085 +2026-02-13 00:47:37 | INFO | PID:1357 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:741.25 total_reward_ma:505.99 loss:-7.595 fps:127.3 +frame:5.60e+05 wall_t:4400 t:35000 epi:nan +opt_step:104814 lr:0.0003 alpha:0.03066 +2026-02-13 00:48:55 | INFO | PID:1357 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:756.75 total_reward_ma:510.39 loss:-7.674 fps:127.3 +frame:5.70e+05 wall_t:4478 t:35625 epi:nan +opt_step:106689 lr:0.0003 alpha:0.03067 +2026-02-13 00:50:12 | INFO | PID:1357 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:771.25 total_reward_ma:514.89 loss:-7.421 fps:127.3 +frame:5.80e+05 wall_t:4555 t:36250 epi:nan +opt_step:108564 lr:0.0003 alpha:0.03072 +2026-02-13 00:51:30 | INFO | PID:1357 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:768.00 total_reward_ma:519.18 loss:-7.838 fps:127.3 +frame:5.90e+05 wall_t:4633 t:36875 epi:nan +opt_step:110439 lr:0.0003 alpha:0.03099 +2026-02-13 00:52:48 | INFO | PID:1357 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:751.25 total_reward_ma:523.05 loss:-7.39 fps:127.4 +frame:6.00e+05 wall_t:4711 t:37500 epi:nan +opt_step:112314 lr:0.0003 alpha:0.03104 +2026-02-13 00:54:05 | INFO | PID:1357 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:776.25 total_reward_ma:527.20 loss:-7.203 fps:127.4 +frame:6.10e+05 wall_t:4788 t:38125 epi:nan +opt_step:114189 lr:0.0003 alpha:0.03022 +2026-02-13 00:55:23 | INFO | PID:1357 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:757.25 total_reward_ma:530.91 loss:-7.214 fps:127.4 +frame:6.20e+05 wall_t:4866 t:38750 epi:nan +opt_step:116064 lr:0.0003 alpha:0.0306 +2026-02-13 00:56:40 | INFO | PID:1357 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:766.00 total_reward_ma:534.64 loss:-7.626 fps:127.5 +frame:6.30e+05 wall_t:4943 t:39375 epi:nan +opt_step:117939 lr:0.0003 alpha:0.02964 +2026-02-13 00:57:58 | INFO | PID:1357 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:766.50 total_reward_ma:538.26 loss:-7.216 fps:127.5 +frame:6.40e+05 wall_t:5021 t:40000 epi:nan +opt_step:119814 lr:0.0003 alpha:0.02947 +2026-02-13 00:59:15 | INFO | PID:1357 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:758.00 total_reward_ma:541.64 loss:-6.969 fps:127.5 +frame:6.50e+05 wall_t:5098 t:40625 epi:nan +opt_step:121689 lr:0.0003 alpha:0.02854 +2026-02-13 01:00:32 | INFO | PID:1357 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:760.50 total_reward_ma:544.96 loss:-6.78 fps:127.5 +frame:6.60e+05 wall_t:5175 t:41250 epi:nan +opt_step:123564 lr:0.0003 alpha:0.02746 +2026-02-13 01:01:50 | INFO | PID:1357 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:761.75 total_reward_ma:548.19 loss:-7.224 fps:127.5 +frame:6.70e+05 wall_t:5253 t:41875 epi:nan +opt_step:125439 lr:0.0003 alpha:0.02661 +2026-02-13 01:03:07 | INFO | PID:1357 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:768.50 total_reward_ma:551.43 loss:-6.655 fps:127.6 +frame:6.80e+05 wall_t:5330 t:42500 epi:nan +opt_step:127314 lr:0.0003 alpha:0.0254 +2026-02-13 01:04:25 | INFO | PID:1357 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:778.75 total_reward_ma:554.73 loss:-6.821 fps:127.6 +frame:6.90e+05 wall_t:5408 t:43125 epi:nan +opt_step:129189 lr:0.0003 alpha:0.02452 +2026-02-13 01:05:43 | INFO | PID:1357 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:791.50 total_reward_ma:558.11 loss:-6.384 fps:127.6 +frame:7.00e+05 wall_t:5486 t:43750 epi:nan +opt_step:131064 lr:0.0003 alpha:0.02369 +2026-02-13 01:07:00 | INFO | PID:1357 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:809.25 total_reward_ma:561.65 loss:-6.578 fps:127.6 +frame:7.10e+05 wall_t:5563 t:44375 epi:nan +opt_step:132939 lr:0.0003 alpha:0.02337 +2026-02-13 01:08:18 | INFO | PID:1357 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:804.00 total_reward_ma:565.01 loss:-6.881 fps:127.6 +frame:7.20e+05 wall_t:5641 t:45000 epi:nan +opt_step:134814 lr:0.0003 alpha:0.0226 +2026-02-13 01:09:35 | INFO | PID:1357 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:814.75 total_reward_ma:568.43 loss:-6.622 fps:127.7 +frame:7.30e+05 wall_t:5718 t:45625 epi:nan +opt_step:136689 lr:0.0003 alpha:0.02243 +2026-02-13 01:10:53 | INFO | PID:1357 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:869.50 total_reward_ma:572.50 loss:-6.521 fps:127.7 +frame:7.40e+05 wall_t:5796 t:46250 epi:nan +opt_step:138564 lr:0.0003 alpha:0.02205 +2026-02-13 01:12:10 | INFO | PID:1357 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:880.25 total_reward_ma:576.61 loss:-6.593 fps:127.7 +frame:7.50e+05 wall_t:5873 t:46875 epi:nan +opt_step:140439 lr:0.0003 alpha:0.02121 +2026-02-13 01:13:28 | INFO | PID:1357 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:895.50 total_reward_ma:580.80 loss:-6.439 fps:127.7 +frame:7.60e+05 wall_t:5951 t:47500 epi:nan +opt_step:142314 lr:0.0003 alpha:0.02098 +2026-02-13 01:14:46 | INFO | PID:1357 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:919.50 total_reward_ma:585.20 loss:-6.732 fps:127.7 +frame:7.70e+05 wall_t:6029 t:48125 epi:nan +opt_step:144189 lr:0.0003 alpha:0.02088 +2026-02-13 01:16:04 | INFO | PID:1357 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:930.00 total_reward_ma:589.62 loss:-6.413 fps:127.7 +frame:7.80e+05 wall_t:6107 t:48750 epi:nan +opt_step:146064 lr:0.0003 alpha:0.02101 +2026-02-13 01:17:21 | INFO | PID:1357 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:957.00 total_reward_ma:594.27 loss:-6.584 fps:127.7 +frame:7.90e+05 wall_t:6184 t:49375 epi:nan +opt_step:147939 lr:0.0003 alpha:0.02075 +2026-02-13 01:18:39 | INFO | PID:1357 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:1006.00 total_reward_ma:599.42 loss:-6.621 fps:127.8 +frame:8.00e+05 wall_t:6262 t:50000 epi:nan +opt_step:149814 lr:0.0003 alpha:0.02057 +2026-02-13 01:19:57 | INFO | PID:1357 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:1026.50 total_reward_ma:604.69 loss:-6.172 fps:127.8 +frame:8.10e+05 wall_t:6340 t:50625 epi:nan +opt_step:151689 lr:0.0003 alpha:0.02082 +2026-02-13 01:21:14 | INFO | PID:1357 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:1021.50 total_reward_ma:609.77 loss:-6.797 fps:127.8 +frame:8.20e+05 wall_t:6417 t:51250 epi:nan +opt_step:153564 lr:0.0003 alpha:0.02049 +2026-02-13 01:22:32 | INFO | PID:1357 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:1022.75 total_reward_ma:614.75 loss:-6.12 fps:127.8 +frame:8.30e+05 wall_t:6495 t:51875 epi:nan +opt_step:155439 lr:0.0003 alpha:0.02049 +2026-02-13 01:23:50 | INFO | PID:1357 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:1014.25 total_reward_ma:619.51 loss:-6.387 fps:127.8 +frame:8.40e+05 wall_t:6573 t:52500 epi:nan +opt_step:157314 lr:0.0003 alpha:0.0202 +2026-02-13 01:25:07 | INFO | PID:1357 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:1008.25 total_reward_ma:624.08 loss:-6.399 fps:127.8 +frame:8.50e+05 wall_t:6650 t:53125 epi:nan +opt_step:159189 lr:0.0003 alpha:0.02044 +2026-02-13 01:26:25 | INFO | PID:1357 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:1036.00 total_reward_ma:628.87 loss:-6.254 fps:127.8 +frame:8.60e+05 wall_t:6728 t:53750 epi:nan +opt_step:161064 lr:0.0003 alpha:0.0211 +2026-02-13 01:27:42 | INFO | PID:1357 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:1036.50 total_reward_ma:633.55 loss:-6.234 fps:127.8 +frame:8.70e+05 wall_t:6805 t:54375 epi:nan +opt_step:162939 lr:0.0003 alpha:0.02092 +2026-02-13 01:29:00 | INFO | PID:1357 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:1029.25 total_reward_ma:638.05 loss:-6.074 fps:127.9 +frame:8.80e+05 wall_t:6883 t:55000 epi:nan +opt_step:164814 lr:0.0003 alpha:0.0207 +2026-02-13 01:30:18 | INFO | PID:1357 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:1165.00 total_reward_ma:643.97 loss:-6.004 fps:127.9 +frame:8.90e+05 wall_t:6961 t:55625 epi:nan +opt_step:166689 lr:0.0003 alpha:0.02145 +2026-02-13 01:31:36 | INFO | PID:1357 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:1251.75 total_reward_ma:650.72 loss:-6.269 fps:127.9 +frame:9.00e+05 wall_t:7038 t:56250 epi:nan +opt_step:168564 lr:0.0003 alpha:0.0226 +2026-02-13 01:32:54 | INFO | PID:1357 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:1287.50 total_reward_ma:657.72 loss:-6.364 fps:127.9 +frame:9.10e+05 wall_t:7117 t:56875 epi:nan +opt_step:170439 lr:0.0003 alpha:0.02488 +2026-02-13 01:34:11 | INFO | PID:1357 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:1499.25 total_reward_ma:666.87 loss:-7.057 fps:127.9 +frame:9.20e+05 wall_t:7194 t:57500 epi:nan +opt_step:172314 lr:0.0003 alpha:0.02833 +2026-02-13 01:35:29 | INFO | PID:1357 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:1631.25 total_reward_ma:677.24 loss:-7.318 fps:127.9 +frame:9.30e+05 wall_t:7272 t:58125 epi:nan +opt_step:174189 lr:0.0003 alpha:0.03348 +2026-02-13 01:36:47 | INFO | PID:1357 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:1657.25 total_reward_ma:687.66 loss:-7.471 fps:127.9 +frame:9.40e+05 wall_t:7350 t:58750 epi:nan +opt_step:176064 lr:0.0003 alpha:0.03738 +2026-02-13 01:38:05 | INFO | PID:1357 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:1776.75 total_reward_ma:699.13 loss:-8.152 fps:127.9 +frame:9.50e+05 wall_t:7428 t:59375 epi:nan +opt_step:177939 lr:0.0003 alpha:0.03884 +2026-02-13 01:39:23 | INFO | PID:1357 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:1938.25 total_reward_ma:712.04 loss:-8.219 fps:127.9 +frame:9.60e+05 wall_t:7506 t:60000 epi:nan +opt_step:179814 lr:0.0003 alpha:0.04219 +2026-02-13 01:40:41 | INFO | PID:1357 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:1997.25 total_reward_ma:725.29 loss:-8.105 fps:127.9 +frame:9.70e+05 wall_t:7583 t:60625 epi:nan +opt_step:181689 lr:0.0003 alpha:0.04404 +2026-02-13 01:41:58 | INFO | PID:1357 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:2132.75 total_reward_ma:739.65 loss:-8.971 fps:127.9 +frame:9.80e+05 wall_t:7661 t:61250 epi:nan +opt_step:183564 lr:0.0003 alpha:0.04682 +2026-02-13 01:43:16 | INFO | PID:1357 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:2265.25 total_reward_ma:755.06 loss:-9.35 fps:127.9 +frame:9.90e+05 wall_t:7739 t:61875 epi:nan +opt_step:185439 lr:0.0003 alpha:0.048 +2026-02-13 01:44:33 | INFO | PID:1357 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:2545.75 total_reward_ma:772.96 loss:-9.494 fps:127.9 +frame:1.00e+06 wall_t:7816 t:62500 epi:nan +opt_step:187314 lr:0.0003 alpha:0.05286 +2026-02-13 01:45:51 | INFO | PID:1357 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:2686.25 total_reward_ma:798.57 loss:-10.48 fps:127.9 +frame:1.01e+06 wall_t:7894 t:63125 epi:nan +opt_step:189189 lr:0.0003 alpha:0.05404 +2026-02-13 01:47:09 | INFO | PID:1357 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:2800.25 total_reward_ma:825.19 loss:-11.45 fps:128 +frame:1.02e+06 wall_t:7971 t:63750 epi:nan +opt_step:191064 lr:0.0003 alpha:0.05942 +2026-02-13 01:48:26 | INFO | PID:1357 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:2991.50 total_reward_ma:853.59 loss:-12.18 fps:128 +frame:1.03e+06 wall_t:8049 t:64375 epi:nan +opt_step:192939 lr:0.0003 alpha:0.06432 +2026-02-13 01:49:44 | INFO | PID:1357 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:3265.25 total_reward_ma:884.47 loss:-13.16 fps:128 +frame:1.04e+06 wall_t:8127 t:65000 epi:nan +opt_step:194814 lr:0.0003 alpha:0.07068 +2026-02-13 01:51:02 | INFO | PID:1357 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:3360.25 total_reward_ma:916.27 loss:-13.55 fps:128 +frame:1.05e+06 wall_t:8205 t:65625 epi:nan +opt_step:196689 lr:0.0003 alpha:0.07796 +2026-02-13 01:52:20 | INFO | PID:1357 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:3552.75 total_reward_ma:950.11 loss:-16.14 fps:128 +frame:1.06e+06 wall_t:8282 t:66250 epi:nan +opt_step:198564 lr:0.0003 alpha:0.08315 +2026-02-13 01:53:37 | INFO | PID:1357 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:3583.00 total_reward_ma:984.38 loss:-17.44 fps:128 +frame:1.07e+06 wall_t:8360 t:66875 epi:nan +opt_step:200439 lr:0.0003 alpha:0.08826 +2026-02-13 01:54:55 | INFO | PID:1357 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:3311.75 total_reward_ma:1015.86 loss:-21.36 fps:128 +frame:1.08e+06 wall_t:8438 t:67500 epi:nan +opt_step:202314 lr:0.0003 alpha:0.09269 +2026-02-13 01:56:13 | INFO | PID:1357 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:3008.25 total_reward_ma:1044.05 loss:-20.77 fps:128 +frame:1.09e+06 wall_t:8516 t:68125 epi:nan +opt_step:204189 lr:0.0003 alpha:0.1016 +2026-02-13 01:57:30 | INFO | PID:1357 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:2658.00 total_reward_ma:1068.19 loss:-23.02 fps:128 +frame:1.10e+06 wall_t:8593 t:68750 epi:nan +opt_step:206064 lr:0.0003 alpha:0.09944 +2026-02-13 01:58:48 | INFO | PID:1357 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:2435.50 total_reward_ma:1089.60 loss:-24.24 fps:128 +frame:1.11e+06 wall_t:8671 t:69375 epi:nan +opt_step:207939 lr:0.0003 alpha:0.09505 +2026-02-13 02:00:06 | INFO | PID:1357 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:2095.75 total_reward_ma:1107.37 loss:-25.67 fps:128 +frame:1.12e+06 wall_t:8749 t:70000 epi:nan +opt_step:209814 lr:0.0003 alpha:0.09153 +2026-02-13 02:01:24 | INFO | PID:1357 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:1825.00 total_reward_ma:1122.11 loss:-27.58 fps:128 +frame:1.13e+06 wall_t:8826 t:70625 epi:nan +opt_step:211689 lr:0.0003 alpha:0.08941 +2026-02-13 02:02:41 | INFO | PID:1357 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:1675.75 total_reward_ma:1135.14 loss:-26.42 fps:128 +frame:1.14e+06 wall_t:8904 t:71250 epi:nan +opt_step:213564 lr:0.0003 alpha:0.08709 +2026-02-13 02:03:59 | INFO | PID:1357 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:1632.00 total_reward_ma:1147.45 loss:-25 fps:128 +frame:1.15e+06 wall_t:8982 t:71875 epi:nan +opt_step:215439 lr:0.0003 alpha:0.08892 +2026-02-13 02:05:17 | INFO | PID:1357 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:1441.50 total_reward_ma:1157.55 loss:-28.82 fps:128 +frame:1.16e+06 wall_t:9060 t:72500 epi:nan +opt_step:217314 lr:0.0003 alpha:0.08713 +2026-02-13 02:06:36 | INFO | PID:1357 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:1398.75 total_reward_ma:1166.94 loss:-26.47 fps:128 +frame:1.17e+06 wall_t:9139 t:73125 epi:nan +opt_step:219189 lr:0.0003 alpha:0.08341 +2026-02-13 02:07:54 | INFO | PID:1357 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:1531.00 total_reward_ma:1177.55 loss:-28.15 fps:128 +frame:1.18e+06 wall_t:9217 t:73750 epi:nan +opt_step:221064 lr:0.0003 alpha:0.081 +2026-02-13 02:09:12 | INFO | PID:1357 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:1452.75 total_reward_ma:1187.27 loss:-29.12 fps:128 +frame:1.19e+06 wall_t:9295 t:74375 epi:nan +opt_step:222939 lr:0.0003 alpha:0.07953 +2026-02-13 02:10:29 | INFO | PID:1357 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:1406.75 total_reward_ma:1196.37 loss:-28.58 fps:128 +frame:1.20e+06 wall_t:9372 t:75000 epi:nan +opt_step:224814 lr:0.0003 alpha:0.0827 +2026-02-13 02:11:48 | INFO | PID:1357 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:1296.25 total_reward_ma:1204.14 loss:-28.35 fps:128 +frame:1.21e+06 wall_t:9451 t:75625 epi:nan +opt_step:226689 lr:0.0003 alpha:0.0831 +2026-02-13 02:13:05 | INFO | PID:1357 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:1273.75 total_reward_ma:1211.50 loss:-29.13 fps:128 +frame:1.22e+06 wall_t:9528 t:76250 epi:nan +opt_step:228564 lr:0.0003 alpha:0.08156 +2026-02-13 02:14:22 | INFO | PID:1357 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:1075.00 total_reward_ma:1216.65 loss:-27.6 fps:128.1 +frame:1.23e+06 wall_t:9605 t:76875 epi:nan +opt_step:230439 lr:0.0003 alpha:0.08047 +2026-02-13 02:15:39 | INFO | PID:1357 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:1058.25 total_reward_ma:1221.42 loss:-28.12 fps:128.1 +frame:1.24e+06 wall_t:9682 t:77500 epi:nan +opt_step:232314 lr:0.0003 alpha:0.07926 +2026-02-13 02:16:57 | INFO | PID:1357 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:1203.25 total_reward_ma:1227.15 loss:-26.85 fps:128.1 +frame:1.25e+06 wall_t:9760 t:78125 epi:nan +opt_step:234189 lr:0.0003 alpha:0.07623 +2026-02-13 02:18:14 | INFO | PID:1357 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:1371.50 total_reward_ma:1234.52 loss:-26.27 fps:128.1 +frame:1.26e+06 wall_t:9837 t:78750 epi:nan +opt_step:236064 lr:0.0003 alpha:0.07647 +2026-02-13 02:19:32 | INFO | PID:1357 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:1641.00 total_reward_ma:1244.38 loss:-28.31 fps:128.1 +frame:1.27e+06 wall_t:9915 t:79375 epi:nan +opt_step:237939 lr:0.0003 alpha:0.07366 +2026-02-13 02:20:49 | INFO | PID:1357 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:1853.00 total_reward_ma:1256.24 loss:-26.57 fps:128.1 +frame:1.28e+06 wall_t:9992 t:80000 epi:nan +opt_step:239814 lr:0.0003 alpha:0.07242 +2026-02-13 02:22:05 | INFO | PID:1357 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:2143.50 total_reward_ma:1270.83 loss:-26.35 fps:128.1 +frame:1.29e+06 wall_t:10068 t:80625 epi:nan +opt_step:241689 lr:0.0003 alpha:0.0694 +2026-02-13 02:23:22 | INFO | PID:1357 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:2266.75 total_reward_ma:1286.64 loss:-25.2 fps:128.1 +frame:1.30e+06 wall_t:10145 t:81250 epi:nan +opt_step:243564 lr:0.0003 alpha:0.06765 +2026-02-13 02:24:39 | INFO | PID:1357 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:2516.75 total_reward_ma:1304.99 loss:-26.01 fps:128.2 +frame:1.31e+06 wall_t:10222 t:81875 epi:nan +opt_step:245439 lr:0.0003 alpha:0.06679 +2026-02-13 02:25:56 | INFO | PID:1357 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:2617.50 total_reward_ma:1324.57 loss:-25.71 fps:128.2 +frame:1.32e+06 wall_t:10298 t:82500 epi:nan +opt_step:247314 lr:0.0003 alpha:0.06479 +2026-02-13 02:27:11 | INFO | PID:1357 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:2683.50 total_reward_ma:1345.02 loss:-25.77 fps:128.2 +frame:1.33e+06 wall_t:10374 t:83125 epi:nan +opt_step:249189 lr:0.0003 alpha:0.0629 +2026-02-13 02:28:28 | INFO | PID:1357 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:2740.50 total_reward_ma:1366.14 loss:-24.78 fps:128.2 +frame:1.34e+06 wall_t:10451 t:83750 epi:nan +opt_step:251064 lr:0.0003 alpha:0.06154 +2026-02-13 02:29:44 | INFO | PID:1357 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:2737.50 total_reward_ma:1387.55 loss:-24.63 fps:128.2 +frame:1.35e+06 wall_t:10527 t:84375 epi:nan +opt_step:252939 lr:0.0003 alpha:0.05933 +2026-02-13 02:31:01 | INFO | PID:1357 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:2716.50 total_reward_ma:1409.19 loss:-24.39 fps:128.3 +frame:1.36e+06 wall_t:10604 t:85000 epi:nan +opt_step:254814 lr:0.0003 alpha:0.05697 +2026-02-13 02:32:18 | INFO | PID:1357 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:2721.50 total_reward_ma:1430.83 loss:-23.98 fps:128.3 +frame:1.37e+06 wall_t:10681 t:85625 epi:nan +opt_step:256689 lr:0.0003 alpha:0.05433 +2026-02-13 02:33:34 | INFO | PID:1357 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:2849.00 total_reward_ma:1453.67 loss:-23.37 fps:128.3 +frame:1.38e+06 wall_t:10757 t:86250 epi:nan +opt_step:258564 lr:0.0003 alpha:0.0539 +2026-02-13 02:34:51 | INFO | PID:1357 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:2913.00 total_reward_ma:1477.02 loss:-23.2 fps:128.3 +frame:1.39e+06 wall_t:10834 t:86875 epi:nan +opt_step:260439 lr:0.0003 alpha:0.05333 +2026-02-13 02:36:08 | INFO | PID:1357 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:3001.25 total_reward_ma:1501.01 loss:-21.95 fps:128.3 +frame:1.40e+06 wall_t:10911 t:87500 epi:nan +opt_step:262314 lr:0.0003 alpha:0.05346 +2026-02-13 02:37:24 | INFO | PID:1357 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:3114.75 total_reward_ma:1526.30 loss:-21.72 fps:128.3 +frame:1.41e+06 wall_t:10987 t:88125 epi:nan +opt_step:264189 lr:0.0003 alpha:0.054 +2026-02-13 02:38:41 | INFO | PID:1357 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:3259.00 total_reward_ma:1552.91 loss:-21.56 fps:128.3 +frame:1.42e+06 wall_t:11064 t:88750 epi:nan +opt_step:266064 lr:0.0003 alpha:0.05131 +2026-02-13 02:39:58 | INFO | PID:1357 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:3509.00 total_reward_ma:1581.80 loss:-20.37 fps:128.4 +frame:1.43e+06 wall_t:11141 t:89375 epi:nan +opt_step:267939 lr:0.0003 alpha:0.05037 +2026-02-13 02:41:15 | INFO | PID:1357 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:3739.00 total_reward_ma:1612.53 loss:-20.59 fps:128.4 +frame:1.44e+06 wall_t:11218 t:90000 epi:nan +opt_step:269814 lr:0.0003 alpha:0.04796 +2026-02-13 02:42:31 | INFO | PID:1357 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:3942.00 total_reward_ma:1645.33 loss:-19.29 fps:128.4 +frame:1.45e+06 wall_t:11294 t:90625 epi:nan +opt_step:271689 lr:0.0003 alpha:0.04691 +2026-02-13 02:43:48 | INFO | PID:1357 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:4055.50 total_reward_ma:1679.36 loss:-19.16 fps:128.4 +frame:1.46e+06 wall_t:11371 t:91250 epi:nan +opt_step:273564 lr:0.0003 alpha:0.04674 +2026-02-13 02:45:04 | INFO | PID:1357 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:3993.25 total_reward_ma:1713.20 loss:-19.4 fps:128.4 +frame:1.47e+06 wall_t:11447 t:91875 epi:nan +opt_step:275439 lr:0.0003 alpha:0.04731 +2026-02-13 02:46:21 | INFO | PID:1357 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:3996.25 total_reward_ma:1747.07 loss:-19.49 fps:128.4 +frame:1.48e+06 wall_t:11524 t:92500 epi:nan +opt_step:277314 lr:0.0003 alpha:0.04729 +2026-02-13 02:47:38 | INFO | PID:1357 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:3996.50 total_reward_ma:1780.84 loss:-19.52 fps:128.4 +frame:1.49e+06 wall_t:11601 t:93125 epi:nan +opt_step:279189 lr:0.0003 alpha:0.0479 +2026-02-13 02:48:54 | INFO | PID:1357 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:4032.50 total_reward_ma:1814.88 loss:-17.7 fps:128.5 +frame:1.50e+06 wall_t:11677 t:93750 epi:nan +opt_step:281064 lr:0.0003 alpha:0.04523 +2026-02-13 02:50:10 | INFO | PID:1357 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:4157.75 total_reward_ma:1849.90 loss:-17.98 fps:128.5 +frame:1.51e+06 wall_t:11753 t:94375 epi:nan +opt_step:282939 lr:0.0003 alpha:0.04469 +2026-02-13 02:51:26 | INFO | PID:1357 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:4202.50 total_reward_ma:1885.48 loss:-17.91 fps:128.5 +frame:1.52e+06 wall_t:11829 t:95000 epi:nan +opt_step:284814 lr:0.0003 alpha:0.04436 +2026-02-13 02:52:42 | INFO | PID:1357 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:4057.25 total_reward_ma:1919.41 loss:-17.66 fps:128.5 +frame:1.53e+06 wall_t:11905 t:95625 epi:nan +opt_step:286689 lr:0.0003 alpha:0.04429 +2026-02-13 02:53:59 | INFO | PID:1357 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:3916.25 total_reward_ma:1951.79 loss:-17.69 fps:128.5 +frame:1.54e+06 wall_t:11982 t:96250 epi:nan +opt_step:288564 lr:0.0003 alpha:0.04364 +2026-02-13 02:55:16 | INFO | PID:1357 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:3867.00 total_reward_ma:1983.32 loss:-17.07 fps:128.5 +frame:1.55e+06 wall_t:12059 t:96875 epi:nan +opt_step:290439 lr:0.0003 alpha:0.04158 +2026-02-13 02:56:33 | INFO | PID:1357 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:3869.25 total_reward_ma:2014.60 loss:-17.28 fps:128.5 +frame:1.56e+06 wall_t:12136 t:97500 epi:nan +opt_step:292314 lr:0.0003 alpha:0.04178 +2026-02-13 02:57:50 | INFO | PID:1357 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:3864.00 total_reward_ma:2045.67 loss:-17.14 fps:128.6 +frame:1.57e+06 wall_t:12213 t:98125 epi:nan +opt_step:294189 lr:0.0003 alpha:0.04096 +2026-02-13 02:59:06 | INFO | PID:1357 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:3956.25 total_reward_ma:2077.52 loss:-15.6 fps:128.6 +frame:1.58e+06 wall_t:12289 t:98750 epi:nan +opt_step:296064 lr:0.0003 alpha:0.04147 +2026-02-13 03:00:23 | INFO | PID:1357 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:4055.75 total_reward_ma:2110.40 loss:-16.96 fps:128.6 +frame:1.59e+06 wall_t:12365 t:99375 epi:nan +opt_step:297939 lr:0.0003 alpha:0.04074 +2026-02-13 03:01:39 | INFO | PID:1357 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:4041.75 total_reward_ma:2143.30 loss:-16.77 fps:128.6 +frame:1.60e+06 wall_t:12442 t:100000 epi:nan +opt_step:299814 lr:0.0003 alpha:0.04013 +2026-02-13 03:02:55 | INFO | PID:1357 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:4035.00 total_reward_ma:2175.89 loss:-17.02 fps:128.6 +frame:1.61e+06 wall_t:12518 t:100625 epi:nan +opt_step:301689 lr:0.0003 alpha:0.03808 +2026-02-13 03:04:11 | INFO | PID:1357 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:4077.25 total_reward_ma:2209.09 loss:-16.54 fps:128.6 +frame:1.62e+06 wall_t:12594 t:101250 epi:nan +opt_step:303564 lr:0.0003 alpha:0.03816 +2026-02-13 03:05:29 | INFO | PID:1357 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:4217.50 total_reward_ma:2243.61 loss:-16.79 fps:128.6 +frame:1.63e+06 wall_t:12671 t:101875 epi:nan +opt_step:305439 lr:0.0003 alpha:0.03724 +2026-02-13 03:06:46 | INFO | PID:1357 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:4369.75 total_reward_ma:2279.64 loss:-16.45 fps:128.6 +frame:1.64e+06 wall_t:12748 t:102500 epi:nan +opt_step:307314 lr:0.0003 alpha:0.03782 +2026-02-13 03:08:02 | INFO | PID:1357 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:4515.00 total_reward_ma:2317.21 loss:-16.3 fps:128.7 +frame:1.65e+06 wall_t:12825 t:103125 epi:nan +opt_step:309189 lr:0.0003 alpha:0.03813 +2026-02-13 03:09:19 | INFO | PID:1357 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:4609.25 total_reward_ma:2355.70 loss:-15.82 fps:128.7 +frame:1.66e+06 wall_t:12902 t:103750 epi:nan +opt_step:311064 lr:0.0003 alpha:0.0376 +2026-02-13 03:10:34 | INFO | PID:1357 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:4809.50 total_reward_ma:2396.18 loss:-15.74 fps:128.7 +frame:1.67e+06 wall_t:12977 t:104375 epi:nan +opt_step:312939 lr:0.0003 alpha:0.03758 +2026-02-13 03:11:51 | INFO | PID:1357 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:4730.00 total_reward_ma:2435.79 loss:-15.65 fps:128.7 +frame:1.68e+06 wall_t:13054 t:105000 epi:nan +opt_step:314814 lr:0.0003 alpha:0.03727 +2026-02-13 03:13:08 | INFO | PID:1357 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:4741.75 total_reward_ma:2475.42 loss:-15.63 fps:128.7 +frame:1.69e+06 wall_t:13131 t:105625 epi:nan +opt_step:316689 lr:0.0003 alpha:0.03646 +2026-02-13 03:14:25 | INFO | PID:1357 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:4748.00 total_reward_ma:2514.99 loss:-17.45 fps:128.7 +frame:1.70e+06 wall_t:13208 t:106250 epi:nan +opt_step:318564 lr:0.0003 alpha:0.03719 +2026-02-13 03:15:42 | INFO | PID:1357 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:4715.75 total_reward_ma:2554.05 loss:-14.83 fps:128.7 +frame:1.71e+06 wall_t:13285 t:106875 epi:nan +opt_step:320439 lr:0.0003 alpha:0.0362 +2026-02-13 03:16:59 | INFO | PID:1357 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:4601.00 total_reward_ma:2592.02 loss:-14.68 fps:128.7 +frame:1.72e+06 wall_t:13362 t:107500 epi:nan +opt_step:322314 lr:0.0003 alpha:0.03526 +2026-02-13 03:18:15 | INFO | PID:1357 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:4654.75 total_reward_ma:2630.42 loss:-15.88 fps:128.7 +frame:1.73e+06 wall_t:13438 t:108125 epi:nan +opt_step:324189 lr:0.0003 alpha:0.03468 +2026-02-13 03:19:32 | INFO | PID:1357 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:4652.75 total_reward_ma:2668.25 loss:-15.59 fps:128.8 +frame:1.74e+06 wall_t:13514 t:108750 epi:nan +opt_step:326064 lr:0.0003 alpha:0.03361 +2026-02-13 03:20:48 | INFO | PID:1357 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:4671.25 total_reward_ma:2706.16 loss:-15.85 fps:128.8 +frame:1.75e+06 wall_t:13591 t:109375 epi:nan +opt_step:327939 lr:0.0003 alpha:0.03291 +2026-02-13 03:22:04 | INFO | PID:1357 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:4615.50 total_reward_ma:2743.36 loss:-15.22 fps:128.8 +frame:1.76e+06 wall_t:13667 t:110000 epi:nan +opt_step:329814 lr:0.0003 alpha:0.03222 +2026-02-13 03:23:21 | INFO | PID:1357 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:4813.75 total_reward_ma:2782.30 loss:-14.68 fps:128.8 +frame:1.77e+06 wall_t:13743 t:110625 epi:nan +opt_step:331689 lr:0.0003 alpha:0.03211 +2026-02-13 03:24:38 | INFO | PID:1357 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:4921.75 total_reward_ma:2822.22 loss:-13.66 fps:128.8 +frame:1.78e+06 wall_t:13821 t:111250 epi:nan +opt_step:333564 lr:0.0003 alpha:0.0325 +2026-02-13 03:25:55 | INFO | PID:1357 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:5006.75 total_reward_ma:2862.72 loss:-15.29 fps:128.8 +frame:1.79e+06 wall_t:13898 t:111875 epi:nan +opt_step:335439 lr:0.0003 alpha:0.03293 +2026-02-13 03:27:13 | INFO | PID:1357 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:5024.00 total_reward_ma:2902.90 loss:-15.19 fps:128.8 +frame:1.80e+06 wall_t:13975 t:112500 epi:nan +opt_step:337314 lr:0.0003 alpha:0.03353 +2026-02-13 03:28:32 | INFO | PID:1357 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:5193.25 total_reward_ma:2944.57 loss:-14.7 fps:128.8 +frame:1.81e+06 wall_t:14055 t:113125 epi:nan +opt_step:339189 lr:0.0003 alpha:0.03391 +2026-02-13 03:29:52 | INFO | PID:1357 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:5183.25 total_reward_ma:2986.19 loss:-15.49 fps:128.8 +frame:1.82e+06 wall_t:14135 t:113750 epi:nan +opt_step:341064 lr:0.0003 alpha:0.03543 +2026-02-13 03:31:12 | INFO | PID:1357 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:5289.00 total_reward_ma:3028.85 loss:-15.21 fps:128.7 +frame:1.83e+06 wall_t:14214 t:114375 epi:nan +opt_step:342939 lr:0.0003 alpha:0.03673 +2026-02-13 03:32:32 | INFO | PID:1357 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:5441.25 total_reward_ma:3073.12 loss:-13.82 fps:128.7 +frame:1.84e+06 wall_t:14295 t:115000 epi:nan +opt_step:344814 lr:0.0003 alpha:0.03871 +2026-02-13 03:33:53 | INFO | PID:1357 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:5368.25 total_reward_ma:3116.72 loss:-15.18 fps:128.7 +frame:1.85e+06 wall_t:14376 t:115625 epi:nan +opt_step:346689 lr:0.0003 alpha:0.03948 +2026-02-13 03:35:09 | INFO | PID:1357 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:5495.25 total_reward_ma:3161.31 loss:-15.57 fps:128.7 +frame:1.86e+06 wall_t:14452 t:116250 epi:nan +opt_step:348564 lr:0.0003 alpha:0.04046 +2026-02-13 03:36:25 | INFO | PID:1357 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:5505.75 total_reward_ma:3206.00 loss:-15.41 fps:128.7 +frame:1.87e+06 wall_t:14528 t:116875 epi:nan +opt_step:350439 lr:0.0003 alpha:0.04288 +2026-02-13 03:37:41 | INFO | PID:1357 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:5448.50 total_reward_ma:3250.20 loss:-16.52 fps:128.7 +frame:1.88e+06 wall_t:14604 t:117500 epi:nan +opt_step:352314 lr:0.0003 alpha:0.0451 +2026-02-13 03:38:58 | INFO | PID:1357 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:5457.25 total_reward_ma:3293.12 loss:-15.43 fps:128.7 +frame:1.89e+06 wall_t:14681 t:118125 epi:nan +opt_step:354189 lr:0.0003 alpha:0.04807 +2026-02-13 03:40:15 | INFO | PID:1357 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:5253.25 total_reward_ma:3333.13 loss:-16.1 fps:128.7 +frame:1.90e+06 wall_t:14758 t:118750 epi:nan +opt_step:356064 lr:0.0003 alpha:0.05087 +2026-02-13 03:41:31 | INFO | PID:1357 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:5207.25 total_reward_ma:3372.33 loss:-17.01 fps:128.8 +frame:1.91e+06 wall_t:14834 t:119375 epi:nan +opt_step:357939 lr:0.0003 alpha:0.05418 +2026-02-13 03:42:47 | INFO | PID:1357 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:5271.25 total_reward_ma:3410.05 loss:-18.42 fps:128.8 +frame:1.92e+06 wall_t:14910 t:120000 epi:nan +opt_step:359814 lr:0.0003 alpha:0.05705 +2026-02-13 03:44:04 | INFO | PID:1357 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:5094.00 total_reward_ma:3444.68 loss:-17.89 fps:128.8 +frame:1.93e+06 wall_t:14987 t:120625 epi:nan +opt_step:361689 lr:0.0003 alpha:0.05876 +2026-02-13 03:45:21 | INFO | PID:1357 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:4919.50 total_reward_ma:3477.30 loss:-19.07 fps:128.8 +frame:1.94e+06 wall_t:15064 t:121250 epi:nan +opt_step:363564 lr:0.0003 alpha:0.06188 +2026-02-13 03:46:36 | INFO | PID:1357 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:4405.50 total_reward_ma:3503.59 loss:-19.58 fps:128.8 +frame:1.95e+06 wall_t:15139 t:121875 epi:nan +opt_step:365439 lr:0.0003 alpha:0.06337 +2026-02-13 03:47:52 | INFO | PID:1357 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:4238.00 total_reward_ma:3526.58 loss:-19.29 fps:128.8 +frame:1.96e+06 wall_t:15215 t:122500 epi:nan +opt_step:367314 lr:0.0003 alpha:0.06473 +2026-02-13 03:49:10 | INFO | PID:1357 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:4155.50 total_reward_ma:3548.17 loss:-19.83 fps:128.8 +frame:1.97e+06 wall_t:15293 t:123125 epi:nan +opt_step:369189 lr:0.0003 alpha:0.06596 +2026-02-13 03:50:26 | INFO | PID:1357 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:4393.50 total_reward_ma:3570.77 loss:-20.38 fps:128.8 +frame:1.98e+06 wall_t:15369 t:123750 epi:nan +opt_step:371064 lr:0.0003 alpha:0.06806 +2026-02-13 03:51:42 | INFO | PID:1357 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:4392.25 total_reward_ma:3592.04 loss:-20 fps:128.8 +frame:1.99e+06 wall_t:15445 t:124375 epi:nan +opt_step:372939 lr:0.0003 alpha:0.06838 +2026-02-13 03:52:47 | INFO | PID:1357 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_qbert_t0_s0 [train] +total_reward:4542.25 total_reward_ma:3612.01 loss:-22.08 fps:128.9 +frame:2.00e+06 wall_t:15510 t:125000 epi:nan +opt_step:374814 lr:0.0003 alpha:0.06947 +2026-02-13 03:52:48 | INFO | PID:1357 | slm_lab.lib.logger:info | Session 0 done diff --git a/data/sac_atari_qbert_2026_02_12_233409/log/sac_atari_qbert_t0_s1.log b/data/sac_atari_qbert_2026_02_12_233409/log/sac_atari_qbert_t0_s1.log new file mode 100644 index 0000000000000000000000000000000000000000..897b270c307e87a69fce8c7836b9d1d7c655ac8b --- /dev/null +++ b/data/sac_atari_qbert_2026_02_12_233409/log/sac_atari_qbert_t0_s1.log @@ -0,0 +1,802 @@ +2026-02-12 23:34:14 | INFO | PID:1358 | slm_lab.env:_make_vector_env | AtariVectorEnv: 16 envs, native preprocessing +2026-02-12 23:36:08 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:151.19 total_reward_ma:151.19 loss:-12.84 fps:90.09 +frame:1.00e+04 wall_t:111 t:625 epi:nan +opt_step:1689 lr:0.0003 alpha:0.6312 +2026-02-12 23:37:26 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:171.08 total_reward_ma:161.13 loss:-18.87 fps:106.4 +frame:2.00e+04 wall_t:188 t:1250 epi:nan +opt_step:3564 lr:0.0003 alpha:0.4037 +2026-02-12 23:38:43 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:154.32 total_reward_ma:158.86 loss:-21.67 fps:112.8 +frame:3.00e+04 wall_t:266 t:1875 epi:nan +opt_step:5439 lr:0.0003 alpha:0.2645 +2026-02-12 23:40:02 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:173.50 total_reward_ma:162.52 loss:-22.84 fps:115.9 +frame:4.00e+04 wall_t:345 t:2500 epi:nan +opt_step:7314 lr:0.0003 alpha:0.1748 +2026-02-12 23:41:20 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:157.00 total_reward_ma:161.42 loss:-22.61 fps:118.2 +frame:5.00e+04 wall_t:423 t:3125 epi:nan +opt_step:9189 lr:0.0003 alpha:0.116 +2026-02-12 23:42:39 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:177.75 total_reward_ma:164.14 loss:-21.76 fps:119.8 +frame:6.00e+04 wall_t:501 t:3750 epi:nan +opt_step:11064 lr:0.0003 alpha:0.07732 +2026-02-12 23:43:56 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:174.00 total_reward_ma:165.55 loss:-19.93 fps:120.9 +frame:7.00e+04 wall_t:579 t:4375 epi:nan +opt_step:12939 lr:0.0003 alpha:0.0518 +2026-02-12 23:45:14 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:189.25 total_reward_ma:168.51 loss:-18.49 fps:121.8 +frame:8.00e+04 wall_t:657 t:5000 epi:nan +opt_step:14814 lr:0.0003 alpha:0.03502 +2026-02-12 23:46:33 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:188.25 total_reward_ma:170.70 loss:-17.36 fps:122.3 +frame:9.00e+04 wall_t:736 t:5625 epi:nan +opt_step:16689 lr:0.0003 alpha:0.02443 +2026-02-12 23:47:51 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:228.25 total_reward_ma:176.46 loss:-14.98 fps:122.9 +frame:1.00e+05 wall_t:814 t:6250 epi:nan +opt_step:18564 lr:0.0003 alpha:0.01761 +2026-02-12 23:49:09 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:259.75 total_reward_ma:184.03 loss:-15.19 fps:123.3 +frame:1.10e+05 wall_t:892 t:6875 epi:nan +opt_step:20439 lr:0.0003 alpha:0.01337 +2026-02-12 23:50:27 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:294.00 total_reward_ma:193.19 loss:-13.88 fps:123.8 +frame:1.20e+05 wall_t:969 t:7500 epi:nan +opt_step:22314 lr:0.0003 alpha:0.01137 +2026-02-12 23:51:45 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:327.50 total_reward_ma:203.53 loss:-13.16 fps:124.2 +frame:1.30e+05 wall_t:1047 t:8125 epi:nan +opt_step:24189 lr:0.0003 alpha:0.0109 +2026-02-12 23:53:02 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:342.25 total_reward_ma:213.43 loss:-11.97 fps:124.4 +frame:1.40e+05 wall_t:1125 t:8750 epi:nan +opt_step:26064 lr:0.0003 alpha:0.01111 +2026-02-12 23:54:20 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:368.00 total_reward_ma:223.74 loss:-11.69 fps:124.7 +frame:1.50e+05 wall_t:1203 t:9375 epi:nan +opt_step:27939 lr:0.0003 alpha:0.01069 +2026-02-12 23:55:39 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:412.25 total_reward_ma:235.52 loss:-11.34 fps:124.9 +frame:1.60e+05 wall_t:1281 t:10000 epi:nan +opt_step:29814 lr:0.0003 alpha:0.0111 +2026-02-12 23:56:56 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:446.00 total_reward_ma:247.90 loss:-10.67 fps:125.1 +frame:1.70e+05 wall_t:1359 t:10625 epi:nan +opt_step:31689 lr:0.0003 alpha:0.01098 +2026-02-12 23:58:14 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:507.25 total_reward_ma:262.31 loss:-10.39 fps:125.3 +frame:1.80e+05 wall_t:1437 t:11250 epi:nan +opt_step:33564 lr:0.0003 alpha:0.0115 +2026-02-12 23:59:32 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:526.25 total_reward_ma:276.20 loss:-10.1 fps:125.4 +frame:1.90e+05 wall_t:1515 t:11875 epi:nan +opt_step:35439 lr:0.0003 alpha:0.01156 +2026-02-13 00:00:49 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:520.50 total_reward_ma:288.42 loss:-10.04 fps:125.6 +frame:2.00e+05 wall_t:1592 t:12500 epi:nan +opt_step:37314 lr:0.0003 alpha:0.01201 +2026-02-13 00:02:07 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:534.00 total_reward_ma:300.11 loss:-9.346 fps:125.7 +frame:2.10e+05 wall_t:1670 t:13125 epi:nan +opt_step:39189 lr:0.0003 alpha:0.01279 +2026-02-13 00:03:26 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:541.00 total_reward_ma:311.06 loss:-8.998 fps:125.9 +frame:2.20e+05 wall_t:1748 t:13750 epi:nan +opt_step:41064 lr:0.0003 alpha:0.01409 +2026-02-13 00:04:44 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:552.00 total_reward_ma:321.54 loss:-8.776 fps:125.9 +frame:2.30e+05 wall_t:1827 t:14375 epi:nan +opt_step:42939 lr:0.0003 alpha:0.01564 +2026-02-13 00:06:02 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:561.75 total_reward_ma:331.55 loss:-8.61 fps:126.1 +frame:2.40e+05 wall_t:1904 t:15000 epi:nan +opt_step:44814 lr:0.0003 alpha:0.01685 +2026-02-13 00:07:19 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:585.50 total_reward_ma:341.70 loss:-8.517 fps:126.1 +frame:2.50e+05 wall_t:1982 t:15625 epi:nan +opt_step:46689 lr:0.0003 alpha:0.01811 +2026-02-13 00:08:37 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:593.25 total_reward_ma:351.38 loss:-8.673 fps:126.2 +frame:2.60e+05 wall_t:2060 t:16250 epi:nan +opt_step:48564 lr:0.0003 alpha:0.02012 +2026-02-13 00:09:56 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:601.00 total_reward_ma:360.62 loss:-8.136 fps:126.3 +frame:2.70e+05 wall_t:2138 t:16875 epi:nan +opt_step:50439 lr:0.0003 alpha:0.02099 +2026-02-13 00:11:15 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:605.25 total_reward_ma:369.36 loss:-8.069 fps:126.3 +frame:2.80e+05 wall_t:2217 t:17500 epi:nan +opt_step:52314 lr:0.0003 alpha:0.02291 +2026-02-13 00:12:34 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:612.75 total_reward_ma:377.75 loss:-7.908 fps:126.3 +frame:2.90e+05 wall_t:2297 t:18125 epi:nan +opt_step:54189 lr:0.0003 alpha:0.02524 +2026-02-13 00:13:53 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:608.00 total_reward_ma:385.43 loss:-8 fps:126.3 +frame:3.00e+05 wall_t:2376 t:18750 epi:nan +opt_step:56064 lr:0.0003 alpha:0.0279 +2026-02-13 00:15:11 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:602.00 total_reward_ma:392.41 loss:-7.809 fps:126.3 +frame:3.10e+05 wall_t:2454 t:19375 epi:nan +opt_step:57939 lr:0.0003 alpha:0.02905 +2026-02-13 00:16:30 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:611.00 total_reward_ma:399.24 loss:-7.798 fps:126.3 +frame:3.20e+05 wall_t:2533 t:20000 epi:nan +opt_step:59814 lr:0.0003 alpha:0.03144 +2026-02-13 00:17:49 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:611.50 total_reward_ma:405.68 loss:-7.975 fps:126.3 +frame:3.30e+05 wall_t:2612 t:20625 epi:nan +opt_step:61689 lr:0.0003 alpha:0.03231 +2026-02-13 00:19:07 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:612.00 total_reward_ma:411.75 loss:-7.613 fps:126.4 +frame:3.40e+05 wall_t:2690 t:21250 epi:nan +opt_step:63564 lr:0.0003 alpha:0.03353 +2026-02-13 00:20:27 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:613.50 total_reward_ma:417.51 loss:-8.312 fps:126.4 +frame:3.50e+05 wall_t:2769 t:21875 epi:nan +opt_step:65439 lr:0.0003 alpha:0.03387 +2026-02-13 00:21:44 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:614.50 total_reward_ma:422.98 loss:-8.268 fps:126.4 +frame:3.60e+05 wall_t:2847 t:22500 epi:nan +opt_step:67314 lr:0.0003 alpha:0.03459 +2026-02-13 00:23:02 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:658.75 total_reward_ma:429.35 loss:-8.053 fps:126.5 +frame:3.70e+05 wall_t:2925 t:23125 epi:nan +opt_step:69189 lr:0.0003 alpha:0.03355 +2026-02-13 00:24:21 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:669.75 total_reward_ma:435.68 loss:-8.063 fps:126.5 +frame:3.80e+05 wall_t:3004 t:23750 epi:nan +opt_step:71064 lr:0.0003 alpha:0.03452 +2026-02-13 00:25:40 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:673.75 total_reward_ma:441.78 loss:-8.162 fps:126.5 +frame:3.90e+05 wall_t:3083 t:24375 epi:nan +opt_step:72939 lr:0.0003 alpha:0.03326 +2026-02-13 00:26:59 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:656.75 total_reward_ma:447.16 loss:-8.327 fps:126.5 +frame:4.00e+05 wall_t:3162 t:25000 epi:nan +opt_step:74814 lr:0.0003 alpha:0.0329 +2026-02-13 00:28:18 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:681.75 total_reward_ma:452.88 loss:-8.219 fps:126.5 +frame:4.10e+05 wall_t:3241 t:25625 epi:nan +opt_step:76689 lr:0.0003 alpha:0.03256 +2026-02-13 00:29:37 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:691.25 total_reward_ma:458.56 loss:-8.165 fps:126.5 +frame:4.20e+05 wall_t:3320 t:26250 epi:nan +opt_step:78564 lr:0.0003 alpha:0.03157 +2026-02-13 00:30:55 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:711.25 total_reward_ma:464.43 loss:-7.907 fps:126.5 +frame:4.30e+05 wall_t:3398 t:26875 epi:nan +opt_step:80439 lr:0.0003 alpha:0.03168 +2026-02-13 00:32:14 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:794.50 total_reward_ma:471.93 loss:-7.699 fps:126.5 +frame:4.40e+05 wall_t:3477 t:27500 epi:nan +opt_step:82314 lr:0.0003 alpha:0.03101 +2026-02-13 00:33:33 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:770.75 total_reward_ma:478.57 loss:-8.505 fps:126.5 +frame:4.50e+05 wall_t:3556 t:28125 epi:nan +opt_step:84189 lr:0.0003 alpha:0.02951 +2026-02-13 00:34:52 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:826.75 total_reward_ma:486.14 loss:-8.242 fps:126.5 +frame:4.60e+05 wall_t:3635 t:28750 epi:nan +opt_step:86064 lr:0.0003 alpha:0.02849 +2026-02-13 00:36:11 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:934.00 total_reward_ma:495.67 loss:-8.064 fps:126.5 +frame:4.70e+05 wall_t:3714 t:29375 epi:nan +opt_step:87939 lr:0.0003 alpha:0.02882 +2026-02-13 00:37:30 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:973.00 total_reward_ma:505.62 loss:-8.203 fps:126.5 +frame:4.80e+05 wall_t:3793 t:30000 epi:nan +opt_step:89814 lr:0.0003 alpha:0.02907 +2026-02-13 00:38:48 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:1004.50 total_reward_ma:515.80 loss:-8.16 fps:126.6 +frame:4.90e+05 wall_t:3871 t:30625 epi:nan +opt_step:91689 lr:0.0003 alpha:0.02915 +2026-02-13 00:40:07 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:1058.50 total_reward_ma:526.65 loss:-8.043 fps:126.6 +frame:5.00e+05 wall_t:3950 t:31250 epi:nan +opt_step:93564 lr:0.0003 alpha:0.02868 +2026-02-13 00:41:26 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:1136.00 total_reward_ma:538.60 loss:-7.658 fps:126.6 +frame:5.10e+05 wall_t:4029 t:31875 epi:nan +opt_step:95439 lr:0.0003 alpha:0.02883 +2026-02-13 00:42:44 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:1198.00 total_reward_ma:551.28 loss:-7.185 fps:126.6 +frame:5.20e+05 wall_t:4107 t:32500 epi:nan +opt_step:97314 lr:0.0003 alpha:0.0288 +2026-02-13 00:44:03 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:1237.75 total_reward_ma:564.23 loss:-7.525 fps:126.6 +frame:5.30e+05 wall_t:4186 t:33125 epi:nan +opt_step:99189 lr:0.0003 alpha:0.02904 +2026-02-13 00:45:22 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:1190.00 total_reward_ma:575.82 loss:-7.548 fps:126.6 +frame:5.40e+05 wall_t:4265 t:33750 epi:nan +opt_step:101064 lr:0.0003 alpha:0.02861 +2026-02-13 00:46:41 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:1156.50 total_reward_ma:586.38 loss:-7.715 fps:126.6 +frame:5.50e+05 wall_t:4344 t:34375 epi:nan +opt_step:102939 lr:0.0003 alpha:0.02868 +2026-02-13 00:48:00 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:1165.50 total_reward_ma:596.72 loss:-7.354 fps:126.6 +frame:5.60e+05 wall_t:4423 t:35000 epi:nan +opt_step:104814 lr:0.0003 alpha:0.0288 +2026-02-13 00:49:18 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:1271.25 total_reward_ma:608.55 loss:-7.488 fps:126.6 +frame:5.70e+05 wall_t:4501 t:35625 epi:nan +opt_step:106689 lr:0.0003 alpha:0.02918 +2026-02-13 00:50:37 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:1327.25 total_reward_ma:620.95 loss:-6.741 fps:126.6 +frame:5.80e+05 wall_t:4580 t:36250 epi:nan +opt_step:108564 lr:0.0003 alpha:0.0296 +2026-02-13 00:51:56 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:1344.50 total_reward_ma:633.21 loss:-6.739 fps:126.6 +frame:5.90e+05 wall_t:4659 t:36875 epi:nan +opt_step:110439 lr:0.0003 alpha:0.03009 +2026-02-13 00:53:15 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:1291.25 total_reward_ma:644.18 loss:-6.376 fps:126.7 +frame:6.00e+05 wall_t:4737 t:37500 epi:nan +opt_step:112314 lr:0.0003 alpha:0.02937 +2026-02-13 00:54:33 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:1394.25 total_reward_ma:656.47 loss:-6.754 fps:126.7 +frame:6.10e+05 wall_t:4816 t:38125 epi:nan +opt_step:114189 lr:0.0003 alpha:0.02982 +2026-02-13 00:55:52 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:1395.50 total_reward_ma:668.39 loss:-7.047 fps:126.7 +frame:6.20e+05 wall_t:4895 t:38750 epi:nan +opt_step:116064 lr:0.0003 alpha:0.03014 +2026-02-13 00:57:10 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:1524.25 total_reward_ma:681.98 loss:-7.022 fps:126.7 +frame:6.30e+05 wall_t:4973 t:39375 epi:nan +opt_step:117939 lr:0.0003 alpha:0.03049 +2026-02-13 00:58:29 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:1717.00 total_reward_ma:698.15 loss:-7.024 fps:126.7 +frame:6.40e+05 wall_t:5052 t:40000 epi:nan +opt_step:119814 lr:0.0003 alpha:0.03099 +2026-02-13 00:59:47 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:1766.25 total_reward_ma:714.58 loss:-7.206 fps:126.7 +frame:6.50e+05 wall_t:5130 t:40625 epi:nan +opt_step:121689 lr:0.0003 alpha:0.03202 +2026-02-13 01:01:06 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:1780.25 total_reward_ma:730.73 loss:-7.293 fps:126.7 +frame:6.60e+05 wall_t:5209 t:41250 epi:nan +opt_step:123564 lr:0.0003 alpha:0.03296 +2026-02-13 01:02:23 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:1751.75 total_reward_ma:745.97 loss:-7.295 fps:126.7 +frame:6.70e+05 wall_t:5286 t:41875 epi:nan +opt_step:125439 lr:0.0003 alpha:0.03347 +2026-02-13 01:03:41 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:1844.75 total_reward_ma:762.13 loss:-6.895 fps:126.8 +frame:6.80e+05 wall_t:5363 t:42500 epi:nan +opt_step:127314 lr:0.0003 alpha:0.03515 +2026-02-13 01:04:58 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:1837.75 total_reward_ma:777.72 loss:-7.828 fps:126.8 +frame:6.90e+05 wall_t:5441 t:43125 epi:nan +opt_step:129189 lr:0.0003 alpha:0.038 +2026-02-13 01:06:15 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:1978.25 total_reward_ma:794.87 loss:-7.524 fps:126.9 +frame:7.00e+05 wall_t:5518 t:43750 epi:nan +opt_step:131064 lr:0.0003 alpha:0.04082 +2026-02-13 01:07:33 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:1925.25 total_reward_ma:810.79 loss:-8.286 fps:126.9 +frame:7.10e+05 wall_t:5595 t:44375 epi:nan +opt_step:132939 lr:0.0003 alpha:0.04322 +2026-02-13 01:08:50 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:1886.25 total_reward_ma:825.72 loss:-8.605 fps:126.9 +frame:7.20e+05 wall_t:5673 t:45000 epi:nan +opt_step:134814 lr:0.0003 alpha:0.04652 +2026-02-13 01:10:07 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:1830.25 total_reward_ma:839.48 loss:-9.584 fps:127 +frame:7.30e+05 wall_t:5750 t:45625 epi:nan +opt_step:136689 lr:0.0003 alpha:0.04972 +2026-02-13 01:11:25 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:1938.00 total_reward_ma:854.33 loss:-11.3 fps:127 +frame:7.40e+05 wall_t:5828 t:46250 epi:nan +opt_step:138564 lr:0.0003 alpha:0.05393 +2026-02-13 01:12:43 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:1937.75 total_reward_ma:868.77 loss:-12.35 fps:127 +frame:7.50e+05 wall_t:5905 t:46875 epi:nan +opt_step:140439 lr:0.0003 alpha:0.0586 +2026-02-13 01:14:00 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:1915.75 total_reward_ma:882.55 loss:-16.06 fps:127 +frame:7.60e+05 wall_t:5983 t:47500 epi:nan +opt_step:142314 lr:0.0003 alpha:0.06388 +2026-02-13 01:15:18 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:1761.75 total_reward_ma:893.97 loss:-18.59 fps:127 +frame:7.70e+05 wall_t:6061 t:48125 epi:nan +opt_step:144189 lr:0.0003 alpha:0.07093 +2026-02-13 01:16:35 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:1725.50 total_reward_ma:904.63 loss:-27.12 fps:127.1 +frame:7.80e+05 wall_t:6138 t:48750 epi:nan +opt_step:146064 lr:0.0003 alpha:0.0787 +2026-02-13 01:17:53 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:1557.00 total_reward_ma:912.89 loss:-32.68 fps:127.1 +frame:7.90e+05 wall_t:6216 t:49375 epi:nan +opt_step:147939 lr:0.0003 alpha:0.08505 +2026-02-13 01:19:11 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:1474.00 total_reward_ma:919.90 loss:-31.12 fps:127.1 +frame:8.00e+05 wall_t:6294 t:50000 epi:nan +opt_step:149814 lr:0.0003 alpha:0.09549 +2026-02-13 01:20:29 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:1236.00 total_reward_ma:923.80 loss:-29.92 fps:127.1 +frame:8.10e+05 wall_t:6372 t:50625 epi:nan +opt_step:151689 lr:0.0003 alpha:0.1122 +2026-02-13 01:21:46 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:1249.00 total_reward_ma:927.77 loss:-44.22 fps:127.2 +frame:8.20e+05 wall_t:6449 t:51250 epi:nan +opt_step:153564 lr:0.0003 alpha:0.1251 +2026-02-13 01:23:04 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:1167.00 total_reward_ma:930.65 loss:-51.37 fps:127.2 +frame:8.30e+05 wall_t:6527 t:51875 epi:nan +opt_step:155439 lr:0.0003 alpha:0.1328 +2026-02-13 01:24:21 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:1001.25 total_reward_ma:931.49 loss:-53.87 fps:127.2 +frame:8.40e+05 wall_t:6604 t:52500 epi:nan +opt_step:157314 lr:0.0003 alpha:0.1431 +2026-02-13 01:25:39 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:927.00 total_reward_ma:931.44 loss:-58.97 fps:127.2 +frame:8.50e+05 wall_t:6682 t:53125 epi:nan +opt_step:159189 lr:0.0003 alpha:0.1639 +2026-02-13 01:26:56 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:869.00 total_reward_ma:930.71 loss:-66.79 fps:127.2 +frame:8.60e+05 wall_t:6759 t:53750 epi:nan +opt_step:161064 lr:0.0003 alpha:0.1806 +2026-02-13 01:28:14 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:843.25 total_reward_ma:929.71 loss:-67.02 fps:127.2 +frame:8.70e+05 wall_t:6837 t:54375 epi:nan +opt_step:162939 lr:0.0003 alpha:0.1971 +2026-02-13 01:29:32 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:625.50 total_reward_ma:926.25 loss:-76.43 fps:127.3 +frame:8.80e+05 wall_t:6914 t:55000 epi:nan +opt_step:164814 lr:0.0003 alpha:0.2109 +2026-02-13 01:30:49 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:695.50 total_reward_ma:923.66 loss:-66.01 fps:127.3 +frame:8.90e+05 wall_t:6992 t:55625 epi:nan +opt_step:166689 lr:0.0003 alpha:0.2228 +2026-02-13 01:32:06 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:765.25 total_reward_ma:921.90 loss:-81.72 fps:127.3 +frame:9.00e+05 wall_t:7069 t:56250 epi:nan +opt_step:168564 lr:0.0003 alpha:0.2405 +2026-02-13 01:33:23 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:770.25 total_reward_ma:920.23 loss:-83.51 fps:127.3 +frame:9.10e+05 wall_t:7146 t:56875 epi:nan +opt_step:170439 lr:0.0003 alpha:0.257 +2026-02-13 01:34:41 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:847.50 total_reward_ma:919.44 loss:-83.04 fps:127.4 +frame:9.20e+05 wall_t:7224 t:57500 epi:nan +opt_step:172314 lr:0.0003 alpha:0.2753 +2026-02-13 01:35:59 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:878.50 total_reward_ma:919.00 loss:-92.74 fps:127.4 +frame:9.30e+05 wall_t:7302 t:58125 epi:nan +opt_step:174189 lr:0.0003 alpha:0.2823 +2026-02-13 01:37:16 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:856.25 total_reward_ma:918.33 loss:-101.8 fps:127.4 +frame:9.40e+05 wall_t:7379 t:58750 epi:nan +opt_step:176064 lr:0.0003 alpha:0.2921 +2026-02-13 01:38:34 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:923.00 total_reward_ma:918.38 loss:-97.2 fps:127.4 +frame:9.50e+05 wall_t:7457 t:59375 epi:nan +opt_step:177939 lr:0.0003 alpha:0.2919 +2026-02-13 01:39:51 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:981.25 total_reward_ma:919.04 loss:-111 fps:127.4 +frame:9.60e+05 wall_t:7534 t:60000 epi:nan +opt_step:179814 lr:0.0003 alpha:0.2919 +2026-02-13 01:41:09 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:1018.75 total_reward_ma:920.07 loss:-101.6 fps:127.4 +frame:9.70e+05 wall_t:7611 t:60625 epi:nan +opt_step:181689 lr:0.0003 alpha:0.2736 +2026-02-13 01:42:26 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:1080.00 total_reward_ma:921.70 loss:-96.78 fps:127.5 +frame:9.80e+05 wall_t:7689 t:61250 epi:nan +opt_step:183564 lr:0.0003 alpha:0.2634 +2026-02-13 01:43:43 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:1100.75 total_reward_ma:923.51 loss:-97.89 fps:127.5 +frame:9.90e+05 wall_t:7766 t:61875 epi:nan +opt_step:185439 lr:0.0003 alpha:0.2387 +2026-02-13 01:45:01 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:1143.75 total_reward_ma:925.71 loss:-97.12 fps:127.5 +frame:1.00e+06 wall_t:7844 t:62500 epi:nan +opt_step:187314 lr:0.0003 alpha:0.2238 +2026-02-13 01:46:18 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:1119.00 total_reward_ma:935.39 loss:-95.9 fps:127.5 +frame:1.01e+06 wall_t:7921 t:63125 epi:nan +opt_step:189189 lr:0.0003 alpha:0.2078 +2026-02-13 01:47:36 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:1194.75 total_reward_ma:945.62 loss:-93.94 fps:127.5 +frame:1.02e+06 wall_t:7999 t:63750 epi:nan +opt_step:191064 lr:0.0003 alpha:0.1932 +2026-02-13 01:48:53 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:1201.50 total_reward_ma:956.09 loss:-95.56 fps:127.5 +frame:1.03e+06 wall_t:8076 t:64375 epi:nan +opt_step:192939 lr:0.0003 alpha:0.1774 +2026-02-13 01:50:10 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:1182.25 total_reward_ma:966.18 loss:-88.25 fps:127.6 +frame:1.04e+06 wall_t:8153 t:65000 epi:nan +opt_step:194814 lr:0.0003 alpha:0.165 +2026-02-13 01:51:28 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:1079.75 total_reward_ma:975.41 loss:-87.39 fps:127.6 +frame:1.05e+06 wall_t:8231 t:65625 epi:nan +opt_step:196689 lr:0.0003 alpha:0.1505 +2026-02-13 01:52:45 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:1071.50 total_reward_ma:984.35 loss:-86.31 fps:127.6 +frame:1.06e+06 wall_t:8308 t:66250 epi:nan +opt_step:198564 lr:0.0003 alpha:0.1387 +2026-02-13 01:54:03 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:1103.25 total_reward_ma:993.64 loss:-79.53 fps:127.6 +frame:1.07e+06 wall_t:8385 t:66875 epi:nan +opt_step:200439 lr:0.0003 alpha:0.1298 +2026-02-13 01:55:20 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:1122.75 total_reward_ma:1002.97 loss:-73.31 fps:127.6 +frame:1.08e+06 wall_t:8463 t:67500 epi:nan +opt_step:202314 lr:0.0003 alpha:0.1179 +2026-02-13 01:56:37 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:1161.00 total_reward_ma:1012.70 loss:-74.31 fps:127.6 +frame:1.09e+06 wall_t:8540 t:68125 epi:nan +opt_step:204189 lr:0.0003 alpha:0.1066 +2026-02-13 01:57:55 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:1086.75 total_reward_ma:1021.29 loss:-68.9 fps:127.6 +frame:1.10e+06 wall_t:8618 t:68750 epi:nan +opt_step:206064 lr:0.0003 alpha:0.09796 +2026-02-13 01:59:12 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:1095.75 total_reward_ma:1029.65 loss:-64.91 fps:127.7 +frame:1.11e+06 wall_t:8695 t:69375 epi:nan +opt_step:207939 lr:0.0003 alpha:0.08724 +2026-02-13 02:00:29 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:1133.75 total_reward_ma:1038.05 loss:-61.55 fps:127.7 +frame:1.12e+06 wall_t:8772 t:70000 epi:nan +opt_step:209814 lr:0.0003 alpha:0.08033 +2026-02-13 02:01:47 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:1152.75 total_reward_ma:1046.30 loss:-58.23 fps:127.7 +frame:1.13e+06 wall_t:8850 t:70625 epi:nan +opt_step:211689 lr:0.0003 alpha:0.07398 +2026-02-13 02:03:04 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:1058.00 total_reward_ma:1053.45 loss:-55.93 fps:127.7 +frame:1.14e+06 wall_t:8927 t:71250 epi:nan +opt_step:213564 lr:0.0003 alpha:0.06762 +2026-02-13 02:04:21 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:1106.75 total_reward_ma:1060.84 loss:-51.33 fps:127.7 +frame:1.15e+06 wall_t:9004 t:71875 epi:nan +opt_step:215439 lr:0.0003 alpha:0.06123 +2026-02-13 02:05:39 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:991.50 total_reward_ma:1066.64 loss:-49.99 fps:127.7 +frame:1.16e+06 wall_t:9082 t:72500 epi:nan +opt_step:217314 lr:0.0003 alpha:0.0574 +2026-02-13 02:06:57 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:956.50 total_reward_ma:1071.74 loss:-46.68 fps:127.7 +frame:1.17e+06 wall_t:9160 t:73125 epi:nan +opt_step:219189 lr:0.0003 alpha:0.05413 +2026-02-13 02:08:15 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:960.50 total_reward_ma:1076.27 loss:-43.45 fps:127.7 +frame:1.18e+06 wall_t:9238 t:73750 epi:nan +opt_step:221064 lr:0.0003 alpha:0.05125 +2026-02-13 02:09:33 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:916.00 total_reward_ma:1080.17 loss:-40.76 fps:127.7 +frame:1.19e+06 wall_t:9316 t:74375 epi:nan +opt_step:222939 lr:0.0003 alpha:0.04718 +2026-02-13 02:10:50 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:977.75 total_reward_ma:1084.74 loss:-38.55 fps:127.8 +frame:1.20e+06 wall_t:9393 t:75000 epi:nan +opt_step:224814 lr:0.0003 alpha:0.044 +2026-02-13 02:12:08 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:933.50 total_reward_ma:1088.74 loss:-35.64 fps:127.8 +frame:1.21e+06 wall_t:9471 t:75625 epi:nan +opt_step:226689 lr:0.0003 alpha:0.04054 +2026-02-13 02:13:26 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:1024.00 total_reward_ma:1093.57 loss:-33.75 fps:127.8 +frame:1.22e+06 wall_t:9549 t:76250 epi:nan +opt_step:228564 lr:0.0003 alpha:0.0386 +2026-02-13 02:14:43 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:1054.25 total_reward_ma:1098.59 loss:-30.21 fps:127.8 +frame:1.23e+06 wall_t:9626 t:76875 epi:nan +opt_step:230439 lr:0.0003 alpha:0.03694 +2026-02-13 02:16:00 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:1174.00 total_reward_ma:1104.71 loss:-30.22 fps:127.8 +frame:1.24e+06 wall_t:9703 t:77500 epi:nan +opt_step:232314 lr:0.0003 alpha:0.0358 +2026-02-13 02:17:18 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:1316.75 total_reward_ma:1112.03 loss:-28 fps:127.8 +frame:1.25e+06 wall_t:9780 t:78125 epi:nan +opt_step:234189 lr:0.0003 alpha:0.03412 +2026-02-13 02:18:35 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:1419.75 total_reward_ma:1120.29 loss:-27.1 fps:127.8 +frame:1.26e+06 wall_t:9857 t:78750 epi:nan +opt_step:236064 lr:0.0003 alpha:0.03324 +2026-02-13 02:19:52 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:1575.00 total_reward_ma:1130.03 loss:-24.92 fps:127.8 +frame:1.27e+06 wall_t:9935 t:79375 epi:nan +opt_step:237939 lr:0.0003 alpha:0.03182 +2026-02-13 02:21:08 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:1815.25 total_reward_ma:1142.13 loss:-24.86 fps:127.9 +frame:1.28e+06 wall_t:10011 t:80000 epi:nan +opt_step:239814 lr:0.0003 alpha:0.03279 +2026-02-13 02:22:24 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:2028.25 total_reward_ma:1156.29 loss:-23.34 fps:127.9 +frame:1.29e+06 wall_t:10087 t:80625 epi:nan +opt_step:241689 lr:0.0003 alpha:0.0324 +2026-02-13 02:23:41 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:2190.50 total_reward_ma:1172.11 loss:-21.15 fps:127.9 +frame:1.30e+06 wall_t:10164 t:81250 epi:nan +opt_step:243564 lr:0.0003 alpha:0.03529 +2026-02-13 02:24:57 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:2346.00 total_reward_ma:1189.55 loss:-20.67 fps:127.9 +frame:1.31e+06 wall_t:10240 t:81875 epi:nan +opt_step:245439 lr:0.0003 alpha:0.03733 +2026-02-13 02:26:13 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:2456.25 total_reward_ma:1208.00 loss:-19.54 fps:128 +frame:1.32e+06 wall_t:10316 t:82500 epi:nan +opt_step:247314 lr:0.0003 alpha:0.03945 +2026-02-13 02:27:29 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:2587.00 total_reward_ma:1227.76 loss:-18.95 fps:128 +frame:1.33e+06 wall_t:10392 t:83125 epi:nan +opt_step:249189 lr:0.0003 alpha:0.04142 +2026-02-13 02:28:44 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:2689.75 total_reward_ma:1248.54 loss:-18.24 fps:128 +frame:1.34e+06 wall_t:10467 t:83750 epi:nan +opt_step:251064 lr:0.0003 alpha:0.04366 +2026-02-13 02:30:01 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:2798.75 total_reward_ma:1270.39 loss:-19.12 fps:128 +frame:1.35e+06 wall_t:10544 t:84375 epi:nan +opt_step:252939 lr:0.0003 alpha:0.04876 +2026-02-13 02:31:17 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:2663.00 total_reward_ma:1290.87 loss:-17.82 fps:128.1 +frame:1.36e+06 wall_t:10620 t:85000 epi:nan +opt_step:254814 lr:0.0003 alpha:0.05206 +2026-02-13 02:32:33 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:2496.50 total_reward_ma:1309.25 loss:-17.65 fps:128.1 +frame:1.37e+06 wall_t:10696 t:85625 epi:nan +opt_step:256689 lr:0.0003 alpha:0.05505 +2026-02-13 02:33:49 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:2375.75 total_reward_ma:1326.31 loss:-17.48 fps:128.1 +frame:1.38e+06 wall_t:10772 t:86250 epi:nan +opt_step:258564 lr:0.0003 alpha:0.0544 +2026-02-13 02:35:06 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:2369.50 total_reward_ma:1343.27 loss:-16.99 fps:128.1 +frame:1.39e+06 wall_t:10849 t:86875 epi:nan +opt_step:260439 lr:0.0003 alpha:0.05494 +2026-02-13 02:36:23 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:2381.25 total_reward_ma:1360.51 loss:-17.01 fps:128.1 +frame:1.40e+06 wall_t:10926 t:87500 epi:nan +opt_step:262314 lr:0.0003 alpha:0.05615 +2026-02-13 02:37:39 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:2198.25 total_reward_ma:1375.68 loss:-17.44 fps:128.2 +frame:1.41e+06 wall_t:11002 t:88125 epi:nan +opt_step:264189 lr:0.0003 alpha:0.05824 +2026-02-13 02:38:55 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:2075.75 total_reward_ma:1389.52 loss:-17.36 fps:128.2 +frame:1.42e+06 wall_t:11078 t:88750 epi:nan +opt_step:266064 lr:0.0003 alpha:0.06127 +2026-02-13 02:40:12 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:2047.75 total_reward_ma:1402.89 loss:-17.92 fps:128.2 +frame:1.43e+06 wall_t:11155 t:89375 epi:nan +opt_step:267939 lr:0.0003 alpha:0.06097 +2026-02-13 02:41:29 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:2115.25 total_reward_ma:1416.09 loss:-18.45 fps:128.2 +frame:1.44e+06 wall_t:11232 t:90000 epi:nan +opt_step:269814 lr:0.0003 alpha:0.06148 +2026-02-13 02:42:45 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:2139.25 total_reward_ma:1429.78 loss:-18.06 fps:128.2 +frame:1.45e+06 wall_t:11308 t:90625 epi:nan +opt_step:271689 lr:0.0003 alpha:0.06334 +2026-02-13 02:44:02 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:2268.00 total_reward_ma:1444.19 loss:-18.47 fps:128.2 +frame:1.46e+06 wall_t:11385 t:91250 epi:nan +opt_step:273564 lr:0.0003 alpha:0.06102 +2026-02-13 02:45:18 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:2331.75 total_reward_ma:1458.17 loss:-19.62 fps:128.3 +frame:1.47e+06 wall_t:11461 t:91875 epi:nan +opt_step:275439 lr:0.0003 alpha:0.0621 +2026-02-13 02:46:35 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:2386.00 total_reward_ma:1472.30 loss:-17.82 fps:128.3 +frame:1.48e+06 wall_t:11538 t:92500 epi:nan +opt_step:277314 lr:0.0003 alpha:0.06374 +2026-02-13 02:47:51 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:2405.00 total_reward_ma:1486.31 loss:-18.21 fps:128.3 +frame:1.49e+06 wall_t:11614 t:93125 epi:nan +opt_step:279189 lr:0.0003 alpha:0.06527 +2026-02-13 02:49:07 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:2383.75 total_reward_ma:1499.56 loss:-18.79 fps:128.3 +frame:1.50e+06 wall_t:11690 t:93750 epi:nan +opt_step:281064 lr:0.0003 alpha:0.06735 +2026-02-13 02:50:23 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:2506.00 total_reward_ma:1513.26 loss:-19.75 fps:128.3 +frame:1.51e+06 wall_t:11766 t:94375 epi:nan +opt_step:282939 lr:0.0003 alpha:0.06757 +2026-02-13 02:51:39 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:2510.25 total_reward_ma:1526.38 loss:-18.43 fps:128.4 +frame:1.52e+06 wall_t:11842 t:95000 epi:nan +opt_step:284814 lr:0.0003 alpha:0.06574 +2026-02-13 02:52:55 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:2539.50 total_reward_ma:1539.40 loss:-20.03 fps:128.4 +frame:1.53e+06 wall_t:11918 t:95625 epi:nan +opt_step:286689 lr:0.0003 alpha:0.06481 +2026-02-13 02:54:11 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:2525.25 total_reward_ma:1552.75 loss:-19.37 fps:128.4 +frame:1.54e+06 wall_t:11993 t:96250 epi:nan +opt_step:288564 lr:0.0003 alpha:0.06287 +2026-02-13 02:55:27 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:2531.00 total_reward_ma:1566.49 loss:-19.69 fps:128.4 +frame:1.55e+06 wall_t:12070 t:96875 epi:nan +opt_step:290439 lr:0.0003 alpha:0.06405 +2026-02-13 02:56:45 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:2398.75 total_reward_ma:1578.83 loss:-19.89 fps:128.4 +frame:1.56e+06 wall_t:12147 t:97500 epi:nan +opt_step:292314 lr:0.0003 alpha:0.06247 +2026-02-13 02:58:02 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:2376.75 total_reward_ma:1589.88 loss:-20.31 fps:128.4 +frame:1.57e+06 wall_t:12224 t:98125 epi:nan +opt_step:294189 lr:0.0003 alpha:0.06028 +2026-02-13 02:59:18 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:2537.50 total_reward_ma:1601.98 loss:-20.9 fps:128.5 +frame:1.58e+06 wall_t:12300 t:98750 epi:nan +opt_step:296064 lr:0.0003 alpha:0.05768 +2026-02-13 03:00:34 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:2618.75 total_reward_ma:1614.73 loss:-21.12 fps:128.5 +frame:1.59e+06 wall_t:12377 t:99375 epi:nan +opt_step:297939 lr:0.0003 alpha:0.05495 +2026-02-13 03:01:50 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:2842.75 total_reward_ma:1630.24 loss:-21.03 fps:128.5 +frame:1.60e+06 wall_t:12453 t:100000 epi:nan +opt_step:299814 lr:0.0003 alpha:0.0518 +2026-02-13 03:03:06 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:2968.25 total_reward_ma:1645.98 loss:-18.45 fps:128.5 +frame:1.61e+06 wall_t:12529 t:100625 epi:nan +opt_step:301689 lr:0.0003 alpha:0.05039 +2026-02-13 03:04:21 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:3161.00 total_reward_ma:1663.64 loss:-18.32 fps:128.5 +frame:1.62e+06 wall_t:12604 t:101250 epi:nan +opt_step:303564 lr:0.0003 alpha:0.04875 +2026-02-13 03:05:38 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:3232.00 total_reward_ma:1680.71 loss:-20.19 fps:128.5 +frame:1.63e+06 wall_t:12681 t:101875 epi:nan +opt_step:305439 lr:0.0003 alpha:0.04798 +2026-02-13 03:06:54 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:3380.00 total_reward_ma:1697.34 loss:-18.19 fps:128.6 +frame:1.64e+06 wall_t:12757 t:102500 epi:nan +opt_step:307314 lr:0.0003 alpha:0.04587 +2026-02-13 03:08:11 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:3677.25 total_reward_ma:1716.45 loss:-18.03 fps:128.6 +frame:1.65e+06 wall_t:12834 t:103125 epi:nan +opt_step:309189 lr:0.0003 alpha:0.04452 +2026-02-13 03:09:27 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:3924.25 total_reward_ma:1737.90 loss:-18.23 fps:128.6 +frame:1.66e+06 wall_t:12910 t:103750 epi:nan +opt_step:311064 lr:0.0003 alpha:0.04511 +2026-02-13 03:10:43 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:4094.75 total_reward_ma:1761.32 loss:-17.19 fps:128.6 +frame:1.67e+06 wall_t:12986 t:104375 epi:nan +opt_step:312939 lr:0.0003 alpha:0.0418 +2026-02-13 03:11:59 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:4290.00 total_reward_ma:1785.78 loss:-17.47 fps:128.6 +frame:1.68e+06 wall_t:13062 t:105000 epi:nan +opt_step:314814 lr:0.0003 alpha:0.04081 +2026-02-13 03:13:16 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:4393.50 total_reward_ma:1811.33 loss:-17.89 fps:128.6 +frame:1.69e+06 wall_t:13139 t:105625 epi:nan +opt_step:316689 lr:0.0003 alpha:0.03849 +2026-02-13 03:14:33 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:4407.75 total_reward_ma:1835.63 loss:-18.12 fps:128.6 +frame:1.70e+06 wall_t:13216 t:106250 epi:nan +opt_step:318564 lr:0.0003 alpha:0.03725 +2026-02-13 03:15:50 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:4372.50 total_reward_ma:1860.10 loss:-15.28 fps:128.6 +frame:1.71e+06 wall_t:13293 t:106875 epi:nan +opt_step:320439 lr:0.0003 alpha:0.03751 +2026-02-13 03:17:05 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:4482.50 total_reward_ma:1886.06 loss:-16.28 fps:128.7 +frame:1.72e+06 wall_t:13368 t:107500 epi:nan +opt_step:322314 lr:0.0003 alpha:0.03538 +2026-02-13 03:18:22 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:4474.75 total_reward_ma:1912.51 loss:-16.35 fps:128.7 +frame:1.73e+06 wall_t:13445 t:108125 epi:nan +opt_step:324189 lr:0.0003 alpha:0.03308 +2026-02-13 03:19:38 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:4542.25 total_reward_ma:1938.55 loss:-17.21 fps:128.7 +frame:1.74e+06 wall_t:13521 t:108750 epi:nan +opt_step:326064 lr:0.0003 alpha:0.03264 +2026-02-13 03:20:54 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:4533.25 total_reward_ma:1964.51 loss:-16.05 fps:128.7 +frame:1.75e+06 wall_t:13597 t:109375 epi:nan +opt_step:327939 lr:0.0003 alpha:0.03061 +2026-02-13 03:22:09 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:4478.25 total_reward_ma:1990.13 loss:-15.49 fps:128.7 +frame:1.76e+06 wall_t:13672 t:110000 epi:nan +opt_step:329814 lr:0.0003 alpha:0.0299 +2026-02-13 03:23:26 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:4542.25 total_reward_ma:2017.94 loss:-14.96 fps:128.7 +frame:1.77e+06 wall_t:13749 t:110625 epi:nan +opt_step:331689 lr:0.0003 alpha:0.02972 +2026-02-13 03:24:42 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:4751.00 total_reward_ma:2048.19 loss:-15.2 fps:128.8 +frame:1.78e+06 wall_t:13825 t:111250 epi:nan +opt_step:333564 lr:0.0003 alpha:0.02845 +2026-02-13 03:25:59 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:4870.00 total_reward_ma:2081.32 loss:-13.5 fps:128.8 +frame:1.79e+06 wall_t:13902 t:111875 epi:nan +opt_step:335439 lr:0.0003 alpha:0.02866 +2026-02-13 03:27:16 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:4945.00 total_reward_ma:2116.03 loss:-15.4 fps:128.8 +frame:1.80e+06 wall_t:13979 t:112500 epi:nan +opt_step:337314 lr:0.0003 alpha:0.02959 +2026-02-13 03:28:33 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:5064.50 total_reward_ma:2154.32 loss:-14.44 fps:128.8 +frame:1.81e+06 wall_t:14056 t:113125 epi:nan +opt_step:339189 lr:0.0003 alpha:0.03079 +2026-02-13 03:29:54 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:5202.50 total_reward_ma:2193.85 loss:-16.21 fps:128.7 +frame:1.82e+06 wall_t:14137 t:113750 epi:nan +opt_step:341064 lr:0.0003 alpha:0.03127 +2026-02-13 03:31:13 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:5192.50 total_reward_ma:2234.11 loss:-13.87 fps:128.7 +frame:1.83e+06 wall_t:14216 t:114375 epi:nan +opt_step:342939 lr:0.0003 alpha:0.03098 +2026-02-13 03:32:34 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:5376.75 total_reward_ma:2277.86 loss:-14.9 fps:128.7 +frame:1.84e+06 wall_t:14296 t:115000 epi:nan +opt_step:344814 lr:0.0003 alpha:0.03184 +2026-02-13 03:33:54 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:5454.50 total_reward_ma:2323.14 loss:-14.66 fps:128.7 +frame:1.85e+06 wall_t:14377 t:115625 epi:nan +opt_step:346689 lr:0.0003 alpha:0.03458 +2026-02-13 03:35:10 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:5657.75 total_reward_ma:2371.02 loss:-14.43 fps:128.7 +frame:1.86e+06 wall_t:14453 t:116250 epi:nan +opt_step:348564 lr:0.0003 alpha:0.0351 +2026-02-13 03:36:26 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:5678.00 total_reward_ma:2419.37 loss:-15.83 fps:128.7 +frame:1.87e+06 wall_t:14529 t:116875 epi:nan +opt_step:350439 lr:0.0003 alpha:0.03707 +2026-02-13 03:37:42 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:5514.25 total_reward_ma:2468.26 loss:-15.65 fps:128.7 +frame:1.88e+06 wall_t:14605 t:117500 epi:nan +opt_step:352314 lr:0.0003 alpha:0.03842 +2026-02-13 03:38:58 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:5499.50 total_reward_ma:2516.30 loss:-15 fps:128.7 +frame:1.89e+06 wall_t:14681 t:118125 epi:nan +opt_step:354189 lr:0.0003 alpha:0.03936 +2026-02-13 03:40:15 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:5321.75 total_reward_ma:2561.86 loss:-15.99 fps:128.8 +frame:1.90e+06 wall_t:14757 t:118750 epi:nan +opt_step:356064 lr:0.0003 alpha:0.04019 +2026-02-13 03:41:31 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:5289.50 total_reward_ma:2607.06 loss:-17.11 fps:128.8 +frame:1.91e+06 wall_t:14834 t:119375 epi:nan +opt_step:357939 lr:0.0003 alpha:0.04149 +2026-02-13 03:42:47 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:5302.50 total_reward_ma:2651.61 loss:-15.39 fps:128.8 +frame:1.92e+06 wall_t:14910 t:120000 epi:nan +opt_step:359814 lr:0.0003 alpha:0.04301 +2026-02-13 03:44:03 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:5341.00 total_reward_ma:2696.23 loss:-15.91 fps:128.8 +frame:1.93e+06 wall_t:14986 t:120625 epi:nan +opt_step:361689 lr:0.0003 alpha:0.04512 +2026-02-13 03:45:19 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:5164.00 total_reward_ma:2739.31 loss:-15.48 fps:128.8 +frame:1.94e+06 wall_t:15061 t:121250 epi:nan +opt_step:363564 lr:0.0003 alpha:0.04767 +2026-02-13 03:46:35 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:5140.25 total_reward_ma:2781.48 loss:-16.1 fps:128.8 +frame:1.95e+06 wall_t:15137 t:121875 epi:nan +opt_step:365439 lr:0.0003 alpha:0.05003 +2026-02-13 03:47:51 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:5372.75 total_reward_ma:2825.40 loss:-15.89 fps:128.8 +frame:1.96e+06 wall_t:15213 t:122500 epi:nan +opt_step:367314 lr:0.0003 alpha:0.05163 +2026-02-13 03:49:07 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:5259.75 total_reward_ma:2867.81 loss:-17.12 fps:128.8 +frame:1.97e+06 wall_t:15290 t:123125 epi:nan +opt_step:369189 lr:0.0003 alpha:0.05272 +2026-02-13 03:50:23 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:5258.50 total_reward_ma:2909.59 loss:-17.12 fps:128.9 +frame:1.98e+06 wall_t:15366 t:123750 epi:nan +opt_step:371064 lr:0.0003 alpha:0.05475 +2026-02-13 03:51:39 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:5287.25 total_reward_ma:2951.46 loss:-17.07 fps:128.9 +frame:1.99e+06 wall_t:15442 t:124375 epi:nan +opt_step:372939 lr:0.0003 alpha:0.05452 +2026-02-13 03:52:45 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_qbert_t0_s1 [train] +total_reward:5457.25 total_reward_ma:2994.59 loss:-17.12 fps:129 +frame:2.00e+06 wall_t:15507 t:125000 epi:nan +opt_step:374814 lr:0.0003 alpha:0.05533 +2026-02-13 03:52:45 | INFO | PID:1358 | slm_lab.lib.logger:info | Session 1 done diff --git a/data/sac_atari_qbert_2026_02_12_233409/log/sac_atari_qbert_t0_s2.log b/data/sac_atari_qbert_2026_02_12_233409/log/sac_atari_qbert_t0_s2.log new file mode 100644 index 0000000000000000000000000000000000000000..35bd2e485f88832c62ed8767e1fd321aabab6456 --- /dev/null +++ b/data/sac_atari_qbert_2026_02_12_233409/log/sac_atari_qbert_t0_s2.log @@ -0,0 +1,802 @@ +2026-02-12 23:34:14 | INFO | PID:1359 | slm_lab.env:_make_vector_env | AtariVectorEnv: 16 envs, native preprocessing +2026-02-12 23:36:08 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:123.86 total_reward_ma:123.86 loss:-12.58 fps:90.91 +frame:1.00e+04 wall_t:110 t:625 epi:nan +opt_step:1689 lr:0.0003 alpha:0.6313 +2026-02-12 23:37:26 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:155.29 total_reward_ma:139.58 loss:-18.93 fps:105.8 +frame:2.00e+04 wall_t:189 t:1250 epi:nan +opt_step:3564 lr:0.0003 alpha:0.4039 +2026-02-12 23:38:44 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:159.45 total_reward_ma:146.20 loss:-21.69 fps:112.4 +frame:3.00e+04 wall_t:267 t:1875 epi:nan +opt_step:5439 lr:0.0003 alpha:0.2646 +2026-02-12 23:40:03 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:157.00 total_reward_ma:148.90 loss:-22.38 fps:115.6 +frame:4.00e+04 wall_t:346 t:2500 epi:nan +opt_step:7314 lr:0.0003 alpha:0.1749 +2026-02-12 23:41:21 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:150.75 total_reward_ma:149.27 loss:-22.11 fps:117.9 +frame:5.00e+04 wall_t:424 t:3125 epi:nan +opt_step:9189 lr:0.0003 alpha:0.116 +2026-02-12 23:42:40 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:155.50 total_reward_ma:150.31 loss:-21.68 fps:119.3 +frame:6.00e+04 wall_t:503 t:3750 epi:nan +opt_step:11064 lr:0.0003 alpha:0.07721 +2026-02-12 23:43:58 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:178.00 total_reward_ma:154.26 loss:-19.18 fps:120.5 +frame:7.00e+04 wall_t:581 t:4375 epi:nan +opt_step:12939 lr:0.0003 alpha:0.05187 +2026-02-12 23:45:16 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:171.50 total_reward_ma:156.42 loss:-18.23 fps:121.4 +frame:8.00e+04 wall_t:659 t:5000 epi:nan +opt_step:14814 lr:0.0003 alpha:0.0351 +2026-02-12 23:46:34 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:186.75 total_reward_ma:159.79 loss:-17.45 fps:122.1 +frame:9.00e+04 wall_t:737 t:5625 epi:nan +opt_step:16689 lr:0.0003 alpha:0.02443 +2026-02-12 23:47:52 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:203.00 total_reward_ma:164.11 loss:-15.77 fps:122.7 +frame:1.00e+05 wall_t:815 t:6250 epi:nan +opt_step:18564 lr:0.0003 alpha:0.01799 +2026-02-12 23:49:10 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:226.00 total_reward_ma:169.74 loss:-14.5 fps:123.2 +frame:1.10e+05 wall_t:893 t:6875 epi:nan +opt_step:20439 lr:0.0003 alpha:0.01344 +2026-02-12 23:50:28 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:271.25 total_reward_ma:178.20 loss:-14.49 fps:123.6 +frame:1.20e+05 wall_t:971 t:7500 epi:nan +opt_step:22314 lr:0.0003 alpha:0.01093 +2026-02-12 23:51:46 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:278.50 total_reward_ma:185.91 loss:-12.87 fps:123.9 +frame:1.30e+05 wall_t:1049 t:8125 epi:nan +opt_step:24189 lr:0.0003 alpha:0.009369 +2026-02-12 23:53:04 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:281.75 total_reward_ma:192.76 loss:-12.44 fps:124.2 +frame:1.40e+05 wall_t:1127 t:8750 epi:nan +opt_step:26064 lr:0.0003 alpha:0.009675 +2026-02-12 23:54:22 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:298.75 total_reward_ma:199.82 loss:-12.17 fps:124.6 +frame:1.50e+05 wall_t:1204 t:9375 epi:nan +opt_step:27939 lr:0.0003 alpha:0.01036 +2026-02-12 23:55:40 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:335.75 total_reward_ma:208.32 loss:-10.87 fps:124.7 +frame:1.60e+05 wall_t:1283 t:10000 epi:nan +opt_step:29814 lr:0.0003 alpha:0.00977 +2026-02-12 23:56:58 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:360.50 total_reward_ma:217.27 loss:-10.19 fps:124.9 +frame:1.70e+05 wall_t:1361 t:10625 epi:nan +opt_step:31689 lr:0.0003 alpha:0.01061 +2026-02-12 23:58:16 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:422.00 total_reward_ma:228.64 loss:-10.28 fps:125.1 +frame:1.80e+05 wall_t:1439 t:11250 epi:nan +opt_step:33564 lr:0.0003 alpha:0.01145 +2026-02-12 23:59:34 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:468.50 total_reward_ma:241.27 loss:-9.683 fps:125.2 +frame:1.90e+05 wall_t:1517 t:11875 epi:nan +opt_step:35439 lr:0.0003 alpha:0.01246 +2026-02-13 00:00:51 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:508.75 total_reward_ma:254.64 loss:-9.402 fps:125.5 +frame:2.00e+05 wall_t:1594 t:12500 epi:nan +opt_step:37314 lr:0.0003 alpha:0.01269 +2026-02-13 00:02:09 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:532.50 total_reward_ma:267.87 loss:-9.355 fps:125.6 +frame:2.10e+05 wall_t:1672 t:13125 epi:nan +opt_step:39189 lr:0.0003 alpha:0.01343 +2026-02-13 00:03:27 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:538.25 total_reward_ma:280.16 loss:-8.926 fps:125.7 +frame:2.20e+05 wall_t:1750 t:13750 epi:nan +opt_step:41064 lr:0.0003 alpha:0.01442 +2026-02-13 00:04:45 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:523.00 total_reward_ma:290.72 loss:-9.054 fps:125.8 +frame:2.30e+05 wall_t:1828 t:14375 epi:nan +opt_step:42939 lr:0.0003 alpha:0.01541 +2026-02-13 00:06:02 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:500.00 total_reward_ma:299.44 loss:-8.663 fps:126 +frame:2.40e+05 wall_t:1905 t:15000 epi:nan +opt_step:44814 lr:0.0003 alpha:0.01737 +2026-02-13 00:07:20 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:485.25 total_reward_ma:306.87 loss:-8.26 fps:126.1 +frame:2.50e+05 wall_t:1983 t:15625 epi:nan +opt_step:46689 lr:0.0003 alpha:0.01864 +2026-02-13 00:08:38 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:500.75 total_reward_ma:314.33 loss:-8.041 fps:126.2 +frame:2.60e+05 wall_t:2061 t:16250 epi:nan +opt_step:48564 lr:0.0003 alpha:0.02087 +2026-02-13 00:09:56 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:501.50 total_reward_ma:321.26 loss:-8.248 fps:126.2 +frame:2.70e+05 wall_t:2139 t:16875 epi:nan +opt_step:50439 lr:0.0003 alpha:0.02172 +2026-02-13 00:11:14 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:483.25 total_reward_ma:327.05 loss:-8.078 fps:126.4 +frame:2.80e+05 wall_t:2216 t:17500 epi:nan +opt_step:52314 lr:0.0003 alpha:0.02247 +2026-02-13 00:12:31 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:504.50 total_reward_ma:333.17 loss:-8.118 fps:126.4 +frame:2.90e+05 wall_t:2294 t:18125 epi:nan +opt_step:54189 lr:0.0003 alpha:0.02358 +2026-02-13 00:13:49 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:547.75 total_reward_ma:340.32 loss:-8.434 fps:126.5 +frame:3.00e+05 wall_t:2372 t:18750 epi:nan +opt_step:56064 lr:0.0003 alpha:0.02377 +2026-02-13 00:15:06 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:605.25 total_reward_ma:348.87 loss:-8.188 fps:126.6 +frame:3.10e+05 wall_t:2449 t:19375 epi:nan +opt_step:57939 lr:0.0003 alpha:0.02426 +2026-02-13 00:16:24 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:632.75 total_reward_ma:357.74 loss:-8.041 fps:126.6 +frame:3.20e+05 wall_t:2527 t:20000 epi:nan +opt_step:59814 lr:0.0003 alpha:0.02385 +2026-02-13 00:17:42 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:649.50 total_reward_ma:366.58 loss:-7.656 fps:126.7 +frame:3.30e+05 wall_t:2604 t:20625 epi:nan +opt_step:61689 lr:0.0003 alpha:0.02484 +2026-02-13 00:18:59 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:676.50 total_reward_ma:375.69 loss:-7.692 fps:126.8 +frame:3.40e+05 wall_t:2682 t:21250 epi:nan +opt_step:63564 lr:0.0003 alpha:0.02453 +2026-02-13 00:20:17 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:708.50 total_reward_ma:385.20 loss:-7.804 fps:126.8 +frame:3.50e+05 wall_t:2760 t:21875 epi:nan +opt_step:65439 lr:0.0003 alpha:0.02453 +2026-02-13 00:21:34 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:718.75 total_reward_ma:394.47 loss:-7.723 fps:126.9 +frame:3.60e+05 wall_t:2837 t:22500 epi:nan +opt_step:67314 lr:0.0003 alpha:0.02536 +2026-02-13 00:22:52 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:739.00 total_reward_ma:403.78 loss:-7.772 fps:126.9 +frame:3.70e+05 wall_t:2915 t:23125 epi:nan +opt_step:69189 lr:0.0003 alpha:0.02456 +2026-02-13 00:24:10 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:741.00 total_reward_ma:412.65 loss:-7.466 fps:127 +frame:3.80e+05 wall_t:2992 t:23750 epi:nan +opt_step:71064 lr:0.0003 alpha:0.02368 +2026-02-13 00:25:27 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:735.50 total_reward_ma:420.93 loss:-7.304 fps:127 +frame:3.90e+05 wall_t:3070 t:24375 epi:nan +opt_step:72939 lr:0.0003 alpha:0.02476 +2026-02-13 00:26:45 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:735.50 total_reward_ma:428.80 loss:-7.884 fps:127.1 +frame:4.00e+05 wall_t:3148 t:25000 epi:nan +opt_step:74814 lr:0.0003 alpha:0.02313 +2026-02-13 00:28:02 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:736.25 total_reward_ma:436.30 loss:-7.505 fps:127.1 +frame:4.10e+05 wall_t:3225 t:25625 epi:nan +opt_step:76689 lr:0.0003 alpha:0.0226 +2026-02-13 00:29:20 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:743.75 total_reward_ma:443.62 loss:-7.682 fps:127.2 +frame:4.20e+05 wall_t:3303 t:26250 epi:nan +opt_step:78564 lr:0.0003 alpha:0.02274 +2026-02-13 00:30:37 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:742.50 total_reward_ma:450.57 loss:-7.454 fps:127.3 +frame:4.30e+05 wall_t:3379 t:26875 epi:nan +opt_step:80439 lr:0.0003 alpha:0.0219 +2026-02-13 00:31:54 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:735.00 total_reward_ma:457.03 loss:-7.385 fps:127.3 +frame:4.40e+05 wall_t:3457 t:27500 epi:nan +opt_step:82314 lr:0.0003 alpha:0.02129 +2026-02-13 00:33:12 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:737.00 total_reward_ma:463.25 loss:-6.534 fps:127.3 +frame:4.50e+05 wall_t:3535 t:28125 epi:nan +opt_step:84189 lr:0.0003 alpha:0.02143 +2026-02-13 00:34:29 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:748.75 total_reward_ma:469.46 loss:-7.303 fps:127.4 +frame:4.60e+05 wall_t:3612 t:28750 epi:nan +opt_step:86064 lr:0.0003 alpha:0.02268 +2026-02-13 00:35:46 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:751.25 total_reward_ma:475.45 loss:-6.522 fps:127.4 +frame:4.70e+05 wall_t:3689 t:29375 epi:nan +opt_step:87939 lr:0.0003 alpha:0.02305 +2026-02-13 00:37:04 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:769.25 total_reward_ma:481.58 loss:-6.69 fps:127.4 +frame:4.80e+05 wall_t:3767 t:30000 epi:nan +opt_step:89814 lr:0.0003 alpha:0.0235 +2026-02-13 00:38:22 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:800.25 total_reward_ma:488.08 loss:-6.632 fps:127.4 +frame:4.90e+05 wall_t:3845 t:30625 epi:nan +opt_step:91689 lr:0.0003 alpha:0.02403 +2026-02-13 00:39:39 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:809.00 total_reward_ma:494.50 loss:-7.127 fps:127.5 +frame:5.00e+05 wall_t:3922 t:31250 epi:nan +opt_step:93564 lr:0.0003 alpha:0.02467 +2026-02-13 00:40:56 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:826.00 total_reward_ma:501.00 loss:-6.64 fps:127.5 +frame:5.10e+05 wall_t:3999 t:31875 epi:nan +opt_step:95439 lr:0.0003 alpha:0.02579 +2026-02-13 00:42:13 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:859.50 total_reward_ma:507.89 loss:-6.474 fps:127.6 +frame:5.20e+05 wall_t:4076 t:32500 epi:nan +opt_step:97314 lr:0.0003 alpha:0.02632 +2026-02-13 00:43:31 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:869.00 total_reward_ma:514.70 loss:-6.482 fps:127.6 +frame:5.30e+05 wall_t:4154 t:33125 epi:nan +opt_step:99189 lr:0.0003 alpha:0.02761 +2026-02-13 00:44:48 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:902.75 total_reward_ma:521.89 loss:-6.808 fps:127.6 +frame:5.40e+05 wall_t:4231 t:33750 epi:nan +opt_step:101064 lr:0.0003 alpha:0.02802 +2026-02-13 00:46:05 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:888.75 total_reward_ma:528.56 loss:-6.762 fps:127.7 +frame:5.50e+05 wall_t:4308 t:34375 epi:nan +opt_step:102939 lr:0.0003 alpha:0.02841 +2026-02-13 00:47:23 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:880.75 total_reward_ma:534.85 loss:-6.663 fps:127.7 +frame:5.60e+05 wall_t:4386 t:35000 epi:nan +opt_step:104814 lr:0.0003 alpha:0.02834 +2026-02-13 00:48:40 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:947.25 total_reward_ma:542.09 loss:-6.827 fps:127.7 +frame:5.70e+05 wall_t:4463 t:35625 epi:nan +opt_step:106689 lr:0.0003 alpha:0.02924 +2026-02-13 00:49:57 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:1107.75 total_reward_ma:551.84 loss:-6.762 fps:127.8 +frame:5.80e+05 wall_t:4540 t:36250 epi:nan +opt_step:108564 lr:0.0003 alpha:0.02992 +2026-02-13 00:51:15 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:1113.00 total_reward_ma:561.35 loss:-6.564 fps:127.8 +frame:5.90e+05 wall_t:4617 t:36875 epi:nan +opt_step:110439 lr:0.0003 alpha:0.03062 +2026-02-13 00:52:32 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:1214.75 total_reward_ma:572.24 loss:-6.722 fps:127.8 +frame:6.00e+05 wall_t:4695 t:37500 epi:nan +opt_step:112314 lr:0.0003 alpha:0.03122 +2026-02-13 00:53:49 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:1254.25 total_reward_ma:583.42 loss:-6.75 fps:127.8 +frame:6.10e+05 wall_t:4772 t:38125 epi:nan +opt_step:114189 lr:0.0003 alpha:0.03228 +2026-02-13 00:55:07 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:1287.25 total_reward_ma:594.77 loss:-6.93 fps:127.8 +frame:6.20e+05 wall_t:4850 t:38750 epi:nan +opt_step:116064 lr:0.0003 alpha:0.0319 +2026-02-13 00:56:24 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:1280.75 total_reward_ma:605.66 loss:-6.371 fps:127.9 +frame:6.30e+05 wall_t:4927 t:39375 epi:nan +opt_step:117939 lr:0.0003 alpha:0.03188 +2026-02-13 00:57:41 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:1293.50 total_reward_ma:616.41 loss:-6.809 fps:127.9 +frame:6.40e+05 wall_t:5004 t:40000 epi:nan +opt_step:119814 lr:0.0003 alpha:0.03223 +2026-02-13 00:58:58 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:1339.75 total_reward_ma:627.54 loss:-6.161 fps:127.9 +frame:6.50e+05 wall_t:5081 t:40625 epi:nan +opt_step:121689 lr:0.0003 alpha:0.0316 +2026-02-13 01:00:16 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:1341.25 total_reward_ma:638.35 loss:-6.102 fps:127.9 +frame:6.60e+05 wall_t:5159 t:41250 epi:nan +opt_step:123564 lr:0.0003 alpha:0.0321 +2026-02-13 01:01:33 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:1312.25 total_reward_ma:648.41 loss:-6.344 fps:128 +frame:6.70e+05 wall_t:5236 t:41875 epi:nan +opt_step:125439 lr:0.0003 alpha:0.03257 +2026-02-13 01:02:50 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:1181.00 total_reward_ma:656.24 loss:-6.399 fps:128 +frame:6.80e+05 wall_t:5313 t:42500 epi:nan +opt_step:127314 lr:0.0003 alpha:0.03311 +2026-02-13 01:04:08 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:1172.25 total_reward_ma:663.72 loss:-6.171 fps:128 +frame:6.90e+05 wall_t:5390 t:43125 epi:nan +opt_step:129189 lr:0.0003 alpha:0.03286 +2026-02-13 01:05:25 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:1176.00 total_reward_ma:671.04 loss:-6.708 fps:128 +frame:7.00e+05 wall_t:5468 t:43750 epi:nan +opt_step:131064 lr:0.0003 alpha:0.0327 +2026-02-13 01:06:42 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:1125.50 total_reward_ma:677.44 loss:-7.091 fps:128 +frame:7.10e+05 wall_t:5545 t:44375 epi:nan +opt_step:132939 lr:0.0003 alpha:0.03283 +2026-02-13 01:08:00 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:1222.00 total_reward_ma:685.00 loss:-6.618 fps:128 +frame:7.20e+05 wall_t:5623 t:45000 epi:nan +opt_step:134814 lr:0.0003 alpha:0.03312 +2026-02-13 01:09:18 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:1242.25 total_reward_ma:692.63 loss:-7.146 fps:128.1 +frame:7.30e+05 wall_t:5700 t:45625 epi:nan +opt_step:136689 lr:0.0003 alpha:0.033 +2026-02-13 01:10:35 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:1308.50 total_reward_ma:700.96 loss:-7.019 fps:128.1 +frame:7.40e+05 wall_t:5777 t:46250 epi:nan +opt_step:138564 lr:0.0003 alpha:0.03206 +2026-02-13 01:11:52 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:1382.50 total_reward_ma:710.04 loss:-6.37 fps:128.1 +frame:7.50e+05 wall_t:5855 t:46875 epi:nan +opt_step:140439 lr:0.0003 alpha:0.03176 +2026-02-13 01:13:09 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:1414.75 total_reward_ma:719.32 loss:-7.396 fps:128.1 +frame:7.60e+05 wall_t:5932 t:47500 epi:nan +opt_step:142314 lr:0.0003 alpha:0.03267 +2026-02-13 01:14:27 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:1443.50 total_reward_ma:728.72 loss:-7.562 fps:128.1 +frame:7.70e+05 wall_t:6010 t:48125 epi:nan +opt_step:144189 lr:0.0003 alpha:0.03433 +2026-02-13 01:15:45 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:1540.25 total_reward_ma:739.13 loss:-7.833 fps:128.1 +frame:7.80e+05 wall_t:6088 t:48750 epi:nan +opt_step:146064 lr:0.0003 alpha:0.03417 +2026-02-13 01:17:02 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:1545.00 total_reward_ma:749.33 loss:-8.149 fps:128.1 +frame:7.90e+05 wall_t:6165 t:49375 epi:nan +opt_step:147939 lr:0.0003 alpha:0.03497 +2026-02-13 01:18:20 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:1579.00 total_reward_ma:759.70 loss:-8.217 fps:128.1 +frame:8.00e+05 wall_t:6243 t:50000 epi:nan +opt_step:149814 lr:0.0003 alpha:0.03487 +2026-02-13 01:19:38 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:1707.50 total_reward_ma:771.40 loss:-8.275 fps:128.1 +frame:8.10e+05 wall_t:6321 t:50625 epi:nan +opt_step:151689 lr:0.0003 alpha:0.03631 +2026-02-13 01:20:55 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:1983.00 total_reward_ma:786.18 loss:-8.85 fps:128.2 +frame:8.20e+05 wall_t:6398 t:51250 epi:nan +opt_step:153564 lr:0.0003 alpha:0.03887 +2026-02-13 01:22:12 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:2011.75 total_reward_ma:800.94 loss:-9.474 fps:128.2 +frame:8.30e+05 wall_t:6475 t:51875 epi:nan +opt_step:155439 lr:0.0003 alpha:0.04149 +2026-02-13 01:23:29 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:2226.25 total_reward_ma:817.91 loss:-10.82 fps:128.2 +frame:8.40e+05 wall_t:6552 t:52500 epi:nan +opt_step:157314 lr:0.0003 alpha:0.04594 +2026-02-13 01:24:47 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:2493.25 total_reward_ma:837.62 loss:-12.03 fps:128.2 +frame:8.50e+05 wall_t:6629 t:53125 epi:nan +opt_step:159189 lr:0.0003 alpha:0.05149 +2026-02-13 01:26:04 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:2542.50 total_reward_ma:857.44 loss:-12.35 fps:128.2 +frame:8.60e+05 wall_t:6707 t:53750 epi:nan +opt_step:161064 lr:0.0003 alpha:0.0597 +2026-02-13 01:27:22 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:2802.50 total_reward_ma:879.80 loss:-13.47 fps:128.2 +frame:8.70e+05 wall_t:6785 t:54375 epi:nan +opt_step:162939 lr:0.0003 alpha:0.06457 +2026-02-13 01:28:40 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:2916.25 total_reward_ma:902.94 loss:-16.15 fps:128.2 +frame:8.80e+05 wall_t:6862 t:55000 epi:nan +opt_step:164814 lr:0.0003 alpha:0.07332 +2026-02-13 01:29:57 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:2943.75 total_reward_ma:925.87 loss:-17.47 fps:128.2 +frame:8.90e+05 wall_t:6940 t:55625 epi:nan +opt_step:166689 lr:0.0003 alpha:0.08109 +2026-02-13 01:31:14 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:2725.75 total_reward_ma:945.87 loss:-19.74 fps:128.3 +frame:9.00e+05 wall_t:7017 t:56250 epi:nan +opt_step:168564 lr:0.0003 alpha:0.08692 +2026-02-13 01:32:31 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:2683.00 total_reward_ma:964.96 loss:-22.19 fps:128.3 +frame:9.10e+05 wall_t:7094 t:56875 epi:nan +opt_step:170439 lr:0.0003 alpha:0.09101 +2026-02-13 01:33:48 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:2607.75 total_reward_ma:982.82 loss:-21.18 fps:128.3 +frame:9.20e+05 wall_t:7171 t:57500 epi:nan +opt_step:172314 lr:0.0003 alpha:0.09747 +2026-02-13 01:35:06 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:2462.50 total_reward_ma:998.73 loss:-21.94 fps:128.3 +frame:9.30e+05 wall_t:7249 t:58125 epi:nan +opt_step:174189 lr:0.0003 alpha:0.1033 +2026-02-13 01:36:23 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:2237.25 total_reward_ma:1011.90 loss:-24.77 fps:128.3 +frame:9.40e+05 wall_t:7326 t:58750 epi:nan +opt_step:176064 lr:0.0003 alpha:0.1045 +2026-02-13 01:37:41 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:1814.50 total_reward_ma:1020.35 loss:-27.13 fps:128.3 +frame:9.50e+05 wall_t:7404 t:59375 epi:nan +opt_step:177939 lr:0.0003 alpha:0.109 +2026-02-13 01:38:59 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:1628.75 total_reward_ma:1026.69 loss:-29.74 fps:128.3 +frame:9.60e+05 wall_t:7481 t:60000 epi:nan +opt_step:179814 lr:0.0003 alpha:0.1092 +2026-02-13 01:40:16 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:1406.50 total_reward_ma:1030.60 loss:-28.88 fps:128.3 +frame:9.70e+05 wall_t:7559 t:60625 epi:nan +opt_step:181689 lr:0.0003 alpha:0.1104 +2026-02-13 01:41:34 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:1396.50 total_reward_ma:1034.34 loss:-30.51 fps:128.3 +frame:9.80e+05 wall_t:7637 t:61250 epi:nan +opt_step:183564 lr:0.0003 alpha:0.1088 +2026-02-13 01:42:51 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:1318.00 total_reward_ma:1037.20 loss:-28.66 fps:128.3 +frame:9.90e+05 wall_t:7714 t:61875 epi:nan +opt_step:185439 lr:0.0003 alpha:0.1085 +2026-02-13 01:44:09 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:1389.00 total_reward_ma:1040.72 loss:-30.66 fps:128.3 +frame:1.00e+06 wall_t:7792 t:62500 epi:nan +opt_step:187314 lr:0.0003 alpha:0.1069 +2026-02-13 01:45:27 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:1560.75 total_reward_ma:1055.09 loss:-29 fps:128.3 +frame:1.01e+06 wall_t:7870 t:63125 epi:nan +opt_step:189189 lr:0.0003 alpha:0.1071 +2026-02-13 01:46:45 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:1731.00 total_reward_ma:1070.85 loss:-30.38 fps:128.3 +frame:1.02e+06 wall_t:7948 t:63750 epi:nan +opt_step:191064 lr:0.0003 alpha:0.1046 +2026-02-13 01:48:02 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:1859.75 total_reward_ma:1087.85 loss:-30.32 fps:128.3 +frame:1.03e+06 wall_t:8025 t:64375 epi:nan +opt_step:192939 lr:0.0003 alpha:0.1045 +2026-02-13 01:49:19 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:2013.25 total_reward_ma:1106.41 loss:-30.12 fps:128.4 +frame:1.04e+06 wall_t:8102 t:65000 epi:nan +opt_step:194814 lr:0.0003 alpha:0.1032 +2026-02-13 01:50:36 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:2146.75 total_reward_ma:1126.37 loss:-30.71 fps:128.4 +frame:1.05e+06 wall_t:8179 t:65625 epi:nan +opt_step:196689 lr:0.0003 alpha:0.101 +2026-02-13 01:51:54 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:2307.25 total_reward_ma:1147.89 loss:-31.6 fps:128.4 +frame:1.06e+06 wall_t:8257 t:66250 epi:nan +opt_step:198564 lr:0.0003 alpha:0.09977 +2026-02-13 01:53:11 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:2502.00 total_reward_ma:1171.13 loss:-30.09 fps:128.4 +frame:1.07e+06 wall_t:8334 t:66875 epi:nan +opt_step:200439 lr:0.0003 alpha:0.09699 +2026-02-13 01:54:29 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:2533.50 total_reward_ma:1194.75 loss:-29.77 fps:128.4 +frame:1.08e+06 wall_t:8412 t:67500 epi:nan +opt_step:202314 lr:0.0003 alpha:0.09401 +2026-02-13 01:55:46 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:2568.25 total_reward_ma:1218.56 loss:-28.97 fps:128.4 +frame:1.09e+06 wall_t:8489 t:68125 epi:nan +opt_step:204189 lr:0.0003 alpha:0.0904 +2026-02-13 01:57:03 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:2629.50 total_reward_ma:1242.83 loss:-29.54 fps:128.4 +frame:1.10e+06 wall_t:8566 t:68750 epi:nan +opt_step:206064 lr:0.0003 alpha:0.08754 +2026-02-13 01:58:20 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:2885.50 total_reward_ma:1269.43 loss:-27.21 fps:128.4 +frame:1.11e+06 wall_t:8643 t:69375 epi:nan +opt_step:207939 lr:0.0003 alpha:0.08245 +2026-02-13 01:59:38 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:2896.25 total_reward_ma:1295.68 loss:-29.53 fps:128.4 +frame:1.12e+06 wall_t:8721 t:70000 epi:nan +opt_step:209814 lr:0.0003 alpha:0.08191 +2026-02-13 02:00:55 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:3032.50 total_reward_ma:1323.21 loss:-27.83 fps:128.4 +frame:1.13e+06 wall_t:8798 t:70625 epi:nan +opt_step:211689 lr:0.0003 alpha:0.0785 +2026-02-13 02:02:13 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:3190.25 total_reward_ma:1352.30 loss:-27.94 fps:128.5 +frame:1.14e+06 wall_t:8875 t:71250 epi:nan +opt_step:213564 lr:0.0003 alpha:0.07728 +2026-02-13 02:03:30 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:3311.25 total_reward_ma:1382.43 loss:-27.81 fps:128.4 +frame:1.15e+06 wall_t:8953 t:71875 epi:nan +opt_step:215439 lr:0.0003 alpha:0.07415 +2026-02-13 02:04:48 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:3388.50 total_reward_ma:1412.95 loss:-26.12 fps:128.4 +frame:1.16e+06 wall_t:9031 t:72500 epi:nan +opt_step:217314 lr:0.0003 alpha:0.07141 +2026-02-13 02:06:06 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:3483.25 total_reward_ma:1444.18 loss:-25.39 fps:128.5 +frame:1.17e+06 wall_t:9108 t:73125 epi:nan +opt_step:219189 lr:0.0003 alpha:0.06764 +2026-02-13 02:07:23 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:3647.00 total_reward_ma:1476.43 loss:-25.66 fps:128.5 +frame:1.18e+06 wall_t:9186 t:73750 epi:nan +opt_step:221064 lr:0.0003 alpha:0.06597 +2026-02-13 02:08:41 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:3736.50 total_reward_ma:1509.11 loss:-24.15 fps:128.5 +frame:1.19e+06 wall_t:9264 t:74375 epi:nan +opt_step:222939 lr:0.0003 alpha:0.06256 +2026-02-13 02:09:58 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:3842.00 total_reward_ma:1542.44 loss:-23.39 fps:128.5 +frame:1.20e+06 wall_t:9341 t:75000 epi:nan +opt_step:224814 lr:0.0003 alpha:0.06178 +2026-02-13 02:11:16 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:3995.00 total_reward_ma:1577.07 loss:-23.12 fps:128.5 +frame:1.21e+06 wall_t:9419 t:75625 epi:nan +opt_step:226689 lr:0.0003 alpha:0.06002 +2026-02-13 02:12:33 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:4094.75 total_reward_ma:1612.63 loss:-23.51 fps:128.5 +frame:1.22e+06 wall_t:9496 t:76250 epi:nan +opt_step:228564 lr:0.0003 alpha:0.057 +2026-02-13 02:13:50 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:4193.00 total_reward_ma:1649.33 loss:-22.18 fps:128.5 +frame:1.23e+06 wall_t:9573 t:76875 epi:nan +opt_step:230439 lr:0.0003 alpha:0.0539 +2026-02-13 02:15:08 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:4289.00 total_reward_ma:1687.22 loss:-21.94 fps:128.5 +frame:1.24e+06 wall_t:9650 t:77500 epi:nan +opt_step:232314 lr:0.0003 alpha:0.0543 +2026-02-13 02:16:25 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:4399.75 total_reward_ma:1726.37 loss:-20.4 fps:128.5 +frame:1.25e+06 wall_t:9728 t:78125 epi:nan +opt_step:234189 lr:0.0003 alpha:0.05215 +2026-02-13 02:17:43 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:4369.50 total_reward_ma:1765.06 loss:-20.31 fps:128.5 +frame:1.26e+06 wall_t:9806 t:78750 epi:nan +opt_step:236064 lr:0.0003 alpha:0.04929 +2026-02-13 02:19:00 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:4323.75 total_reward_ma:1803.28 loss:-19.92 fps:128.5 +frame:1.27e+06 wall_t:9883 t:79375 epi:nan +opt_step:237939 lr:0.0003 alpha:0.04759 +2026-02-13 02:20:17 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:4277.75 total_reward_ma:1841.22 loss:-20.23 fps:128.5 +frame:1.28e+06 wall_t:9960 t:80000 epi:nan +opt_step:239814 lr:0.0003 alpha:0.0453 +2026-02-13 02:21:34 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:4219.75 total_reward_ma:1878.38 loss:-19.65 fps:128.5 +frame:1.29e+06 wall_t:10036 t:80625 epi:nan +opt_step:241689 lr:0.0003 alpha:0.04471 +2026-02-13 02:22:49 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:4177.50 total_reward_ma:1914.67 loss:-20.14 fps:128.6 +frame:1.30e+06 wall_t:10112 t:81250 epi:nan +opt_step:243564 lr:0.0003 alpha:0.04396 +2026-02-13 02:24:06 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:4174.50 total_reward_ma:1950.36 loss:-19.02 fps:128.6 +frame:1.31e+06 wall_t:10189 t:81875 epi:nan +opt_step:245439 lr:0.0003 alpha:0.04243 +2026-02-13 02:25:22 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:4094.75 total_reward_ma:1984.98 loss:-18.31 fps:128.6 +frame:1.32e+06 wall_t:10265 t:82500 epi:nan +opt_step:247314 lr:0.0003 alpha:0.03975 +2026-02-13 02:26:38 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:3972.00 total_reward_ma:2018.21 loss:-18.31 fps:128.6 +frame:1.33e+06 wall_t:10341 t:83125 epi:nan +opt_step:249189 lr:0.0003 alpha:0.03815 +2026-02-13 02:27:53 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:3937.50 total_reward_ma:2050.82 loss:-18.46 fps:128.6 +frame:1.34e+06 wall_t:10416 t:83750 epi:nan +opt_step:251064 lr:0.0003 alpha:0.03823 +2026-02-13 02:29:10 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:3946.50 total_reward_ma:2083.20 loss:-17.15 fps:128.7 +frame:1.35e+06 wall_t:10492 t:84375 epi:nan +opt_step:252939 lr:0.0003 alpha:0.03531 +2026-02-13 02:30:26 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:4073.25 total_reward_ma:2116.75 loss:-17.57 fps:128.7 +frame:1.36e+06 wall_t:10569 t:85000 epi:nan +opt_step:254814 lr:0.0003 alpha:0.03423 +2026-02-13 02:31:42 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:4082.25 total_reward_ma:2150.18 loss:-16.15 fps:128.7 +frame:1.37e+06 wall_t:10645 t:85625 epi:nan +opt_step:256689 lr:0.0003 alpha:0.03327 +2026-02-13 02:32:58 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:4188.75 total_reward_ma:2184.66 loss:-15.72 fps:128.7 +frame:1.38e+06 wall_t:10721 t:86250 epi:nan +opt_step:258564 lr:0.0003 alpha:0.03115 +2026-02-13 02:34:14 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:4278.00 total_reward_ma:2220.08 loss:-18.09 fps:128.7 +frame:1.39e+06 wall_t:10797 t:86875 epi:nan +opt_step:260439 lr:0.0003 alpha:0.03067 +2026-02-13 02:35:31 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:4324.00 total_reward_ma:2255.97 loss:-16.2 fps:128.7 +frame:1.40e+06 wall_t:10874 t:87500 epi:nan +opt_step:262314 lr:0.0003 alpha:0.02991 +2026-02-13 02:36:47 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:4328.75 total_reward_ma:2291.89 loss:-16.16 fps:128.8 +frame:1.41e+06 wall_t:10950 t:88125 epi:nan +opt_step:264189 lr:0.0003 alpha:0.02984 +2026-02-13 02:38:03 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:4454.50 total_reward_ma:2329.00 loss:-16.63 fps:128.8 +frame:1.42e+06 wall_t:11026 t:88750 epi:nan +opt_step:266064 lr:0.0003 alpha:0.02915 +2026-02-13 02:39:20 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:4623.50 total_reward_ma:2367.81 loss:-14.32 fps:128.8 +frame:1.43e+06 wall_t:11102 t:89375 epi:nan +opt_step:267939 lr:0.0003 alpha:0.02804 +2026-02-13 02:40:37 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:4709.50 total_reward_ma:2407.55 loss:-15.65 fps:128.8 +frame:1.44e+06 wall_t:11180 t:90000 epi:nan +opt_step:269814 lr:0.0003 alpha:0.02858 +2026-02-13 02:41:53 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:4755.50 total_reward_ma:2447.74 loss:-15.56 fps:128.8 +frame:1.45e+06 wall_t:11255 t:90625 epi:nan +opt_step:271689 lr:0.0003 alpha:0.02722 +2026-02-13 02:43:09 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:4949.25 total_reward_ma:2489.74 loss:-16.41 fps:128.8 +frame:1.46e+06 wall_t:11332 t:91250 epi:nan +opt_step:273564 lr:0.0003 alpha:0.02854 +2026-02-13 02:44:26 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:4893.25 total_reward_ma:2531.16 loss:-15.66 fps:128.8 +frame:1.47e+06 wall_t:11409 t:91875 epi:nan +opt_step:275439 lr:0.0003 alpha:0.02947 +2026-02-13 02:45:43 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:4950.50 total_reward_ma:2572.98 loss:-14.85 fps:128.9 +frame:1.48e+06 wall_t:11485 t:92500 epi:nan +opt_step:277314 lr:0.0003 alpha:0.03075 +2026-02-13 02:46:59 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:4974.25 total_reward_ma:2614.72 loss:-16.63 fps:128.9 +frame:1.49e+06 wall_t:11562 t:93125 epi:nan +opt_step:279189 lr:0.0003 alpha:0.03102 +2026-02-13 02:48:15 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:5040.50 total_reward_ma:2657.03 loss:-15.58 fps:128.9 +frame:1.50e+06 wall_t:11638 t:93750 epi:nan +opt_step:281064 lr:0.0003 alpha:0.03232 +2026-02-13 02:49:31 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:5090.50 total_reward_ma:2699.68 loss:-16.39 fps:128.9 +frame:1.51e+06 wall_t:11713 t:94375 epi:nan +opt_step:282939 lr:0.0003 alpha:0.03396 +2026-02-13 02:50:46 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:5145.50 total_reward_ma:2742.53 loss:-17.26 fps:128.9 +frame:1.52e+06 wall_t:11789 t:95000 epi:nan +opt_step:284814 lr:0.0003 alpha:0.03516 +2026-02-13 02:52:02 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:5152.00 total_reward_ma:2785.36 loss:-16.44 fps:129 +frame:1.53e+06 wall_t:11865 t:95625 epi:nan +opt_step:286689 lr:0.0003 alpha:0.03698 +2026-02-13 02:53:17 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:5215.00 total_reward_ma:2828.49 loss:-17.62 fps:129 +frame:1.54e+06 wall_t:11940 t:96250 epi:nan +opt_step:288564 lr:0.0003 alpha:0.03886 +2026-02-13 02:54:33 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:5293.00 total_reward_ma:2872.53 loss:-18.6 fps:129 +frame:1.55e+06 wall_t:12016 t:96875 epi:nan +opt_step:290439 lr:0.0003 alpha:0.04089 +2026-02-13 02:55:50 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:5229.00 total_reward_ma:2916.01 loss:-15.93 fps:129 +frame:1.56e+06 wall_t:12093 t:97500 epi:nan +opt_step:292314 lr:0.0003 alpha:0.04365 +2026-02-13 02:57:06 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:5175.25 total_reward_ma:2958.29 loss:-17.13 fps:129 +frame:1.57e+06 wall_t:12169 t:98125 epi:nan +opt_step:294189 lr:0.0003 alpha:0.04514 +2026-02-13 02:58:22 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:5139.75 total_reward_ma:2998.61 loss:-18.22 fps:129 +frame:1.58e+06 wall_t:12245 t:98750 epi:nan +opt_step:296064 lr:0.0003 alpha:0.0492 +2026-02-13 02:59:39 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:5173.75 total_reward_ma:3039.22 loss:-19.8 fps:129 +frame:1.59e+06 wall_t:12322 t:99375 epi:nan +opt_step:297939 lr:0.0003 alpha:0.05095 +2026-02-13 03:00:55 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:5100.50 total_reward_ma:3078.08 loss:-18.53 fps:129.1 +frame:1.60e+06 wall_t:12398 t:100000 epi:nan +opt_step:299814 lr:0.0003 alpha:0.05542 +2026-02-13 03:02:12 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:4874.50 total_reward_ma:3114.28 loss:-20.01 fps:129.1 +frame:1.61e+06 wall_t:12475 t:100625 epi:nan +opt_step:301689 lr:0.0003 alpha:0.05644 +2026-02-13 03:03:28 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:4732.00 total_reward_ma:3148.73 loss:-21.01 fps:129.1 +frame:1.62e+06 wall_t:12551 t:101250 epi:nan +opt_step:303564 lr:0.0003 alpha:0.0589 +2026-02-13 03:04:44 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:4718.50 total_reward_ma:3183.10 loss:-20.85 fps:129.1 +frame:1.63e+06 wall_t:12627 t:101875 epi:nan +opt_step:305439 lr:0.0003 alpha:0.05967 +2026-02-13 03:06:01 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:4361.25 total_reward_ma:3213.78 loss:-21.54 fps:129.1 +frame:1.64e+06 wall_t:12703 t:102500 epi:nan +opt_step:307314 lr:0.0003 alpha:0.06094 +2026-02-13 03:07:16 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:4394.00 total_reward_ma:3244.32 loss:-21.35 fps:129.1 +frame:1.65e+06 wall_t:12779 t:103125 epi:nan +opt_step:309189 lr:0.0003 alpha:0.06275 +2026-02-13 03:08:33 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:4570.25 total_reward_ma:3276.61 loss:-21.75 fps:129.1 +frame:1.66e+06 wall_t:12856 t:103750 epi:nan +opt_step:311064 lr:0.0003 alpha:0.06358 +2026-02-13 03:09:50 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:4402.00 total_reward_ma:3307.51 loss:-22.15 fps:129.1 +frame:1.67e+06 wall_t:12933 t:104375 epi:nan +opt_step:312939 lr:0.0003 alpha:0.06369 +2026-02-13 03:11:05 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:4491.75 total_reward_ma:3340.62 loss:-23.43 fps:129.2 +frame:1.68e+06 wall_t:13008 t:105000 epi:nan +opt_step:314814 lr:0.0003 alpha:0.06357 +2026-02-13 03:12:21 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:4635.25 total_reward_ma:3375.25 loss:-21.76 fps:129.2 +frame:1.69e+06 wall_t:13084 t:105625 epi:nan +opt_step:316689 lr:0.0003 alpha:0.06309 +2026-02-13 03:13:38 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:4644.50 total_reward_ma:3409.94 loss:-23.12 fps:129.2 +frame:1.70e+06 wall_t:13161 t:106250 epi:nan +opt_step:318564 lr:0.0003 alpha:0.06607 +2026-02-13 03:14:56 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:4472.25 total_reward_ma:3443.40 loss:-24.24 fps:129.2 +frame:1.71e+06 wall_t:13239 t:106875 epi:nan +opt_step:320439 lr:0.0003 alpha:0.06865 +2026-02-13 03:16:12 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:4489.75 total_reward_ma:3476.08 loss:-24.41 fps:129.2 +frame:1.72e+06 wall_t:13315 t:107500 epi:nan +opt_step:322314 lr:0.0003 alpha:0.07025 +2026-02-13 03:17:27 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:4536.50 total_reward_ma:3509.02 loss:-24.37 fps:129.2 +frame:1.73e+06 wall_t:13390 t:108125 epi:nan +opt_step:324189 lr:0.0003 alpha:0.07073 +2026-02-13 03:18:44 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:4435.00 total_reward_ma:3540.29 loss:-23.25 fps:129.2 +frame:1.74e+06 wall_t:13466 t:108750 epi:nan +opt_step:326064 lr:0.0003 alpha:0.07386 +2026-02-13 03:20:00 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:4498.25 total_reward_ma:3571.45 loss:-25.21 fps:129.2 +frame:1.75e+06 wall_t:13543 t:109375 epi:nan +opt_step:327939 lr:0.0003 alpha:0.07461 +2026-02-13 03:21:16 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:4238.25 total_reward_ma:3599.68 loss:-23.83 fps:129.2 +frame:1.76e+06 wall_t:13618 t:110000 epi:nan +opt_step:329814 lr:0.0003 alpha:0.07635 +2026-02-13 03:22:31 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:4464.25 total_reward_ma:3629.89 loss:-28.18 fps:129.3 +frame:1.77e+06 wall_t:13694 t:110625 epi:nan +opt_step:331689 lr:0.0003 alpha:0.0803 +2026-02-13 03:23:47 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:4322.25 total_reward_ma:3657.71 loss:-25.86 fps:129.3 +frame:1.78e+06 wall_t:13770 t:111250 epi:nan +opt_step:333564 lr:0.0003 alpha:0.0803 +2026-02-13 03:25:04 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:4401.75 total_reward_ma:3686.27 loss:-27.04 fps:129.3 +frame:1.79e+06 wall_t:13847 t:111875 epi:nan +opt_step:335439 lr:0.0003 alpha:0.08216 +2026-02-13 03:26:20 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:4541.75 total_reward_ma:3715.90 loss:-25.2 fps:129.3 +frame:1.80e+06 wall_t:13923 t:112500 epi:nan +opt_step:337314 lr:0.0003 alpha:0.08136 +2026-02-13 03:27:38 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:4505.75 total_reward_ma:3743.89 loss:-25.21 fps:129.3 +frame:1.81e+06 wall_t:14001 t:113125 epi:nan +opt_step:339189 lr:0.0003 alpha:0.08022 +2026-02-13 03:28:56 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:4595.75 total_reward_ma:3770.01 loss:-28.06 fps:129.3 +frame:1.82e+06 wall_t:14079 t:113750 epi:nan +opt_step:341064 lr:0.0003 alpha:0.0806 +2026-02-13 03:30:16 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:4651.75 total_reward_ma:3796.41 loss:-26.48 fps:129.2 +frame:1.83e+06 wall_t:14159 t:114375 epi:nan +opt_step:342939 lr:0.0003 alpha:0.08023 +2026-02-13 03:31:37 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:4480.75 total_reward_ma:3818.96 loss:-27.74 fps:129.2 +frame:1.84e+06 wall_t:14240 t:115000 epi:nan +opt_step:344814 lr:0.0003 alpha:0.08112 +2026-02-13 03:32:57 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:4520.25 total_reward_ma:3839.23 loss:-27.24 fps:129.2 +frame:1.85e+06 wall_t:14320 t:115625 epi:nan +opt_step:346689 lr:0.0003 alpha:0.08197 +2026-02-13 03:34:16 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:4213.50 total_reward_ma:3855.94 loss:-27.19 fps:129.2 +frame:1.86e+06 wall_t:14399 t:116250 epi:nan +opt_step:348564 lr:0.0003 alpha:0.0796 +2026-02-13 03:35:32 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:4297.25 total_reward_ma:3870.89 loss:-27.72 fps:129.2 +frame:1.87e+06 wall_t:14475 t:116875 epi:nan +opt_step:350439 lr:0.0003 alpha:0.07945 +2026-02-13 03:36:48 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:4105.50 total_reward_ma:3882.78 loss:-27.13 fps:129.2 +frame:1.88e+06 wall_t:14551 t:117500 epi:nan +opt_step:352314 lr:0.0003 alpha:0.07769 +2026-02-13 03:38:04 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:4263.50 total_reward_ma:3895.98 loss:-27.72 fps:129.2 +frame:1.89e+06 wall_t:14627 t:118125 epi:nan +opt_step:354189 lr:0.0003 alpha:0.07552 +2026-02-13 03:39:20 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:4059.50 total_reward_ma:3909.31 loss:-27.17 fps:129.2 +frame:1.90e+06 wall_t:14703 t:118750 epi:nan +opt_step:356064 lr:0.0003 alpha:0.07283 +2026-02-13 03:40:36 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:3994.00 total_reward_ma:3922.42 loss:-26.77 fps:129.2 +frame:1.91e+06 wall_t:14779 t:119375 epi:nan +opt_step:357939 lr:0.0003 alpha:0.07323 +2026-02-13 03:41:52 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:3956.25 total_reward_ma:3935.91 loss:-26.32 fps:129.3 +frame:1.92e+06 wall_t:14854 t:120000 epi:nan +opt_step:359814 lr:0.0003 alpha:0.07042 +2026-02-13 03:43:07 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:4151.00 total_reward_ma:3952.79 loss:-27.04 fps:129.3 +frame:1.93e+06 wall_t:14930 t:120625 epi:nan +opt_step:361689 lr:0.0003 alpha:0.07134 +2026-02-13 03:44:23 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:4178.00 total_reward_ma:3972.20 loss:-26.16 fps:129.3 +frame:1.94e+06 wall_t:15006 t:121250 epi:nan +opt_step:363564 lr:0.0003 alpha:0.07082 +2026-02-13 03:45:39 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:4231.50 total_reward_ma:3996.37 loss:-26.62 fps:129.3 +frame:1.95e+06 wall_t:15082 t:121875 epi:nan +opt_step:365439 lr:0.0003 alpha:0.07111 +2026-02-13 03:46:56 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:4338.25 total_reward_ma:4023.47 loss:-25.96 fps:129.3 +frame:1.96e+06 wall_t:15159 t:122500 epi:nan +opt_step:367314 lr:0.0003 alpha:0.07072 +2026-02-13 03:48:12 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:4386.25 total_reward_ma:4053.26 loss:-26.55 fps:129.3 +frame:1.97e+06 wall_t:15235 t:123125 epi:nan +opt_step:369189 lr:0.0003 alpha:0.06992 +2026-02-13 03:49:29 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:4521.00 total_reward_ma:4084.51 loss:-26.1 fps:129.3 +frame:1.98e+06 wall_t:15312 t:123750 epi:nan +opt_step:371064 lr:0.0003 alpha:0.06675 +2026-02-13 03:50:45 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:4307.00 total_reward_ma:4114.40 loss:-25.45 fps:129.3 +frame:1.99e+06 wall_t:15388 t:124375 epi:nan +opt_step:372939 lr:0.0003 alpha:0.06555 +2026-02-13 03:52:01 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_qbert_t0_s2 [train] +total_reward:4301.50 total_reward_ma:4143.52 loss:-25.87 fps:129.3 +frame:2.00e+06 wall_t:15464 t:125000 epi:nan +opt_step:374814 lr:0.0003 alpha:0.06531 +2026-02-13 03:52:02 | INFO | PID:1359 | slm_lab.lib.logger:info | Session 2 done diff --git a/data/sac_atari_qbert_2026_02_12_233409/log/sac_atari_qbert_t0_s3.log b/data/sac_atari_qbert_2026_02_12_233409/log/sac_atari_qbert_t0_s3.log new file mode 100644 index 0000000000000000000000000000000000000000..f728a39209f8efbf07c392adbb83d366a0fd2dbe --- /dev/null +++ b/data/sac_atari_qbert_2026_02_12_233409/log/sac_atari_qbert_t0_s3.log @@ -0,0 +1,802 @@ +2026-02-12 23:34:14 | INFO | PID:1360 | slm_lab.env:_make_vector_env | AtariVectorEnv: 16 envs, native preprocessing +2026-02-12 23:36:08 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:157.50 total_reward_ma:157.50 loss:-12.42 fps:90.09 +frame:1.00e+04 wall_t:111 t:625 epi:nan +opt_step:1689 lr:0.0003 alpha:0.6313 +2026-02-12 23:37:26 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:143.14 total_reward_ma:150.32 loss:-18.28 fps:105.8 +frame:2.00e+04 wall_t:189 t:1250 epi:nan +opt_step:3564 lr:0.0003 alpha:0.4037 +2026-02-12 23:38:44 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:151.81 total_reward_ma:150.81 loss:-20.91 fps:112.4 +frame:3.00e+04 wall_t:267 t:1875 epi:nan +opt_step:5439 lr:0.0003 alpha:0.2644 +2026-02-12 23:40:04 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:147.50 total_reward_ma:149.99 loss:-22.11 fps:115.3 +frame:4.00e+04 wall_t:347 t:2500 epi:nan +opt_step:7314 lr:0.0003 alpha:0.1747 +2026-02-12 23:41:22 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:145.00 total_reward_ma:148.99 loss:-21.91 fps:117.6 +frame:5.00e+04 wall_t:425 t:3125 epi:nan +opt_step:9189 lr:0.0003 alpha:0.116 +2026-02-12 23:42:41 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:148.75 total_reward_ma:148.95 loss:-21.13 fps:119 +frame:6.00e+04 wall_t:504 t:3750 epi:nan +opt_step:11064 lr:0.0003 alpha:0.07747 +2026-02-12 23:43:59 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:154.00 total_reward_ma:149.67 loss:-19.65 fps:120.3 +frame:7.00e+04 wall_t:582 t:4375 epi:nan +opt_step:12939 lr:0.0003 alpha:0.05186 +2026-02-12 23:45:18 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:169.75 total_reward_ma:152.18 loss:-18.39 fps:121 +frame:8.00e+04 wall_t:661 t:5000 epi:nan +opt_step:14814 lr:0.0003 alpha:0.03504 +2026-02-12 23:46:36 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:208.25 total_reward_ma:158.41 loss:-16.9 fps:121.8 +frame:9.00e+04 wall_t:739 t:5625 epi:nan +opt_step:16689 lr:0.0003 alpha:0.02443 +2026-02-12 23:47:54 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:230.50 total_reward_ma:165.62 loss:-15.3 fps:122.4 +frame:1.00e+05 wall_t:817 t:6250 epi:nan +opt_step:18564 lr:0.0003 alpha:0.01753 +2026-02-12 23:49:13 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:266.25 total_reward_ma:174.77 loss:-14.76 fps:122.9 +frame:1.10e+05 wall_t:895 t:6875 epi:nan +opt_step:20439 lr:0.0003 alpha:0.01308 +2026-02-12 23:50:31 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:317.00 total_reward_ma:186.62 loss:-13.52 fps:123.3 +frame:1.20e+05 wall_t:973 t:7500 epi:nan +opt_step:22314 lr:0.0003 alpha:0.01139 +2026-02-12 23:51:49 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:335.25 total_reward_ma:198.05 loss:-12.73 fps:123.6 +frame:1.30e+05 wall_t:1052 t:8125 epi:nan +opt_step:24189 lr:0.0003 alpha:0.01109 +2026-02-12 23:53:07 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:348.50 total_reward_ma:208.80 loss:-11.95 fps:123.9 +frame:1.40e+05 wall_t:1130 t:8750 epi:nan +opt_step:26064 lr:0.0003 alpha:0.01242 +2026-02-12 23:54:25 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:378.50 total_reward_ma:220.11 loss:-11.43 fps:124.2 +frame:1.50e+05 wall_t:1208 t:9375 epi:nan +opt_step:27939 lr:0.0003 alpha:0.01133 +2026-02-12 23:55:44 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:372.50 total_reward_ma:229.64 loss:-11.34 fps:124.4 +frame:1.60e+05 wall_t:1286 t:10000 epi:nan +opt_step:29814 lr:0.0003 alpha:0.01066 +2026-02-12 23:57:01 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:388.50 total_reward_ma:238.98 loss:-10.51 fps:124.6 +frame:1.70e+05 wall_t:1364 t:10625 epi:nan +opt_step:31689 lr:0.0003 alpha:0.0111 +2026-02-12 23:58:20 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:399.25 total_reward_ma:247.89 loss:-10.03 fps:124.8 +frame:1.80e+05 wall_t:1442 t:11250 epi:nan +opt_step:33564 lr:0.0003 alpha:0.01205 +2026-02-12 23:59:38 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:428.00 total_reward_ma:257.37 loss:-8.975 fps:124.9 +frame:1.90e+05 wall_t:1521 t:11875 epi:nan +opt_step:35439 lr:0.0003 alpha:0.01342 +2026-02-13 00:00:56 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:470.25 total_reward_ma:268.01 loss:-8.584 fps:125.1 +frame:2.00e+05 wall_t:1599 t:12500 epi:nan +opt_step:37314 lr:0.0003 alpha:0.01364 +2026-02-13 00:02:15 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:507.50 total_reward_ma:279.41 loss:-8.648 fps:125.2 +frame:2.10e+05 wall_t:1677 t:13125 epi:nan +opt_step:39189 lr:0.0003 alpha:0.01518 +2026-02-13 00:03:33 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:539.00 total_reward_ma:291.21 loss:-8.405 fps:125.3 +frame:2.20e+05 wall_t:1756 t:13750 epi:nan +opt_step:41064 lr:0.0003 alpha:0.01611 +2026-02-13 00:04:51 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:582.50 total_reward_ma:303.88 loss:-8.129 fps:125.4 +frame:2.30e+05 wall_t:1834 t:14375 epi:nan +opt_step:42939 lr:0.0003 alpha:0.01745 +2026-02-13 00:06:09 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:624.50 total_reward_ma:317.24 loss:-8.09 fps:125.5 +frame:2.40e+05 wall_t:1912 t:15000 epi:nan +opt_step:44814 lr:0.0003 alpha:0.01831 +2026-02-13 00:07:27 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:645.00 total_reward_ma:330.35 loss:-8.282 fps:125.6 +frame:2.50e+05 wall_t:1990 t:15625 epi:nan +opt_step:46689 lr:0.0003 alpha:0.01972 +2026-02-13 00:08:45 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:632.25 total_reward_ma:341.96 loss:-8.056 fps:125.7 +frame:2.60e+05 wall_t:2068 t:16250 epi:nan +opt_step:48564 lr:0.0003 alpha:0.02084 +2026-02-13 00:10:03 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:630.25 total_reward_ma:352.64 loss:-7.835 fps:125.8 +frame:2.70e+05 wall_t:2146 t:16875 epi:nan +opt_step:50439 lr:0.0003 alpha:0.02239 +2026-02-13 00:11:21 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:638.75 total_reward_ma:362.86 loss:-7.908 fps:125.9 +frame:2.80e+05 wall_t:2224 t:17500 epi:nan +opt_step:52314 lr:0.0003 alpha:0.02361 +2026-02-13 00:12:38 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:614.00 total_reward_ma:371.52 loss:-8.483 fps:126 +frame:2.90e+05 wall_t:2301 t:18125 epi:nan +opt_step:54189 lr:0.0003 alpha:0.02516 +2026-02-13 00:13:55 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:598.75 total_reward_ma:379.09 loss:-8.584 fps:126.2 +frame:3.00e+05 wall_t:2378 t:18750 epi:nan +opt_step:56064 lr:0.0003 alpha:0.02395 +2026-02-13 00:15:13 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:603.25 total_reward_ma:386.32 loss:-8.398 fps:126.3 +frame:3.10e+05 wall_t:2455 t:19375 epi:nan +opt_step:57939 lr:0.0003 alpha:0.0246 +2026-02-13 00:16:30 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:594.50 total_reward_ma:392.83 loss:-8.161 fps:126.3 +frame:3.20e+05 wall_t:2533 t:20000 epi:nan +opt_step:59814 lr:0.0003 alpha:0.02498 +2026-02-13 00:17:48 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:587.25 total_reward_ma:398.72 loss:-8.139 fps:126.4 +frame:3.30e+05 wall_t:2611 t:20625 epi:nan +opt_step:61689 lr:0.0003 alpha:0.02501 +2026-02-13 00:19:05 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:577.25 total_reward_ma:403.97 loss:-8.066 fps:126.5 +frame:3.40e+05 wall_t:2688 t:21250 epi:nan +opt_step:63564 lr:0.0003 alpha:0.02481 +2026-02-13 00:20:23 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:569.00 total_reward_ma:408.68 loss:-7.918 fps:126.5 +frame:3.50e+05 wall_t:2766 t:21875 epi:nan +opt_step:65439 lr:0.0003 alpha:0.0259 +2026-02-13 00:21:41 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:589.25 total_reward_ma:413.70 loss:-7.48 fps:126.6 +frame:3.60e+05 wall_t:2843 t:22500 epi:nan +opt_step:67314 lr:0.0003 alpha:0.02582 +2026-02-13 00:22:58 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:611.75 total_reward_ma:419.05 loss:-7.132 fps:126.7 +frame:3.70e+05 wall_t:2921 t:23125 epi:nan +opt_step:69189 lr:0.0003 alpha:0.02612 +2026-02-13 00:24:16 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:609.50 total_reward_ma:424.06 loss:-6.968 fps:126.8 +frame:3.80e+05 wall_t:2998 t:23750 epi:nan +opt_step:71064 lr:0.0003 alpha:0.02607 +2026-02-13 00:25:33 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:610.50 total_reward_ma:428.84 loss:-6.44 fps:126.8 +frame:3.90e+05 wall_t:3076 t:24375 epi:nan +opt_step:72939 lr:0.0003 alpha:0.02709 +2026-02-13 00:26:51 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:633.00 total_reward_ma:433.95 loss:-5.847 fps:126.8 +frame:4.00e+05 wall_t:3154 t:25000 epi:nan +opt_step:74814 lr:0.0003 alpha:0.02812 +2026-02-13 00:28:08 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:703.25 total_reward_ma:440.52 loss:-5.874 fps:126.9 +frame:4.10e+05 wall_t:3231 t:25625 epi:nan +opt_step:76689 lr:0.0003 alpha:0.02854 +2026-02-13 00:29:25 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:718.00 total_reward_ma:447.12 loss:-6.366 fps:127 +frame:4.20e+05 wall_t:3308 t:26250 epi:nan +opt_step:78564 lr:0.0003 alpha:0.02869 +2026-02-13 00:30:43 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:743.50 total_reward_ma:454.02 loss:-5.629 fps:127 +frame:4.30e+05 wall_t:3386 t:26875 epi:nan +opt_step:80439 lr:0.0003 alpha:0.02896 +2026-02-13 00:32:00 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:742.00 total_reward_ma:460.56 loss:-6.215 fps:127.1 +frame:4.40e+05 wall_t:3463 t:27500 epi:nan +opt_step:82314 lr:0.0003 alpha:0.02796 +2026-02-13 00:33:18 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:754.00 total_reward_ma:467.08 loss:-6.211 fps:127.1 +frame:4.50e+05 wall_t:3541 t:28125 epi:nan +opt_step:84189 lr:0.0003 alpha:0.02814 +2026-02-13 00:34:35 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:776.25 total_reward_ma:473.80 loss:-6.035 fps:127.1 +frame:4.60e+05 wall_t:3618 t:28750 epi:nan +opt_step:86064 lr:0.0003 alpha:0.02815 +2026-02-13 00:35:52 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:790.00 total_reward_ma:480.53 loss:-6.71 fps:127.2 +frame:4.70e+05 wall_t:3695 t:29375 epi:nan +opt_step:87939 lr:0.0003 alpha:0.02787 +2026-02-13 00:37:10 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:796.25 total_reward_ma:487.11 loss:-6.401 fps:127.2 +frame:4.80e+05 wall_t:3773 t:30000 epi:nan +opt_step:89814 lr:0.0003 alpha:0.02786 +2026-02-13 00:38:28 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:768.75 total_reward_ma:492.86 loss:-5.839 fps:127.2 +frame:4.90e+05 wall_t:3851 t:30625 epi:nan +opt_step:91689 lr:0.0003 alpha:0.02845 +2026-02-13 00:39:46 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:779.50 total_reward_ma:498.59 loss:-6.104 fps:127.3 +frame:5.00e+05 wall_t:3929 t:31250 epi:nan +opt_step:93564 lr:0.0003 alpha:0.02939 +2026-02-13 00:41:03 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:780.25 total_reward_ma:504.11 loss:-5.425 fps:127.3 +frame:5.10e+05 wall_t:4006 t:31875 epi:nan +opt_step:95439 lr:0.0003 alpha:0.02958 +2026-02-13 00:42:20 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:781.25 total_reward_ma:509.44 loss:-4.951 fps:127.4 +frame:5.20e+05 wall_t:4083 t:32500 epi:nan +opt_step:97314 lr:0.0003 alpha:0.03021 +2026-02-13 00:43:37 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:785.50 total_reward_ma:514.65 loss:-5.163 fps:127.4 +frame:5.30e+05 wall_t:4160 t:33125 epi:nan +opt_step:99189 lr:0.0003 alpha:0.03081 +2026-02-13 00:44:54 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:788.50 total_reward_ma:519.72 loss:-5.462 fps:127.4 +frame:5.40e+05 wall_t:4237 t:33750 epi:nan +opt_step:101064 lr:0.0003 alpha:0.03029 +2026-02-13 00:46:12 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:787.25 total_reward_ma:524.59 loss:-5.006 fps:127.5 +frame:5.50e+05 wall_t:4315 t:34375 epi:nan +opt_step:102939 lr:0.0003 alpha:0.03016 +2026-02-13 00:47:29 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:784.75 total_reward_ma:529.23 loss:-4.651 fps:127.5 +frame:5.60e+05 wall_t:4392 t:35000 epi:nan +opt_step:104814 lr:0.0003 alpha:0.02937 +2026-02-13 00:48:47 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:773.25 total_reward_ma:533.51 loss:-4.68 fps:127.5 +frame:5.70e+05 wall_t:4470 t:35625 epi:nan +opt_step:106689 lr:0.0003 alpha:0.02825 +2026-02-13 00:50:03 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:797.25 total_reward_ma:538.06 loss:-5.328 fps:127.6 +frame:5.80e+05 wall_t:4546 t:36250 epi:nan +opt_step:108564 lr:0.0003 alpha:0.02877 +2026-02-13 00:51:21 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:759.25 total_reward_ma:541.81 loss:-4.95 fps:127.6 +frame:5.90e+05 wall_t:4624 t:36875 epi:nan +opt_step:110439 lr:0.0003 alpha:0.03044 +2026-02-13 00:52:38 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:737.00 total_reward_ma:545.06 loss:-4.763 fps:127.6 +frame:6.00e+05 wall_t:4701 t:37500 epi:nan +opt_step:112314 lr:0.0003 alpha:0.03106 +2026-02-13 00:53:55 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:719.00 total_reward_ma:547.91 loss:-5.183 fps:127.7 +frame:6.10e+05 wall_t:4778 t:38125 epi:nan +opt_step:114189 lr:0.0003 alpha:0.03206 +2026-02-13 00:55:12 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:697.50 total_reward_ma:550.33 loss:-5.192 fps:127.7 +frame:6.20e+05 wall_t:4855 t:38750 epi:nan +opt_step:116064 lr:0.0003 alpha:0.03212 +2026-02-13 00:56:30 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:703.75 total_reward_ma:552.76 loss:-5.013 fps:127.7 +frame:6.30e+05 wall_t:4933 t:39375 epi:nan +opt_step:117939 lr:0.0003 alpha:0.032 +2026-02-13 00:57:47 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:661.00 total_reward_ma:554.45 loss:-5.509 fps:127.7 +frame:6.40e+05 wall_t:5010 t:40000 epi:nan +opt_step:119814 lr:0.0003 alpha:0.0306 +2026-02-13 00:59:05 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:680.50 total_reward_ma:556.39 loss:-5.735 fps:127.8 +frame:6.50e+05 wall_t:5088 t:40625 epi:nan +opt_step:121689 lr:0.0003 alpha:0.03038 +2026-02-13 01:00:22 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:672.75 total_reward_ma:558.15 loss:-5.886 fps:127.8 +frame:6.60e+05 wall_t:5165 t:41250 epi:nan +opt_step:123564 lr:0.0003 alpha:0.03077 +2026-02-13 01:01:40 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:734.75 total_reward_ma:560.79 loss:-5.92 fps:127.8 +frame:6.70e+05 wall_t:5243 t:41875 epi:nan +opt_step:125439 lr:0.0003 alpha:0.02994 +2026-02-13 01:02:58 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:805.50 total_reward_ma:564.39 loss:-5.606 fps:127.8 +frame:6.80e+05 wall_t:5321 t:42500 epi:nan +opt_step:127314 lr:0.0003 alpha:0.03057 +2026-02-13 01:04:16 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:836.50 total_reward_ma:568.33 loss:-5.928 fps:127.8 +frame:6.90e+05 wall_t:5399 t:43125 epi:nan +opt_step:129189 lr:0.0003 alpha:0.03068 +2026-02-13 01:05:33 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:971.25 total_reward_ma:574.09 loss:-5.925 fps:127.8 +frame:7.00e+05 wall_t:5476 t:43750 epi:nan +opt_step:131064 lr:0.0003 alpha:0.03048 +2026-02-13 01:06:51 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:1052.25 total_reward_ma:580.82 loss:-6.48 fps:127.9 +frame:7.10e+05 wall_t:5553 t:44375 epi:nan +opt_step:132939 lr:0.0003 alpha:0.03153 +2026-02-13 01:08:09 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:1241.75 total_reward_ma:590.00 loss:-6.641 fps:127.9 +frame:7.20e+05 wall_t:5631 t:45000 epi:nan +opt_step:134814 lr:0.0003 alpha:0.03208 +2026-02-13 01:09:26 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:1343.75 total_reward_ma:600.33 loss:-6.334 fps:127.9 +frame:7.30e+05 wall_t:5709 t:45625 epi:nan +opt_step:136689 lr:0.0003 alpha:0.03349 +2026-02-13 01:10:44 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:1335.75 total_reward_ma:610.27 loss:-6.656 fps:127.9 +frame:7.40e+05 wall_t:5787 t:46250 epi:nan +opt_step:138564 lr:0.0003 alpha:0.03452 +2026-02-13 01:12:02 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:1343.25 total_reward_ma:620.04 loss:-6.476 fps:127.9 +frame:7.50e+05 wall_t:5864 t:46875 epi:nan +opt_step:140439 lr:0.0003 alpha:0.03406 +2026-02-13 01:13:20 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:1463.25 total_reward_ma:631.13 loss:-6.683 fps:127.9 +frame:7.60e+05 wall_t:5942 t:47500 epi:nan +opt_step:142314 lr:0.0003 alpha:0.03509 +2026-02-13 01:14:37 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:1568.75 total_reward_ma:643.31 loss:-6.531 fps:127.9 +frame:7.70e+05 wall_t:6020 t:48125 epi:nan +opt_step:144189 lr:0.0003 alpha:0.03578 +2026-02-13 01:15:54 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:1560.50 total_reward_ma:655.07 loss:-6.768 fps:127.9 +frame:7.80e+05 wall_t:6097 t:48750 epi:nan +opt_step:146064 lr:0.0003 alpha:0.03534 +2026-02-13 01:17:12 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:1659.75 total_reward_ma:667.79 loss:-6.577 fps:127.9 +frame:7.90e+05 wall_t:6175 t:49375 epi:nan +opt_step:147939 lr:0.0003 alpha:0.0359 +2026-02-13 01:18:30 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:1748.75 total_reward_ma:681.30 loss:-6.971 fps:128 +frame:8.00e+05 wall_t:6252 t:50000 epi:nan +opt_step:149814 lr:0.0003 alpha:0.03518 +2026-02-13 01:19:48 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:1815.25 total_reward_ma:695.30 loss:-7.467 fps:127.9 +frame:8.10e+05 wall_t:6331 t:50625 epi:nan +opt_step:151689 lr:0.0003 alpha:0.03563 +2026-02-13 01:21:05 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:1983.50 total_reward_ma:711.01 loss:-6.918 fps:128 +frame:8.20e+05 wall_t:6408 t:51250 epi:nan +opt_step:153564 lr:0.0003 alpha:0.03675 +2026-02-13 01:22:23 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:2188.25 total_reward_ma:728.81 loss:-7.624 fps:128 +frame:8.30e+05 wall_t:6485 t:51875 epi:nan +opt_step:155439 lr:0.0003 alpha:0.03842 +2026-02-13 01:23:40 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:2305.75 total_reward_ma:747.58 loss:-7.969 fps:128 +frame:8.40e+05 wall_t:6563 t:52500 epi:nan +opt_step:157314 lr:0.0003 alpha:0.04064 +2026-02-13 01:24:58 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:2339.75 total_reward_ma:766.31 loss:-7.58 fps:128 +frame:8.50e+05 wall_t:6641 t:53125 epi:nan +opt_step:159189 lr:0.0003 alpha:0.04227 +2026-02-13 01:26:15 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:2324.75 total_reward_ma:784.43 loss:-8.657 fps:128 +frame:8.60e+05 wall_t:6718 t:53750 epi:nan +opt_step:161064 lr:0.0003 alpha:0.04337 +2026-02-13 01:27:33 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:2401.50 total_reward_ma:803.02 loss:-8.612 fps:128 +frame:8.70e+05 wall_t:6796 t:54375 epi:nan +opt_step:162939 lr:0.0003 alpha:0.04681 +2026-02-13 01:28:51 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:2453.00 total_reward_ma:821.77 loss:-9.482 fps:128 +frame:8.80e+05 wall_t:6874 t:55000 epi:nan +opt_step:164814 lr:0.0003 alpha:0.05046 +2026-02-13 01:30:09 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:2415.25 total_reward_ma:839.67 loss:-10.16 fps:128 +frame:8.90e+05 wall_t:6952 t:55625 epi:nan +opt_step:166689 lr:0.0003 alpha:0.05422 +2026-02-13 01:31:26 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:2298.25 total_reward_ma:855.88 loss:-12.06 fps:128 +frame:9.00e+05 wall_t:7029 t:56250 epi:nan +opt_step:168564 lr:0.0003 alpha:0.05461 +2026-02-13 01:32:44 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:2193.00 total_reward_ma:870.57 loss:-11.32 fps:128 +frame:9.10e+05 wall_t:7107 t:56875 epi:nan +opt_step:170439 lr:0.0003 alpha:0.05721 +2026-02-13 01:34:02 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:1998.00 total_reward_ma:882.83 loss:-12.51 fps:128 +frame:9.20e+05 wall_t:7185 t:57500 epi:nan +opt_step:172314 lr:0.0003 alpha:0.05772 +2026-02-13 01:35:20 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:1953.00 total_reward_ma:894.34 loss:-13.51 fps:128 +frame:9.30e+05 wall_t:7263 t:58125 epi:nan +opt_step:174189 lr:0.0003 alpha:0.05788 +2026-02-13 01:36:38 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:1870.50 total_reward_ma:904.72 loss:-16.58 fps:128.1 +frame:9.40e+05 wall_t:7340 t:58750 epi:nan +opt_step:176064 lr:0.0003 alpha:0.06436 +2026-02-13 01:37:54 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:1571.75 total_reward_ma:911.74 loss:-18.97 fps:128.1 +frame:9.50e+05 wall_t:7417 t:59375 epi:nan +opt_step:177939 lr:0.0003 alpha:0.0674 +2026-02-13 01:39:12 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:1420.75 total_reward_ma:917.04 loss:-21.51 fps:128.1 +frame:9.60e+05 wall_t:7495 t:60000 epi:nan +opt_step:179814 lr:0.0003 alpha:0.07623 +2026-02-13 01:40:30 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:1239.50 total_reward_ma:920.37 loss:-23.72 fps:128.1 +frame:9.70e+05 wall_t:7573 t:60625 epi:nan +opt_step:181689 lr:0.0003 alpha:0.08446 +2026-02-13 01:41:48 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:1092.00 total_reward_ma:922.12 loss:-25.8 fps:128.1 +frame:9.80e+05 wall_t:7651 t:61250 epi:nan +opt_step:183564 lr:0.0003 alpha:0.09351 +2026-02-13 01:43:06 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:983.00 total_reward_ma:922.73 loss:-25.66 fps:128.1 +frame:9.90e+05 wall_t:7728 t:61875 epi:nan +opt_step:185439 lr:0.0003 alpha:0.09931 +2026-02-13 01:44:23 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:839.25 total_reward_ma:921.90 loss:-28.5 fps:128.1 +frame:1.00e+06 wall_t:7806 t:62500 epi:nan +opt_step:187314 lr:0.0003 alpha:0.1051 +2026-02-13 01:45:41 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:704.25 total_reward_ma:927.37 loss:-32.5 fps:128.1 +frame:1.01e+06 wall_t:7884 t:63125 epi:nan +opt_step:189189 lr:0.0003 alpha:0.111 +2026-02-13 01:46:59 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:666.50 total_reward_ma:932.60 loss:-33.3 fps:128.1 +frame:1.02e+06 wall_t:7962 t:63750 epi:nan +opt_step:191064 lr:0.0003 alpha:0.1178 +2026-02-13 01:48:16 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:640.50 total_reward_ma:937.49 loss:-35.63 fps:128.1 +frame:1.03e+06 wall_t:8039 t:64375 epi:nan +opt_step:192939 lr:0.0003 alpha:0.1212 +2026-02-13 01:49:34 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:608.75 total_reward_ma:942.10 loss:-35.82 fps:128.1 +frame:1.04e+06 wall_t:8117 t:65000 epi:nan +opt_step:194814 lr:0.0003 alpha:0.1267 +2026-02-13 01:50:52 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:606.50 total_reward_ma:946.72 loss:-34.59 fps:128.1 +frame:1.05e+06 wall_t:8194 t:65625 epi:nan +opt_step:196689 lr:0.0003 alpha:0.1279 +2026-02-13 01:52:09 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:619.25 total_reward_ma:951.42 loss:-36.56 fps:128.1 +frame:1.06e+06 wall_t:8272 t:66250 epi:nan +opt_step:198564 lr:0.0003 alpha:0.1275 +2026-02-13 01:53:27 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:698.50 total_reward_ma:956.86 loss:-36.92 fps:128.2 +frame:1.07e+06 wall_t:8349 t:66875 epi:nan +opt_step:200439 lr:0.0003 alpha:0.1255 +2026-02-13 01:54:44 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:776.75 total_reward_ma:962.93 loss:-36.64 fps:128.2 +frame:1.08e+06 wall_t:8427 t:67500 epi:nan +opt_step:202314 lr:0.0003 alpha:0.1235 +2026-02-13 01:56:02 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:867.25 total_reward_ma:969.53 loss:-37.52 fps:128.2 +frame:1.09e+06 wall_t:8504 t:68125 epi:nan +opt_step:204189 lr:0.0003 alpha:0.1154 +2026-02-13 01:57:19 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:936.75 total_reward_ma:976.59 loss:-37.86 fps:128.2 +frame:1.10e+06 wall_t:8582 t:68750 epi:nan +opt_step:206064 lr:0.0003 alpha:0.1115 +2026-02-13 01:58:36 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:960.00 total_reward_ma:983.53 loss:-37.58 fps:128.2 +frame:1.11e+06 wall_t:8659 t:69375 epi:nan +opt_step:207939 lr:0.0003 alpha:0.1036 +2026-02-13 01:59:53 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:1040.00 total_reward_ma:990.76 loss:-37.66 fps:128.2 +frame:1.12e+06 wall_t:8736 t:70000 epi:nan +opt_step:209814 lr:0.0003 alpha:0.09911 +2026-02-13 02:01:10 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:1157.25 total_reward_ma:998.97 loss:-36.26 fps:128.2 +frame:1.13e+06 wall_t:8813 t:70625 epi:nan +opt_step:211689 lr:0.0003 alpha:0.0926 +2026-02-13 02:02:28 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:1227.25 total_reward_ma:1007.76 loss:-36.14 fps:128.2 +frame:1.14e+06 wall_t:8891 t:71250 epi:nan +opt_step:213564 lr:0.0003 alpha:0.08629 +2026-02-13 02:03:46 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:1559.75 total_reward_ma:1019.58 loss:-34.56 fps:128.2 +frame:1.15e+06 wall_t:8969 t:71875 epi:nan +opt_step:215439 lr:0.0003 alpha:0.08124 +2026-02-13 02:05:03 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:1729.75 total_reward_ma:1033.15 loss:-32.38 fps:128.2 +frame:1.16e+06 wall_t:9046 t:72500 epi:nan +opt_step:217314 lr:0.0003 alpha:0.07513 +2026-02-13 02:06:21 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:1820.25 total_reward_ma:1047.46 loss:-31.14 fps:128.2 +frame:1.17e+06 wall_t:9124 t:73125 epi:nan +opt_step:219189 lr:0.0003 alpha:0.07238 +2026-02-13 02:07:39 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:1961.25 total_reward_ma:1063.08 loss:-29.16 fps:128.2 +frame:1.18e+06 wall_t:9202 t:73750 epi:nan +opt_step:221064 lr:0.0003 alpha:0.06721 +2026-02-13 02:08:56 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:1996.50 total_reward_ma:1078.77 loss:-29.2 fps:128.2 +frame:1.19e+06 wall_t:9279 t:74375 epi:nan +opt_step:222939 lr:0.0003 alpha:0.06329 +2026-02-13 02:10:13 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:2400.50 total_reward_ma:1098.07 loss:-26.98 fps:128.3 +frame:1.20e+06 wall_t:9356 t:75000 epi:nan +opt_step:224814 lr:0.0003 alpha:0.0605 +2026-02-13 02:11:31 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:2569.25 total_reward_ma:1118.69 loss:-26.28 fps:128.3 +frame:1.21e+06 wall_t:9434 t:75625 epi:nan +opt_step:226689 lr:0.0003 alpha:0.0578 +2026-02-13 02:12:49 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:2682.25 total_reward_ma:1140.12 loss:-25.43 fps:128.3 +frame:1.22e+06 wall_t:9512 t:76250 epi:nan +opt_step:228564 lr:0.0003 alpha:0.05561 +2026-02-13 02:14:07 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:2787.50 total_reward_ma:1162.17 loss:-25.09 fps:128.3 +frame:1.23e+06 wall_t:9590 t:76875 epi:nan +opt_step:230439 lr:0.0003 alpha:0.05418 +2026-02-13 02:15:24 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:2911.00 total_reward_ma:1185.04 loss:-23.68 fps:128.3 +frame:1.24e+06 wall_t:9667 t:77500 epi:nan +opt_step:232314 lr:0.0003 alpha:0.05319 +2026-02-13 02:16:41 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:2970.50 total_reward_ma:1208.29 loss:-23.09 fps:128.3 +frame:1.25e+06 wall_t:9744 t:78125 epi:nan +opt_step:234189 lr:0.0003 alpha:0.05188 +2026-02-13 02:17:59 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:2998.00 total_reward_ma:1231.95 loss:-23.32 fps:128.3 +frame:1.26e+06 wall_t:9822 t:78750 epi:nan +opt_step:236064 lr:0.0003 alpha:0.05204 +2026-02-13 02:19:17 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:3248.25 total_reward_ma:1258.13 loss:-22.05 fps:128.3 +frame:1.27e+06 wall_t:9899 t:79375 epi:nan +opt_step:237939 lr:0.0003 alpha:0.0518 +2026-02-13 02:20:34 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:3360.50 total_reward_ma:1285.35 loss:-21.04 fps:128.3 +frame:1.28e+06 wall_t:9976 t:80000 epi:nan +opt_step:239814 lr:0.0003 alpha:0.05328 +2026-02-13 02:21:50 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:3455.50 total_reward_ma:1313.76 loss:-21.52 fps:128.3 +frame:1.29e+06 wall_t:10053 t:80625 epi:nan +opt_step:241689 lr:0.0003 alpha:0.05305 +2026-02-13 02:23:06 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:3540.00 total_reward_ma:1343.18 loss:-20.4 fps:128.3 +frame:1.30e+06 wall_t:10129 t:81250 epi:nan +opt_step:243564 lr:0.0003 alpha:0.05591 +2026-02-13 02:24:23 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:3662.00 total_reward_ma:1373.76 loss:-20.2 fps:128.4 +frame:1.31e+06 wall_t:10206 t:81875 epi:nan +opt_step:245439 lr:0.0003 alpha:0.05579 +2026-02-13 02:25:40 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:3712.50 total_reward_ma:1404.94 loss:-20.13 fps:128.4 +frame:1.32e+06 wall_t:10283 t:82500 epi:nan +opt_step:247314 lr:0.0003 alpha:0.0554 +2026-02-13 02:26:56 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:3629.25 total_reward_ma:1435.36 loss:-19.81 fps:128.4 +frame:1.33e+06 wall_t:10359 t:83125 epi:nan +opt_step:249189 lr:0.0003 alpha:0.05581 +2026-02-13 02:28:13 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:3591.75 total_reward_ma:1465.51 loss:-20.13 fps:128.4 +frame:1.34e+06 wall_t:10435 t:83750 epi:nan +opt_step:251064 lr:0.0003 alpha:0.05689 +2026-02-13 02:29:29 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:3364.25 total_reward_ma:1493.46 loss:-19.93 fps:128.4 +frame:1.35e+06 wall_t:10512 t:84375 epi:nan +opt_step:252939 lr:0.0003 alpha:0.05643 +2026-02-13 02:30:46 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:3218.50 total_reward_ma:1519.75 loss:-19.58 fps:128.4 +frame:1.36e+06 wall_t:10589 t:85000 epi:nan +opt_step:254814 lr:0.0003 alpha:0.05748 +2026-02-13 02:32:02 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:3245.50 total_reward_ma:1546.09 loss:-20.03 fps:128.5 +frame:1.37e+06 wall_t:10665 t:85625 epi:nan +opt_step:256689 lr:0.0003 alpha:0.05481 +2026-02-13 02:33:18 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:3160.50 total_reward_ma:1571.60 loss:-19.89 fps:128.5 +frame:1.38e+06 wall_t:10741 t:86250 epi:nan +opt_step:258564 lr:0.0003 alpha:0.0555 +2026-02-13 02:34:35 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:3230.25 total_reward_ma:1597.80 loss:-19.81 fps:128.5 +frame:1.39e+06 wall_t:10817 t:86875 epi:nan +opt_step:260439 lr:0.0003 alpha:0.05297 +2026-02-13 02:35:51 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:3365.00 total_reward_ma:1625.12 loss:-18.26 fps:128.5 +frame:1.40e+06 wall_t:10894 t:87500 epi:nan +opt_step:262314 lr:0.0003 alpha:0.05275 +2026-02-13 02:37:07 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:3445.75 total_reward_ma:1652.54 loss:-19.45 fps:128.5 +frame:1.41e+06 wall_t:10970 t:88125 epi:nan +opt_step:264189 lr:0.0003 alpha:0.05021 +2026-02-13 02:38:24 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:3532.75 total_reward_ma:1680.69 loss:-19.25 fps:128.6 +frame:1.42e+06 wall_t:11046 t:88750 epi:nan +opt_step:266064 lr:0.0003 alpha:0.04732 +2026-02-13 02:39:40 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:3752.50 total_reward_ma:1710.78 loss:-18.13 fps:128.6 +frame:1.43e+06 wall_t:11123 t:89375 epi:nan +opt_step:267939 lr:0.0003 alpha:0.04612 +2026-02-13 02:40:57 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:3966.25 total_reward_ma:1743.02 loss:-18.97 fps:128.6 +frame:1.44e+06 wall_t:11200 t:90000 epi:nan +opt_step:269814 lr:0.0003 alpha:0.04363 +2026-02-13 02:42:14 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:4083.50 total_reward_ma:1776.32 loss:-18.81 fps:128.6 +frame:1.45e+06 wall_t:11277 t:90625 epi:nan +opt_step:271689 lr:0.0003 alpha:0.04352 +2026-02-13 02:43:31 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:4166.75 total_reward_ma:1810.22 loss:-18.62 fps:128.6 +frame:1.46e+06 wall_t:11354 t:91250 epi:nan +opt_step:273564 lr:0.0003 alpha:0.04215 +2026-02-13 02:44:47 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:4203.50 total_reward_ma:1844.36 loss:-19.12 fps:128.6 +frame:1.47e+06 wall_t:11430 t:91875 epi:nan +opt_step:275439 lr:0.0003 alpha:0.04355 +2026-02-13 02:46:05 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:4296.00 total_reward_ma:1879.35 loss:-18.22 fps:128.6 +frame:1.48e+06 wall_t:11508 t:92500 epi:nan +opt_step:277314 lr:0.0003 alpha:0.04312 +2026-02-13 02:47:20 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:4290.75 total_reward_ma:1914.57 loss:-18.7 fps:128.6 +frame:1.49e+06 wall_t:11583 t:93125 epi:nan +opt_step:279189 lr:0.0003 alpha:0.04338 +2026-02-13 02:48:37 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:4437.50 total_reward_ma:1951.16 loss:-18.28 fps:128.6 +frame:1.50e+06 wall_t:11660 t:93750 epi:nan +opt_step:281064 lr:0.0003 alpha:0.0427 +2026-02-13 02:49:53 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:4459.25 total_reward_ma:1987.94 loss:-19.5 fps:128.7 +frame:1.51e+06 wall_t:11736 t:94375 epi:nan +opt_step:282939 lr:0.0003 alpha:0.04459 +2026-02-13 02:51:09 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:4428.50 total_reward_ma:2024.42 loss:-18.86 fps:128.7 +frame:1.52e+06 wall_t:11812 t:95000 epi:nan +opt_step:284814 lr:0.0003 alpha:0.04393 +2026-02-13 02:52:25 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:4507.50 total_reward_ma:2061.64 loss:-18.37 fps:128.7 +frame:1.53e+06 wall_t:11888 t:95625 epi:nan +opt_step:286689 lr:0.0003 alpha:0.0412 +2026-02-13 02:53:41 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:4468.25 total_reward_ma:2098.44 loss:-20.21 fps:128.7 +frame:1.54e+06 wall_t:11964 t:96250 epi:nan +opt_step:288564 lr:0.0003 alpha:0.04112 +2026-02-13 02:54:58 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:4476.25 total_reward_ma:2135.32 loss:-17.93 fps:128.7 +frame:1.55e+06 wall_t:12041 t:96875 epi:nan +opt_step:290439 lr:0.0003 alpha:0.03866 +2026-02-13 02:56:14 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:4396.25 total_reward_ma:2171.44 loss:-19.79 fps:128.7 +frame:1.56e+06 wall_t:12117 t:97500 epi:nan +opt_step:292314 lr:0.0003 alpha:0.03664 +2026-02-13 02:57:31 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:4402.00 total_reward_ma:2207.73 loss:-18.43 fps:128.8 +frame:1.57e+06 wall_t:12194 t:98125 epi:nan +opt_step:294189 lr:0.0003 alpha:0.03488 +2026-02-13 02:58:47 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:4457.00 total_reward_ma:2244.32 loss:-17.53 fps:128.8 +frame:1.58e+06 wall_t:12270 t:98750 epi:nan +opt_step:296064 lr:0.0003 alpha:0.03348 +2026-02-13 03:00:04 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:4514.00 total_reward_ma:2281.87 loss:-17.87 fps:128.8 +frame:1.59e+06 wall_t:12346 t:99375 epi:nan +opt_step:297939 lr:0.0003 alpha:0.03327 +2026-02-13 03:01:20 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:4437.75 total_reward_ma:2318.88 loss:-17.01 fps:128.8 +frame:1.60e+06 wall_t:12423 t:100000 epi:nan +opt_step:299814 lr:0.0003 alpha:0.0328 +2026-02-13 03:02:36 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:4404.75 total_reward_ma:2355.74 loss:-15.19 fps:128.8 +frame:1.61e+06 wall_t:12499 t:100625 epi:nan +opt_step:301689 lr:0.0003 alpha:0.03098 +2026-02-13 03:03:52 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:4464.00 total_reward_ma:2393.40 loss:-16.48 fps:128.8 +frame:1.62e+06 wall_t:12575 t:101250 epi:nan +opt_step:303564 lr:0.0003 alpha:0.03029 +2026-02-13 03:05:09 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:4443.50 total_reward_ma:2430.80 loss:-17.2 fps:128.8 +frame:1.63e+06 wall_t:12652 t:101875 epi:nan +opt_step:305439 lr:0.0003 alpha:0.03033 +2026-02-13 03:06:26 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:4596.25 total_reward_ma:2470.15 loss:-14.34 fps:128.8 +frame:1.64e+06 wall_t:12729 t:102500 epi:nan +opt_step:307314 lr:0.0003 alpha:0.03072 +2026-02-13 03:07:42 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:4611.00 total_reward_ma:2509.46 loss:-15.56 fps:128.9 +frame:1.65e+06 wall_t:12804 t:103125 epi:nan +opt_step:309189 lr:0.0003 alpha:0.03027 +2026-02-13 03:08:58 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:4710.50 total_reward_ma:2549.83 loss:-17.09 fps:128.9 +frame:1.66e+06 wall_t:12881 t:103750 epi:nan +opt_step:311064 lr:0.0003 alpha:0.02966 +2026-02-13 03:10:14 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:4753.25 total_reward_ma:2590.02 loss:-15.99 fps:128.9 +frame:1.67e+06 wall_t:12957 t:104375 epi:nan +opt_step:312939 lr:0.0003 alpha:0.02948 +2026-02-13 03:11:31 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:4650.00 total_reward_ma:2628.47 loss:-15.68 fps:128.9 +frame:1.68e+06 wall_t:13033 t:105000 epi:nan +opt_step:314814 lr:0.0003 alpha:0.02927 +2026-02-13 03:12:47 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:4711.75 total_reward_ma:2667.22 loss:-14.27 fps:128.9 +frame:1.69e+06 wall_t:13110 t:105625 epi:nan +opt_step:316689 lr:0.0003 alpha:0.0297 +2026-02-13 03:14:05 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:4866.50 total_reward_ma:2706.17 loss:-14.54 fps:128.9 +frame:1.70e+06 wall_t:13188 t:106250 epi:nan +opt_step:318564 lr:0.0003 alpha:0.02995 +2026-02-13 03:15:21 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:5045.00 total_reward_ma:2746.10 loss:-14.36 fps:128.9 +frame:1.71e+06 wall_t:13263 t:106875 epi:nan +opt_step:320439 lr:0.0003 alpha:0.03014 +2026-02-13 03:16:36 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:4991.00 total_reward_ma:2783.59 loss:-14.34 fps:128.9 +frame:1.72e+06 wall_t:13339 t:107500 epi:nan +opt_step:322314 lr:0.0003 alpha:0.03137 +2026-02-13 03:17:52 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:4890.50 total_reward_ma:2819.06 loss:-15.13 fps:129 +frame:1.73e+06 wall_t:13415 t:108125 epi:nan +opt_step:324189 lr:0.0003 alpha:0.03256 +2026-02-13 03:19:08 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:4859.00 total_reward_ma:2854.29 loss:-14.66 fps:129 +frame:1.74e+06 wall_t:13491 t:108750 epi:nan +opt_step:326064 lr:0.0003 alpha:0.03304 +2026-02-13 03:20:25 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:4934.00 total_reward_ma:2890.20 loss:-12.01 fps:129 +frame:1.75e+06 wall_t:13567 t:109375 epi:nan +opt_step:327939 lr:0.0003 alpha:0.03535 +2026-02-13 03:21:40 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:4947.00 total_reward_ma:2925.03 loss:-16.08 fps:129 +frame:1.76e+06 wall_t:13643 t:110000 epi:nan +opt_step:329814 lr:0.0003 alpha:0.03707 +2026-02-13 03:22:56 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:5161.25 total_reward_ma:2960.96 loss:-13.77 fps:129 +frame:1.77e+06 wall_t:13719 t:110625 epi:nan +opt_step:331689 lr:0.0003 alpha:0.03846 +2026-02-13 03:24:13 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:5410.75 total_reward_ma:2999.46 loss:-15.18 fps:129 +frame:1.78e+06 wall_t:13796 t:111250 epi:nan +opt_step:333564 lr:0.0003 alpha:0.04156 +2026-02-13 03:25:29 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:5321.50 total_reward_ma:3036.08 loss:-15.31 fps:129 +frame:1.79e+06 wall_t:13872 t:111875 epi:nan +opt_step:335439 lr:0.0003 alpha:0.04288 +2026-02-13 03:26:46 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:5313.50 total_reward_ma:3071.73 loss:-13.71 fps:129 +frame:1.80e+06 wall_t:13949 t:112500 epi:nan +opt_step:337314 lr:0.0003 alpha:0.04491 +2026-02-13 03:28:04 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:5481.50 total_reward_ma:3108.39 loss:-15.01 fps:129 +frame:1.81e+06 wall_t:14026 t:113125 epi:nan +opt_step:339189 lr:0.0003 alpha:0.04637 +2026-02-13 03:29:23 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:5619.25 total_reward_ma:3144.75 loss:-15.86 fps:129 +frame:1.82e+06 wall_t:14106 t:113750 epi:nan +opt_step:341064 lr:0.0003 alpha:0.04901 +2026-02-13 03:30:42 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:5853.00 total_reward_ma:3181.40 loss:-16.57 fps:129 +frame:1.83e+06 wall_t:14185 t:114375 epi:nan +opt_step:342939 lr:0.0003 alpha:0.05322 +2026-02-13 03:32:02 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:5769.25 total_reward_ma:3216.03 loss:-16.05 fps:129 +frame:1.84e+06 wall_t:14265 t:115000 epi:nan +opt_step:344814 lr:0.0003 alpha:0.05462 +2026-02-13 03:33:22 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:5717.50 total_reward_ma:3249.81 loss:-18.75 fps:129 +frame:1.85e+06 wall_t:14344 t:115625 epi:nan +opt_step:346689 lr:0.0003 alpha:0.05723 +2026-02-13 03:34:40 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:5635.00 total_reward_ma:3282.91 loss:-18.03 fps:129 +frame:1.86e+06 wall_t:14423 t:116250 epi:nan +opt_step:348564 lr:0.0003 alpha:0.05886 +2026-02-13 03:35:56 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:5371.00 total_reward_ma:3312.60 loss:-17.74 fps:129 +frame:1.87e+06 wall_t:14499 t:116875 epi:nan +opt_step:350439 lr:0.0003 alpha:0.0596 +2026-02-13 03:37:13 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:5214.75 total_reward_ma:3340.22 loss:-18.26 fps:129 +frame:1.88e+06 wall_t:14576 t:117500 epi:nan +opt_step:352314 lr:0.0003 alpha:0.06381 +2026-02-13 03:38:30 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:4988.50 total_reward_ma:3365.96 loss:-18.18 fps:129 +frame:1.89e+06 wall_t:14653 t:118125 epi:nan +opt_step:354189 lr:0.0003 alpha:0.06423 +2026-02-13 03:39:47 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:5055.25 total_reward_ma:3393.52 loss:-19.75 fps:129 +frame:1.90e+06 wall_t:14730 t:118750 epi:nan +opt_step:356064 lr:0.0003 alpha:0.0665 +2026-02-13 03:41:04 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:4963.75 total_reward_ma:3421.23 loss:-18.72 fps:129 +frame:1.91e+06 wall_t:14807 t:119375 epi:nan +opt_step:357939 lr:0.0003 alpha:0.0668 +2026-02-13 03:42:21 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:4914.75 total_reward_ma:3450.40 loss:-19.23 fps:129 +frame:1.92e+06 wall_t:14884 t:120000 epi:nan +opt_step:359814 lr:0.0003 alpha:0.06897 +2026-02-13 03:43:38 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:4734.25 total_reward_ma:3478.21 loss:-21.26 fps:129 +frame:1.93e+06 wall_t:14961 t:120625 epi:nan +opt_step:361689 lr:0.0003 alpha:0.0691 +2026-02-13 03:44:55 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:4363.50 total_reward_ma:3503.14 loss:-21.69 fps:129 +frame:1.94e+06 wall_t:15038 t:121250 epi:nan +opt_step:363564 lr:0.0003 alpha:0.06776 +2026-02-13 03:46:13 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:4180.50 total_reward_ma:3529.23 loss:-21.69 fps:129 +frame:1.95e+06 wall_t:15116 t:121875 epi:nan +opt_step:365439 lr:0.0003 alpha:0.06904 +2026-02-13 03:47:29 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:4282.50 total_reward_ma:3557.85 loss:-22.41 fps:129 +frame:1.96e+06 wall_t:15192 t:122500 epi:nan +opt_step:367314 lr:0.0003 alpha:0.06819 +2026-02-13 03:48:45 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:4607.75 total_reward_ma:3591.53 loss:-20.14 fps:129 +frame:1.97e+06 wall_t:15268 t:123125 epi:nan +opt_step:369189 lr:0.0003 alpha:0.06736 +2026-02-13 03:50:02 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:4498.00 total_reward_ma:3625.59 loss:-21.82 fps:129 +frame:1.98e+06 wall_t:15344 t:123750 epi:nan +opt_step:371064 lr:0.0003 alpha:0.0679 +2026-02-13 03:51:17 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:4190.00 total_reward_ma:3657.66 loss:-22.83 fps:129.1 +frame:1.99e+06 wall_t:15420 t:124375 epi:nan +opt_step:372939 lr:0.0003 alpha:0.06838 +2026-02-13 03:52:28 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_qbert_t0_s3 [train] +total_reward:4254.50 total_reward_ma:3691.81 loss:-20.84 fps:129.1 +frame:2.00e+06 wall_t:15490 t:125000 epi:nan +opt_step:374814 lr:0.0003 alpha:0.06849 +2026-02-13 03:52:28 | INFO | PID:1360 | slm_lab.lib.logger:info | Session 3 done diff --git a/data/sac_atari_qbert_2026_02_12_233409/sac_atari_qbert_spec.json b/data/sac_atari_qbert_2026_02_12_233409/sac_atari_qbert_spec.json new file mode 100644 index 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b/data/sac_atari_riverraid_2026_02_12_233410/log/sac_atari_riverraid_t0.log new file mode 100644 index 0000000000000000000000000000000000000000..dbaad0347c82bcb420a1c8b430d21193c887c39c --- /dev/null +++ b/data/sac_atari_riverraid_2026_02_12_233410/log/sac_atari_riverraid_t0.log @@ -0,0 +1,5 @@ +2026-02-13 03:53:49 | INFO | PID:1267 | slm_lab.lib.logger:info | trial_metrics: frame:2.00e+06 | total_reward_ma:5124.90 | strength:2319 | max_strength:4813 | final_strength:4364 | sample_efficiency:7.832e-07 | training_efficiency:4.144e-06 | stability:0.9958 | consistency:0.6033 +2026-02-13 03:53:49 | INFO | PID:1267 | slm_lab.lib.logger:info | Trial 0 done +2026-02-13 03:53:49 | INFO | PID:1267 | slm_lab.cli.main:run_spec | Output: data/sac_atari_riverraid_2026_02_12_233410 +2026-02-13 03:53:49 | INFO | PID:1267 | slm_lab.lib.hf:cleanup_models | Cleanup saved 310.3 MB +2026-02-13 03:53:49 | INFO | PID:1267 | slm_lab.lib.hf:upload | Uploading data/sac_atari_riverraid_2026_02_12_233410 to SLM-Lab/benchmark-dev/data/sac_atari_riverraid_2026_02_12_233410... diff --git a/data/sac_atari_riverraid_2026_02_12_233410/log/sac_atari_riverraid_t0_s0.log b/data/sac_atari_riverraid_2026_02_12_233410/log/sac_atari_riverraid_t0_s0.log new file mode 100644 index 0000000000000000000000000000000000000000..625306e635a781bca3be47f7e4278a0d4f1a0c0f --- /dev/null +++ b/data/sac_atari_riverraid_2026_02_12_233410/log/sac_atari_riverraid_t0_s0.log @@ -0,0 +1,982 @@ +2026-02-12 23:34:15 | INFO | PID:1396 | slm_lab.env:_make_vector_env | AtariVectorEnv: 16 envs, native preprocessing +2026-02-12 23:34:57 | INFO | PID:1396 | slm_lab.lib.perf:log_perf_setup | Performance setup: +Platform: GPU NVIDIA RTX A4500 (compute 8.6) +• GPU cuDNN benchmark: enabled +• GPU memory management: enabled +• GPU TF32 acceleration: enabled +2026-02-12 23:34:57 | INFO | PID:1396 | slm_lab.lib.logger:info | SoftActorCritic: +algorithm_spec: + name: SoftActorCritic + action_pdtype: Categorical + action_policy: default + gamma: 0.99 + training_start_step: 1000 + training_frequency: 4 + training_iter: 3 +name: SoftActorCritic +memory_spec: + name: Replay + batch_size: 256 + max_size: 200000 + use_cer: false +action_pdtype: Categorical +training_iter: 3 +training_start_step: 1000 +policy_delay: 1 +entropy_penalty_coef: 0.0 +gamma: 0.99 +training_frequency: 4 +to_train: 0 +_train_step: 0 +shared: False +net: (device:cuda:0) ConvNet( + (conv_model): Sequential( + (0): Conv2d(4, 32, kernel_size=(8, 8), stride=(4, 4)) + (1): ReLU() + (2): Conv2d(32, 64, kernel_size=(4, 4), stride=(2, 2)) + (3): ReLU() + (4): Conv2d(64, 64, kernel_size=(3, 3), stride=(1, 1)) + (5): ReLU() + ) + (fc_model): Sequential( + (0): Linear(in_features=3136, out_features=512, bias=True) + (1): ReLU() + ) + (tails): Sequential( + (0): Linear(in_features=512, out_features=18, bias=True) + ) + (loss_fn): SmoothL1Loss() +) +optim: AdamW ( +Parameter Group 0 + amsgrad: False + betas: (0.9, 0.999) + capturable: False + decoupled_weight_decay: True + differentiable: False + eps: 0.0001 + foreach: None + fused: None + lr: 0.0003 + maximize: False + weight_decay: 0.01 +) +q1_net: (device:cuda:0) ConvNet( + (conv_model): Sequential( + (0): Conv2d(4, 32, kernel_size=(8, 8), stride=(4, 4)) + (1): ReLU() + (2): Conv2d(32, 64, kernel_size=(4, 4), stride=(2, 2)) + (3): ReLU() + (4): Conv2d(64, 64, kernel_size=(3, 3), stride=(1, 1)) + (5): ReLU() + ) + (fc_model): Sequential( + (0): Linear(in_features=3136, out_features=512, bias=True) + (1): ReLU() + ) + (tails): Sequential( + (0): Linear(in_features=512, out_features=18, bias=True) + ) + (loss_fn): SmoothL1Loss() +) +target_q1_net: (device:cuda:0) ConvNet( + (conv_model): Sequential( + (0): Conv2d(4, 32, kernel_size=(8, 8), stride=(4, 4)) + (1): ReLU() + (2): Conv2d(32, 64, kernel_size=(4, 4), stride=(2, 2)) + (3): ReLU() + (4): Conv2d(64, 64, kernel_size=(3, 3), stride=(1, 1)) + (5): ReLU() + ) + (fc_model): Sequential( + (0): Linear(in_features=3136, out_features=512, bias=True) + (1): ReLU() + ) + (tails): Sequential( + (0): Linear(in_features=512, out_features=18, bias=True) + ) + (loss_fn): SmoothL1Loss() +) +q1_optim: AdamW ( +Parameter Group 0 + amsgrad: False + betas: (0.9, 0.999) + capturable: False + decoupled_weight_decay: True + differentiable: False + eps: 0.0001 + foreach: None + fused: None + lr: 0.0003 + maximize: False + weight_decay: 0.01 +) +q2_net: (device:cuda:0) ConvNet( + (conv_model): Sequential( + (0): Conv2d(4, 32, kernel_size=(8, 8), stride=(4, 4)) + (1): ReLU() + (2): Conv2d(32, 64, kernel_size=(4, 4), stride=(2, 2)) + (3): ReLU() + (4): Conv2d(64, 64, kernel_size=(3, 3), stride=(1, 1)) + (5): ReLU() + ) + (fc_model): Sequential( + (0): Linear(in_features=3136, out_features=512, bias=True) + (1): ReLU() + ) + (tails): Sequential( + (0): Linear(in_features=512, out_features=18, bias=True) + ) + (loss_fn): SmoothL1Loss() +) +target_q2_net: (device:cuda:0) ConvNet( + (conv_model): Sequential( + (0): Conv2d(4, 32, kernel_size=(8, 8), stride=(4, 4)) + (1): ReLU() + (2): Conv2d(32, 64, kernel_size=(4, 4), stride=(2, 2)) + (3): ReLU() + (4): Conv2d(64, 64, kernel_size=(3, 3), stride=(1, 1)) + (5): ReLU() + ) + (fc_model): Sequential( + (0): Linear(in_features=3136, out_features=512, bias=True) + (1): ReLU() + ) + (tails): Sequential( + (0): Linear(in_features=512, out_features=18, bias=True) + ) + (loss_fn): SmoothL1Loss() +) +q2_optim: AdamW ( +Parameter Group 0 + amsgrad: False + betas: (0.9, 0.999) + capturable: False + decoupled_weight_decay: True + differentiable: False + eps: 0.0001 + foreach: None + fused: None + lr: 0.0003 + maximize: False + weight_decay: 0.01 +) +net_names: ['net', 'q1_net', 'target_q1_net', 'q2_net', 'target_q2_net'] +target_entropy: 1.7342230547376987 +log_alpha: tensor([0.], device='cuda:0', requires_grad=True) +alpha: tensor([1.], device='cuda:0') +alpha_optim: AdamW ( +Parameter Group 0 + amsgrad: False + betas: (0.9, 0.999) + capturable: False + decoupled_weight_decay: True + differentiable: False + eps: 0.0001 + foreach: None + fused: None + lr: 0.0003 + maximize: False + weight_decay: 0.01 +) +2026-02-12 23:36:07 | INFO | PID:1396 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_riverraid_t0_s0 [train] +total_reward:1337.50 total_reward_ma:1337.50 loss:-19.23 fps:91.74 +frame:1.00e+04 wall_t:109 t:625 epi:nan +opt_step:1689 lr:0.0003 alpha:0.6312 +2026-02-12 23:37:25 | INFO | PID:1396 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_riverraid_t0_s0 [train] +total_reward:1448.24 total_reward_ma:1392.87 loss:-29.02 fps:107 +frame:2.00e+04 wall_t:187 t:1250 epi:nan +opt_step:3564 lr:0.0003 alpha:0.4039 +2026-02-12 23:38:44 | INFO | PID:1396 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_riverraid_t0_s0 [train] +total_reward:1411.18 total_reward_ma:1398.97 loss:-34.09 fps:113.2 +frame:3.00e+04 wall_t:265 t:1875 epi:nan +opt_step:5439 lr:0.0003 alpha:0.2648 +2026-02-12 23:40:03 | INFO | PID:1396 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_riverraid_t0_s0 [train] +total_reward:1450.83 total_reward_ma:1411.94 loss:-36.32 fps:115.9 +frame:4.00e+04 wall_t:345 t:2500 epi:nan +opt_step:7314 lr:0.0003 alpha:0.1752 +2026-02-12 23:41:22 | INFO | PID:1396 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_riverraid_t0_s0 [train] +total_reward:1470.32 total_reward_ma:1423.61 loss:-36.02 fps:117.9 +frame:5.00e+04 wall_t:424 t:3125 epi:nan +opt_step:9189 lr:0.0003 alpha:0.1165 +2026-02-12 23:42:40 | INFO | PID:1396 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_riverraid_t0_s0 [train] +total_reward:1492.34 total_reward_ma:1435.07 loss:-35.41 fps:119.5 +frame:6.00e+04 wall_t:502 t:3750 epi:nan +opt_step:11064 lr:0.0003 alpha:0.07799 +2026-02-12 23:43:59 | INFO | PID:1396 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_riverraid_t0_s0 [train] +total_reward:1492.44 total_reward_ma:1443.26 loss:-34 fps:120.5 +frame:7.00e+04 wall_t:581 t:4375 epi:nan +opt_step:12939 lr:0.0003 alpha:0.0527 +2026-02-12 23:45:19 | INFO | PID:1396 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_riverraid_t0_s0 [train] +total_reward:1515.60 total_reward_ma:1452.31 loss:-31.97 fps:121 +frame:8.00e+04 wall_t:661 t:5000 epi:nan +opt_step:14814 lr:0.0003 alpha:0.03608 +2026-02-12 23:46:37 | INFO | PID:1396 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_riverraid_t0_s0 [train] +total_reward:1522.30 total_reward_ma:1460.08 loss:-29.13 fps:121.8 +frame:9.00e+04 wall_t:739 t:5625 epi:nan +opt_step:16689 lr:0.0003 alpha:0.03623 +2026-02-12 23:47:56 | INFO | PID:1396 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_riverraid_t0_s0 [train] +total_reward:1524.90 total_reward_ma:1466.56 loss:-25.54 fps:122.2 +frame:1.00e+05 wall_t:818 t:6250 epi:nan +opt_step:18564 lr:0.0003 alpha:0.07928 +2026-02-12 23:49:15 | INFO | PID:1396 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_riverraid_t0_s0 [train] +total_reward:1457.50 total_reward_ma:1465.74 loss:-24.15 fps:122.6 +frame:1.10e+05 wall_t:897 t:6875 epi:nan +opt_step:20439 lr:0.0003 alpha:0.1709 +2026-02-12 23:50:33 | INFO | PID:1396 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_riverraid_t0_s0 [train] +total_reward:1410.70 total_reward_ma:1461.15 loss:-25.05 fps:123.1 +frame:1.20e+05 wall_t:975 t:7500 epi:nan +opt_step:22314 lr:0.0003 alpha:0.1577 +2026-02-12 23:51:52 | INFO | PID:1396 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_riverraid_t0_s0 [train] +total_reward:1369.70 total_reward_ma:1454.12 loss:-25.63 fps:123.3 +frame:1.30e+05 wall_t:1054 t:8125 epi:nan +opt_step:24189 lr:0.0003 alpha:0.104 +2026-02-12 23:53:10 | INFO | PID:1396 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_riverraid_t0_s0 [train] +total_reward:1390.00 total_reward_ma:1449.54 loss:-24.95 fps:123.7 +frame:1.40e+05 wall_t:1132 t:8750 epi:nan +opt_step:26064 lr:0.0003 alpha:0.06999 +2026-02-12 23:54:29 | INFO | PID:1396 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_riverraid_t0_s0 [train] +total_reward:1380.00 total_reward_ma:1444.90 loss:-24.48 fps:123.9 +frame:1.50e+05 wall_t:1211 t:9375 epi:nan +opt_step:27939 lr:0.0003 alpha:0.04836 +2026-02-12 23:55:48 | INFO | PID:1396 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_riverraid_t0_s0 [train] +total_reward:1404.20 total_reward_ma:1442.36 loss:-24.06 fps:124 +frame:1.60e+05 wall_t:1290 t:10000 epi:nan +opt_step:29814 lr:0.0003 alpha:0.0357 +2026-02-12 23:57:07 | INFO | PID:1396 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_riverraid_t0_s0 [train] +total_reward:1388.50 total_reward_ma:1439.19 loss:-21.91 fps:124.3 +frame:1.70e+05 wall_t:1368 t:10625 epi:nan +opt_step:31689 lr:0.0003 alpha:0.02821 +2026-02-12 23:58:25 | INFO | PID:1396 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_riverraid_t0_s0 [train] +total_reward:1418.70 total_reward_ma:1438.05 loss:-19.74 fps:124.4 +frame:1.80e+05 wall_t:1447 t:11250 epi:nan +opt_step:33564 lr:0.0003 alpha:0.02341 +2026-02-12 23:59:44 | INFO | PID:1396 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_riverraid_t0_s0 [train] +total_reward:1443.90 total_reward_ma:1438.36 loss:-19.23 fps:124.5 +frame:1.90e+05 wall_t:1526 t:11875 epi:nan +opt_step:35439 lr:0.0003 alpha:0.01894 +2026-02-13 00:01:03 | INFO | PID:1396 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_riverraid_t0_s0 [train] +total_reward:1451.80 total_reward_ma:1439.03 loss:-17.79 fps:124.6 +frame:2.00e+05 wall_t:1605 t:12500 epi:nan +opt_step:37314 lr:0.0003 alpha:0.01646 +2026-02-13 00:02:22 | INFO | PID:1396 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_riverraid_t0_s0 [train] +total_reward:1444.30 total_reward_ma:1439.28 loss:-16.42 fps:124.7 +frame:2.10e+05 wall_t:1684 t:13125 epi:nan +opt_step:39189 lr:0.0003 alpha:0.01604 +2026-02-13 00:03:40 | INFO | PID:1396 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_riverraid_t0_s0 [train] +total_reward:1394.50 total_reward_ma:1437.25 loss:-15.96 fps:124.9 +frame:2.20e+05 wall_t:1762 t:13750 epi:nan +opt_step:41064 lr:0.0003 alpha:0.01758 +2026-02-13 00:04:58 | INFO | PID:1396 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_riverraid_t0_s0 [train] +total_reward:1297.50 total_reward_ma:1431.17 loss:-15.92 fps:125 +frame:2.30e+05 wall_t:1840 t:14375 epi:nan +opt_step:42939 lr:0.0003 alpha:0.01932 +2026-02-13 00:06:16 | INFO | PID:1396 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_riverraid_t0_s0 [train] +total_reward:1342.60 total_reward_ma:1427.48 loss:-15.44 fps:125.1 +frame:2.40e+05 wall_t:1918 t:15000 epi:nan +opt_step:44814 lr:0.0003 alpha:0.02391 +2026-02-13 00:07:36 | INFO | PID:1396 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_riverraid_t0_s0 [train] +total_reward:1369.50 total_reward_ma:1425.16 loss:-14.23 fps:125.1 +frame:2.50e+05 wall_t:1998 t:15625 epi:nan +opt_step:46689 lr:0.0003 alpha:0.02238 +2026-02-13 00:08:55 | INFO | PID:1396 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_riverraid_t0_s0 [train] +total_reward:1384.60 total_reward_ma:1423.60 loss:-14.18 fps:125.2 +frame:2.60e+05 wall_t:2077 t:16250 epi:nan +opt_step:48564 lr:0.0003 alpha:0.02155 +2026-02-13 00:10:13 | INFO | PID:1396 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_riverraid_t0_s0 [train] +total_reward:1426.70 total_reward_ma:1423.72 loss:-14.59 fps:125.3 +frame:2.70e+05 wall_t:2155 t:16875 epi:nan +opt_step:50439 lr:0.0003 alpha:0.02039 +2026-02-13 00:11:32 | INFO | PID:1396 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_riverraid_t0_s0 [train] +total_reward:1467.90 total_reward_ma:1425.29 loss:-13.36 fps:125.3 +frame:2.80e+05 wall_t:2234 t:17500 epi:nan +opt_step:52314 lr:0.0003 alpha:0.02118 +2026-02-13 00:12:50 | INFO | PID:1396 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_riverraid_t0_s0 [train] +total_reward:1588.40 total_reward_ma:1430.92 loss:-12.59 fps:125.5 +frame:2.90e+05 wall_t:2311 t:18125 epi:nan +opt_step:54189 lr:0.0003 alpha:0.02025 +2026-02-13 00:14:09 | INFO | PID:1396 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_riverraid_t0_s0 [train] +total_reward:1788.70 total_reward_ma:1442.84 loss:-12.42 fps:125.5 +frame:3.00e+05 wall_t:2391 t:18750 epi:nan +opt_step:56064 lr:0.0003 alpha:0.02032 +2026-02-13 00:15:28 | INFO | PID:1396 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_riverraid_t0_s0 [train] +total_reward:1872.10 total_reward_ma:1456.69 loss:-12.02 fps:125.5 +frame:3.10e+05 wall_t:2470 t:19375 epi:nan +opt_step:57939 lr:0.0003 alpha:0.02048 +2026-02-13 00:16:46 | INFO | PID:1396 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_riverraid_t0_s0 [train] +total_reward:1932.20 total_reward_ma:1471.55 loss:-12.14 fps:125.6 +frame:3.20e+05 wall_t:2548 t:20000 epi:nan +opt_step:59814 lr:0.0003 alpha:0.01885 +2026-02-13 00:18:04 | INFO | PID:1396 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_riverraid_t0_s0 [train] +total_reward:2026.80 total_reward_ma:1488.38 loss:-11.75 fps:125.7 +frame:3.30e+05 wall_t:2626 t:20625 epi:nan +opt_step:61689 lr:0.0003 alpha:0.01948 +2026-02-13 00:19:23 | INFO | PID:1396 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_riverraid_t0_s0 [train] +total_reward:2135.80 total_reward_ma:1507.42 loss:-11.76 fps:125.7 +frame:3.40e+05 wall_t:2705 t:21250 epi:nan +opt_step:63564 lr:0.0003 alpha:0.01914 +2026-02-13 00:20:41 | INFO | PID:1396 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_riverraid_t0_s0 [train] +total_reward:2193.20 total_reward_ma:1527.01 loss:-11.41 fps:125.8 +frame:3.50e+05 wall_t:2783 t:21875 epi:nan +opt_step:65439 lr:0.0003 alpha:0.01934 +2026-02-13 00:21:59 | INFO | PID:1396 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_riverraid_t0_s0 [train] +total_reward:2190.80 total_reward_ma:1545.45 loss:-11.32 fps:125.8 +frame:3.60e+05 wall_t:2861 t:22500 epi:nan +opt_step:67314 lr:0.0003 alpha:0.02017 +2026-02-13 00:23:18 | INFO | PID:1396 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_riverraid_t0_s0 [train] +total_reward:2178.30 total_reward_ma:1562.56 loss:-11.48 fps:125.9 +frame:3.70e+05 wall_t:2940 t:23125 epi:nan +opt_step:69189 lr:0.0003 alpha:0.01985 +2026-02-13 00:24:36 | INFO | PID:1396 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_riverraid_t0_s0 [train] +total_reward:2159.30 total_reward_ma:1578.26 loss:-11.03 fps:125.9 +frame:3.80e+05 wall_t:3018 t:23750 epi:nan +opt_step:71064 lr:0.0003 alpha:0.01944 +2026-02-13 00:25:55 | INFO | PID:1396 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_riverraid_t0_s0 [train] +total_reward:2208.60 total_reward_ma:1594.42 loss:-10.1 fps:125.9 +frame:3.90e+05 wall_t:3097 t:24375 epi:nan +opt_step:72939 lr:0.0003 alpha:0.02009 +2026-02-13 00:27:14 | INFO | PID:1396 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_riverraid_t0_s0 [train] +total_reward:2225.60 total_reward_ma:1610.20 loss:-10.33 fps:125.9 +frame:4.00e+05 wall_t:3176 t:25000 epi:nan +opt_step:74814 lr:0.0003 alpha:0.0188 +2026-02-13 00:28:33 | INFO | PID:1396 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_riverraid_t0_s0 [train] +total_reward:2271.70 total_reward_ma:1626.34 loss:-9.993 fps:126 +frame:4.10e+05 wall_t:3255 t:25625 epi:nan +opt_step:76689 lr:0.0003 alpha:0.01914 +2026-02-13 00:29:51 | INFO | PID:1396 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_riverraid_t0_s0 [train] +total_reward:2291.20 total_reward_ma:1642.17 loss:-10.04 fps:126 +frame:4.20e+05 wall_t:3333 t:26250 epi:nan +opt_step:78564 lr:0.0003 alpha:0.01899 +2026-02-13 00:31:09 | INFO | PID:1396 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_riverraid_t0_s0 [train] +total_reward:2305.30 total_reward_ma:1657.59 loss:-9.718 fps:126.1 +frame:4.30e+05 wall_t:3411 t:26875 epi:nan +opt_step:80439 lr:0.0003 alpha:0.01793 +2026-02-13 00:32:28 | INFO | PID:1396 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_riverraid_t0_s0 [train] +total_reward:2327.60 total_reward_ma:1672.81 loss:-9.17 fps:126.1 +frame:4.40e+05 wall_t:3490 t:27500 epi:nan +opt_step:82314 lr:0.0003 alpha:0.01697 +2026-02-13 00:33:45 | INFO | PID:1396 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_riverraid_t0_s0 [train] +total_reward:2368.20 total_reward_ma:1688.27 loss:-9.667 fps:126.2 +frame:4.50e+05 wall_t:3567 t:28125 epi:nan +opt_step:84189 lr:0.0003 alpha:0.01695 +2026-02-13 00:35:04 | INFO | PID:1396 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_riverraid_t0_s0 [train] +total_reward:2364.40 total_reward_ma:1702.97 loss:-9 fps:126.2 +frame:4.60e+05 wall_t:3646 t:28750 epi:nan +opt_step:86064 lr:0.0003 alpha:0.01643 +2026-02-13 00:36:22 | INFO | PID:1396 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_riverraid_t0_s0 [train] +total_reward:2370.50 total_reward_ma:1717.17 loss:-8.876 fps:126.2 +frame:4.70e+05 wall_t:3724 t:29375 epi:nan +opt_step:87939 lr:0.0003 alpha:0.01496 +2026-02-13 00:37:41 | INFO | PID:1396 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_riverraid_t0_s0 [train] +total_reward:2371.80 total_reward_ma:1730.81 loss:-8.474 fps:126.2 +frame:4.80e+05 wall_t:3803 t:30000 epi:nan +opt_step:89814 lr:0.0003 alpha:0.01488 +2026-02-13 00:38:59 | INFO | PID:1396 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_riverraid_t0_s0 [train] +total_reward:2382.50 total_reward_ma:1744.11 loss:-8.009 fps:126.3 +frame:4.90e+05 wall_t:3881 t:30625 epi:nan +opt_step:91689 lr:0.0003 alpha:0.01391 +2026-02-13 00:40:17 | INFO | PID:1396 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_riverraid_t0_s0 [train] +total_reward:2368.90 total_reward_ma:1756.60 loss:-7.184 fps:126.3 +frame:5.00e+05 wall_t:3959 t:31250 epi:nan +opt_step:93564 lr:0.0003 alpha:0.01376 +2026-02-13 00:41:36 | INFO | PID:1396 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_riverraid_t0_s0 [train] +total_reward:2362.90 total_reward_ma:1768.49 loss:-7.829 fps:126.3 +frame:5.10e+05 wall_t:4037 t:31875 epi:nan +opt_step:95439 lr:0.0003 alpha:0.01333 +2026-02-13 00:42:54 | INFO | PID:1396 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_riverraid_t0_s0 [train] +total_reward:2369.30 total_reward_ma:1780.05 loss:-7.439 fps:126.3 +frame:5.20e+05 wall_t:4116 t:32500 epi:nan +opt_step:97314 lr:0.0003 alpha:0.01301 +2026-02-13 00:44:12 | INFO | PID:1396 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_riverraid_t0_s0 [train] +total_reward:2360.70 total_reward_ma:1791.00 loss:-7.179 fps:126.4 +frame:5.30e+05 wall_t:4194 t:33125 epi:nan +opt_step:99189 lr:0.0003 alpha:0.01244 +2026-02-13 00:45:30 | INFO | PID:1396 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_riverraid_t0_s0 [train] +total_reward:2366.50 total_reward_ma:1801.66 loss:-7.056 fps:126.4 +frame:5.40e+05 wall_t:4272 t:33750 epi:nan +opt_step:101064 lr:0.0003 alpha:0.0124 +2026-02-13 00:46:48 | INFO | PID:1396 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_riverraid_t0_s0 [train] +total_reward:2353.10 total_reward_ma:1811.68 loss:-6.91 fps:126.4 +frame:5.50e+05 wall_t:4350 t:34375 epi:nan +opt_step:102939 lr:0.0003 alpha:0.01258 +2026-02-13 00:48:06 | INFO | PID:1396 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_riverraid_t0_s0 [train] +total_reward:2352.10 total_reward_ma:1821.33 loss:-6.582 fps:126.5 +frame:5.60e+05 wall_t:4428 t:35000 epi:nan +opt_step:104814 lr:0.0003 alpha:0.0118 +2026-02-13 00:49:24 | INFO | PID:1396 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_riverraid_t0_s0 [train] +total_reward:2342.50 total_reward_ma:1830.48 loss:-6.461 fps:126.5 +frame:5.70e+05 wall_t:4506 t:35625 epi:nan +opt_step:106689 lr:0.0003 alpha:0.01204 +2026-02-13 00:50:42 | INFO | PID:1396 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_riverraid_t0_s0 [train] +total_reward:2346.20 total_reward_ma:1839.37 loss:-6.609 fps:126.5 +frame:5.80e+05 wall_t:4584 t:36250 epi:nan +opt_step:108564 lr:0.0003 alpha:0.0119 +2026-02-13 00:52:00 | INFO | PID:1396 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_riverraid_t0_s0 [train] +total_reward:2354.30 total_reward_ma:1848.10 loss:-5.903 fps:126.6 +frame:5.90e+05 wall_t:4662 t:36875 epi:nan +opt_step:110439 lr:0.0003 alpha:0.01166 +2026-02-13 00:53:19 | INFO | PID:1396 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_riverraid_t0_s0 [train] +total_reward:2360.00 total_reward_ma:1856.63 loss:-6.481 fps:126.6 +frame:6.00e+05 wall_t:4741 t:37500 epi:nan +opt_step:112314 lr:0.0003 alpha:0.01158 +2026-02-13 00:54:37 | INFO | PID:1396 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_riverraid_t0_s0 [train] +total_reward:2365.10 total_reward_ma:1864.96 loss:-5.806 fps:126.6 +frame:6.10e+05 wall_t:4819 t:38125 epi:nan +opt_step:114189 lr:0.0003 alpha:0.01161 +2026-02-13 00:55:56 | INFO | PID:1396 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_riverraid_t0_s0 [train] +total_reward:2375.50 total_reward_ma:1873.20 loss:-6.028 fps:126.6 +frame:6.20e+05 wall_t:4898 t:38750 epi:nan +opt_step:116064 lr:0.0003 alpha:0.01188 +2026-02-13 00:57:15 | INFO | PID:1396 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_riverraid_t0_s0 [train] +total_reward:2391.40 total_reward_ma:1881.42 loss:-5.739 fps:126.6 +frame:6.30e+05 wall_t:4977 t:39375 epi:nan +opt_step:117939 lr:0.0003 alpha:0.01184 +2026-02-13 00:58:33 | INFO | PID:1396 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_riverraid_t0_s0 [train] +total_reward:2372.90 total_reward_ma:1889.10 loss:-5.996 fps:126.6 +frame:6.40e+05 wall_t:5055 t:40000 epi:nan +opt_step:119814 lr:0.0003 alpha:0.01172 +2026-02-13 00:59:50 | INFO | PID:1396 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_riverraid_t0_s0 [train] +total_reward:2383.00 total_reward_ma:1896.70 loss:-5.901 fps:126.7 +frame:6.50e+05 wall_t:5132 t:40625 epi:nan +opt_step:121689 lr:0.0003 alpha:0.0119 +2026-02-13 01:01:09 | INFO | PID:1396 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_riverraid_t0_s0 [train] +total_reward:2385.70 total_reward_ma:1904.11 loss:-5.898 fps:126.7 +frame:6.60e+05 wall_t:5211 t:41250 epi:nan +opt_step:123564 lr:0.0003 alpha:0.01147 +2026-02-13 01:02:27 | INFO | PID:1396 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_riverraid_t0_s0 [train] +total_reward:2408.60 total_reward_ma:1911.64 loss:-5.612 fps:126.7 +frame:6.70e+05 wall_t:5289 t:41875 epi:nan +opt_step:125439 lr:0.0003 alpha:0.01168 +2026-02-13 01:03:45 | INFO | PID:1396 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_riverraid_t0_s0 [train] +total_reward:2423.00 total_reward_ma:1919.16 loss:-5.522 fps:126.7 +frame:6.80e+05 wall_t:5367 t:42500 epi:nan +opt_step:127314 lr:0.0003 alpha:0.01178 +2026-02-13 01:05:03 | INFO | PID:1396 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_riverraid_t0_s0 [train] +total_reward:2431.20 total_reward_ma:1926.58 loss:-5.4 fps:126.7 +frame:6.90e+05 wall_t:5445 t:43125 epi:nan +opt_step:129189 lr:0.0003 alpha:0.0118 +2026-02-13 01:06:21 | INFO | PID:1396 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_riverraid_t0_s0 [train] +total_reward:2434.60 total_reward_ma:1933.84 loss:-5.64 fps:126.7 +frame:7.00e+05 wall_t:5523 t:43750 epi:nan +opt_step:131064 lr:0.0003 alpha:0.01128 +2026-02-13 01:07:39 | INFO | PID:1396 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_riverraid_t0_s0 [train] +total_reward:2432.90 total_reward_ma:1940.87 loss:-5.148 fps:126.8 +frame:7.10e+05 wall_t:5601 t:44375 epi:nan +opt_step:132939 lr:0.0003 alpha:0.01151 +2026-02-13 01:08:57 | INFO | PID:1396 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_riverraid_t0_s0 [train] +total_reward:2433.00 total_reward_ma:1947.70 loss:-6.098 fps:126.8 +frame:7.20e+05 wall_t:5679 t:45000 epi:nan +opt_step:134814 lr:0.0003 alpha:0.01199 +2026-02-13 01:10:15 | INFO | PID:1396 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_riverraid_t0_s0 [train] +total_reward:2444.40 total_reward_ma:1954.51 loss:-5.48 fps:126.8 +frame:7.30e+05 wall_t:5757 t:45625 epi:nan +opt_step:136689 lr:0.0003 alpha:0.01167 +2026-02-13 01:11:34 | INFO | PID:1396 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_riverraid_t0_s0 [train] +total_reward:2444.10 total_reward_ma:1961.12 loss:-5.021 fps:126.8 +frame:7.40e+05 wall_t:5836 t:46250 epi:nan +opt_step:138564 lr:0.0003 alpha:0.012 +2026-02-13 01:12:52 | INFO | PID:1396 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_riverraid_t0_s0 [train] +total_reward:2460.90 total_reward_ma:1967.79 loss:-5.124 fps:126.8 +frame:7.50e+05 wall_t:5914 t:46875 epi:nan +opt_step:140439 lr:0.0003 alpha:0.01186 +2026-02-13 01:14:10 | INFO | PID:1396 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_riverraid_t0_s0 [train] +total_reward:2462.40 total_reward_ma:1974.30 loss:-5.099 fps:126.8 +frame:7.60e+05 wall_t:5992 t:47500 epi:nan +opt_step:142314 lr:0.0003 alpha:0.01186 +2026-02-13 01:15:28 | INFO | PID:1396 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_riverraid_t0_s0 [train] +total_reward:2466.60 total_reward_ma:1980.69 loss:-5.402 fps:126.9 +frame:7.70e+05 wall_t:6070 t:48125 epi:nan +opt_step:144189 lr:0.0003 alpha:0.01197 +2026-02-13 01:16:47 | INFO | PID:1396 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_riverraid_t0_s0 [train] +total_reward:2475.60 total_reward_ma:1987.03 loss:-5.267 fps:126.9 +frame:7.80e+05 wall_t:6148 t:48750 epi:nan +opt_step:146064 lr:0.0003 alpha:0.012 +2026-02-13 01:18:05 | INFO | PID:1396 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_riverraid_t0_s0 [train] +total_reward:2495.40 total_reward_ma:1993.47 loss:-5.63 fps:126.9 +frame:7.90e+05 wall_t:6227 t:49375 epi:nan +opt_step:147939 lr:0.0003 alpha:0.01221 +2026-02-13 01:19:24 | INFO | PID:1396 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_riverraid_t0_s0 [train] +total_reward:2499.30 total_reward_ma:1999.79 loss:-5.069 fps:126.9 +frame:8.00e+05 wall_t:6306 t:50000 epi:nan +opt_step:149814 lr:0.0003 alpha:0.012 +2026-02-13 01:20:41 | INFO | PID:1396 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_riverraid_t0_s0 [train] +total_reward:2515.60 total_reward_ma:2006.16 loss:-5.034 fps:126.9 +frame:8.10e+05 wall_t:6383 t:50625 epi:nan +opt_step:151689 lr:0.0003 alpha:0.01238 +2026-02-13 01:22:00 | INFO | PID:1396 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_riverraid_t0_s0 [train] +total_reward:2526.90 total_reward_ma:2012.51 loss:-5.235 fps:126.9 +frame:8.20e+05 wall_t:6461 t:51250 epi:nan +opt_step:153564 lr:0.0003 alpha:0.01264 +2026-02-13 01:23:17 | INFO | PID:1396 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_riverraid_t0_s0 [train] +total_reward:2544.00 total_reward_ma:2018.91 loss:-5.681 fps:126.9 +frame:8.30e+05 wall_t:6539 t:51875 epi:nan +opt_step:155439 lr:0.0003 alpha:0.01235 +2026-02-13 01:24:36 | INFO | PID:1396 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_riverraid_t0_s0 [train] +total_reward:2525.80 total_reward_ma:2024.95 loss:-5.443 fps:126.9 +frame:8.40e+05 wall_t:6618 t:52500 epi:nan +opt_step:157314 lr:0.0003 alpha:0.01264 +2026-02-13 01:25:54 | INFO | PID:1396 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_riverraid_t0_s0 [train] +total_reward:2519.10 total_reward_ma:2030.76 loss:-5.4 fps:126.9 +frame:8.50e+05 wall_t:6696 t:53125 epi:nan +opt_step:159189 lr:0.0003 alpha:0.01263 +2026-02-13 01:27:13 | INFO | PID:1396 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_riverraid_t0_s0 [train] +total_reward:2529.60 total_reward_ma:2036.56 loss:-5.531 fps:127 +frame:8.60e+05 wall_t:6774 t:53750 epi:nan +opt_step:161064 lr:0.0003 alpha:0.01276 +2026-02-13 01:28:31 | INFO | PID:1396 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_riverraid_t0_s0 [train] +total_reward:2537.80 total_reward_ma:2042.32 loss:-5.583 fps:127 +frame:8.70e+05 wall_t:6853 t:54375 epi:nan +opt_step:162939 lr:0.0003 alpha:0.01287 +2026-02-13 01:29:49 | INFO | PID:1396 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_riverraid_t0_s0 [train] +total_reward:2537.60 total_reward_ma:2047.95 loss:-5.43 fps:127 +frame:8.80e+05 wall_t:6931 t:55000 epi:nan +opt_step:164814 lr:0.0003 alpha:0.0131 +2026-02-13 01:31:07 | INFO | PID:1396 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_riverraid_t0_s0 [train] +total_reward:2544.90 total_reward_ma:2053.54 loss:-5.499 fps:127 +frame:8.90e+05 wall_t:7009 t:55625 epi:nan +opt_step:166689 lr:0.0003 alpha:0.01304 +2026-02-13 01:32:25 | INFO | PID:1396 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_riverraid_t0_s0 [train] +total_reward:2538.50 total_reward_ma:2058.92 loss:-5.808 fps:127 +frame:9.00e+05 wall_t:7087 t:56250 epi:nan +opt_step:168564 lr:0.0003 alpha:0.01319 +2026-02-13 01:33:43 | INFO | PID:1396 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_riverraid_t0_s0 [train] +total_reward:2560.60 total_reward_ma:2064.44 loss:-5.327 fps:127 +frame:9.10e+05 wall_t:7165 t:56875 epi:nan +opt_step:170439 lr:0.0003 alpha:0.01331 +2026-02-13 01:35:02 | INFO | PID:1396 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_riverraid_t0_s0 [train] +total_reward:2574.60 total_reward_ma:2069.98 loss:-5.812 fps:127 +frame:9.20e+05 wall_t:7244 t:57500 epi:nan +opt_step:172314 lr:0.0003 alpha:0.01365 +2026-02-13 01:36:20 | INFO | PID:1396 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_riverraid_t0_s0 [train] +total_reward:2602.20 total_reward_ma:2075.70 loss:-5.717 fps:127 +frame:9.30e+05 wall_t:7322 t:58125 epi:nan +opt_step:174189 lr:0.0003 alpha:0.01354 +2026-02-13 01:37:38 | INFO | PID:1396 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_riverraid_t0_s0 [train] +total_reward:2623.30 total_reward_ma:2081.53 loss:-5.434 fps:127 +frame:9.40e+05 wall_t:7400 t:58750 epi:nan +opt_step:176064 lr:0.0003 alpha:0.01386 +2026-02-13 01:38:56 | INFO | PID:1396 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_riverraid_t0_s0 [train] +total_reward:2626.30 total_reward_ma:2087.26 loss:-5.919 fps:127 +frame:9.50e+05 wall_t:7478 t:59375 epi:nan +opt_step:177939 lr:0.0003 alpha:0.01377 +2026-02-13 01:40:14 | INFO | PID:1396 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_riverraid_t0_s0 [train] +total_reward:2636.20 total_reward_ma:2092.98 loss:-5.643 fps:127.1 +frame:9.60e+05 wall_t:7556 t:60000 epi:nan +opt_step:179814 lr:0.0003 alpha:0.01375 +2026-02-13 01:41:32 | INFO | PID:1396 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_riverraid_t0_s0 [train] +total_reward:2641.40 total_reward_ma:2098.64 loss:-6.065 fps:127.1 +frame:9.70e+05 wall_t:7634 t:60625 epi:nan +opt_step:181689 lr:0.0003 alpha:0.01399 +2026-02-13 01:42:51 | INFO | PID:1396 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_riverraid_t0_s0 [train] +total_reward:2666.90 total_reward_ma:2104.44 loss:-5.862 fps:127.1 +frame:9.80e+05 wall_t:7713 t:61250 epi:nan +opt_step:183564 lr:0.0003 alpha:0.01434 +2026-02-13 01:44:09 | INFO | PID:1396 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_riverraid_t0_s0 [train] +total_reward:2720.30 total_reward_ma:2110.66 loss:-5.458 fps:127.1 +frame:9.90e+05 wall_t:7791 t:61875 epi:nan +opt_step:185439 lr:0.0003 alpha:0.0145 +2026-02-13 01:45:27 | INFO | PID:1396 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_riverraid_t0_s0 [train] +total_reward:2780.60 total_reward_ma:2117.36 loss:-6.417 fps:127.1 +frame:1.00e+06 wall_t:7869 t:62500 epi:nan +opt_step:187314 lr:0.0003 alpha:0.0144 +2026-02-13 01:46:45 | INFO | PID:1396 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_riverraid_t0_s0 [train] +total_reward:2814.10 total_reward_ma:2132.12 loss:-6.294 fps:127.1 +frame:1.01e+06 wall_t:7947 t:63125 epi:nan +opt_step:189189 lr:0.0003 alpha:0.01476 +2026-02-13 01:48:03 | INFO | PID:1396 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_riverraid_t0_s0 [train] +total_reward:2836.30 total_reward_ma:2146.00 loss:-6.069 fps:127.1 +frame:1.02e+06 wall_t:8025 t:63750 epi:nan +opt_step:191064 lr:0.0003 alpha:0.01538 +2026-02-13 01:49:21 | INFO | PID:1396 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_riverraid_t0_s0 [train] +total_reward:2855.50 total_reward_ma:2160.45 loss:-6.05 fps:127.1 +frame:1.03e+06 wall_t:8103 t:64375 epi:nan +opt_step:192939 lr:0.0003 alpha:0.01533 +2026-02-13 01:50:39 | INFO | PID:1396 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_riverraid_t0_s0 [train] +total_reward:2877.30 total_reward_ma:2174.71 loss:-6.285 fps:127.1 +frame:1.04e+06 wall_t:8181 t:65000 epi:nan +opt_step:194814 lr:0.0003 alpha:0.01574 +2026-02-13 01:51:58 | INFO | PID:1396 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_riverraid_t0_s0 [train] +total_reward:2898.40 total_reward_ma:2188.99 loss:-6.587 fps:127.1 +frame:1.05e+06 wall_t:8259 t:65625 epi:nan +opt_step:196689 lr:0.0003 alpha:0.01616 +2026-02-13 01:53:15 | INFO | PID:1396 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_riverraid_t0_s0 [train] +total_reward:2907.20 total_reward_ma:2203.14 loss:-6.473 fps:127.1 +frame:1.06e+06 wall_t:8337 t:66250 epi:nan +opt_step:198564 lr:0.0003 alpha:0.01717 +2026-02-13 01:54:33 | INFO | PID:1396 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_riverraid_t0_s0 [train] +total_reward:2901.50 total_reward_ma:2217.23 loss:-6.42 fps:127.2 +frame:1.07e+06 wall_t:8415 t:66875 epi:nan +opt_step:200439 lr:0.0003 alpha:0.01792 +2026-02-13 01:55:51 | INFO | PID:1396 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_riverraid_t0_s0 [train] +total_reward:2877.90 total_reward_ma:2230.85 loss:-7.139 fps:127.2 +frame:1.08e+06 wall_t:8492 t:67500 epi:nan +opt_step:202314 lr:0.0003 alpha:0.01818 +2026-02-13 01:57:08 | INFO | PID:1396 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_riverraid_t0_s0 [train] +total_reward:2850.60 total_reward_ma:2244.14 loss:-7.026 fps:127.2 +frame:1.09e+06 wall_t:8570 t:68125 epi:nan +opt_step:204189 lr:0.0003 alpha:0.01837 +2026-02-13 01:58:25 | INFO | PID:1396 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_riverraid_t0_s0 [train] +total_reward:2839.40 total_reward_ma:2257.28 loss:-6.834 fps:127.2 +frame:1.10e+06 wall_t:8647 t:68750 epi:nan +opt_step:206064 lr:0.0003 alpha:0.01881 +2026-02-13 01:59:42 | INFO | PID:1396 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_riverraid_t0_s0 [train] +total_reward:2888.40 total_reward_ma:2271.59 loss:-6.975 fps:127.2 +frame:1.11e+06 wall_t:8724 t:69375 epi:nan +opt_step:207939 lr:0.0003 alpha:0.0195 +2026-02-13 02:01:00 | INFO | PID:1396 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_riverraid_t0_s0 [train] +total_reward:2975.30 total_reward_ma:2287.24 loss:-7.223 fps:127.3 +frame:1.12e+06 wall_t:8801 t:70000 epi:nan +opt_step:209814 lr:0.0003 alpha:0.01979 +2026-02-13 02:02:16 | INFO | PID:1396 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_riverraid_t0_s0 [train] +total_reward:2989.70 total_reward_ma:2303.44 loss:-7.495 fps:127.3 +frame:1.13e+06 wall_t:8878 t:70625 epi:nan +opt_step:211689 lr:0.0003 alpha:0.02018 +2026-02-13 02:03:33 | INFO | PID:1396 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_riverraid_t0_s0 [train] +total_reward:3053.60 total_reward_ma:2320.07 loss:-7.759 fps:127.3 +frame:1.14e+06 wall_t:8955 t:71250 epi:nan +opt_step:213564 lr:0.0003 alpha:0.02115 +2026-02-13 02:04:51 | INFO | PID:1396 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_riverraid_t0_s0 [train] +total_reward:3120.60 total_reward_ma:2337.48 loss:-7.859 fps:127.3 +frame:1.15e+06 wall_t:9033 t:71875 epi:nan +opt_step:215439 lr:0.0003 alpha:0.02161 +2026-02-13 02:06:08 | INFO | PID:1396 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_riverraid_t0_s0 [train] +total_reward:3218.80 total_reward_ma:2355.62 loss:-8.056 fps:127.3 +frame:1.16e+06 wall_t:9110 t:72500 epi:nan +opt_step:217314 lr:0.0003 alpha:0.0228 +2026-02-13 02:07:25 | INFO | PID:1396 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_riverraid_t0_s0 [train] +total_reward:3310.70 total_reward_ma:2374.85 loss:-7.753 fps:127.4 +frame:1.17e+06 wall_t:9187 t:73125 epi:nan +opt_step:219189 lr:0.0003 alpha:0.02405 +2026-02-13 02:08:42 | INFO | PID:1396 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_riverraid_t0_s0 [train] +total_reward:3353.10 total_reward_ma:2394.19 loss:-8.063 fps:127.4 +frame:1.18e+06 wall_t:9264 t:73750 epi:nan +opt_step:221064 lr:0.0003 alpha:0.02473 +2026-02-13 02:09:59 | INFO | PID:1396 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_riverraid_t0_s0 [train] +total_reward:3436.90 total_reward_ma:2414.12 loss:-8.699 fps:127.4 +frame:1.19e+06 wall_t:9341 t:74375 epi:nan +opt_step:222939 lr:0.0003 alpha:0.02569 +2026-02-13 02:11:17 | INFO | PID:1396 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_riverraid_t0_s0 [train] +total_reward:3482.40 total_reward_ma:2434.43 loss:-8.273 fps:127.4 +frame:1.20e+06 wall_t:9419 t:75000 epi:nan +opt_step:224814 lr:0.0003 alpha:0.02571 +2026-02-13 02:12:35 | INFO | PID:1396 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_riverraid_t0_s0 [train] +total_reward:3548.50 total_reward_ma:2455.47 loss:-9.225 fps:127.4 +frame:1.21e+06 wall_t:9497 t:75625 epi:nan +opt_step:226689 lr:0.0003 alpha:0.02646 +2026-02-13 02:13:52 | INFO | PID:1396 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_riverraid_t0_s0 [train] +total_reward:3617.50 total_reward_ma:2477.70 loss:-9.026 fps:127.4 +frame:1.22e+06 wall_t:9574 t:76250 epi:nan +opt_step:228564 lr:0.0003 alpha:0.0271 +2026-02-13 02:15:09 | INFO | PID:1396 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_riverraid_t0_s0 [train] +total_reward:3690.10 total_reward_ma:2501.62 loss:-9.514 fps:127.4 +frame:1.23e+06 wall_t:9651 t:76875 epi:nan +opt_step:230439 lr:0.0003 alpha:0.02837 +2026-02-13 02:16:27 | INFO | PID:1396 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_riverraid_t0_s0 [train] +total_reward:3668.90 total_reward_ma:2524.89 loss:-9.77 fps:127.5 +frame:1.24e+06 wall_t:9729 t:77500 epi:nan +opt_step:232314 lr:0.0003 alpha:0.02901 +2026-02-13 02:17:44 | INFO | PID:1396 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_riverraid_t0_s0 [train] +total_reward:3663.80 total_reward_ma:2547.83 loss:-10 fps:127.5 +frame:1.25e+06 wall_t:9805 t:78125 epi:nan +opt_step:234189 lr:0.0003 alpha:0.02928 +2026-02-13 02:19:01 | INFO | PID:1396 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_riverraid_t0_s0 [train] +total_reward:3752.30 total_reward_ma:2571.51 loss:-10.29 fps:127.5 +frame:1.26e+06 wall_t:9883 t:78750 epi:nan +opt_step:236064 lr:0.0003 alpha:0.03015 +2026-02-13 02:20:18 | INFO | PID:1396 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_riverraid_t0_s0 [train] +total_reward:3773.70 total_reward_ma:2594.98 loss:-9.989 fps:127.5 +frame:1.27e+06 wall_t:9960 t:79375 epi:nan +opt_step:237939 lr:0.0003 alpha:0.03029 +2026-02-13 02:21:35 | INFO | PID:1396 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_riverraid_t0_s0 [train] +total_reward:3938.70 total_reward_ma:2619.69 loss:-11.66 fps:127.5 +frame:1.28e+06 wall_t:10037 t:80000 epi:nan +opt_step:239814 lr:0.0003 alpha:0.03093 +2026-02-13 02:22:52 | INFO | PID:1396 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_riverraid_t0_s0 [train] +total_reward:3952.70 total_reward_ma:2643.33 loss:-11.07 fps:127.5 +frame:1.29e+06 wall_t:10114 t:80625 epi:nan +opt_step:241689 lr:0.0003 alpha:0.03063 +2026-02-13 02:24:09 | INFO | PID:1396 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_riverraid_t0_s0 [train] +total_reward:4067.20 total_reward_ma:2666.11 loss:-11.53 fps:127.6 +frame:1.30e+06 wall_t:10191 t:81250 epi:nan +opt_step:243564 lr:0.0003 alpha:0.03121 +2026-02-13 02:25:26 | INFO | PID:1396 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_riverraid_t0_s0 [train] +total_reward:4114.10 total_reward_ma:2688.53 loss:-11.95 fps:127.6 +frame:1.31e+06 wall_t:10268 t:81875 epi:nan +opt_step:245439 lr:0.0003 alpha:0.03163 +2026-02-13 02:26:44 | INFO | PID:1396 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_riverraid_t0_s0 [train] +total_reward:4190.10 total_reward_ma:2711.11 loss:-11.51 fps:127.6 +frame:1.32e+06 wall_t:10346 t:82500 epi:nan +opt_step:247314 lr:0.0003 alpha:0.03162 +2026-02-13 02:28:01 | INFO | PID:1396 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_riverraid_t0_s0 [train] +total_reward:4193.00 total_reward_ma:2732.77 loss:-12.53 fps:127.6 +frame:1.33e+06 wall_t:10422 t:83125 epi:nan +opt_step:249189 lr:0.0003 alpha:0.03275 +2026-02-13 02:29:17 | INFO | PID:1396 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_riverraid_t0_s0 [train] +total_reward:4283.10 total_reward_ma:2754.25 loss:-12.88 fps:127.6 +frame:1.34e+06 wall_t:10499 t:83750 epi:nan +opt_step:251064 lr:0.0003 alpha:0.03336 +2026-02-13 02:30:34 | INFO | PID:1396 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_riverraid_t0_s0 [train] +total_reward:4381.50 total_reward_ma:2776.13 loss:-12.9 fps:127.6 +frame:1.35e+06 wall_t:10576 t:84375 epi:nan +opt_step:252939 lr:0.0003 alpha:0.03378 +2026-02-13 02:31:51 | INFO | PID:1396 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_riverraid_t0_s0 [train] +total_reward:4511.30 total_reward_ma:2799.34 loss:-13.44 fps:127.7 +frame:1.36e+06 wall_t:10653 t:85000 epi:nan +opt_step:254814 lr:0.0003 alpha:0.03371 +2026-02-13 02:33:08 | INFO | PID:1396 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_riverraid_t0_s0 [train] +total_reward:4550.30 total_reward_ma:2823.06 loss:-12.9 fps:127.7 +frame:1.37e+06 wall_t:10730 t:85625 epi:nan +opt_step:256689 lr:0.0003 alpha:0.03412 +2026-02-13 02:34:25 | INFO | PID:1396 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_riverraid_t0_s0 [train] +total_reward:4634.20 total_reward_ma:2847.80 loss:-12.89 fps:127.7 +frame:1.38e+06 wall_t:10807 t:86250 epi:nan +opt_step:258564 lr:0.0003 alpha:0.03363 +2026-02-13 02:35:42 | INFO | PID:1396 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_riverraid_t0_s0 [train] +total_reward:4662.60 total_reward_ma:2872.34 loss:-12.95 fps:127.7 +frame:1.39e+06 wall_t:10884 t:86875 epi:nan +opt_step:260439 lr:0.0003 alpha:0.03427 +2026-02-13 02:36:59 | INFO | PID:1396 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_riverraid_t0_s0 [train] +total_reward:4734.70 total_reward_ma:2897.43 loss:-13.61 fps:127.7 +frame:1.40e+06 wall_t:10961 t:87500 epi:nan +opt_step:262314 lr:0.0003 alpha:0.03403 +2026-02-13 02:38:17 | INFO | PID:1396 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_riverraid_t0_s0 [train] +total_reward:4815.70 total_reward_ma:2922.87 loss:-13.61 fps:127.7 +frame:1.41e+06 wall_t:11039 t:88125 epi:nan +opt_step:264189 lr:0.0003 alpha:0.03432 +2026-02-13 02:39:34 | INFO | PID:1396 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_riverraid_t0_s0 [train] +total_reward:4874.30 total_reward_ma:2948.71 loss:-13.41 fps:127.7 +frame:1.42e+06 wall_t:11116 t:88750 epi:nan +opt_step:266064 lr:0.0003 alpha:0.03392 +2026-02-13 02:40:52 | INFO | PID:1396 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_riverraid_t0_s0 [train] +total_reward:4901.00 total_reward_ma:2974.66 loss:-13.47 fps:127.8 +frame:1.43e+06 wall_t:11193 t:89375 epi:nan +opt_step:267939 lr:0.0003 alpha:0.03403 +2026-02-13 02:42:09 | INFO | PID:1396 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_riverraid_t0_s0 [train] +total_reward:4988.30 total_reward_ma:3001.27 loss:-14.13 fps:127.8 +frame:1.44e+06 wall_t:11271 t:90000 epi:nan +opt_step:269814 lr:0.0003 alpha:0.0339 +2026-02-13 02:43:26 | INFO | PID:1396 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_riverraid_t0_s0 [train] +total_reward:5068.10 total_reward_ma:3028.27 loss:-14.15 fps:127.8 +frame:1.45e+06 wall_t:11348 t:90625 epi:nan +opt_step:271689 lr:0.0003 alpha:0.03367 +2026-02-13 02:44:43 | INFO | PID:1396 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_riverraid_t0_s0 [train] +total_reward:5124.40 total_reward_ma:3055.87 loss:-14.34 fps:127.8 +frame:1.46e+06 wall_t:11425 t:91250 epi:nan +opt_step:273564 lr:0.0003 alpha:0.03373 +2026-02-13 02:46:01 | INFO | PID:1396 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_riverraid_t0_s0 [train] +total_reward:5164.20 total_reward_ma:3083.81 loss:-14.23 fps:127.8 +frame:1.47e+06 wall_t:11502 t:91875 epi:nan +opt_step:275439 lr:0.0003 alpha:0.03289 +2026-02-13 02:47:18 | INFO | PID:1396 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_riverraid_t0_s0 [train] +total_reward:5120.30 total_reward_ma:3111.29 loss:-14.48 fps:127.8 +frame:1.48e+06 wall_t:11579 t:92500 epi:nan +opt_step:277314 lr:0.0003 alpha:0.03418 +2026-02-13 02:48:35 | INFO | PID:1396 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_riverraid_t0_s0 [train] +total_reward:5256.90 total_reward_ma:3140.04 loss:-14.69 fps:127.8 +frame:1.49e+06 wall_t:11657 t:93125 epi:nan +opt_step:279189 lr:0.0003 alpha:0.03337 +2026-02-13 02:49:52 | INFO | PID:1396 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_riverraid_t0_s0 [train] +total_reward:5245.40 total_reward_ma:3168.80 loss:-14.58 fps:127.8 +frame:1.50e+06 wall_t:11734 t:93750 epi:nan +opt_step:281064 lr:0.0003 alpha:0.03334 +2026-02-13 02:51:08 | INFO | PID:1396 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_riverraid_t0_s0 [train] +total_reward:5290.90 total_reward_ma:3198.08 loss:-14.14 fps:127.9 +frame:1.51e+06 wall_t:11810 t:94375 epi:nan +opt_step:282939 lr:0.0003 alpha:0.03354 +2026-02-13 02:52:25 | INFO | PID:1396 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_riverraid_t0_s0 [train] +total_reward:5282.40 total_reward_ma:3227.21 loss:-14.66 fps:127.9 +frame:1.52e+06 wall_t:11887 t:95000 epi:nan +opt_step:284814 lr:0.0003 alpha:0.03288 +2026-02-13 02:53:42 | INFO | PID:1396 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_riverraid_t0_s0 [train] +total_reward:5261.70 total_reward_ma:3256.22 loss:-14.12 fps:127.9 +frame:1.53e+06 wall_t:11964 t:95625 epi:nan +opt_step:286689 lr:0.0003 alpha:0.03279 +2026-02-13 02:54:59 | INFO | PID:1396 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_riverraid_t0_s0 [train] +total_reward:5264.50 total_reward_ma:3285.20 loss:-14.7 fps:127.9 +frame:1.54e+06 wall_t:12041 t:96250 epi:nan +opt_step:288564 lr:0.0003 alpha:0.03344 +2026-02-13 02:56:15 | INFO | PID:1396 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_riverraid_t0_s0 [train] +total_reward:5327.30 total_reward_ma:3314.94 loss:-14.52 fps:127.9 +frame:1.55e+06 wall_t:12117 t:96875 epi:nan +opt_step:290439 lr:0.0003 alpha:0.03352 +2026-02-13 02:57:33 | INFO | PID:1396 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_riverraid_t0_s0 [train] +total_reward:5311.40 total_reward_ma:3344.54 loss:-14.82 fps:127.9 +frame:1.56e+06 wall_t:12195 t:97500 epi:nan +opt_step:292314 lr:0.0003 alpha:0.03376 +2026-02-13 02:58:50 | INFO | PID:1396 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_riverraid_t0_s0 [train] +total_reward:5384.70 total_reward_ma:3374.96 loss:-14.6 fps:127.9 +frame:1.57e+06 wall_t:12272 t:98125 epi:nan +opt_step:294189 lr:0.0003 alpha:0.03252 +2026-02-13 03:00:08 | INFO | PID:1396 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_riverraid_t0_s0 [train] +total_reward:5444.30 total_reward_ma:3405.94 loss:-14.82 fps:127.9 +frame:1.58e+06 wall_t:12350 t:98750 epi:nan +opt_step:296064 lr:0.0003 alpha:0.03314 +2026-02-13 03:01:24 | INFO | PID:1396 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_riverraid_t0_s0 [train] +total_reward:5491.80 total_reward_ma:3437.31 loss:-15.29 fps:128 +frame:1.59e+06 wall_t:12426 t:99375 epi:nan +opt_step:297939 lr:0.0003 alpha:0.03344 +2026-02-13 03:02:42 | INFO | PID:1396 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_riverraid_t0_s0 [train] +total_reward:5509.60 total_reward_ma:3468.81 loss:-14.65 fps:128 +frame:1.60e+06 wall_t:12503 t:100000 epi:nan +opt_step:299814 lr:0.0003 alpha:0.03252 +2026-02-13 03:03:58 | INFO | PID:1396 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_riverraid_t0_s0 [train] +total_reward:5555.30 total_reward_ma:3500.71 loss:-14.81 fps:128 +frame:1.61e+06 wall_t:12580 t:100625 epi:nan +opt_step:301689 lr:0.0003 alpha:0.03248 +2026-02-13 03:05:16 | INFO | PID:1396 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_riverraid_t0_s0 [train] +total_reward:5522.70 total_reward_ma:3532.18 loss:-14.6 fps:128 +frame:1.62e+06 wall_t:12658 t:101250 epi:nan +opt_step:303564 lr:0.0003 alpha:0.03264 +2026-02-13 03:06:33 | INFO | PID:1396 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_riverraid_t0_s0 [train] +total_reward:5560.30 total_reward_ma:3563.87 loss:-14.76 fps:128 +frame:1.63e+06 wall_t:12735 t:101875 epi:nan +opt_step:305439 lr:0.0003 alpha:0.03216 +2026-02-13 03:07:50 | INFO | PID:1396 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_riverraid_t0_s0 [train] +total_reward:5537.70 total_reward_ma:3595.52 loss:-14.76 fps:128 +frame:1.64e+06 wall_t:12812 t:102500 epi:nan +opt_step:307314 lr:0.0003 alpha:0.03204 +2026-02-13 03:09:07 | INFO | PID:1396 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_riverraid_t0_s0 [train] +total_reward:5663.00 total_reward_ma:3628.32 loss:-14.58 fps:128 +frame:1.65e+06 wall_t:12889 t:103125 epi:nan +opt_step:309189 lr:0.0003 alpha:0.03194 +2026-02-13 03:10:25 | INFO | PID:1396 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_riverraid_t0_s0 [train] +total_reward:5638.10 total_reward_ma:3660.84 loss:-15.09 fps:128 +frame:1.66e+06 wall_t:12967 t:103750 epi:nan +opt_step:311064 lr:0.0003 alpha:0.03242 +2026-02-13 03:11:42 | INFO | PID:1396 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_riverraid_t0_s0 [train] +total_reward:5661.00 total_reward_ma:3693.37 loss:-14.13 fps:128 +frame:1.67e+06 wall_t:13043 t:104375 epi:nan +opt_step:312939 lr:0.0003 alpha:0.03138 +2026-02-13 03:12:59 | INFO | PID:1396 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_riverraid_t0_s0 [train] +total_reward:5627.30 total_reward_ma:3725.41 loss:-14.41 fps:128 +frame:1.68e+06 wall_t:13121 t:105000 epi:nan +opt_step:314814 lr:0.0003 alpha:0.03124 +2026-02-13 03:14:17 | INFO | PID:1396 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_riverraid_t0_s0 [train] +total_reward:5660.30 total_reward_ma:3757.70 loss:-15 fps:128 +frame:1.69e+06 wall_t:13198 t:105625 epi:nan +opt_step:316689 lr:0.0003 alpha:0.03133 +2026-02-13 03:15:34 | INFO | PID:1396 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_riverraid_t0_s0 [train] +total_reward:5575.60 total_reward_ma:3789.11 loss:-14.65 fps:128.1 +frame:1.70e+06 wall_t:13276 t:106250 epi:nan +opt_step:318564 lr:0.0003 alpha:0.03127 +2026-02-13 03:16:51 | INFO | PID:1396 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_riverraid_t0_s0 [train] +total_reward:5620.50 total_reward_ma:3820.99 loss:-14.27 fps:128.1 +frame:1.71e+06 wall_t:13353 t:106875 epi:nan +opt_step:320439 lr:0.0003 alpha:0.0309 +2026-02-13 03:18:08 | INFO | PID:1396 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_riverraid_t0_s0 [train] +total_reward:5704.60 total_reward_ma:3853.71 loss:-14.56 fps:128.1 +frame:1.72e+06 wall_t:13430 t:107500 epi:nan +opt_step:322314 lr:0.0003 alpha:0.03101 +2026-02-13 03:19:25 | INFO | PID:1396 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_riverraid_t0_s0 [train] +total_reward:5734.10 total_reward_ma:3886.60 loss:-14.43 fps:128.1 +frame:1.73e+06 wall_t:13507 t:108125 epi:nan +opt_step:324189 lr:0.0003 alpha:0.03147 +2026-02-13 03:20:42 | INFO | PID:1396 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_riverraid_t0_s0 [train] +total_reward:5799.30 total_reward_ma:3920.15 loss:-13.89 fps:128.1 +frame:1.74e+06 wall_t:13584 t:108750 epi:nan +opt_step:326064 lr:0.0003 alpha:0.03151 +2026-02-13 03:21:58 | INFO | PID:1396 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_riverraid_t0_s0 [train] +total_reward:5878.20 total_reward_ma:3954.33 loss:-14.54 fps:128.1 +frame:1.75e+06 wall_t:13660 t:109375 epi:nan +opt_step:327939 lr:0.0003 alpha:0.03157 +2026-02-13 03:23:15 | INFO | PID:1396 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_riverraid_t0_s0 [train] +total_reward:5823.70 total_reward_ma:3987.94 loss:-14.54 fps:128.1 +frame:1.76e+06 wall_t:13737 t:110000 epi:nan +opt_step:329814 lr:0.0003 alpha:0.03149 +2026-02-13 03:24:32 | INFO | PID:1396 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_riverraid_t0_s0 [train] +total_reward:5775.80 total_reward_ma:4021.03 loss:-14.62 fps:128.1 +frame:1.77e+06 wall_t:13814 t:110625 epi:nan +opt_step:331689 lr:0.0003 alpha:0.03076 +2026-02-13 03:25:50 | INFO | PID:1396 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_riverraid_t0_s0 [train] +total_reward:5756.80 total_reward_ma:4053.84 loss:-14.54 fps:128.1 +frame:1.78e+06 wall_t:13892 t:111250 epi:nan +opt_step:333564 lr:0.0003 alpha:0.03116 +2026-02-13 03:27:08 | INFO | PID:1396 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_riverraid_t0_s0 [train] +total_reward:5734.30 total_reward_ma:4086.23 loss:-14.14 fps:128.1 +frame:1.79e+06 wall_t:13969 t:111875 epi:nan +opt_step:335439 lr:0.0003 alpha:0.03088 +2026-02-13 03:28:25 | INFO | PID:1396 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_riverraid_t0_s0 [train] +total_reward:5772.90 total_reward_ma:4118.97 loss:-14.33 fps:128.1 +frame:1.80e+06 wall_t:14047 t:112500 epi:nan +opt_step:337314 lr:0.0003 alpha:0.03128 +2026-02-13 03:29:42 | INFO | PID:1396 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_riverraid_t0_s0 [train] +total_reward:5837.40 total_reward_ma:4152.19 loss:-14.26 fps:128.2 +frame:1.81e+06 wall_t:14124 t:113125 epi:nan +opt_step:339189 lr:0.0003 alpha:0.03155 +2026-02-13 03:30:59 | INFO | PID:1396 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_riverraid_t0_s0 [train] +total_reward:5876.00 total_reward_ma:4185.68 loss:-14.2 fps:128.2 +frame:1.82e+06 wall_t:14201 t:113750 epi:nan +opt_step:341064 lr:0.0003 alpha:0.03139 +2026-02-13 03:32:16 | INFO | PID:1396 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_riverraid_t0_s0 [train] +total_reward:5947.90 total_reward_ma:4219.72 loss:-14.34 fps:128.2 +frame:1.83e+06 wall_t:14278 t:114375 epi:nan +opt_step:342939 lr:0.0003 alpha:0.03112 +2026-02-13 03:33:34 | INFO | PID:1396 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_riverraid_t0_s0 [train] +total_reward:5850.90 total_reward_ma:4252.97 loss:-14.74 fps:128.2 +frame:1.84e+06 wall_t:14356 t:115000 epi:nan +opt_step:344814 lr:0.0003 alpha:0.03111 +2026-02-13 03:34:51 | INFO | PID:1396 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_riverraid_t0_s0 [train] +total_reward:5867.50 total_reward_ma:4286.45 loss:-14.78 fps:128.2 +frame:1.85e+06 wall_t:14433 t:115625 epi:nan +opt_step:346689 lr:0.0003 alpha:0.03173 +2026-02-13 03:36:08 | INFO | PID:1396 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_riverraid_t0_s0 [train] +total_reward:5848.40 total_reward_ma:4319.64 loss:-14.54 fps:128.2 +frame:1.86e+06 wall_t:14510 t:116250 epi:nan +opt_step:348564 lr:0.0003 alpha:0.03082 +2026-02-13 03:37:25 | INFO | PID:1396 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_riverraid_t0_s0 [train] +total_reward:5811.20 total_reward_ma:4352.37 loss:-14.33 fps:128.2 +frame:1.87e+06 wall_t:14587 t:116875 epi:nan +opt_step:350439 lr:0.0003 alpha:0.03121 +2026-02-13 03:38:42 | INFO | PID:1396 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_riverraid_t0_s0 [train] +total_reward:5873.50 total_reward_ma:4385.73 loss:-14.89 fps:128.2 +frame:1.88e+06 wall_t:14664 t:117500 epi:nan +opt_step:352314 lr:0.0003 alpha:0.03085 +2026-02-13 03:39:59 | INFO | PID:1396 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_riverraid_t0_s0 [train] +total_reward:6009.20 total_reward_ma:4420.38 loss:-14.26 fps:128.2 +frame:1.89e+06 wall_t:14741 t:118125 epi:nan +opt_step:354189 lr:0.0003 alpha:0.03054 +2026-02-13 03:41:16 | INFO | PID:1396 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_riverraid_t0_s0 [train] +total_reward:6077.10 total_reward_ma:4455.76 loss:-14.18 fps:128.2 +frame:1.90e+06 wall_t:14818 t:118750 epi:nan +opt_step:356064 lr:0.0003 alpha:0.03035 +2026-02-13 03:42:33 | INFO | PID:1396 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_riverraid_t0_s0 [train] +total_reward:6003.80 total_reward_ma:4490.19 loss:-13.91 fps:128.2 +frame:1.91e+06 wall_t:14895 t:119375 epi:nan +opt_step:357939 lr:0.0003 alpha:0.03056 +2026-02-13 03:43:51 | INFO | PID:1396 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_riverraid_t0_s0 [train] +total_reward:5947.00 total_reward_ma:4523.92 loss:-14.72 fps:128.2 +frame:1.92e+06 wall_t:14973 t:120000 epi:nan +opt_step:359814 lr:0.0003 alpha:0.03098 +2026-02-13 03:45:09 | INFO | PID:1396 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_riverraid_t0_s0 [train] +total_reward:5940.30 total_reward_ma:4557.30 loss:-13.98 fps:128.2 +frame:1.93e+06 wall_t:15050 t:120625 epi:nan +opt_step:361689 lr:0.0003 alpha:0.03089 +2026-02-13 03:46:25 | INFO | PID:1396 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_riverraid_t0_s0 [train] +total_reward:5986.30 total_reward_ma:4590.93 loss:-13.94 fps:128.2 +frame:1.94e+06 wall_t:15127 t:121250 epi:nan +opt_step:363564 lr:0.0003 alpha:0.03054 +2026-02-13 03:47:42 | INFO | PID:1396 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_riverraid_t0_s0 [train] +total_reward:5941.90 total_reward_ma:4624.09 loss:-13.94 fps:128.3 +frame:1.95e+06 wall_t:15204 t:121875 epi:nan +opt_step:365439 lr:0.0003 alpha:0.03122 +2026-02-13 03:48:59 | INFO | PID:1396 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_riverraid_t0_s0 [train] +total_reward:6004.50 total_reward_ma:4657.77 loss:-14.08 fps:128.3 +frame:1.96e+06 wall_t:15281 t:122500 epi:nan +opt_step:367314 lr:0.0003 alpha:0.03074 +2026-02-13 03:50:17 | INFO | PID:1396 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_riverraid_t0_s0 [train] +total_reward:5920.30 total_reward_ma:4690.56 loss:-13.82 fps:128.3 +frame:1.97e+06 wall_t:15359 t:123125 epi:nan +opt_step:369189 lr:0.0003 alpha:0.03092 +2026-02-13 03:51:34 | INFO | PID:1396 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_riverraid_t0_s0 [train] +total_reward:5850.60 total_reward_ma:4722.39 loss:-13.76 fps:128.3 +frame:1.98e+06 wall_t:15436 t:123750 epi:nan +opt_step:371064 lr:0.0003 alpha:0.03102 +2026-02-13 03:52:51 | INFO | PID:1396 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_riverraid_t0_s0 [train] +total_reward:5861.10 total_reward_ma:4753.80 loss:-14.31 fps:128.3 +frame:1.99e+06 wall_t:15513 t:124375 epi:nan +opt_step:372939 lr:0.0003 alpha:0.03106 +2026-02-13 03:53:44 | INFO | PID:1396 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_riverraid_t0_s0 [train] +total_reward:5941.00 total_reward_ma:4785.41 loss:-13.91 fps:128.5 +frame:2.00e+06 wall_t:15566 t:125000 epi:nan +opt_step:374814 lr:0.0003 alpha:0.03134 +2026-02-13 03:53:45 | INFO | PID:1396 | slm_lab.lib.logger:info | Session 0 done diff --git a/data/sac_atari_riverraid_2026_02_12_233410/log/sac_atari_riverraid_t0_s1.log b/data/sac_atari_riverraid_2026_02_12_233410/log/sac_atari_riverraid_t0_s1.log new file mode 100644 index 0000000000000000000000000000000000000000..002f526cfc3dca0e96aace1b6ea2c15e0cf51116 --- /dev/null +++ b/data/sac_atari_riverraid_2026_02_12_233410/log/sac_atari_riverraid_t0_s1.log @@ -0,0 +1,802 @@ +2026-02-12 23:34:15 | INFO | PID:1397 | slm_lab.env:_make_vector_env | AtariVectorEnv: 16 envs, native preprocessing +2026-02-12 23:36:07 | INFO | PID:1397 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_riverraid_t0_s1 [train] +total_reward:1088.57 total_reward_ma:1088.57 loss:-18.65 fps:91.74 +frame:1.00e+04 wall_t:109 t:625 epi:nan +opt_step:1689 lr:0.0003 alpha:0.6311 +2026-02-12 23:37:25 | INFO | PID:1397 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_riverraid_t0_s1 [train] +total_reward:1334.50 total_reward_ma:1211.54 loss:-29.37 fps:107 +frame:2.00e+04 wall_t:187 t:1250 epi:nan +opt_step:3564 lr:0.0003 alpha:0.4037 +2026-02-12 23:38:44 | INFO | PID:1397 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_riverraid_t0_s1 [train] +total_reward:1323.78 total_reward_ma:1248.95 loss:-33.35 fps:113.2 +frame:3.00e+04 wall_t:265 t:1875 epi:nan +opt_step:5439 lr:0.0003 alpha:0.2647 +2026-02-12 23:40:03 | INFO | PID:1397 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_riverraid_t0_s1 [train] +total_reward:1379.80 total_reward_ma:1281.66 loss:-36.38 fps:115.9 +frame:4.00e+04 wall_t:345 t:2500 epi:nan +opt_step:7314 lr:0.0003 alpha:0.1751 +2026-02-12 23:41:21 | INFO | PID:1397 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_riverraid_t0_s1 [train] +total_reward:1398.75 total_reward_ma:1305.08 loss:-36.25 fps:118.2 +frame:5.00e+04 wall_t:423 t:3125 epi:nan +opt_step:9189 lr:0.0003 alpha:0.1165 +2026-02-12 23:42:40 | INFO | PID:1397 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_riverraid_t0_s1 [train] +total_reward:1408.02 total_reward_ma:1322.24 loss:-35.96 fps:119.5 +frame:6.00e+04 wall_t:502 t:3750 epi:nan +opt_step:11064 lr:0.0003 alpha:0.07787 +2026-02-12 23:43:58 | INFO | PID:1397 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_riverraid_t0_s1 [train] +total_reward:1425.89 total_reward_ma:1337.05 loss:-33.81 fps:120.7 +frame:7.00e+04 wall_t:580 t:4375 epi:nan +opt_step:12939 lr:0.0003 alpha:0.05242 +2026-02-12 23:45:17 | INFO | PID:1397 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_riverraid_t0_s1 [train] +total_reward:1485.00 total_reward_ma:1355.54 loss:-32.31 fps:121.4 +frame:8.00e+04 wall_t:659 t:5000 epi:nan +opt_step:14814 lr:0.0003 alpha:0.03598 +2026-02-12 23:46:35 | INFO | PID:1397 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_riverraid_t0_s1 [train] +total_reward:1471.70 total_reward_ma:1368.45 loss:-28.71 fps:122.1 +frame:9.00e+04 wall_t:737 t:5625 epi:nan +opt_step:16689 lr:0.0003 alpha:0.02591 +2026-02-12 23:47:54 | INFO | PID:1397 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_riverraid_t0_s1 [train] +total_reward:1516.80 total_reward_ma:1383.28 loss:-27.17 fps:122.5 +frame:1.00e+05 wall_t:816 t:6250 epi:nan +opt_step:18564 lr:0.0003 alpha:0.02053 +2026-02-12 23:49:13 | INFO | PID:1397 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_riverraid_t0_s1 [train] +total_reward:1507.30 total_reward_ma:1394.56 loss:-24.61 fps:122.9 +frame:1.10e+05 wall_t:895 t:6875 epi:nan +opt_step:20439 lr:0.0003 alpha:0.01774 +2026-02-12 23:50:31 | INFO | PID:1397 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_riverraid_t0_s1 [train] +total_reward:1526.50 total_reward_ma:1405.55 loss:-22.27 fps:123.3 +frame:1.20e+05 wall_t:973 t:7500 epi:nan +opt_step:22314 lr:0.0003 alpha:0.01852 +2026-02-12 23:51:49 | INFO | PID:1397 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_riverraid_t0_s1 [train] +total_reward:1524.20 total_reward_ma:1414.68 loss:-20.03 fps:123.7 +frame:1.30e+05 wall_t:1051 t:8125 epi:nan +opt_step:24189 lr:0.0003 alpha:0.01857 +2026-02-12 23:53:07 | INFO | PID:1397 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_riverraid_t0_s1 [train] +total_reward:1458.00 total_reward_ma:1417.77 loss:-20.6 fps:124 +frame:1.40e+05 wall_t:1129 t:8750 epi:nan +opt_step:26064 lr:0.0003 alpha:0.01775 +2026-02-12 23:54:26 | INFO | PID:1397 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_riverraid_t0_s1 [train] +total_reward:1395.40 total_reward_ma:1416.28 loss:-18.31 fps:124.3 +frame:1.50e+05 wall_t:1207 t:9375 epi:nan +opt_step:27939 lr:0.0003 alpha:0.01693 +2026-02-12 23:55:45 | INFO | PID:1397 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_riverraid_t0_s1 [train] +total_reward:1355.40 total_reward_ma:1412.48 loss:-18.16 fps:124.4 +frame:1.60e+05 wall_t:1286 t:10000 epi:nan +opt_step:29814 lr:0.0003 alpha:0.01544 +2026-02-12 23:57:04 | INFO | PID:1397 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_riverraid_t0_s1 [train] +total_reward:1356.60 total_reward_ma:1409.19 loss:-16.46 fps:124.5 +frame:1.70e+05 wall_t:1366 t:10625 epi:nan +opt_step:31689 lr:0.0003 alpha:0.01594 +2026-02-12 23:58:22 | INFO | PID:1397 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_riverraid_t0_s1 [train] +total_reward:1376.90 total_reward_ma:1407.40 loss:-15.44 fps:124.7 +frame:1.80e+05 wall_t:1443 t:11250 epi:nan +opt_step:33564 lr:0.0003 alpha:0.01727 +2026-02-12 23:59:41 | INFO | PID:1397 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_riverraid_t0_s1 [train] +total_reward:1427.20 total_reward_ma:1408.44 loss:-15.13 fps:124.8 +frame:1.90e+05 wall_t:1522 t:11875 epi:nan +opt_step:35439 lr:0.0003 alpha:0.01784 +2026-02-13 00:00:59 | INFO | PID:1397 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_riverraid_t0_s1 [train] +total_reward:1515.20 total_reward_ma:1413.78 loss:-14.38 fps:124.9 +frame:2.00e+05 wall_t:1601 t:12500 epi:nan +opt_step:37314 lr:0.0003 alpha:0.02006 +2026-02-13 00:02:17 | INFO | PID:1397 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_riverraid_t0_s1 [train] +total_reward:1579.60 total_reward_ma:1421.67 loss:-14.15 fps:125.1 +frame:2.10e+05 wall_t:1679 t:13125 epi:nan +opt_step:39189 lr:0.0003 alpha:0.02276 +2026-02-13 00:03:35 | INFO | PID:1397 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_riverraid_t0_s1 [train] +total_reward:1670.10 total_reward_ma:1432.96 loss:-14.03 fps:125.2 +frame:2.20e+05 wall_t:1757 t:13750 epi:nan +opt_step:41064 lr:0.0003 alpha:0.02228 +2026-02-13 00:04:53 | INFO | PID:1397 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_riverraid_t0_s1 [train] +total_reward:1766.90 total_reward_ma:1447.48 loss:-13.77 fps:125.3 +frame:2.30e+05 wall_t:1835 t:14375 epi:nan +opt_step:42939 lr:0.0003 alpha:0.02192 +2026-02-13 00:06:12 | INFO | PID:1397 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_riverraid_t0_s1 [train] +total_reward:1818.30 total_reward_ma:1462.93 loss:-13.85 fps:125.5 +frame:2.40e+05 wall_t:1913 t:15000 epi:nan +opt_step:44814 lr:0.0003 alpha:0.0205 +2026-02-13 00:07:30 | INFO | PID:1397 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_riverraid_t0_s1 [train] +total_reward:1857.40 total_reward_ma:1478.71 loss:-12.39 fps:125.5 +frame:2.50e+05 wall_t:1992 t:15625 epi:nan +opt_step:46689 lr:0.0003 alpha:0.01877 +2026-02-13 00:08:48 | INFO | PID:1397 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_riverraid_t0_s1 [train] +total_reward:1858.90 total_reward_ma:1493.34 loss:-12.38 fps:125.6 +frame:2.60e+05 wall_t:2070 t:16250 epi:nan +opt_step:48564 lr:0.0003 alpha:0.0195 +2026-02-13 00:10:06 | INFO | PID:1397 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_riverraid_t0_s1 [train] +total_reward:1818.90 total_reward_ma:1505.39 loss:-12.44 fps:125.7 +frame:2.70e+05 wall_t:2148 t:16875 epi:nan +opt_step:50439 lr:0.0003 alpha:0.01956 +2026-02-13 00:11:24 | INFO | PID:1397 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_riverraid_t0_s1 [train] +total_reward:1930.90 total_reward_ma:1520.59 loss:-12.19 fps:125.8 +frame:2.80e+05 wall_t:2226 t:17500 epi:nan +opt_step:52314 lr:0.0003 alpha:0.01944 +2026-02-13 00:12:42 | INFO | PID:1397 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_riverraid_t0_s1 [train] +total_reward:1997.00 total_reward_ma:1537.02 loss:-11.74 fps:125.9 +frame:2.90e+05 wall_t:2303 t:18125 epi:nan +opt_step:54189 lr:0.0003 alpha:0.02063 +2026-02-13 00:14:00 | INFO | PID:1397 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_riverraid_t0_s1 [train] +total_reward:2046.20 total_reward_ma:1553.99 loss:-12.4 fps:125.9 +frame:3.00e+05 wall_t:2382 t:18750 epi:nan +opt_step:56064 lr:0.0003 alpha:0.01958 +2026-02-13 00:15:18 | INFO | PID:1397 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_riverraid_t0_s1 [train] +total_reward:2065.50 total_reward_ma:1570.49 loss:-11.61 fps:126.1 +frame:3.10e+05 wall_t:2459 t:19375 epi:nan +opt_step:57939 lr:0.0003 alpha:0.02017 +2026-02-13 00:16:36 | INFO | PID:1397 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_riverraid_t0_s1 [train] +total_reward:2091.70 total_reward_ma:1586.78 loss:-11.18 fps:126.1 +frame:3.20e+05 wall_t:2538 t:20000 epi:nan +opt_step:59814 lr:0.0003 alpha:0.02039 +2026-02-13 00:17:54 | INFO | PID:1397 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_riverraid_t0_s1 [train] +total_reward:2166.00 total_reward_ma:1604.33 loss:-11.19 fps:126.1 +frame:3.30e+05 wall_t:2616 t:20625 epi:nan +opt_step:61689 lr:0.0003 alpha:0.02015 +2026-02-13 00:19:12 | INFO | PID:1397 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_riverraid_t0_s1 [train] +total_reward:2219.50 total_reward_ma:1622.42 loss:-10.8 fps:126.2 +frame:3.40e+05 wall_t:2694 t:21250 epi:nan +opt_step:63564 lr:0.0003 alpha:0.0204 +2026-02-13 00:20:30 | INFO | PID:1397 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_riverraid_t0_s1 [train] +total_reward:2238.60 total_reward_ma:1640.03 loss:-11.32 fps:126.3 +frame:3.50e+05 wall_t:2772 t:21875 epi:nan +opt_step:65439 lr:0.0003 alpha:0.02047 +2026-02-13 00:21:48 | INFO | PID:1397 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_riverraid_t0_s1 [train] +total_reward:2213.40 total_reward_ma:1655.96 loss:-10.81 fps:126.3 +frame:3.60e+05 wall_t:2850 t:22500 epi:nan +opt_step:67314 lr:0.0003 alpha:0.02028 +2026-02-13 00:23:06 | INFO | PID:1397 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_riverraid_t0_s1 [train] +total_reward:2207.70 total_reward_ma:1670.87 loss:-10.09 fps:126.4 +frame:3.70e+05 wall_t:2928 t:23125 epi:nan +opt_step:69189 lr:0.0003 alpha:0.01944 +2026-02-13 00:24:25 | INFO | PID:1397 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_riverraid_t0_s1 [train] +total_reward:2221.30 total_reward_ma:1685.35 loss:-10.67 fps:126.4 +frame:3.80e+05 wall_t:3006 t:23750 epi:nan +opt_step:71064 lr:0.0003 alpha:0.02067 +2026-02-13 00:25:43 | INFO | PID:1397 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_riverraid_t0_s1 [train] +total_reward:2247.30 total_reward_ma:1699.76 loss:-10.11 fps:126.5 +frame:3.90e+05 wall_t:3084 t:24375 epi:nan +opt_step:72939 lr:0.0003 alpha:0.01997 +2026-02-13 00:27:01 | INFO | PID:1397 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_riverraid_t0_s1 [train] +total_reward:2254.10 total_reward_ma:1713.62 loss:-10.35 fps:126.5 +frame:4.00e+05 wall_t:3163 t:25000 epi:nan +opt_step:74814 lr:0.0003 alpha:0.01958 +2026-02-13 00:28:19 | INFO | PID:1397 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_riverraid_t0_s1 [train] +total_reward:2232.90 total_reward_ma:1726.29 loss:-9.828 fps:126.5 +frame:4.10e+05 wall_t:3241 t:25625 epi:nan +opt_step:76689 lr:0.0003 alpha:0.01895 +2026-02-13 00:29:37 | INFO | PID:1397 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_riverraid_t0_s1 [train] +total_reward:2234.40 total_reward_ma:1738.38 loss:-9.892 fps:126.5 +frame:4.20e+05 wall_t:3319 t:26250 epi:nan +opt_step:78564 lr:0.0003 alpha:0.01848 +2026-02-13 00:30:56 | INFO | PID:1397 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_riverraid_t0_s1 [train] +total_reward:2251.40 total_reward_ma:1750.31 loss:-8.937 fps:126.6 +frame:4.30e+05 wall_t:3397 t:26875 epi:nan +opt_step:80439 lr:0.0003 alpha:0.0185 +2026-02-13 00:32:14 | INFO | PID:1397 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_riverraid_t0_s1 [train] +total_reward:2271.00 total_reward_ma:1762.15 loss:-9.228 fps:126.6 +frame:4.40e+05 wall_t:3475 t:27500 epi:nan +opt_step:82314 lr:0.0003 alpha:0.01749 +2026-02-13 00:33:32 | INFO | PID:1397 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_riverraid_t0_s1 [train] +total_reward:2293.40 total_reward_ma:1773.95 loss:-9.484 fps:126.6 +frame:4.50e+05 wall_t:3554 t:28125 epi:nan +opt_step:84189 lr:0.0003 alpha:0.01739 +2026-02-13 00:34:51 | INFO | PID:1397 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_riverraid_t0_s1 [train] +total_reward:2335.00 total_reward_ma:1786.15 loss:-8.891 fps:126.7 +frame:4.60e+05 wall_t:3632 t:28750 epi:nan +opt_step:86064 lr:0.0003 alpha:0.0162 +2026-02-13 00:36:09 | INFO | PID:1397 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_riverraid_t0_s1 [train] +total_reward:2351.80 total_reward_ma:1798.19 loss:-8.653 fps:126.7 +frame:4.70e+05 wall_t:3711 t:29375 epi:nan +opt_step:87939 lr:0.0003 alpha:0.01582 +2026-02-13 00:37:27 | INFO | PID:1397 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_riverraid_t0_s1 [train] +total_reward:2368.20 total_reward_ma:1810.06 loss:-8.214 fps:126.7 +frame:4.80e+05 wall_t:3789 t:30000 epi:nan +opt_step:89814 lr:0.0003 alpha:0.01517 +2026-02-13 00:38:45 | INFO | PID:1397 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_riverraid_t0_s1 [train] +total_reward:2388.90 total_reward_ma:1821.87 loss:-8.047 fps:126.7 +frame:4.90e+05 wall_t:3867 t:30625 epi:nan +opt_step:91689 lr:0.0003 alpha:0.01451 +2026-02-13 00:40:04 | INFO | PID:1397 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_riverraid_t0_s1 [train] +total_reward:2418.40 total_reward_ma:1833.80 loss:-6.852 fps:126.7 +frame:5.00e+05 wall_t:3946 t:31250 epi:nan +opt_step:93564 lr:0.0003 alpha:0.01416 +2026-02-13 00:41:22 | INFO | PID:1397 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_riverraid_t0_s1 [train] +total_reward:2419.20 total_reward_ma:1845.28 loss:-7.155 fps:126.7 +frame:5.10e+05 wall_t:4024 t:31875 epi:nan +opt_step:95439 lr:0.0003 alpha:0.01353 +2026-02-13 00:42:40 | INFO | PID:1397 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_riverraid_t0_s1 [train] +total_reward:2420.30 total_reward_ma:1856.34 loss:-7.227 fps:126.8 +frame:5.20e+05 wall_t:4101 t:32500 epi:nan +opt_step:97314 lr:0.0003 alpha:0.01395 +2026-02-13 00:43:57 | INFO | PID:1397 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_riverraid_t0_s1 [train] +total_reward:2403.30 total_reward_ma:1866.66 loss:-6.428 fps:126.8 +frame:5.30e+05 wall_t:4179 t:33125 epi:nan +opt_step:99189 lr:0.0003 alpha:0.01334 +2026-02-13 00:45:15 | INFO | PID:1397 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_riverraid_t0_s1 [train] +total_reward:2404.50 total_reward_ma:1876.62 loss:-6.729 fps:126.8 +frame:5.40e+05 wall_t:4257 t:33750 epi:nan +opt_step:101064 lr:0.0003 alpha:0.01323 +2026-02-13 00:46:33 | INFO | PID:1397 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_riverraid_t0_s1 [train] +total_reward:2412.00 total_reward_ma:1886.35 loss:-6.738 fps:126.9 +frame:5.50e+05 wall_t:4334 t:34375 epi:nan +opt_step:102939 lr:0.0003 alpha:0.01293 +2026-02-13 00:47:50 | INFO | PID:1397 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_riverraid_t0_s1 [train] +total_reward:2410.40 total_reward_ma:1895.71 loss:-6.522 fps:126.9 +frame:5.60e+05 wall_t:4412 t:35000 epi:nan +opt_step:104814 lr:0.0003 alpha:0.01251 +2026-02-13 00:49:09 | INFO | PID:1397 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_riverraid_t0_s1 [train] +total_reward:2422.70 total_reward_ma:1904.96 loss:-6.266 fps:126.9 +frame:5.70e+05 wall_t:4491 t:35625 epi:nan +opt_step:106689 lr:0.0003 alpha:0.01236 +2026-02-13 00:50:27 | INFO | PID:1397 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_riverraid_t0_s1 [train] +total_reward:2436.10 total_reward_ma:1914.12 loss:-6.051 fps:126.9 +frame:5.80e+05 wall_t:4569 t:36250 epi:nan +opt_step:108564 lr:0.0003 alpha:0.01153 +2026-02-13 00:51:44 | INFO | PID:1397 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_riverraid_t0_s1 [train] +total_reward:2441.30 total_reward_ma:1923.05 loss:-5.809 fps:127 +frame:5.90e+05 wall_t:4646 t:36875 epi:nan +opt_step:110439 lr:0.0003 alpha:0.0119 +2026-02-13 00:53:03 | INFO | PID:1397 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_riverraid_t0_s1 [train] +total_reward:2456.50 total_reward_ma:1931.94 loss:-6.059 fps:127 +frame:6.00e+05 wall_t:4724 t:37500 epi:nan +opt_step:112314 lr:0.0003 alpha:0.01143 +2026-02-13 00:54:20 | INFO | PID:1397 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_riverraid_t0_s1 [train] +total_reward:2485.70 total_reward_ma:1941.02 loss:-6.067 fps:127 +frame:6.10e+05 wall_t:4802 t:38125 epi:nan +opt_step:114189 lr:0.0003 alpha:0.01164 +2026-02-13 00:55:38 | INFO | PID:1397 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_riverraid_t0_s1 [train] +total_reward:2494.30 total_reward_ma:1949.94 loss:-5.697 fps:127.1 +frame:6.20e+05 wall_t:4879 t:38750 epi:nan +opt_step:116064 lr:0.0003 alpha:0.01175 +2026-02-13 00:56:55 | INFO | PID:1397 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_riverraid_t0_s1 [train] +total_reward:2499.70 total_reward_ma:1958.67 loss:-5.721 fps:127.1 +frame:6.30e+05 wall_t:4957 t:39375 epi:nan +opt_step:117939 lr:0.0003 alpha:0.01183 +2026-02-13 00:58:13 | INFO | PID:1397 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_riverraid_t0_s1 [train] +total_reward:2494.60 total_reward_ma:1967.04 loss:-6.12 fps:127.1 +frame:6.40e+05 wall_t:5035 t:40000 epi:nan +opt_step:119814 lr:0.0003 alpha:0.01148 +2026-02-13 00:59:31 | INFO | PID:1397 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_riverraid_t0_s1 [train] +total_reward:2491.60 total_reward_ma:1975.11 loss:-5.489 fps:127.1 +frame:6.50e+05 wall_t:5113 t:40625 epi:nan +opt_step:121689 lr:0.0003 alpha:0.01161 +2026-02-13 01:00:50 | INFO | PID:1397 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_riverraid_t0_s1 [train] +total_reward:2494.10 total_reward_ma:1982.98 loss:-5.462 fps:127.1 +frame:6.60e+05 wall_t:5191 t:41250 epi:nan +opt_step:123564 lr:0.0003 alpha:0.01189 +2026-02-13 01:02:08 | INFO | PID:1397 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_riverraid_t0_s1 [train] +total_reward:2485.10 total_reward_ma:1990.47 loss:-5.866 fps:127.2 +frame:6.70e+05 wall_t:5269 t:41875 epi:nan +opt_step:125439 lr:0.0003 alpha:0.01185 +2026-02-13 01:03:25 | INFO | PID:1397 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_riverraid_t0_s1 [train] +total_reward:2483.30 total_reward_ma:1997.72 loss:-5.493 fps:127.2 +frame:6.80e+05 wall_t:5347 t:42500 epi:nan +opt_step:127314 lr:0.0003 alpha:0.01206 +2026-02-13 01:04:43 | INFO | PID:1397 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_riverraid_t0_s1 [train] +total_reward:2494.60 total_reward_ma:2004.92 loss:-5.54 fps:127.2 +frame:6.90e+05 wall_t:5425 t:43125 epi:nan +opt_step:129189 lr:0.0003 alpha:0.01217 +2026-02-13 01:06:01 | INFO | PID:1397 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_riverraid_t0_s1 [train] +total_reward:2494.80 total_reward_ma:2011.92 loss:-5.646 fps:127.2 +frame:7.00e+05 wall_t:5503 t:43750 epi:nan +opt_step:131064 lr:0.0003 alpha:0.01216 +2026-02-13 01:07:20 | INFO | PID:1397 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_riverraid_t0_s1 [train] +total_reward:2508.30 total_reward_ma:2018.91 loss:-5.264 fps:127.2 +frame:7.10e+05 wall_t:5581 t:44375 epi:nan +opt_step:132939 lr:0.0003 alpha:0.01233 +2026-02-13 01:08:38 | INFO | PID:1397 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_riverraid_t0_s1 [train] +total_reward:2508.00 total_reward_ma:2025.70 loss:-5.374 fps:127.2 +frame:7.20e+05 wall_t:5659 t:45000 epi:nan +opt_step:134814 lr:0.0003 alpha:0.01234 +2026-02-13 01:09:56 | INFO | PID:1397 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_riverraid_t0_s1 [train] +total_reward:2517.50 total_reward_ma:2032.44 loss:-5.59 fps:127.2 +frame:7.30e+05 wall_t:5737 t:45625 epi:nan +opt_step:136689 lr:0.0003 alpha:0.01255 +2026-02-13 01:11:13 | INFO | PID:1397 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_riverraid_t0_s1 [train] +total_reward:2527.80 total_reward_ma:2039.13 loss:-5.233 fps:127.3 +frame:7.40e+05 wall_t:5815 t:46250 epi:nan +opt_step:138564 lr:0.0003 alpha:0.01263 +2026-02-13 01:12:32 | INFO | PID:1397 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_riverraid_t0_s1 [train] +total_reward:2537.40 total_reward_ma:2045.78 loss:-5.591 fps:127.3 +frame:7.50e+05 wall_t:5893 t:46875 epi:nan +opt_step:140439 lr:0.0003 alpha:0.0126 +2026-02-13 01:13:50 | INFO | PID:1397 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_riverraid_t0_s1 [train] +total_reward:2543.10 total_reward_ma:2052.32 loss:-5.553 fps:127.3 +frame:7.60e+05 wall_t:5972 t:47500 epi:nan +opt_step:142314 lr:0.0003 alpha:0.01254 +2026-02-13 01:15:08 | INFO | PID:1397 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_riverraid_t0_s1 [train] +total_reward:2537.70 total_reward_ma:2058.62 loss:-5.966 fps:127.3 +frame:7.70e+05 wall_t:6049 t:48125 epi:nan +opt_step:144189 lr:0.0003 alpha:0.01267 +2026-02-13 01:16:25 | INFO | PID:1397 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_riverraid_t0_s1 [train] +total_reward:2541.10 total_reward_ma:2064.81 loss:-5.456 fps:127.3 +frame:7.80e+05 wall_t:6127 t:48750 epi:nan +opt_step:146064 lr:0.0003 alpha:0.01279 +2026-02-13 01:17:43 | INFO | PID:1397 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_riverraid_t0_s1 [train] +total_reward:2523.80 total_reward_ma:2070.62 loss:-5.363 fps:127.3 +frame:7.90e+05 wall_t:6205 t:49375 epi:nan +opt_step:147939 lr:0.0003 alpha:0.01297 +2026-02-13 01:19:01 | INFO | PID:1397 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_riverraid_t0_s1 [train] +total_reward:2524.20 total_reward_ma:2076.29 loss:-5.778 fps:127.3 +frame:8.00e+05 wall_t:6283 t:50000 epi:nan +opt_step:149814 lr:0.0003 alpha:0.01296 +2026-02-13 01:20:19 | INFO | PID:1397 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_riverraid_t0_s1 [train] +total_reward:2530.70 total_reward_ma:2081.90 loss:-5.62 fps:127.4 +frame:8.10e+05 wall_t:6360 t:50625 epi:nan +opt_step:151689 lr:0.0003 alpha:0.01325 +2026-02-13 01:21:37 | INFO | PID:1397 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_riverraid_t0_s1 [train] +total_reward:2537.70 total_reward_ma:2087.46 loss:-5.73 fps:127.4 +frame:8.20e+05 wall_t:6438 t:51250 epi:nan +opt_step:153564 lr:0.0003 alpha:0.01326 +2026-02-13 01:22:54 | INFO | PID:1397 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_riverraid_t0_s1 [train] +total_reward:2545.30 total_reward_ma:2092.97 loss:-5.902 fps:127.4 +frame:8.30e+05 wall_t:6516 t:51875 epi:nan +opt_step:155439 lr:0.0003 alpha:0.0135 +2026-02-13 01:24:12 | INFO | PID:1397 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_riverraid_t0_s1 [train] +total_reward:2537.80 total_reward_ma:2098.27 loss:-6.12 fps:127.4 +frame:8.40e+05 wall_t:6594 t:52500 epi:nan +opt_step:157314 lr:0.0003 alpha:0.01341 +2026-02-13 01:25:29 | INFO | PID:1397 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_riverraid_t0_s1 [train] +total_reward:2542.60 total_reward_ma:2103.50 loss:-5.846 fps:127.4 +frame:8.50e+05 wall_t:6671 t:53125 epi:nan +opt_step:159189 lr:0.0003 alpha:0.01337 +2026-02-13 01:26:48 | INFO | PID:1397 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_riverraid_t0_s1 [train] +total_reward:2540.80 total_reward_ma:2108.58 loss:-5.606 fps:127.4 +frame:8.60e+05 wall_t:6750 t:53750 epi:nan +opt_step:161064 lr:0.0003 alpha:0.01385 +2026-02-13 01:28:06 | INFO | PID:1397 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_riverraid_t0_s1 [train] +total_reward:2556.00 total_reward_ma:2113.73 loss:-5.198 fps:127.4 +frame:8.70e+05 wall_t:6828 t:54375 epi:nan +opt_step:162939 lr:0.0003 alpha:0.01362 +2026-02-13 01:29:23 | INFO | PID:1397 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_riverraid_t0_s1 [train] +total_reward:2569.60 total_reward_ma:2118.91 loss:-5.394 fps:127.4 +frame:8.80e+05 wall_t:6905 t:55000 epi:nan +opt_step:164814 lr:0.0003 alpha:0.01368 +2026-02-13 01:30:41 | INFO | PID:1397 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_riverraid_t0_s1 [train] +total_reward:2578.60 total_reward_ma:2124.07 loss:-5.922 fps:127.5 +frame:8.90e+05 wall_t:6983 t:55625 epi:nan +opt_step:166689 lr:0.0003 alpha:0.01398 +2026-02-13 01:31:59 | INFO | PID:1397 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_riverraid_t0_s1 [train] +total_reward:2604.00 total_reward_ma:2129.40 loss:-6.243 fps:127.5 +frame:9.00e+05 wall_t:7061 t:56250 epi:nan +opt_step:168564 lr:0.0003 alpha:0.01382 +2026-02-13 01:33:17 | INFO | PID:1397 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_riverraid_t0_s1 [train] +total_reward:2611.80 total_reward_ma:2134.70 loss:-6.157 fps:127.5 +frame:9.10e+05 wall_t:7139 t:56875 epi:nan +opt_step:170439 lr:0.0003 alpha:0.01379 +2026-02-13 01:34:36 | INFO | PID:1397 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_riverraid_t0_s1 [train] +total_reward:2615.90 total_reward_ma:2139.94 loss:-5.786 fps:127.5 +frame:9.20e+05 wall_t:7217 t:57500 epi:nan +opt_step:172314 lr:0.0003 alpha:0.01378 +2026-02-13 01:35:54 | INFO | PID:1397 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_riverraid_t0_s1 [train] +total_reward:2638.10 total_reward_ma:2145.29 loss:-5.878 fps:127.5 +frame:9.30e+05 wall_t:7295 t:58125 epi:nan +opt_step:174189 lr:0.0003 alpha:0.01395 +2026-02-13 01:37:11 | INFO | PID:1397 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_riverraid_t0_s1 [train] +total_reward:2640.40 total_reward_ma:2150.56 loss:-6.474 fps:127.5 +frame:9.40e+05 wall_t:7373 t:58750 epi:nan +opt_step:176064 lr:0.0003 alpha:0.01406 +2026-02-13 01:38:29 | INFO | PID:1397 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_riverraid_t0_s1 [train] +total_reward:2659.80 total_reward_ma:2155.92 loss:-6.315 fps:127.5 +frame:9.50e+05 wall_t:7451 t:59375 epi:nan +opt_step:177939 lr:0.0003 alpha:0.01408 +2026-02-13 01:39:46 | INFO | PID:1397 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_riverraid_t0_s1 [train] +total_reward:2662.80 total_reward_ma:2161.20 loss:-6.074 fps:127.5 +frame:9.60e+05 wall_t:7528 t:60000 epi:nan +opt_step:179814 lr:0.0003 alpha:0.01389 +2026-02-13 01:41:04 | INFO | PID:1397 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_riverraid_t0_s1 [train] +total_reward:2669.40 total_reward_ma:2166.44 loss:-5.967 fps:127.5 +frame:9.70e+05 wall_t:7605 t:60625 epi:nan +opt_step:181689 lr:0.0003 alpha:0.01417 +2026-02-13 01:42:22 | INFO | PID:1397 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_riverraid_t0_s1 [train] +total_reward:2675.00 total_reward_ma:2171.63 loss:-6.016 fps:127.5 +frame:9.80e+05 wall_t:7684 t:61250 epi:nan +opt_step:183564 lr:0.0003 alpha:0.01405 +2026-02-13 01:43:40 | INFO | PID:1397 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_riverraid_t0_s1 [train] +total_reward:2660.00 total_reward_ma:2176.56 loss:-6.115 fps:127.6 +frame:9.90e+05 wall_t:7761 t:61875 epi:nan +opt_step:185439 lr:0.0003 alpha:0.01473 +2026-02-13 01:44:57 | INFO | PID:1397 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_riverraid_t0_s1 [train] +total_reward:2677.00 total_reward_ma:2181.57 loss:-6.35 fps:127.6 +frame:1.00e+06 wall_t:7839 t:62500 epi:nan +opt_step:187314 lr:0.0003 alpha:0.01464 +2026-02-13 01:46:15 | INFO | PID:1397 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_riverraid_t0_s1 [train] +total_reward:2674.70 total_reward_ma:2197.43 loss:-6.706 fps:127.6 +frame:1.01e+06 wall_t:7916 t:63125 epi:nan +opt_step:189189 lr:0.0003 alpha:0.01507 +2026-02-13 01:47:32 | INFO | PID:1397 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_riverraid_t0_s1 [train] +total_reward:2668.00 total_reward_ma:2210.76 loss:-6.276 fps:127.6 +frame:1.02e+06 wall_t:7994 t:63750 epi:nan +opt_step:191064 lr:0.0003 alpha:0.01507 +2026-02-13 01:48:50 | INFO | PID:1397 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_riverraid_t0_s1 [train] +total_reward:2674.40 total_reward_ma:2224.27 loss:-6.182 fps:127.6 +frame:1.03e+06 wall_t:8072 t:64375 epi:nan +opt_step:192939 lr:0.0003 alpha:0.01509 +2026-02-13 01:50:08 | INFO | PID:1397 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_riverraid_t0_s1 [train] +total_reward:2686.40 total_reward_ma:2237.33 loss:-6.347 fps:127.6 +frame:1.04e+06 wall_t:8150 t:65000 epi:nan +opt_step:194814 lr:0.0003 alpha:0.01545 +2026-02-13 01:51:27 | INFO | PID:1397 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_riverraid_t0_s1 [train] +total_reward:2706.10 total_reward_ma:2250.41 loss:-6.617 fps:127.6 +frame:1.05e+06 wall_t:8228 t:65625 epi:nan +opt_step:196689 lr:0.0003 alpha:0.01571 +2026-02-13 01:52:44 | INFO | PID:1397 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_riverraid_t0_s1 [train] +total_reward:2727.60 total_reward_ma:2263.60 loss:-6.012 fps:127.6 +frame:1.06e+06 wall_t:8306 t:66250 epi:nan +opt_step:198564 lr:0.0003 alpha:0.01608 +2026-02-13 01:54:01 | INFO | PID:1397 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_riverraid_t0_s1 [train] +total_reward:2747.90 total_reward_ma:2276.82 loss:-6.148 fps:127.6 +frame:1.07e+06 wall_t:8383 t:66875 epi:nan +opt_step:200439 lr:0.0003 alpha:0.01657 +2026-02-13 01:55:18 | INFO | PID:1397 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_riverraid_t0_s1 [train] +total_reward:2798.20 total_reward_ma:2289.96 loss:-5.977 fps:127.7 +frame:1.08e+06 wall_t:8460 t:67500 epi:nan +opt_step:202314 lr:0.0003 alpha:0.01663 +2026-02-13 01:56:36 | INFO | PID:1397 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_riverraid_t0_s1 [train] +total_reward:2854.70 total_reward_ma:2303.78 loss:-6.481 fps:127.7 +frame:1.09e+06 wall_t:8537 t:68125 epi:nan +opt_step:204189 lr:0.0003 alpha:0.01696 +2026-02-13 01:57:53 | INFO | PID:1397 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_riverraid_t0_s1 [train] +total_reward:2920.10 total_reward_ma:2317.82 loss:-6.324 fps:127.7 +frame:1.10e+06 wall_t:8614 t:68750 epi:nan +opt_step:206064 lr:0.0003 alpha:0.01776 +2026-02-13 01:59:09 | INFO | PID:1397 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_riverraid_t0_s1 [train] +total_reward:3029.60 total_reward_ma:2333.04 loss:-6.952 fps:127.7 +frame:1.11e+06 wall_t:8691 t:69375 epi:nan +opt_step:207939 lr:0.0003 alpha:0.0185 +2026-02-13 02:00:26 | INFO | PID:1397 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_riverraid_t0_s1 [train] +total_reward:3116.90 total_reward_ma:2348.95 loss:-6.686 fps:127.8 +frame:1.12e+06 wall_t:8767 t:70000 epi:nan +opt_step:209814 lr:0.0003 alpha:0.01915 +2026-02-13 02:01:42 | INFO | PID:1397 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_riverraid_t0_s1 [train] +total_reward:3161.50 total_reward_ma:2365.32 loss:-6.992 fps:127.8 +frame:1.13e+06 wall_t:8844 t:70625 epi:nan +opt_step:211689 lr:0.0003 alpha:0.0195 +2026-02-13 02:02:59 | INFO | PID:1397 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_riverraid_t0_s1 [train] +total_reward:3224.60 total_reward_ma:2382.98 loss:-7.281 fps:127.8 +frame:1.14e+06 wall_t:8921 t:71250 epi:nan +opt_step:213564 lr:0.0003 alpha:0.02114 +2026-02-13 02:04:16 | INFO | PID:1397 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_riverraid_t0_s1 [train] +total_reward:3345.00 total_reward_ma:2402.48 loss:-7.482 fps:127.8 +frame:1.15e+06 wall_t:8998 t:71875 epi:nan +opt_step:215439 lr:0.0003 alpha:0.02225 +2026-02-13 02:05:33 | INFO | PID:1397 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_riverraid_t0_s1 [train] +total_reward:3427.30 total_reward_ma:2423.20 loss:-7.649 fps:127.8 +frame:1.16e+06 wall_t:9075 t:72500 epi:nan +opt_step:217314 lr:0.0003 alpha:0.02318 +2026-02-13 02:06:50 | INFO | PID:1397 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_riverraid_t0_s1 [train] +total_reward:3547.00 total_reward_ma:2445.10 loss:-7.852 fps:127.8 +frame:1.17e+06 wall_t:9152 t:73125 epi:nan +opt_step:219189 lr:0.0003 alpha:0.02426 +2026-02-13 02:08:07 | INFO | PID:1397 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_riverraid_t0_s1 [train] +total_reward:3597.50 total_reward_ma:2467.31 loss:-7.924 fps:127.9 +frame:1.18e+06 wall_t:9229 t:73750 epi:nan +opt_step:221064 lr:0.0003 alpha:0.02616 +2026-02-13 02:09:24 | INFO | PID:1397 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_riverraid_t0_s1 [train] +total_reward:3617.20 total_reward_ma:2489.21 loss:-8.498 fps:127.9 +frame:1.19e+06 wall_t:9306 t:74375 epi:nan +opt_step:222939 lr:0.0003 alpha:0.02705 +2026-02-13 02:10:41 | INFO | PID:1397 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_riverraid_t0_s1 [train] +total_reward:3637.40 total_reward_ma:2510.43 loss:-8.89 fps:127.9 +frame:1.20e+06 wall_t:9383 t:75000 epi:nan +opt_step:224814 lr:0.0003 alpha:0.02781 +2026-02-13 02:11:59 | INFO | PID:1397 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_riverraid_t0_s1 [train] +total_reward:3679.80 total_reward_ma:2531.43 loss:-9.464 fps:127.9 +frame:1.21e+06 wall_t:9460 t:75625 epi:nan +opt_step:226689 lr:0.0003 alpha:0.02847 +2026-02-13 02:13:16 | INFO | PID:1397 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_riverraid_t0_s1 [train] +total_reward:3717.90 total_reward_ma:2551.91 loss:-9.94 fps:127.9 +frame:1.22e+06 wall_t:9538 t:76250 epi:nan +opt_step:228564 lr:0.0003 alpha:0.02976 +2026-02-13 02:14:33 | INFO | PID:1397 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_riverraid_t0_s1 [train] +total_reward:3784.00 total_reward_ma:2572.08 loss:-10.17 fps:127.9 +frame:1.23e+06 wall_t:9615 t:76875 epi:nan +opt_step:230439 lr:0.0003 alpha:0.03065 +2026-02-13 02:15:50 | INFO | PID:1397 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_riverraid_t0_s1 [train] +total_reward:3820.00 total_reward_ma:2592.10 loss:-10.69 fps:128 +frame:1.24e+06 wall_t:9691 t:77500 epi:nan +opt_step:232314 lr:0.0003 alpha:0.03049 +2026-02-13 02:17:06 | INFO | PID:1397 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_riverraid_t0_s1 [train] +total_reward:3823.50 total_reward_ma:2611.76 loss:-11.47 fps:128 +frame:1.25e+06 wall_t:9768 t:78125 epi:nan +opt_step:234189 lr:0.0003 alpha:0.03165 +2026-02-13 02:18:23 | INFO | PID:1397 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_riverraid_t0_s1 [train] +total_reward:3843.60 total_reward_ma:2631.61 loss:-11.81 fps:128 +frame:1.26e+06 wall_t:9845 t:78750 epi:nan +opt_step:236064 lr:0.0003 alpha:0.03244 +2026-02-13 02:19:40 | INFO | PID:1397 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_riverraid_t0_s1 [train] +total_reward:3841.90 total_reward_ma:2651.84 loss:-11.58 fps:128 +frame:1.27e+06 wall_t:9922 t:79375 epi:nan +opt_step:237939 lr:0.0003 alpha:0.033 +2026-02-13 02:20:56 | INFO | PID:1397 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_riverraid_t0_s1 [train] +total_reward:3927.30 total_reward_ma:2671.80 loss:-12.34 fps:128 +frame:1.28e+06 wall_t:9998 t:80000 epi:nan +opt_step:239814 lr:0.0003 alpha:0.03268 +2026-02-13 02:22:13 | INFO | PID:1397 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_riverraid_t0_s1 [train] +total_reward:4045.60 total_reward_ma:2692.29 loss:-12.5 fps:128 +frame:1.29e+06 wall_t:10075 t:80625 epi:nan +opt_step:241689 lr:0.0003 alpha:0.0327 +2026-02-13 02:23:30 | INFO | PID:1397 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_riverraid_t0_s1 [train] +total_reward:4170.20 total_reward_ma:2713.53 loss:-12.4 fps:128.1 +frame:1.30e+06 wall_t:10152 t:81250 epi:nan +opt_step:243564 lr:0.0003 alpha:0.03422 +2026-02-13 02:24:47 | INFO | PID:1397 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_riverraid_t0_s1 [train] +total_reward:4248.50 total_reward_ma:2735.36 loss:-13.4 fps:128.1 +frame:1.31e+06 wall_t:10228 t:81875 epi:nan +opt_step:245439 lr:0.0003 alpha:0.0333 +2026-02-13 02:26:04 | INFO | PID:1397 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_riverraid_t0_s1 [train] +total_reward:4363.20 total_reward_ma:2758.07 loss:-13.89 fps:128.1 +frame:1.32e+06 wall_t:10305 t:82500 epi:nan +opt_step:247314 lr:0.0003 alpha:0.03426 +2026-02-13 02:27:20 | INFO | PID:1397 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_riverraid_t0_s1 [train] +total_reward:4394.90 total_reward_ma:2780.36 loss:-14.13 fps:128.1 +frame:1.33e+06 wall_t:10382 t:83125 epi:nan +opt_step:249189 lr:0.0003 alpha:0.03436 +2026-02-13 02:28:37 | INFO | PID:1397 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_riverraid_t0_s1 [train] +total_reward:4484.40 total_reward_ma:2803.01 loss:-13.24 fps:128.1 +frame:1.34e+06 wall_t:10459 t:83750 epi:nan +opt_step:251064 lr:0.0003 alpha:0.0335 +2026-02-13 02:29:53 | INFO | PID:1397 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_riverraid_t0_s1 [train] +total_reward:4571.60 total_reward_ma:2826.34 loss:-14.13 fps:128.1 +frame:1.35e+06 wall_t:10535 t:84375 epi:nan +opt_step:252939 lr:0.0003 alpha:0.03311 +2026-02-13 02:31:10 | INFO | PID:1397 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_riverraid_t0_s1 [train] +total_reward:4655.90 total_reward_ma:2850.76 loss:-14.58 fps:128.2 +frame:1.36e+06 wall_t:10612 t:85000 epi:nan +opt_step:254814 lr:0.0003 alpha:0.03328 +2026-02-13 02:32:26 | INFO | PID:1397 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_riverraid_t0_s1 [train] +total_reward:4719.50 total_reward_ma:2875.88 loss:-14.11 fps:128.2 +frame:1.37e+06 wall_t:10688 t:85625 epi:nan +opt_step:256689 lr:0.0003 alpha:0.03298 +2026-02-13 02:33:43 | INFO | PID:1397 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_riverraid_t0_s1 [train] +total_reward:4840.90 total_reward_ma:2902.08 loss:-14.18 fps:128.2 +frame:1.38e+06 wall_t:10765 t:86250 epi:nan +opt_step:258564 lr:0.0003 alpha:0.03388 +2026-02-13 02:34:59 | INFO | PID:1397 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_riverraid_t0_s1 [train] +total_reward:4877.30 total_reward_ma:2928.38 loss:-14.41 fps:128.2 +frame:1.39e+06 wall_t:10841 t:86875 epi:nan +opt_step:260439 lr:0.0003 alpha:0.03411 +2026-02-13 02:36:16 | INFO | PID:1397 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_riverraid_t0_s1 [train] +total_reward:4995.50 total_reward_ma:2955.79 loss:-14.78 fps:128.2 +frame:1.40e+06 wall_t:10918 t:87500 epi:nan +opt_step:262314 lr:0.0003 alpha:0.03478 +2026-02-13 02:37:33 | INFO | PID:1397 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_riverraid_t0_s1 [train] +total_reward:5005.00 total_reward_ma:2983.51 loss:-14.37 fps:128.2 +frame:1.41e+06 wall_t:10995 t:88125 epi:nan +opt_step:264189 lr:0.0003 alpha:0.035 +2026-02-13 02:38:50 | INFO | PID:1397 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_riverraid_t0_s1 [train] +total_reward:5051.00 total_reward_ma:3011.68 loss:-14.74 fps:128.3 +frame:1.42e+06 wall_t:11072 t:88750 epi:nan +opt_step:266064 lr:0.0003 alpha:0.03428 +2026-02-13 02:40:07 | INFO | PID:1397 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_riverraid_t0_s1 [train] +total_reward:5040.00 total_reward_ma:3039.57 loss:-14.42 fps:128.3 +frame:1.43e+06 wall_t:11148 t:89375 epi:nan +opt_step:267939 lr:0.0003 alpha:0.0337 +2026-02-13 02:41:24 | INFO | PID:1397 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_riverraid_t0_s1 [train] +total_reward:5005.10 total_reward_ma:3066.91 loss:-14.51 fps:128.3 +frame:1.44e+06 wall_t:11226 t:90000 epi:nan +opt_step:269814 lr:0.0003 alpha:0.03366 +2026-02-13 02:42:41 | INFO | PID:1397 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_riverraid_t0_s1 [train] +total_reward:5045.10 total_reward_ma:3094.42 loss:-15.14 fps:128.3 +frame:1.45e+06 wall_t:11303 t:90625 epi:nan +opt_step:271689 lr:0.0003 alpha:0.03376 +2026-02-13 02:43:58 | INFO | PID:1397 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_riverraid_t0_s1 [train] +total_reward:5166.30 total_reward_ma:3122.74 loss:-14.54 fps:128.3 +frame:1.46e+06 wall_t:11380 t:91250 epi:nan +opt_step:273564 lr:0.0003 alpha:0.03439 +2026-02-13 02:45:15 | INFO | PID:1397 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_riverraid_t0_s1 [train] +total_reward:5250.30 total_reward_ma:3151.72 loss:-15.08 fps:128.3 +frame:1.47e+06 wall_t:11457 t:91875 epi:nan +opt_step:275439 lr:0.0003 alpha:0.03375 +2026-02-13 02:46:32 | INFO | PID:1397 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_riverraid_t0_s1 [train] +total_reward:5270.80 total_reward_ma:3180.75 loss:-14.77 fps:128.3 +frame:1.48e+06 wall_t:11533 t:92500 epi:nan +opt_step:277314 lr:0.0003 alpha:0.03305 +2026-02-13 02:47:48 | INFO | PID:1397 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_riverraid_t0_s1 [train] +total_reward:5299.60 total_reward_ma:3209.86 loss:-15.24 fps:128.3 +frame:1.49e+06 wall_t:11610 t:93125 epi:nan +opt_step:279189 lr:0.0003 alpha:0.03276 +2026-02-13 02:49:05 | INFO | PID:1397 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_riverraid_t0_s1 [train] +total_reward:5335.50 total_reward_ma:3239.03 loss:-14.72 fps:128.4 +frame:1.50e+06 wall_t:11686 t:93750 epi:nan +opt_step:281064 lr:0.0003 alpha:0.03246 +2026-02-13 02:50:21 | INFO | PID:1397 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_riverraid_t0_s1 [train] +total_reward:5381.40 total_reward_ma:3268.65 loss:-14.41 fps:128.4 +frame:1.51e+06 wall_t:11763 t:94375 epi:nan +opt_step:282939 lr:0.0003 alpha:0.032 +2026-02-13 02:51:38 | INFO | PID:1397 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_riverraid_t0_s1 [train] +total_reward:5357.50 total_reward_ma:3298.02 loss:-14.77 fps:128.4 +frame:1.52e+06 wall_t:11840 t:95000 epi:nan +opt_step:284814 lr:0.0003 alpha:0.03173 +2026-02-13 02:52:54 | INFO | PID:1397 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_riverraid_t0_s1 [train] +total_reward:5367.40 total_reward_ma:3327.66 loss:-14.71 fps:128.4 +frame:1.53e+06 wall_t:11916 t:95625 epi:nan +opt_step:286689 lr:0.0003 alpha:0.03172 +2026-02-13 02:54:11 | INFO | PID:1397 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_riverraid_t0_s1 [train] +total_reward:5408.30 total_reward_ma:3357.70 loss:-14.48 fps:128.4 +frame:1.54e+06 wall_t:11993 t:96250 epi:nan +opt_step:288564 lr:0.0003 alpha:0.0308 +2026-02-13 02:55:28 | INFO | PID:1397 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_riverraid_t0_s1 [train] +total_reward:5423.10 total_reward_ma:3387.81 loss:-15.07 fps:128.4 +frame:1.55e+06 wall_t:12070 t:96875 epi:nan +opt_step:290439 lr:0.0003 alpha:0.03134 +2026-02-13 02:56:45 | INFO | PID:1397 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_riverraid_t0_s1 [train] +total_reward:5477.30 total_reward_ma:3418.48 loss:-14.35 fps:128.4 +frame:1.56e+06 wall_t:12146 t:97500 epi:nan +opt_step:292314 lr:0.0003 alpha:0.03118 +2026-02-13 02:58:01 | INFO | PID:1397 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_riverraid_t0_s1 [train] +total_reward:5516.90 total_reward_ma:3449.42 loss:-14.64 fps:128.4 +frame:1.57e+06 wall_t:12223 t:98125 epi:nan +opt_step:294189 lr:0.0003 alpha:0.03102 +2026-02-13 02:59:18 | INFO | PID:1397 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_riverraid_t0_s1 [train] +total_reward:5456.00 total_reward_ma:3479.62 loss:-14.55 fps:128.5 +frame:1.58e+06 wall_t:12300 t:98750 epi:nan +opt_step:296064 lr:0.0003 alpha:0.03086 +2026-02-13 03:00:35 | INFO | PID:1397 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_riverraid_t0_s1 [train] +total_reward:5337.10 total_reward_ma:3508.58 loss:-14.26 fps:128.5 +frame:1.59e+06 wall_t:12377 t:99375 epi:nan +opt_step:297939 lr:0.0003 alpha:0.03093 +2026-02-13 03:01:51 | INFO | PID:1397 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_riverraid_t0_s1 [train] +total_reward:5381.90 total_reward_ma:3537.83 loss:-14.62 fps:128.5 +frame:1.60e+06 wall_t:12453 t:100000 epi:nan +opt_step:299814 lr:0.0003 alpha:0.0312 +2026-02-13 03:03:08 | INFO | PID:1397 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_riverraid_t0_s1 [train] +total_reward:5378.20 total_reward_ma:3566.76 loss:-14.03 fps:128.5 +frame:1.61e+06 wall_t:12530 t:100625 epi:nan +opt_step:301689 lr:0.0003 alpha:0.03131 +2026-02-13 03:04:25 | INFO | PID:1397 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_riverraid_t0_s1 [train] +total_reward:5421.00 total_reward_ma:3596.02 loss:-14.24 fps:128.5 +frame:1.62e+06 wall_t:12607 t:101250 epi:nan +opt_step:303564 lr:0.0003 alpha:0.03168 +2026-02-13 03:05:42 | INFO | PID:1397 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_riverraid_t0_s1 [train] +total_reward:5375.30 total_reward_ma:3624.78 loss:-14.15 fps:128.5 +frame:1.63e+06 wall_t:12684 t:101875 epi:nan +opt_step:305439 lr:0.0003 alpha:0.03177 +2026-02-13 03:06:58 | INFO | PID:1397 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_riverraid_t0_s1 [train] +total_reward:5459.00 total_reward_ma:3654.42 loss:-14.29 fps:128.5 +frame:1.64e+06 wall_t:12760 t:102500 epi:nan +opt_step:307314 lr:0.0003 alpha:0.03187 +2026-02-13 03:08:15 | INFO | PID:1397 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_riverraid_t0_s1 [train] +total_reward:5472.90 total_reward_ma:3684.24 loss:-14.24 fps:128.5 +frame:1.65e+06 wall_t:12837 t:103125 epi:nan +opt_step:309189 lr:0.0003 alpha:0.03257 +2026-02-13 03:09:31 | INFO | PID:1397 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_riverraid_t0_s1 [train] +total_reward:5442.80 total_reward_ma:3713.72 loss:-13.7 fps:128.6 +frame:1.66e+06 wall_t:12913 t:103750 epi:nan +opt_step:311064 lr:0.0003 alpha:0.03247 +2026-02-13 03:10:48 | INFO | PID:1397 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_riverraid_t0_s1 [train] +total_reward:5437.60 total_reward_ma:3743.25 loss:-14.02 fps:128.6 +frame:1.67e+06 wall_t:12990 t:104375 epi:nan +opt_step:312939 lr:0.0003 alpha:0.03202 +2026-02-13 03:12:05 | INFO | PID:1397 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_riverraid_t0_s1 [train] +total_reward:5451.10 total_reward_ma:3772.93 loss:-14.17 fps:128.6 +frame:1.68e+06 wall_t:13066 t:105000 epi:nan +opt_step:314814 lr:0.0003 alpha:0.03196 +2026-02-13 03:13:22 | INFO | PID:1397 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_riverraid_t0_s1 [train] +total_reward:5478.70 total_reward_ma:3802.77 loss:-14.19 fps:128.6 +frame:1.69e+06 wall_t:13144 t:105625 epi:nan +opt_step:316689 lr:0.0003 alpha:0.03203 +2026-02-13 03:14:39 | INFO | PID:1397 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_riverraid_t0_s1 [train] +total_reward:5564.20 total_reward_ma:3833.46 loss:-13.88 fps:128.6 +frame:1.70e+06 wall_t:13221 t:106250 epi:nan +opt_step:318564 lr:0.0003 alpha:0.03221 +2026-02-13 03:15:56 | INFO | PID:1397 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_riverraid_t0_s1 [train] +total_reward:5695.50 total_reward_ma:3865.33 loss:-14.48 fps:128.6 +frame:1.71e+06 wall_t:13298 t:106875 epi:nan +opt_step:320439 lr:0.0003 alpha:0.03207 +2026-02-13 03:17:13 | INFO | PID:1397 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_riverraid_t0_s1 [train] +total_reward:5725.00 total_reward_ma:3897.50 loss:-14.39 fps:128.6 +frame:1.72e+06 wall_t:13374 t:107500 epi:nan +opt_step:322314 lr:0.0003 alpha:0.03209 +2026-02-13 03:18:30 | INFO | PID:1397 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_riverraid_t0_s1 [train] +total_reward:5789.70 total_reward_ma:3930.23 loss:-14.28 fps:128.6 +frame:1.73e+06 wall_t:13451 t:108125 epi:nan +opt_step:324189 lr:0.0003 alpha:0.03208 +2026-02-13 03:19:46 | INFO | PID:1397 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_riverraid_t0_s1 [train] +total_reward:5764.60 total_reward_ma:3962.59 loss:-13.97 fps:128.6 +frame:1.74e+06 wall_t:13528 t:108750 epi:nan +opt_step:326064 lr:0.0003 alpha:0.0321 +2026-02-13 03:21:03 | INFO | PID:1397 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_riverraid_t0_s1 [train] +total_reward:5846.90 total_reward_ma:3995.69 loss:-14.23 fps:128.6 +frame:1.75e+06 wall_t:13604 t:109375 epi:nan +opt_step:327939 lr:0.0003 alpha:0.0321 +2026-02-13 03:22:19 | INFO | PID:1397 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_riverraid_t0_s1 [train] +total_reward:5862.30 total_reward_ma:4028.88 loss:-13.33 fps:128.6 +frame:1.76e+06 wall_t:13681 t:110000 epi:nan +opt_step:329814 lr:0.0003 alpha:0.03136 +2026-02-13 03:23:36 | INFO | PID:1397 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_riverraid_t0_s1 [train] +total_reward:5934.40 total_reward_ma:4062.85 loss:-14.02 fps:128.7 +frame:1.77e+06 wall_t:13757 t:110625 epi:nan +opt_step:331689 lr:0.0003 alpha:0.03183 +2026-02-13 03:24:53 | INFO | PID:1397 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_riverraid_t0_s1 [train] +total_reward:5969.10 total_reward_ma:4097.13 loss:-13.64 fps:128.7 +frame:1.78e+06 wall_t:13834 t:111250 epi:nan +opt_step:333564 lr:0.0003 alpha:0.03235 +2026-02-13 03:26:10 | INFO | PID:1397 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_riverraid_t0_s1 [train] +total_reward:6058.90 total_reward_ma:4132.48 loss:-13.63 fps:128.7 +frame:1.79e+06 wall_t:13912 t:111875 epi:nan +opt_step:335439 lr:0.0003 alpha:0.0319 +2026-02-13 03:27:27 | INFO | PID:1397 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_riverraid_t0_s1 [train] +total_reward:6091.20 total_reward_ma:4168.15 loss:-13.23 fps:128.7 +frame:1.80e+06 wall_t:13988 t:112500 epi:nan +opt_step:337314 lr:0.0003 alpha:0.03217 +2026-02-13 03:28:44 | INFO | PID:1397 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_riverraid_t0_s1 [train] +total_reward:5985.20 total_reward_ma:4202.69 loss:-13.86 fps:128.7 +frame:1.81e+06 wall_t:14065 t:113125 epi:nan +opt_step:339189 lr:0.0003 alpha:0.03195 +2026-02-13 03:30:01 | INFO | PID:1397 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_riverraid_t0_s1 [train] +total_reward:5994.60 total_reward_ma:4237.26 loss:-14.01 fps:128.7 +frame:1.82e+06 wall_t:14142 t:113750 epi:nan +opt_step:341064 lr:0.0003 alpha:0.03142 +2026-02-13 03:31:18 | INFO | PID:1397 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_riverraid_t0_s1 [train] +total_reward:6037.20 total_reward_ma:4272.18 loss:-13.68 fps:128.7 +frame:1.83e+06 wall_t:14219 t:114375 epi:nan +opt_step:342939 lr:0.0003 alpha:0.0314 +2026-02-13 03:32:35 | INFO | PID:1397 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_riverraid_t0_s1 [train] +total_reward:6016.10 total_reward_ma:4306.96 loss:-14 fps:128.7 +frame:1.84e+06 wall_t:14296 t:115000 epi:nan +opt_step:344814 lr:0.0003 alpha:0.03161 +2026-02-13 03:33:51 | INFO | PID:1397 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_riverraid_t0_s1 [train] +total_reward:6018.70 total_reward_ma:4341.73 loss:-13.49 fps:128.7 +frame:1.85e+06 wall_t:14373 t:115625 epi:nan +opt_step:346689 lr:0.0003 alpha:0.03212 +2026-02-13 03:35:08 | INFO | PID:1397 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_riverraid_t0_s1 [train] +total_reward:6010.20 total_reward_ma:4376.42 loss:-14.12 fps:128.7 +frame:1.86e+06 wall_t:14450 t:116250 epi:nan +opt_step:348564 lr:0.0003 alpha:0.03214 +2026-02-13 03:36:25 | INFO | PID:1397 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_riverraid_t0_s1 [train] +total_reward:5975.10 total_reward_ma:4410.61 loss:-13.61 fps:128.7 +frame:1.87e+06 wall_t:14526 t:116875 epi:nan +opt_step:350439 lr:0.0003 alpha:0.03278 +2026-02-13 03:37:41 | INFO | PID:1397 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_riverraid_t0_s1 [train] +total_reward:5918.80 total_reward_ma:4444.10 loss:-14.34 fps:128.7 +frame:1.88e+06 wall_t:14603 t:117500 epi:nan +opt_step:352314 lr:0.0003 alpha:0.03267 +2026-02-13 03:38:57 | INFO | PID:1397 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_riverraid_t0_s1 [train] +total_reward:5878.70 total_reward_ma:4477.10 loss:-13.72 fps:128.8 +frame:1.89e+06 wall_t:14679 t:118125 epi:nan +opt_step:354189 lr:0.0003 alpha:0.03325 +2026-02-13 03:40:14 | INFO | PID:1397 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_riverraid_t0_s1 [train] +total_reward:5656.50 total_reward_ma:4507.63 loss:-14.29 fps:128.8 +frame:1.90e+06 wall_t:14756 t:118750 epi:nan +opt_step:356064 lr:0.0003 alpha:0.03445 +2026-02-13 03:41:31 | INFO | PID:1397 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_riverraid_t0_s1 [train] +total_reward:5637.30 total_reward_ma:4537.88 loss:-14.53 fps:128.8 +frame:1.91e+06 wall_t:14833 t:119375 epi:nan +opt_step:357939 lr:0.0003 alpha:0.03533 +2026-02-13 03:42:48 | INFO | PID:1397 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_riverraid_t0_s1 [train] +total_reward:5451.70 total_reward_ma:4566.24 loss:-15.01 fps:128.8 +frame:1.92e+06 wall_t:14909 t:120000 epi:nan +opt_step:359814 lr:0.0003 alpha:0.03562 +2026-02-13 03:44:04 | INFO | PID:1397 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_riverraid_t0_s1 [train] +total_reward:5464.20 total_reward_ma:4594.50 loss:-14.98 fps:128.8 +frame:1.93e+06 wall_t:14986 t:120625 epi:nan +opt_step:361689 lr:0.0003 alpha:0.03536 +2026-02-13 03:45:21 | INFO | PID:1397 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_riverraid_t0_s1 [train] +total_reward:5395.80 total_reward_ma:4622.06 loss:-16.03 fps:128.8 +frame:1.94e+06 wall_t:15063 t:121250 epi:nan +opt_step:363564 lr:0.0003 alpha:0.03738 +2026-02-13 03:46:38 | INFO | PID:1397 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_riverraid_t0_s1 [train] +total_reward:5240.50 total_reward_ma:4647.86 loss:-16.47 fps:128.8 +frame:1.95e+06 wall_t:15140 t:121875 epi:nan +opt_step:365439 lr:0.0003 alpha:0.03794 +2026-02-13 03:47:55 | INFO | PID:1397 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_riverraid_t0_s1 [train] +total_reward:5104.40 total_reward_ma:4672.28 loss:-16.58 fps:128.8 +frame:1.96e+06 wall_t:15217 t:122500 epi:nan +opt_step:367314 lr:0.0003 alpha:0.03856 +2026-02-13 03:49:12 | INFO | PID:1397 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_riverraid_t0_s1 [train] +total_reward:4877.30 total_reward_ma:4694.36 loss:-16.57 fps:128.8 +frame:1.97e+06 wall_t:15293 t:123125 epi:nan +opt_step:369189 lr:0.0003 alpha:0.03914 +2026-02-13 03:50:29 | INFO | PID:1397 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_riverraid_t0_s1 [train] +total_reward:4713.60 total_reward_ma:4714.75 loss:-17.39 fps:128.8 +frame:1.98e+06 wall_t:15371 t:123750 epi:nan +opt_step:371064 lr:0.0003 alpha:0.03981 +2026-02-13 03:51:46 | INFO | PID:1397 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_riverraid_t0_s1 [train] +total_reward:4586.40 total_reward_ma:4734.01 loss:-17.97 fps:128.8 +frame:1.99e+06 wall_t:15447 t:124375 epi:nan +opt_step:372939 lr:0.0003 alpha:0.04086 +2026-02-13 03:53:00 | INFO | PID:1397 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_riverraid_t0_s1 [train] +total_reward:4430.00 total_reward_ma:4751.54 loss:-18.01 fps:128.8 +frame:2.00e+06 wall_t:15522 t:125000 epi:nan +opt_step:374814 lr:0.0003 alpha:0.04252 +2026-02-13 03:53:01 | INFO | PID:1397 | slm_lab.lib.logger:info | Session 1 done diff --git a/data/sac_atari_riverraid_2026_02_12_233410/log/sac_atari_riverraid_t0_s2.log b/data/sac_atari_riverraid_2026_02_12_233410/log/sac_atari_riverraid_t0_s2.log new file mode 100644 index 0000000000000000000000000000000000000000..425058dad38180d4421406f47e26830b5b30b303 --- /dev/null +++ b/data/sac_atari_riverraid_2026_02_12_233410/log/sac_atari_riverraid_t0_s2.log @@ -0,0 +1,802 @@ +2026-02-12 23:34:15 | INFO | PID:1398 | slm_lab.env:_make_vector_env | AtariVectorEnv: 16 envs, native preprocessing +2026-02-12 23:36:08 | INFO | PID:1398 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_riverraid_t0_s2 [train] +total_reward:910.00 total_reward_ma:910.00 loss:-19.05 fps:90.91 +frame:1.00e+04 wall_t:110 t:625 epi:nan +opt_step:1689 lr:0.0003 alpha:0.6311 +2026-02-12 23:37:25 | INFO | PID:1398 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_riverraid_t0_s2 [train] +total_reward:1388.50 total_reward_ma:1149.25 loss:-28.05 fps:107 +frame:2.00e+04 wall_t:187 t:1250 epi:nan +opt_step:3564 lr:0.0003 alpha:0.4038 +2026-02-12 23:38:44 | INFO | PID:1398 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_riverraid_t0_s2 [train] +total_reward:1469.39 total_reward_ma:1255.96 loss:-34.08 fps:112.8 +frame:3.00e+04 wall_t:266 t:1875 epi:nan +opt_step:5439 lr:0.0003 alpha:0.2647 +2026-02-12 23:40:03 | INFO | PID:1398 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_riverraid_t0_s2 [train] +total_reward:1519.79 total_reward_ma:1321.92 loss:-35.35 fps:115.9 +frame:4.00e+04 wall_t:345 t:2500 epi:nan +opt_step:7314 lr:0.0003 alpha:0.175 +2026-02-12 23:41:22 | INFO | PID:1398 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_riverraid_t0_s2 [train] +total_reward:1515.40 total_reward_ma:1360.62 loss:-36.18 fps:117.9 +frame:5.00e+04 wall_t:424 t:3125 epi:nan +opt_step:9189 lr:0.0003 alpha:0.1163 +2026-02-12 23:42:40 | INFO | PID:1398 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_riverraid_t0_s2 [train] +total_reward:1528.77 total_reward_ma:1388.64 loss:-34.94 fps:119.5 +frame:6.00e+04 wall_t:502 t:3750 epi:nan +opt_step:11064 lr:0.0003 alpha:0.07762 +2026-02-12 23:43:58 | INFO | PID:1398 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_riverraid_t0_s2 [train] +total_reward:1564.07 total_reward_ma:1413.70 loss:-33.69 fps:120.7 +frame:7.00e+04 wall_t:580 t:4375 epi:nan +opt_step:12939 lr:0.0003 alpha:0.05223 +2026-02-12 23:45:16 | INFO | PID:1398 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_riverraid_t0_s2 [train] +total_reward:1583.13 total_reward_ma:1434.88 loss:-31.75 fps:121.6 +frame:8.00e+04 wall_t:658 t:5000 epi:nan +opt_step:14814 lr:0.0003 alpha:0.03561 +2026-02-12 23:46:35 | INFO | PID:1398 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_riverraid_t0_s2 [train] +total_reward:1611.40 total_reward_ma:1454.49 loss:-29.83 fps:122.1 +frame:9.00e+04 wall_t:737 t:5625 epi:nan +opt_step:16689 lr:0.0003 alpha:0.02481 +2026-02-12 23:47:53 | INFO | PID:1398 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_riverraid_t0_s2 [train] +total_reward:1593.30 total_reward_ma:1468.38 loss:-27.64 fps:122.7 +frame:1.00e+05 wall_t:815 t:6250 epi:nan +opt_step:18564 lr:0.0003 alpha:0.01772 +2026-02-12 23:49:11 | INFO | PID:1398 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_riverraid_t0_s2 [train] +total_reward:1544.00 total_reward_ma:1475.25 loss:-24.83 fps:123.2 +frame:1.10e+05 wall_t:893 t:6875 epi:nan +opt_step:20439 lr:0.0003 alpha:0.01404 +2026-02-12 23:50:30 | INFO | PID:1398 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_riverraid_t0_s2 [train] +total_reward:1467.10 total_reward_ma:1474.57 loss:-23.13 fps:123.5 +frame:1.20e+05 wall_t:972 t:7500 epi:nan +opt_step:22314 lr:0.0003 alpha:0.01277 +2026-02-12 23:51:48 | INFO | PID:1398 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_riverraid_t0_s2 [train] +total_reward:1395.80 total_reward_ma:1468.51 loss:-21.5 fps:123.8 +frame:1.30e+05 wall_t:1050 t:8125 epi:nan +opt_step:24189 lr:0.0003 alpha:0.01377 +2026-02-12 23:53:06 | INFO | PID:1398 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_riverraid_t0_s2 [train] +total_reward:1418.10 total_reward_ma:1464.91 loss:-19.54 fps:124.1 +frame:1.40e+05 wall_t:1128 t:8750 epi:nan +opt_step:26064 lr:0.0003 alpha:0.01608 +2026-02-12 23:54:24 | INFO | PID:1398 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_riverraid_t0_s2 [train] +total_reward:1371.60 total_reward_ma:1458.69 loss:-18.38 fps:124.4 +frame:1.50e+05 wall_t:1206 t:9375 epi:nan +opt_step:27939 lr:0.0003 alpha:0.01431 +2026-02-12 23:55:42 | INFO | PID:1398 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_riverraid_t0_s2 [train] +total_reward:1353.30 total_reward_ma:1452.10 loss:-16.9 fps:124.6 +frame:1.60e+05 wall_t:1284 t:10000 epi:nan +opt_step:29814 lr:0.0003 alpha:0.01506 +2026-02-12 23:57:01 | INFO | PID:1398 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_riverraid_t0_s2 [train] +total_reward:1376.80 total_reward_ma:1447.67 loss:-15.86 fps:124.7 +frame:1.70e+05 wall_t:1363 t:10625 epi:nan +opt_step:31689 lr:0.0003 alpha:0.01442 +2026-02-12 23:58:20 | INFO | PID:1398 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_riverraid_t0_s2 [train] +total_reward:1378.40 total_reward_ma:1443.83 loss:-15.62 fps:124.8 +frame:1.80e+05 wall_t:1442 t:11250 epi:nan +opt_step:33564 lr:0.0003 alpha:0.01529 +2026-02-12 23:59:38 | INFO | PID:1398 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_riverraid_t0_s2 [train] +total_reward:1384.40 total_reward_ma:1440.70 loss:-13.96 fps:125 +frame:1.90e+05 wall_t:1520 t:11875 epi:nan +opt_step:35439 lr:0.0003 alpha:0.01531 +2026-02-13 00:00:57 | INFO | PID:1398 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_riverraid_t0_s2 [train] +total_reward:1398.30 total_reward_ma:1438.58 loss:-14.14 fps:125.1 +frame:2.00e+05 wall_t:1599 t:12500 epi:nan +opt_step:37314 lr:0.0003 alpha:0.01527 +2026-02-13 00:02:15 | INFO | PID:1398 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_riverraid_t0_s2 [train] +total_reward:1395.00 total_reward_ma:1436.50 loss:-13.24 fps:125.2 +frame:2.10e+05 wall_t:1677 t:13125 epi:nan +opt_step:39189 lr:0.0003 alpha:0.01688 +2026-02-13 00:03:34 | INFO | PID:1398 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_riverraid_t0_s2 [train] +total_reward:1438.50 total_reward_ma:1436.59 loss:-12.74 fps:125.3 +frame:2.20e+05 wall_t:1756 t:13750 epi:nan +opt_step:41064 lr:0.0003 alpha:0.01853 +2026-02-13 00:04:52 | INFO | PID:1398 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_riverraid_t0_s2 [train] +total_reward:1526.60 total_reward_ma:1440.51 loss:-12.86 fps:125.4 +frame:2.30e+05 wall_t:1834 t:14375 epi:nan +opt_step:42939 lr:0.0003 alpha:0.02096 +2026-02-13 00:06:10 | INFO | PID:1398 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_riverraid_t0_s2 [train] +total_reward:1571.00 total_reward_ma:1445.94 loss:-12.44 fps:125.5 +frame:2.40e+05 wall_t:1912 t:15000 epi:nan +opt_step:44814 lr:0.0003 alpha:0.02198 +2026-02-13 00:07:28 | INFO | PID:1398 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_riverraid_t0_s2 [train] +total_reward:1657.20 total_reward_ma:1454.39 loss:-12.73 fps:125.6 +frame:2.50e+05 wall_t:1990 t:15625 epi:nan +opt_step:46689 lr:0.0003 alpha:0.0204 +2026-02-13 00:08:46 | INFO | PID:1398 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_riverraid_t0_s2 [train] +total_reward:1694.50 total_reward_ma:1463.63 loss:-12.12 fps:125.7 +frame:2.60e+05 wall_t:2068 t:16250 epi:nan +opt_step:48564 lr:0.0003 alpha:0.02198 +2026-02-13 00:10:04 | INFO | PID:1398 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_riverraid_t0_s2 [train] +total_reward:1881.20 total_reward_ma:1479.09 loss:-11.87 fps:125.8 +frame:2.70e+05 wall_t:2146 t:16875 epi:nan +opt_step:50439 lr:0.0003 alpha:0.02173 +2026-02-13 00:11:22 | INFO | PID:1398 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_riverraid_t0_s2 [train] +total_reward:1884.70 total_reward_ma:1493.58 loss:-12.67 fps:125.9 +frame:2.80e+05 wall_t:2224 t:17500 epi:nan +opt_step:52314 lr:0.0003 alpha:0.02224 +2026-02-13 00:12:40 | INFO | PID:1398 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_riverraid_t0_s2 [train] +total_reward:1947.10 total_reward_ma:1509.22 loss:-11.41 fps:126 +frame:2.90e+05 wall_t:2302 t:18125 epi:nan +opt_step:54189 lr:0.0003 alpha:0.02417 +2026-02-13 00:13:59 | INFO | PID:1398 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_riverraid_t0_s2 [train] +total_reward:1964.20 total_reward_ma:1524.39 loss:-11.34 fps:126 +frame:3.00e+05 wall_t:2381 t:18750 epi:nan +opt_step:56064 lr:0.0003 alpha:0.02432 +2026-02-13 00:15:17 | INFO | PID:1398 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_riverraid_t0_s2 [train] +total_reward:1952.70 total_reward_ma:1538.20 loss:-11.61 fps:126.1 +frame:3.10e+05 wall_t:2459 t:19375 epi:nan +opt_step:57939 lr:0.0003 alpha:0.02352 +2026-02-13 00:16:36 | INFO | PID:1398 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_riverraid_t0_s2 [train] +total_reward:1952.30 total_reward_ma:1551.14 loss:-12.09 fps:126.1 +frame:3.20e+05 wall_t:2538 t:20000 epi:nan +opt_step:59814 lr:0.0003 alpha:0.02334 +2026-02-13 00:17:54 | INFO | PID:1398 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_riverraid_t0_s2 [train] +total_reward:1946.80 total_reward_ma:1563.13 loss:-11.51 fps:126.1 +frame:3.30e+05 wall_t:2616 t:20625 epi:nan +opt_step:61689 lr:0.0003 alpha:0.02322 +2026-02-13 00:19:12 | INFO | PID:1398 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_riverraid_t0_s2 [train] +total_reward:1927.70 total_reward_ma:1573.85 loss:-12.32 fps:126.2 +frame:3.40e+05 wall_t:2694 t:21250 epi:nan +opt_step:63564 lr:0.0003 alpha:0.02234 +2026-02-13 00:20:30 | INFO | PID:1398 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_riverraid_t0_s2 [train] +total_reward:2003.60 total_reward_ma:1586.13 loss:-11.81 fps:126.3 +frame:3.50e+05 wall_t:2772 t:21875 epi:nan +opt_step:65439 lr:0.0003 alpha:0.02154 +2026-02-13 00:21:48 | INFO | PID:1398 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_riverraid_t0_s2 [train] +total_reward:2029.40 total_reward_ma:1598.45 loss:-11.69 fps:126.3 +frame:3.60e+05 wall_t:2850 t:22500 epi:nan +opt_step:67314 lr:0.0003 alpha:0.02159 +2026-02-13 00:23:06 | INFO | PID:1398 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_riverraid_t0_s2 [train] +total_reward:2061.50 total_reward_ma:1610.96 loss:-11.36 fps:126.4 +frame:3.70e+05 wall_t:2928 t:23125 epi:nan +opt_step:69189 lr:0.0003 alpha:0.02219 +2026-02-13 00:24:24 | INFO | PID:1398 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_riverraid_t0_s2 [train] +total_reward:2113.60 total_reward_ma:1624.19 loss:-11.72 fps:126.4 +frame:3.80e+05 wall_t:3006 t:23750 epi:nan +opt_step:71064 lr:0.0003 alpha:0.02323 +2026-02-13 00:25:42 | INFO | PID:1398 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_riverraid_t0_s2 [train] +total_reward:2161.10 total_reward_ma:1637.96 loss:-11.15 fps:126.5 +frame:3.90e+05 wall_t:3084 t:24375 epi:nan +opt_step:72939 lr:0.0003 alpha:0.02322 +2026-02-13 00:27:01 | INFO | PID:1398 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_riverraid_t0_s2 [train] +total_reward:2192.50 total_reward_ma:1651.82 loss:-11.01 fps:126.5 +frame:4.00e+05 wall_t:3163 t:25000 epi:nan +opt_step:74814 lr:0.0003 alpha:0.02242 +2026-02-13 00:28:18 | INFO | PID:1398 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_riverraid_t0_s2 [train] +total_reward:2220.90 total_reward_ma:1665.70 loss:-11.13 fps:126.5 +frame:4.10e+05 wall_t:3240 t:25625 epi:nan +opt_step:76689 lr:0.0003 alpha:0.02355 +2026-02-13 00:29:37 | INFO | PID:1398 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_riverraid_t0_s2 [train] +total_reward:2256.40 total_reward_ma:1679.76 loss:-10.91 fps:126.5 +frame:4.20e+05 wall_t:3319 t:26250 epi:nan +opt_step:78564 lr:0.0003 alpha:0.02227 +2026-02-13 00:30:55 | INFO | PID:1398 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_riverraid_t0_s2 [train] +total_reward:2295.50 total_reward_ma:1694.08 loss:-11.01 fps:126.6 +frame:4.30e+05 wall_t:3397 t:26875 epi:nan +opt_step:80439 lr:0.0003 alpha:0.02123 +2026-02-13 00:32:13 | INFO | PID:1398 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_riverraid_t0_s2 [train] +total_reward:2308.10 total_reward_ma:1708.04 loss:-11.08 fps:126.6 +frame:4.40e+05 wall_t:3475 t:27500 epi:nan +opt_step:82314 lr:0.0003 alpha:0.02133 +2026-02-13 00:33:31 | INFO | PID:1398 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_riverraid_t0_s2 [train] +total_reward:2306.70 total_reward_ma:1721.34 loss:-10.51 fps:126.7 +frame:4.50e+05 wall_t:3553 t:28125 epi:nan +opt_step:84189 lr:0.0003 alpha:0.02019 +2026-02-13 00:34:49 | INFO | PID:1398 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_riverraid_t0_s2 [train] +total_reward:2307.20 total_reward_ma:1734.08 loss:-10.64 fps:126.7 +frame:4.60e+05 wall_t:3631 t:28750 epi:nan +opt_step:86064 lr:0.0003 alpha:0.02085 +2026-02-13 00:36:07 | INFO | PID:1398 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_riverraid_t0_s2 [train] +total_reward:2330.60 total_reward_ma:1746.77 loss:-9.729 fps:126.7 +frame:4.70e+05 wall_t:3709 t:29375 epi:nan +opt_step:87939 lr:0.0003 alpha:0.02002 +2026-02-13 00:37:25 | INFO | PID:1398 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_riverraid_t0_s2 [train] +total_reward:2332.20 total_reward_ma:1758.97 loss:-9.874 fps:126.7 +frame:4.80e+05 wall_t:3787 t:30000 epi:nan +opt_step:89814 lr:0.0003 alpha:0.0191 +2026-02-13 00:38:43 | INFO | PID:1398 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_riverraid_t0_s2 [train] +total_reward:2354.80 total_reward_ma:1771.13 loss:-10.04 fps:126.8 +frame:4.90e+05 wall_t:3865 t:30625 epi:nan +opt_step:91689 lr:0.0003 alpha:0.01839 +2026-02-13 00:40:01 | INFO | PID:1398 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_riverraid_t0_s2 [train] +total_reward:2377.00 total_reward_ma:1783.24 loss:-9.126 fps:126.8 +frame:5.00e+05 wall_t:3943 t:31250 epi:nan +opt_step:93564 lr:0.0003 alpha:0.01784 +2026-02-13 00:41:19 | INFO | PID:1398 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_riverraid_t0_s2 [train] +total_reward:2384.90 total_reward_ma:1795.04 loss:-8.712 fps:126.8 +frame:5.10e+05 wall_t:4021 t:31875 epi:nan +opt_step:95439 lr:0.0003 alpha:0.01672 +2026-02-13 00:42:37 | INFO | PID:1398 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_riverraid_t0_s2 [train] +total_reward:2397.10 total_reward_ma:1806.62 loss:-9.439 fps:126.9 +frame:5.20e+05 wall_t:4099 t:32500 epi:nan +opt_step:97314 lr:0.0003 alpha:0.01606 +2026-02-13 00:43:55 | INFO | PID:1398 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_riverraid_t0_s2 [train] +total_reward:2408.60 total_reward_ma:1817.98 loss:-8.653 fps:126.9 +frame:5.30e+05 wall_t:4177 t:33125 epi:nan +opt_step:99189 lr:0.0003 alpha:0.0155 +2026-02-13 00:45:13 | INFO | PID:1398 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_riverraid_t0_s2 [train] +total_reward:2434.80 total_reward_ma:1829.40 loss:-8.654 fps:126.9 +frame:5.40e+05 wall_t:4255 t:33750 epi:nan +opt_step:101064 lr:0.0003 alpha:0.01593 +2026-02-13 00:46:31 | INFO | PID:1398 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_riverraid_t0_s2 [train] +total_reward:2480.60 total_reward_ma:1841.24 loss:-8.974 fps:126.9 +frame:5.50e+05 wall_t:4333 t:34375 epi:nan +opt_step:102939 lr:0.0003 alpha:0.01518 +2026-02-13 00:47:49 | INFO | PID:1398 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_riverraid_t0_s2 [train] +total_reward:2526.80 total_reward_ma:1853.48 loss:-8.303 fps:127 +frame:5.60e+05 wall_t:4411 t:35000 epi:nan +opt_step:104814 lr:0.0003 alpha:0.01502 +2026-02-13 00:49:08 | INFO | PID:1398 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_riverraid_t0_s2 [train] +total_reward:2561.40 total_reward_ma:1865.90 loss:-7.676 fps:127 +frame:5.70e+05 wall_t:4489 t:35625 epi:nan +opt_step:106689 lr:0.0003 alpha:0.01497 +2026-02-13 00:50:25 | INFO | PID:1398 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_riverraid_t0_s2 [train] +total_reward:2587.20 total_reward_ma:1878.34 loss:-7.56 fps:127 +frame:5.80e+05 wall_t:4567 t:36250 epi:nan +opt_step:108564 lr:0.0003 alpha:0.01436 +2026-02-13 00:51:43 | INFO | PID:1398 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_riverraid_t0_s2 [train] +total_reward:2655.00 total_reward_ma:1891.50 loss:-7.578 fps:127 +frame:5.90e+05 wall_t:4645 t:36875 epi:nan +opt_step:110439 lr:0.0003 alpha:0.01461 +2026-02-13 00:53:01 | INFO | PID:1398 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_riverraid_t0_s2 [train] +total_reward:2725.40 total_reward_ma:1905.40 loss:-7.162 fps:127 +frame:6.00e+05 wall_t:4723 t:37500 epi:nan +opt_step:112314 lr:0.0003 alpha:0.01433 +2026-02-13 00:54:19 | INFO | PID:1398 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_riverraid_t0_s2 [train] +total_reward:2773.20 total_reward_ma:1919.63 loss:-7.334 fps:127.1 +frame:6.10e+05 wall_t:4801 t:38125 epi:nan +opt_step:114189 lr:0.0003 alpha:0.01406 +2026-02-13 00:55:37 | INFO | PID:1398 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_riverraid_t0_s2 [train] +total_reward:2827.30 total_reward_ma:1934.27 loss:-7.226 fps:127.1 +frame:6.20e+05 wall_t:4879 t:38750 epi:nan +opt_step:116064 lr:0.0003 alpha:0.01362 +2026-02-13 00:56:55 | INFO | PID:1398 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_riverraid_t0_s2 [train] +total_reward:2888.20 total_reward_ma:1949.41 loss:-7.595 fps:127.1 +frame:6.30e+05 wall_t:4957 t:39375 epi:nan +opt_step:117939 lr:0.0003 alpha:0.01356 +2026-02-13 00:58:14 | INFO | PID:1398 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_riverraid_t0_s2 [train] +total_reward:2909.30 total_reward_ma:1964.41 loss:-7.356 fps:127.1 +frame:6.40e+05 wall_t:5036 t:40000 epi:nan +opt_step:119814 lr:0.0003 alpha:0.01338 +2026-02-13 00:59:32 | INFO | PID:1398 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_riverraid_t0_s2 [train] +total_reward:2943.90 total_reward_ma:1979.47 loss:-7.478 fps:127.1 +frame:6.50e+05 wall_t:5114 t:40625 epi:nan +opt_step:121689 lr:0.0003 alpha:0.01381 +2026-02-13 01:00:50 | INFO | PID:1398 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_riverraid_t0_s2 [train] +total_reward:2996.00 total_reward_ma:1994.88 loss:-6.571 fps:127.1 +frame:6.60e+05 wall_t:5192 t:41250 epi:nan +opt_step:123564 lr:0.0003 alpha:0.0139 +2026-02-13 01:02:08 | INFO | PID:1398 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_riverraid_t0_s2 [train] +total_reward:3033.90 total_reward_ma:2010.38 loss:-7.091 fps:127.1 +frame:6.70e+05 wall_t:5270 t:41875 epi:nan +opt_step:125439 lr:0.0003 alpha:0.01423 +2026-02-13 01:03:27 | INFO | PID:1398 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_riverraid_t0_s2 [train] +total_reward:3042.60 total_reward_ma:2025.56 loss:-6.699 fps:127.1 +frame:6.80e+05 wall_t:5349 t:42500 epi:nan +opt_step:127314 lr:0.0003 alpha:0.01479 +2026-02-13 01:04:45 | INFO | PID:1398 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_riverraid_t0_s2 [train] +total_reward:3082.20 total_reward_ma:2040.88 loss:-6.483 fps:127.2 +frame:6.90e+05 wall_t:5426 t:43125 epi:nan +opt_step:129189 lr:0.0003 alpha:0.01446 +2026-02-13 01:06:02 | INFO | PID:1398 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_riverraid_t0_s2 [train] +total_reward:3120.10 total_reward_ma:2056.29 loss:-6.569 fps:127.2 +frame:7.00e+05 wall_t:5504 t:43750 epi:nan +opt_step:131064 lr:0.0003 alpha:0.01497 +2026-02-13 01:07:20 | INFO | PID:1398 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_riverraid_t0_s2 [train] +total_reward:3163.10 total_reward_ma:2071.88 loss:-6.799 fps:127.2 +frame:7.10e+05 wall_t:5582 t:44375 epi:nan +opt_step:132939 lr:0.0003 alpha:0.01492 +2026-02-13 01:08:38 | INFO | PID:1398 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_riverraid_t0_s2 [train] +total_reward:3194.50 total_reward_ma:2087.48 loss:-6.896 fps:127.2 +frame:7.20e+05 wall_t:5660 t:45000 epi:nan +opt_step:134814 lr:0.0003 alpha:0.01527 +2026-02-13 01:09:55 | INFO | PID:1398 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_riverraid_t0_s2 [train] +total_reward:3250.90 total_reward_ma:2103.41 loss:-7.147 fps:127.2 +frame:7.30e+05 wall_t:5737 t:45625 epi:nan +opt_step:136689 lr:0.0003 alpha:0.01601 +2026-02-13 01:11:13 | INFO | PID:1398 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_riverraid_t0_s2 [train] +total_reward:3285.90 total_reward_ma:2119.39 loss:-6.767 fps:127.3 +frame:7.40e+05 wall_t:5815 t:46250 epi:nan +opt_step:138564 lr:0.0003 alpha:0.01622 +2026-02-13 01:12:32 | INFO | PID:1398 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_riverraid_t0_s2 [train] +total_reward:3329.00 total_reward_ma:2135.52 loss:-7.012 fps:127.2 +frame:7.50e+05 wall_t:5894 t:46875 epi:nan +opt_step:140439 lr:0.0003 alpha:0.01665 +2026-02-13 01:13:50 | INFO | PID:1398 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_riverraid_t0_s2 [train] +total_reward:3365.60 total_reward_ma:2151.71 loss:-7.253 fps:127.3 +frame:7.60e+05 wall_t:5972 t:47500 epi:nan +opt_step:142314 lr:0.0003 alpha:0.01848 +2026-02-13 01:15:08 | INFO | PID:1398 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_riverraid_t0_s2 [train] +total_reward:3427.80 total_reward_ma:2168.28 loss:-7.492 fps:127.3 +frame:7.70e+05 wall_t:6050 t:48125 epi:nan +opt_step:144189 lr:0.0003 alpha:0.01852 +2026-02-13 01:16:26 | INFO | PID:1398 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_riverraid_t0_s2 [train] +total_reward:3419.90 total_reward_ma:2184.33 loss:-7.38 fps:127.3 +frame:7.80e+05 wall_t:6128 t:48750 epi:nan +opt_step:146064 lr:0.0003 alpha:0.01958 +2026-02-13 01:17:43 | INFO | PID:1398 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_riverraid_t0_s2 [train] +total_reward:3484.20 total_reward_ma:2200.78 loss:-8.039 fps:127.3 +frame:7.90e+05 wall_t:6205 t:49375 epi:nan +opt_step:147939 lr:0.0003 alpha:0.01984 +2026-02-13 01:19:02 | INFO | PID:1398 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_riverraid_t0_s2 [train] +total_reward:3557.80 total_reward_ma:2217.74 loss:-8.151 fps:127.3 +frame:8.00e+05 wall_t:6284 t:50000 epi:nan +opt_step:149814 lr:0.0003 alpha:0.02071 +2026-02-13 01:20:20 | INFO | PID:1398 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_riverraid_t0_s2 [train] +total_reward:3598.10 total_reward_ma:2234.78 loss:-8.339 fps:127.3 +frame:8.10e+05 wall_t:6362 t:50625 epi:nan +opt_step:151689 lr:0.0003 alpha:0.02122 +2026-02-13 01:21:37 | INFO | PID:1398 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_riverraid_t0_s2 [train] +total_reward:3645.90 total_reward_ma:2251.99 loss:-8.506 fps:127.3 +frame:8.20e+05 wall_t:6439 t:51250 epi:nan +opt_step:153564 lr:0.0003 alpha:0.02274 +2026-02-13 01:22:55 | INFO | PID:1398 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_riverraid_t0_s2 [train] +total_reward:3745.00 total_reward_ma:2269.98 loss:-8.966 fps:127.4 +frame:8.30e+05 wall_t:6517 t:51875 epi:nan +opt_step:155439 lr:0.0003 alpha:0.02374 +2026-02-13 01:24:12 | INFO | PID:1398 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_riverraid_t0_s2 [train] +total_reward:3801.30 total_reward_ma:2288.21 loss:-8.856 fps:127.4 +frame:8.40e+05 wall_t:6594 t:52500 epi:nan +opt_step:157314 lr:0.0003 alpha:0.02388 +2026-02-13 01:25:30 | INFO | PID:1398 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_riverraid_t0_s2 [train] +total_reward:3852.40 total_reward_ma:2306.61 loss:-9.222 fps:127.4 +frame:8.50e+05 wall_t:6672 t:53125 epi:nan +opt_step:159189 lr:0.0003 alpha:0.02439 +2026-02-13 01:26:48 | INFO | PID:1398 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_riverraid_t0_s2 [train] +total_reward:3931.80 total_reward_ma:2325.51 loss:-9.058 fps:127.4 +frame:8.60e+05 wall_t:6750 t:53750 epi:nan +opt_step:161064 lr:0.0003 alpha:0.02591 +2026-02-13 01:28:05 | INFO | PID:1398 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_riverraid_t0_s2 [train] +total_reward:3997.20 total_reward_ma:2344.72 loss:-9.483 fps:127.4 +frame:8.70e+05 wall_t:6827 t:54375 epi:nan +opt_step:162939 lr:0.0003 alpha:0.02632 +2026-02-13 01:29:23 | INFO | PID:1398 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_riverraid_t0_s2 [train] +total_reward:4111.40 total_reward_ma:2364.80 loss:-9.936 fps:127.4 +frame:8.80e+05 wall_t:6905 t:55000 epi:nan +opt_step:164814 lr:0.0003 alpha:0.0272 +2026-02-13 01:30:41 | INFO | PID:1398 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_riverraid_t0_s2 [train] +total_reward:4213.70 total_reward_ma:2385.57 loss:-10.56 fps:127.5 +frame:8.90e+05 wall_t:6983 t:55625 epi:nan +opt_step:166689 lr:0.0003 alpha:0.02818 +2026-02-13 01:32:00 | INFO | PID:1398 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_riverraid_t0_s2 [train] +total_reward:4306.30 total_reward_ma:2406.92 loss:-11.29 fps:127.4 +frame:9.00e+05 wall_t:7062 t:56250 epi:nan +opt_step:168564 lr:0.0003 alpha:0.02924 +2026-02-13 01:33:18 | INFO | PID:1398 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_riverraid_t0_s2 [train] +total_reward:4401.50 total_reward_ma:2428.83 loss:-10.91 fps:127.5 +frame:9.10e+05 wall_t:7139 t:56875 epi:nan +opt_step:170439 lr:0.0003 alpha:0.03021 +2026-02-13 01:34:36 | INFO | PID:1398 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_riverraid_t0_s2 [train] +total_reward:4485.30 total_reward_ma:2451.19 loss:-10.45 fps:127.5 +frame:9.20e+05 wall_t:7218 t:57500 epi:nan +opt_step:172314 lr:0.0003 alpha:0.0304 +2026-02-13 01:35:54 | INFO | PID:1398 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_riverraid_t0_s2 [train] +total_reward:4581.30 total_reward_ma:2474.09 loss:-11.49 fps:127.5 +frame:9.30e+05 wall_t:7296 t:58125 epi:nan +opt_step:174189 lr:0.0003 alpha:0.03037 +2026-02-13 01:37:11 | INFO | PID:1398 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_riverraid_t0_s2 [train] +total_reward:4634.50 total_reward_ma:2497.08 loss:-11.9 fps:127.5 +frame:9.40e+05 wall_t:7373 t:58750 epi:nan +opt_step:176064 lr:0.0003 alpha:0.03099 +2026-02-13 01:38:29 | INFO | PID:1398 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_riverraid_t0_s2 [train] +total_reward:4616.10 total_reward_ma:2519.38 loss:-11.64 fps:127.5 +frame:9.50e+05 wall_t:7451 t:59375 epi:nan +opt_step:177939 lr:0.0003 alpha:0.03098 +2026-02-13 01:39:47 | INFO | PID:1398 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_riverraid_t0_s2 [train] +total_reward:4712.80 total_reward_ma:2542.23 loss:-12.37 fps:127.5 +frame:9.60e+05 wall_t:7529 t:60000 epi:nan +opt_step:179814 lr:0.0003 alpha:0.03157 +2026-02-13 01:41:05 | INFO | PID:1398 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_riverraid_t0_s2 [train] +total_reward:4784.60 total_reward_ma:2565.35 loss:-12.35 fps:127.5 +frame:9.70e+05 wall_t:7607 t:60625 epi:nan +opt_step:181689 lr:0.0003 alpha:0.03211 +2026-02-13 01:42:23 | INFO | PID:1398 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_riverraid_t0_s2 [train] +total_reward:4827.00 total_reward_ma:2588.42 loss:-12.97 fps:127.5 +frame:9.80e+05 wall_t:7685 t:61250 epi:nan +opt_step:183564 lr:0.0003 alpha:0.03217 +2026-02-13 01:43:41 | INFO | PID:1398 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_riverraid_t0_s2 [train] +total_reward:4854.90 total_reward_ma:2611.32 loss:-12.6 fps:127.5 +frame:9.90e+05 wall_t:7763 t:61875 epi:nan +opt_step:185439 lr:0.0003 alpha:0.03238 +2026-02-13 01:44:59 | INFO | PID:1398 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_riverraid_t0_s2 [train] +total_reward:4865.20 total_reward_ma:2633.86 loss:-12.51 fps:127.5 +frame:1.00e+06 wall_t:7841 t:62500 epi:nan +opt_step:187314 lr:0.0003 alpha:0.03285 +2026-02-13 01:46:16 | INFO | PID:1398 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_riverraid_t0_s2 [train] +total_reward:4812.80 total_reward_ma:2672.88 loss:-13.91 fps:127.6 +frame:1.01e+06 wall_t:7918 t:63125 epi:nan +opt_step:189189 lr:0.0003 alpha:0.03246 +2026-02-13 01:47:34 | INFO | PID:1398 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_riverraid_t0_s2 [train] +total_reward:4801.40 total_reward_ma:2707.01 loss:-13.9 fps:127.6 +frame:1.02e+06 wall_t:7996 t:63750 epi:nan +opt_step:191064 lr:0.0003 alpha:0.03279 +2026-02-13 01:48:52 | INFO | PID:1398 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_riverraid_t0_s2 [train] +total_reward:4819.30 total_reward_ma:2740.51 loss:-12.99 fps:127.6 +frame:1.03e+06 wall_t:8074 t:64375 epi:nan +opt_step:192939 lr:0.0003 alpha:0.03275 +2026-02-13 01:50:10 | INFO | PID:1398 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_riverraid_t0_s2 [train] +total_reward:4768.50 total_reward_ma:2773.00 loss:-13.46 fps:127.6 +frame:1.04e+06 wall_t:8152 t:65000 epi:nan +opt_step:194814 lr:0.0003 alpha:0.0329 +2026-02-13 01:51:27 | INFO | PID:1398 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_riverraid_t0_s2 [train] +total_reward:4775.80 total_reward_ma:2805.60 loss:-12.95 fps:127.6 +frame:1.05e+06 wall_t:8229 t:65625 epi:nan +opt_step:196689 lr:0.0003 alpha:0.03245 +2026-02-13 01:52:45 | INFO | PID:1398 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_riverraid_t0_s2 [train] +total_reward:4830.10 total_reward_ma:2838.62 loss:-13.1 fps:127.6 +frame:1.06e+06 wall_t:8307 t:66250 epi:nan +opt_step:198564 lr:0.0003 alpha:0.03301 +2026-02-13 01:54:02 | INFO | PID:1398 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_riverraid_t0_s2 [train] +total_reward:4840.30 total_reward_ma:2871.38 loss:-13.53 fps:127.6 +frame:1.07e+06 wall_t:8384 t:66875 epi:nan +opt_step:200439 lr:0.0003 alpha:0.03295 +2026-02-13 01:55:19 | INFO | PID:1398 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_riverraid_t0_s2 [train] +total_reward:4750.60 total_reward_ma:2903.05 loss:-14.13 fps:127.6 +frame:1.08e+06 wall_t:8461 t:67500 epi:nan +opt_step:202314 lr:0.0003 alpha:0.033 +2026-02-13 01:56:37 | INFO | PID:1398 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_riverraid_t0_s2 [train] +total_reward:4800.40 total_reward_ma:2934.94 loss:-13.85 fps:127.7 +frame:1.09e+06 wall_t:8538 t:68125 epi:nan +opt_step:204189 lr:0.0003 alpha:0.03269 +2026-02-13 01:57:53 | INFO | PID:1398 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_riverraid_t0_s2 [train] +total_reward:4824.70 total_reward_ma:2967.26 loss:-13.46 fps:127.7 +frame:1.10e+06 wall_t:8615 t:68750 epi:nan +opt_step:206064 lr:0.0003 alpha:0.03312 +2026-02-13 01:59:10 | INFO | PID:1398 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_riverraid_t0_s2 [train] +total_reward:4885.10 total_reward_ma:3000.67 loss:-13.75 fps:127.7 +frame:1.11e+06 wall_t:8692 t:69375 epi:nan +opt_step:207939 lr:0.0003 alpha:0.03332 +2026-02-13 02:00:26 | INFO | PID:1398 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_riverraid_t0_s2 [train] +total_reward:4948.90 total_reward_ma:3035.49 loss:-14.53 fps:127.7 +frame:1.12e+06 wall_t:8768 t:70000 epi:nan +opt_step:209814 lr:0.0003 alpha:0.03293 +2026-02-13 02:01:43 | INFO | PID:1398 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_riverraid_t0_s2 [train] +total_reward:4994.90 total_reward_ma:3071.48 loss:-14.13 fps:127.8 +frame:1.13e+06 wall_t:8845 t:70625 epi:nan +opt_step:211689 lr:0.0003 alpha:0.03247 +2026-02-13 02:03:00 | INFO | PID:1398 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_riverraid_t0_s2 [train] +total_reward:5073.80 total_reward_ma:3108.04 loss:-14.57 fps:127.8 +frame:1.14e+06 wall_t:8922 t:71250 epi:nan +opt_step:213564 lr:0.0003 alpha:0.03318 +2026-02-13 02:04:17 | INFO | PID:1398 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_riverraid_t0_s2 [train] +total_reward:5090.30 total_reward_ma:3145.22 loss:-14.33 fps:127.8 +frame:1.15e+06 wall_t:8999 t:71875 epi:nan +opt_step:215439 lr:0.0003 alpha:0.03237 +2026-02-13 02:05:34 | INFO | PID:1398 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_riverraid_t0_s2 [train] +total_reward:5125.40 total_reward_ma:3182.94 loss:-14.24 fps:127.8 +frame:1.16e+06 wall_t:9075 t:72500 epi:nan +opt_step:217314 lr:0.0003 alpha:0.03244 +2026-02-13 02:06:51 | INFO | PID:1398 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_riverraid_t0_s2 [train] +total_reward:5225.90 total_reward_ma:3221.43 loss:-14.15 fps:127.8 +frame:1.17e+06 wall_t:9153 t:73125 epi:nan +opt_step:219189 lr:0.0003 alpha:0.03237 +2026-02-13 02:08:08 | INFO | PID:1398 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_riverraid_t0_s2 [train] +total_reward:5227.10 total_reward_ma:3259.92 loss:-14.68 fps:127.8 +frame:1.18e+06 wall_t:9230 t:73750 epi:nan +opt_step:221064 lr:0.0003 alpha:0.03162 +2026-02-13 02:09:25 | INFO | PID:1398 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_riverraid_t0_s2 [train] +total_reward:5239.40 total_reward_ma:3298.47 loss:-13.98 fps:127.9 +frame:1.19e+06 wall_t:9307 t:74375 epi:nan +opt_step:222939 lr:0.0003 alpha:0.03244 +2026-02-13 02:10:42 | INFO | PID:1398 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_riverraid_t0_s2 [train] +total_reward:5336.00 total_reward_ma:3337.85 loss:-14.22 fps:127.9 +frame:1.20e+06 wall_t:9383 t:75000 epi:nan +opt_step:224814 lr:0.0003 alpha:0.03227 +2026-02-13 02:11:58 | INFO | PID:1398 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_riverraid_t0_s2 [train] +total_reward:5427.10 total_reward_ma:3378.17 loss:-13.99 fps:127.9 +frame:1.21e+06 wall_t:9460 t:75625 epi:nan +opt_step:226689 lr:0.0003 alpha:0.03208 +2026-02-13 02:13:15 | INFO | PID:1398 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_riverraid_t0_s2 [train] +total_reward:5487.70 total_reward_ma:3418.66 loss:-14.61 fps:127.9 +frame:1.22e+06 wall_t:9537 t:76250 epi:nan +opt_step:228564 lr:0.0003 alpha:0.03128 +2026-02-13 02:14:32 | INFO | PID:1398 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_riverraid_t0_s2 [train] +total_reward:5530.50 total_reward_ma:3458.70 loss:-13.58 fps:127.9 +frame:1.23e+06 wall_t:9614 t:76875 epi:nan +opt_step:230439 lr:0.0003 alpha:0.03098 +2026-02-13 02:15:49 | INFO | PID:1398 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_riverraid_t0_s2 [train] +total_reward:5521.20 total_reward_ma:3498.20 loss:-14.08 fps:128 +frame:1.24e+06 wall_t:9691 t:77500 epi:nan +opt_step:232314 lr:0.0003 alpha:0.03208 +2026-02-13 02:17:06 | INFO | PID:1398 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_riverraid_t0_s2 [train] +total_reward:5524.70 total_reward_ma:3536.88 loss:-13.82 fps:128 +frame:1.25e+06 wall_t:9768 t:78125 epi:nan +opt_step:234189 lr:0.0003 alpha:0.03128 +2026-02-13 02:18:22 | INFO | PID:1398 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_riverraid_t0_s2 [train] +total_reward:5566.20 total_reward_ma:3575.59 loss:-14.51 fps:128 +frame:1.26e+06 wall_t:9844 t:78750 epi:nan +opt_step:236064 lr:0.0003 alpha:0.03035 +2026-02-13 02:19:39 | INFO | PID:1398 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_riverraid_t0_s2 [train] +total_reward:5559.10 total_reward_ma:3612.37 loss:-14.09 fps:128 +frame:1.27e+06 wall_t:9921 t:79375 epi:nan +opt_step:237939 lr:0.0003 alpha:0.03036 +2026-02-13 02:20:56 | INFO | PID:1398 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_riverraid_t0_s2 [train] +total_reward:5642.80 total_reward_ma:3649.95 loss:-13.47 fps:128 +frame:1.28e+06 wall_t:9998 t:80000 epi:nan +opt_step:239814 lr:0.0003 alpha:0.03052 +2026-02-13 02:22:13 | INFO | PID:1398 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_riverraid_t0_s2 [train] +total_reward:5594.70 total_reward_ma:3686.43 loss:-13.63 fps:128 +frame:1.29e+06 wall_t:10075 t:80625 epi:nan +opt_step:241689 lr:0.0003 alpha:0.02988 +2026-02-13 02:23:30 | INFO | PID:1398 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_riverraid_t0_s2 [train] +total_reward:5615.00 total_reward_ma:3722.94 loss:-13.51 fps:128.1 +frame:1.30e+06 wall_t:10152 t:81250 epi:nan +opt_step:243564 lr:0.0003 alpha:0.02979 +2026-02-13 02:24:47 | INFO | PID:1398 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_riverraid_t0_s2 [train] +total_reward:5637.70 total_reward_ma:3759.79 loss:-13.15 fps:128.1 +frame:1.31e+06 wall_t:10228 t:81875 epi:nan +opt_step:245439 lr:0.0003 alpha:0.02953 +2026-02-13 02:26:03 | INFO | PID:1398 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_riverraid_t0_s2 [train] +total_reward:5654.60 total_reward_ma:3796.81 loss:-13.36 fps:128.1 +frame:1.32e+06 wall_t:10305 t:82500 epi:nan +opt_step:247314 lr:0.0003 alpha:0.02886 +2026-02-13 02:27:19 | INFO | PID:1398 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_riverraid_t0_s2 [train] +total_reward:5655.50 total_reward_ma:3833.90 loss:-13.33 fps:128.1 +frame:1.33e+06 wall_t:10381 t:83125 epi:nan +opt_step:249189 lr:0.0003 alpha:0.0293 +2026-02-13 02:28:35 | INFO | PID:1398 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_riverraid_t0_s2 [train] +total_reward:5614.90 total_reward_ma:3870.77 loss:-13.4 fps:128.1 +frame:1.34e+06 wall_t:10457 t:83750 epi:nan +opt_step:251064 lr:0.0003 alpha:0.02942 +2026-02-13 02:29:52 | INFO | PID:1398 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_riverraid_t0_s2 [train] +total_reward:5582.20 total_reward_ma:3906.56 loss:-13.13 fps:128.2 +frame:1.35e+06 wall_t:10534 t:84375 epi:nan +opt_step:252939 lr:0.0003 alpha:0.02921 +2026-02-13 02:31:09 | INFO | PID:1398 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_riverraid_t0_s2 [train] +total_reward:5566.20 total_reward_ma:3941.92 loss:-13.15 fps:128.2 +frame:1.36e+06 wall_t:10611 t:85000 epi:nan +opt_step:254814 lr:0.0003 alpha:0.0291 +2026-02-13 02:32:25 | INFO | PID:1398 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_riverraid_t0_s2 [train] +total_reward:5581.60 total_reward_ma:3977.12 loss:-13.23 fps:128.2 +frame:1.37e+06 wall_t:10687 t:85625 epi:nan +opt_step:256689 lr:0.0003 alpha:0.02892 +2026-02-13 02:33:43 | INFO | PID:1398 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_riverraid_t0_s2 [train] +total_reward:5556.30 total_reward_ma:4011.55 loss:-13.33 fps:128.2 +frame:1.38e+06 wall_t:10765 t:86250 epi:nan +opt_step:258564 lr:0.0003 alpha:0.02913 +2026-02-13 02:34:59 | INFO | PID:1398 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_riverraid_t0_s2 [train] +total_reward:5579.50 total_reward_ma:4045.74 loss:-12.91 fps:128.2 +frame:1.39e+06 wall_t:10841 t:86875 epi:nan +opt_step:260439 lr:0.0003 alpha:0.02886 +2026-02-13 02:36:16 | INFO | PID:1398 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_riverraid_t0_s2 [train] +total_reward:5564.80 total_reward_ma:4079.46 loss:-12.58 fps:128.2 +frame:1.40e+06 wall_t:10918 t:87500 epi:nan +opt_step:262314 lr:0.0003 alpha:0.029 +2026-02-13 02:37:33 | INFO | PID:1398 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_riverraid_t0_s2 [train] +total_reward:5594.00 total_reward_ma:4113.19 loss:-13.15 fps:128.2 +frame:1.41e+06 wall_t:10995 t:88125 epi:nan +opt_step:264189 lr:0.0003 alpha:0.02927 +2026-02-13 02:38:49 | INFO | PID:1398 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_riverraid_t0_s2 [train] +total_reward:5661.90 total_reward_ma:4147.25 loss:-13.18 fps:128.3 +frame:1.42e+06 wall_t:11071 t:88750 epi:nan +opt_step:266064 lr:0.0003 alpha:0.02962 +2026-02-13 02:40:06 | INFO | PID:1398 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_riverraid_t0_s2 [train] +total_reward:5670.90 total_reward_ma:4181.00 loss:-13.46 fps:128.3 +frame:1.43e+06 wall_t:11147 t:89375 epi:nan +opt_step:267939 lr:0.0003 alpha:0.02945 +2026-02-13 02:41:22 | INFO | PID:1398 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_riverraid_t0_s2 [train] +total_reward:5660.90 total_reward_ma:4214.53 loss:-13.48 fps:128.3 +frame:1.44e+06 wall_t:11224 t:90000 epi:nan +opt_step:269814 lr:0.0003 alpha:0.03028 +2026-02-13 02:42:38 | INFO | PID:1398 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_riverraid_t0_s2 [train] +total_reward:5617.10 total_reward_ma:4247.63 loss:-13.11 fps:128.3 +frame:1.45e+06 wall_t:11300 t:90625 epi:nan +opt_step:271689 lr:0.0003 alpha:0.0299 +2026-02-13 02:43:55 | INFO | PID:1398 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_riverraid_t0_s2 [train] +total_reward:5643.40 total_reward_ma:4280.99 loss:-12.99 fps:128.3 +frame:1.46e+06 wall_t:11377 t:91250 epi:nan +opt_step:273564 lr:0.0003 alpha:0.02989 +2026-02-13 02:45:12 | INFO | PID:1398 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_riverraid_t0_s2 [train] +total_reward:5715.50 total_reward_ma:4314.84 loss:-13.19 fps:128.3 +frame:1.47e+06 wall_t:11454 t:91875 epi:nan +opt_step:275439 lr:0.0003 alpha:0.03057 +2026-02-13 02:46:28 | INFO | PID:1398 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_riverraid_t0_s2 [train] +total_reward:5744.20 total_reward_ma:4348.96 loss:-13.34 fps:128.4 +frame:1.48e+06 wall_t:11530 t:92500 epi:nan +opt_step:277314 lr:0.0003 alpha:0.02959 +2026-02-13 02:47:45 | INFO | PID:1398 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_riverraid_t0_s2 [train] +total_reward:5765.20 total_reward_ma:4383.07 loss:-13.31 fps:128.4 +frame:1.49e+06 wall_t:11607 t:93125 epi:nan +opt_step:279189 lr:0.0003 alpha:0.02972 +2026-02-13 02:49:01 | INFO | PID:1398 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_riverraid_t0_s2 [train] +total_reward:5710.90 total_reward_ma:4416.40 loss:-13.31 fps:128.4 +frame:1.50e+06 wall_t:11683 t:93750 epi:nan +opt_step:281064 lr:0.0003 alpha:0.0299 +2026-02-13 02:50:17 | INFO | PID:1398 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_riverraid_t0_s2 [train] +total_reward:5760.50 total_reward_ma:4450.16 loss:-13.19 fps:128.4 +frame:1.51e+06 wall_t:11759 t:94375 epi:nan +opt_step:282939 lr:0.0003 alpha:0.03065 +2026-02-13 02:51:34 | INFO | PID:1398 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_riverraid_t0_s2 [train] +total_reward:5772.50 total_reward_ma:4483.91 loss:-13.14 fps:128.4 +frame:1.52e+06 wall_t:11836 t:95000 epi:nan +opt_step:284814 lr:0.0003 alpha:0.03029 +2026-02-13 02:52:50 | INFO | PID:1398 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_riverraid_t0_s2 [train] +total_reward:5777.10 total_reward_ma:4517.60 loss:-13.58 fps:128.4 +frame:1.53e+06 wall_t:11912 t:95625 epi:nan +opt_step:286689 lr:0.0003 alpha:0.02962 +2026-02-13 02:54:06 | INFO | PID:1398 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_riverraid_t0_s2 [train] +total_reward:5763.40 total_reward_ma:4550.89 loss:-13.54 fps:128.5 +frame:1.54e+06 wall_t:11988 t:96250 epi:nan +opt_step:288564 lr:0.0003 alpha:0.03018 +2026-02-13 02:55:23 | INFO | PID:1398 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_riverraid_t0_s2 [train] +total_reward:5804.70 total_reward_ma:4584.13 loss:-13.31 fps:128.5 +frame:1.55e+06 wall_t:12065 t:96875 epi:nan +opt_step:290439 lr:0.0003 alpha:0.0299 +2026-02-13 02:56:40 | INFO | PID:1398 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_riverraid_t0_s2 [train] +total_reward:5818.10 total_reward_ma:4617.04 loss:-13.55 fps:128.5 +frame:1.56e+06 wall_t:12142 t:97500 epi:nan +opt_step:292314 lr:0.0003 alpha:0.02987 +2026-02-13 02:57:57 | INFO | PID:1398 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_riverraid_t0_s2 [train] +total_reward:5826.40 total_reward_ma:4649.69 loss:-13.22 fps:128.5 +frame:1.57e+06 wall_t:12219 t:98125 epi:nan +opt_step:294189 lr:0.0003 alpha:0.0301 +2026-02-13 02:59:13 | INFO | PID:1398 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_riverraid_t0_s2 [train] +total_reward:5934.50 total_reward_ma:4683.16 loss:-13.97 fps:128.5 +frame:1.58e+06 wall_t:12295 t:98750 epi:nan +opt_step:296064 lr:0.0003 alpha:0.0306 +2026-02-13 03:00:29 | INFO | PID:1398 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_riverraid_t0_s2 [train] +total_reward:6005.60 total_reward_ma:4716.67 loss:-13.29 fps:128.5 +frame:1.59e+06 wall_t:12371 t:99375 epi:nan +opt_step:297939 lr:0.0003 alpha:0.0301 +2026-02-13 03:01:47 | INFO | PID:1398 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_riverraid_t0_s2 [train] +total_reward:6048.20 total_reward_ma:4749.90 loss:-13.76 fps:128.5 +frame:1.60e+06 wall_t:12449 t:100000 epi:nan +opt_step:299814 lr:0.0003 alpha:0.02941 +2026-02-13 03:03:04 | INFO | PID:1398 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_riverraid_t0_s2 [train] +total_reward:6056.70 total_reward_ma:4782.73 loss:-13.62 fps:128.5 +frame:1.61e+06 wall_t:12526 t:100625 epi:nan +opt_step:301689 lr:0.0003 alpha:0.02946 +2026-02-13 03:04:20 | INFO | PID:1398 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_riverraid_t0_s2 [train] +total_reward:6117.80 total_reward_ma:4815.64 loss:-13.71 fps:128.6 +frame:1.62e+06 wall_t:12602 t:101250 epi:nan +opt_step:303564 lr:0.0003 alpha:0.02973 +2026-02-13 03:05:37 | INFO | PID:1398 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_riverraid_t0_s2 [train] +total_reward:6120.20 total_reward_ma:4847.96 loss:-13.18 fps:128.6 +frame:1.63e+06 wall_t:12679 t:101875 epi:nan +opt_step:305439 lr:0.0003 alpha:0.0294 +2026-02-13 03:06:54 | INFO | PID:1398 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_riverraid_t0_s2 [train] +total_reward:6233.70 total_reward_ma:4881.20 loss:-13.73 fps:128.6 +frame:1.64e+06 wall_t:12756 t:102500 epi:nan +opt_step:307314 lr:0.0003 alpha:0.03024 +2026-02-13 03:08:10 | INFO | PID:1398 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_riverraid_t0_s2 [train] +total_reward:6294.80 total_reward_ma:4914.71 loss:-13.45 fps:128.6 +frame:1.65e+06 wall_t:12832 t:103125 epi:nan +opt_step:309189 lr:0.0003 alpha:0.03057 +2026-02-13 03:09:27 | INFO | PID:1398 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_riverraid_t0_s2 [train] +total_reward:6254.60 total_reward_ma:4947.30 loss:-13.94 fps:128.6 +frame:1.66e+06 wall_t:12909 t:103750 epi:nan +opt_step:311064 lr:0.0003 alpha:0.03044 +2026-02-13 03:10:43 | INFO | PID:1398 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_riverraid_t0_s2 [train] +total_reward:6375.60 total_reward_ma:4980.71 loss:-13.98 fps:128.6 +frame:1.67e+06 wall_t:12985 t:104375 epi:nan +opt_step:312939 lr:0.0003 alpha:0.02993 +2026-02-13 03:12:00 | INFO | PID:1398 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_riverraid_t0_s2 [train] +total_reward:6458.30 total_reward_ma:5014.87 loss:-13.85 fps:128.6 +frame:1.68e+06 wall_t:13062 t:105000 epi:nan +opt_step:314814 lr:0.0003 alpha:0.02978 +2026-02-13 03:13:16 | INFO | PID:1398 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_riverraid_t0_s2 [train] +total_reward:6506.70 total_reward_ma:5049.12 loss:-13.55 fps:128.6 +frame:1.69e+06 wall_t:13138 t:105625 epi:nan +opt_step:316689 lr:0.0003 alpha:0.03035 +2026-02-13 03:14:33 | INFO | PID:1398 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_riverraid_t0_s2 [train] +total_reward:6658.70 total_reward_ma:5084.50 loss:-13.63 fps:128.6 +frame:1.70e+06 wall_t:13215 t:106250 epi:nan +opt_step:318564 lr:0.0003 alpha:0.02984 +2026-02-13 03:15:50 | INFO | PID:1398 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_riverraid_t0_s2 [train] +total_reward:6626.20 total_reward_ma:5119.13 loss:-12.9 fps:128.6 +frame:1.71e+06 wall_t:13292 t:106875 epi:nan +opt_step:320439 lr:0.0003 alpha:0.02987 +2026-02-13 03:17:06 | INFO | PID:1398 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_riverraid_t0_s2 [train] +total_reward:6577.00 total_reward_ma:5152.96 loss:-13.5 fps:128.7 +frame:1.72e+06 wall_t:13368 t:107500 epi:nan +opt_step:322314 lr:0.0003 alpha:0.02951 +2026-02-13 03:18:22 | INFO | PID:1398 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_riverraid_t0_s2 [train] +total_reward:6497.00 total_reward_ma:5185.42 loss:-13.51 fps:128.7 +frame:1.73e+06 wall_t:13444 t:108125 epi:nan +opt_step:324189 lr:0.0003 alpha:0.02981 +2026-02-13 03:19:39 | INFO | PID:1398 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_riverraid_t0_s2 [train] +total_reward:6485.70 total_reward_ma:5217.42 loss:-13.18 fps:128.7 +frame:1.74e+06 wall_t:13521 t:108750 epi:nan +opt_step:326064 lr:0.0003 alpha:0.02959 +2026-02-13 03:20:55 | INFO | PID:1398 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_riverraid_t0_s2 [train] +total_reward:6502.40 total_reward_ma:5249.15 loss:-13.9 fps:128.7 +frame:1.75e+06 wall_t:13597 t:109375 epi:nan +opt_step:327939 lr:0.0003 alpha:0.02978 +2026-02-13 03:22:12 | INFO | PID:1398 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_riverraid_t0_s2 [train] +total_reward:6588.40 total_reward_ma:5281.38 loss:-13.56 fps:128.7 +frame:1.76e+06 wall_t:13674 t:110000 epi:nan +opt_step:329814 lr:0.0003 alpha:0.02926 +2026-02-13 03:23:29 | INFO | PID:1398 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_riverraid_t0_s2 [train] +total_reward:6647.90 total_reward_ma:5313.58 loss:-13.55 fps:128.7 +frame:1.77e+06 wall_t:13751 t:110625 epi:nan +opt_step:331689 lr:0.0003 alpha:0.02926 +2026-02-13 03:24:45 | INFO | PID:1398 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_riverraid_t0_s2 [train] +total_reward:6557.50 total_reward_ma:5344.96 loss:-13.71 fps:128.7 +frame:1.78e+06 wall_t:13827 t:111250 epi:nan +opt_step:333564 lr:0.0003 alpha:0.02942 +2026-02-13 03:26:02 | INFO | PID:1398 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_riverraid_t0_s2 [train] +total_reward:6519.50 total_reward_ma:5375.31 loss:-13.96 fps:128.7 +frame:1.79e+06 wall_t:13904 t:111875 epi:nan +opt_step:335439 lr:0.0003 alpha:0.02943 +2026-02-13 03:27:19 | INFO | PID:1398 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_riverraid_t0_s2 [train] +total_reward:6376.80 total_reward_ma:5403.50 loss:-13.83 fps:128.7 +frame:1.80e+06 wall_t:13981 t:112500 epi:nan +opt_step:337314 lr:0.0003 alpha:0.02944 +2026-02-13 03:28:36 | INFO | PID:1398 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_riverraid_t0_s2 [train] +total_reward:6271.50 total_reward_ma:5430.23 loss:-13.65 fps:128.8 +frame:1.81e+06 wall_t:14058 t:113125 epi:nan +opt_step:339189 lr:0.0003 alpha:0.02944 +2026-02-13 03:29:52 | INFO | PID:1398 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_riverraid_t0_s2 [train] +total_reward:6206.00 total_reward_ma:5455.83 loss:-13.68 fps:128.8 +frame:1.82e+06 wall_t:14134 t:113750 epi:nan +opt_step:341064 lr:0.0003 alpha:0.02993 +2026-02-13 03:31:09 | INFO | PID:1398 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_riverraid_t0_s2 [train] +total_reward:6231.00 total_reward_ma:5480.69 loss:-13.55 fps:128.8 +frame:1.83e+06 wall_t:14211 t:114375 epi:nan +opt_step:342939 lr:0.0003 alpha:0.02973 +2026-02-13 03:32:27 | INFO | PID:1398 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_riverraid_t0_s2 [train] +total_reward:6254.20 total_reward_ma:5505.22 loss:-13.47 fps:128.8 +frame:1.84e+06 wall_t:14289 t:115000 epi:nan +opt_step:344814 lr:0.0003 alpha:0.03017 +2026-02-13 03:33:44 | INFO | PID:1398 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_riverraid_t0_s2 [train] +total_reward:6242.20 total_reward_ma:5529.12 loss:-13.79 fps:128.8 +frame:1.85e+06 wall_t:14366 t:115625 epi:nan +opt_step:346689 lr:0.0003 alpha:0.03011 +2026-02-13 03:35:01 | INFO | PID:1398 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_riverraid_t0_s2 [train] +total_reward:6262.30 total_reward_ma:5552.42 loss:-14.42 fps:128.8 +frame:1.86e+06 wall_t:14443 t:116250 epi:nan +opt_step:348564 lr:0.0003 alpha:0.03012 +2026-02-13 03:36:18 | INFO | PID:1398 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_riverraid_t0_s2 [train] +total_reward:6360.50 total_reward_ma:5576.06 loss:-13.92 fps:128.8 +frame:1.87e+06 wall_t:14520 t:116875 epi:nan +opt_step:350439 lr:0.0003 alpha:0.03036 +2026-02-13 03:37:34 | INFO | PID:1398 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_riverraid_t0_s2 [train] +total_reward:6398.00 total_reward_ma:5598.92 loss:-14.05 fps:128.8 +frame:1.88e+06 wall_t:14596 t:117500 epi:nan +opt_step:352314 lr:0.0003 alpha:0.03084 +2026-02-13 03:38:51 | INFO | PID:1398 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_riverraid_t0_s2 [train] +total_reward:6391.90 total_reward_ma:5620.71 loss:-13.86 fps:128.8 +frame:1.89e+06 wall_t:14672 t:118125 epi:nan +opt_step:354189 lr:0.0003 alpha:0.03064 +2026-02-13 03:40:07 | INFO | PID:1398 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_riverraid_t0_s2 [train] +total_reward:6388.20 total_reward_ma:5641.52 loss:-13.97 fps:128.8 +frame:1.90e+06 wall_t:14749 t:118750 epi:nan +opt_step:356064 lr:0.0003 alpha:0.03023 +2026-02-13 03:41:24 | INFO | PID:1398 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_riverraid_t0_s2 [train] +total_reward:6443.70 total_reward_ma:5661.95 loss:-14.03 fps:128.8 +frame:1.91e+06 wall_t:14826 t:119375 epi:nan +opt_step:357939 lr:0.0003 alpha:0.03019 +2026-02-13 03:42:41 | INFO | PID:1398 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_riverraid_t0_s2 [train] +total_reward:6492.00 total_reward_ma:5682.01 loss:-14.12 fps:128.8 +frame:1.92e+06 wall_t:14903 t:120000 epi:nan +opt_step:359814 lr:0.0003 alpha:0.03078 +2026-02-13 03:43:58 | INFO | PID:1398 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_riverraid_t0_s2 [train] +total_reward:6559.20 total_reward_ma:5701.79 loss:-13.68 fps:128.8 +frame:1.93e+06 wall_t:14980 t:120625 epi:nan +opt_step:361689 lr:0.0003 alpha:0.03053 +2026-02-13 03:45:15 | INFO | PID:1398 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_riverraid_t0_s2 [train] +total_reward:6644.30 total_reward_ma:5721.89 loss:-13.9 fps:128.8 +frame:1.94e+06 wall_t:15057 t:121250 epi:nan +opt_step:363564 lr:0.0003 alpha:0.03048 +2026-02-13 03:46:32 | INFO | PID:1398 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_riverraid_t0_s2 [train] +total_reward:6644.70 total_reward_ma:5742.18 loss:-14.03 fps:128.8 +frame:1.95e+06 wall_t:15134 t:121875 epi:nan +opt_step:365439 lr:0.0003 alpha:0.03023 +2026-02-13 03:47:48 | INFO | PID:1398 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_riverraid_t0_s2 [train] +total_reward:6670.80 total_reward_ma:5761.76 loss:-14.17 fps:128.9 +frame:1.96e+06 wall_t:15210 t:122500 epi:nan +opt_step:367314 lr:0.0003 alpha:0.02978 +2026-02-13 03:49:05 | INFO | PID:1398 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_riverraid_t0_s2 [train] +total_reward:6621.10 total_reward_ma:5780.12 loss:-13.56 fps:128.9 +frame:1.97e+06 wall_t:15287 t:123125 epi:nan +opt_step:369189 lr:0.0003 alpha:0.03024 +2026-02-13 03:50:21 | INFO | PID:1398 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_riverraid_t0_s2 [train] +total_reward:6669.10 total_reward_ma:5798.54 loss:-14.08 fps:128.9 +frame:1.98e+06 wall_t:15363 t:123750 epi:nan +opt_step:371064 lr:0.0003 alpha:0.03038 +2026-02-13 03:51:38 | INFO | PID:1398 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_riverraid_t0_s2 [train] +total_reward:6602.90 total_reward_ma:5816.02 loss:-13.97 fps:128.9 +frame:1.99e+06 wall_t:15440 t:124375 epi:nan +opt_step:372939 lr:0.0003 alpha:0.03098 +2026-02-13 03:52:55 | INFO | PID:1398 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_riverraid_t0_s2 [train] +total_reward:6744.70 total_reward_ma:5834.82 loss:-14.01 fps:128.9 +frame:2.00e+06 wall_t:15517 t:125000 epi:nan +opt_step:374814 lr:0.0003 alpha:0.03016 +2026-02-13 03:52:55 | INFO | PID:1398 | slm_lab.lib.logger:info | Session 2 done diff --git a/data/sac_atari_riverraid_2026_02_12_233410/log/sac_atari_riverraid_t0_s3.log b/data/sac_atari_riverraid_2026_02_12_233410/log/sac_atari_riverraid_t0_s3.log new file mode 100644 index 0000000000000000000000000000000000000000..5a52dfbde3ff0c4d218242fbfa11910c412f1afd --- /dev/null +++ b/data/sac_atari_riverraid_2026_02_12_233410/log/sac_atari_riverraid_t0_s3.log @@ -0,0 +1,802 @@ +2026-02-12 23:34:15 | INFO | PID:1399 | slm_lab.env:_make_vector_env | AtariVectorEnv: 16 envs, native preprocessing +2026-02-12 23:36:06 | INFO | PID:1399 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_riverraid_t0_s3 [train] +total_reward:1282.00 total_reward_ma:1282.00 loss:-19.22 fps:92.59 +frame:1.00e+04 wall_t:108 t:625 epi:nan +opt_step:1689 lr:0.0003 alpha:0.6315 +2026-02-12 23:37:23 | INFO | PID:1399 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_riverraid_t0_s3 [train] +total_reward:1486.47 total_reward_ma:1384.24 loss:-29.46 fps:108.1 +frame:2.00e+04 wall_t:185 t:1250 epi:nan +opt_step:3564 lr:0.0003 alpha:0.404 +2026-02-12 23:38:42 | INFO | PID:1399 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_riverraid_t0_s3 [train] +total_reward:1495.76 total_reward_ma:1421.41 loss:-33.75 fps:113.6 +frame:3.00e+04 wall_t:264 t:1875 epi:nan +opt_step:5439 lr:0.0003 alpha:0.2648 +2026-02-12 23:40:01 | INFO | PID:1399 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_riverraid_t0_s3 [train] +total_reward:1504.22 total_reward_ma:1442.11 loss:-37.16 fps:116.6 +frame:4.00e+04 wall_t:343 t:2500 epi:nan +opt_step:7314 lr:0.0003 alpha:0.1751 +2026-02-12 23:41:20 | INFO | PID:1399 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_riverraid_t0_s3 [train] +total_reward:1505.74 total_reward_ma:1454.84 loss:-36.67 fps:118.5 +frame:5.00e+04 wall_t:422 t:3125 epi:nan +opt_step:9189 lr:0.0003 alpha:0.1165 +2026-02-12 23:42:38 | INFO | PID:1399 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_riverraid_t0_s3 [train] +total_reward:1476.93 total_reward_ma:1458.52 loss:-36.34 fps:120 +frame:6.00e+04 wall_t:500 t:3750 epi:nan +opt_step:11064 lr:0.0003 alpha:0.07786 +2026-02-12 23:43:57 | INFO | PID:1399 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_riverraid_t0_s3 [train] +total_reward:1464.55 total_reward_ma:1459.38 loss:-34.08 fps:120.9 +frame:7.00e+04 wall_t:579 t:4375 epi:nan +opt_step:12939 lr:0.0003 alpha:0.05245 +2026-02-12 23:45:15 | INFO | PID:1399 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_riverraid_t0_s3 [train] +total_reward:1487.20 total_reward_ma:1462.86 loss:-31.62 fps:121.8 +frame:8.00e+04 wall_t:657 t:5000 epi:nan +opt_step:14814 lr:0.0003 alpha:0.03583 +2026-02-12 23:46:34 | INFO | PID:1399 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_riverraid_t0_s3 [train] +total_reward:1510.10 total_reward_ma:1468.11 loss:-29.63 fps:122.3 +frame:9.00e+04 wall_t:736 t:5625 epi:nan +opt_step:16689 lr:0.0003 alpha:0.02499 +2026-02-12 23:47:52 | INFO | PID:1399 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_riverraid_t0_s3 [train] +total_reward:1518.00 total_reward_ma:1473.10 loss:-28.34 fps:122.9 +frame:1.00e+05 wall_t:814 t:6250 epi:nan +opt_step:18564 lr:0.0003 alpha:0.01818 +2026-02-12 23:49:10 | INFO | PID:1399 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_riverraid_t0_s3 [train] +total_reward:1521.80 total_reward_ma:1477.52 loss:-25.74 fps:123.3 +frame:1.10e+05 wall_t:892 t:6875 epi:nan +opt_step:20439 lr:0.0003 alpha:0.01506 +2026-02-12 23:50:28 | INFO | PID:1399 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_riverraid_t0_s3 [train] +total_reward:1532.20 total_reward_ma:1482.08 loss:-24 fps:123.7 +frame:1.20e+05 wall_t:970 t:7500 epi:nan +opt_step:22314 lr:0.0003 alpha:0.01547 +2026-02-12 23:51:47 | INFO | PID:1399 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_riverraid_t0_s3 [train] +total_reward:1576.40 total_reward_ma:1489.34 loss:-22.34 fps:123.9 +frame:1.30e+05 wall_t:1049 t:8125 epi:nan +opt_step:24189 lr:0.0003 alpha:0.01694 +2026-02-12 23:53:05 | INFO | PID:1399 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_riverraid_t0_s3 [train] +total_reward:1575.30 total_reward_ma:1495.48 loss:-19.95 fps:124.2 +frame:1.40e+05 wall_t:1127 t:8750 epi:nan +opt_step:26064 lr:0.0003 alpha:0.01808 +2026-02-12 23:54:24 | INFO | PID:1399 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_riverraid_t0_s3 [train] +total_reward:1571.50 total_reward_ma:1500.54 loss:-18.77 fps:124.4 +frame:1.50e+05 wall_t:1206 t:9375 epi:nan +opt_step:27939 lr:0.0003 alpha:0.01717 +2026-02-12 23:55:42 | INFO | PID:1399 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_riverraid_t0_s3 [train] +total_reward:1542.50 total_reward_ma:1503.17 loss:-18.58 fps:124.6 +frame:1.60e+05 wall_t:1284 t:10000 epi:nan +opt_step:29814 lr:0.0003 alpha:0.01619 +2026-02-12 23:57:01 | INFO | PID:1399 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_riverraid_t0_s3 [train] +total_reward:1521.80 total_reward_ma:1504.26 loss:-17.06 fps:124.7 +frame:1.70e+05 wall_t:1363 t:10625 epi:nan +opt_step:31689 lr:0.0003 alpha:0.01647 +2026-02-12 23:58:19 | INFO | PID:1399 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_riverraid_t0_s3 [train] +total_reward:1473.70 total_reward_ma:1502.56 loss:-16.21 fps:124.9 +frame:1.80e+05 wall_t:1441 t:11250 epi:nan +opt_step:33564 lr:0.0003 alpha:0.01576 +2026-02-12 23:59:38 | INFO | PID:1399 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_riverraid_t0_s3 [train] +total_reward:1474.40 total_reward_ma:1501.08 loss:-15.57 fps:125 +frame:1.90e+05 wall_t:1520 t:11875 epi:nan +opt_step:35439 lr:0.0003 alpha:0.01612 +2026-02-13 00:00:55 | INFO | PID:1399 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_riverraid_t0_s3 [train] +total_reward:1483.30 total_reward_ma:1500.19 loss:-15.24 fps:125.2 +frame:2.00e+05 wall_t:1597 t:12500 epi:nan +opt_step:37314 lr:0.0003 alpha:0.01668 +2026-02-13 00:02:14 | INFO | PID:1399 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_riverraid_t0_s3 [train] +total_reward:1538.00 total_reward_ma:1501.99 loss:-14.26 fps:125.3 +frame:2.10e+05 wall_t:1676 t:13125 epi:nan +opt_step:39189 lr:0.0003 alpha:0.01756 +2026-02-13 00:03:33 | INFO | PID:1399 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_riverraid_t0_s3 [train] +total_reward:1590.10 total_reward_ma:1506.00 loss:-13.69 fps:125.4 +frame:2.20e+05 wall_t:1755 t:13750 epi:nan +opt_step:41064 lr:0.0003 alpha:0.01911 +2026-02-13 00:04:52 | INFO | PID:1399 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_riverraid_t0_s3 [train] +total_reward:1662.40 total_reward_ma:1512.80 loss:-13.36 fps:125.4 +frame:2.30e+05 wall_t:1834 t:14375 epi:nan +opt_step:42939 lr:0.0003 alpha:0.01721 +2026-02-13 00:06:10 | INFO | PID:1399 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_riverraid_t0_s3 [train] +total_reward:1769.00 total_reward_ma:1523.47 loss:-13 fps:125.5 +frame:2.40e+05 wall_t:1912 t:15000 epi:nan +opt_step:44814 lr:0.0003 alpha:0.01955 +2026-02-13 00:07:29 | INFO | PID:1399 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_riverraid_t0_s3 [train] +total_reward:1801.70 total_reward_ma:1534.60 loss:-13.14 fps:125.6 +frame:2.50e+05 wall_t:1991 t:15625 epi:nan +opt_step:46689 lr:0.0003 alpha:0.02185 +2026-02-13 00:08:46 | INFO | PID:1399 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_riverraid_t0_s3 [train] +total_reward:1867.40 total_reward_ma:1547.40 loss:-12.62 fps:125.7 +frame:2.60e+05 wall_t:2068 t:16250 epi:nan +opt_step:48564 lr:0.0003 alpha:0.02241 +2026-02-13 00:10:04 | INFO | PID:1399 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_riverraid_t0_s3 [train] +total_reward:1924.60 total_reward_ma:1561.37 loss:-12.71 fps:125.8 +frame:2.70e+05 wall_t:2146 t:16875 epi:nan +opt_step:50439 lr:0.0003 alpha:0.02122 +2026-02-13 00:11:22 | INFO | PID:1399 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_riverraid_t0_s3 [train] +total_reward:1989.20 total_reward_ma:1576.65 loss:-12.71 fps:125.9 +frame:2.80e+05 wall_t:2224 t:17500 epi:nan +opt_step:52314 lr:0.0003 alpha:0.02197 +2026-02-13 00:12:40 | INFO | PID:1399 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_riverraid_t0_s3 [train] +total_reward:2040.40 total_reward_ma:1592.64 loss:-11.72 fps:126 +frame:2.90e+05 wall_t:2302 t:18125 epi:nan +opt_step:54189 lr:0.0003 alpha:0.02013 +2026-02-13 00:13:58 | INFO | PID:1399 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_riverraid_t0_s3 [train] +total_reward:2081.30 total_reward_ma:1608.93 loss:-11.99 fps:126.1 +frame:3.00e+05 wall_t:2380 t:18750 epi:nan +opt_step:56064 lr:0.0003 alpha:0.02089 +2026-02-13 00:15:17 | INFO | PID:1399 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_riverraid_t0_s3 [train] +total_reward:2095.40 total_reward_ma:1624.62 loss:-11.8 fps:126.1 +frame:3.10e+05 wall_t:2459 t:19375 epi:nan +opt_step:57939 lr:0.0003 alpha:0.01894 +2026-02-13 00:16:35 | INFO | PID:1399 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_riverraid_t0_s3 [train] +total_reward:2128.30 total_reward_ma:1640.36 loss:-11.54 fps:126.1 +frame:3.20e+05 wall_t:2537 t:20000 epi:nan +opt_step:59814 lr:0.0003 alpha:0.01931 +2026-02-13 00:17:53 | INFO | PID:1399 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_riverraid_t0_s3 [train] +total_reward:2192.30 total_reward_ma:1657.09 loss:-11.48 fps:126.2 +frame:3.30e+05 wall_t:2615 t:20625 epi:nan +opt_step:61689 lr:0.0003 alpha:0.02075 +2026-02-13 00:19:11 | INFO | PID:1399 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_riverraid_t0_s3 [train] +total_reward:2186.80 total_reward_ma:1672.67 loss:-11.08 fps:126.3 +frame:3.40e+05 wall_t:2693 t:21250 epi:nan +opt_step:63564 lr:0.0003 alpha:0.01929 +2026-02-13 00:20:29 | INFO | PID:1399 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_riverraid_t0_s3 [train] +total_reward:2193.90 total_reward_ma:1687.56 loss:-11.07 fps:126.3 +frame:3.50e+05 wall_t:2771 t:21875 epi:nan +opt_step:65439 lr:0.0003 alpha:0.01993 +2026-02-13 00:21:47 | INFO | PID:1399 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_riverraid_t0_s3 [train] +total_reward:2207.60 total_reward_ma:1702.01 loss:-11.31 fps:126.4 +frame:3.60e+05 wall_t:2849 t:22500 epi:nan +opt_step:67314 lr:0.0003 alpha:0.01968 +2026-02-13 00:23:05 | INFO | PID:1399 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_riverraid_t0_s3 [train] +total_reward:2211.20 total_reward_ma:1715.77 loss:-10.31 fps:126.4 +frame:3.70e+05 wall_t:2927 t:23125 epi:nan +opt_step:69189 lr:0.0003 alpha:0.01951 +2026-02-13 00:24:24 | INFO | PID:1399 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_riverraid_t0_s3 [train] +total_reward:2218.30 total_reward_ma:1728.99 loss:-10.51 fps:126.4 +frame:3.80e+05 wall_t:3006 t:23750 epi:nan +opt_step:71064 lr:0.0003 alpha:0.01904 +2026-02-13 00:25:41 | INFO | PID:1399 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_riverraid_t0_s3 [train] +total_reward:2218.50 total_reward_ma:1741.55 loss:-10.17 fps:126.5 +frame:3.90e+05 wall_t:3083 t:24375 epi:nan +opt_step:72939 lr:0.0003 alpha:0.01952 +2026-02-13 00:27:00 | INFO | PID:1399 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_riverraid_t0_s3 [train] +total_reward:2237.70 total_reward_ma:1753.95 loss:-10.11 fps:126.5 +frame:4.00e+05 wall_t:3162 t:25000 epi:nan +opt_step:74814 lr:0.0003 alpha:0.01853 +2026-02-13 00:28:18 | INFO | PID:1399 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_riverraid_t0_s3 [train] +total_reward:2239.30 total_reward_ma:1765.79 loss:-10.47 fps:126.5 +frame:4.10e+05 wall_t:3240 t:25625 epi:nan +opt_step:76689 lr:0.0003 alpha:0.01851 +2026-02-13 00:29:36 | INFO | PID:1399 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_riverraid_t0_s3 [train] +total_reward:2253.30 total_reward_ma:1777.39 loss:-9.554 fps:126.6 +frame:4.20e+05 wall_t:3318 t:26250 epi:nan +opt_step:78564 lr:0.0003 alpha:0.01836 +2026-02-13 00:30:54 | INFO | PID:1399 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_riverraid_t0_s3 [train] +total_reward:2285.10 total_reward_ma:1789.20 loss:-10.01 fps:126.6 +frame:4.30e+05 wall_t:3396 t:26875 epi:nan +opt_step:80439 lr:0.0003 alpha:0.01805 +2026-02-13 00:32:12 | INFO | PID:1399 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_riverraid_t0_s3 [train] +total_reward:2289.50 total_reward_ma:1800.57 loss:-8.675 fps:126.7 +frame:4.40e+05 wall_t:3474 t:27500 epi:nan +opt_step:82314 lr:0.0003 alpha:0.01748 +2026-02-13 00:33:30 | INFO | PID:1399 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_riverraid_t0_s3 [train] +total_reward:2322.60 total_reward_ma:1812.17 loss:-8.732 fps:126.7 +frame:4.50e+05 wall_t:3552 t:28125 epi:nan +opt_step:84189 lr:0.0003 alpha:0.01737 +2026-02-13 00:34:48 | INFO | PID:1399 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_riverraid_t0_s3 [train] +total_reward:2368.20 total_reward_ma:1824.26 loss:-7.933 fps:126.7 +frame:4.60e+05 wall_t:3630 t:28750 epi:nan +opt_step:86064 lr:0.0003 alpha:0.01711 +2026-02-13 00:36:06 | INFO | PID:1399 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_riverraid_t0_s3 [train] +total_reward:2436.20 total_reward_ma:1837.28 loss:-8.222 fps:126.8 +frame:4.70e+05 wall_t:3708 t:29375 epi:nan +opt_step:87939 lr:0.0003 alpha:0.0166 +2026-02-13 00:37:25 | INFO | PID:1399 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_riverraid_t0_s3 [train] +total_reward:2459.30 total_reward_ma:1850.24 loss:-8.246 fps:126.7 +frame:4.80e+05 wall_t:3787 t:30000 epi:nan +opt_step:89814 lr:0.0003 alpha:0.01715 +2026-02-13 00:38:42 | INFO | PID:1399 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_riverraid_t0_s3 [train] +total_reward:2476.40 total_reward_ma:1863.02 loss:-7.627 fps:126.8 +frame:4.90e+05 wall_t:3864 t:30625 epi:nan +opt_step:91689 lr:0.0003 alpha:0.01768 +2026-02-13 00:40:01 | INFO | PID:1399 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_riverraid_t0_s3 [train] +total_reward:2499.40 total_reward_ma:1875.75 loss:-7.856 fps:126.8 +frame:5.00e+05 wall_t:3943 t:31250 epi:nan +opt_step:93564 lr:0.0003 alpha:0.018 +2026-02-13 00:41:19 | INFO | PID:1399 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_riverraid_t0_s3 [train] +total_reward:2527.90 total_reward_ma:1888.53 loss:-7.86 fps:126.8 +frame:5.10e+05 wall_t:4021 t:31875 epi:nan +opt_step:95439 lr:0.0003 alpha:0.01824 +2026-02-13 00:42:37 | INFO | PID:1399 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_riverraid_t0_s3 [train] +total_reward:2594.80 total_reward_ma:1902.11 loss:-7.863 fps:126.9 +frame:5.20e+05 wall_t:4099 t:32500 epi:nan +opt_step:97314 lr:0.0003 alpha:0.01803 +2026-02-13 00:43:55 | INFO | PID:1399 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_riverraid_t0_s3 [train] +total_reward:2666.40 total_reward_ma:1916.54 loss:-7.646 fps:126.9 +frame:5.30e+05 wall_t:4177 t:33125 epi:nan +opt_step:99189 lr:0.0003 alpha:0.01824 +2026-02-13 00:45:13 | INFO | PID:1399 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_riverraid_t0_s3 [train] +total_reward:2738.30 total_reward_ma:1931.75 loss:-7.6 fps:126.9 +frame:5.40e+05 wall_t:4255 t:33750 epi:nan +opt_step:101064 lr:0.0003 alpha:0.01824 +2026-02-13 00:46:31 | INFO | PID:1399 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_riverraid_t0_s3 [train] +total_reward:2757.40 total_reward_ma:1946.76 loss:-8.084 fps:126.9 +frame:5.50e+05 wall_t:4333 t:34375 epi:nan +opt_step:102939 lr:0.0003 alpha:0.01878 +2026-02-13 00:47:49 | INFO | PID:1399 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_riverraid_t0_s3 [train] +total_reward:2807.20 total_reward_ma:1962.13 loss:-8.393 fps:127 +frame:5.60e+05 wall_t:4411 t:35000 epi:nan +opt_step:104814 lr:0.0003 alpha:0.01797 +2026-02-13 00:49:08 | INFO | PID:1399 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_riverraid_t0_s3 [train] +total_reward:2868.10 total_reward_ma:1978.02 loss:-8.06 fps:126.9 +frame:5.70e+05 wall_t:4490 t:35625 epi:nan +opt_step:106689 lr:0.0003 alpha:0.01875 +2026-02-13 00:50:26 | INFO | PID:1399 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_riverraid_t0_s3 [train] +total_reward:2960.50 total_reward_ma:1994.96 loss:-7.942 fps:127 +frame:5.80e+05 wall_t:4568 t:36250 epi:nan +opt_step:108564 lr:0.0003 alpha:0.01918 +2026-02-13 00:51:44 | INFO | PID:1399 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_riverraid_t0_s3 [train] +total_reward:2985.20 total_reward_ma:2011.75 loss:-8.452 fps:127 +frame:5.90e+05 wall_t:4646 t:36875 epi:nan +opt_step:110439 lr:0.0003 alpha:0.01901 +2026-02-13 00:53:02 | INFO | PID:1399 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_riverraid_t0_s3 [train] +total_reward:3080.90 total_reward_ma:2029.57 loss:-8.746 fps:127 +frame:6.00e+05 wall_t:4724 t:37500 epi:nan +opt_step:112314 lr:0.0003 alpha:0.0191 +2026-02-13 00:54:20 | INFO | PID:1399 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_riverraid_t0_s3 [train] +total_reward:3126.50 total_reward_ma:2047.55 loss:-8.366 fps:127 +frame:6.10e+05 wall_t:4802 t:38125 epi:nan +opt_step:114189 lr:0.0003 alpha:0.01883 +2026-02-13 00:55:38 | INFO | PID:1399 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_riverraid_t0_s3 [train] +total_reward:3125.50 total_reward_ma:2064.94 loss:-8.209 fps:127 +frame:6.20e+05 wall_t:4880 t:38750 epi:nan +opt_step:116064 lr:0.0003 alpha:0.01912 +2026-02-13 00:56:56 | INFO | PID:1399 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_riverraid_t0_s3 [train] +total_reward:3147.60 total_reward_ma:2082.12 loss:-8.517 fps:127.1 +frame:6.30e+05 wall_t:4958 t:39375 epi:nan +opt_step:117939 lr:0.0003 alpha:0.01866 +2026-02-13 00:58:13 | INFO | PID:1399 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_riverraid_t0_s3 [train] +total_reward:3217.40 total_reward_ma:2099.86 loss:-8.448 fps:127.1 +frame:6.40e+05 wall_t:5035 t:40000 epi:nan +opt_step:119814 lr:0.0003 alpha:0.01944 +2026-02-13 00:59:31 | INFO | PID:1399 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_riverraid_t0_s3 [train] +total_reward:3216.10 total_reward_ma:2117.03 loss:-8.542 fps:127.1 +frame:6.50e+05 wall_t:5113 t:40625 epi:nan +opt_step:121689 lr:0.0003 alpha:0.01926 +2026-02-13 01:00:49 | INFO | PID:1399 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_riverraid_t0_s3 [train] +total_reward:3244.90 total_reward_ma:2134.12 loss:-8.203 fps:127.1 +frame:6.60e+05 wall_t:5191 t:41250 epi:nan +opt_step:123564 lr:0.0003 alpha:0.0197 +2026-02-13 01:02:07 | INFO | PID:1399 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_riverraid_t0_s3 [train] +total_reward:3302.30 total_reward_ma:2151.56 loss:-8.604 fps:127.2 +frame:6.70e+05 wall_t:5269 t:41875 epi:nan +opt_step:125439 lr:0.0003 alpha:0.02017 +2026-02-13 01:03:25 | INFO | PID:1399 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_riverraid_t0_s3 [train] +total_reward:3328.40 total_reward_ma:2168.86 loss:-9.129 fps:127.2 +frame:6.80e+05 wall_t:5347 t:42500 epi:nan +opt_step:127314 lr:0.0003 alpha:0.02031 +2026-02-13 01:04:42 | INFO | PID:1399 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_riverraid_t0_s3 [train] +total_reward:3396.90 total_reward_ma:2186.66 loss:-8.937 fps:127.2 +frame:6.90e+05 wall_t:5424 t:43125 epi:nan +opt_step:129189 lr:0.0003 alpha:0.02135 +2026-02-13 01:06:00 | INFO | PID:1399 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_riverraid_t0_s3 [train] +total_reward:3433.80 total_reward_ma:2204.48 loss:-9.006 fps:127.2 +frame:7.00e+05 wall_t:5502 t:43750 epi:nan +opt_step:131064 lr:0.0003 alpha:0.02105 +2026-02-13 01:07:18 | INFO | PID:1399 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_riverraid_t0_s3 [train] +total_reward:3489.70 total_reward_ma:2222.58 loss:-9.295 fps:127.2 +frame:7.10e+05 wall_t:5580 t:44375 epi:nan +opt_step:132939 lr:0.0003 alpha:0.02079 +2026-02-13 01:08:36 | INFO | PID:1399 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_riverraid_t0_s3 [train] +total_reward:3598.80 total_reward_ma:2241.69 loss:-9.509 fps:127.3 +frame:7.20e+05 wall_t:5658 t:45000 epi:nan +opt_step:134814 lr:0.0003 alpha:0.02137 +2026-02-13 01:09:53 | INFO | PID:1399 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_riverraid_t0_s3 [train] +total_reward:3616.60 total_reward_ma:2260.53 loss:-9.419 fps:127.3 +frame:7.30e+05 wall_t:5735 t:45625 epi:nan +opt_step:136689 lr:0.0003 alpha:0.02069 +2026-02-13 01:11:11 | INFO | PID:1399 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_riverraid_t0_s3 [train] +total_reward:3598.10 total_reward_ma:2278.60 loss:-9.648 fps:127.3 +frame:7.40e+05 wall_t:5813 t:46250 epi:nan +opt_step:138564 lr:0.0003 alpha:0.02178 +2026-02-13 01:12:29 | INFO | PID:1399 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_riverraid_t0_s3 [train] +total_reward:3685.20 total_reward_ma:2297.36 loss:-9.084 fps:127.3 +frame:7.50e+05 wall_t:5891 t:46875 epi:nan +opt_step:140439 lr:0.0003 alpha:0.02238 +2026-02-13 01:13:46 | INFO | PID:1399 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_riverraid_t0_s3 [train] +total_reward:3725.20 total_reward_ma:2316.14 loss:-9.72 fps:127.3 +frame:7.60e+05 wall_t:5968 t:47500 epi:nan +opt_step:142314 lr:0.0003 alpha:0.02274 +2026-02-13 01:15:04 | INFO | PID:1399 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_riverraid_t0_s3 [train] +total_reward:3805.30 total_reward_ma:2335.48 loss:-10.25 fps:127.4 +frame:7.70e+05 wall_t:6046 t:48125 epi:nan +opt_step:144189 lr:0.0003 alpha:0.02322 +2026-02-13 01:16:22 | INFO | PID:1399 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_riverraid_t0_s3 [train] +total_reward:3879.50 total_reward_ma:2355.28 loss:-9.979 fps:127.4 +frame:7.80e+05 wall_t:6124 t:48750 epi:nan +opt_step:146064 lr:0.0003 alpha:0.02357 +2026-02-13 01:17:39 | INFO | PID:1399 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_riverraid_t0_s3 [train] +total_reward:3873.10 total_reward_ma:2374.49 loss:-9.479 fps:127.4 +frame:7.90e+05 wall_t:6201 t:49375 epi:nan +opt_step:147939 lr:0.0003 alpha:0.02374 +2026-02-13 01:18:57 | INFO | PID:1399 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_riverraid_t0_s3 [train] +total_reward:3884.20 total_reward_ma:2393.36 loss:-10.39 fps:127.4 +frame:8.00e+05 wall_t:6279 t:50000 epi:nan +opt_step:149814 lr:0.0003 alpha:0.02415 +2026-02-13 01:20:15 | INFO | PID:1399 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_riverraid_t0_s3 [train] +total_reward:3885.70 total_reward_ma:2411.79 loss:-10.44 fps:127.4 +frame:8.10e+05 wall_t:6357 t:50625 epi:nan +opt_step:151689 lr:0.0003 alpha:0.02464 +2026-02-13 01:21:33 | INFO | PID:1399 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_riverraid_t0_s3 [train] +total_reward:3923.40 total_reward_ma:2430.22 loss:-10.17 fps:127.4 +frame:8.20e+05 wall_t:6435 t:51250 epi:nan +opt_step:153564 lr:0.0003 alpha:0.02491 +2026-02-13 01:22:51 | INFO | PID:1399 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_riverraid_t0_s3 [train] +total_reward:3921.90 total_reward_ma:2448.19 loss:-10.51 fps:127.4 +frame:8.30e+05 wall_t:6513 t:51875 epi:nan +opt_step:155439 lr:0.0003 alpha:0.0249 +2026-02-13 01:24:09 | INFO | PID:1399 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_riverraid_t0_s3 [train] +total_reward:4023.00 total_reward_ma:2466.94 loss:-10.7 fps:127.4 +frame:8.40e+05 wall_t:6591 t:52500 epi:nan +opt_step:157314 lr:0.0003 alpha:0.02567 +2026-02-13 01:25:26 | INFO | PID:1399 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_riverraid_t0_s3 [train] +total_reward:4017.80 total_reward_ma:2485.19 loss:-10.15 fps:127.5 +frame:8.50e+05 wall_t:6668 t:53125 epi:nan +opt_step:159189 lr:0.0003 alpha:0.02591 +2026-02-13 01:26:44 | INFO | PID:1399 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_riverraid_t0_s3 [train] +total_reward:4120.60 total_reward_ma:2504.20 loss:-10.56 fps:127.5 +frame:8.60e+05 wall_t:6746 t:53750 epi:nan +opt_step:161064 lr:0.0003 alpha:0.02617 +2026-02-13 01:28:01 | INFO | PID:1399 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_riverraid_t0_s3 [train] +total_reward:4116.70 total_reward_ma:2522.74 loss:-10.95 fps:127.5 +frame:8.70e+05 wall_t:6823 t:54375 epi:nan +opt_step:162939 lr:0.0003 alpha:0.02616 +2026-02-13 01:29:19 | INFO | PID:1399 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_riverraid_t0_s3 [train] +total_reward:4130.80 total_reward_ma:2541.01 loss:-11.45 fps:127.5 +frame:8.80e+05 wall_t:6901 t:55000 epi:nan +opt_step:164814 lr:0.0003 alpha:0.02679 +2026-02-13 01:30:37 | INFO | PID:1399 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_riverraid_t0_s3 [train] +total_reward:4210.20 total_reward_ma:2559.77 loss:-11.05 fps:127.5 +frame:8.90e+05 wall_t:6979 t:55625 epi:nan +opt_step:166689 lr:0.0003 alpha:0.02659 +2026-02-13 01:31:55 | INFO | PID:1399 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_riverraid_t0_s3 [train] +total_reward:4204.50 total_reward_ma:2578.04 loss:-11.46 fps:127.5 +frame:9.00e+05 wall_t:7057 t:56250 epi:nan +opt_step:168564 lr:0.0003 alpha:0.02714 +2026-02-13 01:33:13 | INFO | PID:1399 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_riverraid_t0_s3 [train] +total_reward:4232.40 total_reward_ma:2596.22 loss:-11.23 fps:127.5 +frame:9.10e+05 wall_t:7135 t:56875 epi:nan +opt_step:170439 lr:0.0003 alpha:0.02687 +2026-02-13 01:34:31 | INFO | PID:1399 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_riverraid_t0_s3 [train] +total_reward:4283.40 total_reward_ma:2614.56 loss:-11.04 fps:127.5 +frame:9.20e+05 wall_t:7213 t:57500 epi:nan +opt_step:172314 lr:0.0003 alpha:0.02667 +2026-02-13 01:35:48 | INFO | PID:1399 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_riverraid_t0_s3 [train] +total_reward:4333.90 total_reward_ma:2633.05 loss:-11.51 fps:127.6 +frame:9.30e+05 wall_t:7290 t:58125 epi:nan +opt_step:174189 lr:0.0003 alpha:0.02681 +2026-02-13 01:37:07 | INFO | PID:1399 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_riverraid_t0_s3 [train] +total_reward:4340.10 total_reward_ma:2651.21 loss:-11.94 fps:127.6 +frame:9.40e+05 wall_t:7369 t:58750 epi:nan +opt_step:176064 lr:0.0003 alpha:0.02754 +2026-02-13 01:38:24 | INFO | PID:1399 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_riverraid_t0_s3 [train] +total_reward:4334.70 total_reward_ma:2668.93 loss:-12.07 fps:127.6 +frame:9.50e+05 wall_t:7446 t:59375 epi:nan +opt_step:177939 lr:0.0003 alpha:0.02766 +2026-02-13 01:39:42 | INFO | PID:1399 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_riverraid_t0_s3 [train] +total_reward:4346.50 total_reward_ma:2686.40 loss:-11.68 fps:127.6 +frame:9.60e+05 wall_t:7524 t:60000 epi:nan +opt_step:179814 lr:0.0003 alpha:0.02788 +2026-02-13 01:41:01 | INFO | PID:1399 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_riverraid_t0_s3 [train] +total_reward:4371.40 total_reward_ma:2703.77 loss:-11.48 fps:127.6 +frame:9.70e+05 wall_t:7603 t:60625 epi:nan +opt_step:181689 lr:0.0003 alpha:0.02714 +2026-02-13 01:42:19 | INFO | PID:1399 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_riverraid_t0_s3 [train] +total_reward:4344.00 total_reward_ma:2720.51 loss:-11.85 fps:127.6 +frame:9.80e+05 wall_t:7681 t:61250 epi:nan +opt_step:183564 lr:0.0003 alpha:0.02753 +2026-02-13 01:43:37 | INFO | PID:1399 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_riverraid_t0_s3 [train] +total_reward:4394.40 total_reward_ma:2737.42 loss:-12.28 fps:127.6 +frame:9.90e+05 wall_t:7759 t:61875 epi:nan +opt_step:185439 lr:0.0003 alpha:0.02743 +2026-02-13 01:44:55 | INFO | PID:1399 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_riverraid_t0_s3 [train] +total_reward:4368.40 total_reward_ma:2753.73 loss:-12.24 fps:127.6 +frame:1.00e+06 wall_t:7837 t:62500 epi:nan +opt_step:187314 lr:0.0003 alpha:0.0276 +2026-02-13 01:46:12 | INFO | PID:1399 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_riverraid_t0_s3 [train] +total_reward:4378.00 total_reward_ma:2784.69 loss:-12.56 fps:127.6 +frame:1.01e+06 wall_t:7914 t:63125 epi:nan +opt_step:189189 lr:0.0003 alpha:0.02817 +2026-02-13 01:47:30 | INFO | PID:1399 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_riverraid_t0_s3 [train] +total_reward:4325.40 total_reward_ma:2813.08 loss:-12.08 fps:127.6 +frame:1.02e+06 wall_t:7992 t:63750 epi:nan +opt_step:191064 lr:0.0003 alpha:0.02732 +2026-02-13 01:48:48 | INFO | PID:1399 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_riverraid_t0_s3 [train] +total_reward:4365.30 total_reward_ma:2841.77 loss:-12.31 fps:127.6 +frame:1.03e+06 wall_t:8070 t:64375 epi:nan +opt_step:192939 lr:0.0003 alpha:0.02738 +2026-02-13 01:50:06 | INFO | PID:1399 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_riverraid_t0_s3 [train] +total_reward:4327.60 total_reward_ma:2870.01 loss:-12.47 fps:127.6 +frame:1.04e+06 wall_t:8148 t:65000 epi:nan +opt_step:194814 lr:0.0003 alpha:0.02773 +2026-02-13 01:51:24 | INFO | PID:1399 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_riverraid_t0_s3 [train] +total_reward:4376.30 total_reward_ma:2898.71 loss:-12.4 fps:127.6 +frame:1.05e+06 wall_t:8226 t:65625 epi:nan +opt_step:196689 lr:0.0003 alpha:0.02796 +2026-02-13 01:52:41 | INFO | PID:1399 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_riverraid_t0_s3 [train] +total_reward:4400.70 total_reward_ma:2927.95 loss:-12.28 fps:127.7 +frame:1.06e+06 wall_t:8303 t:66250 epi:nan +opt_step:198564 lr:0.0003 alpha:0.02799 +2026-02-13 01:53:58 | INFO | PID:1399 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_riverraid_t0_s3 [train] +total_reward:4435.70 total_reward_ma:2957.66 loss:-13.36 fps:127.7 +frame:1.07e+06 wall_t:8380 t:66875 epi:nan +opt_step:200439 lr:0.0003 alpha:0.02756 +2026-02-13 01:55:15 | INFO | PID:1399 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_riverraid_t0_s3 [train] +total_reward:4455.80 total_reward_ma:2987.35 loss:-12.22 fps:127.7 +frame:1.08e+06 wall_t:8457 t:67500 epi:nan +opt_step:202314 lr:0.0003 alpha:0.02725 +2026-02-13 01:56:33 | INFO | PID:1399 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_riverraid_t0_s3 [train] +total_reward:4384.60 total_reward_ma:3016.09 loss:-12.61 fps:127.7 +frame:1.09e+06 wall_t:8535 t:68125 epi:nan +opt_step:204189 lr:0.0003 alpha:0.02736 +2026-02-13 01:57:49 | INFO | PID:1399 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_riverraid_t0_s3 [train] +total_reward:4491.30 total_reward_ma:3045.83 loss:-12.57 fps:127.7 +frame:1.10e+06 wall_t:8611 t:68750 epi:nan +opt_step:206064 lr:0.0003 alpha:0.02721 +2026-02-13 01:59:06 | INFO | PID:1399 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_riverraid_t0_s3 [train] +total_reward:4452.60 total_reward_ma:3075.13 loss:-12.16 fps:127.8 +frame:1.11e+06 wall_t:8688 t:69375 epi:nan +opt_step:207939 lr:0.0003 alpha:0.02704 +2026-02-13 02:00:23 | INFO | PID:1399 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_riverraid_t0_s3 [train] +total_reward:4456.70 total_reward_ma:3104.38 loss:-12.93 fps:127.8 +frame:1.12e+06 wall_t:8765 t:70000 epi:nan +opt_step:209814 lr:0.0003 alpha:0.02719 +2026-02-13 02:01:40 | INFO | PID:1399 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_riverraid_t0_s3 [train] +total_reward:4405.70 total_reward_ma:3132.67 loss:-12.52 fps:127.8 +frame:1.13e+06 wall_t:8842 t:70625 epi:nan +opt_step:211689 lr:0.0003 alpha:0.02698 +2026-02-13 02:02:56 | INFO | PID:1399 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_riverraid_t0_s3 [train] +total_reward:4433.40 total_reward_ma:3161.25 loss:-12.56 fps:127.8 +frame:1.14e+06 wall_t:8918 t:71250 epi:nan +opt_step:213564 lr:0.0003 alpha:0.02688 +2026-02-13 02:04:13 | INFO | PID:1399 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_riverraid_t0_s3 [train] +total_reward:4533.90 total_reward_ma:3190.88 loss:-12.42 fps:127.8 +frame:1.15e+06 wall_t:8995 t:71875 epi:nan +opt_step:215439 lr:0.0003 alpha:0.02701 +2026-02-13 02:05:30 | INFO | PID:1399 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_riverraid_t0_s3 [train] +total_reward:4498.40 total_reward_ma:3220.44 loss:-12.17 fps:127.9 +frame:1.16e+06 wall_t:9072 t:72500 epi:nan +opt_step:217314 lr:0.0003 alpha:0.02696 +2026-02-13 02:06:46 | INFO | PID:1399 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_riverraid_t0_s3 [train] +total_reward:4485.10 total_reward_ma:3250.07 loss:-12.94 fps:127.9 +frame:1.17e+06 wall_t:9148 t:73125 epi:nan +opt_step:219189 lr:0.0003 alpha:0.02691 +2026-02-13 02:08:03 | INFO | PID:1399 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_riverraid_t0_s3 [train] +total_reward:4494.40 total_reward_ma:3280.28 loss:-12.45 fps:127.9 +frame:1.18e+06 wall_t:9225 t:73750 epi:nan +opt_step:221064 lr:0.0003 alpha:0.02694 +2026-02-13 02:09:20 | INFO | PID:1399 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_riverraid_t0_s3 [train] +total_reward:4501.10 total_reward_ma:3310.54 loss:-11.92 fps:127.9 +frame:1.19e+06 wall_t:9302 t:74375 epi:nan +opt_step:222939 lr:0.0003 alpha:0.02736 +2026-02-13 02:10:37 | INFO | PID:1399 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_riverraid_t0_s3 [train] +total_reward:4391.70 total_reward_ma:3339.63 loss:-12.63 fps:127.9 +frame:1.20e+06 wall_t:9379 t:75000 epi:nan +opt_step:224814 lr:0.0003 alpha:0.02675 +2026-02-13 02:11:54 | INFO | PID:1399 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_riverraid_t0_s3 [train] +total_reward:4442.40 total_reward_ma:3368.67 loss:-12.49 fps:128 +frame:1.21e+06 wall_t:9456 t:75625 epi:nan +opt_step:226689 lr:0.0003 alpha:0.02662 +2026-02-13 02:13:12 | INFO | PID:1399 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_riverraid_t0_s3 [train] +total_reward:4338.50 total_reward_ma:3396.16 loss:-11.89 fps:128 +frame:1.22e+06 wall_t:9534 t:76250 epi:nan +opt_step:228564 lr:0.0003 alpha:0.02598 +2026-02-13 02:14:29 | INFO | PID:1399 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_riverraid_t0_s3 [train] +total_reward:4347.60 total_reward_ma:3423.01 loss:-12.07 fps:128 +frame:1.23e+06 wall_t:9611 t:76875 epi:nan +opt_step:230439 lr:0.0003 alpha:0.02678 +2026-02-13 02:15:46 | INFO | PID:1399 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_riverraid_t0_s3 [train] +total_reward:4421.90 total_reward_ma:3449.54 loss:-12.36 fps:128 +frame:1.24e+06 wall_t:9688 t:77500 epi:nan +opt_step:232314 lr:0.0003 alpha:0.02666 +2026-02-13 02:17:02 | INFO | PID:1399 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_riverraid_t0_s3 [train] +total_reward:4530.10 total_reward_ma:3476.82 loss:-11.87 fps:128 +frame:1.25e+06 wall_t:9764 t:78125 epi:nan +opt_step:234189 lr:0.0003 alpha:0.02657 +2026-02-13 02:18:19 | INFO | PID:1399 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_riverraid_t0_s3 [train] +total_reward:4552.70 total_reward_ma:3503.67 loss:-12.29 fps:128 +frame:1.26e+06 wall_t:9841 t:78750 epi:nan +opt_step:236064 lr:0.0003 alpha:0.02649 +2026-02-13 02:19:35 | INFO | PID:1399 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_riverraid_t0_s3 [train] +total_reward:4575.20 total_reward_ma:3530.18 loss:-11.97 fps:128.1 +frame:1.27e+06 wall_t:9917 t:79375 epi:nan +opt_step:237939 lr:0.0003 alpha:0.02662 +2026-02-13 02:20:52 | INFO | PID:1399 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_riverraid_t0_s3 [train] +total_reward:4627.10 total_reward_ma:3556.56 loss:-11.65 fps:128.1 +frame:1.28e+06 wall_t:9994 t:80000 epi:nan +opt_step:239814 lr:0.0003 alpha:0.02638 +2026-02-13 02:22:09 | INFO | PID:1399 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_riverraid_t0_s3 [train] +total_reward:4685.90 total_reward_ma:3583.01 loss:-11.85 fps:128.1 +frame:1.29e+06 wall_t:10071 t:80625 epi:nan +opt_step:241689 lr:0.0003 alpha:0.02626 +2026-02-13 02:23:26 | INFO | PID:1399 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_riverraid_t0_s3 [train] +total_reward:4666.30 total_reward_ma:3608.86 loss:-11.57 fps:128.1 +frame:1.30e+06 wall_t:10148 t:81250 epi:nan +opt_step:243564 lr:0.0003 alpha:0.02699 +2026-02-13 02:24:42 | INFO | PID:1399 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_riverraid_t0_s3 [train] +total_reward:4791.70 total_reward_ma:3635.83 loss:-12.44 fps:128.1 +frame:1.31e+06 wall_t:10224 t:81875 epi:nan +opt_step:245439 lr:0.0003 alpha:0.027 +2026-02-13 02:25:59 | INFO | PID:1399 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_riverraid_t0_s3 [train] +total_reward:4855.50 total_reward_ma:3663.10 loss:-12.32 fps:128.1 +frame:1.32e+06 wall_t:10301 t:82500 epi:nan +opt_step:247314 lr:0.0003 alpha:0.02663 +2026-02-13 02:27:15 | INFO | PID:1399 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_riverraid_t0_s3 [train] +total_reward:4891.30 total_reward_ma:3690.09 loss:-11.69 fps:128.2 +frame:1.33e+06 wall_t:10377 t:83125 epi:nan +opt_step:249189 lr:0.0003 alpha:0.02658 +2026-02-13 02:28:32 | INFO | PID:1399 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_riverraid_t0_s3 [train] +total_reward:4878.50 total_reward_ma:3717.00 loss:-12.13 fps:128.2 +frame:1.34e+06 wall_t:10454 t:83750 epi:nan +opt_step:251064 lr:0.0003 alpha:0.0264 +2026-02-13 02:29:49 | INFO | PID:1399 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_riverraid_t0_s3 [train] +total_reward:4953.90 total_reward_ma:3744.61 loss:-12.03 fps:128.2 +frame:1.35e+06 wall_t:10531 t:84375 epi:nan +opt_step:252939 lr:0.0003 alpha:0.02624 +2026-02-13 02:31:06 | INFO | PID:1399 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_riverraid_t0_s3 [train] +total_reward:4976.70 total_reward_ma:3772.30 loss:-11.96 fps:128.2 +frame:1.36e+06 wall_t:10608 t:85000 epi:nan +opt_step:254814 lr:0.0003 alpha:0.02678 +2026-02-13 02:32:22 | INFO | PID:1399 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_riverraid_t0_s3 [train] +total_reward:4966.60 total_reward_ma:3799.85 loss:-12.23 fps:128.2 +frame:1.37e+06 wall_t:10684 t:85625 epi:nan +opt_step:256689 lr:0.0003 alpha:0.02677 +2026-02-13 02:33:40 | INFO | PID:1399 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_riverraid_t0_s3 [train] +total_reward:4922.90 total_reward_ma:3826.90 loss:-12.16 fps:128.2 +frame:1.38e+06 wall_t:10762 t:86250 epi:nan +opt_step:258564 lr:0.0003 alpha:0.02634 +2026-02-13 02:34:56 | INFO | PID:1399 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_riverraid_t0_s3 [train] +total_reward:4892.70 total_reward_ma:3853.64 loss:-11.75 fps:128.3 +frame:1.39e+06 wall_t:10838 t:86875 epi:nan +opt_step:260439 lr:0.0003 alpha:0.02704 +2026-02-13 02:36:13 | INFO | PID:1399 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_riverraid_t0_s3 [train] +total_reward:4896.50 total_reward_ma:3880.23 loss:-12.41 fps:128.3 +frame:1.40e+06 wall_t:10915 t:87500 epi:nan +opt_step:262314 lr:0.0003 alpha:0.02756 +2026-02-13 02:37:30 | INFO | PID:1399 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_riverraid_t0_s3 [train] +total_reward:4939.60 total_reward_ma:3907.23 loss:-11.8 fps:128.3 +frame:1.41e+06 wall_t:10992 t:88125 epi:nan +opt_step:264189 lr:0.0003 alpha:0.02792 +2026-02-13 02:38:47 | INFO | PID:1399 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_riverraid_t0_s3 [train] +total_reward:4859.10 total_reward_ma:3933.29 loss:-12.44 fps:128.3 +frame:1.42e+06 wall_t:11069 t:88750 epi:nan +opt_step:266064 lr:0.0003 alpha:0.02712 +2026-02-13 02:40:03 | INFO | PID:1399 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_riverraid_t0_s3 [train] +total_reward:4821.50 total_reward_ma:3958.65 loss:-12.05 fps:128.3 +frame:1.43e+06 wall_t:11145 t:89375 epi:nan +opt_step:267939 lr:0.0003 alpha:0.02744 +2026-02-13 02:41:20 | INFO | PID:1399 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_riverraid_t0_s3 [train] +total_reward:4742.50 total_reward_ma:3983.18 loss:-12.16 fps:128.3 +frame:1.44e+06 wall_t:11222 t:90000 epi:nan +opt_step:269814 lr:0.0003 alpha:0.0277 +2026-02-13 02:42:36 | INFO | PID:1399 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_riverraid_t0_s3 [train] +total_reward:4789.90 total_reward_ma:4007.85 loss:-12.34 fps:128.3 +frame:1.45e+06 wall_t:11298 t:90625 epi:nan +opt_step:271689 lr:0.0003 alpha:0.02784 +2026-02-13 02:43:53 | INFO | PID:1399 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_riverraid_t0_s3 [train] +total_reward:4825.10 total_reward_ma:4032.42 loss:-12.28 fps:128.4 +frame:1.46e+06 wall_t:11375 t:91250 epi:nan +opt_step:273564 lr:0.0003 alpha:0.02773 +2026-02-13 02:45:09 | INFO | PID:1399 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_riverraid_t0_s3 [train] +total_reward:4862.10 total_reward_ma:4056.68 loss:-12.75 fps:128.4 +frame:1.47e+06 wall_t:11451 t:91875 epi:nan +opt_step:275439 lr:0.0003 alpha:0.02757 +2026-02-13 02:46:26 | INFO | PID:1399 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_riverraid_t0_s3 [train] +total_reward:4933.10 total_reward_ma:4081.42 loss:-12.31 fps:128.4 +frame:1.48e+06 wall_t:11528 t:92500 epi:nan +opt_step:277314 lr:0.0003 alpha:0.02794 +2026-02-13 02:47:43 | INFO | PID:1399 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_riverraid_t0_s3 [train] +total_reward:4911.80 total_reward_ma:4105.77 loss:-12.54 fps:128.4 +frame:1.49e+06 wall_t:11605 t:93125 epi:nan +opt_step:279189 lr:0.0003 alpha:0.02753 +2026-02-13 02:48:59 | INFO | PID:1399 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_riverraid_t0_s3 [train] +total_reward:4891.80 total_reward_ma:4129.70 loss:-12.83 fps:128.4 +frame:1.50e+06 wall_t:11681 t:93750 epi:nan +opt_step:281064 lr:0.0003 alpha:0.02794 +2026-02-13 02:50:15 | INFO | PID:1399 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_riverraid_t0_s3 [train] +total_reward:4985.10 total_reward_ma:4154.27 loss:-12.47 fps:128.4 +frame:1.51e+06 wall_t:11757 t:94375 epi:nan +opt_step:282939 lr:0.0003 alpha:0.02729 +2026-02-13 02:51:32 | INFO | PID:1399 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_riverraid_t0_s3 [train] +total_reward:5007.70 total_reward_ma:4178.40 loss:-13.24 fps:128.4 +frame:1.52e+06 wall_t:11834 t:95000 epi:nan +opt_step:284814 lr:0.0003 alpha:0.02796 +2026-02-13 02:52:49 | INFO | PID:1399 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_riverraid_t0_s3 [train] +total_reward:5070.70 total_reward_ma:4202.44 loss:-12.56 fps:128.5 +frame:1.53e+06 wall_t:11911 t:95625 epi:nan +opt_step:286689 lr:0.0003 alpha:0.02767 +2026-02-13 02:54:05 | INFO | PID:1399 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_riverraid_t0_s3 [train] +total_reward:5037.30 total_reward_ma:4225.43 loss:-13.1 fps:128.5 +frame:1.54e+06 wall_t:11987 t:96250 epi:nan +opt_step:288564 lr:0.0003 alpha:0.02776 +2026-02-13 02:55:22 | INFO | PID:1399 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_riverraid_t0_s3 [train] +total_reward:5167.00 total_reward_ma:4249.53 loss:-13.08 fps:128.5 +frame:1.55e+06 wall_t:12064 t:96875 epi:nan +opt_step:290439 lr:0.0003 alpha:0.02778 +2026-02-13 02:56:39 | INFO | PID:1399 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_riverraid_t0_s3 [train] +total_reward:5195.50 total_reward_ma:4273.41 loss:-12.9 fps:128.5 +frame:1.56e+06 wall_t:12141 t:97500 epi:nan +opt_step:292314 lr:0.0003 alpha:0.02787 +2026-02-13 02:57:55 | INFO | PID:1399 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_riverraid_t0_s3 [train] +total_reward:5251.40 total_reward_ma:4297.24 loss:-12.59 fps:128.5 +frame:1.57e+06 wall_t:12217 t:98125 epi:nan +opt_step:294189 lr:0.0003 alpha:0.02818 +2026-02-13 02:59:12 | INFO | PID:1399 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_riverraid_t0_s3 [train] +total_reward:5261.10 total_reward_ma:4320.25 loss:-13.01 fps:128.5 +frame:1.58e+06 wall_t:12294 t:98750 epi:nan +opt_step:296064 lr:0.0003 alpha:0.02773 +2026-02-13 03:00:29 | INFO | PID:1399 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_riverraid_t0_s3 [train] +total_reward:5175.40 total_reward_ma:4342.15 loss:-13.01 fps:128.5 +frame:1.59e+06 wall_t:12371 t:99375 epi:nan +opt_step:297939 lr:0.0003 alpha:0.02797 +2026-02-13 03:01:46 | INFO | PID:1399 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_riverraid_t0_s3 [train] +total_reward:5194.90 total_reward_ma:4363.29 loss:-13.29 fps:128.5 +frame:1.60e+06 wall_t:12448 t:100000 epi:nan +opt_step:299814 lr:0.0003 alpha:0.02781 +2026-02-13 03:03:02 | INFO | PID:1399 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_riverraid_t0_s3 [train] +total_reward:5291.90 total_reward_ma:4384.95 loss:-13.21 fps:128.6 +frame:1.61e+06 wall_t:12524 t:100625 epi:nan +opt_step:301689 lr:0.0003 alpha:0.02782 +2026-02-13 03:04:19 | INFO | PID:1399 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_riverraid_t0_s3 [train] +total_reward:5274.60 total_reward_ma:4406.44 loss:-12.84 fps:128.6 +frame:1.62e+06 wall_t:12601 t:101250 epi:nan +opt_step:303564 lr:0.0003 alpha:0.02835 +2026-02-13 03:05:36 | INFO | PID:1399 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_riverraid_t0_s3 [train] +total_reward:5387.30 total_reward_ma:4428.83 loss:-13.78 fps:128.6 +frame:1.63e+06 wall_t:12678 t:101875 epi:nan +opt_step:305439 lr:0.0003 alpha:0.02804 +2026-02-13 03:06:52 | INFO | PID:1399 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_riverraid_t0_s3 [train] +total_reward:5369.00 total_reward_ma:4450.35 loss:-13.02 fps:128.6 +frame:1.64e+06 wall_t:12754 t:102500 epi:nan +opt_step:307314 lr:0.0003 alpha:0.02782 +2026-02-13 03:08:09 | INFO | PID:1399 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_riverraid_t0_s3 [train] +total_reward:5408.10 total_reward_ma:4472.27 loss:-13.42 fps:128.6 +frame:1.65e+06 wall_t:12831 t:103125 epi:nan +opt_step:309189 lr:0.0003 alpha:0.02849 +2026-02-13 03:09:26 | INFO | PID:1399 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_riverraid_t0_s3 [train] +total_reward:5337.80 total_reward_ma:4493.20 loss:-13.19 fps:128.6 +frame:1.66e+06 wall_t:12908 t:103750 epi:nan +opt_step:311064 lr:0.0003 alpha:0.02819 +2026-02-13 03:10:42 | INFO | PID:1399 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_riverraid_t0_s3 [train] +total_reward:5361.40 total_reward_ma:4513.79 loss:-13.24 fps:128.6 +frame:1.67e+06 wall_t:12984 t:104375 epi:nan +opt_step:312939 lr:0.0003 alpha:0.02844 +2026-02-13 03:11:59 | INFO | PID:1399 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_riverraid_t0_s3 [train] +total_reward:5355.10 total_reward_ma:4534.06 loss:-13.55 fps:128.6 +frame:1.68e+06 wall_t:13061 t:105000 epi:nan +opt_step:314814 lr:0.0003 alpha:0.02824 +2026-02-13 03:13:16 | INFO | PID:1399 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_riverraid_t0_s3 [train] +total_reward:5341.60 total_reward_ma:4553.50 loss:-13.33 fps:128.6 +frame:1.69e+06 wall_t:13138 t:105625 epi:nan +opt_step:316689 lr:0.0003 alpha:0.02833 +2026-02-13 03:14:32 | INFO | PID:1399 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_riverraid_t0_s3 [train] +total_reward:5353.60 total_reward_ma:4572.70 loss:-13.38 fps:128.7 +frame:1.70e+06 wall_t:13214 t:106250 epi:nan +opt_step:318564 lr:0.0003 alpha:0.02876 +2026-02-13 03:15:49 | INFO | PID:1399 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_riverraid_t0_s3 [train] +total_reward:5447.30 total_reward_ma:4592.28 loss:-13.79 fps:128.7 +frame:1.71e+06 wall_t:13291 t:106875 epi:nan +opt_step:320439 lr:0.0003 alpha:0.02979 +2026-02-13 03:17:05 | INFO | PID:1399 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_riverraid_t0_s3 [train] +total_reward:5666.10 total_reward_ma:4612.95 loss:-13.79 fps:128.7 +frame:1.72e+06 wall_t:13367 t:107500 epi:nan +opt_step:322314 lr:0.0003 alpha:0.0291 +2026-02-13 03:18:22 | INFO | PID:1399 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_riverraid_t0_s3 [train] +total_reward:5716.40 total_reward_ma:4633.95 loss:-14.07 fps:128.7 +frame:1.73e+06 wall_t:13444 t:108125 epi:nan +opt_step:324189 lr:0.0003 alpha:0.02882 +2026-02-13 03:19:38 | INFO | PID:1399 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_riverraid_t0_s3 [train] +total_reward:5724.40 total_reward_ma:4655.21 loss:-13.55 fps:128.7 +frame:1.74e+06 wall_t:13520 t:108750 epi:nan +opt_step:326064 lr:0.0003 alpha:0.02918 +2026-02-13 03:20:55 | INFO | PID:1399 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_riverraid_t0_s3 [train] +total_reward:5747.40 total_reward_ma:4675.83 loss:-13.35 fps:128.7 +frame:1.75e+06 wall_t:13597 t:109375 epi:nan +opt_step:327939 lr:0.0003 alpha:0.02916 +2026-02-13 03:22:12 | INFO | PID:1399 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_riverraid_t0_s3 [train] +total_reward:5763.60 total_reward_ma:4696.22 loss:-13.36 fps:128.7 +frame:1.76e+06 wall_t:13674 t:110000 epi:nan +opt_step:329814 lr:0.0003 alpha:0.02872 +2026-02-13 03:23:29 | INFO | PID:1399 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_riverraid_t0_s3 [train] +total_reward:5786.60 total_reward_ma:4716.03 loss:-14.2 fps:128.7 +frame:1.77e+06 wall_t:13751 t:110625 epi:nan +opt_step:331689 lr:0.0003 alpha:0.02887 +2026-02-13 03:24:46 | INFO | PID:1399 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_riverraid_t0_s3 [train] +total_reward:5801.10 total_reward_ma:4735.25 loss:-13.63 fps:128.7 +frame:1.78e+06 wall_t:13828 t:111250 epi:nan +opt_step:333564 lr:0.0003 alpha:0.02895 +2026-02-13 03:26:03 | INFO | PID:1399 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_riverraid_t0_s3 [train] +total_reward:5870.90 total_reward_ma:4755.23 loss:-13.92 fps:128.7 +frame:1.79e+06 wall_t:13905 t:111875 epi:nan +opt_step:335439 lr:0.0003 alpha:0.02917 +2026-02-13 03:27:19 | INFO | PID:1399 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_riverraid_t0_s3 [train] +total_reward:5983.80 total_reward_ma:4776.22 loss:-14.22 fps:128.7 +frame:1.80e+06 wall_t:13981 t:112500 epi:nan +opt_step:337314 lr:0.0003 alpha:0.02943 +2026-02-13 03:28:36 | INFO | PID:1399 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_riverraid_t0_s3 [train] +total_reward:5970.50 total_reward_ma:4797.07 loss:-14.16 fps:128.8 +frame:1.81e+06 wall_t:14058 t:113125 epi:nan +opt_step:339189 lr:0.0003 alpha:0.02923 +2026-02-13 03:29:53 | INFO | PID:1399 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_riverraid_t0_s3 [train] +total_reward:6058.30 total_reward_ma:4818.42 loss:-13.94 fps:128.8 +frame:1.82e+06 wall_t:14135 t:113750 epi:nan +opt_step:341064 lr:0.0003 alpha:0.02912 +2026-02-13 03:31:09 | INFO | PID:1399 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_riverraid_t0_s3 [train] +total_reward:6096.20 total_reward_ma:4840.16 loss:-14.2 fps:128.8 +frame:1.83e+06 wall_t:14211 t:114375 epi:nan +opt_step:342939 lr:0.0003 alpha:0.02937 +2026-02-13 03:32:26 | INFO | PID:1399 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_riverraid_t0_s3 [train] +total_reward:6121.10 total_reward_ma:4861.14 loss:-13.96 fps:128.8 +frame:1.84e+06 wall_t:14288 t:115000 epi:nan +opt_step:344814 lr:0.0003 alpha:0.02972 +2026-02-13 03:33:43 | INFO | PID:1399 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_riverraid_t0_s3 [train] +total_reward:6016.90 total_reward_ma:4881.13 loss:-14.18 fps:128.8 +frame:1.85e+06 wall_t:14365 t:115625 epi:nan +opt_step:346689 lr:0.0003 alpha:0.02976 +2026-02-13 03:35:00 | INFO | PID:1399 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_riverraid_t0_s3 [train] +total_reward:5959.30 total_reward_ma:4899.52 loss:-14.12 fps:128.8 +frame:1.86e+06 wall_t:14442 t:116250 epi:nan +opt_step:348564 lr:0.0003 alpha:0.03012 +2026-02-13 03:36:17 | INFO | PID:1399 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_riverraid_t0_s3 [train] +total_reward:5863.20 total_reward_ma:4916.98 loss:-14.3 fps:128.8 +frame:1.87e+06 wall_t:14519 t:116875 epi:nan +opt_step:350439 lr:0.0003 alpha:0.02998 +2026-02-13 03:37:34 | INFO | PID:1399 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_riverraid_t0_s3 [train] +total_reward:5832.60 total_reward_ma:4934.00 loss:-13.72 fps:128.8 +frame:1.88e+06 wall_t:14596 t:117500 epi:nan +opt_step:352314 lr:0.0003 alpha:0.02972 +2026-02-13 03:38:50 | INFO | PID:1399 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_riverraid_t0_s3 [train] +total_reward:5866.60 total_reward_ma:4950.57 loss:-14.37 fps:128.8 +frame:1.89e+06 wall_t:14672 t:118125 epi:nan +opt_step:354189 lr:0.0003 alpha:0.03043 +2026-02-13 03:40:07 | INFO | PID:1399 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_riverraid_t0_s3 [train] +total_reward:5930.40 total_reward_ma:4967.83 loss:-14.11 fps:128.8 +frame:1.90e+06 wall_t:14749 t:118750 epi:nan +opt_step:356064 lr:0.0003 alpha:0.02994 +2026-02-13 03:41:24 | INFO | PID:1399 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_riverraid_t0_s3 [train] +total_reward:5957.00 total_reward_ma:4985.07 loss:-13.81 fps:128.8 +frame:1.91e+06 wall_t:14826 t:119375 epi:nan +opt_step:357939 lr:0.0003 alpha:0.02975 +2026-02-13 03:42:40 | INFO | PID:1399 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_riverraid_t0_s3 [train] +total_reward:5945.10 total_reward_ma:5001.69 loss:-13.49 fps:128.8 +frame:1.92e+06 wall_t:14902 t:120000 epi:nan +opt_step:359814 lr:0.0003 alpha:0.0301 +2026-02-13 03:43:57 | INFO | PID:1399 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_riverraid_t0_s3 [train] +total_reward:5914.60 total_reward_ma:5017.50 loss:-13.99 fps:128.8 +frame:1.93e+06 wall_t:14979 t:120625 epi:nan +opt_step:361689 lr:0.0003 alpha:0.02927 +2026-02-13 03:45:14 | INFO | PID:1399 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_riverraid_t0_s3 [train] +total_reward:5894.30 total_reward_ma:5033.04 loss:-14.05 fps:128.9 +frame:1.94e+06 wall_t:15056 t:121250 epi:nan +opt_step:363564 lr:0.0003 alpha:0.02917 +2026-02-13 03:46:30 | INFO | PID:1399 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_riverraid_t0_s3 [train] +total_reward:5912.50 total_reward_ma:5048.82 loss:-13.57 fps:128.9 +frame:1.95e+06 wall_t:15132 t:121875 epi:nan +opt_step:365439 lr:0.0003 alpha:0.02901 +2026-02-13 03:47:47 | INFO | PID:1399 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_riverraid_t0_s3 [train] +total_reward:5881.80 total_reward_ma:5064.17 loss:-13.48 fps:128.9 +frame:1.96e+06 wall_t:15209 t:122500 epi:nan +opt_step:367314 lr:0.0003 alpha:0.02931 +2026-02-13 03:49:04 | INFO | PID:1399 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_riverraid_t0_s3 [train] +total_reward:5830.00 total_reward_ma:5078.76 loss:-13.96 fps:128.9 +frame:1.97e+06 wall_t:15286 t:123125 epi:nan +opt_step:369189 lr:0.0003 alpha:0.02904 +2026-02-13 03:50:21 | INFO | PID:1399 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_riverraid_t0_s3 [train] +total_reward:5885.60 total_reward_ma:5094.17 loss:-13.89 fps:128.9 +frame:1.98e+06 wall_t:15363 t:123750 epi:nan +opt_step:371064 lr:0.0003 alpha:0.02929 +2026-02-13 03:51:38 | INFO | PID:1399 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_riverraid_t0_s3 [train] +total_reward:5974.50 total_reward_ma:5109.97 loss:-14.14 fps:128.9 +frame:1.99e+06 wall_t:15440 t:124375 epi:nan +opt_step:372939 lr:0.0003 alpha:0.02871 +2026-02-13 03:52:54 | INFO | PID:1399 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_riverraid_t0_s3 [train] +total_reward:6156.60 total_reward_ma:5127.85 loss:-13.5 fps:128.9 +frame:2.00e+06 wall_t:15516 t:125000 epi:nan +opt_step:374814 lr:0.0003 alpha:0.02921 +2026-02-13 03:52:55 | INFO | PID:1399 | slm_lab.lib.logger:info | Session 3 done diff --git a/data/sac_atari_riverraid_2026_02_12_233410/sac_atari_riverraid_spec.json b/data/sac_atari_riverraid_2026_02_12_233410/sac_atari_riverraid_spec.json new file mode 100644 index 0000000000000000000000000000000000000000..0c8ba083dc996cae6b86b22d7e888616baba3163 --- /dev/null +++ b/data/sac_atari_riverraid_2026_02_12_233410/sac_atari_riverraid_spec.json @@ -0,0 +1,98 @@ +{ + "agent": { + "name": "SoftActorCritic", + "algorithm": { + "name": "SoftActorCritic", + "action_pdtype": "Categorical", + "action_policy": "default", + "gamma": 0.99, + "training_start_step": 1000, + "training_frequency": 4, + "training_iter": 3 + }, + "memory": { + "name": "Replay", + "batch_size": 256, + "max_size": 200000, + "use_cer": false + }, + "net": { + "type": "ConvNet", + "shared": false, + "conv_hid_layers": [ + [ + 32, + 8, + 4, + 0, + 1 + ], + [ + 64, + 4, + 2, + 0, + 1 + ], + [ + 64, + 3, + 1, + 0, + 1 + ] + ], + "fc_hid_layers": [ + 512 + ], + "hid_layers_activation": "relu", + "init_fn": "orthogonal_", + "normalize": true, + "batch_norm": false, + "clip_grad_val": 0.5, + "use_same_optim": false, + "loss_spec": { + "name": "SmoothL1Loss" + }, + "optim_spec": { + "name": "AdamW", + "lr": 0.0003, + "eps": 0.0001 + }, + "update_type": "polyak", + "update_frequency": 1, + "polyak_coef": 0.005, + "gpu": "auto" + } + }, + "env": { + "name": "ALE/Riverraid-v5", + "num_envs": 16, + "max_t": null, + "max_frame": 2000000, + "life_loss_info": true + }, + "meta": { + "distributed": false, + "eval_frequency": 10000, + "log_frequency": 10000, + "max_session": 4, + "max_trial": 1, + "rigorous_eval": 0, + "experiment": 0, + "trial": 0, + "session": -1, + "cuda_offset": 0, + "resume": false, + "experiment_ts": "2026_02_12_233410", + "prepath": "data/sac_atari_riverraid_2026_02_12_233410/sac_atari_riverraid_t0", + "git_sha": "unknown", + "random_seed": null, + "predir": "data/sac_atari_riverraid_2026_02_12_233410", + "graph_prepath": "data/sac_atari_riverraid_2026_02_12_233410/graph/sac_atari_riverraid_t0", + "info_prepath": "data/sac_atari_riverraid_2026_02_12_233410/info/sac_atari_riverraid_t0", + "log_prepath": "data/sac_atari_riverraid_2026_02_12_233410/log/sac_atari_riverraid_t0", + "model_prepath": "data/sac_atari_riverraid_2026_02_12_233410/model/sac_atari_riverraid_t0" + }, + "name": "sac_atari_riverraid" +} \ No newline at end of file diff --git a/data/sac_atari_riverraid_2026_02_12_233410/sac_atari_riverraid_t0_spec.json b/data/sac_atari_riverraid_2026_02_12_233410/sac_atari_riverraid_t0_spec.json new file mode 100644 index 0000000000000000000000000000000000000000..0c8ba083dc996cae6b86b22d7e888616baba3163 --- /dev/null +++ b/data/sac_atari_riverraid_2026_02_12_233410/sac_atari_riverraid_t0_spec.json @@ -0,0 +1,98 @@ +{ + "agent": { + "name": "SoftActorCritic", + "algorithm": { + "name": "SoftActorCritic", + "action_pdtype": "Categorical", + "action_policy": "default", + "gamma": 0.99, + "training_start_step": 1000, + "training_frequency": 4, + "training_iter": 3 + }, + "memory": { + "name": "Replay", + "batch_size": 256, + "max_size": 200000, + "use_cer": false + }, + "net": { + "type": "ConvNet", + "shared": false, + "conv_hid_layers": [ + [ + 32, + 8, + 4, + 0, + 1 + ], + [ + 64, + 4, + 2, + 0, + 1 + ], + [ + 64, + 3, + 1, + 0, + 1 + ] + ], + "fc_hid_layers": [ + 512 + ], + "hid_layers_activation": "relu", + "init_fn": "orthogonal_", + "normalize": true, + "batch_norm": false, + "clip_grad_val": 0.5, 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newline at end of file diff --git a/data/sac_atari_roadrunner_2026_02_12_233449/info/sac_atari_roadrunner_t0_trial_metrics_scalar.json b/data/sac_atari_roadrunner_2026_02_12_233449/info/sac_atari_roadrunner_t0_trial_metrics_scalar.json new file mode 100644 index 0000000000000000000000000000000000000000..a39b7ea1a2c3bc03e31ffe5d0335951fefd892de --- /dev/null +++ b/data/sac_atari_roadrunner_2026_02_12_233449/info/sac_atari_roadrunner_t0_trial_metrics_scalar.json @@ -0,0 +1,11 @@ +{ + "frame": 2000000.0, + "total_reward_ma": 23899.0078125, + "strength": 15646.23046875, + "max_strength": 26483.0, + "final_strength": 24904.5, + "sample_efficiency": 8.74024408403784e-07, + "training_efficiency": 4.667289886128856e-06, + "stability": 0.996659517288208, + "consistency": 0.5676666498184204 +} \ No newline at end of file diff --git a/data/sac_atari_roadrunner_2026_02_12_233449/log/sac_atari_roadrunner_t0.log b/data/sac_atari_roadrunner_2026_02_12_233449/log/sac_atari_roadrunner_t0.log new file mode 100644 index 0000000000000000000000000000000000000000..99f62dc0a2284f4e7f943275052ae52f83623caf --- /dev/null +++ b/data/sac_atari_roadrunner_2026_02_12_233449/log/sac_atari_roadrunner_t0.log @@ -0,0 +1,5 @@ +2026-02-13 04:06:01 | INFO | PID:1197 | slm_lab.lib.logger:info | trial_metrics: frame:2.00e+06 | total_reward_ma:23899.01 | strength:1.565e+04 | max_strength:26483 | final_strength:2.49e+04 | sample_efficiency:8.74e-07 | training_efficiency:4.667e-06 | stability:0.9967 | consistency:0.5677 +2026-02-13 04:06:01 | INFO | PID:1197 | slm_lab.lib.logger:info | Trial 0 done +2026-02-13 04:06:01 | INFO | PID:1197 | slm_lab.cli.main:run_spec | Output: data/sac_atari_roadrunner_2026_02_12_233449 +2026-02-13 04:06:01 | INFO | PID:1197 | slm_lab.lib.hf:cleanup_models | Cleanup saved 310.3 MB +2026-02-13 04:06:01 | INFO | PID:1197 | slm_lab.lib.hf:upload | Uploading data/sac_atari_roadrunner_2026_02_12_233449 to SLM-Lab/benchmark-dev/data/sac_atari_roadrunner_2026_02_12_233449... diff --git a/data/sac_atari_roadrunner_2026_02_12_233449/log/sac_atari_roadrunner_t0_s0.log b/data/sac_atari_roadrunner_2026_02_12_233449/log/sac_atari_roadrunner_t0_s0.log new file mode 100644 index 0000000000000000000000000000000000000000..5cd7edc99c9d35d8d6a64f816460d256040050cd --- /dev/null +++ b/data/sac_atari_roadrunner_2026_02_12_233449/log/sac_atari_roadrunner_t0_s0.log @@ -0,0 +1,982 @@ +2026-02-12 23:34:54 | INFO | PID:1324 | slm_lab.env:_make_vector_env | AtariVectorEnv: 16 envs, native preprocessing +2026-02-12 23:35:48 | INFO | PID:1324 | slm_lab.lib.perf:log_perf_setup | Performance setup: +Platform: GPU NVIDIA RTX A4500 (compute 8.6) +• GPU cuDNN benchmark: enabled +• GPU memory management: enabled +• GPU TF32 acceleration: enabled +2026-02-12 23:35:49 | INFO | PID:1324 | slm_lab.lib.logger:info | SoftActorCritic: +algorithm_spec: + name: SoftActorCritic + action_pdtype: Categorical + action_policy: default + gamma: 0.99 + training_start_step: 1000 + training_frequency: 4 + training_iter: 3 +name: SoftActorCritic +memory_spec: + name: Replay + batch_size: 256 + max_size: 200000 + use_cer: false +action_pdtype: Categorical +training_iter: 3 +training_start_step: 1000 +policy_delay: 1 +entropy_penalty_coef: 0.0 +gamma: 0.99 +training_frequency: 4 +to_train: 0 +_train_step: 0 +shared: False +net: (device:cuda:0) ConvNet( + (conv_model): Sequential( + (0): Conv2d(4, 32, kernel_size=(8, 8), stride=(4, 4)) + (1): ReLU() + (2): Conv2d(32, 64, kernel_size=(4, 4), stride=(2, 2)) + (3): ReLU() + (4): Conv2d(64, 64, kernel_size=(3, 3), stride=(1, 1)) + (5): ReLU() + ) + (fc_model): Sequential( + (0): Linear(in_features=3136, out_features=512, bias=True) + (1): ReLU() + ) + (tails): Sequential( + (0): Linear(in_features=512, out_features=18, bias=True) + ) + (loss_fn): SmoothL1Loss() +) +optim: AdamW ( +Parameter Group 0 + amsgrad: False + betas: (0.9, 0.999) + capturable: False + decoupled_weight_decay: True + differentiable: False + eps: 0.0001 + foreach: None + fused: None + lr: 0.0003 + maximize: False + weight_decay: 0.01 +) +q1_net: (device:cuda:0) ConvNet( + (conv_model): Sequential( + (0): Conv2d(4, 32, kernel_size=(8, 8), stride=(4, 4)) + (1): ReLU() + (2): Conv2d(32, 64, kernel_size=(4, 4), stride=(2, 2)) + (3): ReLU() + (4): Conv2d(64, 64, kernel_size=(3, 3), stride=(1, 1)) + (5): ReLU() + ) + (fc_model): Sequential( + (0): Linear(in_features=3136, out_features=512, bias=True) + (1): ReLU() + ) + (tails): Sequential( + (0): Linear(in_features=512, out_features=18, bias=True) + ) + (loss_fn): SmoothL1Loss() +) +target_q1_net: (device:cuda:0) ConvNet( + (conv_model): Sequential( + (0): Conv2d(4, 32, kernel_size=(8, 8), stride=(4, 4)) + (1): ReLU() + (2): Conv2d(32, 64, kernel_size=(4, 4), stride=(2, 2)) + (3): ReLU() + (4): Conv2d(64, 64, kernel_size=(3, 3), stride=(1, 1)) + (5): ReLU() + ) + (fc_model): Sequential( + (0): Linear(in_features=3136, out_features=512, bias=True) + (1): ReLU() + ) + (tails): Sequential( + (0): Linear(in_features=512, out_features=18, bias=True) + ) + (loss_fn): SmoothL1Loss() +) +q1_optim: AdamW ( +Parameter Group 0 + amsgrad: False + betas: (0.9, 0.999) + capturable: False + decoupled_weight_decay: True + differentiable: False + eps: 0.0001 + foreach: None + fused: None + lr: 0.0003 + maximize: False + weight_decay: 0.01 +) +q2_net: (device:cuda:0) ConvNet( + (conv_model): Sequential( + (0): Conv2d(4, 32, kernel_size=(8, 8), stride=(4, 4)) + (1): ReLU() + (2): Conv2d(32, 64, kernel_size=(4, 4), stride=(2, 2)) + (3): ReLU() + (4): Conv2d(64, 64, kernel_size=(3, 3), stride=(1, 1)) + (5): ReLU() + ) + (fc_model): Sequential( + (0): Linear(in_features=3136, out_features=512, bias=True) + (1): ReLU() + ) + (tails): Sequential( + (0): Linear(in_features=512, out_features=18, bias=True) + ) + (loss_fn): SmoothL1Loss() +) +target_q2_net: (device:cuda:0) ConvNet( + (conv_model): Sequential( + (0): Conv2d(4, 32, kernel_size=(8, 8), stride=(4, 4)) + (1): ReLU() + (2): Conv2d(32, 64, kernel_size=(4, 4), stride=(2, 2)) + (3): ReLU() + (4): Conv2d(64, 64, kernel_size=(3, 3), stride=(1, 1)) + (5): ReLU() + ) + (fc_model): Sequential( + (0): Linear(in_features=3136, out_features=512, bias=True) + (1): ReLU() + ) + (tails): Sequential( + (0): Linear(in_features=512, out_features=18, bias=True) + ) + (loss_fn): SmoothL1Loss() +) +q2_optim: AdamW ( +Parameter Group 0 + amsgrad: False + betas: (0.9, 0.999) + capturable: False + decoupled_weight_decay: True + differentiable: False + eps: 0.0001 + foreach: None + fused: None + lr: 0.0003 + maximize: False + weight_decay: 0.01 +) +net_names: ['net', 'q1_net', 'target_q1_net', 'q2_net', 'target_q2_net'] +target_entropy: 1.7342230547376987 +log_alpha: tensor([0.], device='cuda:0', requires_grad=True) +alpha: tensor([1.], device='cuda:0') +alpha_optim: AdamW ( +Parameter Group 0 + amsgrad: False + betas: (0.9, 0.999) + capturable: False + decoupled_weight_decay: True + differentiable: False + eps: 0.0001 + foreach: None + fused: None + lr: 0.0003 + maximize: False + weight_decay: 0.01 +) +2026-02-12 23:37:02 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_roadrunner_t0_s0 [train] +total_reward:1.96 total_reward_ma:1.96 loss:-19.47 fps:80 +frame:1.00e+04 wall_t:125 t:625 epi:nan +opt_step:1689 lr:0.0003 alpha:0.6302 +2026-02-12 23:38:24 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_roadrunner_t0_s0 [train] +total_reward:6.12 total_reward_ma:4.04 loss:-28.8 fps:96.62 +frame:2.00e+04 wall_t:207 t:1250 epi:nan +opt_step:3564 lr:0.0003 alpha:0.403 +2026-02-12 23:39:45 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_roadrunner_t0_s0 [train] +total_reward:14.00 total_reward_ma:7.36 loss:-33.6 fps:104.2 +frame:3.00e+04 wall_t:288 t:1875 epi:nan +opt_step:5439 lr:0.0003 alpha:0.264 +2026-02-12 23:41:08 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_roadrunner_t0_s0 [train] +total_reward:13.00 total_reward_ma:8.77 loss:-35.61 fps:107.8 +frame:4.00e+04 wall_t:371 t:2500 epi:nan +opt_step:7314 lr:0.0003 alpha:0.1744 +2026-02-12 23:42:29 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_roadrunner_t0_s0 [train] +total_reward:21.00 total_reward_ma:11.22 loss:-34.75 fps:110.6 +frame:5.00e+04 wall_t:452 t:3125 epi:nan +opt_step:9189 lr:0.0003 alpha:0.1157 +2026-02-12 23:43:51 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_roadrunner_t0_s0 [train] +total_reward:65.00 total_reward_ma:20.18 loss:-34.41 fps:112.4 +frame:6.00e+04 wall_t:534 t:3750 epi:nan +opt_step:11064 lr:0.0003 alpha:0.07698 +2026-02-12 23:45:13 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_roadrunner_t0_s0 [train] +total_reward:72.00 total_reward_ma:27.58 loss:-32.4 fps:113.6 +frame:7.00e+04 wall_t:616 t:4375 epi:nan +opt_step:12939 lr:0.0003 alpha:0.05144 +2026-02-12 23:46:35 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_roadrunner_t0_s0 [train] +total_reward:92.00 total_reward_ma:35.64 loss:-30.1 fps:114.6 +frame:8.00e+04 wall_t:698 t:5000 epi:nan +opt_step:14814 lr:0.0003 alpha:0.03461 +2026-02-12 23:47:56 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_roadrunner_t0_s0 [train] +total_reward:143.00 total_reward_ma:47.56 loss:-28 fps:115.5 +frame:9.00e+04 wall_t:779 t:5625 epi:nan +opt_step:16689 lr:0.0003 alpha:0.02355 +2026-02-12 23:49:17 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_roadrunner_t0_s0 [train] +total_reward:213.00 total_reward_ma:64.11 loss:-26.22 fps:116.3 +frame:1.00e+05 wall_t:860 t:6250 epi:nan +opt_step:18564 lr:0.0003 alpha:0.01648 +2026-02-12 23:50:39 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_roadrunner_t0_s0 [train] +total_reward:264.00 total_reward_ma:82.28 loss:-24.35 fps:116.8 +frame:1.10e+05 wall_t:942 t:6875 epi:nan +opt_step:20439 lr:0.0003 alpha:0.01223 +2026-02-12 23:52:00 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_roadrunner_t0_s0 [train] +total_reward:427.00 total_reward_ma:111.01 loss:-22.09 fps:117.3 +frame:1.20e+05 wall_t:1023 t:7500 epi:nan +opt_step:22314 lr:0.0003 alpha:0.01031 +2026-02-12 23:53:22 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_roadrunner_t0_s0 [train] +total_reward:648.00 total_reward_ma:152.31 loss:-20.38 fps:117.6 +frame:1.30e+05 wall_t:1105 t:8125 epi:nan +opt_step:24189 lr:0.0003 alpha:0.01074 +2026-02-12 23:54:43 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_roadrunner_t0_s0 [train] +total_reward:911.00 total_reward_ma:206.51 loss:-19.11 fps:118 +frame:1.40e+05 wall_t:1186 t:8750 epi:nan +opt_step:26064 lr:0.0003 alpha:0.01182 +2026-02-12 23:56:04 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_roadrunner_t0_s0 [train] +total_reward:1230.00 total_reward_ma:274.74 loss:-17.62 fps:118.4 +frame:1.50e+05 wall_t:1267 t:9375 epi:nan +opt_step:27939 lr:0.0003 alpha:0.01263 +2026-02-12 23:57:25 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_roadrunner_t0_s0 [train] +total_reward:1447.00 total_reward_ma:348.01 loss:-16.3 fps:118.7 +frame:1.60e+05 wall_t:1348 t:10000 epi:nan +opt_step:29814 lr:0.0003 alpha:0.01277 +2026-02-12 23:58:47 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_roadrunner_t0_s0 [train] +total_reward:1748.00 total_reward_ma:430.36 loss:-14.94 fps:118.9 +frame:1.70e+05 wall_t:1430 t:10625 epi:nan +opt_step:31689 lr:0.0003 alpha:0.01263 +2026-02-13 00:00:09 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_roadrunner_t0_s0 [train] +total_reward:2112.00 total_reward_ma:523.78 loss:-13.71 fps:119 +frame:1.80e+05 wall_t:1512 t:11250 epi:nan +opt_step:33564 lr:0.0003 alpha:0.01134 +2026-02-13 00:01:31 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_roadrunner_t0_s0 [train] +total_reward:2339.00 total_reward_ma:619.32 loss:-13.15 fps:119.2 +frame:1.90e+05 wall_t:1594 t:11875 epi:nan +opt_step:35439 lr:0.0003 alpha:0.01132 +2026-02-13 00:02:53 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_roadrunner_t0_s0 [train] +total_reward:2336.00 total_reward_ma:705.15 loss:-12.2 fps:119.3 +frame:2.00e+05 wall_t:1676 t:12500 epi:nan +opt_step:37314 lr:0.0003 alpha:0.01102 +2026-02-13 00:04:14 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_roadrunner_t0_s0 [train] +total_reward:2227.00 total_reward_ma:777.62 loss:-11.42 fps:119.5 +frame:2.10e+05 wall_t:1757 t:13125 epi:nan +opt_step:39189 lr:0.0003 alpha:0.01083 +2026-02-13 00:05:35 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_roadrunner_t0_s0 [train] +total_reward:1824.00 total_reward_ma:825.19 loss:-10.82 fps:119.7 +frame:2.20e+05 wall_t:1838 t:13750 epi:nan +opt_step:41064 lr:0.0003 alpha:0.0111 +2026-02-13 00:06:56 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_roadrunner_t0_s0 [train] +total_reward:1094.00 total_reward_ma:836.87 loss:-10.04 fps:119.9 +frame:2.30e+05 wall_t:1919 t:14375 epi:nan +opt_step:42939 lr:0.0003 alpha:0.01185 +2026-02-13 00:08:17 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_roadrunner_t0_s0 [train] +total_reward:824.00 total_reward_ma:836.34 loss:-9.53 fps:120 +frame:2.40e+05 wall_t:2000 t:15000 epi:nan +opt_step:44814 lr:0.0003 alpha:0.01168 +2026-02-13 00:09:38 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_roadrunner_t0_s0 [train] +total_reward:748.00 total_reward_ma:832.80 loss:-9.171 fps:120.1 +frame:2.50e+05 wall_t:2081 t:15625 epi:nan +opt_step:46689 lr:0.0003 alpha:0.01257 +2026-02-13 00:10:59 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_roadrunner_t0_s0 [train] +total_reward:849.00 total_reward_ma:833.43 loss:-8.456 fps:120.3 +frame:2.60e+05 wall_t:2162 t:16250 epi:nan +opt_step:48564 lr:0.0003 alpha:0.01252 +2026-02-13 00:12:21 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_roadrunner_t0_s0 [train] +total_reward:1081.00 total_reward_ma:842.60 loss:-8.257 fps:120.3 +frame:2.70e+05 wall_t:2244 t:16875 epi:nan +opt_step:50439 lr:0.0003 alpha:0.01313 +2026-02-13 00:13:41 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_roadrunner_t0_s0 [train] +total_reward:1265.00 total_reward_ma:857.68 loss:-7.873 fps:120.5 +frame:2.80e+05 wall_t:2324 t:17500 epi:nan +opt_step:52314 lr:0.0003 alpha:0.01413 +2026-02-13 00:15:01 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_roadrunner_t0_s0 [train] +total_reward:1514.00 total_reward_ma:880.31 loss:-7.668 fps:120.6 +frame:2.90e+05 wall_t:2404 t:18125 epi:nan +opt_step:54189 lr:0.0003 alpha:0.01544 +2026-02-13 00:16:23 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_roadrunner_t0_s0 [train] +total_reward:1838.00 total_reward_ma:912.24 loss:-7.431 fps:120.7 +frame:3.00e+05 wall_t:2486 t:18750 epi:nan +opt_step:56064 lr:0.0003 alpha:0.01632 +2026-02-13 00:17:43 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_roadrunner_t0_s0 [train] +total_reward:2115.00 total_reward_ma:951.03 loss:-7.237 fps:120.8 +frame:3.10e+05 wall_t:2566 t:19375 epi:nan +opt_step:57939 lr:0.0003 alpha:0.01708 +2026-02-13 00:19:03 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_roadrunner_t0_s0 [train] +total_reward:2281.00 total_reward_ma:992.60 loss:-6.971 fps:120.9 +frame:3.20e+05 wall_t:2646 t:20000 epi:nan +opt_step:59814 lr:0.0003 alpha:0.01597 +2026-02-13 00:20:24 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_roadrunner_t0_s0 [train] +total_reward:2617.00 total_reward_ma:1041.82 loss:-6.71 fps:121 +frame:3.30e+05 wall_t:2727 t:20625 epi:nan +opt_step:61689 lr:0.0003 alpha:0.01803 +2026-02-13 00:21:43 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_roadrunner_t0_s0 [train] +total_reward:2644.00 total_reward_ma:1088.94 loss:-6.932 fps:121.2 +frame:3.40e+05 wall_t:2806 t:21250 epi:nan +opt_step:63564 lr:0.0003 alpha:0.01846 +2026-02-13 00:23:04 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_roadrunner_t0_s0 [train] +total_reward:2983.00 total_reward_ma:1143.06 loss:-6.901 fps:121.2 +frame:3.50e+05 wall_t:2887 t:21875 epi:nan +opt_step:65439 lr:0.0003 alpha:0.01739 +2026-02-13 00:24:24 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_roadrunner_t0_s0 [train] +total_reward:3110.00 total_reward_ma:1197.70 loss:-6.811 fps:121.3 +frame:3.60e+05 wall_t:2967 t:22500 epi:nan +opt_step:67314 lr:0.0003 alpha:0.01772 +2026-02-13 00:25:44 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_roadrunner_t0_s0 [train] +total_reward:3226.00 total_reward_ma:1252.52 loss:-6.702 fps:121.4 +frame:3.70e+05 wall_t:3047 t:23125 epi:nan +opt_step:69189 lr:0.0003 alpha:0.01787 +2026-02-13 00:27:04 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_roadrunner_t0_s0 [train] +total_reward:3483.00 total_reward_ma:1311.21 loss:-6.714 fps:121.5 +frame:3.80e+05 wall_t:3127 t:23750 epi:nan +opt_step:71064 lr:0.0003 alpha:0.01763 +2026-02-13 00:28:24 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_roadrunner_t0_s0 [train] +total_reward:3483.00 total_reward_ma:1366.90 loss:-6.759 fps:121.6 +frame:3.90e+05 wall_t:3207 t:24375 epi:nan +opt_step:72939 lr:0.0003 alpha:0.01826 +2026-02-13 00:29:44 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_roadrunner_t0_s0 [train] +total_reward:3906.00 total_reward_ma:1430.38 loss:-6.852 fps:121.7 +frame:4.00e+05 wall_t:3287 t:25000 epi:nan +opt_step:74814 lr:0.0003 alpha:0.01826 +2026-02-13 00:31:04 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_roadrunner_t0_s0 [train] +total_reward:3992.00 total_reward_ma:1492.86 loss:-6.942 fps:121.8 +frame:4.10e+05 wall_t:3367 t:25625 epi:nan +opt_step:76689 lr:0.0003 alpha:0.01882 +2026-02-13 00:32:24 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_roadrunner_t0_s0 [train] +total_reward:4319.00 total_reward_ma:1560.14 loss:-6.788 fps:121.8 +frame:4.20e+05 wall_t:3447 t:26250 epi:nan +opt_step:78564 lr:0.0003 alpha:0.01944 +2026-02-13 00:33:44 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_roadrunner_t0_s0 [train] +total_reward:4931.00 total_reward_ma:1638.54 loss:-6.84 fps:121.9 +frame:4.30e+05 wall_t:3527 t:26875 epi:nan +opt_step:80439 lr:0.0003 alpha:0.01991 +2026-02-13 00:35:04 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_roadrunner_t0_s0 [train] +total_reward:5563.00 total_reward_ma:1727.73 loss:-7.483 fps:122 +frame:4.40e+05 wall_t:3607 t:27500 epi:nan +opt_step:82314 lr:0.0003 alpha:0.02083 +2026-02-13 00:36:24 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_roadrunner_t0_s0 [train] +total_reward:6121.00 total_reward_ma:1825.36 loss:-7.286 fps:122.1 +frame:4.50e+05 wall_t:3687 t:28125 epi:nan +opt_step:84189 lr:0.0003 alpha:0.02143 +2026-02-13 00:37:43 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_roadrunner_t0_s0 [train] +total_reward:6552.00 total_reward_ma:1928.11 loss:-7.291 fps:122.1 +frame:4.60e+05 wall_t:3767 t:28750 epi:nan +opt_step:86064 lr:0.0003 alpha:0.02243 +2026-02-13 00:39:04 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_roadrunner_t0_s0 [train] +total_reward:7060.00 total_reward_ma:2037.30 loss:-7.649 fps:122.2 +frame:4.70e+05 wall_t:3847 t:29375 epi:nan +opt_step:87939 lr:0.0003 alpha:0.02208 +2026-02-13 00:40:24 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_roadrunner_t0_s0 [train] +total_reward:7632.00 total_reward_ma:2153.86 loss:-8.027 fps:122.2 +frame:4.80e+05 wall_t:3927 t:30000 epi:nan +opt_step:89814 lr:0.0003 alpha:0.02218 +2026-02-13 00:41:44 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_roadrunner_t0_s0 [train] +total_reward:8079.00 total_reward_ma:2274.78 loss:-7.971 fps:122.3 +frame:4.90e+05 wall_t:4007 t:30625 epi:nan +opt_step:91689 lr:0.0003 alpha:0.02323 +2026-02-13 00:43:04 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_roadrunner_t0_s0 [train] +total_reward:8743.00 total_reward_ma:2404.14 loss:-8.067 fps:122.3 +frame:5.00e+05 wall_t:4087 t:31250 epi:nan +opt_step:93564 lr:0.0003 alpha:0.02383 +2026-02-13 00:44:25 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_roadrunner_t0_s0 [train] +total_reward:9015.00 total_reward_ma:2533.77 loss:-8.387 fps:122.4 +frame:5.10e+05 wall_t:4168 t:31875 epi:nan +opt_step:95439 lr:0.0003 alpha:0.02398 +2026-02-13 00:45:45 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_roadrunner_t0_s0 [train] +total_reward:9638.00 total_reward_ma:2670.39 loss:-8.313 fps:122.4 +frame:5.20e+05 wall_t:4248 t:32500 epi:nan +opt_step:97314 lr:0.0003 alpha:0.02411 +2026-02-13 00:47:06 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_roadrunner_t0_s0 [train] +total_reward:9755.00 total_reward_ma:2804.06 loss:-8.414 fps:122.4 +frame:5.30e+05 wall_t:4329 t:33125 epi:nan +opt_step:99189 lr:0.0003 alpha:0.02475 +2026-02-13 00:48:27 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_roadrunner_t0_s0 [train] +total_reward:10038.00 total_reward_ma:2938.02 loss:-8.698 fps:122.4 +frame:5.40e+05 wall_t:4410 t:33750 epi:nan +opt_step:101064 lr:0.0003 alpha:0.02543 +2026-02-13 00:49:49 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_roadrunner_t0_s0 [train] +total_reward:10295.00 total_reward_ma:3071.78 loss:-8.943 fps:122.4 +frame:5.50e+05 wall_t:4492 t:34375 epi:nan +opt_step:102939 lr:0.0003 alpha:0.02532 +2026-02-13 00:51:10 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_roadrunner_t0_s0 [train] +total_reward:10477.00 total_reward_ma:3204.02 loss:-8.95 fps:122.5 +frame:5.60e+05 wall_t:4573 t:35000 epi:nan +opt_step:104814 lr:0.0003 alpha:0.0262 +2026-02-13 00:52:31 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_roadrunner_t0_s0 [train] +total_reward:10771.00 total_reward_ma:3336.77 loss:-8.946 fps:122.5 +frame:5.70e+05 wall_t:4654 t:35625 epi:nan +opt_step:106689 lr:0.0003 alpha:0.02692 +2026-02-13 00:53:51 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_roadrunner_t0_s0 [train] +total_reward:10933.00 total_reward_ma:3467.74 loss:-9.09 fps:122.5 +frame:5.80e+05 wall_t:4734 t:36250 epi:nan +opt_step:108564 lr:0.0003 alpha:0.02721 +2026-02-13 00:55:11 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_roadrunner_t0_s0 [train] +total_reward:11021.00 total_reward_ma:3595.76 loss:-9.171 fps:122.6 +frame:5.90e+05 wall_t:4814 t:36875 epi:nan +opt_step:110439 lr:0.0003 alpha:0.02688 +2026-02-13 00:56:33 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_roadrunner_t0_s0 [train] +total_reward:11077.00 total_reward_ma:3720.45 loss:-9.61 fps:122.5 +frame:6.00e+05 wall_t:4896 t:37500 epi:nan +opt_step:112314 lr:0.0003 alpha:0.0275 +2026-02-13 00:57:53 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_roadrunner_t0_s0 [train] +total_reward:11249.00 total_reward_ma:3843.87 loss:-10.05 fps:122.6 +frame:6.10e+05 wall_t:4976 t:38125 epi:nan +opt_step:114189 lr:0.0003 alpha:0.02709 +2026-02-13 00:59:13 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_roadrunner_t0_s0 [train] +total_reward:11328.00 total_reward_ma:3964.58 loss:-9.509 fps:122.6 +frame:6.20e+05 wall_t:5056 t:38750 epi:nan +opt_step:116064 lr:0.0003 alpha:0.02655 +2026-02-13 01:00:35 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_roadrunner_t0_s0 [train] +total_reward:11440.00 total_reward_ma:4083.24 loss:-9.837 fps:122.6 +frame:6.30e+05 wall_t:5138 t:39375 epi:nan +opt_step:117939 lr:0.0003 alpha:0.02573 +2026-02-13 01:02:00 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_roadrunner_t0_s0 [train] +total_reward:11566.00 total_reward_ma:4200.16 loss:-9.912 fps:122.5 +frame:6.40e+05 wall_t:5223 t:40000 epi:nan +opt_step:119814 lr:0.0003 alpha:0.02606 +2026-02-13 01:03:24 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_roadrunner_t0_s0 [train] +total_reward:11605.00 total_reward_ma:4314.08 loss:-10.31 fps:122.5 +frame:6.50e+05 wall_t:5307 t:40625 epi:nan +opt_step:121689 lr:0.0003 alpha:0.02644 +2026-02-13 01:04:45 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_roadrunner_t0_s0 [train] +total_reward:11701.00 total_reward_ma:4426.00 loss:-10.21 fps:122.5 +frame:6.60e+05 wall_t:5388 t:41250 epi:nan +opt_step:123564 lr:0.0003 alpha:0.02576 +2026-02-13 01:06:06 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_roadrunner_t0_s0 [train] +total_reward:11760.00 total_reward_ma:4535.46 loss:-10.22 fps:122.5 +frame:6.70e+05 wall_t:5469 t:41875 epi:nan +opt_step:125439 lr:0.0003 alpha:0.02686 +2026-02-13 01:07:29 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_roadrunner_t0_s0 [train] +total_reward:11717.00 total_reward_ma:4641.07 loss:-10.23 fps:122.5 +frame:6.80e+05 wall_t:5552 t:42500 epi:nan +opt_step:127314 lr:0.0003 alpha:0.02669 +2026-02-13 01:08:53 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_roadrunner_t0_s0 [train] +total_reward:11779.00 total_reward_ma:4744.52 loss:-10.21 fps:122.4 +frame:6.90e+05 wall_t:5636 t:43125 epi:nan +opt_step:129189 lr:0.0003 alpha:0.02707 +2026-02-13 01:10:15 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_roadrunner_t0_s0 [train] +total_reward:11980.00 total_reward_ma:4847.89 loss:-10.48 fps:122.4 +frame:7.00e+05 wall_t:5718 t:43750 epi:nan +opt_step:131064 lr:0.0003 alpha:0.02858 +2026-02-13 01:11:39 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_roadrunner_t0_s0 [train] +total_reward:12345.00 total_reward_ma:4953.48 loss:-10.27 fps:122.4 +frame:7.10e+05 wall_t:5802 t:44375 epi:nan +opt_step:132939 lr:0.0003 alpha:0.03018 +2026-02-13 01:13:02 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_roadrunner_t0_s0 [train] +total_reward:12589.00 total_reward_ma:5059.53 loss:-10.57 fps:122.3 +frame:7.20e+05 wall_t:5885 t:45000 epi:nan +opt_step:134814 lr:0.0003 alpha:0.03183 +2026-02-13 01:14:23 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_roadrunner_t0_s0 [train] +total_reward:13176.00 total_reward_ma:5170.71 loss:-10.68 fps:122.4 +frame:7.30e+05 wall_t:5966 t:45625 epi:nan +opt_step:136689 lr:0.0003 alpha:0.03331 +2026-02-13 01:15:46 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_roadrunner_t0_s0 [train] +total_reward:13423.00 total_reward_ma:5282.23 loss:-10.98 fps:122.3 +frame:7.40e+05 wall_t:6050 t:46250 epi:nan +opt_step:138564 lr:0.0003 alpha:0.03431 +2026-02-13 01:17:10 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_roadrunner_t0_s0 [train] +total_reward:13962.00 total_reward_ma:5397.96 loss:-11.13 fps:122.3 +frame:7.50e+05 wall_t:6133 t:46875 epi:nan +opt_step:140439 lr:0.0003 alpha:0.03539 +2026-02-13 01:18:32 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_roadrunner_t0_s0 [train] +total_reward:14366.00 total_reward_ma:5515.96 loss:-11.66 fps:122.3 +frame:7.60e+05 wall_t:6215 t:47500 epi:nan +opt_step:142314 lr:0.0003 alpha:0.03703 +2026-02-13 01:19:54 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_roadrunner_t0_s0 [train] +total_reward:15015.00 total_reward_ma:5639.33 loss:-11.4 fps:122.3 +frame:7.70e+05 wall_t:6297 t:48125 epi:nan +opt_step:144189 lr:0.0003 alpha:0.03736 +2026-02-13 01:21:19 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_roadrunner_t0_s0 [train] +total_reward:15552.00 total_reward_ma:5766.41 loss:-11.73 fps:122.2 +frame:7.80e+05 wall_t:6382 t:48750 epi:nan +opt_step:146064 lr:0.0003 alpha:0.04022 +2026-02-13 01:22:44 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_roadrunner_t0_s0 [train] +total_reward:16081.00 total_reward_ma:5896.98 loss:-12.27 fps:122.2 +frame:7.90e+05 wall_t:6467 t:49375 epi:nan +opt_step:147939 lr:0.0003 alpha:0.04218 +2026-02-13 01:24:10 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_roadrunner_t0_s0 [train] +total_reward:16626.00 total_reward_ma:6031.09 loss:-12.59 fps:122.1 +frame:8.00e+05 wall_t:6553 t:50000 epi:nan +opt_step:149814 lr:0.0003 alpha:0.04355 +2026-02-13 01:25:34 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_roadrunner_t0_s0 [train] +total_reward:16966.00 total_reward_ma:6166.09 loss:-13.41 fps:122 +frame:8.10e+05 wall_t:6637 t:50625 epi:nan +opt_step:151689 lr:0.0003 alpha:0.04556 +2026-02-13 01:26:55 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_roadrunner_t0_s0 [train] +total_reward:17259.00 total_reward_ma:6301.37 loss:-13.14 fps:122.1 +frame:8.20e+05 wall_t:6718 t:51250 epi:nan +opt_step:153564 lr:0.0003 alpha:0.04705 +2026-02-13 01:28:17 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_roadrunner_t0_s0 [train] +total_reward:17491.00 total_reward_ma:6436.18 loss:-13.84 fps:122.1 +frame:8.30e+05 wall_t:6800 t:51875 epi:nan +opt_step:155439 lr:0.0003 alpha:0.04987 +2026-02-13 01:29:38 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_roadrunner_t0_s0 [train] +total_reward:17561.00 total_reward_ma:6568.62 loss:-13.78 fps:122.1 +frame:8.40e+05 wall_t:6881 t:52500 epi:nan +opt_step:157314 lr:0.0003 alpha:0.05156 +2026-02-13 01:31:03 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_roadrunner_t0_s0 [train] +total_reward:18092.00 total_reward_ma:6704.19 loss:-14.25 fps:122 +frame:8.50e+05 wall_t:6966 t:53125 epi:nan +opt_step:159189 lr:0.0003 alpha:0.0528 +2026-02-13 01:32:26 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_roadrunner_t0_s0 [train] +total_reward:18524.00 total_reward_ma:6841.63 loss:-14.86 fps:122 +frame:8.60e+05 wall_t:7049 t:53750 epi:nan +opt_step:161064 lr:0.0003 alpha:0.05422 +2026-02-13 01:33:49 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_roadrunner_t0_s0 [train] +total_reward:18797.00 total_reward_ma:6979.05 loss:-14.98 fps:122 +frame:8.70e+05 wall_t:7132 t:54375 epi:nan +opt_step:162939 lr:0.0003 alpha:0.05605 +2026-02-13 01:35:10 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_roadrunner_t0_s0 [train] +total_reward:18758.00 total_reward_ma:7112.90 loss:-15.44 fps:122 +frame:8.80e+05 wall_t:7213 t:55000 epi:nan +opt_step:164814 lr:0.0003 alpha:0.05628 +2026-02-13 01:36:33 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_roadrunner_t0_s0 [train] +total_reward:18855.00 total_reward_ma:7244.83 loss:-15.93 fps:122 +frame:8.90e+05 wall_t:7296 t:55625 epi:nan +opt_step:166689 lr:0.0003 alpha:0.05643 +2026-02-13 01:37:55 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_roadrunner_t0_s0 [train] +total_reward:19017.00 total_reward_ma:7375.63 loss:-16.18 fps:122 +frame:9.00e+05 wall_t:7378 t:56250 epi:nan +opt_step:168564 lr:0.0003 alpha:0.0587 +2026-02-13 01:39:16 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_roadrunner_t0_s0 [train] +total_reward:19432.00 total_reward_ma:7508.12 loss:-16.4 fps:122 +frame:9.10e+05 wall_t:7459 t:56875 epi:nan +opt_step:170439 lr:0.0003 alpha:0.05897 +2026-02-13 01:40:38 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_roadrunner_t0_s0 [train] +total_reward:19766.00 total_reward_ma:7641.36 loss:-16.49 fps:122 +frame:9.20e+05 wall_t:7541 t:57500 epi:nan +opt_step:172314 lr:0.0003 alpha:0.06139 +2026-02-13 01:41:59 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_roadrunner_t0_s0 [train] +total_reward:19964.00 total_reward_ma:7773.86 loss:-17.19 fps:122 +frame:9.30e+05 wall_t:7622 t:58125 epi:nan +opt_step:174189 lr:0.0003 alpha:0.06308 +2026-02-13 01:43:21 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_roadrunner_t0_s0 [train] +total_reward:20059.00 total_reward_ma:7904.55 loss:-17.73 fps:122 +frame:9.40e+05 wall_t:7704 t:58750 epi:nan +opt_step:176064 lr:0.0003 alpha:0.06499 +2026-02-13 01:44:42 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_roadrunner_t0_s0 [train] +total_reward:19834.00 total_reward_ma:8030.13 loss:-18.43 fps:122 +frame:9.50e+05 wall_t:7785 t:59375 epi:nan +opt_step:177939 lr:0.0003 alpha:0.06643 +2026-02-13 01:46:03 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_roadrunner_t0_s0 [train] +total_reward:19564.00 total_reward_ma:8150.27 loss:-18.41 fps:122 +frame:9.60e+05 wall_t:7866 t:60000 epi:nan +opt_step:179814 lr:0.0003 alpha:0.06587 +2026-02-13 01:47:24 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_roadrunner_t0_s0 [train] +total_reward:19330.00 total_reward_ma:8265.53 loss:-18.41 fps:122.1 +frame:9.70e+05 wall_t:7947 t:60625 epi:nan +opt_step:181689 lr:0.0003 alpha:0.06621 +2026-02-13 01:48:44 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_roadrunner_t0_s0 [train] +total_reward:19600.00 total_reward_ma:8381.18 loss:-18.89 fps:122.1 +frame:9.80e+05 wall_t:8027 t:61250 epi:nan +opt_step:183564 lr:0.0003 alpha:0.06706 +2026-02-13 01:50:04 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_roadrunner_t0_s0 [train] +total_reward:20171.00 total_reward_ma:8500.27 loss:-19.45 fps:122.1 +frame:9.90e+05 wall_t:8107 t:61875 epi:nan +opt_step:185439 lr:0.0003 alpha:0.06785 +2026-02-13 01:51:24 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_roadrunner_t0_s0 [train] +total_reward:20140.00 total_reward_ma:8616.67 loss:-19.3 fps:122.1 +frame:1.00e+06 wall_t:8187 t:62500 epi:nan +opt_step:187314 lr:0.0003 alpha:0.06696 +2026-02-13 01:52:46 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_roadrunner_t0_s0 [train] +total_reward:20389.00 total_reward_ma:8820.54 loss:-20.29 fps:122.1 +frame:1.01e+06 wall_t:8269 t:63125 epi:nan +opt_step:189189 lr:0.0003 alpha:0.07011 +2026-02-13 01:54:06 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_roadrunner_t0_s0 [train] +total_reward:20647.00 total_reward_ma:9026.95 loss:-20.03 fps:122.2 +frame:1.02e+06 wall_t:8349 t:63750 epi:nan +opt_step:191064 lr:0.0003 alpha:0.07132 +2026-02-13 01:55:26 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_roadrunner_t0_s0 [train] +total_reward:20241.00 total_reward_ma:9229.22 loss:-20.52 fps:122.2 +frame:1.03e+06 wall_t:8429 t:64375 epi:nan +opt_step:192939 lr:0.0003 alpha:0.07136 +2026-02-13 01:56:46 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_roadrunner_t0_s0 [train] +total_reward:20504.00 total_reward_ma:9434.13 loss:-20.75 fps:122.2 +frame:1.04e+06 wall_t:8509 t:65000 epi:nan +opt_step:194814 lr:0.0003 alpha:0.06975 +2026-02-13 01:58:06 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_roadrunner_t0_s0 [train] +total_reward:20529.00 total_reward_ma:9639.21 loss:-20.91 fps:122.2 +frame:1.05e+06 wall_t:8589 t:65625 epi:nan +opt_step:196689 lr:0.0003 alpha:0.0726 +2026-02-13 01:59:26 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_roadrunner_t0_s0 [train] +total_reward:21374.00 total_reward_ma:9852.30 loss:-21.38 fps:122.3 +frame:1.06e+06 wall_t:8669 t:66250 epi:nan +opt_step:198564 lr:0.0003 alpha:0.07172 +2026-02-13 02:00:46 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_roadrunner_t0_s0 [train] +total_reward:21643.00 total_reward_ma:10068.01 loss:-20.97 fps:122.3 +frame:1.07e+06 wall_t:8749 t:66875 epi:nan +opt_step:200439 lr:0.0003 alpha:0.07268 +2026-02-13 02:02:07 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_roadrunner_t0_s0 [train] +total_reward:21954.00 total_reward_ma:10286.63 loss:-21.96 fps:122.3 +frame:1.08e+06 wall_t:8830 t:67500 epi:nan +opt_step:202314 lr:0.0003 alpha:0.07245 +2026-02-13 02:03:27 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_roadrunner_t0_s0 [train] +total_reward:21722.00 total_reward_ma:10502.42 loss:-22.32 fps:122.3 +frame:1.09e+06 wall_t:8910 t:68125 epi:nan +opt_step:204189 lr:0.0003 alpha:0.0732 +2026-02-13 02:04:47 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_roadrunner_t0_s0 [train] +total_reward:21945.00 total_reward_ma:10719.74 loss:-22.38 fps:122.4 +frame:1.10e+06 wall_t:8990 t:68750 epi:nan +opt_step:206064 lr:0.0003 alpha:0.07225 +2026-02-13 02:06:07 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_roadrunner_t0_s0 [train] +total_reward:22176.00 total_reward_ma:10938.86 loss:-22.39 fps:122.4 +frame:1.11e+06 wall_t:9070 t:69375 epi:nan +opt_step:207939 lr:0.0003 alpha:0.0723 +2026-02-13 02:07:27 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_roadrunner_t0_s0 [train] +total_reward:22482.00 total_reward_ma:11159.41 loss:-22.12 fps:122.4 +frame:1.12e+06 wall_t:9150 t:70000 epi:nan +opt_step:209814 lr:0.0003 alpha:0.07313 +2026-02-13 02:08:49 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_roadrunner_t0_s0 [train] +total_reward:22349.00 total_reward_ma:11376.42 loss:-23.07 fps:122.4 +frame:1.13e+06 wall_t:9232 t:70625 epi:nan +opt_step:211689 lr:0.0003 alpha:0.07157 +2026-02-13 02:10:10 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_roadrunner_t0_s0 [train] +total_reward:22566.00 total_reward_ma:11592.97 loss:-22.81 fps:122.4 +frame:1.14e+06 wall_t:9313 t:71250 epi:nan +opt_step:213564 lr:0.0003 alpha:0.07461 +2026-02-13 02:11:30 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_roadrunner_t0_s0 [train] +total_reward:22813.00 total_reward_ma:11808.80 loss:-23.17 fps:122.4 +frame:1.15e+06 wall_t:9393 t:71875 epi:nan +opt_step:215439 lr:0.0003 alpha:0.07341 +2026-02-13 02:12:51 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_roadrunner_t0_s0 [train] +total_reward:23029.00 total_reward_ma:12024.62 loss:-23.55 fps:122.4 +frame:1.16e+06 wall_t:9474 t:72500 epi:nan +opt_step:217314 lr:0.0003 alpha:0.07327 +2026-02-13 02:14:11 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_roadrunner_t0_s0 [train] +total_reward:23262.00 total_reward_ma:12239.76 loss:-23.02 fps:122.5 +frame:1.17e+06 wall_t:9554 t:73125 epi:nan +opt_step:219189 lr:0.0003 alpha:0.07372 +2026-02-13 02:15:32 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_roadrunner_t0_s0 [train] +total_reward:23245.00 total_reward_ma:12451.09 loss:-23.56 fps:122.5 +frame:1.18e+06 wall_t:9635 t:73750 epi:nan +opt_step:221064 lr:0.0003 alpha:0.07287 +2026-02-13 02:16:53 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_roadrunner_t0_s0 [train] +total_reward:23618.00 total_reward_ma:12663.88 loss:-23.31 fps:122.5 +frame:1.19e+06 wall_t:9716 t:74375 epi:nan +opt_step:222939 lr:0.0003 alpha:0.07364 +2026-02-13 02:18:13 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_roadrunner_t0_s0 [train] +total_reward:23955.00 total_reward_ma:12880.07 loss:-24 fps:122.5 +frame:1.20e+06 wall_t:9796 t:75000 epi:nan +opt_step:224814 lr:0.0003 alpha:0.07331 +2026-02-13 02:19:34 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_roadrunner_t0_s0 [train] +total_reward:24577.00 total_reward_ma:13103.57 loss:-24.07 fps:122.5 +frame:1.21e+06 wall_t:9877 t:75625 epi:nan +opt_step:226689 lr:0.0003 alpha:0.07307 +2026-02-13 02:20:54 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_roadrunner_t0_s0 [train] +total_reward:24446.00 total_reward_ma:13329.79 loss:-24.16 fps:122.5 +frame:1.22e+06 wall_t:9957 t:76250 epi:nan +opt_step:228564 lr:0.0003 alpha:0.07384 +2026-02-13 02:22:15 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_roadrunner_t0_s0 [train] +total_reward:24123.00 total_reward_ma:13560.08 loss:-23.92 fps:122.5 +frame:1.23e+06 wall_t:10038 t:76875 epi:nan +opt_step:230439 lr:0.0003 alpha:0.07417 +2026-02-13 02:23:35 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_roadrunner_t0_s0 [train] +total_reward:24895.00 total_reward_ma:13800.79 loss:-24.2 fps:122.6 +frame:1.24e+06 wall_t:10118 t:77500 epi:nan +opt_step:232314 lr:0.0003 alpha:0.07332 +2026-02-13 02:24:55 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_roadrunner_t0_s0 [train] +total_reward:25029.00 total_reward_ma:14043.60 loss:-23.86 fps:122.6 +frame:1.25e+06 wall_t:10198 t:78125 epi:nan +opt_step:234189 lr:0.0003 alpha:0.07369 +2026-02-13 02:26:15 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_roadrunner_t0_s0 [train] +total_reward:24956.00 total_reward_ma:14284.67 loss:-24.12 fps:122.6 +frame:1.26e+06 wall_t:10278 t:78750 epi:nan +opt_step:236064 lr:0.0003 alpha:0.07482 +2026-02-13 02:27:35 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_roadrunner_t0_s0 [train] +total_reward:25272.00 total_reward_ma:14526.58 loss:-24.67 fps:122.6 +frame:1.27e+06 wall_t:10358 t:79375 epi:nan +opt_step:237939 lr:0.0003 alpha:0.07474 +2026-02-13 02:28:55 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_roadrunner_t0_s0 [train] +total_reward:25521.00 total_reward_ma:14769.14 loss:-24.62 fps:122.6 +frame:1.28e+06 wall_t:10438 t:80000 epi:nan +opt_step:239814 lr:0.0003 alpha:0.07494 +2026-02-13 02:30:15 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_roadrunner_t0_s0 [train] +total_reward:25450.00 total_reward_ma:15008.50 loss:-25.11 fps:122.6 +frame:1.29e+06 wall_t:10518 t:80625 epi:nan +opt_step:241689 lr:0.0003 alpha:0.07481 +2026-02-13 02:31:35 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_roadrunner_t0_s0 [train] +total_reward:25745.00 total_reward_ma:15247.57 loss:-25 fps:122.7 +frame:1.30e+06 wall_t:10598 t:81250 epi:nan +opt_step:243564 lr:0.0003 alpha:0.07646 +2026-02-13 02:32:56 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_roadrunner_t0_s0 [train] +total_reward:25708.00 total_reward_ma:15483.50 loss:-25.18 fps:122.7 +frame:1.31e+06 wall_t:10679 t:81875 epi:nan +opt_step:245439 lr:0.0003 alpha:0.07581 +2026-02-13 02:34:16 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_roadrunner_t0_s0 [train] +total_reward:25692.00 total_reward_ma:15717.61 loss:-25.67 fps:122.7 +frame:1.32e+06 wall_t:10759 t:82500 epi:nan +opt_step:247314 lr:0.0003 alpha:0.07692 +2026-02-13 02:35:39 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_roadrunner_t0_s0 [train] +total_reward:25819.00 total_reward_ma:15949.63 loss:-25.53 fps:122.7 +frame:1.33e+06 wall_t:10842 t:83125 epi:nan +opt_step:249189 lr:0.0003 alpha:0.07632 +2026-02-13 02:37:01 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_roadrunner_t0_s0 [train] +total_reward:25813.00 total_reward_ma:16181.32 loss:-25.36 fps:122.7 +frame:1.34e+06 wall_t:10924 t:83750 epi:nan +opt_step:251064 lr:0.0003 alpha:0.07892 +2026-02-13 02:38:23 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_roadrunner_t0_s0 [train] +total_reward:26158.00 total_reward_ma:16413.07 loss:-25.01 fps:122.7 +frame:1.35e+06 wall_t:11006 t:84375 epi:nan +opt_step:252939 lr:0.0003 alpha:0.07915 +2026-02-13 02:39:44 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_roadrunner_t0_s0 [train] +total_reward:26108.00 total_reward_ma:16643.05 loss:-25.17 fps:122.7 +frame:1.36e+06 wall_t:11087 t:85000 epi:nan +opt_step:254814 lr:0.0003 alpha:0.07959 +2026-02-13 02:41:05 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_roadrunner_t0_s0 [train] +total_reward:26136.00 total_reward_ma:16872.15 loss:-25.75 fps:122.7 +frame:1.37e+06 wall_t:11168 t:85625 epi:nan +opt_step:256689 lr:0.0003 alpha:0.07996 +2026-02-13 02:42:26 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_roadrunner_t0_s0 [train] +total_reward:26420.00 total_reward_ma:17101.52 loss:-26.01 fps:122.7 +frame:1.38e+06 wall_t:11249 t:86250 epi:nan +opt_step:258564 lr:0.0003 alpha:0.0796 +2026-02-13 02:43:48 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_roadrunner_t0_s0 [train] +total_reward:26340.00 total_reward_ma:17330.09 loss:-26.16 fps:122.7 +frame:1.39e+06 wall_t:11331 t:86875 epi:nan +opt_step:260439 lr:0.0003 alpha:0.0802 +2026-02-13 02:45:10 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_roadrunner_t0_s0 [train] +total_reward:26158.00 total_reward_ma:17552.61 loss:-25.87 fps:122.7 +frame:1.40e+06 wall_t:11413 t:87500 epi:nan +opt_step:262314 lr:0.0003 alpha:0.0802 +2026-02-13 02:46:32 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_roadrunner_t0_s0 [train] +total_reward:26083.00 total_reward_ma:17773.52 loss:-26.24 fps:122.7 +frame:1.41e+06 wall_t:11495 t:88125 epi:nan +opt_step:264189 lr:0.0003 alpha:0.08158 +2026-02-13 02:47:53 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_roadrunner_t0_s0 [train] +total_reward:26094.00 total_reward_ma:17991.27 loss:-26.51 fps:122.7 +frame:1.42e+06 wall_t:11576 t:88750 epi:nan +opt_step:266064 lr:0.0003 alpha:0.0821 +2026-02-13 02:49:15 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_roadrunner_t0_s0 [train] +total_reward:26000.00 total_reward_ma:18201.96 loss:-26.96 fps:122.7 +frame:1.43e+06 wall_t:11658 t:89375 epi:nan +opt_step:267939 lr:0.0003 alpha:0.08336 +2026-02-13 02:50:36 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_roadrunner_t0_s0 [train] +total_reward:26285.00 total_reward_ma:18409.18 loss:-27.16 fps:122.7 +frame:1.44e+06 wall_t:11739 t:90000 epi:nan +opt_step:269814 lr:0.0003 alpha:0.08306 +2026-02-13 02:51:56 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_roadrunner_t0_s0 [train] +total_reward:26045.00 total_reward_ma:18608.42 loss:-26.97 fps:122.7 +frame:1.45e+06 wall_t:11819 t:90625 epi:nan +opt_step:271689 lr:0.0003 alpha:0.08178 +2026-02-13 02:53:17 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_roadrunner_t0_s0 [train] +total_reward:25373.00 total_reward_ma:18796.63 loss:-27.11 fps:122.7 +frame:1.46e+06 wall_t:11900 t:91250 epi:nan +opt_step:273564 lr:0.0003 alpha:0.08307 +2026-02-13 02:54:38 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_roadrunner_t0_s0 [train] +total_reward:25389.00 total_reward_ma:18979.92 loss:-27.19 fps:122.7 +frame:1.47e+06 wall_t:11981 t:91875 epi:nan +opt_step:275439 lr:0.0003 alpha:0.08473 +2026-02-13 02:56:00 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_roadrunner_t0_s0 [train] +total_reward:25066.00 total_reward_ma:19154.26 loss:-27.29 fps:122.7 +frame:1.48e+06 wall_t:12063 t:92500 epi:nan +opt_step:277314 lr:0.0003 alpha:0.08274 +2026-02-13 02:57:20 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_roadrunner_t0_s0 [train] +total_reward:25183.00 total_reward_ma:19325.30 loss:-27.87 fps:122.7 +frame:1.49e+06 wall_t:12143 t:93125 epi:nan +opt_step:279189 lr:0.0003 alpha:0.08224 +2026-02-13 02:58:41 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_roadrunner_t0_s0 [train] +total_reward:25553.00 total_reward_ma:19493.40 loss:-27.07 fps:122.7 +frame:1.50e+06 wall_t:12224 t:93750 epi:nan +opt_step:281064 lr:0.0003 alpha:0.08204 +2026-02-13 03:00:02 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_roadrunner_t0_s0 [train] +total_reward:25993.00 total_reward_ma:19663.18 loss:-28.02 fps:122.7 +frame:1.51e+06 wall_t:12305 t:94375 epi:nan +opt_step:282939 lr:0.0003 alpha:0.08206 +2026-02-13 03:01:26 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_roadrunner_t0_s0 [train] +total_reward:25936.00 total_reward_ma:19826.16 loss:-27.69 fps:122.7 +frame:1.52e+06 wall_t:12389 t:95000 epi:nan +opt_step:284814 lr:0.0003 alpha:0.08153 +2026-02-13 03:02:49 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_roadrunner_t0_s0 [train] +total_reward:25778.00 total_reward_ma:19986.39 loss:-28.01 fps:122.7 +frame:1.53e+06 wall_t:12472 t:95625 epi:nan +opt_step:286689 lr:0.0003 alpha:0.08292 +2026-02-13 03:04:11 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_roadrunner_t0_s0 [train] +total_reward:26267.00 total_reward_ma:20148.68 loss:-27.4 fps:122.7 +frame:1.54e+06 wall_t:12554 t:96250 epi:nan +opt_step:288564 lr:0.0003 alpha:0.08271 +2026-02-13 03:05:33 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_roadrunner_t0_s0 [train] +total_reward:26131.00 total_reward_ma:20307.04 loss:-27.36 fps:122.7 +frame:1.55e+06 wall_t:12636 t:96875 epi:nan +opt_step:290439 lr:0.0003 alpha:0.08298 +2026-02-13 03:06:55 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_roadrunner_t0_s0 [train] +total_reward:27328.00 total_reward_ma:20475.55 loss:-28.26 fps:122.7 +frame:1.56e+06 wall_t:12718 t:97500 epi:nan +opt_step:292314 lr:0.0003 alpha:0.08271 +2026-02-13 03:08:15 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_roadrunner_t0_s0 [train] +total_reward:27748.00 total_reward_ma:20645.32 loss:-27.82 fps:122.7 +frame:1.57e+06 wall_t:12798 t:98125 epi:nan +opt_step:294189 lr:0.0003 alpha:0.08231 +2026-02-13 03:09:39 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_roadrunner_t0_s0 [train] +total_reward:27552.00 total_reward_ma:20811.51 loss:-27.65 fps:122.7 +frame:1.58e+06 wall_t:12882 t:98750 epi:nan +opt_step:296064 lr:0.0003 alpha:0.08298 +2026-02-13 03:10:58 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_roadrunner_t0_s0 [train] +total_reward:27583.00 total_reward_ma:20977.13 loss:-28.1 fps:122.7 +frame:1.59e+06 wall_t:12961 t:99375 epi:nan +opt_step:297939 lr:0.0003 alpha:0.08274 +2026-02-13 03:12:18 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_roadrunner_t0_s0 [train] +total_reward:27573.00 total_reward_ma:21142.09 loss:-28.65 fps:122.7 +frame:1.60e+06 wall_t:13041 t:100000 epi:nan +opt_step:299814 lr:0.0003 alpha:0.08231 +2026-02-13 03:13:38 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_roadrunner_t0_s0 [train] +total_reward:26944.00 total_reward_ma:21299.04 loss:-28.6 fps:122.7 +frame:1.61e+06 wall_t:13121 t:100625 epi:nan +opt_step:301689 lr:0.0003 alpha:0.08282 +2026-02-13 03:14:59 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_roadrunner_t0_s0 [train] +total_reward:26626.00 total_reward_ma:21452.02 loss:-27.85 fps:122.7 +frame:1.62e+06 wall_t:13202 t:101250 epi:nan +opt_step:303564 lr:0.0003 alpha:0.08196 +2026-02-13 03:16:20 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_roadrunner_t0_s0 [train] +total_reward:27215.00 total_reward_ma:21609.77 loss:-28.79 fps:122.7 +frame:1.63e+06 wall_t:13283 t:101875 epi:nan +opt_step:305439 lr:0.0003 alpha:0.08294 +2026-02-13 03:17:42 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_roadrunner_t0_s0 [train] +total_reward:26995.00 total_reward_ma:21764.06 loss:-28.95 fps:122.7 +frame:1.64e+06 wall_t:13365 t:102500 epi:nan +opt_step:307314 lr:0.0003 alpha:0.08244 +2026-02-13 03:19:04 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_roadrunner_t0_s0 [train] +total_reward:26614.00 total_reward_ma:21914.15 loss:-28.58 fps:122.7 +frame:1.65e+06 wall_t:13447 t:103125 epi:nan +opt_step:309189 lr:0.0003 alpha:0.08191 +2026-02-13 03:20:27 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_roadrunner_t0_s0 [train] +total_reward:26436.00 total_reward_ma:22061.50 loss:-28.08 fps:122.7 +frame:1.66e+06 wall_t:13530 t:103750 epi:nan +opt_step:311064 lr:0.0003 alpha:0.08286 +2026-02-13 03:21:47 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_roadrunner_t0_s0 [train] +total_reward:25639.00 total_reward_ma:22200.29 loss:-28.29 fps:122.7 +frame:1.67e+06 wall_t:13610 t:104375 epi:nan +opt_step:312939 lr:0.0003 alpha:0.08207 +2026-02-13 03:23:09 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_roadrunner_t0_s0 [train] +total_reward:25823.00 total_reward_ma:22341.35 loss:-28.64 fps:122.7 +frame:1.68e+06 wall_t:13692 t:105000 epi:nan +opt_step:314814 lr:0.0003 alpha:0.08238 +2026-02-13 03:24:30 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_roadrunner_t0_s0 [train] +total_reward:25921.00 total_reward_ma:22482.77 loss:-29.08 fps:122.7 +frame:1.69e+06 wall_t:13773 t:105625 epi:nan +opt_step:316689 lr:0.0003 alpha:0.081 +2026-02-13 03:25:53 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_roadrunner_t0_s0 [train] +total_reward:26212.00 total_reward_ma:22625.09 loss:-28.74 fps:122.7 +frame:1.70e+06 wall_t:13856 t:106250 epi:nan +opt_step:318564 lr:0.0003 alpha:0.08142 +2026-02-13 03:27:14 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_roadrunner_t0_s0 [train] +total_reward:25758.00 total_reward_ma:22759.22 loss:-29.08 fps:122.7 +frame:1.71e+06 wall_t:13938 t:106875 epi:nan +opt_step:320439 lr:0.0003 alpha:0.08124 +2026-02-13 03:28:35 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_roadrunner_t0_s0 [train] +total_reward:25551.00 total_reward_ma:22888.84 loss:-28.51 fps:122.7 +frame:1.72e+06 wall_t:14018 t:107500 epi:nan +opt_step:322314 lr:0.0003 alpha:0.08033 +2026-02-13 03:29:58 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_roadrunner_t0_s0 [train] +total_reward:25930.00 total_reward_ma:23016.38 loss:-29.09 fps:122.7 +frame:1.73e+06 wall_t:14101 t:108125 epi:nan +opt_step:324189 lr:0.0003 alpha:0.08189 +2026-02-13 03:31:18 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_roadrunner_t0_s0 [train] +total_reward:25653.00 total_reward_ma:23138.68 loss:-28.9 fps:122.7 +frame:1.74e+06 wall_t:14181 t:108750 epi:nan +opt_step:326064 lr:0.0003 alpha:0.07923 +2026-02-13 03:32:37 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_roadrunner_t0_s0 [train] +total_reward:25829.00 total_reward_ma:23257.35 loss:-28.61 fps:122.7 +frame:1.75e+06 wall_t:14260 t:109375 epi:nan +opt_step:327939 lr:0.0003 alpha:0.07934 +2026-02-13 03:33:59 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_roadrunner_t0_s0 [train] +total_reward:26362.00 total_reward_ma:23377.31 loss:-28.26 fps:122.7 +frame:1.76e+06 wall_t:14342 t:110000 epi:nan +opt_step:329814 lr:0.0003 alpha:0.08021 +2026-02-13 03:35:20 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_roadrunner_t0_s0 [train] +total_reward:26788.00 total_reward_ma:23495.04 loss:-28.81 fps:122.7 +frame:1.77e+06 wall_t:14423 t:110625 epi:nan +opt_step:331689 lr:0.0003 alpha:0.07893 +2026-02-13 03:36:42 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_roadrunner_t0_s0 [train] +total_reward:26930.00 total_reward_ma:23608.82 loss:-28.6 fps:122.7 +frame:1.78e+06 wall_t:14505 t:111250 epi:nan +opt_step:333564 lr:0.0003 alpha:0.07968 +2026-02-13 03:38:03 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_roadrunner_t0_s0 [train] +total_reward:26339.00 total_reward_ma:23711.40 loss:-28.3 fps:122.7 +frame:1.79e+06 wall_t:14586 t:111875 epi:nan +opt_step:335439 lr:0.0003 alpha:0.07856 +2026-02-13 03:39:25 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_roadrunner_t0_s0 [train] +total_reward:26031.00 total_reward_ma:23805.45 loss:-28.82 fps:122.7 +frame:1.80e+06 wall_t:14668 t:112500 epi:nan +opt_step:337314 lr:0.0003 alpha:0.08087 +2026-02-13 03:40:46 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_roadrunner_t0_s0 [train] +total_reward:26270.00 total_reward_ma:23898.49 loss:-28.05 fps:122.7 +frame:1.81e+06 wall_t:14749 t:113125 epi:nan +opt_step:339189 lr:0.0003 alpha:0.07949 +2026-02-13 03:42:07 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_roadrunner_t0_s0 [train] +total_reward:26459.00 total_reward_ma:23990.49 loss:-28.23 fps:122.7 +frame:1.82e+06 wall_t:14830 t:113750 epi:nan +opt_step:341064 lr:0.0003 alpha:0.07981 +2026-02-13 03:43:30 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_roadrunner_t0_s0 [train] +total_reward:27231.00 total_reward_ma:24087.89 loss:-28.65 fps:122.7 +frame:1.83e+06 wall_t:14913 t:114375 epi:nan +opt_step:342939 lr:0.0003 alpha:0.08115 +2026-02-13 03:44:49 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_roadrunner_t0_s0 [train] +total_reward:27213.00 total_reward_ma:24184.41 loss:-28.76 fps:122.7 +frame:1.84e+06 wall_t:14992 t:115000 epi:nan +opt_step:344814 lr:0.0003 alpha:0.0826 +2026-02-13 03:46:10 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_roadrunner_t0_s0 [train] +total_reward:27731.00 total_reward_ma:24280.80 loss:-28.79 fps:122.7 +frame:1.85e+06 wall_t:15074 t:115625 epi:nan +opt_step:346689 lr:0.0003 alpha:0.08321 +2026-02-13 03:47:33 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_roadrunner_t0_s0 [train] +total_reward:27590.00 total_reward_ma:24371.46 loss:-28.65 fps:122.7 +frame:1.86e+06 wall_t:15156 t:116250 epi:nan +opt_step:348564 lr:0.0003 alpha:0.08356 +2026-02-13 03:48:53 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_roadrunner_t0_s0 [train] +total_reward:27356.00 total_reward_ma:24457.05 loss:-28.68 fps:122.7 +frame:1.87e+06 wall_t:15236 t:116875 epi:nan +opt_step:350439 lr:0.0003 alpha:0.08444 +2026-02-13 03:50:14 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_roadrunner_t0_s0 [train] +total_reward:27656.00 total_reward_ma:24546.03 loss:-28.5 fps:122.7 +frame:1.88e+06 wall_t:15317 t:117500 epi:nan +opt_step:352314 lr:0.0003 alpha:0.0841 +2026-02-13 03:51:36 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_roadrunner_t0_s0 [train] +total_reward:27895.00 total_reward_ma:24636.43 loss:-28.98 fps:122.7 +frame:1.89e+06 wall_t:15399 t:118125 epi:nan +opt_step:354189 lr:0.0003 alpha:0.08424 +2026-02-13 03:52:57 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_roadrunner_t0_s0 [train] +total_reward:28208.00 total_reward_ma:24728.34 loss:-28.74 fps:122.7 +frame:1.90e+06 wall_t:15480 t:118750 epi:nan +opt_step:356064 lr:0.0003 alpha:0.08424 +2026-02-13 03:54:16 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_roadrunner_t0_s0 [train] +total_reward:28015.00 total_reward_ma:24814.17 loss:-28.68 fps:122.8 +frame:1.91e+06 wall_t:15560 t:119375 epi:nan +opt_step:357939 lr:0.0003 alpha:0.08479 +2026-02-13 03:55:38 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_roadrunner_t0_s0 [train] +total_reward:27645.00 total_reward_ma:24892.96 loss:-28.68 fps:122.8 +frame:1.92e+06 wall_t:15641 t:120000 epi:nan +opt_step:359814 lr:0.0003 alpha:0.0841 +2026-02-13 03:56:58 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_roadrunner_t0_s0 [train] +total_reward:27107.00 total_reward_ma:24964.39 loss:-29.39 fps:122.8 +frame:1.93e+06 wall_t:15721 t:120625 epi:nan +opt_step:361689 lr:0.0003 alpha:0.08438 +2026-02-13 03:58:19 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_roadrunner_t0_s0 [train] +total_reward:26861.00 total_reward_ma:25032.41 loss:-28.99 fps:122.8 +frame:1.94e+06 wall_t:15802 t:121250 epi:nan +opt_step:363564 lr:0.0003 alpha:0.08514 +2026-02-13 03:59:40 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_roadrunner_t0_s0 [train] +total_reward:26745.00 total_reward_ma:25101.52 loss:-28.74 fps:122.8 +frame:1.95e+06 wall_t:15883 t:121875 epi:nan +opt_step:365439 lr:0.0003 alpha:0.08405 +2026-02-13 04:01:02 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_roadrunner_t0_s0 [train] +total_reward:26372.00 total_reward_ma:25169.60 loss:-28.58 fps:122.8 +frame:1.96e+06 wall_t:15965 t:122500 epi:nan +opt_step:367314 lr:0.0003 alpha:0.08253 +2026-02-13 04:02:20 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_roadrunner_t0_s0 [train] +total_reward:25957.00 total_reward_ma:25235.87 loss:-29.14 fps:122.8 +frame:1.97e+06 wall_t:16043 t:123125 epi:nan +opt_step:369189 lr:0.0003 alpha:0.08205 +2026-02-13 04:03:37 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_roadrunner_t0_s0 [train] +total_reward:25941.00 total_reward_ma:25299.28 loss:-29.22 fps:122.8 +frame:1.98e+06 wall_t:16120 t:123750 epi:nan +opt_step:371064 lr:0.0003 alpha:0.08195 +2026-02-13 04:04:55 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_roadrunner_t0_s0 [train] +total_reward:25881.00 total_reward_ma:25356.38 loss:-29.68 fps:122.9 +frame:1.99e+06 wall_t:16198 t:124375 epi:nan +opt_step:372939 lr:0.0003 alpha:0.0818 +2026-02-13 04:05:56 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_roadrunner_t0_s0 [train] +total_reward:25686.00 total_reward_ma:25411.84 loss:-29.34 fps:123 +frame:2.00e+06 wall_t:16259 t:125000 epi:nan +opt_step:374814 lr:0.0003 alpha:0.08191 +2026-02-13 04:05:57 | INFO | PID:1324 | slm_lab.lib.logger:info | Session 0 done diff --git a/data/sac_atari_roadrunner_2026_02_12_233449/log/sac_atari_roadrunner_t0_s1.log b/data/sac_atari_roadrunner_2026_02_12_233449/log/sac_atari_roadrunner_t0_s1.log new file mode 100644 index 0000000000000000000000000000000000000000..76de2a47463f446084aba906b4ceac779eeb38ff --- /dev/null +++ b/data/sac_atari_roadrunner_2026_02_12_233449/log/sac_atari_roadrunner_t0_s1.log @@ -0,0 +1,802 @@ +2026-02-12 23:34:54 | INFO | PID:1325 | slm_lab.env:_make_vector_env | AtariVectorEnv: 16 envs, native preprocessing +2026-02-12 23:37:01 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_roadrunner_t0_s1 [train] +total_reward:7.55 total_reward_ma:7.55 loss:-18.87 fps:80 +frame:1.00e+04 wall_t:125 t:625 epi:nan +opt_step:1689 lr:0.0003 alpha:0.6306 +2026-02-12 23:38:23 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_roadrunner_t0_s1 [train] +total_reward:13.00 total_reward_ma:10.27 loss:-28.67 fps:97.09 +frame:2.00e+04 wall_t:206 t:1250 epi:nan +opt_step:3564 lr:0.0003 alpha:0.4032 +2026-02-12 23:39:45 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_roadrunner_t0_s1 [train] +total_reward:13.00 total_reward_ma:11.18 loss:-32.66 fps:104.2 +frame:3.00e+04 wall_t:288 t:1875 epi:nan +opt_step:5439 lr:0.0003 alpha:0.2641 +2026-02-12 23:41:07 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_roadrunner_t0_s1 [train] +total_reward:12.00 total_reward_ma:11.39 loss:-34.93 fps:108.1 +frame:4.00e+04 wall_t:370 t:2500 epi:nan +opt_step:7314 lr:0.0003 alpha:0.1744 +2026-02-12 23:42:29 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_roadrunner_t0_s1 [train] +total_reward:19.00 total_reward_ma:12.91 loss:-34.26 fps:110.6 +frame:5.00e+04 wall_t:452 t:3125 epi:nan +opt_step:9189 lr:0.0003 alpha:0.1157 +2026-02-12 23:43:50 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_roadrunner_t0_s1 [train] +total_reward:38.00 total_reward_ma:17.09 loss:-33.95 fps:112.6 +frame:6.00e+04 wall_t:533 t:3750 epi:nan +opt_step:11064 lr:0.0003 alpha:0.07701 +2026-02-12 23:45:12 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_roadrunner_t0_s1 [train] +total_reward:54.00 total_reward_ma:22.36 loss:-31.53 fps:113.8 +frame:7.00e+04 wall_t:615 t:4375 epi:nan +opt_step:12939 lr:0.0003 alpha:0.0515 +2026-02-12 23:46:33 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_roadrunner_t0_s1 [train] +total_reward:91.00 total_reward_ma:30.94 loss:-30.89 fps:114.9 +frame:8.00e+04 wall_t:696 t:5000 epi:nan +opt_step:14814 lr:0.0003 alpha:0.0347 +2026-02-12 23:47:54 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_roadrunner_t0_s1 [train] +total_reward:168.00 total_reward_ma:46.17 loss:-27.72 fps:115.8 +frame:9.00e+04 wall_t:777 t:5625 epi:nan +opt_step:16689 lr:0.0003 alpha:0.02389 +2026-02-12 23:49:15 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_roadrunner_t0_s1 [train] +total_reward:274.00 total_reward_ma:68.95 loss:-26.11 fps:116.6 +frame:1.00e+05 wall_t:858 t:6250 epi:nan +opt_step:18564 lr:0.0003 alpha:0.01693 +2026-02-12 23:50:36 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_roadrunner_t0_s1 [train] +total_reward:395.00 total_reward_ma:98.60 loss:-23.74 fps:117.1 +frame:1.10e+05 wall_t:939 t:6875 epi:nan +opt_step:20439 lr:0.0003 alpha:0.01297 +2026-02-12 23:51:58 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_roadrunner_t0_s1 [train] +total_reward:641.00 total_reward_ma:143.80 loss:-22.58 fps:117.5 +frame:1.20e+05 wall_t:1021 t:7500 epi:nan +opt_step:22314 lr:0.0003 alpha:0.01123 +2026-02-12 23:53:19 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_roadrunner_t0_s1 [train] +total_reward:845.00 total_reward_ma:197.73 loss:-20.05 fps:118 +frame:1.30e+05 wall_t:1102 t:8125 epi:nan +opt_step:24189 lr:0.0003 alpha:0.01179 +2026-02-12 23:54:41 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_roadrunner_t0_s1 [train] +total_reward:1148.00 total_reward_ma:265.61 loss:-19.12 fps:118.2 +frame:1.40e+05 wall_t:1184 t:8750 epi:nan +opt_step:26064 lr:0.0003 alpha:0.01155 +2026-02-12 23:56:02 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_roadrunner_t0_s1 [train] +total_reward:1350.00 total_reward_ma:337.90 loss:-17.33 fps:118.6 +frame:1.50e+05 wall_t:1265 t:9375 epi:nan +opt_step:27939 lr:0.0003 alpha:0.01173 +2026-02-12 23:57:23 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_roadrunner_t0_s1 [train] +total_reward:1203.00 total_reward_ma:391.97 loss:-16.34 fps:118.9 +frame:1.60e+05 wall_t:1346 t:10000 epi:nan +opt_step:29814 lr:0.0003 alpha:0.01167 +2026-02-12 23:58:43 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_roadrunner_t0_s1 [train] +total_reward:1038.00 total_reward_ma:429.97 loss:-15.45 fps:119.2 +frame:1.70e+05 wall_t:1426 t:10625 epi:nan +opt_step:31689 lr:0.0003 alpha:0.01061 +2026-02-13 00:00:06 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_roadrunner_t0_s1 [train] +total_reward:770.00 total_reward_ma:448.86 loss:-14.26 fps:119.3 +frame:1.80e+05 wall_t:1509 t:11250 epi:nan +opt_step:33564 lr:0.0003 alpha:0.01047 +2026-02-13 00:01:27 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_roadrunner_t0_s1 [train] +total_reward:617.00 total_reward_ma:457.71 loss:-13.23 fps:119.5 +frame:1.90e+05 wall_t:1590 t:11875 epi:nan +opt_step:35439 lr:0.0003 alpha:0.01128 +2026-02-13 00:02:48 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_roadrunner_t0_s1 [train] +total_reward:636.00 total_reward_ma:466.63 loss:-12.24 fps:119.7 +frame:2.00e+05 wall_t:1671 t:12500 epi:nan +opt_step:37314 lr:0.0003 alpha:0.01125 +2026-02-13 00:04:09 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_roadrunner_t0_s1 [train] +total_reward:717.00 total_reward_ma:478.55 loss:-11.3 fps:119.9 +frame:2.10e+05 wall_t:1752 t:13125 epi:nan +opt_step:39189 lr:0.0003 alpha:0.01191 +2026-02-13 00:05:29 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_roadrunner_t0_s1 [train] +total_reward:907.00 total_reward_ma:498.02 loss:-10.98 fps:120.1 +frame:2.20e+05 wall_t:1832 t:13750 epi:nan +opt_step:41064 lr:0.0003 alpha:0.01284 +2026-02-13 00:06:50 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_roadrunner_t0_s1 [train] +total_reward:1032.00 total_reward_ma:521.24 loss:-10.2 fps:120.2 +frame:2.30e+05 wall_t:1913 t:14375 epi:nan +opt_step:42939 lr:0.0003 alpha:0.01224 +2026-02-13 00:08:11 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_roadrunner_t0_s1 [train] +total_reward:1338.00 total_reward_ma:555.27 loss:-9.48 fps:120.4 +frame:2.40e+05 wall_t:1994 t:15000 epi:nan +opt_step:44814 lr:0.0003 alpha:0.01245 +2026-02-13 00:09:32 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_roadrunner_t0_s1 [train] +total_reward:1617.00 total_reward_ma:597.74 loss:-9.044 fps:120.5 +frame:2.50e+05 wall_t:2075 t:15625 epi:nan +opt_step:46689 lr:0.0003 alpha:0.01329 +2026-02-13 00:10:53 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_roadrunner_t0_s1 [train] +total_reward:1961.00 total_reward_ma:650.17 loss:-8.745 fps:120.6 +frame:2.60e+05 wall_t:2156 t:16250 epi:nan +opt_step:48564 lr:0.0003 alpha:0.01316 +2026-02-13 00:12:13 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_roadrunner_t0_s1 [train] +total_reward:2136.00 total_reward_ma:705.21 loss:-8.384 fps:120.8 +frame:2.70e+05 wall_t:2236 t:16875 epi:nan +opt_step:50439 lr:0.0003 alpha:0.01395 +2026-02-13 00:13:33 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_roadrunner_t0_s1 [train] +total_reward:2343.00 total_reward_ma:763.70 loss:-7.852 fps:120.9 +frame:2.80e+05 wall_t:2316 t:17500 epi:nan +opt_step:52314 lr:0.0003 alpha:0.01456 +2026-02-13 00:14:54 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_roadrunner_t0_s1 [train] +total_reward:2582.00 total_reward_ma:826.40 loss:-7.475 fps:121 +frame:2.90e+05 wall_t:2397 t:18125 epi:nan +opt_step:54189 lr:0.0003 alpha:0.01395 +2026-02-13 00:16:14 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_roadrunner_t0_s1 [train] +total_reward:2764.00 total_reward_ma:890.98 loss:-7.325 fps:121.1 +frame:3.00e+05 wall_t:2477 t:18750 epi:nan +opt_step:56064 lr:0.0003 alpha:0.01404 +2026-02-13 00:17:34 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_roadrunner_t0_s1 [train] +total_reward:2787.00 total_reward_ma:952.15 loss:-7.112 fps:121.2 +frame:3.10e+05 wall_t:2557 t:19375 epi:nan +opt_step:57939 lr:0.0003 alpha:0.01403 +2026-02-13 00:18:53 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_roadrunner_t0_s1 [train] +total_reward:2771.00 total_reward_ma:1008.99 loss:-6.954 fps:121.4 +frame:3.20e+05 wall_t:2636 t:20000 epi:nan +opt_step:59814 lr:0.0003 alpha:0.01418 +2026-02-13 00:20:13 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_roadrunner_t0_s1 [train] +total_reward:2692.00 total_reward_ma:1059.99 loss:-6.747 fps:121.5 +frame:3.30e+05 wall_t:2716 t:20625 epi:nan +opt_step:61689 lr:0.0003 alpha:0.01439 +2026-02-13 00:21:32 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_roadrunner_t0_s1 [train] +total_reward:2608.00 total_reward_ma:1105.52 loss:-6.452 fps:121.6 +frame:3.40e+05 wall_t:2795 t:21250 epi:nan +opt_step:63564 lr:0.0003 alpha:0.01369 +2026-02-13 00:22:52 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_roadrunner_t0_s1 [train] +total_reward:2549.00 total_reward_ma:1146.76 loss:-6.592 fps:121.7 +frame:3.50e+05 wall_t:2875 t:21875 epi:nan +opt_step:65439 lr:0.0003 alpha:0.01374 +2026-02-13 00:24:11 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_roadrunner_t0_s1 [train] +total_reward:2519.00 total_reward_ma:1184.88 loss:-6.476 fps:121.9 +frame:3.60e+05 wall_t:2954 t:22500 epi:nan +opt_step:67314 lr:0.0003 alpha:0.01379 +2026-02-13 00:25:31 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_roadrunner_t0_s1 [train] +total_reward:2472.00 total_reward_ma:1219.66 loss:-6.44 fps:122 +frame:3.70e+05 wall_t:3034 t:23125 epi:nan +opt_step:69189 lr:0.0003 alpha:0.01359 +2026-02-13 00:26:51 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_roadrunner_t0_s1 [train] +total_reward:2557.00 total_reward_ma:1254.86 loss:-6.329 fps:122 +frame:3.80e+05 wall_t:3114 t:23750 epi:nan +opt_step:71064 lr:0.0003 alpha:0.01378 +2026-02-13 00:28:12 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_roadrunner_t0_s1 [train] +total_reward:2539.00 total_reward_ma:1287.78 loss:-6.284 fps:122.1 +frame:3.90e+05 wall_t:3195 t:24375 epi:nan +opt_step:72939 lr:0.0003 alpha:0.01317 +2026-02-13 00:29:32 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_roadrunner_t0_s1 [train] +total_reward:2716.00 total_reward_ma:1323.49 loss:-6.217 fps:122.1 +frame:4.00e+05 wall_t:3275 t:25000 epi:nan +opt_step:74814 lr:0.0003 alpha:0.01296 +2026-02-13 00:30:52 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_roadrunner_t0_s1 [train] +total_reward:2911.00 total_reward_ma:1362.21 loss:-6.146 fps:122.2 +frame:4.10e+05 wall_t:3355 t:25625 epi:nan +opt_step:76689 lr:0.0003 alpha:0.01303 +2026-02-13 00:32:12 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_roadrunner_t0_s1 [train] +total_reward:3229.00 total_reward_ma:1406.66 loss:-6.204 fps:122.3 +frame:4.20e+05 wall_t:3435 t:26250 epi:nan +opt_step:78564 lr:0.0003 alpha:0.01356 +2026-02-13 00:33:31 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_roadrunner_t0_s1 [train] +total_reward:3392.00 total_reward_ma:1452.83 loss:-6.129 fps:122.4 +frame:4.30e+05 wall_t:3514 t:26875 epi:nan +opt_step:80439 lr:0.0003 alpha:0.01461 +2026-02-13 00:34:52 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_roadrunner_t0_s1 [train] +total_reward:3874.00 total_reward_ma:1507.85 loss:-6.133 fps:122.4 +frame:4.40e+05 wall_t:3595 t:27500 epi:nan +opt_step:82314 lr:0.0003 alpha:0.01516 +2026-02-13 00:36:11 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_roadrunner_t0_s1 [train] +total_reward:4171.00 total_reward_ma:1567.03 loss:-6.064 fps:122.5 +frame:4.50e+05 wall_t:3674 t:28125 epi:nan +opt_step:84189 lr:0.0003 alpha:0.01653 +2026-02-13 00:37:30 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_roadrunner_t0_s1 [train] +total_reward:4951.00 total_reward_ma:1640.60 loss:-6.2 fps:122.6 +frame:4.60e+05 wall_t:3753 t:28750 epi:nan +opt_step:86064 lr:0.0003 alpha:0.0167 +2026-02-13 00:38:50 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_roadrunner_t0_s1 [train] +total_reward:5340.00 total_reward_ma:1719.31 loss:-6.102 fps:122.6 +frame:4.70e+05 wall_t:3833 t:29375 epi:nan +opt_step:87939 lr:0.0003 alpha:0.01721 +2026-02-13 00:40:11 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_roadrunner_t0_s1 [train] +total_reward:5845.00 total_reward_ma:1805.26 loss:-6.22 fps:122.6 +frame:4.80e+05 wall_t:3914 t:30000 epi:nan +opt_step:89814 lr:0.0003 alpha:0.01754 +2026-02-13 00:41:30 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_roadrunner_t0_s1 [train] +total_reward:6190.00 total_reward_ma:1894.75 loss:-6.461 fps:122.7 +frame:4.90e+05 wall_t:3993 t:30625 epi:nan +opt_step:91689 lr:0.0003 alpha:0.01844 +2026-02-13 00:42:50 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_roadrunner_t0_s1 [train] +total_reward:6721.00 total_reward_ma:1991.27 loss:-6.512 fps:122.8 +frame:5.00e+05 wall_t:4073 t:31250 epi:nan +opt_step:93564 lr:0.0003 alpha:0.01912 +2026-02-13 00:44:10 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_roadrunner_t0_s1 [train] +total_reward:7155.00 total_reward_ma:2092.52 loss:-6.758 fps:122.8 +frame:5.10e+05 wall_t:4153 t:31875 epi:nan +opt_step:95439 lr:0.0003 alpha:0.01965 +2026-02-13 00:45:30 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_roadrunner_t0_s1 [train] +total_reward:7674.00 total_reward_ma:2199.86 loss:-6.639 fps:122.8 +frame:5.20e+05 wall_t:4233 t:32500 epi:nan +opt_step:97314 lr:0.0003 alpha:0.021 +2026-02-13 00:46:49 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_roadrunner_t0_s1 [train] +total_reward:8246.00 total_reward_ma:2313.93 loss:-6.92 fps:122.9 +frame:5.30e+05 wall_t:4312 t:33125 epi:nan +opt_step:99189 lr:0.0003 alpha:0.02128 +2026-02-13 00:48:10 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_roadrunner_t0_s1 [train] +total_reward:8897.00 total_reward_ma:2435.84 loss:-7.163 fps:122.9 +frame:5.40e+05 wall_t:4393 t:33750 epi:nan +opt_step:101064 lr:0.0003 alpha:0.02344 +2026-02-13 00:49:32 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_roadrunner_t0_s1 [train] +total_reward:9798.00 total_reward_ma:2569.70 loss:-7.426 fps:122.9 +frame:5.50e+05 wall_t:4475 t:34375 epi:nan +opt_step:102939 lr:0.0003 alpha:0.0256 +2026-02-13 00:50:53 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_roadrunner_t0_s1 [train] +total_reward:10679.00 total_reward_ma:2714.51 loss:-7.534 fps:122.9 +frame:5.60e+05 wall_t:4556 t:35000 epi:nan +opt_step:104814 lr:0.0003 alpha:0.0278 +2026-02-13 00:52:14 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_roadrunner_t0_s1 [train] +total_reward:11288.00 total_reward_ma:2864.92 loss:-7.624 fps:122.9 +frame:5.70e+05 wall_t:4637 t:35625 epi:nan +opt_step:106689 lr:0.0003 alpha:0.02874 +2026-02-13 00:53:34 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_roadrunner_t0_s1 [train] +total_reward:12416.00 total_reward_ma:3029.60 loss:-7.915 fps:123 +frame:5.80e+05 wall_t:4717 t:36250 epi:nan +opt_step:108564 lr:0.0003 alpha:0.03089 +2026-02-13 00:54:55 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_roadrunner_t0_s1 [train] +total_reward:13533.00 total_reward_ma:3207.62 loss:-8.57 fps:123 +frame:5.90e+05 wall_t:4798 t:36875 epi:nan +opt_step:110439 lr:0.0003 alpha:0.03267 +2026-02-13 00:56:16 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_roadrunner_t0_s1 [train] +total_reward:14178.00 total_reward_ma:3390.46 loss:-9.185 fps:123 +frame:6.00e+05 wall_t:4879 t:37500 epi:nan +opt_step:112314 lr:0.0003 alpha:0.03289 +2026-02-13 00:57:36 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_roadrunner_t0_s1 [train] +total_reward:15638.00 total_reward_ma:3591.24 loss:-9.408 fps:123 +frame:6.10e+05 wall_t:4959 t:38125 epi:nan +opt_step:114189 lr:0.0003 alpha:0.035 +2026-02-13 00:58:56 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_roadrunner_t0_s1 [train] +total_reward:16145.00 total_reward_ma:3793.72 loss:-9.936 fps:123 +frame:6.20e+05 wall_t:5039 t:38750 epi:nan +opt_step:116064 lr:0.0003 alpha:0.03631 +2026-02-13 01:00:16 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_roadrunner_t0_s1 [train] +total_reward:17039.00 total_reward_ma:4003.96 loss:-10.21 fps:123.1 +frame:6.30e+05 wall_t:5119 t:39375 epi:nan +opt_step:117939 lr:0.0003 alpha:0.03637 +2026-02-13 01:01:42 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_roadrunner_t0_s1 [train] +total_reward:17700.00 total_reward_ma:4217.96 loss:-10.51 fps:123 +frame:6.40e+05 wall_t:5205 t:40000 epi:nan +opt_step:119814 lr:0.0003 alpha:0.03785 +2026-02-13 01:03:04 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_roadrunner_t0_s1 [train] +total_reward:18419.00 total_reward_ma:4436.44 loss:-10.98 fps:122.9 +frame:6.50e+05 wall_t:5287 t:40625 epi:nan +opt_step:121689 lr:0.0003 alpha:0.03937 +2026-02-13 01:04:26 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_roadrunner_t0_s1 [train] +total_reward:18627.00 total_reward_ma:4651.45 loss:-10.99 fps:122.9 +frame:6.60e+05 wall_t:5369 t:41250 epi:nan +opt_step:123564 lr:0.0003 alpha:0.04024 +2026-02-13 01:05:47 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_roadrunner_t0_s1 [train] +total_reward:19095.00 total_reward_ma:4867.02 loss:-11.69 fps:122.9 +frame:6.70e+05 wall_t:5450 t:41875 epi:nan +opt_step:125439 lr:0.0003 alpha:0.04047 +2026-02-13 01:07:09 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_roadrunner_t0_s1 [train] +total_reward:19375.00 total_reward_ma:5080.38 loss:-12.07 fps:122.9 +frame:6.80e+05 wall_t:5532 t:42500 epi:nan +opt_step:127314 lr:0.0003 alpha:0.04158 +2026-02-13 01:08:33 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_roadrunner_t0_s1 [train] +total_reward:19475.00 total_reward_ma:5288.99 loss:-11.87 fps:122.9 +frame:6.90e+05 wall_t:5616 t:43125 epi:nan +opt_step:129189 lr:0.0003 alpha:0.04242 +2026-02-13 01:09:53 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_roadrunner_t0_s1 [train] +total_reward:19466.00 total_reward_ma:5491.52 loss:-12.67 fps:122.9 +frame:7.00e+05 wall_t:5696 t:43750 epi:nan +opt_step:131064 lr:0.0003 alpha:0.04387 +2026-02-13 01:11:16 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_roadrunner_t0_s1 [train] +total_reward:19380.00 total_reward_ma:5687.13 loss:-12.74 fps:122.9 +frame:7.10e+05 wall_t:5779 t:44375 epi:nan +opt_step:132939 lr:0.0003 alpha:0.04521 +2026-02-13 01:12:39 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_roadrunner_t0_s1 [train] +total_reward:19466.00 total_reward_ma:5878.51 loss:-13.39 fps:122.8 +frame:7.20e+05 wall_t:5862 t:45000 epi:nan +opt_step:134814 lr:0.0003 alpha:0.04588 +2026-02-13 01:14:00 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_roadrunner_t0_s1 [train] +total_reward:19401.00 total_reward_ma:6063.75 loss:-12.78 fps:122.8 +frame:7.30e+05 wall_t:5943 t:45625 epi:nan +opt_step:136689 lr:0.0003 alpha:0.04516 +2026-02-13 01:15:23 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_roadrunner_t0_s1 [train] +total_reward:19453.00 total_reward_ma:6244.68 loss:-13.34 fps:122.8 +frame:7.40e+05 wall_t:6026 t:46250 epi:nan +opt_step:138564 lr:0.0003 alpha:0.04524 +2026-02-13 01:16:46 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_roadrunner_t0_s1 [train] +total_reward:19634.00 total_reward_ma:6423.21 loss:-13.66 fps:122.8 +frame:7.50e+05 wall_t:6109 t:46875 epi:nan +opt_step:140439 lr:0.0003 alpha:0.04546 +2026-02-13 01:18:08 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_roadrunner_t0_s1 [train] +total_reward:19705.00 total_reward_ma:6597.97 loss:-14.4 fps:122.8 +frame:7.60e+05 wall_t:6191 t:47500 epi:nan +opt_step:142314 lr:0.0003 alpha:0.04689 +2026-02-13 01:19:30 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_roadrunner_t0_s1 [train] +total_reward:19945.00 total_reward_ma:6771.31 loss:-14.38 fps:122.7 +frame:7.70e+05 wall_t:6273 t:48125 epi:nan +opt_step:144189 lr:0.0003 alpha:0.04734 +2026-02-13 01:20:54 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_roadrunner_t0_s1 [train] +total_reward:20160.00 total_reward_ma:6942.96 loss:-14.5 fps:122.7 +frame:7.80e+05 wall_t:6357 t:48750 epi:nan +opt_step:146064 lr:0.0003 alpha:0.04859 +2026-02-13 01:22:19 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_roadrunner_t0_s1 [train] +total_reward:20577.00 total_reward_ma:7115.54 loss:-14.93 fps:122.6 +frame:7.90e+05 wall_t:6442 t:49375 epi:nan +opt_step:147939 lr:0.0003 alpha:0.04898 +2026-02-13 01:23:45 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_roadrunner_t0_s1 [train] +total_reward:20678.00 total_reward_ma:7285.07 loss:-14.98 fps:122.5 +frame:8.00e+05 wall_t:6528 t:50000 epi:nan +opt_step:149814 lr:0.0003 alpha:0.04971 +2026-02-13 01:25:10 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_roadrunner_t0_s1 [train] +total_reward:20827.00 total_reward_ma:7452.25 loss:-15.85 fps:122.5 +frame:8.10e+05 wall_t:6613 t:50625 epi:nan +opt_step:151689 lr:0.0003 alpha:0.05089 +2026-02-13 01:26:31 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_roadrunner_t0_s1 [train] +total_reward:21049.00 total_reward_ma:7618.07 loss:-15.6 fps:122.5 +frame:8.20e+05 wall_t:6694 t:51250 epi:nan +opt_step:153564 lr:0.0003 alpha:0.04984 +2026-02-13 01:27:51 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_roadrunner_t0_s1 [train] +total_reward:21152.00 total_reward_ma:7781.13 loss:-16.21 fps:122.5 +frame:8.30e+05 wall_t:6774 t:51875 epi:nan +opt_step:155439 lr:0.0003 alpha:0.05009 +2026-02-13 01:29:12 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_roadrunner_t0_s1 [train] +total_reward:21272.00 total_reward_ma:7941.73 loss:-16.19 fps:122.5 +frame:8.40e+05 wall_t:6855 t:52500 epi:nan +opt_step:157314 lr:0.0003 alpha:0.05145 +2026-02-13 01:30:36 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_roadrunner_t0_s1 [train] +total_reward:21362.00 total_reward_ma:8099.62 loss:-16.3 fps:122.5 +frame:8.50e+05 wall_t:6939 t:53125 epi:nan +opt_step:159189 lr:0.0003 alpha:0.05117 +2026-02-13 01:31:59 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_roadrunner_t0_s1 [train] +total_reward:21581.00 total_reward_ma:8256.38 loss:-16.49 fps:122.5 +frame:8.60e+05 wall_t:7022 t:53750 epi:nan +opt_step:161064 lr:0.0003 alpha:0.051 +2026-02-13 01:33:21 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_roadrunner_t0_s1 [train] +total_reward:21749.00 total_reward_ma:8411.47 loss:-16.65 fps:122.5 +frame:8.70e+05 wall_t:7104 t:54375 epi:nan +opt_step:162939 lr:0.0003 alpha:0.05189 +2026-02-13 01:34:43 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_roadrunner_t0_s1 [train] +total_reward:21996.00 total_reward_ma:8565.84 loss:-16.83 fps:122.5 +frame:8.80e+05 wall_t:7186 t:55000 epi:nan +opt_step:164814 lr:0.0003 alpha:0.0518 +2026-02-13 01:36:03 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_roadrunner_t0_s1 [train] +total_reward:21959.00 total_reward_ma:8716.32 loss:-17.08 fps:122.5 +frame:8.90e+05 wall_t:7266 t:55625 epi:nan +opt_step:166689 lr:0.0003 alpha:0.05169 +2026-02-13 01:37:27 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_roadrunner_t0_s1 [train] +total_reward:21922.00 total_reward_ma:8863.05 loss:-17.34 fps:122.4 +frame:9.00e+05 wall_t:7350 t:56250 epi:nan +opt_step:168564 lr:0.0003 alpha:0.0521 +2026-02-13 01:38:49 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_roadrunner_t0_s1 [train] +total_reward:21854.00 total_reward_ma:9005.81 loss:-17.96 fps:122.4 +frame:9.10e+05 wall_t:7432 t:56875 epi:nan +opt_step:170439 lr:0.0003 alpha:0.05285 +2026-02-13 01:40:11 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_roadrunner_t0_s1 [train] +total_reward:22309.00 total_reward_ma:9150.41 loss:-17.42 fps:122.4 +frame:9.20e+05 wall_t:7514 t:57500 epi:nan +opt_step:172314 lr:0.0003 alpha:0.05144 +2026-02-13 01:41:31 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_roadrunner_t0_s1 [train] +total_reward:22191.00 total_reward_ma:9290.63 loss:-17.78 fps:122.5 +frame:9.30e+05 wall_t:7594 t:58125 epi:nan +opt_step:174189 lr:0.0003 alpha:0.0532 +2026-02-13 01:42:53 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_roadrunner_t0_s1 [train] +total_reward:22717.00 total_reward_ma:9433.46 loss:-18.21 fps:122.5 +frame:9.40e+05 wall_t:7676 t:58750 epi:nan +opt_step:176064 lr:0.0003 alpha:0.05402 +2026-02-13 01:44:13 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_roadrunner_t0_s1 [train] +total_reward:22695.00 total_reward_ma:9573.06 loss:-17.98 fps:122.5 +frame:9.50e+05 wall_t:7756 t:59375 epi:nan +opt_step:177939 lr:0.0003 alpha:0.05398 +2026-02-13 01:45:34 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_roadrunner_t0_s1 [train] +total_reward:22791.00 total_reward_ma:9710.75 loss:-18.21 fps:122.5 +frame:9.60e+05 wall_t:7837 t:60000 epi:nan +opt_step:179814 lr:0.0003 alpha:0.05304 +2026-02-13 01:46:53 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_roadrunner_t0_s1 [train] +total_reward:22652.00 total_reward_ma:9844.16 loss:-18.29 fps:122.5 +frame:9.70e+05 wall_t:7916 t:60625 epi:nan +opt_step:181689 lr:0.0003 alpha:0.05418 +2026-02-13 01:48:14 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_roadrunner_t0_s1 [train] +total_reward:22690.00 total_reward_ma:9975.24 loss:-19.12 fps:122.5 +frame:9.80e+05 wall_t:7997 t:61250 epi:nan +opt_step:183564 lr:0.0003 alpha:0.05532 +2026-02-13 01:49:33 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_roadrunner_t0_s1 [train] +total_reward:22526.00 total_reward_ma:10102.02 loss:-18.32 fps:122.6 +frame:9.90e+05 wall_t:8076 t:61875 epi:nan +opt_step:185439 lr:0.0003 alpha:0.05385 +2026-02-13 01:50:53 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_roadrunner_t0_s1 [train] +total_reward:22616.00 total_reward_ma:10227.16 loss:-19.52 fps:122.6 +frame:1.00e+06 wall_t:8156 t:62500 epi:nan +opt_step:187314 lr:0.0003 alpha:0.05472 +2026-02-13 01:52:15 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_roadrunner_t0_s1 [train] +total_reward:22734.00 total_reward_ma:10454.42 loss:-18.88 fps:122.6 +frame:1.01e+06 wall_t:8238 t:63125 epi:nan +opt_step:189189 lr:0.0003 alpha:0.05576 +2026-02-13 01:53:35 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_roadrunner_t0_s1 [train] +total_reward:23308.00 total_reward_ma:10687.37 loss:-18.99 fps:122.6 +frame:1.02e+06 wall_t:8318 t:63750 epi:nan +opt_step:191064 lr:0.0003 alpha:0.05536 +2026-02-13 01:54:55 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_roadrunner_t0_s1 [train] +total_reward:23263.00 total_reward_ma:10919.87 loss:-18.95 fps:122.6 +frame:1.03e+06 wall_t:8398 t:64375 epi:nan +opt_step:192939 lr:0.0003 alpha:0.05553 +2026-02-13 01:56:14 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_roadrunner_t0_s1 [train] +total_reward:23298.00 total_reward_ma:11152.73 loss:-19.87 fps:122.7 +frame:1.04e+06 wall_t:8477 t:65000 epi:nan +opt_step:194814 lr:0.0003 alpha:0.05602 +2026-02-13 01:57:34 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_roadrunner_t0_s1 [train] +total_reward:23156.00 total_reward_ma:11384.10 loss:-19.55 fps:122.7 +frame:1.05e+06 wall_t:8557 t:65625 epi:nan +opt_step:196689 lr:0.0003 alpha:0.05684 +2026-02-13 01:58:54 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_roadrunner_t0_s1 [train] +total_reward:23065.00 total_reward_ma:11614.37 loss:-20.19 fps:122.7 +frame:1.06e+06 wall_t:8637 t:66250 epi:nan +opt_step:198564 lr:0.0003 alpha:0.05723 +2026-02-13 02:00:14 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_roadrunner_t0_s1 [train] +total_reward:23299.00 total_reward_ma:11846.82 loss:-20.05 fps:122.7 +frame:1.07e+06 wall_t:8717 t:66875 epi:nan +opt_step:200439 lr:0.0003 alpha:0.05751 +2026-02-13 02:01:33 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_roadrunner_t0_s1 [train] +total_reward:23638.00 total_reward_ma:12082.29 loss:-19.59 fps:122.8 +frame:1.08e+06 wall_t:8796 t:67500 epi:nan +opt_step:202314 lr:0.0003 alpha:0.05889 +2026-02-13 02:02:53 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_roadrunner_t0_s1 [train] +total_reward:23792.00 total_reward_ma:12318.53 loss:-20.16 fps:122.8 +frame:1.09e+06 wall_t:8876 t:68125 epi:nan +opt_step:204189 lr:0.0003 alpha:0.05862 +2026-02-13 02:04:13 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_roadrunner_t0_s1 [train] +total_reward:23860.00 total_reward_ma:12554.39 loss:-20.35 fps:122.8 +frame:1.10e+06 wall_t:8956 t:68750 epi:nan +opt_step:206064 lr:0.0003 alpha:0.05845 +2026-02-13 02:05:34 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_roadrunner_t0_s1 [train] +total_reward:23990.00 total_reward_ma:12790.34 loss:-20.41 fps:122.8 +frame:1.11e+06 wall_t:9037 t:69375 epi:nan +opt_step:207939 lr:0.0003 alpha:0.05926 +2026-02-13 02:06:54 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_roadrunner_t0_s1 [train] +total_reward:24007.00 total_reward_ma:13024.00 loss:-20.71 fps:122.8 +frame:1.12e+06 wall_t:9117 t:70000 epi:nan +opt_step:209814 lr:0.0003 alpha:0.0595 +2026-02-13 02:08:15 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_roadrunner_t0_s1 [train] +total_reward:24066.00 total_reward_ma:13256.21 loss:-20.6 fps:122.9 +frame:1.13e+06 wall_t:9198 t:70625 epi:nan +opt_step:211689 lr:0.0003 alpha:0.0595 +2026-02-13 02:09:36 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_roadrunner_t0_s1 [train] +total_reward:23669.00 total_reward_ma:13481.42 loss:-20.99 fps:122.9 +frame:1.14e+06 wall_t:9279 t:71250 epi:nan +opt_step:213564 lr:0.0003 alpha:0.0599 +2026-02-13 02:10:55 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_roadrunner_t0_s1 [train] +total_reward:23746.00 total_reward_ma:13705.38 loss:-20.96 fps:122.9 +frame:1.15e+06 wall_t:9358 t:71875 epi:nan +opt_step:215439 lr:0.0003 alpha:0.0607 +2026-02-13 02:12:15 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_roadrunner_t0_s1 [train] +total_reward:23679.00 total_reward_ma:13930.14 loss:-21.32 fps:122.9 +frame:1.16e+06 wall_t:9438 t:72500 epi:nan +opt_step:217314 lr:0.0003 alpha:0.05997 +2026-02-13 02:13:35 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_roadrunner_t0_s1 [train] +total_reward:23831.00 total_reward_ma:14158.07 loss:-20.76 fps:122.9 +frame:1.17e+06 wall_t:9518 t:73125 epi:nan +opt_step:219189 lr:0.0003 alpha:0.06103 +2026-02-13 02:14:54 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_roadrunner_t0_s1 [train] +total_reward:24084.00 total_reward_ma:14391.21 loss:-21.57 fps:123 +frame:1.18e+06 wall_t:9597 t:73750 epi:nan +opt_step:221064 lr:0.0003 alpha:0.06193 +2026-02-13 02:16:16 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_roadrunner_t0_s1 [train] +total_reward:24281.00 total_reward_ma:14627.85 loss:-21.02 fps:122.9 +frame:1.19e+06 wall_t:9679 t:74375 epi:nan +opt_step:222939 lr:0.0003 alpha:0.06178 +2026-02-13 02:17:37 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_roadrunner_t0_s1 [train] +total_reward:24206.00 total_reward_ma:14863.55 loss:-21.97 fps:123 +frame:1.20e+06 wall_t:9760 t:75000 epi:nan +opt_step:224814 lr:0.0003 alpha:0.06301 +2026-02-13 02:18:57 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_roadrunner_t0_s1 [train] +total_reward:24299.00 total_reward_ma:15099.37 loss:-21.86 fps:123 +frame:1.21e+06 wall_t:9840 t:75625 epi:nan +opt_step:226689 lr:0.0003 alpha:0.06322 +2026-02-13 02:20:16 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_roadrunner_t0_s1 [train] +total_reward:24154.00 total_reward_ma:15331.84 loss:-21.45 fps:123 +frame:1.22e+06 wall_t:9919 t:76250 epi:nan +opt_step:228564 lr:0.0003 alpha:0.06395 +2026-02-13 02:21:36 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_roadrunner_t0_s1 [train] +total_reward:24376.00 total_reward_ma:15565.28 loss:-22.58 fps:123 +frame:1.23e+06 wall_t:9999 t:76875 epi:nan +opt_step:230439 lr:0.0003 alpha:0.06453 +2026-02-13 02:22:55 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_roadrunner_t0_s1 [train] +total_reward:23970.00 total_reward_ma:15791.60 loss:-22.32 fps:123 +frame:1.24e+06 wall_t:10078 t:77500 epi:nan +opt_step:232314 lr:0.0003 alpha:0.06487 +2026-02-13 02:24:15 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_roadrunner_t0_s1 [train] +total_reward:24096.00 total_reward_ma:16016.39 loss:-22.53 fps:123.1 +frame:1.25e+06 wall_t:10158 t:78125 epi:nan +opt_step:234189 lr:0.0003 alpha:0.06595 +2026-02-13 02:25:35 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_roadrunner_t0_s1 [train] +total_reward:24235.00 total_reward_ma:16239.13 loss:-22.14 fps:123.1 +frame:1.26e+06 wall_t:10238 t:78750 epi:nan +opt_step:236064 lr:0.0003 alpha:0.06528 +2026-02-13 02:26:56 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_roadrunner_t0_s1 [train] +total_reward:24265.00 total_reward_ma:16460.42 loss:-22.6 fps:123.1 +frame:1.27e+06 wall_t:10319 t:79375 epi:nan +opt_step:237939 lr:0.0003 alpha:0.06566 +2026-02-13 02:28:15 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_roadrunner_t0_s1 [train] +total_reward:24361.00 total_reward_ma:16680.60 loss:-22.83 fps:123.1 +frame:1.28e+06 wall_t:10398 t:80000 epi:nan +opt_step:239814 lr:0.0003 alpha:0.06587 +2026-02-13 02:29:35 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_roadrunner_t0_s1 [train] +total_reward:24448.00 total_reward_ma:16899.26 loss:-22.12 fps:123.1 +frame:1.29e+06 wall_t:10478 t:80625 epi:nan +opt_step:241689 lr:0.0003 alpha:0.0666 +2026-02-13 02:30:55 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_roadrunner_t0_s1 [train] +total_reward:24383.00 total_reward_ma:17115.45 loss:-23.4 fps:123.1 +frame:1.30e+06 wall_t:10558 t:81250 epi:nan +opt_step:243564 lr:0.0003 alpha:0.06547 +2026-02-13 02:32:15 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_roadrunner_t0_s1 [train] +total_reward:24204.00 total_reward_ma:17329.62 loss:-23.02 fps:123.1 +frame:1.31e+06 wall_t:10638 t:81875 epi:nan +opt_step:245439 lr:0.0003 alpha:0.06583 +2026-02-13 02:33:35 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_roadrunner_t0_s1 [train] +total_reward:24483.00 total_reward_ma:17546.74 loss:-23.63 fps:123.2 +frame:1.32e+06 wall_t:10718 t:82500 epi:nan +opt_step:247314 lr:0.0003 alpha:0.06829 +2026-02-13 02:34:57 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_roadrunner_t0_s1 [train] +total_reward:24645.00 total_reward_ma:17766.27 loss:-23.41 fps:123.1 +frame:1.33e+06 wall_t:10800 t:83125 epi:nan +opt_step:249189 lr:0.0003 alpha:0.06871 +2026-02-13 02:36:17 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_roadrunner_t0_s1 [train] +total_reward:24335.00 total_reward_ma:17983.54 loss:-23.5 fps:123.2 +frame:1.34e+06 wall_t:10880 t:83750 epi:nan +opt_step:251064 lr:0.0003 alpha:0.06798 +2026-02-13 02:37:40 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_roadrunner_t0_s1 [train] +total_reward:24760.00 total_reward_ma:18205.65 loss:-23.56 fps:123.1 +frame:1.35e+06 wall_t:10963 t:84375 epi:nan +opt_step:252939 lr:0.0003 alpha:0.06807 +2026-02-13 02:39:01 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_roadrunner_t0_s1 [train] +total_reward:24877.00 total_reward_ma:18429.23 loss:-23.08 fps:123.1 +frame:1.36e+06 wall_t:11044 t:85000 epi:nan +opt_step:254814 lr:0.0003 alpha:0.07032 +2026-02-13 02:40:23 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_roadrunner_t0_s1 [train] +total_reward:24933.00 total_reward_ma:18653.84 loss:-24.13 fps:123.1 +frame:1.37e+06 wall_t:11126 t:85625 epi:nan +opt_step:256689 lr:0.0003 alpha:0.06885 +2026-02-13 02:41:43 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_roadrunner_t0_s1 [train] +total_reward:25181.00 total_reward_ma:18880.08 loss:-24.08 fps:123.1 +frame:1.38e+06 wall_t:11206 t:86250 epi:nan +opt_step:258564 lr:0.0003 alpha:0.06854 +2026-02-13 02:43:04 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_roadrunner_t0_s1 [train] +total_reward:25254.00 total_reward_ma:19107.23 loss:-24.02 fps:123.2 +frame:1.39e+06 wall_t:11287 t:86875 epi:nan +opt_step:260439 lr:0.0003 alpha:0.06773 +2026-02-13 02:44:24 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_roadrunner_t0_s1 [train] +total_reward:25169.00 total_reward_ma:19331.76 loss:-24.37 fps:123.2 +frame:1.40e+06 wall_t:11367 t:87500 epi:nan +opt_step:262314 lr:0.0003 alpha:0.06897 +2026-02-13 02:45:45 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_roadrunner_t0_s1 [train] +total_reward:24822.00 total_reward_ma:19550.87 loss:-24.36 fps:123.2 +frame:1.41e+06 wall_t:11448 t:88125 epi:nan +opt_step:264189 lr:0.0003 alpha:0.06916 +2026-02-13 02:47:06 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_roadrunner_t0_s1 [train] +total_reward:24555.00 total_reward_ma:19764.13 loss:-24.06 fps:123.2 +frame:1.42e+06 wall_t:11529 t:88750 epi:nan +opt_step:266064 lr:0.0003 alpha:0.07007 +2026-02-13 02:48:27 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_roadrunner_t0_s1 [train] +total_reward:24799.00 total_reward_ma:19978.20 loss:-24.06 fps:123.2 +frame:1.43e+06 wall_t:11610 t:89375 epi:nan +opt_step:267939 lr:0.0003 alpha:0.07132 +2026-02-13 02:49:48 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_roadrunner_t0_s1 [train] +total_reward:25195.00 total_reward_ma:20191.41 loss:-24.55 fps:123.2 +frame:1.44e+06 wall_t:11691 t:90000 epi:nan +opt_step:269814 lr:0.0003 alpha:0.07153 +2026-02-13 02:51:08 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_roadrunner_t0_s1 [train] +total_reward:25188.00 total_reward_ma:20401.58 loss:-24.57 fps:123.2 +frame:1.45e+06 wall_t:11771 t:90625 epi:nan +opt_step:271689 lr:0.0003 alpha:0.07218 +2026-02-13 02:52:30 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_roadrunner_t0_s1 [train] +total_reward:25113.00 total_reward_ma:20603.20 loss:-24.94 fps:123.2 +frame:1.46e+06 wall_t:11853 t:91250 epi:nan +opt_step:273564 lr:0.0003 alpha:0.0721 +2026-02-13 02:53:51 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_roadrunner_t0_s1 [train] +total_reward:24875.00 total_reward_ma:20798.55 loss:-25.19 fps:123.2 +frame:1.47e+06 wall_t:11934 t:91875 epi:nan +opt_step:275439 lr:0.0003 alpha:0.07135 +2026-02-13 02:55:12 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_roadrunner_t0_s1 [train] +total_reward:24864.00 total_reward_ma:20988.74 loss:-24.7 fps:123.2 +frame:1.48e+06 wall_t:12015 t:92500 epi:nan +opt_step:277314 lr:0.0003 alpha:0.07139 +2026-02-13 02:56:34 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_roadrunner_t0_s1 [train] +total_reward:24772.00 total_reward_ma:21174.56 loss:-25.26 fps:123.2 +frame:1.49e+06 wall_t:12097 t:93125 epi:nan +opt_step:279189 lr:0.0003 alpha:0.07461 +2026-02-13 02:57:53 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_roadrunner_t0_s1 [train] +total_reward:24771.00 total_reward_ma:21355.06 loss:-25.01 fps:123.2 +frame:1.50e+06 wall_t:12176 t:93750 epi:nan +opt_step:281064 lr:0.0003 alpha:0.07479 +2026-02-13 02:59:13 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_roadrunner_t0_s1 [train] +total_reward:24872.00 total_reward_ma:21532.23 loss:-25.55 fps:123.2 +frame:1.51e+06 wall_t:12256 t:94375 epi:nan +opt_step:282939 lr:0.0003 alpha:0.07511 +2026-02-13 03:00:35 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_roadrunner_t0_s1 [train] +total_reward:25052.00 total_reward_ma:21706.01 loss:-25.09 fps:123.2 +frame:1.52e+06 wall_t:12338 t:95000 epi:nan +opt_step:284814 lr:0.0003 alpha:0.07427 +2026-02-13 03:01:58 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_roadrunner_t0_s1 [train] +total_reward:25337.00 total_reward_ma:21876.92 loss:-25.3 fps:123.2 +frame:1.53e+06 wall_t:12421 t:95625 epi:nan +opt_step:286689 lr:0.0003 alpha:0.07542 +2026-02-13 03:03:20 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_roadrunner_t0_s1 [train] +total_reward:25293.00 total_reward_ma:22040.88 loss:-25.6 fps:123.2 +frame:1.54e+06 wall_t:12503 t:96250 epi:nan +opt_step:288564 lr:0.0003 alpha:0.07499 +2026-02-13 03:04:42 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_roadrunner_t0_s1 [train] +total_reward:25068.00 total_reward_ma:22193.58 loss:-24.84 fps:123.2 +frame:1.55e+06 wall_t:12585 t:96875 epi:nan +opt_step:290439 lr:0.0003 alpha:0.07566 +2026-02-13 03:06:03 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_roadrunner_t0_s1 [train] +total_reward:24650.00 total_reward_ma:22333.29 loss:-25.6 fps:123.2 +frame:1.56e+06 wall_t:12666 t:97500 epi:nan +opt_step:292314 lr:0.0003 alpha:0.07432 +2026-02-13 03:07:25 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_roadrunner_t0_s1 [train] +total_reward:25003.00 total_reward_ma:22470.44 loss:-25.51 fps:123.2 +frame:1.57e+06 wall_t:12748 t:98125 epi:nan +opt_step:294189 lr:0.0003 alpha:0.07302 +2026-02-13 03:08:46 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_roadrunner_t0_s1 [train] +total_reward:25120.00 total_reward_ma:22597.48 loss:-26.24 fps:123.2 +frame:1.58e+06 wall_t:12829 t:98750 epi:nan +opt_step:296064 lr:0.0003 alpha:0.07573 +2026-02-13 03:10:09 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_roadrunner_t0_s1 [train] +total_reward:25300.00 total_reward_ma:22715.15 loss:-25.81 fps:123.1 +frame:1.59e+06 wall_t:12912 t:99375 epi:nan +opt_step:297939 lr:0.0003 alpha:0.076 +2026-02-13 03:11:29 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_roadrunner_t0_s1 [train] +total_reward:25331.00 total_reward_ma:22826.68 loss:-26.29 fps:123.2 +frame:1.60e+06 wall_t:12992 t:100000 epi:nan +opt_step:299814 lr:0.0003 alpha:0.07628 +2026-02-13 03:12:49 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_roadrunner_t0_s1 [train] +total_reward:25724.00 total_reward_ma:22927.54 loss:-26.15 fps:123.2 +frame:1.61e+06 wall_t:13072 t:100625 epi:nan +opt_step:301689 lr:0.0003 alpha:0.07444 +2026-02-13 03:14:10 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_roadrunner_t0_s1 [train] +total_reward:25981.00 total_reward_ma:23025.90 loss:-26 fps:123.2 +frame:1.62e+06 wall_t:13153 t:101250 epi:nan +opt_step:303564 lr:0.0003 alpha:0.07382 +2026-02-13 03:15:30 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_roadrunner_t0_s1 [train] +total_reward:26293.00 total_reward_ma:23118.44 loss:-26.81 fps:123.2 +frame:1.63e+06 wall_t:13234 t:101875 epi:nan +opt_step:305439 lr:0.0003 alpha:0.07348 +2026-02-13 03:16:50 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_roadrunner_t0_s1 [train] +total_reward:26519.00 total_reward_ma:23206.63 loss:-26.49 fps:123.2 +frame:1.64e+06 wall_t:13313 t:102500 epi:nan +opt_step:307314 lr:0.0003 alpha:0.07436 +2026-02-13 03:18:13 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_roadrunner_t0_s1 [train] +total_reward:26679.00 total_reward_ma:23289.23 loss:-26.07 fps:123.2 +frame:1.65e+06 wall_t:13396 t:103125 epi:nan +opt_step:309189 lr:0.0003 alpha:0.07282 +2026-02-13 03:19:34 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_roadrunner_t0_s1 [train] +total_reward:26957.00 total_reward_ma:23372.53 loss:-26.49 fps:123.2 +frame:1.66e+06 wall_t:13477 t:103750 epi:nan +opt_step:311064 lr:0.0003 alpha:0.07407 +2026-02-13 03:20:55 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_roadrunner_t0_s1 [train] +total_reward:27329.00 total_reward_ma:23454.87 loss:-25.92 fps:123.2 +frame:1.67e+06 wall_t:13558 t:104375 epi:nan +opt_step:312939 lr:0.0003 alpha:0.07346 +2026-02-13 03:22:17 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_roadrunner_t0_s1 [train] +total_reward:27130.00 total_reward_ma:23532.42 loss:-26.07 fps:123.2 +frame:1.68e+06 wall_t:13640 t:105000 epi:nan +opt_step:314814 lr:0.0003 alpha:0.07381 +2026-02-13 03:23:37 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_roadrunner_t0_s1 [train] +total_reward:27617.00 total_reward_ma:23613.84 loss:-26.24 fps:123.2 +frame:1.69e+06 wall_t:13720 t:105625 epi:nan +opt_step:316689 lr:0.0003 alpha:0.07428 +2026-02-13 03:24:58 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_roadrunner_t0_s1 [train] +total_reward:27568.00 total_reward_ma:23694.86 loss:-26.64 fps:123.2 +frame:1.70e+06 wall_t:13801 t:106250 epi:nan +opt_step:318564 lr:0.0003 alpha:0.07411 +2026-02-13 03:26:19 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_roadrunner_t0_s1 [train] +total_reward:28031.00 total_reward_ma:23781.37 loss:-27.05 fps:123.2 +frame:1.71e+06 wall_t:13882 t:106875 epi:nan +opt_step:320439 lr:0.0003 alpha:0.07456 +2026-02-13 03:27:39 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_roadrunner_t0_s1 [train] +total_reward:28502.00 total_reward_ma:23871.73 loss:-26.77 fps:123.2 +frame:1.72e+06 wall_t:13962 t:107500 epi:nan +opt_step:322314 lr:0.0003 alpha:0.07509 +2026-02-13 03:29:00 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_roadrunner_t0_s1 [train] +total_reward:28002.00 total_reward_ma:23957.74 loss:-26.69 fps:123.2 +frame:1.73e+06 wall_t:14043 t:108125 epi:nan +opt_step:324189 lr:0.0003 alpha:0.07692 +2026-02-13 03:30:23 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_roadrunner_t0_s1 [train] +total_reward:28143.00 total_reward_ma:24044.64 loss:-27.48 fps:123.2 +frame:1.74e+06 wall_t:14126 t:108750 epi:nan +opt_step:326064 lr:0.0003 alpha:0.07722 +2026-02-13 03:31:42 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_roadrunner_t0_s1 [train] +total_reward:27515.00 total_reward_ma:24123.45 loss:-27.34 fps:123.2 +frame:1.75e+06 wall_t:14205 t:109375 epi:nan +opt_step:327939 lr:0.0003 alpha:0.07869 +2026-02-13 03:33:02 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_roadrunner_t0_s1 [train] +total_reward:27503.00 total_reward_ma:24201.43 loss:-27.01 fps:123.2 +frame:1.76e+06 wall_t:14285 t:110000 epi:nan +opt_step:329814 lr:0.0003 alpha:0.07784 +2026-02-13 03:34:23 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_roadrunner_t0_s1 [train] +total_reward:27155.00 total_reward_ma:24273.53 loss:-27.49 fps:123.2 +frame:1.77e+06 wall_t:14366 t:110625 epi:nan +opt_step:331689 lr:0.0003 alpha:0.07781 +2026-02-13 03:35:43 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_roadrunner_t0_s1 [train] +total_reward:27096.00 total_reward_ma:24342.89 loss:-27.36 fps:123.2 +frame:1.78e+06 wall_t:14446 t:111250 epi:nan +opt_step:333564 lr:0.0003 alpha:0.07718 +2026-02-13 03:37:04 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_roadrunner_t0_s1 [train] +total_reward:27352.00 total_reward_ma:24410.64 loss:-27.22 fps:123.2 +frame:1.79e+06 wall_t:14527 t:111875 epi:nan +opt_step:335439 lr:0.0003 alpha:0.0764 +2026-02-13 03:38:25 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_roadrunner_t0_s1 [train] +total_reward:26986.00 total_reward_ma:24473.72 loss:-27.54 fps:123.2 +frame:1.80e+06 wall_t:14608 t:112500 epi:nan +opt_step:337314 lr:0.0003 alpha:0.0766 +2026-02-13 03:39:46 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_roadrunner_t0_s1 [train] +total_reward:26870.00 total_reward_ma:24534.15 loss:-27.45 fps:123.2 +frame:1.81e+06 wall_t:14689 t:113125 epi:nan +opt_step:339189 lr:0.0003 alpha:0.07778 +2026-02-13 03:41:07 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_roadrunner_t0_s1 [train] +total_reward:26917.00 total_reward_ma:24592.83 loss:-26.74 fps:123.2 +frame:1.82e+06 wall_t:14770 t:113750 epi:nan +opt_step:341064 lr:0.0003 alpha:0.07584 +2026-02-13 03:42:27 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_roadrunner_t0_s1 [train] +total_reward:26483.00 total_reward_ma:24646.14 loss:-27.75 fps:123.2 +frame:1.83e+06 wall_t:14850 t:114375 epi:nan +opt_step:342939 lr:0.0003 alpha:0.07656 +2026-02-13 03:43:49 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_roadrunner_t0_s1 [train] +total_reward:26015.00 total_reward_ma:24693.57 loss:-27.58 fps:123.2 +frame:1.84e+06 wall_t:14932 t:115000 epi:nan +opt_step:344814 lr:0.0003 alpha:0.07623 +2026-02-13 03:45:09 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_roadrunner_t0_s1 [train] +total_reward:26171.00 total_reward_ma:24741.66 loss:-27.57 fps:123.2 +frame:1.85e+06 wall_t:15012 t:115625 epi:nan +opt_step:346689 lr:0.0003 alpha:0.07688 +2026-02-13 03:46:30 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_roadrunner_t0_s1 [train] +total_reward:26224.00 total_reward_ma:24788.09 loss:-27.86 fps:123.2 +frame:1.86e+06 wall_t:15093 t:116250 epi:nan +opt_step:348564 lr:0.0003 alpha:0.07587 +2026-02-13 03:47:50 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_roadrunner_t0_s1 [train] +total_reward:26475.00 total_reward_ma:24835.35 loss:-27.33 fps:123.2 +frame:1.87e+06 wall_t:15173 t:116875 epi:nan +opt_step:350439 lr:0.0003 alpha:0.07628 +2026-02-13 03:49:10 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_roadrunner_t0_s1 [train] +total_reward:26556.00 total_reward_ma:24880.95 loss:-27.23 fps:123.3 +frame:1.88e+06 wall_t:15253 t:117500 epi:nan +opt_step:352314 lr:0.0003 alpha:0.07601 +2026-02-13 03:50:31 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_roadrunner_t0_s1 [train] +total_reward:26573.00 total_reward_ma:24927.09 loss:-27.62 fps:123.3 +frame:1.89e+06 wall_t:15334 t:118125 epi:nan +opt_step:354189 lr:0.0003 alpha:0.07771 +2026-02-13 03:51:52 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_roadrunner_t0_s1 [train] +total_reward:26554.00 total_reward_ma:24973.41 loss:-27.22 fps:123.3 +frame:1.90e+06 wall_t:15415 t:118750 epi:nan +opt_step:356064 lr:0.0003 alpha:0.0764 +2026-02-13 03:53:11 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_roadrunner_t0_s1 [train] +total_reward:26424.00 total_reward_ma:25019.11 loss:-27.72 fps:123.3 +frame:1.91e+06 wall_t:15494 t:119375 epi:nan +opt_step:357939 lr:0.0003 alpha:0.07748 +2026-02-13 03:54:31 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_roadrunner_t0_s1 [train] +total_reward:26378.00 total_reward_ma:25059.80 loss:-27.51 fps:123.3 +frame:1.92e+06 wall_t:15574 t:120000 epi:nan +opt_step:359814 lr:0.0003 alpha:0.07578 +2026-02-13 03:55:52 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_roadrunner_t0_s1 [train] +total_reward:26678.00 total_reward_ma:25104.67 loss:-28.01 fps:123.3 +frame:1.93e+06 wall_t:15655 t:120625 epi:nan +opt_step:361689 lr:0.0003 alpha:0.07506 +2026-02-13 03:57:13 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_roadrunner_t0_s1 [train] +total_reward:26641.00 total_reward_ma:25143.91 loss:-27.92 fps:123.3 +frame:1.94e+06 wall_t:15736 t:121250 epi:nan +opt_step:363564 lr:0.0003 alpha:0.07445 +2026-02-13 03:58:34 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_roadrunner_t0_s1 [train] +total_reward:26638.00 total_reward_ma:25183.34 loss:-27.08 fps:123.3 +frame:1.95e+06 wall_t:15817 t:121875 epi:nan +opt_step:365439 lr:0.0003 alpha:0.07513 +2026-02-13 03:59:55 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_roadrunner_t0_s1 [train] +total_reward:26651.00 total_reward_ma:25221.94 loss:-27.56 fps:123.3 +frame:1.96e+06 wall_t:15898 t:122500 epi:nan +opt_step:367314 lr:0.0003 alpha:0.0754 +2026-02-13 04:01:15 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_roadrunner_t0_s1 [train] +total_reward:26642.00 total_reward_ma:25261.84 loss:-27.7 fps:123.3 +frame:1.97e+06 wall_t:15978 t:123125 epi:nan +opt_step:369189 lr:0.0003 alpha:0.07575 +2026-02-13 04:02:34 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_roadrunner_t0_s1 [train] +total_reward:26528.00 total_reward_ma:25300.22 loss:-27.45 fps:123.3 +frame:1.98e+06 wall_t:16057 t:123750 epi:nan +opt_step:371064 lr:0.0003 alpha:0.07496 +2026-02-13 04:03:51 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_roadrunner_t0_s1 [train] +total_reward:26203.00 total_reward_ma:25336.99 loss:-28.04 fps:123.3 +frame:1.99e+06 wall_t:16134 t:124375 epi:nan +opt_step:372939 lr:0.0003 alpha:0.07511 +2026-02-13 04:05:08 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_roadrunner_t0_s1 [train] +total_reward:26191.00 total_reward_ma:25372.74 loss:-27.42 fps:123.4 +frame:2.00e+06 wall_t:16211 t:125000 epi:nan +opt_step:374814 lr:0.0003 alpha:0.076 +2026-02-13 04:05:09 | INFO | PID:1325 | slm_lab.lib.logger:info | Session 1 done diff --git a/data/sac_atari_roadrunner_2026_02_12_233449/log/sac_atari_roadrunner_t0_s2.log b/data/sac_atari_roadrunner_2026_02_12_233449/log/sac_atari_roadrunner_t0_s2.log new file mode 100644 index 0000000000000000000000000000000000000000..91baf412acbc8275db2c40d033ea78beb9d73f0d --- /dev/null +++ b/data/sac_atari_roadrunner_2026_02_12_233449/log/sac_atari_roadrunner_t0_s2.log @@ -0,0 +1,802 @@ +2026-02-12 23:34:54 | INFO | PID:1326 | slm_lab.env:_make_vector_env | AtariVectorEnv: 16 envs, native preprocessing +2026-02-12 23:37:02 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_roadrunner_t0_s2 [train] +total_reward:10.87 total_reward_ma:10.87 loss:-19.37 fps:80 +frame:1.00e+04 wall_t:125 t:625 epi:nan +opt_step:1689 lr:0.0003 alpha:0.6306 +2026-02-12 23:38:23 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_roadrunner_t0_s2 [train] +total_reward:26.60 total_reward_ma:18.73 loss:-27.99 fps:97.09 +frame:2.00e+04 wall_t:206 t:1250 epi:nan +opt_step:3564 lr:0.0003 alpha:0.4032 +2026-02-12 23:39:45 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_roadrunner_t0_s2 [train] +total_reward:26.00 total_reward_ma:21.16 loss:-33 fps:104.2 +frame:3.00e+04 wall_t:288 t:1875 epi:nan +opt_step:5439 lr:0.0003 alpha:0.2641 +2026-02-12 23:41:07 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_roadrunner_t0_s2 [train] +total_reward:15.00 total_reward_ma:19.62 loss:-34.3 fps:107.8 +frame:4.00e+04 wall_t:371 t:2500 epi:nan +opt_step:7314 lr:0.0003 alpha:0.1745 +2026-02-12 23:42:29 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_roadrunner_t0_s2 [train] +total_reward:44.00 total_reward_ma:24.49 loss:-35.21 fps:110.6 +frame:5.00e+04 wall_t:452 t:3125 epi:nan +opt_step:9189 lr:0.0003 alpha:0.1158 +2026-02-12 23:43:51 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_roadrunner_t0_s2 [train] +total_reward:67.00 total_reward_ma:31.58 loss:-34.04 fps:112.4 +frame:6.00e+04 wall_t:534 t:3750 epi:nan +opt_step:11064 lr:0.0003 alpha:0.07709 +2026-02-12 23:45:13 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_roadrunner_t0_s2 [train] +total_reward:51.00 total_reward_ma:34.35 loss:-32.32 fps:113.6 +frame:7.00e+04 wall_t:616 t:4375 epi:nan +opt_step:12939 lr:0.0003 alpha:0.05159 +2026-02-12 23:46:34 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_roadrunner_t0_s2 [train] +total_reward:69.00 total_reward_ma:38.68 loss:-29.85 fps:114.8 +frame:8.00e+04 wall_t:697 t:5000 epi:nan +opt_step:14814 lr:0.0003 alpha:0.03482 +2026-02-12 23:47:56 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_roadrunner_t0_s2 [train] +total_reward:134.00 total_reward_ma:49.27 loss:-28.68 fps:115.5 +frame:9.00e+04 wall_t:779 t:5625 epi:nan +opt_step:16689 lr:0.0003 alpha:0.02389 +2026-02-12 23:49:18 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_roadrunner_t0_s2 [train] +total_reward:229.00 total_reward_ma:67.25 loss:-25.9 fps:116.1 +frame:1.00e+05 wall_t:861 t:6250 epi:nan +opt_step:18564 lr:0.0003 alpha:0.017 +2026-02-12 23:50:39 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_roadrunner_t0_s2 [train] +total_reward:320.00 total_reward_ma:90.22 loss:-24.52 fps:116.8 +frame:1.10e+05 wall_t:942 t:6875 epi:nan +opt_step:20439 lr:0.0003 alpha:0.01287 +2026-02-12 23:52:00 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_roadrunner_t0_s2 [train] +total_reward:631.00 total_reward_ma:135.29 loss:-21.85 fps:117.3 +frame:1.20e+05 wall_t:1023 t:7500 epi:nan +opt_step:22314 lr:0.0003 alpha:0.01156 +2026-02-12 23:53:21 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_roadrunner_t0_s2 [train] +total_reward:870.00 total_reward_ma:191.81 loss:-20.57 fps:117.8 +frame:1.30e+05 wall_t:1104 t:8125 epi:nan +opt_step:24189 lr:0.0003 alpha:0.01226 +2026-02-12 23:54:43 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_roadrunner_t0_s2 [train] +total_reward:1206.00 total_reward_ma:264.25 loss:-18.73 fps:118 +frame:1.40e+05 wall_t:1186 t:8750 epi:nan +opt_step:26064 lr:0.0003 alpha:0.01285 +2026-02-12 23:56:04 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_roadrunner_t0_s2 [train] +total_reward:1587.00 total_reward_ma:352.43 loss:-17.2 fps:118.4 +frame:1.50e+05 wall_t:1267 t:9375 epi:nan +opt_step:27939 lr:0.0003 alpha:0.01239 +2026-02-12 23:57:25 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_roadrunner_t0_s2 [train] +total_reward:1846.00 total_reward_ma:445.78 loss:-16.21 fps:118.7 +frame:1.60e+05 wall_t:1348 t:10000 epi:nan +opt_step:29814 lr:0.0003 alpha:0.01217 +2026-02-12 23:58:46 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_roadrunner_t0_s2 [train] +total_reward:2140.00 total_reward_ma:545.44 loss:-15.66 fps:119 +frame:1.70e+05 wall_t:1429 t:10625 epi:nan +opt_step:31689 lr:0.0003 alpha:0.01216 +2026-02-13 00:00:08 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_roadrunner_t0_s2 [train] +total_reward:2272.00 total_reward_ma:641.36 loss:-14.08 fps:119.1 +frame:1.80e+05 wall_t:1511 t:11250 epi:nan +opt_step:33564 lr:0.0003 alpha:0.01147 +2026-02-13 00:01:30 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_roadrunner_t0_s2 [train] +total_reward:2055.00 total_reward_ma:715.76 loss:-13.41 fps:119.3 +frame:1.90e+05 wall_t:1593 t:11875 epi:nan +opt_step:35439 lr:0.0003 alpha:0.01137 +2026-02-13 00:02:52 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_roadrunner_t0_s2 [train] +total_reward:1729.00 total_reward_ma:766.42 loss:-12.55 fps:119.4 +frame:2.00e+05 wall_t:1675 t:12500 epi:nan +opt_step:37314 lr:0.0003 alpha:0.01115 +2026-02-13 00:04:13 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_roadrunner_t0_s2 [train] +total_reward:1211.00 total_reward_ma:787.59 loss:-11.52 fps:119.6 +frame:2.10e+05 wall_t:1756 t:13125 epi:nan +opt_step:39189 lr:0.0003 alpha:0.01296 +2026-02-13 00:05:35 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_roadrunner_t0_s2 [train] +total_reward:975.00 total_reward_ma:796.11 loss:-10.77 fps:119.7 +frame:2.20e+05 wall_t:1838 t:13750 epi:nan +opt_step:41064 lr:0.0003 alpha:0.0125 +2026-02-13 00:06:56 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_roadrunner_t0_s2 [train] +total_reward:856.00 total_reward_ma:798.72 loss:-10.59 fps:119.9 +frame:2.30e+05 wall_t:1919 t:14375 epi:nan +opt_step:42939 lr:0.0003 alpha:0.01291 +2026-02-13 00:08:17 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_roadrunner_t0_s2 [train] +total_reward:892.00 total_reward_ma:802.60 loss:-9.948 fps:120 +frame:2.40e+05 wall_t:2000 t:15000 epi:nan +opt_step:44814 lr:0.0003 alpha:0.01249 +2026-02-13 00:09:38 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_roadrunner_t0_s2 [train] +total_reward:1095.00 total_reward_ma:814.30 loss:-9.267 fps:120.1 +frame:2.50e+05 wall_t:2081 t:15625 epi:nan +opt_step:46689 lr:0.0003 alpha:0.01251 +2026-02-13 00:10:59 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_roadrunner_t0_s2 [train] +total_reward:1306.00 total_reward_ma:833.21 loss:-8.939 fps:120.3 +frame:2.60e+05 wall_t:2162 t:16250 epi:nan +opt_step:48564 lr:0.0003 alpha:0.01227 +2026-02-13 00:12:20 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_roadrunner_t0_s2 [train] +total_reward:1460.00 total_reward_ma:856.42 loss:-8.639 fps:120.4 +frame:2.70e+05 wall_t:2243 t:16875 epi:nan +opt_step:50439 lr:0.0003 alpha:0.01362 +2026-02-13 00:13:40 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_roadrunner_t0_s2 [train] +total_reward:1729.00 total_reward_ma:887.59 loss:-8.199 fps:120.5 +frame:2.80e+05 wall_t:2323 t:17500 epi:nan +opt_step:52314 lr:0.0003 alpha:0.01281 +2026-02-13 00:15:00 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_roadrunner_t0_s2 [train] +total_reward:1938.00 total_reward_ma:923.81 loss:-7.713 fps:120.7 +frame:2.90e+05 wall_t:2403 t:18125 epi:nan +opt_step:54189 lr:0.0003 alpha:0.01334 +2026-02-13 00:16:21 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_roadrunner_t0_s2 [train] +total_reward:2140.00 total_reward_ma:964.35 loss:-7.505 fps:120.8 +frame:3.00e+05 wall_t:2484 t:18750 epi:nan +opt_step:56064 lr:0.0003 alpha:0.01515 +2026-02-13 00:17:42 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_roadrunner_t0_s2 [train] +total_reward:2449.00 total_reward_ma:1012.24 loss:-7.29 fps:120.9 +frame:3.10e+05 wall_t:2565 t:19375 epi:nan +opt_step:57939 lr:0.0003 alpha:0.01526 +2026-02-13 00:19:02 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_roadrunner_t0_s2 [train] +total_reward:2617.00 total_reward_ma:1062.39 loss:-7.367 fps:121 +frame:3.20e+05 wall_t:2645 t:20000 epi:nan +opt_step:59814 lr:0.0003 alpha:0.01612 +2026-02-13 00:20:22 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_roadrunner_t0_s2 [train] +total_reward:2690.00 total_reward_ma:1111.71 loss:-7.062 fps:121.1 +frame:3.30e+05 wall_t:2725 t:20625 epi:nan +opt_step:61689 lr:0.0003 alpha:0.01712 +2026-02-13 00:21:42 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_roadrunner_t0_s2 [train] +total_reward:2887.00 total_reward_ma:1163.93 loss:-7.069 fps:121.2 +frame:3.40e+05 wall_t:2805 t:21250 epi:nan +opt_step:63564 lr:0.0003 alpha:0.01772 +2026-02-13 00:23:03 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_roadrunner_t0_s2 [train] +total_reward:3022.00 total_reward_ma:1217.01 loss:-6.878 fps:121.3 +frame:3.50e+05 wall_t:2886 t:21875 epi:nan +opt_step:65439 lr:0.0003 alpha:0.0175 +2026-02-13 00:24:24 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_roadrunner_t0_s2 [train] +total_reward:3177.00 total_reward_ma:1271.46 loss:-7.02 fps:121.3 +frame:3.60e+05 wall_t:2967 t:22500 epi:nan +opt_step:67314 lr:0.0003 alpha:0.01743 +2026-02-13 00:25:44 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_roadrunner_t0_s2 [train] +total_reward:3359.00 total_reward_ma:1327.88 loss:-6.776 fps:121.4 +frame:3.70e+05 wall_t:3047 t:23125 epi:nan +opt_step:69189 lr:0.0003 alpha:0.01771 +2026-02-13 00:27:04 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_roadrunner_t0_s2 [train] +total_reward:3620.00 total_reward_ma:1388.20 loss:-6.939 fps:121.5 +frame:3.80e+05 wall_t:3127 t:23750 epi:nan +opt_step:71064 lr:0.0003 alpha:0.01741 +2026-02-13 00:28:24 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_roadrunner_t0_s2 [train] +total_reward:4066.00 total_reward_ma:1456.86 loss:-6.898 fps:121.6 +frame:3.90e+05 wall_t:3207 t:24375 epi:nan +opt_step:72939 lr:0.0003 alpha:0.01705 +2026-02-13 00:29:45 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_roadrunner_t0_s2 [train] +total_reward:4180.00 total_reward_ma:1524.94 loss:-7.049 fps:121.7 +frame:4.00e+05 wall_t:3288 t:25000 epi:nan +opt_step:74814 lr:0.0003 alpha:0.01695 +2026-02-13 00:31:06 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_roadrunner_t0_s2 [train] +total_reward:4464.00 total_reward_ma:1596.62 loss:-7.001 fps:121.7 +frame:4.10e+05 wall_t:3369 t:25625 epi:nan +opt_step:76689 lr:0.0003 alpha:0.01687 +2026-02-13 00:32:27 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_roadrunner_t0_s2 [train] +total_reward:4713.00 total_reward_ma:1670.82 loss:-6.943 fps:121.7 +frame:4.20e+05 wall_t:3450 t:26250 epi:nan +opt_step:78564 lr:0.0003 alpha:0.01697 +2026-02-13 00:33:47 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_roadrunner_t0_s2 [train] +total_reward:5182.00 total_reward_ma:1752.48 loss:-6.945 fps:121.8 +frame:4.30e+05 wall_t:3530 t:26875 epi:nan +opt_step:80439 lr:0.0003 alpha:0.01654 +2026-02-13 00:35:08 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_roadrunner_t0_s2 [train] +total_reward:5708.00 total_reward_ma:1842.37 loss:-7.13 fps:121.8 +frame:4.40e+05 wall_t:3611 t:27500 epi:nan +opt_step:82314 lr:0.0003 alpha:0.01621 +2026-02-13 00:36:28 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_roadrunner_t0_s2 [train] +total_reward:6168.00 total_reward_ma:1938.50 loss:-7.256 fps:121.9 +frame:4.50e+05 wall_t:3691 t:28125 epi:nan +opt_step:84189 lr:0.0003 alpha:0.01722 +2026-02-13 00:37:48 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_roadrunner_t0_s2 [train] +total_reward:6642.00 total_reward_ma:2040.75 loss:-6.906 fps:122 +frame:4.60e+05 wall_t:3771 t:28750 epi:nan +opt_step:86064 lr:0.0003 alpha:0.01758 +2026-02-13 00:39:08 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_roadrunner_t0_s2 [train] +total_reward:7152.00 total_reward_ma:2149.50 loss:-7.182 fps:122 +frame:4.70e+05 wall_t:3851 t:29375 epi:nan +opt_step:87939 lr:0.0003 alpha:0.01719 +2026-02-13 00:40:29 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_roadrunner_t0_s2 [train] +total_reward:7899.00 total_reward_ma:2269.28 loss:-6.742 fps:122.1 +frame:4.80e+05 wall_t:3932 t:30000 epi:nan +opt_step:89814 lr:0.0003 alpha:0.01722 +2026-02-13 00:41:49 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_roadrunner_t0_s2 [train] +total_reward:8094.00 total_reward_ma:2388.15 loss:-7.067 fps:122.1 +frame:4.90e+05 wall_t:4012 t:30625 epi:nan +opt_step:91689 lr:0.0003 alpha:0.01759 +2026-02-13 00:43:08 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_roadrunner_t0_s2 [train] +total_reward:8585.00 total_reward_ma:2512.09 loss:-7.055 fps:122.2 +frame:5.00e+05 wall_t:4091 t:31250 epi:nan +opt_step:93564 lr:0.0003 alpha:0.01731 +2026-02-13 00:44:27 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_roadrunner_t0_s2 [train] +total_reward:9096.00 total_reward_ma:2641.19 loss:-7.13 fps:122.3 +frame:5.10e+05 wall_t:4170 t:31875 epi:nan +opt_step:95439 lr:0.0003 alpha:0.01796 +2026-02-13 00:45:48 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_roadrunner_t0_s2 [train] +total_reward:9296.00 total_reward_ma:2769.16 loss:-7.265 fps:122.3 +frame:5.20e+05 wall_t:4251 t:32500 epi:nan +opt_step:97314 lr:0.0003 alpha:0.01848 +2026-02-13 00:47:08 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_roadrunner_t0_s2 [train] +total_reward:9661.00 total_reward_ma:2899.20 loss:-7.124 fps:122.4 +frame:5.30e+05 wall_t:4331 t:33125 epi:nan +opt_step:99189 lr:0.0003 alpha:0.01942 +2026-02-13 00:48:29 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_roadrunner_t0_s2 [train] +total_reward:10009.00 total_reward_ma:3030.86 loss:-7.262 fps:122.4 +frame:5.40e+05 wall_t:4412 t:33750 epi:nan +opt_step:101064 lr:0.0003 alpha:0.01996 +2026-02-13 00:49:51 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_roadrunner_t0_s2 [train] +total_reward:10167.00 total_reward_ma:3160.61 loss:-7.46 fps:122.4 +frame:5.50e+05 wall_t:4494 t:34375 epi:nan +opt_step:102939 lr:0.0003 alpha:0.02062 +2026-02-13 00:51:12 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_roadrunner_t0_s2 [train] +total_reward:10398.00 total_reward_ma:3289.85 loss:-7.788 fps:122.4 +frame:5.60e+05 wall_t:4575 t:35000 epi:nan +opt_step:104814 lr:0.0003 alpha:0.02111 +2026-02-13 00:52:32 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_roadrunner_t0_s2 [train] +total_reward:10579.00 total_reward_ma:3417.73 loss:-7.648 fps:122.4 +frame:5.70e+05 wall_t:4655 t:35625 epi:nan +opt_step:106689 lr:0.0003 alpha:0.0224 +2026-02-13 00:53:52 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_roadrunner_t0_s2 [train] +total_reward:10720.00 total_reward_ma:3543.63 loss:-7.989 fps:122.5 +frame:5.80e+05 wall_t:4735 t:36250 epi:nan +opt_step:108564 lr:0.0003 alpha:0.02273 +2026-02-13 00:55:12 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_roadrunner_t0_s2 [train] +total_reward:10794.00 total_reward_ma:3666.52 loss:-8.385 fps:122.5 +frame:5.90e+05 wall_t:4815 t:36875 epi:nan +opt_step:110439 lr:0.0003 alpha:0.02231 +2026-02-13 00:56:33 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_roadrunner_t0_s2 [train] +total_reward:10928.00 total_reward_ma:3787.54 loss:-8.434 fps:122.5 +frame:6.00e+05 wall_t:4896 t:37500 epi:nan +opt_step:112314 lr:0.0003 alpha:0.02227 +2026-02-13 00:57:54 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_roadrunner_t0_s2 [train] +total_reward:11112.00 total_reward_ma:3907.61 loss:-8.434 fps:122.6 +frame:6.10e+05 wall_t:4977 t:38125 epi:nan +opt_step:114189 lr:0.0003 alpha:0.02293 +2026-02-13 00:59:14 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_roadrunner_t0_s2 [train] +total_reward:11108.00 total_reward_ma:4023.75 loss:-8.702 fps:122.6 +frame:6.20e+05 wall_t:5057 t:38750 epi:nan +opt_step:116064 lr:0.0003 alpha:0.02324 +2026-02-13 01:00:35 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_roadrunner_t0_s2 [train] +total_reward:11313.00 total_reward_ma:4139.45 loss:-8.786 fps:122.6 +frame:6.30e+05 wall_t:5138 t:39375 epi:nan +opt_step:117939 lr:0.0003 alpha:0.02376 +2026-02-13 01:02:00 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_roadrunner_t0_s2 [train] +total_reward:11580.00 total_reward_ma:4255.71 loss:-9.006 fps:122.5 +frame:6.40e+05 wall_t:5223 t:40000 epi:nan +opt_step:119814 lr:0.0003 alpha:0.0241 +2026-02-13 01:03:23 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_roadrunner_t0_s2 [train] +total_reward:11595.00 total_reward_ma:4368.62 loss:-9.258 fps:122.5 +frame:6.50e+05 wall_t:5306 t:40625 epi:nan +opt_step:121689 lr:0.0003 alpha:0.02464 +2026-02-13 01:04:43 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_roadrunner_t0_s2 [train] +total_reward:11632.00 total_reward_ma:4478.67 loss:-9.424 fps:122.5 +frame:6.60e+05 wall_t:5386 t:41250 epi:nan +opt_step:123564 lr:0.0003 alpha:0.02607 +2026-02-13 01:06:04 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_roadrunner_t0_s2 [train] +total_reward:11566.00 total_reward_ma:4584.45 loss:-9.23 fps:122.6 +frame:6.70e+05 wall_t:5467 t:41875 epi:nan +opt_step:125439 lr:0.0003 alpha:0.02616 +2026-02-13 01:07:25 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_roadrunner_t0_s2 [train] +total_reward:11709.00 total_reward_ma:4689.23 loss:-9.548 fps:122.6 +frame:6.80e+05 wall_t:5548 t:42500 epi:nan +opt_step:127314 lr:0.0003 alpha:0.02717 +2026-02-13 01:08:49 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_roadrunner_t0_s2 [train] +total_reward:11798.00 total_reward_ma:4792.25 loss:-9.691 fps:122.5 +frame:6.90e+05 wall_t:5632 t:43125 epi:nan +opt_step:129189 lr:0.0003 alpha:0.02807 +2026-02-13 01:10:11 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_roadrunner_t0_s2 [train] +total_reward:11785.00 total_reward_ma:4892.15 loss:-9.8 fps:122.5 +frame:7.00e+05 wall_t:5714 t:43750 epi:nan +opt_step:131064 lr:0.0003 alpha:0.02905 +2026-02-13 01:11:34 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_roadrunner_t0_s2 [train] +total_reward:12077.00 total_reward_ma:4993.34 loss:-9.75 fps:122.5 +frame:7.10e+05 wall_t:5797 t:44375 epi:nan +opt_step:132939 lr:0.0003 alpha:0.0295 +2026-02-13 01:12:57 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_roadrunner_t0_s2 [train] +total_reward:12338.00 total_reward_ma:5095.35 loss:-9.77 fps:122.4 +frame:7.20e+05 wall_t:5880 t:45000 epi:nan +opt_step:134814 lr:0.0003 alpha:0.03199 +2026-02-13 01:14:17 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_roadrunner_t0_s2 [train] +total_reward:12607.00 total_reward_ma:5198.25 loss:-10.55 fps:122.5 +frame:7.30e+05 wall_t:5960 t:45625 epi:nan +opt_step:136689 lr:0.0003 alpha:0.03425 +2026-02-13 01:15:40 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_roadrunner_t0_s2 [train] +total_reward:13006.00 total_reward_ma:5303.76 loss:-10.15 fps:122.5 +frame:7.40e+05 wall_t:6043 t:46250 epi:nan +opt_step:138564 lr:0.0003 alpha:0.03593 +2026-02-13 01:17:02 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_roadrunner_t0_s2 [train] +total_reward:13146.00 total_reward_ma:5408.33 loss:-10.9 fps:122.4 +frame:7.50e+05 wall_t:6125 t:46875 epi:nan +opt_step:140439 lr:0.0003 alpha:0.0361 +2026-02-13 01:18:25 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_roadrunner_t0_s2 [train] +total_reward:13628.00 total_reward_ma:5516.48 loss:-11.23 fps:122.4 +frame:7.60e+05 wall_t:6208 t:47500 epi:nan +opt_step:142314 lr:0.0003 alpha:0.03765 +2026-02-13 01:19:47 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_roadrunner_t0_s2 [train] +total_reward:14490.00 total_reward_ma:5633.02 loss:-11.82 fps:122.4 +frame:7.70e+05 wall_t:6290 t:48125 epi:nan +opt_step:144189 lr:0.0003 alpha:0.03882 +2026-02-13 01:21:10 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_roadrunner_t0_s2 [train] +total_reward:15073.00 total_reward_ma:5754.04 loss:-11.26 fps:122.4 +frame:7.80e+05 wall_t:6373 t:48750 epi:nan +opt_step:146064 lr:0.0003 alpha:0.04036 +2026-02-13 01:22:36 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_roadrunner_t0_s2 [train] +total_reward:15568.00 total_reward_ma:5878.27 loss:-12.3 fps:122.3 +frame:7.90e+05 wall_t:6459 t:49375 epi:nan +opt_step:147939 lr:0.0003 alpha:0.04174 +2026-02-13 01:24:01 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_roadrunner_t0_s2 [train] +total_reward:16144.00 total_reward_ma:6006.59 loss:-12.72 fps:122.2 +frame:8.00e+05 wall_t:6544 t:50000 epi:nan +opt_step:149814 lr:0.0003 alpha:0.04299 +2026-02-13 01:25:26 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_roadrunner_t0_s2 [train] +total_reward:16663.00 total_reward_ma:6138.15 loss:-12.36 fps:122.2 +frame:8.10e+05 wall_t:6629 t:50625 epi:nan +opt_step:151689 lr:0.0003 alpha:0.0441 +2026-02-13 01:26:47 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_roadrunner_t0_s2 [train] +total_reward:17155.00 total_reward_ma:6272.51 loss:-12.54 fps:122.2 +frame:8.20e+05 wall_t:6710 t:51250 epi:nan +opt_step:153564 lr:0.0003 alpha:0.04467 +2026-02-13 01:28:08 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_roadrunner_t0_s2 [train] +total_reward:17710.00 total_reward_ma:6410.31 loss:-13.14 fps:122.2 +frame:8.30e+05 wall_t:6791 t:51875 epi:nan +opt_step:155439 lr:0.0003 alpha:0.04547 +2026-02-13 01:29:29 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_roadrunner_t0_s2 [train] +total_reward:17927.00 total_reward_ma:6547.41 loss:-13.37 fps:122.2 +frame:8.40e+05 wall_t:6872 t:52500 epi:nan +opt_step:157314 lr:0.0003 alpha:0.04763 +2026-02-13 01:30:53 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_roadrunner_t0_s2 [train] +total_reward:18029.00 total_reward_ma:6682.49 loss:-13.39 fps:122.2 +frame:8.50e+05 wall_t:6956 t:53125 epi:nan +opt_step:159189 lr:0.0003 alpha:0.0495 +2026-02-13 01:32:16 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_roadrunner_t0_s2 [train] +total_reward:18683.00 total_reward_ma:6822.03 loss:-13.95 fps:122.2 +frame:8.60e+05 wall_t:7039 t:53750 epi:nan +opt_step:161064 lr:0.0003 alpha:0.04979 +2026-02-13 01:33:39 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_roadrunner_t0_s2 [train] +total_reward:18667.00 total_reward_ma:6958.18 loss:-14.08 fps:122.2 +frame:8.70e+05 wall_t:7122 t:54375 epi:nan +opt_step:162939 lr:0.0003 alpha:0.05257 +2026-02-13 01:35:00 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_roadrunner_t0_s2 [train] +total_reward:19130.00 total_reward_ma:7096.49 loss:-14.71 fps:122.2 +frame:8.80e+05 wall_t:7203 t:55000 epi:nan +opt_step:164814 lr:0.0003 alpha:0.05334 +2026-02-13 01:36:22 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_roadrunner_t0_s2 [train] +total_reward:19231.00 total_reward_ma:7232.84 loss:-15.14 fps:122.2 +frame:8.90e+05 wall_t:7285 t:55625 epi:nan +opt_step:166689 lr:0.0003 alpha:0.05509 +2026-02-13 01:37:45 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_roadrunner_t0_s2 [train] +total_reward:19450.00 total_reward_ma:7368.58 loss:-15.28 fps:122.1 +frame:9.00e+05 wall_t:7368 t:56250 epi:nan +opt_step:168564 lr:0.0003 alpha:0.05688 +2026-02-13 01:39:06 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_roadrunner_t0_s2 [train] +total_reward:19398.00 total_reward_ma:7500.77 loss:-15.77 fps:122.2 +frame:9.10e+05 wall_t:7449 t:56875 epi:nan +opt_step:170439 lr:0.0003 alpha:0.05769 +2026-02-13 01:40:28 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_roadrunner_t0_s2 [train] +total_reward:19428.00 total_reward_ma:7630.42 loss:-16.33 fps:122.2 +frame:9.20e+05 wall_t:7531 t:57500 epi:nan +opt_step:172314 lr:0.0003 alpha:0.05882 +2026-02-13 01:41:48 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_roadrunner_t0_s2 [train] +total_reward:19665.00 total_reward_ma:7759.82 loss:-16.54 fps:122.2 +frame:9.30e+05 wall_t:7611 t:58125 epi:nan +opt_step:174189 lr:0.0003 alpha:0.05955 +2026-02-13 01:43:09 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_roadrunner_t0_s2 [train] +total_reward:19558.00 total_reward_ma:7885.33 loss:-17.06 fps:122.2 +frame:9.40e+05 wall_t:7692 t:58750 epi:nan +opt_step:176064 lr:0.0003 alpha:0.05932 +2026-02-13 01:44:30 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_roadrunner_t0_s2 [train] +total_reward:19421.00 total_reward_ma:8006.76 loss:-16.68 fps:122.2 +frame:9.50e+05 wall_t:7773 t:59375 epi:nan +opt_step:177939 lr:0.0003 alpha:0.06078 +2026-02-13 01:45:51 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_roadrunner_t0_s2 [train] +total_reward:19685.00 total_reward_ma:8128.41 loss:-17.31 fps:122.2 +frame:9.60e+05 wall_t:7854 t:60000 epi:nan +opt_step:179814 lr:0.0003 alpha:0.06095 +2026-02-13 01:47:10 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_roadrunner_t0_s2 [train] +total_reward:19569.00 total_reward_ma:8246.36 loss:-18.22 fps:122.3 +frame:9.70e+05 wall_t:7933 t:60625 epi:nan +opt_step:181689 lr:0.0003 alpha:0.06343 +2026-02-13 01:48:30 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_roadrunner_t0_s2 [train] +total_reward:20386.00 total_reward_ma:8370.23 loss:-17.75 fps:122.3 +frame:9.80e+05 wall_t:8013 t:61250 epi:nan +opt_step:183564 lr:0.0003 alpha:0.0651 +2026-02-13 01:49:50 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_roadrunner_t0_s2 [train] +total_reward:20310.00 total_reward_ma:8490.83 loss:-18.84 fps:122.3 +frame:9.90e+05 wall_t:8093 t:61875 epi:nan +opt_step:185439 lr:0.0003 alpha:0.06483 +2026-02-13 01:51:10 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_roadrunner_t0_s2 [train] +total_reward:20444.00 total_reward_ma:8610.37 loss:-19.18 fps:122.4 +frame:1.00e+06 wall_t:8173 t:62500 epi:nan +opt_step:187314 lr:0.0003 alpha:0.06596 +2026-02-13 01:52:32 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_roadrunner_t0_s2 [train] +total_reward:20368.00 total_reward_ma:8813.94 loss:-19.39 fps:122.4 +frame:1.01e+06 wall_t:8255 t:63125 epi:nan +opt_step:189189 lr:0.0003 alpha:0.06579 +2026-02-13 01:53:52 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_roadrunner_t0_s2 [train] +total_reward:20875.00 total_reward_ma:9022.42 loss:-19.98 fps:122.4 +frame:1.02e+06 wall_t:8335 t:63750 epi:nan +opt_step:191064 lr:0.0003 alpha:0.06633 +2026-02-13 01:55:12 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_roadrunner_t0_s2 [train] +total_reward:21587.00 total_reward_ma:9238.03 loss:-20.02 fps:122.4 +frame:1.03e+06 wall_t:8415 t:64375 epi:nan +opt_step:192939 lr:0.0003 alpha:0.06689 +2026-02-13 01:56:31 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_roadrunner_t0_s2 [train] +total_reward:21350.00 total_reward_ma:9451.38 loss:-20.21 fps:122.4 +frame:1.04e+06 wall_t:8494 t:65000 epi:nan +opt_step:194814 lr:0.0003 alpha:0.06873 +2026-02-13 01:57:51 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_roadrunner_t0_s2 [train] +total_reward:21973.00 total_reward_ma:9670.67 loss:-20.66 fps:122.5 +frame:1.05e+06 wall_t:8574 t:65625 epi:nan +opt_step:196689 lr:0.0003 alpha:0.06969 +2026-02-13 01:59:10 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_roadrunner_t0_s2 [train] +total_reward:22555.00 total_reward_ma:9895.55 loss:-21.1 fps:122.5 +frame:1.06e+06 wall_t:8653 t:66250 epi:nan +opt_step:198564 lr:0.0003 alpha:0.071 +2026-02-13 02:00:31 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_roadrunner_t0_s2 [train] +total_reward:23386.00 total_reward_ma:10128.90 loss:-21.25 fps:122.5 +frame:1.07e+06 wall_t:8734 t:66875 epi:nan +opt_step:200439 lr:0.0003 alpha:0.07118 +2026-02-13 02:01:50 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_roadrunner_t0_s2 [train] +total_reward:23410.00 total_reward_ma:10362.31 loss:-21.62 fps:122.5 +frame:1.08e+06 wall_t:8813 t:67500 epi:nan +opt_step:202314 lr:0.0003 alpha:0.07291 +2026-02-13 02:03:10 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_roadrunner_t0_s2 [train] +total_reward:23791.00 total_reward_ma:10598.88 loss:-21.66 fps:122.6 +frame:1.09e+06 wall_t:8893 t:68125 epi:nan +opt_step:204189 lr:0.0003 alpha:0.07408 +2026-02-13 02:04:30 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_roadrunner_t0_s2 [train] +total_reward:23903.00 total_reward_ma:10835.62 loss:-22.46 fps:122.6 +frame:1.10e+06 wall_t:8973 t:68750 epi:nan +opt_step:206064 lr:0.0003 alpha:0.07363 +2026-02-13 02:05:49 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_roadrunner_t0_s2 [train] +total_reward:24260.00 total_reward_ma:11075.02 loss:-22 fps:122.6 +frame:1.11e+06 wall_t:9052 t:69375 epi:nan +opt_step:207939 lr:0.0003 alpha:0.07468 +2026-02-13 02:07:10 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_roadrunner_t0_s2 [train] +total_reward:24346.00 total_reward_ma:11312.17 loss:-23.22 fps:122.6 +frame:1.12e+06 wall_t:9133 t:70000 epi:nan +opt_step:209814 lr:0.0003 alpha:0.07636 +2026-02-13 02:08:31 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_roadrunner_t0_s2 [train] +total_reward:24577.00 total_reward_ma:11549.24 loss:-23.52 fps:122.6 +frame:1.13e+06 wall_t:9214 t:70625 epi:nan +opt_step:211689 lr:0.0003 alpha:0.07717 +2026-02-13 02:09:51 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_roadrunner_t0_s2 [train] +total_reward:24818.00 total_reward_ma:11785.36 loss:-23.46 fps:122.7 +frame:1.14e+06 wall_t:9294 t:71250 epi:nan +opt_step:213564 lr:0.0003 alpha:0.07844 +2026-02-13 02:11:11 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_roadrunner_t0_s2 [train] +total_reward:24890.00 total_reward_ma:12018.39 loss:-23.47 fps:122.7 +frame:1.15e+06 wall_t:9374 t:71875 epi:nan +opt_step:215439 lr:0.0003 alpha:0.07906 +2026-02-13 02:12:31 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_roadrunner_t0_s2 [train] +total_reward:24383.00 total_reward_ma:12243.76 loss:-24.27 fps:122.7 +frame:1.16e+06 wall_t:9454 t:72500 epi:nan +opt_step:217314 lr:0.0003 alpha:0.07942 +2026-02-13 02:13:51 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_roadrunner_t0_s2 [train] +total_reward:24490.00 total_reward_ma:12467.26 loss:-24.07 fps:122.7 +frame:1.17e+06 wall_t:9534 t:73125 epi:nan +opt_step:219189 lr:0.0003 alpha:0.07751 +2026-02-13 02:15:11 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_roadrunner_t0_s2 [train] +total_reward:24257.00 total_reward_ma:12687.11 loss:-24.2 fps:122.7 +frame:1.18e+06 wall_t:9614 t:73750 epi:nan +opt_step:221064 lr:0.0003 alpha:0.07931 +2026-02-13 02:16:32 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_roadrunner_t0_s2 [train] +total_reward:24044.00 total_reward_ma:12907.00 loss:-24.66 fps:122.7 +frame:1.19e+06 wall_t:9695 t:74375 epi:nan +opt_step:222939 lr:0.0003 alpha:0.07799 +2026-02-13 02:17:53 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_roadrunner_t0_s2 [train] +total_reward:23918.00 total_reward_ma:13128.89 loss:-24.88 fps:122.7 +frame:1.20e+06 wall_t:9776 t:75000 epi:nan +opt_step:224814 lr:0.0003 alpha:0.07787 +2026-02-13 02:19:13 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_roadrunner_t0_s2 [train] +total_reward:23726.00 total_reward_ma:13354.04 loss:-25.29 fps:122.8 +frame:1.21e+06 wall_t:9856 t:75625 epi:nan +opt_step:226689 lr:0.0003 alpha:0.07882 +2026-02-13 02:20:33 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_roadrunner_t0_s2 [train] +total_reward:23608.00 total_reward_ma:13580.37 loss:-25.03 fps:122.8 +frame:1.22e+06 wall_t:9936 t:76250 epi:nan +opt_step:228564 lr:0.0003 alpha:0.08057 +2026-02-13 02:21:52 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_roadrunner_t0_s2 [train] +total_reward:23691.00 total_reward_ma:13808.72 loss:-25.75 fps:122.8 +frame:1.23e+06 wall_t:10015 t:76875 epi:nan +opt_step:230439 lr:0.0003 alpha:0.08109 +2026-02-13 02:23:12 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_roadrunner_t0_s2 [train] +total_reward:23592.00 total_reward_ma:14035.72 loss:-25.61 fps:122.8 +frame:1.24e+06 wall_t:10095 t:77500 epi:nan +opt_step:232314 lr:0.0003 alpha:0.07996 +2026-02-13 02:24:32 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_roadrunner_t0_s2 [train] +total_reward:23644.00 total_reward_ma:14261.21 loss:-26.19 fps:122.9 +frame:1.25e+06 wall_t:10175 t:78125 epi:nan +opt_step:234189 lr:0.0003 alpha:0.07978 +2026-02-13 02:25:53 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_roadrunner_t0_s2 [train] +total_reward:24076.00 total_reward_ma:14488.91 loss:-25.4 fps:122.9 +frame:1.26e+06 wall_t:10256 t:78750 epi:nan +opt_step:236064 lr:0.0003 alpha:0.07906 +2026-02-13 02:27:11 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_roadrunner_t0_s2 [train] +total_reward:24165.00 total_reward_ma:14715.96 loss:-26.04 fps:122.9 +frame:1.27e+06 wall_t:10335 t:79375 epi:nan +opt_step:237939 lr:0.0003 alpha:0.0806 +2026-02-13 02:28:31 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_roadrunner_t0_s2 [train] +total_reward:24356.00 total_reward_ma:14942.23 loss:-26.08 fps:122.9 +frame:1.28e+06 wall_t:10414 t:80000 epi:nan +opt_step:239814 lr:0.0003 alpha:0.07885 +2026-02-13 02:29:51 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_roadrunner_t0_s2 [train] +total_reward:24341.00 total_reward_ma:15166.26 loss:-26.3 fps:122.9 +frame:1.29e+06 wall_t:10494 t:80625 epi:nan +opt_step:241689 lr:0.0003 alpha:0.07947 +2026-02-13 02:31:11 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_roadrunner_t0_s2 [train] +total_reward:24475.00 total_reward_ma:15389.61 loss:-26.65 fps:122.9 +frame:1.30e+06 wall_t:10574 t:81250 epi:nan +opt_step:243564 lr:0.0003 alpha:0.08009 +2026-02-13 02:32:31 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_roadrunner_t0_s2 [train] +total_reward:24917.00 total_reward_ma:15614.29 loss:-26.82 fps:123 +frame:1.31e+06 wall_t:10654 t:81875 epi:nan +opt_step:245439 lr:0.0003 alpha:0.07789 +2026-02-13 02:33:51 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_roadrunner_t0_s2 [train] +total_reward:25457.00 total_reward_ma:15842.69 loss:-26.6 fps:123 +frame:1.32e+06 wall_t:10734 t:82500 epi:nan +opt_step:247314 lr:0.0003 alpha:0.07754 +2026-02-13 02:35:14 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_roadrunner_t0_s2 [train] +total_reward:25830.00 total_reward_ma:16074.09 loss:-26.3 fps:123 +frame:1.33e+06 wall_t:10817 t:83125 epi:nan +opt_step:249189 lr:0.0003 alpha:0.07877 +2026-02-13 02:36:35 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_roadrunner_t0_s2 [train] +total_reward:26183.00 total_reward_ma:16307.05 loss:-26.76 fps:123 +frame:1.34e+06 wall_t:10898 t:83750 epi:nan +opt_step:251064 lr:0.0003 alpha:0.07804 +2026-02-13 02:37:58 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_roadrunner_t0_s2 [train] +total_reward:26021.00 total_reward_ma:16537.04 loss:-26.37 fps:122.9 +frame:1.35e+06 wall_t:10981 t:84375 epi:nan +opt_step:252939 lr:0.0003 alpha:0.07807 +2026-02-13 02:39:18 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_roadrunner_t0_s2 [train] +total_reward:26345.00 total_reward_ma:16768.72 loss:-26.41 fps:123 +frame:1.36e+06 wall_t:11061 t:85000 epi:nan +opt_step:254814 lr:0.0003 alpha:0.07786 +2026-02-13 02:40:40 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_roadrunner_t0_s2 [train] +total_reward:26057.00 total_reward_ma:16995.70 loss:-27.39 fps:122.9 +frame:1.37e+06 wall_t:11143 t:85625 epi:nan +opt_step:256689 lr:0.0003 alpha:0.07869 +2026-02-13 02:42:01 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_roadrunner_t0_s2 [train] +total_reward:25884.00 total_reward_ma:17218.34 loss:-26.75 fps:123 +frame:1.38e+06 wall_t:11224 t:86250 epi:nan +opt_step:258564 lr:0.0003 alpha:0.07949 +2026-02-13 02:43:22 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_roadrunner_t0_s2 [train] +total_reward:26027.00 total_reward_ma:17437.95 loss:-26.7 fps:123 +frame:1.39e+06 wall_t:11305 t:86875 epi:nan +opt_step:260439 lr:0.0003 alpha:0.07842 +2026-02-13 02:44:44 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_roadrunner_t0_s2 [train] +total_reward:25522.00 total_reward_ma:17651.37 loss:-26.56 fps:122.9 +frame:1.40e+06 wall_t:11387 t:87500 epi:nan +opt_step:262314 lr:0.0003 alpha:0.07985 +2026-02-13 02:46:05 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_roadrunner_t0_s2 [train] +total_reward:25696.00 total_reward_ma:17863.69 loss:-26.78 fps:123 +frame:1.41e+06 wall_t:11468 t:88125 epi:nan +opt_step:264189 lr:0.0003 alpha:0.0791 +2026-02-13 02:47:25 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_roadrunner_t0_s2 [train] +total_reward:25756.00 total_reward_ma:18074.12 loss:-27.38 fps:123 +frame:1.42e+06 wall_t:11548 t:88750 epi:nan +opt_step:266064 lr:0.0003 alpha:0.07967 +2026-02-13 02:48:46 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_roadrunner_t0_s2 [train] +total_reward:25005.00 total_reward_ma:18272.35 loss:-27.51 fps:123 +frame:1.43e+06 wall_t:11629 t:89375 epi:nan +opt_step:267939 lr:0.0003 alpha:0.0787 +2026-02-13 02:50:06 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_roadrunner_t0_s2 [train] +total_reward:24594.00 total_reward_ma:18461.21 loss:-27.17 fps:123 +frame:1.44e+06 wall_t:11709 t:90000 epi:nan +opt_step:269814 lr:0.0003 alpha:0.08028 +2026-02-13 02:51:26 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_roadrunner_t0_s2 [train] +total_reward:24134.00 total_reward_ma:18640.87 loss:-27.09 fps:123 +frame:1.45e+06 wall_t:11789 t:90625 epi:nan +opt_step:271689 lr:0.0003 alpha:0.07886 +2026-02-13 02:52:47 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_roadrunner_t0_s2 [train] +total_reward:24191.00 total_reward_ma:18816.36 loss:-27.37 fps:123 +frame:1.46e+06 wall_t:11870 t:91250 epi:nan +opt_step:273564 lr:0.0003 alpha:0.07841 +2026-02-13 02:54:07 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_roadrunner_t0_s2 [train] +total_reward:23930.00 total_reward_ma:18984.14 loss:-26.75 fps:123 +frame:1.47e+06 wall_t:11950 t:91875 epi:nan +opt_step:275439 lr:0.0003 alpha:0.07954 +2026-02-13 02:55:30 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_roadrunner_t0_s2 [train] +total_reward:24199.00 total_reward_ma:19147.14 loss:-27.18 fps:123 +frame:1.48e+06 wall_t:12033 t:92500 epi:nan +opt_step:277314 lr:0.0003 alpha:0.07677 +2026-02-13 02:56:52 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_roadrunner_t0_s2 [train] +total_reward:24354.00 total_reward_ma:19309.74 loss:-26.67 fps:123 +frame:1.49e+06 wall_t:12115 t:93125 epi:nan +opt_step:279189 lr:0.0003 alpha:0.07848 +2026-02-13 02:58:12 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_roadrunner_t0_s2 [train] +total_reward:24617.00 total_reward_ma:19470.06 loss:-26.83 fps:123 +frame:1.50e+06 wall_t:12195 t:93750 epi:nan +opt_step:281064 lr:0.0003 alpha:0.07853 +2026-02-13 02:59:32 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_roadrunner_t0_s2 [train] +total_reward:24518.00 total_reward_ma:19624.28 loss:-27.36 fps:123 +frame:1.51e+06 wall_t:12275 t:94375 epi:nan +opt_step:282939 lr:0.0003 alpha:0.07769 +2026-02-13 03:00:54 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_roadrunner_t0_s2 [train] +total_reward:24539.00 total_reward_ma:19776.71 loss:-27.71 fps:123 +frame:1.52e+06 wall_t:12357 t:95000 epi:nan +opt_step:284814 lr:0.0003 alpha:0.07797 +2026-02-13 03:02:16 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_roadrunner_t0_s2 [train] +total_reward:24452.00 total_reward_ma:19924.62 loss:-26.64 fps:123 +frame:1.53e+06 wall_t:12439 t:95625 epi:nan +opt_step:286689 lr:0.0003 alpha:0.07707 +2026-02-13 03:03:39 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_roadrunner_t0_s2 [train] +total_reward:25230.00 total_reward_ma:20076.83 loss:-26.56 fps:123 +frame:1.54e+06 wall_t:12522 t:96250 epi:nan +opt_step:288564 lr:0.0003 alpha:0.07709 +2026-02-13 03:05:01 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_roadrunner_t0_s2 [train] +total_reward:25164.00 total_reward_ma:20226.80 loss:-26.6 fps:123 +frame:1.55e+06 wall_t:12604 t:96875 epi:nan +opt_step:290439 lr:0.0003 alpha:0.07701 +2026-02-13 03:06:23 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_roadrunner_t0_s2 [train] +total_reward:25811.00 total_reward_ma:20380.93 loss:-26.8 fps:123 +frame:1.56e+06 wall_t:12686 t:97500 epi:nan +opt_step:292314 lr:0.0003 alpha:0.07649 +2026-02-13 03:07:44 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_roadrunner_t0_s2 [train] +total_reward:26229.00 total_reward_ma:20537.43 loss:-27.33 fps:123 +frame:1.57e+06 wall_t:12767 t:98125 epi:nan +opt_step:294189 lr:0.0003 alpha:0.07604 +2026-02-13 03:09:06 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_roadrunner_t0_s2 [train] +total_reward:26457.00 total_reward_ma:20694.80 loss:-27.35 fps:123 +frame:1.58e+06 wall_t:12849 t:98750 epi:nan +opt_step:296064 lr:0.0003 alpha:0.07478 +2026-02-13 03:10:27 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_roadrunner_t0_s2 [train] +total_reward:26113.00 total_reward_ma:20847.99 loss:-27.05 fps:123 +frame:1.59e+06 wall_t:12930 t:99375 epi:nan +opt_step:297939 lr:0.0003 alpha:0.07505 +2026-02-13 03:11:47 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_roadrunner_t0_s2 [train] +total_reward:26749.00 total_reward_ma:21006.20 loss:-26.79 fps:123 +frame:1.60e+06 wall_t:13010 t:100000 epi:nan +opt_step:299814 lr:0.0003 alpha:0.07597 +2026-02-13 03:13:07 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_roadrunner_t0_s2 [train] +total_reward:26940.00 total_reward_ma:21164.48 loss:-26.35 fps:123 +frame:1.61e+06 wall_t:13090 t:100625 epi:nan +opt_step:301689 lr:0.0003 alpha:0.07641 +2026-02-13 03:14:27 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_roadrunner_t0_s2 [train] +total_reward:27075.00 total_reward_ma:21324.15 loss:-27.15 fps:123 +frame:1.62e+06 wall_t:13170 t:101250 epi:nan +opt_step:303564 lr:0.0003 alpha:0.07656 +2026-02-13 03:15:47 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_roadrunner_t0_s2 [train] +total_reward:27307.00 total_reward_ma:21484.09 loss:-27.31 fps:123 +frame:1.63e+06 wall_t:13250 t:101875 epi:nan +opt_step:305439 lr:0.0003 alpha:0.07599 +2026-02-13 03:17:07 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_roadrunner_t0_s2 [train] +total_reward:27546.00 total_reward_ma:21643.75 loss:-27.18 fps:123 +frame:1.64e+06 wall_t:13330 t:102500 epi:nan +opt_step:307314 lr:0.0003 alpha:0.07599 +2026-02-13 03:18:29 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_roadrunner_t0_s2 [train] +total_reward:27271.00 total_reward_ma:21800.51 loss:-27.35 fps:123 +frame:1.65e+06 wall_t:13412 t:103125 epi:nan +opt_step:309189 lr:0.0003 alpha:0.07513 +2026-02-13 03:19:51 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_roadrunner_t0_s2 [train] +total_reward:27503.00 total_reward_ma:21959.22 loss:-27.11 fps:123 +frame:1.66e+06 wall_t:13494 t:103750 epi:nan +opt_step:311064 lr:0.0003 alpha:0.07666 +2026-02-13 03:21:12 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_roadrunner_t0_s2 [train] +total_reward:26955.00 total_reward_ma:22113.11 loss:-27.18 fps:123 +frame:1.67e+06 wall_t:13575 t:104375 epi:nan +opt_step:312939 lr:0.0003 alpha:0.07772 +2026-02-13 03:22:32 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_roadrunner_t0_s2 [train] +total_reward:26747.00 total_reward_ma:22263.49 loss:-26.76 fps:123 +frame:1.68e+06 wall_t:13655 t:105000 epi:nan +opt_step:314814 lr:0.0003 alpha:0.07739 +2026-02-13 03:23:52 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_roadrunner_t0_s2 [train] +total_reward:26055.00 total_reward_ma:22406.06 loss:-26.91 fps:123 +frame:1.69e+06 wall_t:13735 t:105625 epi:nan +opt_step:316689 lr:0.0003 alpha:0.0777 +2026-02-13 03:25:13 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_roadrunner_t0_s2 [train] +total_reward:26234.00 total_reward_ma:22550.55 loss:-26.8 fps:123 +frame:1.70e+06 wall_t:13816 t:106250 epi:nan +opt_step:318564 lr:0.0003 alpha:0.07798 +2026-02-13 03:26:34 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_roadrunner_t0_s2 [train] +total_reward:25646.00 total_reward_ma:22686.24 loss:-26.97 fps:123 +frame:1.71e+06 wall_t:13897 t:106875 epi:nan +opt_step:320439 lr:0.0003 alpha:0.07889 +2026-02-13 03:27:55 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_roadrunner_t0_s2 [train] +total_reward:25267.00 total_reward_ma:22815.53 loss:-26.93 fps:123.1 +frame:1.72e+06 wall_t:13978 t:107500 epi:nan +opt_step:322314 lr:0.0003 alpha:0.07945 +2026-02-13 03:29:16 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_roadrunner_t0_s2 [train] +total_reward:25090.00 total_reward_ma:22940.36 loss:-26.9 fps:123.1 +frame:1.73e+06 wall_t:14059 t:108125 epi:nan +opt_step:324189 lr:0.0003 alpha:0.07895 +2026-02-13 03:30:37 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_roadrunner_t0_s2 [train] +total_reward:25209.00 total_reward_ma:23062.39 loss:-27.16 fps:123.1 +frame:1.74e+06 wall_t:14140 t:108750 epi:nan +opt_step:326064 lr:0.0003 alpha:0.08031 +2026-02-13 03:31:57 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_roadrunner_t0_s2 [train] +total_reward:25165.00 total_reward_ma:23182.58 loss:-27.05 fps:123.1 +frame:1.75e+06 wall_t:14220 t:109375 epi:nan +opt_step:327939 lr:0.0003 alpha:0.07956 +2026-02-13 03:33:17 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_roadrunner_t0_s2 [train] +total_reward:25396.00 total_reward_ma:23300.26 loss:-26.51 fps:123.1 +frame:1.76e+06 wall_t:14300 t:110000 epi:nan +opt_step:329814 lr:0.0003 alpha:0.08089 +2026-02-13 03:34:38 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_roadrunner_t0_s2 [train] +total_reward:25363.00 total_reward_ma:23408.99 loss:-27.45 fps:123.1 +frame:1.77e+06 wall_t:14381 t:110625 epi:nan +opt_step:331689 lr:0.0003 alpha:0.08044 +2026-02-13 03:35:58 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_roadrunner_t0_s2 [train] +total_reward:25844.00 total_reward_ma:23516.70 loss:-27.69 fps:123.1 +frame:1.78e+06 wall_t:14461 t:111250 epi:nan +opt_step:333564 lr:0.0003 alpha:0.08039 +2026-02-13 03:37:20 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_roadrunner_t0_s2 [train] +total_reward:25977.00 total_reward_ma:23620.79 loss:-27.55 fps:123.1 +frame:1.79e+06 wall_t:14543 t:111875 epi:nan +opt_step:335439 lr:0.0003 alpha:0.0812 +2026-02-13 03:38:41 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_roadrunner_t0_s2 [train] +total_reward:26065.00 total_reward_ma:23720.00 loss:-27.79 fps:123.1 +frame:1.80e+06 wall_t:14624 t:112500 epi:nan +opt_step:337314 lr:0.0003 alpha:0.0807 +2026-02-13 03:40:02 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_roadrunner_t0_s2 [train] +total_reward:26138.00 total_reward_ma:23814.75 loss:-27.56 fps:123.1 +frame:1.81e+06 wall_t:14705 t:113125 epi:nan +opt_step:339189 lr:0.0003 alpha:0.07969 +2026-02-13 03:41:24 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_roadrunner_t0_s2 [train] +total_reward:27007.00 total_reward_ma:23913.27 loss:-27.43 fps:123.1 +frame:1.82e+06 wall_t:14787 t:113750 epi:nan +opt_step:341064 lr:0.0003 alpha:0.08086 +2026-02-13 03:42:46 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_roadrunner_t0_s2 [train] +total_reward:27343.00 total_reward_ma:24009.60 loss:-27.3 fps:123.1 +frame:1.83e+06 wall_t:14869 t:114375 epi:nan +opt_step:342939 lr:0.0003 alpha:0.08046 +2026-02-13 03:44:06 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_roadrunner_t0_s2 [train] +total_reward:27728.00 total_reward_ma:24107.61 loss:-27.47 fps:123.1 +frame:1.84e+06 wall_t:14949 t:115000 epi:nan +opt_step:344814 lr:0.0003 alpha:0.08147 +2026-02-13 03:45:27 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_roadrunner_t0_s2 [train] +total_reward:27727.00 total_reward_ma:24204.59 loss:-27.75 fps:123.1 +frame:1.85e+06 wall_t:15030 t:115625 epi:nan +opt_step:346689 lr:0.0003 alpha:0.08053 +2026-02-13 03:46:48 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_roadrunner_t0_s2 [train] +total_reward:27734.00 total_reward_ma:24295.10 loss:-27.94 fps:123.1 +frame:1.86e+06 wall_t:15111 t:116250 epi:nan +opt_step:348564 lr:0.0003 alpha:0.07997 +2026-02-13 03:48:10 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_roadrunner_t0_s2 [train] +total_reward:27903.00 total_reward_ma:24387.46 loss:-27.44 fps:123.1 +frame:1.87e+06 wall_t:15193 t:116875 epi:nan +opt_step:350439 lr:0.0003 alpha:0.08089 +2026-02-13 03:49:31 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_roadrunner_t0_s2 [train] +total_reward:27817.00 total_reward_ma:24474.33 loss:-28.8 fps:123.1 +frame:1.88e+06 wall_t:15274 t:117500 epi:nan +opt_step:352314 lr:0.0003 alpha:0.07923 +2026-02-13 03:50:51 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_roadrunner_t0_s2 [train] +total_reward:27565.00 total_reward_ma:24557.67 loss:-28.01 fps:123.1 +frame:1.89e+06 wall_t:15354 t:118125 epi:nan +opt_step:354189 lr:0.0003 alpha:0.07869 +2026-02-13 03:52:11 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_roadrunner_t0_s2 [train] +total_reward:27557.00 total_reward_ma:24638.74 loss:-27.7 fps:123.1 +frame:1.90e+06 wall_t:15434 t:118750 epi:nan +opt_step:356064 lr:0.0003 alpha:0.07979 +2026-02-13 03:53:31 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_roadrunner_t0_s2 [train] +total_reward:27507.00 total_reward_ma:24719.83 loss:-27.75 fps:123.1 +frame:1.91e+06 wall_t:15514 t:119375 epi:nan +opt_step:357939 lr:0.0003 alpha:0.07916 +2026-02-13 03:54:51 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_roadrunner_t0_s2 [train] +total_reward:27342.00 total_reward_ma:24798.97 loss:-28.49 fps:123.1 +frame:1.92e+06 wall_t:15594 t:120000 epi:nan +opt_step:359814 lr:0.0003 alpha:0.07942 +2026-02-13 03:56:13 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_roadrunner_t0_s2 [train] +total_reward:27122.00 total_reward_ma:24873.54 loss:-27.68 fps:123.1 +frame:1.93e+06 wall_t:15676 t:120625 epi:nan +opt_step:361689 lr:0.0003 alpha:0.08018 +2026-02-13 03:57:35 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_roadrunner_t0_s2 [train] +total_reward:26853.00 total_reward_ma:24946.49 loss:-27.96 fps:123.1 +frame:1.94e+06 wall_t:15758 t:121250 epi:nan +opt_step:363564 lr:0.0003 alpha:0.07845 +2026-02-13 03:58:55 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_roadrunner_t0_s2 [train] +total_reward:26412.00 total_reward_ma:25016.40 loss:-27.93 fps:123.1 +frame:1.95e+06 wall_t:15838 t:121875 epi:nan +opt_step:365439 lr:0.0003 alpha:0.07909 +2026-02-13 04:00:16 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_roadrunner_t0_s2 [train] +total_reward:26165.00 total_reward_ma:25081.20 loss:-27.33 fps:123.1 +frame:1.96e+06 wall_t:15919 t:122500 epi:nan +opt_step:367314 lr:0.0003 alpha:0.07936 +2026-02-13 04:01:36 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_roadrunner_t0_s2 [train] +total_reward:26497.00 total_reward_ma:25150.48 loss:-28.47 fps:123.1 +frame:1.97e+06 wall_t:15999 t:123125 epi:nan +opt_step:369189 lr:0.0003 alpha:0.07895 +2026-02-13 04:02:54 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_roadrunner_t0_s2 [train] +total_reward:26440.00 total_reward_ma:25211.02 loss:-28.42 fps:123.2 +frame:1.98e+06 wall_t:16077 t:123750 epi:nan +opt_step:371064 lr:0.0003 alpha:0.07992 +2026-02-13 04:04:11 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_roadrunner_t0_s2 [train] +total_reward:26526.00 total_reward_ma:25273.18 loss:-27.84 fps:123.2 +frame:1.99e+06 wall_t:16154 t:124375 epi:nan +opt_step:372939 lr:0.0003 alpha:0.08028 +2026-02-13 04:05:26 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_roadrunner_t0_s2 [train] +total_reward:26422.00 total_reward_ma:25332.96 loss:-28.87 fps:123.2 +frame:2.00e+06 wall_t:16229 t:125000 epi:nan +opt_step:374814 lr:0.0003 alpha:0.07988 +2026-02-13 04:05:26 | INFO | PID:1326 | slm_lab.lib.logger:info | Session 2 done diff --git a/data/sac_atari_roadrunner_2026_02_12_233449/log/sac_atari_roadrunner_t0_s3.log b/data/sac_atari_roadrunner_2026_02_12_233449/log/sac_atari_roadrunner_t0_s3.log new file mode 100644 index 0000000000000000000000000000000000000000..49b519215411bf39d535452d94cf21646fa04d6a --- /dev/null +++ b/data/sac_atari_roadrunner_2026_02_12_233449/log/sac_atari_roadrunner_t0_s3.log @@ -0,0 +1,802 @@ +2026-02-12 23:34:54 | INFO | PID:1327 | slm_lab.env:_make_vector_env | AtariVectorEnv: 16 envs, native preprocessing +2026-02-12 23:37:02 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_roadrunner_t0_s3 [train] +total_reward:8.70 total_reward_ma:8.70 loss:-18.89 fps:80 +frame:1.00e+04 wall_t:125 t:625 epi:nan +opt_step:1689 lr:0.0003 alpha:0.6304 +2026-02-12 23:38:24 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_roadrunner_t0_s3 [train] +total_reward:15.00 total_reward_ma:11.85 loss:-28.93 fps:96.62 +frame:2.00e+04 wall_t:207 t:1250 epi:nan +opt_step:3564 lr:0.0003 alpha:0.4031 +2026-02-12 23:39:45 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_roadrunner_t0_s3 [train] +total_reward:18.00 total_reward_ma:13.90 loss:-33.04 fps:104.2 +frame:3.00e+04 wall_t:288 t:1875 epi:nan +opt_step:5439 lr:0.0003 alpha:0.2641 +2026-02-12 23:41:07 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_roadrunner_t0_s3 [train] +total_reward:25.00 total_reward_ma:16.67 loss:-35.49 fps:108.1 +frame:4.00e+04 wall_t:370 t:2500 epi:nan +opt_step:7314 lr:0.0003 alpha:0.1745 +2026-02-12 23:42:29 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_roadrunner_t0_s3 [train] +total_reward:35.00 total_reward_ma:20.34 loss:-35 fps:110.6 +frame:5.00e+04 wall_t:452 t:3125 epi:nan +opt_step:9189 lr:0.0003 alpha:0.1157 +2026-02-12 23:43:51 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_roadrunner_t0_s3 [train] +total_reward:33.00 total_reward_ma:22.45 loss:-35.07 fps:112.4 +frame:6.00e+04 wall_t:534 t:3750 epi:nan +opt_step:11064 lr:0.0003 alpha:0.07708 +2026-02-12 23:45:12 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_roadrunner_t0_s3 [train] +total_reward:66.00 total_reward_ma:28.67 loss:-32.64 fps:113.8 +frame:7.00e+04 wall_t:615 t:4375 epi:nan +opt_step:12939 lr:0.0003 alpha:0.05157 +2026-02-12 23:46:33 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_roadrunner_t0_s3 [train] +total_reward:121.00 total_reward_ma:40.21 loss:-30.2 fps:114.9 +frame:8.00e+04 wall_t:696 t:5000 epi:nan +opt_step:14814 lr:0.0003 alpha:0.03479 +2026-02-12 23:47:54 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_roadrunner_t0_s3 [train] +total_reward:154.00 total_reward_ma:52.86 loss:-27.53 fps:115.8 +frame:9.00e+04 wall_t:777 t:5625 epi:nan +opt_step:16689 lr:0.0003 alpha:0.0238 +2026-02-12 23:49:16 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_roadrunner_t0_s3 [train] +total_reward:250.00 total_reward_ma:72.57 loss:-26.82 fps:116.6 +frame:1.00e+05 wall_t:858 t:6250 epi:nan +opt_step:18564 lr:0.0003 alpha:0.0169 +2026-02-12 23:50:37 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_roadrunner_t0_s3 [train] +total_reward:404.00 total_reward_ma:102.70 loss:-24.28 fps:117 +frame:1.10e+05 wall_t:940 t:6875 epi:nan +opt_step:20439 lr:0.0003 alpha:0.01268 +2026-02-12 23:51:58 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_roadrunner_t0_s3 [train] +total_reward:588.00 total_reward_ma:143.14 loss:-22.67 fps:117.5 +frame:1.20e+05 wall_t:1021 t:7500 epi:nan +opt_step:22314 lr:0.0003 alpha:0.01138 +2026-02-12 23:53:18 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_roadrunner_t0_s3 [train] +total_reward:797.00 total_reward_ma:193.44 loss:-20.63 fps:118.1 +frame:1.30e+05 wall_t:1101 t:8125 epi:nan +opt_step:24189 lr:0.0003 alpha:0.01177 +2026-02-12 23:54:39 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_roadrunner_t0_s3 [train] +total_reward:1035.00 total_reward_ma:253.55 loss:-19.2 fps:118.4 +frame:1.40e+05 wall_t:1182 t:8750 epi:nan +opt_step:26064 lr:0.0003 alpha:0.01287 +2026-02-12 23:56:00 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_roadrunner_t0_s3 [train] +total_reward:1449.00 total_reward_ma:333.25 loss:-17.56 fps:118.8 +frame:1.50e+05 wall_t:1263 t:9375 epi:nan +opt_step:27939 lr:0.0003 alpha:0.01316 +2026-02-12 23:57:21 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_roadrunner_t0_s3 [train] +total_reward:1789.00 total_reward_ma:424.23 loss:-16.1 fps:119 +frame:1.60e+05 wall_t:1344 t:10000 epi:nan +opt_step:29814 lr:0.0003 alpha:0.01329 +2026-02-12 23:58:42 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_roadrunner_t0_s3 [train] +total_reward:1975.00 total_reward_ma:515.45 loss:-15.23 fps:119.3 +frame:1.70e+05 wall_t:1425 t:10625 epi:nan +opt_step:31689 lr:0.0003 alpha:0.01203 +2026-02-13 00:00:04 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_roadrunner_t0_s3 [train] +total_reward:2219.00 total_reward_ma:610.09 loss:-14.51 fps:119.4 +frame:1.80e+05 wall_t:1507 t:11250 epi:nan +opt_step:33564 lr:0.0003 alpha:0.01216 +2026-02-13 00:01:25 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_roadrunner_t0_s3 [train] +total_reward:2281.00 total_reward_ma:698.04 loss:-13.06 fps:119.6 +frame:1.90e+05 wall_t:1588 t:11875 epi:nan +opt_step:35439 lr:0.0003 alpha:0.01203 +2026-02-13 00:02:47 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_roadrunner_t0_s3 [train] +total_reward:1869.00 total_reward_ma:756.58 loss:-12.7 fps:119.8 +frame:2.00e+05 wall_t:1670 t:12500 epi:nan +opt_step:37314 lr:0.0003 alpha:0.01281 +2026-02-13 00:04:09 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_roadrunner_t0_s3 [train] +total_reward:1302.00 total_reward_ma:782.56 loss:-11.84 fps:119.9 +frame:2.10e+05 wall_t:1752 t:13125 epi:nan +opt_step:39189 lr:0.0003 alpha:0.01202 +2026-02-13 00:05:31 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_roadrunner_t0_s3 [train] +total_reward:106.00 total_reward_ma:751.80 loss:-10.55 fps:120 +frame:2.20e+05 wall_t:1834 t:13750 epi:nan +opt_step:41064 lr:0.0003 alpha:0.02654 +2026-02-13 00:06:54 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_roadrunner_t0_s3 [train] +total_reward:0.00 total_reward_ma:719.12 loss:-9.462 fps:120 +frame:2.30e+05 wall_t:1917 t:14375 epi:nan +opt_step:42939 lr:0.0003 alpha:0.05845 +2026-02-13 00:08:16 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_roadrunner_t0_s3 [train] +total_reward:0.00 total_reward_ma:689.15 loss:-7.973 fps:120.1 +frame:2.40e+05 wall_t:1999 t:15000 epi:nan +opt_step:44814 lr:0.0003 alpha:0.1263 +2026-02-13 00:09:39 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_roadrunner_t0_s3 [train] +total_reward:0.00 total_reward_ma:661.59 loss:-7.266 fps:120.1 +frame:2.50e+05 wall_t:2082 t:15625 epi:nan +opt_step:46689 lr:0.0003 alpha:0.2712 +2026-02-13 00:11:01 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_roadrunner_t0_s3 [train] +total_reward:0.00 total_reward_ma:636.14 loss:-6.668 fps:120.1 +frame:2.60e+05 wall_t:2164 t:16250 epi:nan +opt_step:48564 lr:0.0003 alpha:0.5793 +2026-02-13 00:12:23 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_roadrunner_t0_s3 [train] +total_reward:0.00 total_reward_ma:612.58 loss:-6.847 fps:120.2 +frame:2.70e+05 wall_t:2246 t:16875 epi:nan +opt_step:50439 lr:0.0003 alpha:1.231 +2026-02-13 00:13:46 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_roadrunner_t0_s3 [train] +total_reward:0.00 total_reward_ma:590.70 loss:-8.326 fps:120.3 +frame:2.80e+05 wall_t:2328 t:17500 epi:nan +opt_step:52314 lr:0.0003 alpha:2.602 +2026-02-13 00:15:08 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_roadrunner_t0_s3 [train] +total_reward:0.00 total_reward_ma:570.33 loss:-12.4 fps:120.3 +frame:2.90e+05 wall_t:2411 t:18125 epi:nan +opt_step:54189 lr:0.0003 alpha:5.471 +2026-02-13 00:16:30 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_roadrunner_t0_s3 [train] +total_reward:0.00 total_reward_ma:551.32 loss:-84.95 fps:120.3 +frame:3.00e+05 wall_t:2493 t:18750 epi:nan +opt_step:56064 lr:0.0003 alpha:6.088 +2026-02-13 00:17:50 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_roadrunner_t0_s3 [train] +total_reward:25.00 total_reward_ma:534.35 loss:-181.6 fps:120.5 +frame:3.10e+05 wall_t:2573 t:19375 epi:nan +opt_step:57939 lr:0.0003 alpha:3.934 +2026-02-13 00:19:11 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_roadrunner_t0_s3 [train] +total_reward:64.00 total_reward_ma:519.65 loss:-240.5 fps:120.6 +frame:3.20e+05 wall_t:2654 t:20000 epi:nan +opt_step:59814 lr:0.0003 alpha:2.57 +2026-02-13 00:20:32 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_roadrunner_t0_s3 [train] +total_reward:57.00 total_reward_ma:505.63 loss:-261.2 fps:120.7 +frame:3.30e+05 wall_t:2735 t:20625 epi:nan +opt_step:61689 lr:0.0003 alpha:1.686 +2026-02-13 00:21:53 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_roadrunner_t0_s3 [train] +total_reward:31.00 total_reward_ma:491.67 loss:-265.4 fps:120.7 +frame:3.40e+05 wall_t:2816 t:21250 epi:nan +opt_step:63564 lr:0.0003 alpha:1.108 +2026-02-13 00:23:14 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_roadrunner_t0_s3 [train] +total_reward:30.00 total_reward_ma:478.48 loss:-257 fps:120.9 +frame:3.50e+05 wall_t:2896 t:21875 epi:nan +opt_step:65439 lr:0.0003 alpha:0.7309 +2026-02-13 00:24:34 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_roadrunner_t0_s3 [train] +total_reward:34.00 total_reward_ma:466.13 loss:-249.1 fps:120.9 +frame:3.60e+05 wall_t:2977 t:22500 epi:nan +opt_step:67314 lr:0.0003 alpha:0.4837 +2026-02-13 00:25:54 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_roadrunner_t0_s3 [train] +total_reward:94.00 total_reward_ma:456.07 loss:-238 fps:121.1 +frame:3.70e+05 wall_t:3056 t:23125 epi:nan +opt_step:69189 lr:0.0003 alpha:0.3221 +2026-02-13 00:27:14 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_roadrunner_t0_s3 [train] +total_reward:132.00 total_reward_ma:447.54 loss:-211.9 fps:121.1 +frame:3.80e+05 wall_t:3137 t:23750 epi:nan +opt_step:71064 lr:0.0003 alpha:0.2161 +2026-02-13 00:28:35 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_roadrunner_t0_s3 [train] +total_reward:183.00 total_reward_ma:440.76 loss:-205.4 fps:121.2 +frame:3.90e+05 wall_t:3218 t:24375 epi:nan +opt_step:72939 lr:0.0003 alpha:0.147 +2026-02-13 00:29:55 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_roadrunner_t0_s3 [train] +total_reward:270.00 total_reward_ma:436.49 loss:-192 fps:121.3 +frame:4.00e+05 wall_t:3298 t:25000 epi:nan +opt_step:74814 lr:0.0003 alpha:0.1028 +2026-02-13 00:31:15 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_roadrunner_t0_s3 [train] +total_reward:386.00 total_reward_ma:435.26 loss:-172.7 fps:121.4 +frame:4.10e+05 wall_t:3378 t:25625 epi:nan +opt_step:76689 lr:0.0003 alpha:0.0736 +2026-02-13 00:32:36 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_roadrunner_t0_s3 [train] +total_reward:621.00 total_reward_ma:439.68 loss:-166.2 fps:121.4 +frame:4.20e+05 wall_t:3459 t:26250 epi:nan +opt_step:78564 lr:0.0003 alpha:0.05474 +2026-02-13 00:33:56 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_roadrunner_t0_s3 [train] +total_reward:724.00 total_reward_ma:446.30 loss:-150.5 fps:121.5 +frame:4.30e+05 wall_t:3539 t:26875 epi:nan +opt_step:80439 lr:0.0003 alpha:0.04309 +2026-02-13 00:35:15 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_roadrunner_t0_s3 [train] +total_reward:872.00 total_reward_ma:455.97 loss:-134.7 fps:121.6 +frame:4.40e+05 wall_t:3618 t:27500 epi:nan +opt_step:82314 lr:0.0003 alpha:0.03634 +2026-02-13 00:36:35 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_roadrunner_t0_s3 [train] +total_reward:911.00 total_reward_ma:466.08 loss:-122.2 fps:121.7 +frame:4.50e+05 wall_t:3698 t:28125 epi:nan +opt_step:84189 lr:0.0003 alpha:0.03276 +2026-02-13 00:37:55 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_roadrunner_t0_s3 [train] +total_reward:901.00 total_reward_ma:475.54 loss:-118.6 fps:121.8 +frame:4.60e+05 wall_t:3778 t:28750 epi:nan +opt_step:86064 lr:0.0003 alpha:0.02905 +2026-02-13 00:39:15 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_roadrunner_t0_s3 [train] +total_reward:900.00 total_reward_ma:484.57 loss:-110.5 fps:121.8 +frame:4.70e+05 wall_t:3858 t:29375 epi:nan +opt_step:87939 lr:0.0003 alpha:0.02511 +2026-02-13 00:40:35 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_roadrunner_t0_s3 [train] +total_reward:827.00 total_reward_ma:491.70 loss:-99.09 fps:121.9 +frame:4.80e+05 wall_t:3938 t:30000 epi:nan +opt_step:89814 lr:0.0003 alpha:0.02049 +2026-02-13 00:41:55 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_roadrunner_t0_s3 [train] +total_reward:723.00 total_reward_ma:496.42 loss:-92.14 fps:122 +frame:4.90e+05 wall_t:4018 t:30625 epi:nan +opt_step:91689 lr:0.0003 alpha:0.01966 +2026-02-13 00:43:15 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_roadrunner_t0_s3 [train] +total_reward:713.00 total_reward_ma:500.75 loss:-83.5 fps:122 +frame:5.00e+05 wall_t:4098 t:31250 epi:nan +opt_step:93564 lr:0.0003 alpha:0.01774 +2026-02-13 00:44:35 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_roadrunner_t0_s3 [train] +total_reward:745.00 total_reward_ma:505.54 loss:-76.78 fps:122.1 +frame:5.10e+05 wall_t:4178 t:31875 epi:nan +opt_step:95439 lr:0.0003 alpha:0.01542 +2026-02-13 00:45:55 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_roadrunner_t0_s3 [train] +total_reward:783.00 total_reward_ma:510.88 loss:-71.38 fps:122.1 +frame:5.20e+05 wall_t:4258 t:32500 epi:nan +opt_step:97314 lr:0.0003 alpha:0.01407 +2026-02-13 00:47:15 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_roadrunner_t0_s3 [train] +total_reward:793.00 total_reward_ma:516.20 loss:-65.07 fps:122.2 +frame:5.30e+05 wall_t:4338 t:33125 epi:nan +opt_step:99189 lr:0.0003 alpha:0.01301 +2026-02-13 00:48:36 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_roadrunner_t0_s3 [train] +total_reward:906.00 total_reward_ma:523.42 loss:-59.84 fps:122.2 +frame:5.40e+05 wall_t:4419 t:33750 epi:nan +opt_step:101064 lr:0.0003 alpha:0.01267 +2026-02-13 00:49:58 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_roadrunner_t0_s3 [train] +total_reward:1014.00 total_reward_ma:532.34 loss:-55.03 fps:122.2 +frame:5.50e+05 wall_t:4501 t:34375 epi:nan +opt_step:102939 lr:0.0003 alpha:0.01218 +2026-02-13 00:51:18 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_roadrunner_t0_s3 [train] +total_reward:1221.00 total_reward_ma:544.64 loss:-50.24 fps:122.2 +frame:5.60e+05 wall_t:4581 t:35000 epi:nan +opt_step:104814 lr:0.0003 alpha:0.01205 +2026-02-13 00:52:38 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_roadrunner_t0_s3 [train] +total_reward:1374.00 total_reward_ma:559.19 loss:-45.89 fps:122.3 +frame:5.70e+05 wall_t:4660 t:35625 epi:nan +opt_step:106689 lr:0.0003 alpha:0.01201 +2026-02-13 00:53:57 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_roadrunner_t0_s3 [train] +total_reward:1525.00 total_reward_ma:575.84 loss:-42.1 fps:122.4 +frame:5.80e+05 wall_t:4740 t:36250 epi:nan +opt_step:108564 lr:0.0003 alpha:0.01117 +2026-02-13 00:55:19 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_roadrunner_t0_s3 [train] +total_reward:1691.00 total_reward_ma:594.74 loss:-39.08 fps:122.4 +frame:5.90e+05 wall_t:4822 t:36875 epi:nan +opt_step:110439 lr:0.0003 alpha:0.01105 +2026-02-13 00:56:40 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_roadrunner_t0_s3 [train] +total_reward:1798.00 total_reward_ma:614.79 loss:-35.02 fps:122.4 +frame:6.00e+05 wall_t:4903 t:37500 epi:nan +opt_step:112314 lr:0.0003 alpha:0.01041 +2026-02-13 00:58:01 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_roadrunner_t0_s3 [train] +total_reward:1989.00 total_reward_ma:637.32 loss:-32.46 fps:122.4 +frame:6.10e+05 wall_t:4984 t:38125 epi:nan +opt_step:114189 lr:0.0003 alpha:0.009742 +2026-02-13 00:59:20 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_roadrunner_t0_s3 [train] +total_reward:2088.00 total_reward_ma:660.72 loss:-30.26 fps:122.5 +frame:6.20e+05 wall_t:5063 t:38750 epi:nan +opt_step:116064 lr:0.0003 alpha:0.01013 +2026-02-13 01:00:43 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_roadrunner_t0_s3 [train] +total_reward:2187.00 total_reward_ma:684.95 loss:-26.75 fps:122.4 +frame:6.30e+05 wall_t:5146 t:39375 epi:nan +opt_step:117939 lr:0.0003 alpha:0.009809 +2026-02-13 01:02:08 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_roadrunner_t0_s3 [train] +total_reward:2274.00 total_reward_ma:709.78 loss:-25.37 fps:122.4 +frame:6.40e+05 wall_t:5230 t:40000 epi:nan +opt_step:119814 lr:0.0003 alpha:0.0092 +2026-02-13 01:03:30 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_roadrunner_t0_s3 [train] +total_reward:2223.00 total_reward_ma:733.06 loss:-23.29 fps:122.3 +frame:6.50e+05 wall_t:5313 t:40625 epi:nan +opt_step:121689 lr:0.0003 alpha:0.01011 +2026-02-13 01:04:51 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_roadrunner_t0_s3 [train] +total_reward:2183.00 total_reward_ma:755.03 loss:-21.66 fps:122.4 +frame:6.60e+05 wall_t:5394 t:41250 epi:nan +opt_step:123564 lr:0.0003 alpha:0.009184 +2026-02-13 01:06:10 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_roadrunner_t0_s3 [train] +total_reward:2125.00 total_reward_ma:775.47 loss:-19.57 fps:122.4 +frame:6.70e+05 wall_t:5473 t:41875 epi:nan +opt_step:125439 lr:0.0003 alpha:0.009341 +2026-02-13 01:07:33 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_roadrunner_t0_s3 [train] +total_reward:2037.00 total_reward_ma:794.02 loss:-18.16 fps:122.4 +frame:6.80e+05 wall_t:5556 t:42500 epi:nan +opt_step:127314 lr:0.0003 alpha:0.0086 +2026-02-13 01:08:56 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_roadrunner_t0_s3 [train] +total_reward:1942.00 total_reward_ma:810.66 loss:-16.75 fps:122.4 +frame:6.90e+05 wall_t:5639 t:43125 epi:nan +opt_step:129189 lr:0.0003 alpha:0.008604 +2026-02-13 01:10:18 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_roadrunner_t0_s3 [train] +total_reward:1909.00 total_reward_ma:826.35 loss:-15.28 fps:122.4 +frame:7.00e+05 wall_t:5721 t:43750 epi:nan +opt_step:131064 lr:0.0003 alpha:0.008603 +2026-02-13 01:11:41 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_roadrunner_t0_s3 [train] +total_reward:1862.00 total_reward_ma:840.94 loss:-14.21 fps:122.3 +frame:7.10e+05 wall_t:5804 t:44375 epi:nan +opt_step:132939 lr:0.0003 alpha:0.009221 +2026-02-13 01:13:04 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_roadrunner_t0_s3 [train] +total_reward:1850.00 total_reward_ma:854.95 loss:-13.13 fps:122.3 +frame:7.20e+05 wall_t:5887 t:45000 epi:nan +opt_step:134814 lr:0.0003 alpha:0.01007 +2026-02-13 01:14:26 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_roadrunner_t0_s3 [train] +total_reward:1806.00 total_reward_ma:867.98 loss:-12.27 fps:122.3 +frame:7.30e+05 wall_t:5969 t:45625 epi:nan +opt_step:136689 lr:0.0003 alpha:0.01101 +2026-02-13 01:15:48 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_roadrunner_t0_s3 [train] +total_reward:1783.00 total_reward_ma:880.35 loss:-11.39 fps:122.3 +frame:7.40e+05 wall_t:6051 t:46250 epi:nan +opt_step:138564 lr:0.0003 alpha:0.01115 +2026-02-13 01:17:10 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_roadrunner_t0_s3 [train] +total_reward:1725.00 total_reward_ma:891.61 loss:-10.8 fps:122.3 +frame:7.50e+05 wall_t:6133 t:46875 epi:nan +opt_step:140439 lr:0.0003 alpha:0.01076 +2026-02-13 01:18:33 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_roadrunner_t0_s3 [train] +total_reward:1670.00 total_reward_ma:901.85 loss:-9.908 fps:122.3 +frame:7.60e+05 wall_t:6216 t:47500 epi:nan +opt_step:142314 lr:0.0003 alpha:0.01041 +2026-02-13 01:19:56 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_roadrunner_t0_s3 [train] +total_reward:1606.00 total_reward_ma:911.00 loss:-9.274 fps:122.2 +frame:7.70e+05 wall_t:6299 t:48125 epi:nan +opt_step:144189 lr:0.0003 alpha:0.008958 +2026-02-13 01:21:22 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_roadrunner_t0_s3 [train] +total_reward:1592.00 total_reward_ma:919.73 loss:-8.847 fps:122.2 +frame:7.80e+05 wall_t:6385 t:48750 epi:nan +opt_step:146064 lr:0.0003 alpha:0.008695 +2026-02-13 01:22:48 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_roadrunner_t0_s3 [train] +total_reward:1529.00 total_reward_ma:927.44 loss:-8.36 fps:122.1 +frame:7.90e+05 wall_t:6471 t:49375 epi:nan +opt_step:147939 lr:0.0003 alpha:0.009019 +2026-02-13 01:24:14 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_roadrunner_t0_s3 [train] +total_reward:1501.00 total_reward_ma:934.61 loss:-7.973 fps:122 +frame:8.00e+05 wall_t:6557 t:50000 epi:nan +opt_step:149814 lr:0.0003 alpha:0.009265 +2026-02-13 01:25:38 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_roadrunner_t0_s3 [train] +total_reward:1581.00 total_reward_ma:942.59 loss:-7.545 fps:122 +frame:8.10e+05 wall_t:6641 t:50625 epi:nan +opt_step:151689 lr:0.0003 alpha:0.009432 +2026-02-13 01:26:59 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_roadrunner_t0_s3 [train] +total_reward:1659.00 total_reward_ma:951.33 loss:-6.997 fps:122 +frame:8.20e+05 wall_t:6722 t:51250 epi:nan +opt_step:153564 lr:0.0003 alpha:0.01023 +2026-02-13 01:28:20 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_roadrunner_t0_s3 [train] +total_reward:1653.00 total_reward_ma:959.78 loss:-6.895 fps:122 +frame:8.30e+05 wall_t:6803 t:51875 epi:nan +opt_step:155439 lr:0.0003 alpha:0.01056 +2026-02-13 01:29:41 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_roadrunner_t0_s3 [train] +total_reward:1852.00 total_reward_ma:970.40 loss:-6.645 fps:122 +frame:8.40e+05 wall_t:6884 t:52500 epi:nan +opt_step:157314 lr:0.0003 alpha:0.01154 +2026-02-13 01:31:04 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_roadrunner_t0_s3 [train] +total_reward:2110.00 total_reward_ma:983.81 loss:-6.171 fps:122 +frame:8.50e+05 wall_t:6967 t:53125 epi:nan +opt_step:159189 lr:0.0003 alpha:0.01218 +2026-02-13 01:32:27 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_roadrunner_t0_s3 [train] +total_reward:2500.00 total_reward_ma:1001.44 loss:-6.313 fps:122 +frame:8.60e+05 wall_t:7050 t:53750 epi:nan +opt_step:161064 lr:0.0003 alpha:0.01401 +2026-02-13 01:33:50 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_roadrunner_t0_s3 [train] +total_reward:3232.00 total_reward_ma:1027.08 loss:-6.144 fps:122 +frame:8.70e+05 wall_t:7133 t:54375 epi:nan +opt_step:162939 lr:0.0003 alpha:0.01538 +2026-02-13 01:35:10 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_roadrunner_t0_s3 [train] +total_reward:4006.00 total_reward_ma:1060.93 loss:-6.102 fps:122 +frame:8.80e+05 wall_t:7213 t:55000 epi:nan +opt_step:164814 lr:0.0003 alpha:0.01784 +2026-02-13 01:36:33 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_roadrunner_t0_s3 [train] +total_reward:4819.00 total_reward_ma:1103.15 loss:-6.216 fps:122 +frame:8.90e+05 wall_t:7296 t:55625 epi:nan +opt_step:166689 lr:0.0003 alpha:0.02034 +2026-02-13 01:37:55 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_roadrunner_t0_s3 [train] +total_reward:5783.00 total_reward_ma:1155.15 loss:-6.049 fps:122 +frame:9.00e+05 wall_t:7378 t:56250 epi:nan +opt_step:168564 lr:0.0003 alpha:0.02155 +2026-02-13 01:39:17 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_roadrunner_t0_s3 [train] +total_reward:6938.00 total_reward_ma:1218.70 loss:-6.451 fps:122 +frame:9.10e+05 wall_t:7460 t:56875 epi:nan +opt_step:170439 lr:0.0003 alpha:0.02275 +2026-02-13 01:40:39 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_roadrunner_t0_s3 [train] +total_reward:7872.00 total_reward_ma:1291.02 loss:-6.699 fps:122 +frame:9.20e+05 wall_t:7541 t:57500 epi:nan +opt_step:172314 lr:0.0003 alpha:0.02443 +2026-02-13 01:42:00 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_roadrunner_t0_s3 [train] +total_reward:9024.00 total_reward_ma:1374.17 loss:-6.791 fps:122 +frame:9.30e+05 wall_t:7623 t:58125 epi:nan +opt_step:174189 lr:0.0003 alpha:0.02553 +2026-02-13 01:43:21 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_roadrunner_t0_s3 [train] +total_reward:10273.00 total_reward_ma:1468.84 loss:-6.973 fps:122 +frame:9.40e+05 wall_t:7704 t:58750 epi:nan +opt_step:176064 lr:0.0003 alpha:0.02718 +2026-02-13 01:44:42 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_roadrunner_t0_s3 [train] +total_reward:11352.00 total_reward_ma:1572.87 loss:-7.629 fps:122 +frame:9.50e+05 wall_t:7785 t:59375 epi:nan +opt_step:177939 lr:0.0003 alpha:0.02783 +2026-02-13 01:46:03 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_roadrunner_t0_s3 [train] +total_reward:12083.00 total_reward_ma:1682.35 loss:-8.242 fps:122 +frame:9.60e+05 wall_t:7866 t:60000 epi:nan +opt_step:179814 lr:0.0003 alpha:0.02939 +2026-02-13 01:47:23 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_roadrunner_t0_s3 [train] +total_reward:12975.00 total_reward_ma:1798.77 loss:-8.31 fps:122.1 +frame:9.70e+05 wall_t:7946 t:60625 epi:nan +opt_step:181689 lr:0.0003 alpha:0.02935 +2026-02-13 01:48:43 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_roadrunner_t0_s3 [train] +total_reward:13683.00 total_reward_ma:1920.04 loss:-8.543 fps:122.1 +frame:9.80e+05 wall_t:8026 t:61250 epi:nan +opt_step:183564 lr:0.0003 alpha:0.03121 +2026-02-13 01:50:03 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_roadrunner_t0_s3 [train] +total_reward:14573.00 total_reward_ma:2047.85 loss:-9.056 fps:122.1 +frame:9.90e+05 wall_t:8106 t:61875 epi:nan +opt_step:185439 lr:0.0003 alpha:0.03247 +2026-02-13 01:51:23 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_roadrunner_t0_s3 [train] +total_reward:14825.00 total_reward_ma:2175.62 loss:-8.992 fps:122.2 +frame:1.00e+06 wall_t:8186 t:62500 epi:nan +opt_step:187314 lr:0.0003 alpha:0.03292 +2026-02-13 01:52:44 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_roadrunner_t0_s3 [train] +total_reward:15595.00 total_reward_ma:2331.48 loss:-9.709 fps:122.2 +frame:1.01e+06 wall_t:8267 t:63125 epi:nan +opt_step:189189 lr:0.0003 alpha:0.03251 +2026-02-13 01:54:04 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_roadrunner_t0_s3 [train] +total_reward:15858.00 total_reward_ma:2489.91 loss:-10.35 fps:122.2 +frame:1.02e+06 wall_t:8347 t:63750 epi:nan +opt_step:191064 lr:0.0003 alpha:0.0338 +2026-02-13 01:55:24 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_roadrunner_t0_s3 [train] +total_reward:16114.00 total_reward_ma:2650.87 loss:-10.7 fps:122.2 +frame:1.03e+06 wall_t:8427 t:64375 epi:nan +opt_step:192939 lr:0.0003 alpha:0.03433 +2026-02-13 01:56:44 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_roadrunner_t0_s3 [train] +total_reward:16595.00 total_reward_ma:2816.57 loss:-10.66 fps:122.3 +frame:1.04e+06 wall_t:8507 t:65000 epi:nan +opt_step:194814 lr:0.0003 alpha:0.03426 +2026-02-13 01:58:04 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_roadrunner_t0_s3 [train] +total_reward:16799.00 total_reward_ma:2984.21 loss:-10.72 fps:122.3 +frame:1.05e+06 wall_t:8587 t:65625 epi:nan +opt_step:196689 lr:0.0003 alpha:0.0336 +2026-02-13 01:59:24 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_roadrunner_t0_s3 [train] +total_reward:17069.00 total_reward_ma:3154.57 loss:-11.22 fps:122.3 +frame:1.06e+06 wall_t:8666 t:66250 epi:nan +opt_step:198564 lr:0.0003 alpha:0.0337 +2026-02-13 02:00:43 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_roadrunner_t0_s3 [train] +total_reward:17137.00 total_reward_ma:3325.28 loss:-11.07 fps:122.3 +frame:1.07e+06 wall_t:8746 t:66875 epi:nan +opt_step:200439 lr:0.0003 alpha:0.03309 +2026-02-13 02:02:03 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_roadrunner_t0_s3 [train] +total_reward:17308.00 total_reward_ma:3497.15 loss:-11.34 fps:122.4 +frame:1.08e+06 wall_t:8826 t:67500 epi:nan +opt_step:202314 lr:0.0003 alpha:0.033 +2026-02-13 02:03:23 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_roadrunner_t0_s3 [train] +total_reward:17670.00 total_reward_ma:3672.31 loss:-11.59 fps:122.4 +frame:1.09e+06 wall_t:8906 t:68125 epi:nan +opt_step:204189 lr:0.0003 alpha:0.03232 +2026-02-13 02:04:43 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_roadrunner_t0_s3 [train] +total_reward:17716.00 total_reward_ma:3846.97 loss:-11.26 fps:122.4 +frame:1.10e+06 wall_t:8986 t:68750 epi:nan +opt_step:206064 lr:0.0003 alpha:0.03205 +2026-02-13 02:06:03 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_roadrunner_t0_s3 [train] +total_reward:17754.00 total_reward_ma:4020.47 loss:-11.7 fps:122.4 +frame:1.11e+06 wall_t:9066 t:69375 epi:nan +opt_step:207939 lr:0.0003 alpha:0.03282 +2026-02-13 02:07:25 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_roadrunner_t0_s3 [train] +total_reward:17813.00 total_reward_ma:4192.72 loss:-12.06 fps:122.4 +frame:1.12e+06 wall_t:9147 t:70000 epi:nan +opt_step:209814 lr:0.0003 alpha:0.03351 +2026-02-13 02:08:46 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_roadrunner_t0_s3 [train] +total_reward:18201.00 total_reward_ma:4366.76 loss:-11.79 fps:122.4 +frame:1.13e+06 wall_t:9229 t:70625 epi:nan +opt_step:211689 lr:0.0003 alpha:0.0328 +2026-02-13 02:10:06 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_roadrunner_t0_s3 [train] +total_reward:18304.00 total_reward_ma:4539.45 loss:-12.12 fps:122.5 +frame:1.14e+06 wall_t:9309 t:71250 epi:nan +opt_step:213564 lr:0.0003 alpha:0.03318 +2026-02-13 02:11:27 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_roadrunner_t0_s3 [train] +total_reward:18482.00 total_reward_ma:4709.78 loss:-11.66 fps:122.5 +frame:1.15e+06 wall_t:9390 t:71875 epi:nan +opt_step:215439 lr:0.0003 alpha:0.03291 +2026-02-13 02:12:47 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_roadrunner_t0_s3 [train] +total_reward:18543.00 total_reward_ma:4877.32 loss:-12.15 fps:122.5 +frame:1.16e+06 wall_t:9470 t:72500 epi:nan +opt_step:217314 lr:0.0003 alpha:0.03276 +2026-02-13 02:14:07 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_roadrunner_t0_s3 [train] +total_reward:18534.00 total_reward_ma:5042.91 loss:-12.5 fps:122.5 +frame:1.17e+06 wall_t:9550 t:73125 epi:nan +opt_step:219189 lr:0.0003 alpha:0.0336 +2026-02-13 02:15:27 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_roadrunner_t0_s3 [train] +total_reward:18699.00 total_reward_ma:5207.71 loss:-12.42 fps:122.5 +frame:1.18e+06 wall_t:9630 t:73750 epi:nan +opt_step:221064 lr:0.0003 alpha:0.03338 +2026-02-13 02:16:48 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_roadrunner_t0_s3 [train] +total_reward:18746.00 total_reward_ma:5372.36 loss:-12.9 fps:122.5 +frame:1.19e+06 wall_t:9711 t:74375 epi:nan +opt_step:222939 lr:0.0003 alpha:0.03403 +2026-02-13 02:18:09 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_roadrunner_t0_s3 [train] +total_reward:18794.00 total_reward_ma:5541.61 loss:-12.35 fps:122.5 +frame:1.20e+06 wall_t:9792 t:75000 epi:nan +opt_step:224814 lr:0.0003 alpha:0.03392 +2026-02-13 02:19:29 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_roadrunner_t0_s3 [train] +total_reward:18810.00 total_reward_ma:5716.69 loss:-12.86 fps:122.6 +frame:1.21e+06 wall_t:9872 t:75625 epi:nan +opt_step:226689 lr:0.0003 alpha:0.03419 +2026-02-13 02:20:49 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_roadrunner_t0_s3 [train] +total_reward:18777.00 total_reward_ma:5903.40 loss:-12.77 fps:122.6 +frame:1.22e+06 wall_t:9952 t:76250 epi:nan +opt_step:228564 lr:0.0003 alpha:0.03464 +2026-02-13 02:22:09 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_roadrunner_t0_s3 [train] +total_reward:18852.00 total_reward_ma:6091.92 loss:-12.83 fps:122.6 +frame:1.23e+06 wall_t:10032 t:76875 epi:nan +opt_step:230439 lr:0.0003 alpha:0.03532 +2026-02-13 02:23:29 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_roadrunner_t0_s3 [train] +total_reward:18945.00 total_reward_ma:6281.37 loss:-12.98 fps:122.6 +frame:1.24e+06 wall_t:10112 t:77500 epi:nan +opt_step:232314 lr:0.0003 alpha:0.03583 +2026-02-13 02:24:49 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_roadrunner_t0_s3 [train] +total_reward:18965.00 total_reward_ma:6471.02 loss:-12.86 fps:122.6 +frame:1.25e+06 wall_t:10192 t:78125 epi:nan +opt_step:234189 lr:0.0003 alpha:0.03519 +2026-02-13 02:26:08 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_roadrunner_t0_s3 [train] +total_reward:18971.00 total_reward_ma:6660.73 loss:-13.61 fps:122.7 +frame:1.26e+06 wall_t:10271 t:78750 epi:nan +opt_step:236064 lr:0.0003 alpha:0.03572 +2026-02-13 02:27:28 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_roadrunner_t0_s3 [train] +total_reward:19089.00 total_reward_ma:6851.62 loss:-13.82 fps:122.7 +frame:1.27e+06 wall_t:10351 t:79375 epi:nan +opt_step:237939 lr:0.0003 alpha:0.03566 +2026-02-13 02:28:49 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_roadrunner_t0_s3 [train] +total_reward:19125.00 total_reward_ma:7042.87 loss:-13.47 fps:122.7 +frame:1.28e+06 wall_t:10432 t:80000 epi:nan +opt_step:239814 lr:0.0003 alpha:0.0362 +2026-02-13 02:30:09 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_roadrunner_t0_s3 [train] +total_reward:19441.00 total_reward_ma:7237.28 loss:-13.97 fps:122.7 +frame:1.29e+06 wall_t:10512 t:80625 epi:nan +opt_step:241689 lr:0.0003 alpha:0.03724 +2026-02-13 02:31:29 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_roadrunner_t0_s3 [train] +total_reward:19397.00 total_reward_ma:7431.25 loss:-13.83 fps:122.7 +frame:1.30e+06 wall_t:10592 t:81250 epi:nan +opt_step:243564 lr:0.0003 alpha:0.03816 +2026-02-13 02:32:49 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_roadrunner_t0_s3 [train] +total_reward:19369.00 total_reward_ma:7624.69 loss:-14.4 fps:122.8 +frame:1.31e+06 wall_t:10672 t:81875 epi:nan +opt_step:245439 lr:0.0003 alpha:0.03758 +2026-02-13 02:34:09 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_roadrunner_t0_s3 [train] +total_reward:19479.00 total_reward_ma:7818.84 loss:-14.49 fps:122.8 +frame:1.32e+06 wall_t:10752 t:82500 epi:nan +opt_step:247314 lr:0.0003 alpha:0.03809 +2026-02-13 02:35:32 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_roadrunner_t0_s3 [train] +total_reward:19784.00 total_reward_ma:8016.11 loss:-14.23 fps:122.8 +frame:1.33e+06 wall_t:10835 t:83125 epi:nan +opt_step:249189 lr:0.0003 alpha:0.03971 +2026-02-13 02:36:54 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_roadrunner_t0_s3 [train] +total_reward:19921.00 total_reward_ma:8215.01 loss:-13.99 fps:122.7 +frame:1.34e+06 wall_t:10917 t:83750 epi:nan +opt_step:251064 lr:0.0003 alpha:0.03844 +2026-02-13 02:38:16 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_roadrunner_t0_s3 [train] +total_reward:20142.00 total_reward_ma:8416.13 loss:-14.71 fps:122.7 +frame:1.35e+06 wall_t:10999 t:84375 epi:nan +opt_step:252939 lr:0.0003 alpha:0.03886 +2026-02-13 02:39:38 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_roadrunner_t0_s3 [train] +total_reward:20290.00 total_reward_ma:8618.69 loss:-14.82 fps:122.7 +frame:1.36e+06 wall_t:11081 t:85000 epi:nan +opt_step:254814 lr:0.0003 alpha:0.04059 +2026-02-13 02:41:00 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_roadrunner_t0_s3 [train] +total_reward:20395.00 total_reward_ma:8821.70 loss:-14.88 fps:122.7 +frame:1.37e+06 wall_t:11162 t:85625 epi:nan +opt_step:256689 lr:0.0003 alpha:0.03973 +2026-02-13 02:42:22 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_roadrunner_t0_s3 [train] +total_reward:20538.00 total_reward_ma:9025.76 loss:-14.74 fps:122.7 +frame:1.38e+06 wall_t:11245 t:86250 epi:nan +opt_step:258564 lr:0.0003 alpha:0.04025 +2026-02-13 02:43:43 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_roadrunner_t0_s3 [train] +total_reward:20565.00 total_reward_ma:9229.58 loss:-14.87 fps:122.7 +frame:1.39e+06 wall_t:11326 t:86875 epi:nan +opt_step:260439 lr:0.0003 alpha:0.04166 +2026-02-13 02:45:03 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_roadrunner_t0_s3 [train] +total_reward:20649.00 total_reward_ma:9433.37 loss:-15.31 fps:122.7 +frame:1.40e+06 wall_t:11406 t:87500 epi:nan +opt_step:262314 lr:0.0003 alpha:0.04218 +2026-02-13 02:46:24 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_roadrunner_t0_s3 [train] +total_reward:20670.00 total_reward_ma:9636.21 loss:-15.39 fps:122.8 +frame:1.41e+06 wall_t:11486 t:88125 epi:nan +opt_step:264189 lr:0.0003 alpha:0.04251 +2026-02-13 02:47:44 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_roadrunner_t0_s3 [train] +total_reward:20768.00 total_reward_ma:9837.68 loss:-15.38 fps:122.8 +frame:1.42e+06 wall_t:11567 t:88750 epi:nan +opt_step:266064 lr:0.0003 alpha:0.04212 +2026-02-13 02:49:05 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_roadrunner_t0_s3 [train] +total_reward:20844.00 total_reward_ma:10038.88 loss:-15.42 fps:122.8 +frame:1.43e+06 wall_t:11648 t:89375 epi:nan +opt_step:267939 lr:0.0003 alpha:0.04298 +2026-02-13 02:50:27 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_roadrunner_t0_s3 [train] +total_reward:20682.00 total_reward_ma:10236.98 loss:-15.72 fps:122.8 +frame:1.44e+06 wall_t:11730 t:90000 epi:nan +opt_step:269814 lr:0.0003 alpha:0.04287 +2026-02-13 02:51:49 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_roadrunner_t0_s3 [train] +total_reward:20478.00 total_reward_ma:10432.65 loss:-16.06 fps:122.8 +frame:1.45e+06 wall_t:11812 t:90625 epi:nan +opt_step:271689 lr:0.0003 alpha:0.04475 +2026-02-13 02:53:09 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_roadrunner_t0_s3 [train] +total_reward:20429.00 total_reward_ma:10627.93 loss:-16.12 fps:122.8 +frame:1.46e+06 wall_t:11891 t:91250 epi:nan +opt_step:273564 lr:0.0003 alpha:0.04554 +2026-02-13 02:54:29 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_roadrunner_t0_s3 [train] +total_reward:20325.00 total_reward_ma:10822.18 loss:-16.28 fps:122.8 +frame:1.47e+06 wall_t:11972 t:91875 epi:nan +opt_step:275439 lr:0.0003 alpha:0.04574 +2026-02-13 02:55:52 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_roadrunner_t0_s3 [train] +total_reward:20140.00 total_reward_ma:11015.31 loss:-16.29 fps:122.8 +frame:1.48e+06 wall_t:12055 t:92500 epi:nan +opt_step:277314 lr:0.0003 alpha:0.0464 +2026-02-13 02:57:12 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_roadrunner_t0_s3 [train] +total_reward:20118.00 total_reward_ma:11209.26 loss:-16.52 fps:122.8 +frame:1.49e+06 wall_t:12134 t:93125 epi:nan +opt_step:279189 lr:0.0003 alpha:0.0467 +2026-02-13 02:58:32 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_roadrunner_t0_s3 [train] +total_reward:20361.00 total_reward_ma:11405.74 loss:-16.75 fps:122.8 +frame:1.50e+06 wall_t:12215 t:93750 epi:nan +opt_step:281064 lr:0.0003 alpha:0.04772 +2026-02-13 02:59:54 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_roadrunner_t0_s3 [train] +total_reward:20197.00 total_reward_ma:11600.26 loss:-16.93 fps:122.8 +frame:1.51e+06 wall_t:12297 t:94375 epi:nan +opt_step:282939 lr:0.0003 alpha:0.04831 +2026-02-13 03:01:16 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_roadrunner_t0_s3 [train] +total_reward:20159.00 total_reward_ma:11794.02 loss:-16.63 fps:122.8 +frame:1.52e+06 wall_t:12379 t:95000 epi:nan +opt_step:284814 lr:0.0003 alpha:0.04902 +2026-02-13 03:02:39 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_roadrunner_t0_s3 [train] +total_reward:19983.00 total_reward_ma:11985.92 loss:-17.3 fps:122.8 +frame:1.53e+06 wall_t:12462 t:95625 epi:nan +opt_step:286689 lr:0.0003 alpha:0.04831 +2026-02-13 03:04:02 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_roadrunner_t0_s3 [train] +total_reward:19917.00 total_reward_ma:12176.03 loss:-17.42 fps:122.8 +frame:1.54e+06 wall_t:12545 t:96250 epi:nan +opt_step:288564 lr:0.0003 alpha:0.04944 +2026-02-13 03:05:24 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_roadrunner_t0_s3 [train] +total_reward:19963.00 total_reward_ma:12365.52 loss:-17.41 fps:122.8 +frame:1.55e+06 wall_t:12627 t:96875 epi:nan +opt_step:290439 lr:0.0003 alpha:0.04924 +2026-02-13 03:06:45 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_roadrunner_t0_s3 [train] +total_reward:19885.00 total_reward_ma:12552.16 loss:-18.01 fps:122.8 +frame:1.56e+06 wall_t:12708 t:97500 epi:nan +opt_step:292314 lr:0.0003 alpha:0.04992 +2026-02-13 03:08:06 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_roadrunner_t0_s3 [train] +total_reward:19575.00 total_reward_ma:12734.17 loss:-17.67 fps:122.8 +frame:1.57e+06 wall_t:12789 t:98125 epi:nan +opt_step:294189 lr:0.0003 alpha:0.05093 +2026-02-13 03:09:27 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_roadrunner_t0_s3 [train] +total_reward:19726.00 total_reward_ma:12916.18 loss:-17.87 fps:122.8 +frame:1.58e+06 wall_t:12870 t:98750 epi:nan +opt_step:296064 lr:0.0003 alpha:0.05032 +2026-02-13 03:10:49 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_roadrunner_t0_s3 [train] +total_reward:19780.00 total_reward_ma:13097.07 loss:-17.92 fps:122.8 +frame:1.59e+06 wall_t:12951 t:99375 epi:nan +opt_step:297939 lr:0.0003 alpha:0.05081 +2026-02-13 03:12:09 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_roadrunner_t0_s3 [train] +total_reward:19515.00 total_reward_ma:13274.24 loss:-18.3 fps:122.8 +frame:1.60e+06 wall_t:13032 t:100000 epi:nan +opt_step:299814 lr:0.0003 alpha:0.05117 +2026-02-13 03:13:29 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_roadrunner_t0_s3 [train] +total_reward:19474.00 total_reward_ma:13449.09 loss:-18.38 fps:122.8 +frame:1.61e+06 wall_t:13112 t:100625 epi:nan +opt_step:301689 lr:0.0003 alpha:0.05176 +2026-02-13 03:14:50 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_roadrunner_t0_s3 [train] +total_reward:19513.00 total_reward_ma:13623.34 loss:-18.32 fps:122.8 +frame:1.62e+06 wall_t:13193 t:101250 epi:nan +opt_step:303564 lr:0.0003 alpha:0.05211 +2026-02-13 03:16:10 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_roadrunner_t0_s3 [train] +total_reward:19520.00 total_reward_ma:13796.67 loss:-18.61 fps:122.8 +frame:1.63e+06 wall_t:13273 t:101875 epi:nan +opt_step:305439 lr:0.0003 alpha:0.05238 +2026-02-13 03:17:31 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_roadrunner_t0_s3 [train] +total_reward:19583.00 total_reward_ma:13969.76 loss:-18.49 fps:122.8 +frame:1.64e+06 wall_t:13354 t:102500 epi:nan +opt_step:307314 lr:0.0003 alpha:0.05254 +2026-02-13 03:18:54 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_roadrunner_t0_s3 [train] +total_reward:19347.00 total_reward_ma:14141.00 loss:-18.89 fps:122.8 +frame:1.65e+06 wall_t:13436 t:103125 epi:nan +opt_step:309189 lr:0.0003 alpha:0.0523 +2026-02-13 03:20:15 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_roadrunner_t0_s3 [train] +total_reward:19381.00 total_reward_ma:14312.98 loss:-18.57 fps:122.8 +frame:1.66e+06 wall_t:13518 t:103750 epi:nan +opt_step:311064 lr:0.0003 alpha:0.05412 +2026-02-13 03:21:35 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_roadrunner_t0_s3 [train] +total_reward:19418.00 total_reward_ma:14485.91 loss:-18.63 fps:122.8 +frame:1.67e+06 wall_t:13598 t:104375 epi:nan +opt_step:312939 lr:0.0003 alpha:0.05444 +2026-02-13 03:22:56 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_roadrunner_t0_s3 [train] +total_reward:19537.00 total_reward_ma:14660.91 loss:-18.49 fps:122.8 +frame:1.68e+06 wall_t:13678 t:105000 epi:nan +opt_step:314814 lr:0.0003 alpha:0.05494 +2026-02-13 03:24:17 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_roadrunner_t0_s3 [train] +total_reward:19467.00 total_reward_ma:14836.16 loss:-19.54 fps:122.8 +frame:1.69e+06 wall_t:13760 t:105625 epi:nan +opt_step:316689 lr:0.0003 alpha:0.05452 +2026-02-13 03:25:38 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_roadrunner_t0_s3 [train] +total_reward:19321.00 total_reward_ma:15010.28 loss:-18.85 fps:122.8 +frame:1.70e+06 wall_t:13841 t:106250 epi:nan +opt_step:318564 lr:0.0003 alpha:0.05581 +2026-02-13 03:27:00 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_roadrunner_t0_s3 [train] +total_reward:19494.00 total_reward_ma:15186.60 loss:-19.18 fps:122.8 +frame:1.71e+06 wall_t:13923 t:106875 epi:nan +opt_step:320439 lr:0.0003 alpha:0.05584 +2026-02-13 03:28:21 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_roadrunner_t0_s3 [train] +total_reward:19436.00 total_reward_ma:15362.46 loss:-19.28 fps:122.8 +frame:1.72e+06 wall_t:14004 t:107500 epi:nan +opt_step:322314 lr:0.0003 alpha:0.05693 +2026-02-13 03:29:42 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_roadrunner_t0_s3 [train] +total_reward:19430.00 total_reward_ma:15538.70 loss:-19.07 fps:122.8 +frame:1.73e+06 wall_t:14085 t:108125 epi:nan +opt_step:324189 lr:0.0003 alpha:0.05725 +2026-02-13 03:31:03 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_roadrunner_t0_s3 [train] +total_reward:19245.00 total_reward_ma:15713.32 loss:-19.41 fps:122.8 +frame:1.74e+06 wall_t:14166 t:108750 epi:nan +opt_step:326064 lr:0.0003 alpha:0.05671 +2026-02-13 03:32:23 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_roadrunner_t0_s3 [train] +total_reward:19121.00 total_reward_ma:15887.28 loss:-19.97 fps:122.8 +frame:1.75e+06 wall_t:14246 t:109375 epi:nan +opt_step:327939 lr:0.0003 alpha:0.05689 +2026-02-13 03:33:44 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_roadrunner_t0_s3 [train] +total_reward:19435.00 total_reward_ma:16064.93 loss:-19.55 fps:122.8 +frame:1.76e+06 wall_t:14327 t:110000 epi:nan +opt_step:329814 lr:0.0003 alpha:0.05684 +2026-02-13 03:35:05 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_roadrunner_t0_s3 [train] +total_reward:19639.00 total_reward_ma:16245.26 loss:-19.45 fps:122.8 +frame:1.77e+06 wall_t:14408 t:110625 epi:nan +opt_step:331689 lr:0.0003 alpha:0.05748 +2026-02-13 03:36:25 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_roadrunner_t0_s3 [train] +total_reward:19521.00 total_reward_ma:16424.55 loss:-20.23 fps:122.9 +frame:1.78e+06 wall_t:14488 t:111250 epi:nan +opt_step:333564 lr:0.0003 alpha:0.05689 +2026-02-13 03:37:45 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_roadrunner_t0_s3 [train] +total_reward:19679.00 total_reward_ma:16606.05 loss:-20.13 fps:122.9 +frame:1.79e+06 wall_t:14568 t:111875 epi:nan +opt_step:335439 lr:0.0003 alpha:0.05794 +2026-02-13 03:39:06 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_roadrunner_t0_s3 [train] +total_reward:20012.00 total_reward_ma:16791.16 loss:-19.96 fps:122.9 +frame:1.80e+06 wall_t:14649 t:112500 epi:nan +opt_step:337314 lr:0.0003 alpha:0.05842 +2026-02-13 03:40:27 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_roadrunner_t0_s3 [train] +total_reward:20016.00 total_reward_ma:16975.51 loss:-19.82 fps:122.9 +frame:1.81e+06 wall_t:14730 t:113125 epi:nan +opt_step:339189 lr:0.0003 alpha:0.05848 +2026-02-13 03:41:47 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_roadrunner_t0_s3 [train] +total_reward:20133.00 total_reward_ma:17160.25 loss:-19.91 fps:122.9 +frame:1.82e+06 wall_t:14810 t:113750 epi:nan +opt_step:341064 lr:0.0003 alpha:0.05784 +2026-02-13 03:43:10 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_roadrunner_t0_s3 [train] +total_reward:20131.00 total_reward_ma:17345.03 loss:-20.35 fps:122.9 +frame:1.83e+06 wall_t:14893 t:114375 epi:nan +opt_step:342939 lr:0.0003 alpha:0.05839 +2026-02-13 03:44:30 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_roadrunner_t0_s3 [train] +total_reward:20278.00 total_reward_ma:17529.29 loss:-20.13 fps:122.9 +frame:1.84e+06 wall_t:14972 t:115000 epi:nan +opt_step:344814 lr:0.0003 alpha:0.05795 +2026-02-13 03:45:50 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_roadrunner_t0_s3 [train] +total_reward:20228.00 total_reward_ma:17710.47 loss:-19.58 fps:122.9 +frame:1.85e+06 wall_t:15053 t:115625 epi:nan +opt_step:346689 lr:0.0003 alpha:0.05807 +2026-02-13 03:47:12 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_roadrunner_t0_s3 [train] +total_reward:20205.00 total_reward_ma:17887.52 loss:-20.1 fps:122.9 +frame:1.86e+06 wall_t:15135 t:116250 epi:nan +opt_step:348564 lr:0.0003 alpha:0.05827 +2026-02-13 03:48:33 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_roadrunner_t0_s3 [train] +total_reward:20187.00 total_reward_ma:18057.07 loss:-20.62 fps:122.9 +frame:1.87e+06 wall_t:15215 t:116875 epi:nan +opt_step:350439 lr:0.0003 alpha:0.05922 +2026-02-13 03:49:53 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_roadrunner_t0_s3 [train] +total_reward:20312.00 total_reward_ma:18220.13 loss:-20.63 fps:122.9 +frame:1.88e+06 wall_t:15295 t:117500 epi:nan +opt_step:352314 lr:0.0003 alpha:0.05918 +2026-02-13 03:51:14 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_roadrunner_t0_s3 [train] +total_reward:20677.00 total_reward_ma:18378.71 loss:-20.24 fps:122.9 +frame:1.89e+06 wall_t:15376 t:118125 epi:nan +opt_step:354189 lr:0.0003 alpha:0.05942 +2026-02-13 03:52:33 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_roadrunner_t0_s3 [train] +total_reward:20609.00 total_reward_ma:18526.97 loss:-20.44 fps:122.9 +frame:1.90e+06 wall_t:15456 t:118750 epi:nan +opt_step:356064 lr:0.0003 alpha:0.05961 +2026-02-13 03:53:53 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_roadrunner_t0_s3 [train] +total_reward:20684.00 total_reward_ma:18664.43 loss:-21 fps:122.9 +frame:1.91e+06 wall_t:15536 t:119375 epi:nan +opt_step:357939 lr:0.0003 alpha:0.0594 +2026-02-13 03:55:13 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_roadrunner_t0_s3 [train] +total_reward:20565.00 total_reward_ma:18791.36 loss:-20.54 fps:123 +frame:1.92e+06 wall_t:15616 t:120000 epi:nan +opt_step:359814 lr:0.0003 alpha:0.059 +2026-02-13 03:56:34 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_roadrunner_t0_s3 [train] +total_reward:20704.00 total_reward_ma:18908.16 loss:-20.68 fps:123 +frame:1.93e+06 wall_t:15697 t:120625 epi:nan +opt_step:361689 lr:0.0003 alpha:0.05857 +2026-02-13 03:57:54 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_roadrunner_t0_s3 [train] +total_reward:20717.00 total_reward_ma:19012.60 loss:-20.17 fps:123 +frame:1.94e+06 wall_t:15777 t:121250 epi:nan +opt_step:363564 lr:0.0003 alpha:0.05918 +2026-02-13 03:59:15 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_roadrunner_t0_s3 [train] +total_reward:20749.00 total_reward_ma:19106.57 loss:-20.43 fps:123 +frame:1.95e+06 wall_t:15858 t:121875 epi:nan +opt_step:365439 lr:0.0003 alpha:0.05998 +2026-02-13 04:00:37 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_roadrunner_t0_s3 [train] +total_reward:20676.00 total_reward_ma:19192.50 loss:-20.71 fps:123 +frame:1.96e+06 wall_t:15940 t:122500 epi:nan +opt_step:367314 lr:0.0003 alpha:0.06018 +2026-02-13 04:01:56 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_roadrunner_t0_s3 [train] +total_reward:20854.00 total_reward_ma:19271.29 loss:-20.99 fps:123 +frame:1.97e+06 wall_t:16019 t:123125 epi:nan +opt_step:369189 lr:0.0003 alpha:0.06037 +2026-02-13 04:03:14 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_roadrunner_t0_s3 [train] +total_reward:21144.00 total_reward_ma:19345.90 loss:-20.76 fps:123 +frame:1.98e+06 wall_t:16097 t:123750 epi:nan +opt_step:371064 lr:0.0003 alpha:0.06122 +2026-02-13 04:04:31 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_roadrunner_t0_s3 [train] +total_reward:21310.00 total_reward_ma:19413.27 loss:-21.07 fps:123 +frame:1.99e+06 wall_t:16174 t:124375 epi:nan +opt_step:372939 lr:0.0003 alpha:0.06112 +2026-02-13 04:05:41 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_roadrunner_t0_s3 [train] +total_reward:21347.00 total_reward_ma:19478.49 loss:-21.34 fps:123.1 +frame:2.00e+06 wall_t:16244 t:125000 epi:nan +opt_step:374814 lr:0.0003 alpha:0.06098 +2026-02-13 04:05:41 | INFO | PID:1327 | slm_lab.lib.logger:info | Session 3 done diff --git a/data/sac_atari_roadrunner_2026_02_12_233449/sac_atari_roadrunner_spec.json b/data/sac_atari_roadrunner_2026_02_12_233449/sac_atari_roadrunner_spec.json new file mode 100644 index 0000000000000000000000000000000000000000..244a8efd486404c33a2d65865a8b2f3e3e9ce733 --- /dev/null +++ b/data/sac_atari_roadrunner_2026_02_12_233449/sac_atari_roadrunner_spec.json @@ -0,0 +1,98 @@ +{ + "agent": { + "name": "SoftActorCritic", + "algorithm": { + "name": "SoftActorCritic", + 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b/data/sac_atari_robotank_2026_02_12_233446/info/sac_atari_robotank_t0_trial_metrics_scalar.json new file mode 100644 index 0000000000000000000000000000000000000000..0178bb86dcba56e96ab4557e22db5469ac172425 --- /dev/null +++ b/data/sac_atari_robotank_2026_02_12_233446/info/sac_atari_robotank_t0_trial_metrics_scalar.json @@ -0,0 +1,11 @@ +{ + "frame": 2000000.0, + "total_reward_ma": 9.056774139404297, + "strength": 3.602900266647339, + "max_strength": 8.477500915527344, + "final_strength": 8.117500305175781, + "sample_efficiency": 9.670814904438885e-08, + "training_efficiency": 2.79767391475616e-07, + "stability": 0.9959055185317993, + "consistency": 0.741500198841095 +} \ No newline at end of file diff --git a/data/sac_atari_robotank_2026_02_12_233446/log/sac_atari_robotank_t0.log b/data/sac_atari_robotank_2026_02_12_233446/log/sac_atari_robotank_t0.log new file mode 100644 index 0000000000000000000000000000000000000000..e22352c32099ae231abdd47098f6dbbc134304ee --- /dev/null +++ b/data/sac_atari_robotank_2026_02_12_233446/log/sac_atari_robotank_t0.log @@ -0,0 +1,5 @@ +2026-02-13 04:02:26 | INFO | PID:1182 | slm_lab.lib.logger:info | trial_metrics: frame:2.00e+06 | total_reward_ma:9.06 | strength:3.603 | max_strength:8.478 | final_strength:8.118 | sample_efficiency:9.671e-08 | training_efficiency:2.798e-07 | stability:0.9959 | consistency:0.7415 +2026-02-13 04:02:26 | INFO | PID:1182 | slm_lab.lib.logger:info | Trial 0 done +2026-02-13 04:02:26 | INFO | PID:1182 | slm_lab.cli.main:run_spec | Output: data/sac_atari_robotank_2026_02_12_233446 +2026-02-13 04:02:26 | INFO | PID:1182 | slm_lab.lib.hf:cleanup_models | Cleanup saved 310.3 MB +2026-02-13 04:02:26 | INFO | PID:1182 | slm_lab.lib.hf:upload | Uploading data/sac_atari_robotank_2026_02_12_233446 to SLM-Lab/benchmark-dev/data/sac_atari_robotank_2026_02_12_233446... diff --git a/data/sac_atari_robotank_2026_02_12_233446/log/sac_atari_robotank_t0_s0.log b/data/sac_atari_robotank_2026_02_12_233446/log/sac_atari_robotank_t0_s0.log new file mode 100644 index 0000000000000000000000000000000000000000..e79f9f5ad554b6c4eef940acfb9d520cda344b50 --- /dev/null +++ b/data/sac_atari_robotank_2026_02_12_233446/log/sac_atari_robotank_t0_s0.log @@ -0,0 +1,982 @@ +2026-02-12 23:34:51 | INFO | PID:1322 | slm_lab.env:_make_vector_env | AtariVectorEnv: 16 envs, native preprocessing +2026-02-12 23:35:43 | INFO | PID:1322 | slm_lab.lib.perf:log_perf_setup | Performance setup: +Platform: GPU NVIDIA RTX A4500 (compute 8.6) +• GPU cuDNN benchmark: enabled +• GPU memory management: enabled +• GPU TF32 acceleration: enabled +2026-02-12 23:35:43 | INFO | PID:1322 | slm_lab.lib.logger:info | SoftActorCritic: +algorithm_spec: + name: SoftActorCritic + action_pdtype: Categorical + action_policy: default + gamma: 0.99 + training_start_step: 1000 + training_frequency: 4 + training_iter: 3 +name: SoftActorCritic +memory_spec: + name: Replay + batch_size: 256 + max_size: 200000 + use_cer: false +action_pdtype: Categorical +training_iter: 3 +training_start_step: 1000 +policy_delay: 1 +entropy_penalty_coef: 0.0 +gamma: 0.99 +training_frequency: 4 +to_train: 0 +_train_step: 0 +shared: False +net: (device:cuda:0) ConvNet( + (conv_model): Sequential( + (0): Conv2d(4, 32, kernel_size=(8, 8), stride=(4, 4)) + (1): ReLU() + (2): Conv2d(32, 64, kernel_size=(4, 4), stride=(2, 2)) + (3): ReLU() + (4): Conv2d(64, 64, kernel_size=(3, 3), stride=(1, 1)) + (5): ReLU() + ) + (fc_model): Sequential( + (0): Linear(in_features=3136, out_features=512, bias=True) + (1): ReLU() + ) + (tails): Sequential( + (0): Linear(in_features=512, out_features=18, bias=True) + ) + (loss_fn): SmoothL1Loss() +) +optim: AdamW ( +Parameter Group 0 + amsgrad: False + betas: (0.9, 0.999) + capturable: False + decoupled_weight_decay: True + differentiable: False + eps: 0.0001 + foreach: None + fused: None + lr: 0.0003 + maximize: False + weight_decay: 0.01 +) +q1_net: (device:cuda:0) ConvNet( + (conv_model): Sequential( + (0): Conv2d(4, 32, kernel_size=(8, 8), stride=(4, 4)) + (1): ReLU() + (2): Conv2d(32, 64, kernel_size=(4, 4), stride=(2, 2)) + (3): ReLU() + (4): Conv2d(64, 64, kernel_size=(3, 3), stride=(1, 1)) + (5): ReLU() + ) + (fc_model): Sequential( + (0): Linear(in_features=3136, out_features=512, bias=True) + (1): ReLU() + ) + (tails): Sequential( + (0): Linear(in_features=512, out_features=18, bias=True) + ) + (loss_fn): SmoothL1Loss() +) +target_q1_net: (device:cuda:0) ConvNet( + (conv_model): Sequential( + (0): Conv2d(4, 32, kernel_size=(8, 8), stride=(4, 4)) + (1): ReLU() + (2): Conv2d(32, 64, kernel_size=(4, 4), stride=(2, 2)) + (3): ReLU() + (4): Conv2d(64, 64, kernel_size=(3, 3), stride=(1, 1)) + (5): ReLU() + ) + (fc_model): Sequential( + (0): Linear(in_features=3136, out_features=512, bias=True) + (1): ReLU() + ) + (tails): Sequential( + (0): Linear(in_features=512, out_features=18, bias=True) + ) + (loss_fn): SmoothL1Loss() +) +q1_optim: AdamW ( +Parameter Group 0 + amsgrad: False + betas: (0.9, 0.999) + capturable: False + decoupled_weight_decay: True + differentiable: False + eps: 0.0001 + foreach: None + fused: None + lr: 0.0003 + maximize: False + weight_decay: 0.01 +) +q2_net: (device:cuda:0) ConvNet( + (conv_model): Sequential( + (0): Conv2d(4, 32, kernel_size=(8, 8), stride=(4, 4)) + (1): ReLU() + (2): Conv2d(32, 64, kernel_size=(4, 4), stride=(2, 2)) + (3): ReLU() + (4): Conv2d(64, 64, kernel_size=(3, 3), stride=(1, 1)) + (5): ReLU() + ) + (fc_model): Sequential( + (0): Linear(in_features=3136, out_features=512, bias=True) + (1): ReLU() + ) + (tails): Sequential( + (0): Linear(in_features=512, out_features=18, bias=True) + ) + (loss_fn): SmoothL1Loss() +) +target_q2_net: (device:cuda:0) ConvNet( + (conv_model): Sequential( + (0): Conv2d(4, 32, kernel_size=(8, 8), stride=(4, 4)) + (1): ReLU() + (2): Conv2d(32, 64, kernel_size=(4, 4), stride=(2, 2)) + (3): ReLU() + (4): Conv2d(64, 64, kernel_size=(3, 3), stride=(1, 1)) + (5): ReLU() + ) + (fc_model): Sequential( + (0): Linear(in_features=3136, out_features=512, bias=True) + (1): ReLU() + ) + (tails): Sequential( + (0): Linear(in_features=512, out_features=18, bias=True) + ) + (loss_fn): SmoothL1Loss() +) +q2_optim: AdamW ( +Parameter Group 0 + amsgrad: False + betas: (0.9, 0.999) + capturable: False + decoupled_weight_decay: True + differentiable: False + eps: 0.0001 + foreach: None + fused: None + lr: 0.0003 + maximize: False + weight_decay: 0.01 +) +net_names: ['net', 'q1_net', 'target_q1_net', 'q2_net', 'target_q2_net'] +target_entropy: 1.7342230547376987 +log_alpha: tensor([0.], device='cuda:0', requires_grad=True) +alpha: tensor([1.], device='cuda:0') +alpha_optim: AdamW ( +Parameter Group 0 + amsgrad: False + betas: (0.9, 0.999) + capturable: False + decoupled_weight_decay: True + differentiable: False + eps: 0.0001 + foreach: None + fused: None + lr: 0.0003 + maximize: False + weight_decay: 0.01 +) +2026-02-12 23:36:56 | INFO | PID:1322 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_robotank_t0_s0 [train] +total_reward:0.43 total_reward_ma:0.43 loss:-17.58 fps:81.97 +frame:1.00e+04 wall_t:122 t:625 epi:nan +opt_step:1689 lr:0.0003 alpha:0.6317 +2026-02-12 23:38:15 | INFO | PID:1322 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_robotank_t0_s0 [train] +total_reward:0.00 total_reward_ma:0.21 loss:-26.64 fps:99.5 +frame:2.00e+04 wall_t:201 t:1250 epi:nan +opt_step:3564 lr:0.0003 alpha:0.405 +2026-02-12 23:39:34 | INFO | PID:1322 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_robotank_t0_s0 [train] +total_reward:1.20 total_reward_ma:0.54 loss:-32.86 fps:107.1 +frame:3.00e+04 wall_t:280 t:1875 epi:nan +opt_step:5439 lr:0.0003 alpha:0.2661 +2026-02-12 23:40:55 | INFO | PID:1322 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_robotank_t0_s0 [train] +total_reward:1.20 total_reward_ma:0.71 loss:-34.82 fps:110.8 +frame:4.00e+04 wall_t:361 t:2500 epi:nan +opt_step:7314 lr:0.0003 alpha:0.1766 +2026-02-12 23:42:16 | INFO | PID:1322 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_robotank_t0_s0 [train] +total_reward:1.45 total_reward_ma:0.86 loss:-35.09 fps:113.1 +frame:5.00e+04 wall_t:442 t:3125 epi:nan +opt_step:9189 lr:0.0003 alpha:0.1177 +2026-02-12 23:43:36 | INFO | PID:1322 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_robotank_t0_s0 [train] +total_reward:1.94 total_reward_ma:1.04 loss:-34.26 fps:114.9 +frame:6.00e+04 wall_t:522 t:3750 epi:nan +opt_step:11064 lr:0.0003 alpha:0.07875 +2026-02-12 23:44:55 | INFO | PID:1322 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_robotank_t0_s0 [train] +total_reward:2.17 total_reward_ma:1.20 loss:-32.54 fps:116.5 +frame:7.00e+04 wall_t:601 t:4375 epi:nan +opt_step:12939 lr:0.0003 alpha:0.05286 +2026-02-12 23:46:15 | INFO | PID:1322 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_robotank_t0_s0 [train] +total_reward:2.08 total_reward_ma:1.31 loss:-30.29 fps:117.5 +frame:8.00e+04 wall_t:681 t:5000 epi:nan +opt_step:14814 lr:0.0003 alpha:0.03564 +2026-02-12 23:47:35 | INFO | PID:1322 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_robotank_t0_s0 [train] +total_reward:2.04 total_reward_ma:1.39 loss:-28.92 fps:118.3 +frame:9.00e+04 wall_t:761 t:5625 epi:nan +opt_step:16689 lr:0.0003 alpha:0.02416 +2026-02-12 23:48:54 | INFO | PID:1322 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_robotank_t0_s0 [train] +total_reward:2.15 total_reward_ma:1.47 loss:-26.76 fps:119 +frame:1.00e+05 wall_t:840 t:6250 epi:nan +opt_step:18564 lr:0.0003 alpha:0.01652 +2026-02-12 23:50:14 | INFO | PID:1322 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_robotank_t0_s0 [train] +total_reward:2.08 total_reward_ma:1.52 loss:-24.74 fps:119.6 +frame:1.10e+05 wall_t:920 t:6875 epi:nan +opt_step:20439 lr:0.0003 alpha:0.01144 +2026-02-12 23:51:33 | INFO | PID:1322 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_robotank_t0_s0 [train] +total_reward:2.22 total_reward_ma:1.58 loss:-22.66 fps:120.1 +frame:1.20e+05 wall_t:999 t:7500 epi:nan +opt_step:22314 lr:0.0003 alpha:0.00803 +2026-02-12 23:52:54 | INFO | PID:1322 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_robotank_t0_s0 [train] +total_reward:2.14 total_reward_ma:1.62 loss:-21.11 fps:120.4 +frame:1.30e+05 wall_t:1080 t:8125 epi:nan +opt_step:24189 lr:0.0003 alpha:0.006738 +2026-02-12 23:54:14 | INFO | PID:1322 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_robotank_t0_s0 [train] +total_reward:2.15 total_reward_ma:1.66 loss:-19.3 fps:120.7 +frame:1.40e+05 wall_t:1160 t:8750 epi:nan +opt_step:26064 lr:0.0003 alpha:0.006738 +2026-02-12 23:55:34 | INFO | PID:1322 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_robotank_t0_s0 [train] +total_reward:2.32 total_reward_ma:1.71 loss:-18.03 fps:121 +frame:1.50e+05 wall_t:1240 t:9375 epi:nan +opt_step:27939 lr:0.0003 alpha:0.006738 +2026-02-12 23:56:54 | INFO | PID:1322 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_robotank_t0_s0 [train] +total_reward:2.39 total_reward_ma:1.75 loss:-16.61 fps:121.2 +frame:1.60e+05 wall_t:1320 t:10000 epi:nan +opt_step:29814 lr:0.0003 alpha:0.006738 +2026-02-12 23:58:13 | INFO | PID:1322 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_robotank_t0_s0 [train] +total_reward:2.46 total_reward_ma:1.79 loss:-15.33 fps:121.5 +frame:1.70e+05 wall_t:1399 t:10625 epi:nan +opt_step:31689 lr:0.0003 alpha:0.006738 +2026-02-12 23:59:34 | INFO | PID:1322 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_robotank_t0_s0 [train] +total_reward:2.44 total_reward_ma:1.83 loss:-14.27 fps:121.6 +frame:1.80e+05 wall_t:1480 t:11250 epi:nan +opt_step:33564 lr:0.0003 alpha:0.006738 +2026-02-13 00:00:54 | INFO | PID:1322 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_robotank_t0_s0 [train] +total_reward:2.44 total_reward_ma:1.86 loss:-13.15 fps:121.8 +frame:1.90e+05 wall_t:1560 t:11875 epi:nan +opt_step:35439 lr:0.0003 alpha:0.006738 +2026-02-13 00:02:15 | INFO | PID:1322 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_robotank_t0_s0 [train] +total_reward:2.58 total_reward_ma:1.89 loss:-12.17 fps:121.9 +frame:2.00e+05 wall_t:1641 t:12500 epi:nan +opt_step:37314 lr:0.0003 alpha:0.006738 +2026-02-13 00:03:34 | INFO | PID:1322 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_robotank_t0_s0 [train] +total_reward:2.62 total_reward_ma:1.93 loss:-11.3 fps:122.1 +frame:2.10e+05 wall_t:1720 t:13125 epi:nan +opt_step:39189 lr:0.0003 alpha:0.006738 +2026-02-13 00:04:55 | INFO | PID:1322 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_robotank_t0_s0 [train] +total_reward:2.58 total_reward_ma:1.96 loss:-10.52 fps:122.2 +frame:2.20e+05 wall_t:1801 t:13750 epi:nan +opt_step:41064 lr:0.0003 alpha:0.006738 +2026-02-13 00:06:14 | INFO | PID:1322 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_robotank_t0_s0 [train] +total_reward:2.52 total_reward_ma:1.98 loss:-9.771 fps:122.3 +frame:2.30e+05 wall_t:1880 t:14375 epi:nan +opt_step:42939 lr:0.0003 alpha:0.006738 +2026-02-13 00:07:34 | INFO | PID:1322 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_robotank_t0_s0 [train] +total_reward:2.47 total_reward_ma:2.00 loss:-9.209 fps:122.4 +frame:2.40e+05 wall_t:1960 t:15000 epi:nan +opt_step:44814 lr:0.0003 alpha:0.006738 +2026-02-13 00:08:54 | INFO | PID:1322 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_robotank_t0_s0 [train] +total_reward:2.52 total_reward_ma:2.02 loss:-8.55 fps:122.5 +frame:2.50e+05 wall_t:2040 t:15625 epi:nan +opt_step:46689 lr:0.0003 alpha:0.006738 +2026-02-13 00:10:14 | INFO | PID:1322 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_robotank_t0_s0 [train] +total_reward:2.53 total_reward_ma:2.04 loss:-8.058 fps:122.6 +frame:2.60e+05 wall_t:2120 t:16250 epi:nan +opt_step:48564 lr:0.0003 alpha:0.006738 +2026-02-13 00:11:34 | INFO | PID:1322 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_robotank_t0_s0 [train] +total_reward:2.61 total_reward_ma:2.06 loss:-7.494 fps:122.7 +frame:2.70e+05 wall_t:2200 t:16875 epi:nan +opt_step:50439 lr:0.0003 alpha:0.006738 +2026-02-13 00:12:53 | INFO | PID:1322 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_robotank_t0_s0 [train] +total_reward:2.61 total_reward_ma:2.08 loss:-7.073 fps:122.9 +frame:2.80e+05 wall_t:2279 t:17500 epi:nan +opt_step:52314 lr:0.0003 alpha:0.006738 +2026-02-13 00:14:13 | INFO | PID:1322 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_robotank_t0_s0 [train] +total_reward:2.60 total_reward_ma:2.10 loss:-6.643 fps:122.9 +frame:2.90e+05 wall_t:2359 t:18125 epi:nan +opt_step:54189 lr:0.0003 alpha:0.006738 +2026-02-13 00:15:32 | INFO | PID:1322 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_robotank_t0_s0 [train] +total_reward:2.66 total_reward_ma:2.12 loss:-6.311 fps:123.1 +frame:3.00e+05 wall_t:2438 t:18750 epi:nan +opt_step:56064 lr:0.0003 alpha:0.006738 +2026-02-13 00:16:52 | INFO | PID:1322 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_robotank_t0_s0 [train] +total_reward:2.64 total_reward_ma:2.14 loss:-5.96 fps:123.1 +frame:3.10e+05 wall_t:2518 t:19375 epi:nan +opt_step:57939 lr:0.0003 alpha:0.006738 +2026-02-13 00:18:10 | INFO | PID:1322 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_robotank_t0_s0 [train] +total_reward:2.64 total_reward_ma:2.15 loss:-5.614 fps:123.3 +frame:3.20e+05 wall_t:2596 t:20000 epi:nan +opt_step:59814 lr:0.0003 alpha:0.006738 +2026-02-13 00:19:29 | INFO | PID:1322 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_robotank_t0_s0 [train] +total_reward:2.55 total_reward_ma:2.16 loss:-5.339 fps:123.4 +frame:3.30e+05 wall_t:2675 t:20625 epi:nan +opt_step:61689 lr:0.0003 alpha:0.006738 +2026-02-13 00:20:47 | INFO | PID:1322 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_robotank_t0_s0 [train] +total_reward:2.60 total_reward_ma:2.18 loss:-5.071 fps:123.5 +frame:3.40e+05 wall_t:2753 t:21250 epi:nan +opt_step:63564 lr:0.0003 alpha:0.006738 +2026-02-13 00:22:06 | INFO | PID:1322 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_robotank_t0_s0 [train] +total_reward:2.66 total_reward_ma:2.19 loss:-4.85 fps:123.6 +frame:3.50e+05 wall_t:2832 t:21875 epi:nan +opt_step:65439 lr:0.0003 alpha:0.006738 +2026-02-13 00:23:25 | INFO | PID:1322 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_robotank_t0_s0 [train] +total_reward:2.63 total_reward_ma:2.20 loss:-4.664 fps:123.7 +frame:3.60e+05 wall_t:2911 t:22500 epi:nan +opt_step:67314 lr:0.0003 alpha:0.006738 +2026-02-13 00:24:44 | INFO | PID:1322 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_robotank_t0_s0 [train] +total_reward:2.66 total_reward_ma:2.22 loss:-4.447 fps:123.7 +frame:3.70e+05 wall_t:2990 t:23125 epi:nan +opt_step:69189 lr:0.0003 alpha:0.006738 +2026-02-13 00:26:03 | INFO | PID:1322 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_robotank_t0_s0 [train] +total_reward:2.61 total_reward_ma:2.23 loss:-4.317 fps:123.8 +frame:3.80e+05 wall_t:3069 t:23750 epi:nan +opt_step:71064 lr:0.0003 alpha:0.006738 +2026-02-13 00:27:22 | INFO | PID:1322 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_robotank_t0_s0 [train] +total_reward:2.71 total_reward_ma:2.24 loss:-4.171 fps:123.9 +frame:3.90e+05 wall_t:3148 t:24375 epi:nan +opt_step:72939 lr:0.0003 alpha:0.006738 +2026-02-13 00:28:41 | INFO | PID:1322 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_robotank_t0_s0 [train] +total_reward:2.66 total_reward_ma:2.25 loss:-3.983 fps:124 +frame:4.00e+05 wall_t:3227 t:25000 epi:nan +opt_step:74814 lr:0.0003 alpha:0.006738 +2026-02-13 00:30:00 | INFO | PID:1322 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_robotank_t0_s0 [train] +total_reward:2.64 total_reward_ma:2.26 loss:-3.906 fps:124 +frame:4.10e+05 wall_t:3306 t:25625 epi:nan +opt_step:76689 lr:0.0003 alpha:0.006738 +2026-02-13 00:31:19 | INFO | PID:1322 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_robotank_t0_s0 [train] +total_reward:2.52 total_reward_ma:2.26 loss:-3.719 fps:124.1 +frame:4.20e+05 wall_t:3385 t:26250 epi:nan +opt_step:78564 lr:0.0003 alpha:0.006738 +2026-02-13 00:32:39 | INFO | PID:1322 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_robotank_t0_s0 [train] +total_reward:2.54 total_reward_ma:2.27 loss:-3.664 fps:124.1 +frame:4.30e+05 wall_t:3465 t:26875 epi:nan +opt_step:80439 lr:0.0003 alpha:0.006738 +2026-02-13 00:33:58 | INFO | PID:1322 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_robotank_t0_s0 [train] +total_reward:2.56 total_reward_ma:2.28 loss:-3.604 fps:124.2 +frame:4.40e+05 wall_t:3544 t:27500 epi:nan +opt_step:82314 lr:0.0003 alpha:0.006738 +2026-02-13 00:35:16 | INFO | PID:1322 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_robotank_t0_s0 [train] +total_reward:2.48 total_reward_ma:2.28 loss:-3.451 fps:124.2 +frame:4.50e+05 wall_t:3622 t:28125 epi:nan +opt_step:84189 lr:0.0003 alpha:0.006738 +2026-02-13 00:36:35 | INFO | PID:1322 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_robotank_t0_s0 [train] +total_reward:2.46 total_reward_ma:2.29 loss:-3.394 fps:124.3 +frame:4.60e+05 wall_t:3701 t:28750 epi:nan +opt_step:86064 lr:0.0003 alpha:0.006738 +2026-02-13 00:37:53 | INFO | PID:1322 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_robotank_t0_s0 [train] +total_reward:2.36 total_reward_ma:2.29 loss:-3.288 fps:124.4 +frame:4.70e+05 wall_t:3779 t:29375 epi:nan +opt_step:87939 lr:0.0003 alpha:0.006738 +2026-02-13 00:39:12 | INFO | PID:1322 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_robotank_t0_s0 [train] +total_reward:2.42 total_reward_ma:2.29 loss:-3.256 fps:124.4 +frame:4.80e+05 wall_t:3858 t:30000 epi:nan +opt_step:89814 lr:0.0003 alpha:0.006738 +2026-02-13 00:40:31 | INFO | PID:1322 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_robotank_t0_s0 [train] +total_reward:2.45 total_reward_ma:2.29 loss:-3.16 fps:124.5 +frame:4.90e+05 wall_t:3937 t:30625 epi:nan +opt_step:91689 lr:0.0003 alpha:0.006738 +2026-02-13 00:41:50 | INFO | PID:1322 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_robotank_t0_s0 [train] +total_reward:2.43 total_reward_ma:2.30 loss:-3.051 fps:124.5 +frame:5.00e+05 wall_t:4016 t:31250 epi:nan +opt_step:93564 lr:0.0003 alpha:0.006738 +2026-02-13 00:43:09 | INFO | PID:1322 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_robotank_t0_s0 [train] +total_reward:2.30 total_reward_ma:2.30 loss:-2.976 fps:124.5 +frame:5.10e+05 wall_t:4095 t:31875 epi:nan +opt_step:95439 lr:0.0003 alpha:0.006738 +2026-02-13 00:44:28 | INFO | PID:1322 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_robotank_t0_s0 [train] +total_reward:2.23 total_reward_ma:2.30 loss:-2.943 fps:124.6 +frame:5.20e+05 wall_t:4174 t:32500 epi:nan +opt_step:97314 lr:0.0003 alpha:0.006738 +2026-02-13 00:45:47 | INFO | PID:1322 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_robotank_t0_s0 [train] +total_reward:2.23 total_reward_ma:2.29 loss:-2.959 fps:124.6 +frame:5.30e+05 wall_t:4253 t:33125 epi:nan +opt_step:99189 lr:0.0003 alpha:0.006738 +2026-02-13 00:47:05 | INFO | PID:1322 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_robotank_t0_s0 [train] +total_reward:2.24 total_reward_ma:2.29 loss:-2.922 fps:124.7 +frame:5.40e+05 wall_t:4331 t:33750 epi:nan +opt_step:101064 lr:0.0003 alpha:0.006738 +2026-02-13 00:48:25 | INFO | PID:1322 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_robotank_t0_s0 [train] +total_reward:2.32 total_reward_ma:2.29 loss:-2.744 fps:124.7 +frame:5.50e+05 wall_t:4411 t:34375 epi:nan +opt_step:102939 lr:0.0003 alpha:0.006738 +2026-02-13 00:49:46 | INFO | PID:1322 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_robotank_t0_s0 [train] +total_reward:2.29 total_reward_ma:2.29 loss:-2.754 fps:124.7 +frame:5.60e+05 wall_t:4492 t:35000 epi:nan +opt_step:104814 lr:0.0003 alpha:0.006738 +2026-02-13 00:51:06 | INFO | PID:1322 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_robotank_t0_s0 [train] +total_reward:2.37 total_reward_ma:2.29 loss:-2.762 fps:124.7 +frame:5.70e+05 wall_t:4572 t:35625 epi:nan +opt_step:106689 lr:0.0003 alpha:0.006738 +2026-02-13 00:52:25 | INFO | PID:1322 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_robotank_t0_s0 [train] +total_reward:2.49 total_reward_ma:2.30 loss:-2.655 fps:124.7 +frame:5.80e+05 wall_t:4651 t:36250 epi:nan +opt_step:108564 lr:0.0003 alpha:0.006738 +2026-02-13 00:53:44 | INFO | PID:1322 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_robotank_t0_s0 [train] +total_reward:2.45 total_reward_ma:2.30 loss:-2.601 fps:124.7 +frame:5.90e+05 wall_t:4730 t:36875 epi:nan +opt_step:110439 lr:0.0003 alpha:0.006738 +2026-02-13 00:55:05 | INFO | PID:1322 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_robotank_t0_s0 [train] +total_reward:2.45 total_reward_ma:2.30 loss:-2.586 fps:124.7 +frame:6.00e+05 wall_t:4811 t:37500 epi:nan +opt_step:112314 lr:0.0003 alpha:0.006738 +2026-02-13 00:56:26 | INFO | PID:1322 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_robotank_t0_s0 [train] +total_reward:2.57 total_reward_ma:2.31 loss:-2.577 fps:124.7 +frame:6.10e+05 wall_t:4892 t:38125 epi:nan +opt_step:114189 lr:0.0003 alpha:0.006738 +2026-02-13 00:57:46 | INFO | PID:1322 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_robotank_t0_s0 [train] +total_reward:2.61 total_reward_ma:2.31 loss:-2.46 fps:124.7 +frame:6.20e+05 wall_t:4972 t:38750 epi:nan +opt_step:116064 lr:0.0003 alpha:0.006738 +2026-02-13 00:59:05 | INFO | PID:1322 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_robotank_t0_s0 [train] +total_reward:2.62 total_reward_ma:2.32 loss:-2.494 fps:124.7 +frame:6.30e+05 wall_t:5051 t:39375 epi:nan +opt_step:117939 lr:0.0003 alpha:0.006738 +2026-02-13 01:00:25 | INFO | PID:1322 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_robotank_t0_s0 [train] +total_reward:2.61 total_reward_ma:2.32 loss:-2.466 fps:124.7 +frame:6.40e+05 wall_t:5131 t:40000 epi:nan +opt_step:119814 lr:0.0003 alpha:0.006738 +2026-02-13 01:01:48 | INFO | PID:1322 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_robotank_t0_s0 [train] +total_reward:2.76 total_reward_ma:2.33 loss:-2.454 fps:124.7 +frame:6.50e+05 wall_t:5214 t:40625 epi:nan +opt_step:121689 lr:0.0003 alpha:0.006738 +2026-02-13 01:03:09 | INFO | PID:1322 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_robotank_t0_s0 [train] +total_reward:2.81 total_reward_ma:2.34 loss:-2.365 fps:124.6 +frame:6.60e+05 wall_t:5295 t:41250 epi:nan +opt_step:123564 lr:0.0003 alpha:0.006738 +2026-02-13 01:04:30 | INFO | PID:1322 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_robotank_t0_s0 [train] +total_reward:2.83 total_reward_ma:2.34 loss:-2.348 fps:124.6 +frame:6.70e+05 wall_t:5376 t:41875 epi:nan +opt_step:125439 lr:0.0003 alpha:0.006738 +2026-02-13 01:05:49 | INFO | PID:1322 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_robotank_t0_s0 [train] +total_reward:2.88 total_reward_ma:2.35 loss:-2.368 fps:124.7 +frame:6.80e+05 wall_t:5455 t:42500 epi:nan +opt_step:127314 lr:0.0003 alpha:0.006738 +2026-02-13 01:07:11 | INFO | PID:1322 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_robotank_t0_s0 [train] +total_reward:2.97 total_reward_ma:2.36 loss:-2.278 fps:124.6 +frame:6.90e+05 wall_t:5537 t:43125 epi:nan +opt_step:129189 lr:0.0003 alpha:0.006738 +2026-02-13 01:08:34 | INFO | PID:1322 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_robotank_t0_s0 [train] +total_reward:3.02 total_reward_ma:2.37 loss:-2.328 fps:124.6 +frame:7.00e+05 wall_t:5620 t:43750 epi:nan +opt_step:131064 lr:0.0003 alpha:0.006738 +2026-02-13 01:09:54 | INFO | PID:1322 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_robotank_t0_s0 [train] +total_reward:3.09 total_reward_ma:2.38 loss:-2.298 fps:124.6 +frame:7.10e+05 wall_t:5700 t:44375 epi:nan +opt_step:132939 lr:0.0003 alpha:0.006738 +2026-02-13 01:11:16 | INFO | PID:1322 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_robotank_t0_s0 [train] +total_reward:3.10 total_reward_ma:2.39 loss:-2.213 fps:124.5 +frame:7.20e+05 wall_t:5782 t:45000 epi:nan +opt_step:134814 lr:0.0003 alpha:0.006738 +2026-02-13 01:12:39 | INFO | PID:1322 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_robotank_t0_s0 [train] +total_reward:3.09 total_reward_ma:2.40 loss:-2.259 fps:124.5 +frame:7.30e+05 wall_t:5865 t:45625 epi:nan +opt_step:136689 lr:0.0003 alpha:0.006738 +2026-02-13 01:13:58 | INFO | PID:1322 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_robotank_t0_s0 [train] +total_reward:3.17 total_reward_ma:2.41 loss:-2.28 fps:124.5 +frame:7.40e+05 wall_t:5944 t:46250 epi:nan +opt_step:138564 lr:0.0003 alpha:0.006738 +2026-02-13 01:15:20 | INFO | PID:1322 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_robotank_t0_s0 [train] +total_reward:3.19 total_reward_ma:2.42 loss:-2.154 fps:124.5 +frame:7.50e+05 wall_t:6026 t:46875 epi:nan +opt_step:140439 lr:0.0003 alpha:0.006738 +2026-02-13 01:16:43 | INFO | PID:1322 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_robotank_t0_s0 [train] +total_reward:3.22 total_reward_ma:2.43 loss:-2.166 fps:124.4 +frame:7.60e+05 wall_t:6109 t:47500 epi:nan +opt_step:142314 lr:0.0003 alpha:0.006738 +2026-02-13 01:18:04 | INFO | PID:1322 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_robotank_t0_s0 [train] +total_reward:3.37 total_reward_ma:2.44 loss:-2.197 fps:124.4 +frame:7.70e+05 wall_t:6190 t:48125 epi:nan +opt_step:144189 lr:0.0003 alpha:0.006738 +2026-02-13 01:19:26 | INFO | PID:1322 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_robotank_t0_s0 [train] +total_reward:3.39 total_reward_ma:2.45 loss:-2.265 fps:124.4 +frame:7.80e+05 wall_t:6272 t:48750 epi:nan +opt_step:146064 lr:0.0003 alpha:0.006738 +2026-02-13 01:20:48 | INFO | PID:1322 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_robotank_t0_s0 [train] +total_reward:3.48 total_reward_ma:2.47 loss:-2.204 fps:124.3 +frame:7.90e+05 wall_t:6354 t:49375 epi:nan +opt_step:147939 lr:0.0003 alpha:0.006738 +2026-02-13 01:22:13 | INFO | PID:1322 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_robotank_t0_s0 [train] +total_reward:3.50 total_reward_ma:2.48 loss:-2.151 fps:124.2 +frame:8.00e+05 wall_t:6439 t:50000 epi:nan +opt_step:149814 lr:0.0003 alpha:0.006738 +2026-02-13 01:23:38 | INFO | PID:1322 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_robotank_t0_s0 [train] +total_reward:3.67 total_reward_ma:2.50 loss:-2.185 fps:124.2 +frame:8.10e+05 wall_t:6524 t:50625 epi:nan +opt_step:151689 lr:0.0003 alpha:0.006738 +2026-02-13 01:25:01 | INFO | PID:1322 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_robotank_t0_s0 [train] +total_reward:3.81 total_reward_ma:2.51 loss:-2.148 fps:124.1 +frame:8.20e+05 wall_t:6607 t:51250 epi:nan +opt_step:153564 lr:0.0003 alpha:0.006738 +2026-02-13 01:26:22 | INFO | PID:1322 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_robotank_t0_s0 [train] +total_reward:3.96 total_reward_ma:2.53 loss:-2.172 fps:124.1 +frame:8.30e+05 wall_t:6688 t:51875 epi:nan +opt_step:155439 lr:0.0003 alpha:0.006738 +2026-02-13 01:27:42 | INFO | PID:1322 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_robotank_t0_s0 [train] +total_reward:4.14 total_reward_ma:2.55 loss:-2.112 fps:124.1 +frame:8.40e+05 wall_t:6768 t:52500 epi:nan +opt_step:157314 lr:0.0003 alpha:0.006738 +2026-02-13 01:29:03 | INFO | PID:1322 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_robotank_t0_s0 [train] +total_reward:4.19 total_reward_ma:2.57 loss:-2.122 fps:124.1 +frame:8.50e+05 wall_t:6849 t:53125 epi:nan +opt_step:159189 lr:0.0003 alpha:0.006738 +2026-02-13 01:30:25 | INFO | PID:1322 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_robotank_t0_s0 [train] +total_reward:4.24 total_reward_ma:2.59 loss:-2.161 fps:124.1 +frame:8.60e+05 wall_t:6931 t:53750 epi:nan +opt_step:161064 lr:0.0003 alpha:0.006738 +2026-02-13 01:31:46 | INFO | PID:1322 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_robotank_t0_s0 [train] +total_reward:4.40 total_reward_ma:2.61 loss:-2.205 fps:124.1 +frame:8.70e+05 wall_t:7012 t:54375 epi:nan +opt_step:162939 lr:0.0003 alpha:0.006738 +2026-02-13 01:33:09 | INFO | PID:1322 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_robotank_t0_s0 [train] +total_reward:4.44 total_reward_ma:2.63 loss:-2.079 fps:124 +frame:8.80e+05 wall_t:7095 t:55000 epi:nan +opt_step:164814 lr:0.0003 alpha:0.006738 +2026-02-13 01:34:30 | INFO | PID:1322 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_robotank_t0_s0 [train] +total_reward:4.54 total_reward_ma:2.65 loss:-2.111 fps:124 +frame:8.90e+05 wall_t:7176 t:55625 epi:nan +opt_step:166689 lr:0.0003 alpha:0.006738 +2026-02-13 01:35:49 | INFO | PID:1322 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_robotank_t0_s0 [train] +total_reward:4.68 total_reward_ma:2.67 loss:-2.115 fps:124.1 +frame:9.00e+05 wall_t:7255 t:56250 epi:nan +opt_step:168564 lr:0.0003 alpha:0.006738 +2026-02-13 01:37:11 | INFO | PID:1322 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_robotank_t0_s0 [train] +total_reward:4.68 total_reward_ma:2.69 loss:-2.142 fps:124 +frame:9.10e+05 wall_t:7337 t:56875 epi:nan +opt_step:170439 lr:0.0003 alpha:0.006738 +2026-02-13 01:38:32 | INFO | PID:1322 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_robotank_t0_s0 [train] +total_reward:4.77 total_reward_ma:2.72 loss:-2.108 fps:124 +frame:9.20e+05 wall_t:7418 t:57500 epi:nan +opt_step:172314 lr:0.0003 alpha:0.006738 +2026-02-13 01:39:54 | INFO | PID:1322 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_robotank_t0_s0 [train] +total_reward:4.88 total_reward_ma:2.74 loss:-2.122 fps:124 +frame:9.30e+05 wall_t:7500 t:58125 epi:nan +opt_step:174189 lr:0.0003 alpha:0.006738 +2026-02-13 01:41:14 | INFO | PID:1322 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_robotank_t0_s0 [train] +total_reward:4.92 total_reward_ma:2.76 loss:-2.11 fps:124 +frame:9.40e+05 wall_t:7580 t:58750 epi:nan +opt_step:176064 lr:0.0003 alpha:0.006738 +2026-02-13 01:42:36 | INFO | PID:1322 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_robotank_t0_s0 [train] +total_reward:4.96 total_reward_ma:2.79 loss:-2.172 fps:124 +frame:9.50e+05 wall_t:7662 t:59375 epi:nan +opt_step:177939 lr:0.0003 alpha:0.006738 +2026-02-13 01:43:56 | INFO | PID:1322 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_robotank_t0_s0 [train] +total_reward:4.96 total_reward_ma:2.81 loss:-2.088 fps:124 +frame:9.60e+05 wall_t:7742 t:60000 epi:nan +opt_step:179814 lr:0.0003 alpha:0.006738 +2026-02-13 01:45:16 | INFO | PID:1322 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_robotank_t0_s0 [train] +total_reward:4.98 total_reward_ma:2.83 loss:-2.203 fps:124 +frame:9.70e+05 wall_t:7822 t:60625 epi:nan +opt_step:181689 lr:0.0003 alpha:0.006738 +2026-02-13 01:46:35 | INFO | PID:1322 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_robotank_t0_s0 [train] +total_reward:5.18 total_reward_ma:2.86 loss:-2.15 fps:124 +frame:9.80e+05 wall_t:7901 t:61250 epi:nan +opt_step:183564 lr:0.0003 alpha:0.006738 +2026-02-13 01:47:55 | INFO | PID:1322 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_robotank_t0_s0 [train] +total_reward:5.17 total_reward_ma:2.88 loss:-2.072 fps:124 +frame:9.90e+05 wall_t:7981 t:61875 epi:nan +opt_step:185439 lr:0.0003 alpha:0.006738 +2026-02-13 01:49:15 | INFO | PID:1322 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_robotank_t0_s0 [train] +total_reward:5.33 total_reward_ma:2.90 loss:-2.096 fps:124.1 +frame:1.00e+06 wall_t:8061 t:62500 epi:nan +opt_step:187314 lr:0.0003 alpha:0.006738 +2026-02-13 01:50:34 | INFO | PID:1322 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_robotank_t0_s0 [train] +total_reward:5.36 total_reward_ma:2.95 loss:-2.085 fps:124.1 +frame:1.01e+06 wall_t:8140 t:63125 epi:nan +opt_step:189189 lr:0.0003 alpha:0.006738 +2026-02-13 01:51:55 | INFO | PID:1322 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_robotank_t0_s0 [train] +total_reward:5.42 total_reward_ma:3.01 loss:-2.099 fps:124.1 +frame:1.02e+06 wall_t:8221 t:63750 epi:nan +opt_step:191064 lr:0.0003 alpha:0.006738 +2026-02-13 01:53:14 | INFO | PID:1322 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_robotank_t0_s0 [train] +total_reward:5.47 total_reward_ma:3.05 loss:-2.076 fps:124.1 +frame:1.03e+06 wall_t:8300 t:64375 epi:nan +opt_step:192939 lr:0.0003 alpha:0.006738 +2026-02-13 01:54:33 | INFO | PID:1322 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_robotank_t0_s0 [train] +total_reward:5.47 total_reward_ma:3.09 loss:-2.102 fps:124.1 +frame:1.04e+06 wall_t:8379 t:65000 epi:nan +opt_step:194814 lr:0.0003 alpha:0.006738 +2026-02-13 01:55:53 | INFO | PID:1322 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_robotank_t0_s0 [train] +total_reward:5.53 total_reward_ma:3.13 loss:-2.078 fps:124.1 +frame:1.05e+06 wall_t:8459 t:65625 epi:nan +opt_step:196689 lr:0.0003 alpha:0.006738 +2026-02-13 01:57:11 | INFO | PID:1322 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_robotank_t0_s0 [train] +total_reward:5.58 total_reward_ma:3.17 loss:-2.118 fps:124.2 +frame:1.06e+06 wall_t:8537 t:66250 epi:nan +opt_step:198564 lr:0.0003 alpha:0.006738 +2026-02-13 01:58:30 | INFO | PID:1322 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_robotank_t0_s0 [train] +total_reward:5.94 total_reward_ma:3.21 loss:-2.081 fps:124.2 +frame:1.07e+06 wall_t:8616 t:66875 epi:nan +opt_step:200439 lr:0.0003 alpha:0.006738 +2026-02-13 01:59:49 | INFO | PID:1322 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_robotank_t0_s0 [train] +total_reward:5.97 total_reward_ma:3.25 loss:-2.057 fps:124.2 +frame:1.08e+06 wall_t:8695 t:67500 epi:nan +opt_step:202314 lr:0.0003 alpha:0.006738 +2026-02-13 02:01:09 | INFO | PID:1322 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_robotank_t0_s0 [train] +total_reward:6.06 total_reward_ma:3.29 loss:-2.063 fps:124.2 +frame:1.09e+06 wall_t:8775 t:68125 epi:nan +opt_step:204189 lr:0.0003 alpha:0.006738 +2026-02-13 02:02:28 | INFO | PID:1322 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_robotank_t0_s0 [train] +total_reward:6.11 total_reward_ma:3.33 loss:-2.077 fps:124.2 +frame:1.10e+06 wall_t:8854 t:68750 epi:nan +opt_step:206064 lr:0.0003 alpha:0.006738 +2026-02-13 02:03:47 | INFO | PID:1322 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_robotank_t0_s0 [train] +total_reward:6.33 total_reward_ma:3.37 loss:-2.097 fps:124.3 +frame:1.11e+06 wall_t:8933 t:69375 epi:nan +opt_step:207939 lr:0.0003 alpha:0.006738 +2026-02-13 02:05:06 | INFO | PID:1322 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_robotank_t0_s0 [train] +total_reward:6.42 total_reward_ma:3.41 loss:-2.134 fps:124.3 +frame:1.12e+06 wall_t:9012 t:70000 epi:nan +opt_step:209814 lr:0.0003 alpha:0.006738 +2026-02-13 02:06:26 | INFO | PID:1322 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_robotank_t0_s0 [train] +total_reward:6.47 total_reward_ma:3.45 loss:-2.1 fps:124.3 +frame:1.13e+06 wall_t:9092 t:70625 epi:nan +opt_step:211689 lr:0.0003 alpha:0.006738 +2026-02-13 02:07:46 | INFO | PID:1322 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_robotank_t0_s0 [train] +total_reward:6.51 total_reward_ma:3.50 loss:-2.077 fps:124.3 +frame:1.14e+06 wall_t:9172 t:71250 epi:nan +opt_step:213564 lr:0.0003 alpha:0.006738 +2026-02-13 02:09:07 | INFO | PID:1322 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_robotank_t0_s0 [train] +total_reward:6.51 total_reward_ma:3.54 loss:-2.111 fps:124.3 +frame:1.15e+06 wall_t:9253 t:71875 epi:nan +opt_step:215439 lr:0.0003 alpha:0.006738 +2026-02-13 02:10:26 | INFO | PID:1322 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_robotank_t0_s0 [train] +total_reward:6.51 total_reward_ma:3.58 loss:-2.099 fps:124.3 +frame:1.16e+06 wall_t:9332 t:72500 epi:nan +opt_step:217314 lr:0.0003 alpha:0.006738 +2026-02-13 02:11:45 | INFO | PID:1322 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_robotank_t0_s0 [train] +total_reward:6.86 total_reward_ma:3.62 loss:-2.112 fps:124.3 +frame:1.17e+06 wall_t:9411 t:73125 epi:nan +opt_step:219189 lr:0.0003 alpha:0.006738 +2026-02-13 02:13:05 | INFO | PID:1322 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_robotank_t0_s0 [train] +total_reward:6.99 total_reward_ma:3.67 loss:-2.066 fps:124.3 +frame:1.18e+06 wall_t:9491 t:73750 epi:nan +opt_step:221064 lr:0.0003 alpha:0.006738 +2026-02-13 02:14:25 | INFO | PID:1322 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_robotank_t0_s0 [train] +total_reward:6.97 total_reward_ma:3.72 loss:-2.063 fps:124.3 +frame:1.19e+06 wall_t:9571 t:74375 epi:nan +opt_step:222939 lr:0.0003 alpha:0.006738 +2026-02-13 02:15:45 | INFO | PID:1322 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_robotank_t0_s0 [train] +total_reward:6.99 total_reward_ma:3.76 loss:-2.06 fps:124.3 +frame:1.20e+06 wall_t:9651 t:75000 epi:nan +opt_step:224814 lr:0.0003 alpha:0.006738 +2026-02-13 02:17:04 | INFO | PID:1322 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_robotank_t0_s0 [train] +total_reward:6.97 total_reward_ma:3.80 loss:-2.088 fps:124.4 +frame:1.21e+06 wall_t:9730 t:75625 epi:nan +opt_step:226689 lr:0.0003 alpha:0.006738 +2026-02-13 02:18:23 | INFO | PID:1322 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_robotank_t0_s0 [train] +total_reward:6.99 total_reward_ma:3.85 loss:-2.103 fps:124.4 +frame:1.22e+06 wall_t:9809 t:76250 epi:nan +opt_step:228564 lr:0.0003 alpha:0.006738 +2026-02-13 02:19:42 | INFO | PID:1322 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_robotank_t0_s0 [train] +total_reward:7.09 total_reward_ma:3.89 loss:-2.103 fps:124.4 +frame:1.23e+06 wall_t:9888 t:76875 epi:nan +opt_step:230439 lr:0.0003 alpha:0.006738 +2026-02-13 02:21:01 | INFO | PID:1322 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_robotank_t0_s0 [train] +total_reward:7.17 total_reward_ma:3.94 loss:-2.098 fps:124.4 +frame:1.24e+06 wall_t:9967 t:77500 epi:nan +opt_step:232314 lr:0.0003 alpha:0.006738 +2026-02-13 02:22:21 | INFO | PID:1322 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_robotank_t0_s0 [train] +total_reward:7.56 total_reward_ma:3.99 loss:-2.054 fps:124.4 +frame:1.25e+06 wall_t:10047 t:78125 epi:nan +opt_step:234189 lr:0.0003 alpha:0.006738 +2026-02-13 02:23:40 | INFO | PID:1322 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_robotank_t0_s0 [train] +total_reward:7.56 total_reward_ma:4.04 loss:-2.058 fps:124.4 +frame:1.26e+06 wall_t:10126 t:78750 epi:nan +opt_step:236064 lr:0.0003 alpha:0.006738 +2026-02-13 02:24:59 | INFO | PID:1322 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_robotank_t0_s0 [train] +total_reward:7.59 total_reward_ma:4.09 loss:-2.085 fps:124.4 +frame:1.27e+06 wall_t:10205 t:79375 epi:nan +opt_step:237939 lr:0.0003 alpha:0.006738 +2026-02-13 02:26:18 | INFO | PID:1322 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_robotank_t0_s0 [train] +total_reward:7.70 total_reward_ma:4.14 loss:-2.105 fps:124.5 +frame:1.28e+06 wall_t:10284 t:80000 epi:nan +opt_step:239814 lr:0.0003 alpha:0.006738 +2026-02-13 02:27:37 | INFO | PID:1322 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_robotank_t0_s0 [train] +total_reward:7.79 total_reward_ma:4.19 loss:-2.068 fps:124.5 +frame:1.29e+06 wall_t:10363 t:80625 epi:nan +opt_step:241689 lr:0.0003 alpha:0.006738 +2026-02-13 02:28:56 | INFO | PID:1322 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_robotank_t0_s0 [train] +total_reward:7.78 total_reward_ma:4.24 loss:-2.062 fps:124.5 +frame:1.30e+06 wall_t:10442 t:81250 epi:nan +opt_step:243564 lr:0.0003 alpha:0.006738 +2026-02-13 02:30:15 | INFO | PID:1322 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_robotank_t0_s0 [train] +total_reward:7.77 total_reward_ma:4.30 loss:-2.096 fps:124.5 +frame:1.31e+06 wall_t:10521 t:81875 epi:nan +opt_step:245439 lr:0.0003 alpha:0.006738 +2026-02-13 02:31:34 | INFO | PID:1322 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_robotank_t0_s0 [train] +total_reward:7.83 total_reward_ma:4.35 loss:-2.131 fps:124.5 +frame:1.32e+06 wall_t:10600 t:82500 epi:nan +opt_step:247314 lr:0.0003 alpha:0.006738 +2026-02-13 02:32:53 | INFO | PID:1322 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_robotank_t0_s0 [train] +total_reward:7.94 total_reward_ma:4.40 loss:-2.12 fps:124.5 +frame:1.33e+06 wall_t:10679 t:83125 epi:nan +opt_step:249189 lr:0.0003 alpha:0.006738 +2026-02-13 02:34:12 | INFO | PID:1322 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_robotank_t0_s0 [train] +total_reward:7.96 total_reward_ma:4.46 loss:-2.103 fps:124.6 +frame:1.34e+06 wall_t:10758 t:83750 epi:nan +opt_step:251064 lr:0.0003 alpha:0.006738 +2026-02-13 02:35:34 | INFO | PID:1322 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_robotank_t0_s0 [train] +total_reward:8.05 total_reward_ma:4.51 loss:-2.161 fps:124.5 +frame:1.35e+06 wall_t:10840 t:84375 epi:nan +opt_step:252939 lr:0.0003 alpha:0.006738 +2026-02-13 02:36:55 | INFO | PID:1322 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_robotank_t0_s0 [train] +total_reward:8.03 total_reward_ma:4.56 loss:-2.128 fps:124.5 +frame:1.36e+06 wall_t:10921 t:85000 epi:nan +opt_step:254814 lr:0.0003 alpha:0.006738 +2026-02-13 02:38:15 | INFO | PID:1322 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_robotank_t0_s0 [train] +total_reward:8.00 total_reward_ma:4.62 loss:-2.153 fps:124.5 +frame:1.37e+06 wall_t:11001 t:85625 epi:nan +opt_step:256689 lr:0.0003 alpha:0.006738 +2026-02-13 02:39:36 | INFO | PID:1322 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_robotank_t0_s0 [train] +total_reward:8.22 total_reward_ma:4.67 loss:-2.111 fps:124.5 +frame:1.38e+06 wall_t:11082 t:86250 epi:nan +opt_step:258564 lr:0.0003 alpha:0.006738 +2026-02-13 02:40:56 | INFO | PID:1322 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_robotank_t0_s0 [train] +total_reward:8.20 total_reward_ma:4.73 loss:-2.104 fps:124.5 +frame:1.39e+06 wall_t:11162 t:86875 epi:nan +opt_step:260439 lr:0.0003 alpha:0.006738 +2026-02-13 02:42:15 | INFO | PID:1322 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_robotank_t0_s0 [train] +total_reward:8.40 total_reward_ma:4.78 loss:-2.161 fps:124.5 +frame:1.40e+06 wall_t:11241 t:87500 epi:nan +opt_step:262314 lr:0.0003 alpha:0.006738 +2026-02-13 02:43:35 | INFO | PID:1322 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_robotank_t0_s0 [train] +total_reward:8.46 total_reward_ma:4.84 loss:-2.17 fps:124.5 +frame:1.41e+06 wall_t:11321 t:88125 epi:nan +opt_step:264189 lr:0.0003 alpha:0.006738 +2026-02-13 02:44:56 | INFO | PID:1322 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_robotank_t0_s0 [train] +total_reward:8.43 total_reward_ma:4.90 loss:-2.153 fps:124.5 +frame:1.42e+06 wall_t:11402 t:88750 epi:nan +opt_step:266064 lr:0.0003 alpha:0.006738 +2026-02-13 02:46:16 | INFO | PID:1322 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_robotank_t0_s0 [train] +total_reward:8.43 total_reward_ma:4.96 loss:-2.084 fps:124.5 +frame:1.43e+06 wall_t:11482 t:89375 epi:nan +opt_step:267939 lr:0.0003 alpha:0.006738 +2026-02-13 02:47:36 | INFO | PID:1322 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_robotank_t0_s0 [train] +total_reward:8.58 total_reward_ma:5.02 loss:-2.147 fps:124.5 +frame:1.44e+06 wall_t:11562 t:90000 epi:nan +opt_step:269814 lr:0.0003 alpha:0.006738 +2026-02-13 02:48:56 | INFO | PID:1322 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_robotank_t0_s0 [train] +total_reward:8.62 total_reward_ma:5.08 loss:-2.133 fps:124.5 +frame:1.45e+06 wall_t:11642 t:90625 epi:nan +opt_step:271689 lr:0.0003 alpha:0.006738 +2026-02-13 02:50:17 | INFO | PID:1322 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_robotank_t0_s0 [train] +total_reward:8.58 total_reward_ma:5.14 loss:-2.121 fps:124.5 +frame:1.46e+06 wall_t:11723 t:91250 epi:nan +opt_step:273564 lr:0.0003 alpha:0.006738 +2026-02-13 02:51:37 | INFO | PID:1322 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_robotank_t0_s0 [train] +total_reward:8.63 total_reward_ma:5.21 loss:-2.142 fps:124.5 +frame:1.47e+06 wall_t:11803 t:91875 epi:nan +opt_step:275439 lr:0.0003 alpha:0.006738 +2026-02-13 02:52:57 | INFO | PID:1322 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_robotank_t0_s0 [train] +total_reward:8.65 total_reward_ma:5.27 loss:-2.157 fps:124.5 +frame:1.48e+06 wall_t:11883 t:92500 epi:nan +opt_step:277314 lr:0.0003 alpha:0.006738 +2026-02-13 02:54:17 | INFO | PID:1322 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_robotank_t0_s0 [train] +total_reward:8.73 total_reward_ma:5.33 loss:-2.159 fps:124.6 +frame:1.49e+06 wall_t:11963 t:93125 epi:nan +opt_step:279189 lr:0.0003 alpha:0.006738 +2026-02-13 02:55:38 | INFO | PID:1322 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_robotank_t0_s0 [train] +total_reward:8.73 total_reward_ma:5.39 loss:-2.179 fps:124.5 +frame:1.50e+06 wall_t:12044 t:93750 epi:nan +opt_step:281064 lr:0.0003 alpha:0.006738 +2026-02-13 02:56:58 | INFO | PID:1322 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_robotank_t0_s0 [train] +total_reward:8.75 total_reward_ma:5.46 loss:-2.196 fps:124.5 +frame:1.51e+06 wall_t:12124 t:94375 epi:nan +opt_step:282939 lr:0.0003 alpha:0.006738 +2026-02-13 02:58:18 | INFO | PID:1322 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_robotank_t0_s0 [train] +total_reward:8.86 total_reward_ma:5.53 loss:-2.151 fps:124.5 +frame:1.52e+06 wall_t:12204 t:95000 epi:nan +opt_step:284814 lr:0.0003 alpha:0.006738 +2026-02-13 02:59:38 | INFO | PID:1322 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_robotank_t0_s0 [train] +total_reward:8.86 total_reward_ma:5.59 loss:-2.21 fps:124.6 +frame:1.53e+06 wall_t:12284 t:95625 epi:nan +opt_step:286689 lr:0.0003 alpha:0.006738 +2026-02-13 03:00:59 | INFO | PID:1322 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_robotank_t0_s0 [train] +total_reward:9.07 total_reward_ma:5.66 loss:-2.155 fps:124.5 +frame:1.54e+06 wall_t:12365 t:96250 epi:nan +opt_step:288564 lr:0.0003 alpha:0.006738 +2026-02-13 03:02:21 | INFO | PID:1322 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_robotank_t0_s0 [train] +total_reward:9.10 total_reward_ma:5.73 loss:-2.159 fps:124.5 +frame:1.55e+06 wall_t:12447 t:96875 epi:nan +opt_step:290439 lr:0.0003 alpha:0.006738 +2026-02-13 03:03:42 | INFO | PID:1322 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_robotank_t0_s0 [train] +total_reward:9.04 total_reward_ma:5.80 loss:-2.203 fps:124.5 +frame:1.56e+06 wall_t:12528 t:97500 epi:nan +opt_step:292314 lr:0.0003 alpha:0.006738 +2026-02-13 03:05:03 | INFO | PID:1322 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_robotank_t0_s0 [train] +total_reward:9.00 total_reward_ma:5.86 loss:-2.138 fps:124.5 +frame:1.57e+06 wall_t:12609 t:98125 epi:nan +opt_step:294189 lr:0.0003 alpha:0.006738 +2026-02-13 03:06:24 | INFO | PID:1322 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_robotank_t0_s0 [train] +total_reward:9.02 total_reward_ma:5.93 loss:-2.145 fps:124.5 +frame:1.58e+06 wall_t:12690 t:98750 epi:nan +opt_step:296064 lr:0.0003 alpha:0.006738 +2026-02-13 03:07:44 | INFO | PID:1322 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_robotank_t0_s0 [train] +total_reward:9.07 total_reward_ma:5.99 loss:-2.193 fps:124.5 +frame:1.59e+06 wall_t:12770 t:99375 epi:nan +opt_step:297939 lr:0.0003 alpha:0.006738 +2026-02-13 03:09:05 | INFO | PID:1322 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_robotank_t0_s0 [train] +total_reward:9.20 total_reward_ma:6.06 loss:-2.185 fps:124.5 +frame:1.60e+06 wall_t:12851 t:100000 epi:nan +opt_step:299814 lr:0.0003 alpha:0.006738 +2026-02-13 03:10:26 | INFO | PID:1322 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_robotank_t0_s0 [train] +total_reward:9.45 total_reward_ma:6.13 loss:-2.202 fps:124.5 +frame:1.61e+06 wall_t:12932 t:100625 epi:nan +opt_step:301689 lr:0.0003 alpha:0.006738 +2026-02-13 03:11:45 | INFO | PID:1322 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_robotank_t0_s0 [train] +total_reward:9.48 total_reward_ma:6.20 loss:-2.169 fps:124.5 +frame:1.62e+06 wall_t:13011 t:101250 epi:nan +opt_step:303564 lr:0.0003 alpha:0.006738 +2026-02-13 03:13:04 | INFO | PID:1322 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_robotank_t0_s0 [train] +total_reward:9.47 total_reward_ma:6.27 loss:-2.187 fps:124.5 +frame:1.63e+06 wall_t:13090 t:101875 epi:nan +opt_step:305439 lr:0.0003 alpha:0.006738 +2026-02-13 03:14:24 | INFO | PID:1322 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_robotank_t0_s0 [train] +total_reward:9.43 total_reward_ma:6.33 loss:-2.171 fps:124.5 +frame:1.64e+06 wall_t:13170 t:102500 epi:nan +opt_step:307314 lr:0.0003 alpha:0.006738 +2026-02-13 03:15:45 | INFO | PID:1322 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_robotank_t0_s0 [train] +total_reward:9.38 total_reward_ma:6.40 loss:-2.211 fps:124.5 +frame:1.65e+06 wall_t:13251 t:103125 epi:nan +opt_step:309189 lr:0.0003 alpha:0.006738 +2026-02-13 03:17:04 | INFO | PID:1322 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_robotank_t0_s0 [train] +total_reward:9.50 total_reward_ma:6.47 loss:-2.285 fps:124.5 +frame:1.66e+06 wall_t:13330 t:103750 epi:nan +opt_step:311064 lr:0.0003 alpha:0.006738 +2026-02-13 03:18:26 | INFO | PID:1322 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_robotank_t0_s0 [train] +total_reward:9.42 total_reward_ma:6.53 loss:-2.263 fps:124.5 +frame:1.67e+06 wall_t:13412 t:104375 epi:nan +opt_step:312939 lr:0.0003 alpha:0.006738 +2026-02-13 03:19:47 | INFO | PID:1322 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_robotank_t0_s0 [train] +total_reward:9.43 total_reward_ma:6.60 loss:-2.237 fps:124.5 +frame:1.68e+06 wall_t:13493 t:105000 epi:nan +opt_step:314814 lr:0.0003 alpha:0.006738 +2026-02-13 03:21:08 | INFO | PID:1322 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_robotank_t0_s0 [train] +total_reward:9.48 total_reward_ma:6.66 loss:-2.191 fps:124.5 +frame:1.69e+06 wall_t:13574 t:105625 epi:nan +opt_step:316689 lr:0.0003 alpha:0.006738 +2026-02-13 03:22:29 | INFO | PID:1322 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_robotank_t0_s0 [train] +total_reward:9.78 total_reward_ma:6.73 loss:-2.247 fps:124.5 +frame:1.70e+06 wall_t:13655 t:106250 epi:nan +opt_step:318564 lr:0.0003 alpha:0.006738 +2026-02-13 03:23:49 | INFO | PID:1322 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_robotank_t0_s0 [train] +total_reward:9.95 total_reward_ma:6.80 loss:-2.315 fps:124.5 +frame:1.71e+06 wall_t:13735 t:106875 epi:nan +opt_step:320439 lr:0.0003 alpha:0.006738 +2026-02-13 03:25:09 | INFO | PID:1322 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_robotank_t0_s0 [train] +total_reward:10.01 total_reward_ma:6.87 loss:-2.283 fps:124.5 +frame:1.72e+06 wall_t:13815 t:107500 epi:nan +opt_step:322314 lr:0.0003 alpha:0.006738 +2026-02-13 03:26:30 | INFO | PID:1322 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_robotank_t0_s0 [train] +total_reward:9.95 total_reward_ma:6.94 loss:-2.275 fps:124.5 +frame:1.73e+06 wall_t:13896 t:108125 epi:nan +opt_step:324189 lr:0.0003 alpha:0.006738 +2026-02-13 03:27:50 | INFO | PID:1322 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_robotank_t0_s0 [train] +total_reward:9.98 total_reward_ma:7.01 loss:-2.266 fps:124.5 +frame:1.74e+06 wall_t:13976 t:108750 epi:nan +opt_step:326064 lr:0.0003 alpha:0.006738 +2026-02-13 03:29:11 | INFO | PID:1322 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_robotank_t0_s0 [train] +total_reward:10.07 total_reward_ma:7.08 loss:-2.248 fps:124.5 +frame:1.75e+06 wall_t:14057 t:109375 epi:nan +opt_step:327939 lr:0.0003 alpha:0.006738 +2026-02-13 03:30:31 | INFO | PID:1322 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_robotank_t0_s0 [train] +total_reward:9.86 total_reward_ma:7.14 loss:-2.307 fps:124.5 +frame:1.76e+06 wall_t:14137 t:110000 epi:nan +opt_step:329814 lr:0.0003 alpha:0.006738 +2026-02-13 03:31:50 | INFO | PID:1322 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_robotank_t0_s0 [train] +total_reward:10.00 total_reward_ma:7.21 loss:-2.302 fps:124.5 +frame:1.77e+06 wall_t:14216 t:110625 epi:nan +opt_step:331689 lr:0.0003 alpha:0.006738 +2026-02-13 03:33:10 | INFO | PID:1322 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_robotank_t0_s0 [train] +total_reward:10.05 total_reward_ma:7.27 loss:-2.367 fps:124.5 +frame:1.78e+06 wall_t:14296 t:111250 epi:nan +opt_step:333564 lr:0.0003 alpha:0.006738 +2026-02-13 03:34:31 | INFO | PID:1322 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_robotank_t0_s0 [train] +total_reward:9.96 total_reward_ma:7.34 loss:-2.281 fps:124.5 +frame:1.79e+06 wall_t:14377 t:111875 epi:nan +opt_step:335439 lr:0.0003 alpha:0.006738 +2026-02-13 03:35:51 | INFO | PID:1322 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_robotank_t0_s0 [train] +total_reward:10.03 total_reward_ma:7.40 loss:-2.235 fps:124.5 +frame:1.80e+06 wall_t:14457 t:112500 epi:nan +opt_step:337314 lr:0.0003 alpha:0.006738 +2026-02-13 03:37:11 | INFO | PID:1322 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_robotank_t0_s0 [train] +total_reward:9.96 total_reward_ma:7.47 loss:-2.28 fps:124.5 +frame:1.81e+06 wall_t:14537 t:113125 epi:nan +opt_step:339189 lr:0.0003 alpha:0.006738 +2026-02-13 03:38:30 | INFO | PID:1322 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_robotank_t0_s0 [train] +total_reward:9.99 total_reward_ma:7.53 loss:-2.296 fps:124.5 +frame:1.82e+06 wall_t:14616 t:113750 epi:nan +opt_step:341064 lr:0.0003 alpha:0.006738 +2026-02-13 03:39:51 | INFO | PID:1322 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_robotank_t0_s0 [train] +total_reward:10.07 total_reward_ma:7.59 loss:-2.254 fps:124.5 +frame:1.83e+06 wall_t:14697 t:114375 epi:nan +opt_step:342939 lr:0.0003 alpha:0.006738 +2026-02-13 03:41:12 | INFO | PID:1322 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_robotank_t0_s0 [train] +total_reward:10.11 total_reward_ma:7.65 loss:-2.349 fps:124.5 +frame:1.84e+06 wall_t:14778 t:115000 epi:nan +opt_step:344814 lr:0.0003 alpha:0.006738 +2026-02-13 03:42:33 | INFO | PID:1322 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_robotank_t0_s0 [train] +total_reward:10.11 total_reward_ma:7.71 loss:-2.236 fps:124.5 +frame:1.85e+06 wall_t:14859 t:115625 epi:nan +opt_step:346689 lr:0.0003 alpha:0.006738 +2026-02-13 03:43:53 | INFO | PID:1322 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_robotank_t0_s0 [train] +total_reward:10.07 total_reward_ma:7.77 loss:-2.337 fps:124.5 +frame:1.86e+06 wall_t:14939 t:116250 epi:nan +opt_step:348564 lr:0.0003 alpha:0.006738 +2026-02-13 03:45:13 | INFO | PID:1322 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_robotank_t0_s0 [train] +total_reward:10.12 total_reward_ma:7.82 loss:-2.316 fps:124.5 +frame:1.87e+06 wall_t:15019 t:116875 epi:nan +opt_step:350439 lr:0.0003 alpha:0.006738 +2026-02-13 03:46:34 | INFO | PID:1322 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_robotank_t0_s0 [train] +total_reward:10.03 total_reward_ma:7.88 loss:-2.298 fps:124.5 +frame:1.88e+06 wall_t:15100 t:117500 epi:nan +opt_step:352314 lr:0.0003 alpha:0.006738 +2026-02-13 03:47:55 | INFO | PID:1322 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_robotank_t0_s0 [train] +total_reward:9.88 total_reward_ma:7.93 loss:-2.323 fps:124.5 +frame:1.89e+06 wall_t:15181 t:118125 epi:nan +opt_step:354189 lr:0.0003 alpha:0.006738 +2026-02-13 03:49:14 | INFO | PID:1322 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_robotank_t0_s0 [train] +total_reward:9.96 total_reward_ma:7.99 loss:-2.35 fps:124.5 +frame:1.90e+06 wall_t:15260 t:118750 epi:nan +opt_step:356064 lr:0.0003 alpha:0.006738 +2026-02-13 03:50:35 | INFO | PID:1322 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_robotank_t0_s0 [train] +total_reward:10.07 total_reward_ma:8.04 loss:-2.356 fps:124.5 +frame:1.91e+06 wall_t:15341 t:119375 epi:nan +opt_step:357939 lr:0.0003 alpha:0.006738 +2026-02-13 03:51:55 | INFO | PID:1322 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_robotank_t0_s0 [train] +total_reward:10.10 total_reward_ma:8.09 loss:-2.343 fps:124.5 +frame:1.92e+06 wall_t:15421 t:120000 epi:nan +opt_step:359814 lr:0.0003 alpha:0.006738 +2026-02-13 03:53:15 | INFO | PID:1322 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_robotank_t0_s0 [train] +total_reward:10.00 total_reward_ma:8.15 loss:-2.278 fps:124.5 +frame:1.93e+06 wall_t:15501 t:120625 epi:nan +opt_step:361689 lr:0.0003 alpha:0.006738 +2026-02-13 03:54:34 | INFO | PID:1322 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_robotank_t0_s0 [train] +total_reward:10.00 total_reward_ma:8.20 loss:-2.3 fps:124.5 +frame:1.94e+06 wall_t:15580 t:121250 epi:nan +opt_step:363564 lr:0.0003 alpha:0.006738 +2026-02-13 03:55:54 | INFO | PID:1322 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_robotank_t0_s0 [train] +total_reward:10.00 total_reward_ma:8.25 loss:-2.293 fps:124.5 +frame:1.95e+06 wall_t:15660 t:121875 epi:nan +opt_step:365439 lr:0.0003 alpha:0.006738 +2026-02-13 03:57:14 | INFO | PID:1322 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_robotank_t0_s0 [train] +total_reward:9.65 total_reward_ma:8.29 loss:-2.31 fps:124.5 +frame:1.96e+06 wall_t:15740 t:122500 epi:nan +opt_step:367314 lr:0.0003 alpha:0.006738 +2026-02-13 03:58:35 | INFO | PID:1322 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_robotank_t0_s0 [train] +total_reward:9.65 total_reward_ma:8.34 loss:-2.268 fps:124.5 +frame:1.97e+06 wall_t:15821 t:123125 epi:nan +opt_step:369189 lr:0.0003 alpha:0.006738 +2026-02-13 03:59:55 | INFO | PID:1322 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_robotank_t0_s0 [train] +total_reward:9.37 total_reward_ma:8.38 loss:-2.367 fps:124.5 +frame:1.98e+06 wall_t:15901 t:123750 epi:nan +opt_step:371064 lr:0.0003 alpha:0.006738 +2026-02-13 04:01:15 | INFO | PID:1322 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_robotank_t0_s0 [train] +total_reward:9.35 total_reward_ma:8.42 loss:-2.328 fps:124.5 +frame:1.99e+06 wall_t:15981 t:124375 epi:nan +opt_step:372939 lr:0.0003 alpha:0.006738 +2026-02-13 04:02:21 | INFO | PID:1322 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_robotank_t0_s0 [train] +total_reward:9.35 total_reward_ma:8.46 loss:-2.369 fps:124.6 +frame:2.00e+06 wall_t:16047 t:125000 epi:nan +opt_step:374814 lr:0.0003 alpha:0.006738 +2026-02-13 04:02:22 | INFO | PID:1322 | slm_lab.lib.logger:info | Session 0 done diff --git a/data/sac_atari_robotank_2026_02_12_233446/log/sac_atari_robotank_t0_s1.log b/data/sac_atari_robotank_2026_02_12_233446/log/sac_atari_robotank_t0_s1.log new file mode 100644 index 0000000000000000000000000000000000000000..76ec4a3879d5b4935016e0fb09ddecd3642c7e84 --- /dev/null +++ b/data/sac_atari_robotank_2026_02_12_233446/log/sac_atari_robotank_t0_s1.log @@ -0,0 +1,802 @@ +2026-02-12 23:34:51 | INFO | PID:1323 | slm_lab.env:_make_vector_env | AtariVectorEnv: 16 envs, native preprocessing +2026-02-12 23:36:56 | INFO | PID:1323 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_robotank_t0_s1 [train] +total_reward:0.10 total_reward_ma:0.10 loss:-17.76 fps:81.97 +frame:1.00e+04 wall_t:122 t:625 epi:nan +opt_step:1689 lr:0.0003 alpha:0.632 +2026-02-12 23:38:16 | INFO | PID:1323 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_robotank_t0_s1 [train] +total_reward:0.00 total_reward_ma:0.05 loss:-26.42 fps:99.01 +frame:2.00e+04 wall_t:202 t:1250 epi:nan +opt_step:3564 lr:0.0003 alpha:0.4052 +2026-02-12 23:39:35 | INFO | PID:1323 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_robotank_t0_s1 [train] +total_reward:1.00 total_reward_ma:0.37 loss:-33.09 fps:106.8 +frame:3.00e+04 wall_t:281 t:1875 epi:nan +opt_step:5439 lr:0.0003 alpha:0.2663 +2026-02-12 23:40:56 | INFO | PID:1323 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_robotank_t0_s1 [train] +total_reward:1.44 total_reward_ma:0.64 loss:-34.56 fps:110.5 +frame:4.00e+04 wall_t:362 t:2500 epi:nan +opt_step:7314 lr:0.0003 alpha:0.1768 +2026-02-12 23:42:16 | INFO | PID:1323 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_robotank_t0_s1 [train] +total_reward:1.31 total_reward_ma:0.77 loss:-35.19 fps:113.1 +frame:5.00e+04 wall_t:442 t:3125 epi:nan +opt_step:9189 lr:0.0003 alpha:0.1178 +2026-02-12 23:43:36 | INFO | PID:1323 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_robotank_t0_s1 [train] +total_reward:1.68 total_reward_ma:0.92 loss:-34.05 fps:114.9 +frame:6.00e+04 wall_t:522 t:3750 epi:nan +opt_step:11064 lr:0.0003 alpha:0.07877 +2026-02-12 23:44:57 | INFO | PID:1323 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_robotank_t0_s1 [train] +total_reward:1.87 total_reward_ma:1.06 loss:-32.84 fps:116.3 +frame:7.00e+04 wall_t:602 t:4375 epi:nan +opt_step:12939 lr:0.0003 alpha:0.05291 +2026-02-12 23:46:16 | INFO | PID:1323 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_robotank_t0_s1 [train] +total_reward:1.96 total_reward_ma:1.17 loss:-31 fps:117.5 +frame:8.00e+04 wall_t:681 t:5000 epi:nan +opt_step:14814 lr:0.0003 alpha:0.03567 +2026-02-12 23:47:35 | INFO | PID:1323 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_robotank_t0_s1 [train] +total_reward:1.91 total_reward_ma:1.25 loss:-28.91 fps:118.3 +frame:9.00e+04 wall_t:761 t:5625 epi:nan +opt_step:16689 lr:0.0003 alpha:0.02419 +2026-02-12 23:48:54 | INFO | PID:1323 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_robotank_t0_s1 [train] +total_reward:1.89 total_reward_ma:1.32 loss:-26.94 fps:119 +frame:1.00e+05 wall_t:840 t:6250 epi:nan +opt_step:18564 lr:0.0003 alpha:0.01656 +2026-02-12 23:50:14 | INFO | PID:1323 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_robotank_t0_s1 [train] +total_reward:1.88 total_reward_ma:1.37 loss:-24.87 fps:119.6 +frame:1.10e+05 wall_t:920 t:6875 epi:nan +opt_step:20439 lr:0.0003 alpha:0.01141 +2026-02-12 23:51:34 | INFO | PID:1323 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_robotank_t0_s1 [train] +total_reward:2.02 total_reward_ma:1.42 loss:-23.16 fps:120 +frame:1.20e+05 wall_t:1000 t:7500 epi:nan +opt_step:22314 lr:0.0003 alpha:0.008018 +2026-02-12 23:52:54 | INFO | PID:1323 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_robotank_t0_s1 [train] +total_reward:2.08 total_reward_ma:1.47 loss:-20.97 fps:120.4 +frame:1.30e+05 wall_t:1080 t:8125 epi:nan +opt_step:24189 lr:0.0003 alpha:0.006738 +2026-02-12 23:54:14 | INFO | PID:1323 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_robotank_t0_s1 [train] +total_reward:2.00 total_reward_ma:1.51 loss:-19.53 fps:120.7 +frame:1.40e+05 wall_t:1160 t:8750 epi:nan +opt_step:26064 lr:0.0003 alpha:0.006738 +2026-02-12 23:55:34 | INFO | PID:1323 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_robotank_t0_s1 [train] +total_reward:2.00 total_reward_ma:1.54 loss:-17.89 fps:121 +frame:1.50e+05 wall_t:1240 t:9375 epi:nan +opt_step:27939 lr:0.0003 alpha:0.006738 +2026-02-12 23:56:54 | INFO | PID:1323 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_robotank_t0_s1 [train] +total_reward:1.97 total_reward_ma:1.57 loss:-16.68 fps:121.2 +frame:1.60e+05 wall_t:1320 t:10000 epi:nan +opt_step:29814 lr:0.0003 alpha:0.006738 +2026-02-12 23:58:13 | INFO | PID:1323 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_robotank_t0_s1 [train] +total_reward:1.91 total_reward_ma:1.59 loss:-15.38 fps:121.5 +frame:1.70e+05 wall_t:1399 t:10625 epi:nan +opt_step:31689 lr:0.0003 alpha:0.006738 +2026-02-12 23:59:33 | INFO | PID:1323 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_robotank_t0_s1 [train] +total_reward:2.07 total_reward_ma:1.62 loss:-14.06 fps:121.7 +frame:1.80e+05 wall_t:1479 t:11250 epi:nan +opt_step:33564 lr:0.0003 alpha:0.006738 +2026-02-13 00:00:54 | INFO | PID:1323 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_robotank_t0_s1 [train] +total_reward:2.10 total_reward_ma:1.64 loss:-13.19 fps:121.8 +frame:1.90e+05 wall_t:1560 t:11875 epi:nan +opt_step:35439 lr:0.0003 alpha:0.006738 +2026-02-13 00:02:15 | INFO | PID:1323 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_robotank_t0_s1 [train] +total_reward:2.20 total_reward_ma:1.67 loss:-12.22 fps:121.9 +frame:2.00e+05 wall_t:1641 t:12500 epi:nan +opt_step:37314 lr:0.0003 alpha:0.006738 +2026-02-13 00:03:35 | INFO | PID:1323 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_robotank_t0_s1 [train] +total_reward:2.23 total_reward_ma:1.70 loss:-11.31 fps:122 +frame:2.10e+05 wall_t:1721 t:13125 epi:nan +opt_step:39189 lr:0.0003 alpha:0.006738 +2026-02-13 00:04:54 | INFO | PID:1323 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_robotank_t0_s1 [train] +total_reward:2.26 total_reward_ma:1.72 loss:-10.4 fps:122.2 +frame:2.20e+05 wall_t:1800 t:13750 epi:nan +opt_step:41064 lr:0.0003 alpha:0.006738 +2026-02-13 00:06:14 | INFO | PID:1323 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_robotank_t0_s1 [train] +total_reward:2.26 total_reward_ma:1.75 loss:-9.823 fps:122.3 +frame:2.30e+05 wall_t:1880 t:14375 epi:nan +opt_step:42939 lr:0.0003 alpha:0.006738 +2026-02-13 00:07:34 | INFO | PID:1323 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_robotank_t0_s1 [train] +total_reward:2.27 total_reward_ma:1.77 loss:-9.222 fps:122.4 +frame:2.40e+05 wall_t:1960 t:15000 epi:nan +opt_step:44814 lr:0.0003 alpha:0.006738 +2026-02-13 00:08:54 | INFO | PID:1323 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_robotank_t0_s1 [train] +total_reward:2.28 total_reward_ma:1.79 loss:-8.636 fps:122.5 +frame:2.50e+05 wall_t:2040 t:15625 epi:nan +opt_step:46689 lr:0.0003 alpha:0.006738 +2026-02-13 00:10:14 | INFO | PID:1323 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_robotank_t0_s1 [train] +total_reward:2.33 total_reward_ma:1.81 loss:-8.103 fps:122.7 +frame:2.60e+05 wall_t:2119 t:16250 epi:nan +opt_step:48564 lr:0.0003 alpha:0.006738 +2026-02-13 00:11:33 | INFO | PID:1323 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_robotank_t0_s1 [train] +total_reward:2.41 total_reward_ma:1.83 loss:-7.572 fps:122.8 +frame:2.70e+05 wall_t:2199 t:16875 epi:nan +opt_step:50439 lr:0.0003 alpha:0.006738 +2026-02-13 00:12:52 | INFO | PID:1323 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_robotank_t0_s1 [train] +total_reward:2.44 total_reward_ma:1.85 loss:-7.131 fps:122.9 +frame:2.80e+05 wall_t:2278 t:17500 epi:nan +opt_step:52314 lr:0.0003 alpha:0.006738 +2026-02-13 00:14:12 | INFO | PID:1323 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_robotank_t0_s1 [train] +total_reward:2.45 total_reward_ma:1.87 loss:-6.753 fps:123 +frame:2.90e+05 wall_t:2358 t:18125 epi:nan +opt_step:54189 lr:0.0003 alpha:0.006738 +2026-02-13 00:15:31 | INFO | PID:1323 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_robotank_t0_s1 [train] +total_reward:2.46 total_reward_ma:1.89 loss:-6.38 fps:123.1 +frame:3.00e+05 wall_t:2437 t:18750 epi:nan +opt_step:56064 lr:0.0003 alpha:0.006738 +2026-02-13 00:16:50 | INFO | PID:1323 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_robotank_t0_s1 [train] +total_reward:2.45 total_reward_ma:1.91 loss:-6.05 fps:123.2 +frame:3.10e+05 wall_t:2516 t:19375 epi:nan +opt_step:57939 lr:0.0003 alpha:0.006738 +2026-02-13 00:18:09 | INFO | PID:1323 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_robotank_t0_s1 [train] +total_reward:2.38 total_reward_ma:1.93 loss:-5.744 fps:123.3 +frame:3.20e+05 wall_t:2595 t:20000 epi:nan +opt_step:59814 lr:0.0003 alpha:0.006738 +2026-02-13 00:19:28 | INFO | PID:1323 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_robotank_t0_s1 [train] +total_reward:2.40 total_reward_ma:1.94 loss:-5.449 fps:123.5 +frame:3.30e+05 wall_t:2673 t:20625 epi:nan +opt_step:61689 lr:0.0003 alpha:0.006738 +2026-02-13 00:20:46 | INFO | PID:1323 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_robotank_t0_s1 [train] +total_reward:2.48 total_reward_ma:1.96 loss:-5.199 fps:123.5 +frame:3.40e+05 wall_t:2752 t:21250 epi:nan +opt_step:63564 lr:0.0003 alpha:0.006738 +2026-02-13 00:22:05 | INFO | PID:1323 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_robotank_t0_s1 [train] +total_reward:2.51 total_reward_ma:1.97 loss:-5.019 fps:123.6 +frame:3.50e+05 wall_t:2831 t:21875 epi:nan +opt_step:65439 lr:0.0003 alpha:0.006738 +2026-02-13 00:23:24 | INFO | PID:1323 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_robotank_t0_s1 [train] +total_reward:2.63 total_reward_ma:1.99 loss:-4.772 fps:123.8 +frame:3.60e+05 wall_t:2909 t:22500 epi:nan +opt_step:67314 lr:0.0003 alpha:0.006738 +2026-02-13 00:24:42 | INFO | PID:1323 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_robotank_t0_s1 [train] +total_reward:2.61 total_reward_ma:2.01 loss:-4.555 fps:123.8 +frame:3.70e+05 wall_t:2988 t:23125 epi:nan +opt_step:69189 lr:0.0003 alpha:0.006738 +2026-02-13 00:26:01 | INFO | PID:1323 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_robotank_t0_s1 [train] +total_reward:2.55 total_reward_ma:2.02 loss:-4.381 fps:123.9 +frame:3.80e+05 wall_t:3067 t:23750 epi:nan +opt_step:71064 lr:0.0003 alpha:0.006738 +2026-02-13 00:27:20 | INFO | PID:1323 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_robotank_t0_s1 [train] +total_reward:2.47 total_reward_ma:2.03 loss:-4.312 fps:124 +frame:3.90e+05 wall_t:3146 t:24375 epi:nan +opt_step:72939 lr:0.0003 alpha:0.006738 +2026-02-13 00:28:39 | INFO | PID:1323 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_robotank_t0_s1 [train] +total_reward:2.52 total_reward_ma:2.04 loss:-4.115 fps:124 +frame:4.00e+05 wall_t:3225 t:25000 epi:nan +opt_step:74814 lr:0.0003 alpha:0.006738 +2026-02-13 00:29:58 | INFO | PID:1323 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_robotank_t0_s1 [train] +total_reward:2.57 total_reward_ma:2.06 loss:-3.981 fps:124.1 +frame:4.10e+05 wall_t:3304 t:25625 epi:nan +opt_step:76689 lr:0.0003 alpha:0.006738 +2026-02-13 00:31:17 | INFO | PID:1323 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_robotank_t0_s1 [train] +total_reward:2.53 total_reward_ma:2.07 loss:-3.847 fps:124.2 +frame:4.20e+05 wall_t:3383 t:26250 epi:nan +opt_step:78564 lr:0.0003 alpha:0.006738 +2026-02-13 00:32:36 | INFO | PID:1323 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_robotank_t0_s1 [train] +total_reward:2.46 total_reward_ma:2.08 loss:-3.718 fps:124.2 +frame:4.30e+05 wall_t:3462 t:26875 epi:nan +opt_step:80439 lr:0.0003 alpha:0.006738 +2026-02-13 00:33:55 | INFO | PID:1323 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_robotank_t0_s1 [train] +total_reward:2.40 total_reward_ma:2.09 loss:-3.56 fps:124.3 +frame:4.40e+05 wall_t:3541 t:27500 epi:nan +opt_step:82314 lr:0.0003 alpha:0.006738 +2026-02-13 00:35:15 | INFO | PID:1323 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_robotank_t0_s1 [train] +total_reward:2.41 total_reward_ma:2.09 loss:-3.493 fps:124.3 +frame:4.50e+05 wall_t:3620 t:28125 epi:nan +opt_step:84189 lr:0.0003 alpha:0.006738 +2026-02-13 00:36:34 | INFO | PID:1323 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_robotank_t0_s1 [train] +total_reward:2.33 total_reward_ma:2.10 loss:-3.355 fps:124.3 +frame:4.60e+05 wall_t:3700 t:28750 epi:nan +opt_step:86064 lr:0.0003 alpha:0.006738 +2026-02-13 00:37:52 | INFO | PID:1323 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_robotank_t0_s1 [train] +total_reward:2.34 total_reward_ma:2.10 loss:-3.353 fps:124.4 +frame:4.70e+05 wall_t:3778 t:29375 epi:nan +opt_step:87939 lr:0.0003 alpha:0.006738 +2026-02-13 00:39:11 | INFO | PID:1323 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_robotank_t0_s1 [train] +total_reward:2.33 total_reward_ma:2.11 loss:-3.249 fps:124.4 +frame:4.80e+05 wall_t:3857 t:30000 epi:nan +opt_step:89814 lr:0.0003 alpha:0.006738 +2026-02-13 00:40:29 | INFO | PID:1323 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_robotank_t0_s1 [train] +total_reward:2.38 total_reward_ma:2.11 loss:-3.147 fps:124.5 +frame:4.90e+05 wall_t:3935 t:30625 epi:nan +opt_step:91689 lr:0.0003 alpha:0.006738 +2026-02-13 00:41:48 | INFO | PID:1323 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_robotank_t0_s1 [train] +total_reward:2.39 total_reward_ma:2.12 loss:-3.071 fps:124.6 +frame:5.00e+05 wall_t:4014 t:31250 epi:nan +opt_step:93564 lr:0.0003 alpha:0.006738 +2026-02-13 00:43:07 | INFO | PID:1323 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_robotank_t0_s1 [train] +total_reward:2.38 total_reward_ma:2.12 loss:-3.039 fps:124.6 +frame:5.10e+05 wall_t:4093 t:31875 epi:nan +opt_step:95439 lr:0.0003 alpha:0.006738 +2026-02-13 00:44:26 | INFO | PID:1323 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_robotank_t0_s1 [train] +total_reward:2.41 total_reward_ma:2.13 loss:-2.963 fps:124.7 +frame:5.20e+05 wall_t:4171 t:32500 epi:nan +opt_step:97314 lr:0.0003 alpha:0.006738 +2026-02-13 00:45:44 | INFO | PID:1323 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_robotank_t0_s1 [train] +total_reward:2.46 total_reward_ma:2.14 loss:-2.991 fps:124.7 +frame:5.30e+05 wall_t:4250 t:33125 epi:nan +opt_step:99189 lr:0.0003 alpha:0.006738 +2026-02-13 00:47:04 | INFO | PID:1323 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_robotank_t0_s1 [train] +total_reward:2.54 total_reward_ma:2.14 loss:-2.941 fps:124.7 +frame:5.40e+05 wall_t:4329 t:33750 epi:nan +opt_step:101064 lr:0.0003 alpha:0.006738 +2026-02-13 00:48:24 | INFO | PID:1323 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_robotank_t0_s1 [train] +total_reward:2.59 total_reward_ma:2.15 loss:-2.834 fps:124.7 +frame:5.50e+05 wall_t:4410 t:34375 epi:nan +opt_step:102939 lr:0.0003 alpha:0.006738 +2026-02-13 00:49:45 | INFO | PID:1323 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_robotank_t0_s1 [train] +total_reward:2.62 total_reward_ma:2.16 loss:-2.733 fps:124.7 +frame:5.60e+05 wall_t:4491 t:35000 epi:nan +opt_step:104814 lr:0.0003 alpha:0.006738 +2026-02-13 00:51:04 | INFO | PID:1323 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_robotank_t0_s1 [train] +total_reward:2.65 total_reward_ma:2.17 loss:-2.771 fps:124.7 +frame:5.70e+05 wall_t:4570 t:35625 epi:nan +opt_step:106689 lr:0.0003 alpha:0.006738 +2026-02-13 00:52:24 | INFO | PID:1323 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_robotank_t0_s1 [train] +total_reward:2.69 total_reward_ma:2.18 loss:-2.688 fps:124.7 +frame:5.80e+05 wall_t:4650 t:36250 epi:nan +opt_step:108564 lr:0.0003 alpha:0.006738 +2026-02-13 00:53:43 | INFO | PID:1323 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_robotank_t0_s1 [train] +total_reward:2.73 total_reward_ma:2.19 loss:-2.666 fps:124.8 +frame:5.90e+05 wall_t:4729 t:36875 epi:nan +opt_step:110439 lr:0.0003 alpha:0.006738 +2026-02-13 00:55:03 | INFO | PID:1323 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_robotank_t0_s1 [train] +total_reward:2.80 total_reward_ma:2.20 loss:-2.62 fps:124.8 +frame:6.00e+05 wall_t:4809 t:37500 epi:nan +opt_step:112314 lr:0.0003 alpha:0.006738 +2026-02-13 00:56:24 | INFO | PID:1323 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_robotank_t0_s1 [train] +total_reward:2.90 total_reward_ma:2.21 loss:-2.541 fps:124.7 +frame:6.10e+05 wall_t:4890 t:38125 epi:nan +opt_step:114189 lr:0.0003 alpha:0.006738 +2026-02-13 00:57:43 | INFO | PID:1323 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_robotank_t0_s1 [train] +total_reward:2.90 total_reward_ma:2.22 loss:-2.527 fps:124.8 +frame:6.20e+05 wall_t:4969 t:38750 epi:nan +opt_step:116064 lr:0.0003 alpha:0.006738 +2026-02-13 00:59:01 | INFO | PID:1323 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_robotank_t0_s1 [train] +total_reward:2.96 total_reward_ma:2.23 loss:-2.54 fps:124.8 +frame:6.30e+05 wall_t:5047 t:39375 epi:nan +opt_step:117939 lr:0.0003 alpha:0.006738 +2026-02-13 01:00:21 | INFO | PID:1323 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_robotank_t0_s1 [train] +total_reward:2.96 total_reward_ma:2.24 loss:-2.515 fps:124.8 +frame:6.40e+05 wall_t:5127 t:40000 epi:nan +opt_step:119814 lr:0.0003 alpha:0.006738 +2026-02-13 01:01:43 | INFO | PID:1323 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_robotank_t0_s1 [train] +total_reward:2.97 total_reward_ma:2.25 loss:-2.451 fps:124.8 +frame:6.50e+05 wall_t:5209 t:40625 epi:nan +opt_step:121689 lr:0.0003 alpha:0.006738 +2026-02-13 01:03:06 | INFO | PID:1323 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_robotank_t0_s1 [train] +total_reward:3.12 total_reward_ma:2.27 loss:-2.423 fps:124.7 +frame:6.60e+05 wall_t:5292 t:41250 epi:nan +opt_step:123564 lr:0.0003 alpha:0.006738 +2026-02-13 01:04:26 | INFO | PID:1323 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_robotank_t0_s1 [train] +total_reward:3.16 total_reward_ma:2.28 loss:-2.396 fps:124.7 +frame:6.70e+05 wall_t:5372 t:41875 epi:nan +opt_step:125439 lr:0.0003 alpha:0.006738 +2026-02-13 01:05:45 | INFO | PID:1323 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_robotank_t0_s1 [train] +total_reward:3.16 total_reward_ma:2.29 loss:-2.415 fps:124.7 +frame:6.80e+05 wall_t:5451 t:42500 epi:nan +opt_step:127314 lr:0.0003 alpha:0.006738 +2026-02-13 01:07:06 | INFO | PID:1323 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_robotank_t0_s1 [train] +total_reward:3.24 total_reward_ma:2.31 loss:-2.415 fps:124.7 +frame:6.90e+05 wall_t:5532 t:43125 epi:nan +opt_step:129189 lr:0.0003 alpha:0.006738 +2026-02-13 01:08:29 | INFO | PID:1323 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_robotank_t0_s1 [train] +total_reward:3.43 total_reward_ma:2.32 loss:-2.37 fps:124.7 +frame:7.00e+05 wall_t:5615 t:43750 epi:nan +opt_step:131064 lr:0.0003 alpha:0.006738 +2026-02-13 01:09:50 | INFO | PID:1323 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_robotank_t0_s1 [train] +total_reward:3.48 total_reward_ma:2.34 loss:-2.319 fps:124.6 +frame:7.10e+05 wall_t:5696 t:44375 epi:nan +opt_step:132939 lr:0.0003 alpha:0.006738 +2026-02-13 01:11:14 | INFO | PID:1323 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_robotank_t0_s1 [train] +total_reward:3.55 total_reward_ma:2.36 loss:-2.316 fps:124.6 +frame:7.20e+05 wall_t:5779 t:45000 epi:nan +opt_step:134814 lr:0.0003 alpha:0.006738 +2026-02-13 01:12:36 | INFO | PID:1323 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_robotank_t0_s1 [train] +total_reward:3.58 total_reward_ma:2.37 loss:-2.293 fps:124.5 +frame:7.30e+05 wall_t:5862 t:45625 epi:nan +opt_step:136689 lr:0.0003 alpha:0.006738 +2026-02-13 01:13:57 | INFO | PID:1323 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_robotank_t0_s1 [train] +total_reward:3.70 total_reward_ma:2.39 loss:-2.293 fps:124.5 +frame:7.40e+05 wall_t:5943 t:46250 epi:nan +opt_step:138564 lr:0.0003 alpha:0.006738 +2026-02-13 01:15:19 | INFO | PID:1323 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_robotank_t0_s1 [train] +total_reward:3.71 total_reward_ma:2.41 loss:-2.291 fps:124.5 +frame:7.50e+05 wall_t:6025 t:46875 epi:nan +opt_step:140439 lr:0.0003 alpha:0.006738 +2026-02-13 01:16:42 | INFO | PID:1323 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_robotank_t0_s1 [train] +total_reward:3.73 total_reward_ma:2.43 loss:-2.275 fps:124.4 +frame:7.60e+05 wall_t:6108 t:47500 epi:nan +opt_step:142314 lr:0.0003 alpha:0.006738 +2026-02-13 01:18:03 | INFO | PID:1323 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_robotank_t0_s1 [train] +total_reward:3.88 total_reward_ma:2.44 loss:-2.293 fps:124.4 +frame:7.70e+05 wall_t:6189 t:48125 epi:nan +opt_step:144189 lr:0.0003 alpha:0.006738 +2026-02-13 01:19:24 | INFO | PID:1323 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_robotank_t0_s1 [train] +total_reward:3.98 total_reward_ma:2.46 loss:-2.292 fps:124.4 +frame:7.80e+05 wall_t:6269 t:48750 epi:nan +opt_step:146064 lr:0.0003 alpha:0.006738 +2026-02-13 01:20:46 | INFO | PID:1323 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_robotank_t0_s1 [train] +total_reward:4.07 total_reward_ma:2.48 loss:-2.308 fps:124.4 +frame:7.90e+05 wall_t:6352 t:49375 epi:nan +opt_step:147939 lr:0.0003 alpha:0.006738 +2026-02-13 01:22:11 | INFO | PID:1323 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_robotank_t0_s1 [train] +total_reward:4.29 total_reward_ma:2.51 loss:-2.273 fps:124.3 +frame:8.00e+05 wall_t:6436 t:50000 epi:nan +opt_step:149814 lr:0.0003 alpha:0.006738 +2026-02-13 01:23:35 | INFO | PID:1323 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_robotank_t0_s1 [train] +total_reward:4.52 total_reward_ma:2.53 loss:-2.25 fps:124.2 +frame:8.10e+05 wall_t:6521 t:50625 epi:nan +opt_step:151689 lr:0.0003 alpha:0.006738 +2026-02-13 01:24:59 | INFO | PID:1323 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_robotank_t0_s1 [train] +total_reward:4.55 total_reward_ma:2.56 loss:-2.258 fps:124.1 +frame:8.20e+05 wall_t:6605 t:51250 epi:nan +opt_step:153564 lr:0.0003 alpha:0.006738 +2026-02-13 01:26:20 | INFO | PID:1323 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_robotank_t0_s1 [train] +total_reward:4.75 total_reward_ma:2.58 loss:-2.192 fps:124.1 +frame:8.30e+05 wall_t:6686 t:51875 epi:nan +opt_step:155439 lr:0.0003 alpha:0.006738 +2026-02-13 01:27:41 | INFO | PID:1323 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_robotank_t0_s1 [train] +total_reward:4.89 total_reward_ma:2.61 loss:-2.27 fps:124.1 +frame:8.40e+05 wall_t:6767 t:52500 epi:nan +opt_step:157314 lr:0.0003 alpha:0.006738 +2026-02-13 01:29:00 | INFO | PID:1323 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_robotank_t0_s1 [train] +total_reward:4.86 total_reward_ma:2.64 loss:-2.202 fps:124.2 +frame:8.50e+05 wall_t:6846 t:53125 epi:nan +opt_step:159189 lr:0.0003 alpha:0.006738 +2026-02-13 01:30:22 | INFO | PID:1323 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_robotank_t0_s1 [train] +total_reward:4.91 total_reward_ma:2.66 loss:-2.242 fps:124.1 +frame:8.60e+05 wall_t:6928 t:53750 epi:nan +opt_step:161064 lr:0.0003 alpha:0.006738 +2026-02-13 01:31:44 | INFO | PID:1323 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_robotank_t0_s1 [train] +total_reward:4.94 total_reward_ma:2.69 loss:-2.268 fps:124.1 +frame:8.70e+05 wall_t:7010 t:54375 epi:nan +opt_step:162939 lr:0.0003 alpha:0.006738 +2026-02-13 01:33:06 | INFO | PID:1323 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_robotank_t0_s1 [train] +total_reward:5.03 total_reward_ma:2.72 loss:-2.263 fps:124.1 +frame:8.80e+05 wall_t:7092 t:55000 epi:nan +opt_step:164814 lr:0.0003 alpha:0.006738 +2026-02-13 01:34:27 | INFO | PID:1323 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_robotank_t0_s1 [train] +total_reward:5.10 total_reward_ma:2.74 loss:-2.213 fps:124.1 +frame:8.90e+05 wall_t:7173 t:55625 epi:nan +opt_step:166689 lr:0.0003 alpha:0.006738 +2026-02-13 01:35:47 | INFO | PID:1323 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_robotank_t0_s1 [train] +total_reward:5.24 total_reward_ma:2.77 loss:-2.172 fps:124.1 +frame:9.00e+05 wall_t:7253 t:56250 epi:nan +opt_step:168564 lr:0.0003 alpha:0.006738 +2026-02-13 01:37:09 | INFO | PID:1323 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_robotank_t0_s1 [train] +total_reward:5.24 total_reward_ma:2.80 loss:-2.175 fps:124.1 +frame:9.10e+05 wall_t:7335 t:56875 epi:nan +opt_step:170439 lr:0.0003 alpha:0.006738 +2026-02-13 01:38:28 | INFO | PID:1323 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_robotank_t0_s1 [train] +total_reward:5.31 total_reward_ma:2.83 loss:-2.209 fps:124.1 +frame:9.20e+05 wall_t:7414 t:57500 epi:nan +opt_step:172314 lr:0.0003 alpha:0.006738 +2026-02-13 01:39:51 | INFO | PID:1323 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_robotank_t0_s1 [train] +total_reward:5.49 total_reward_ma:2.85 loss:-2.171 fps:124 +frame:9.30e+05 wall_t:7497 t:58125 epi:nan +opt_step:174189 lr:0.0003 alpha:0.006738 +2026-02-13 01:41:11 | INFO | PID:1323 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_robotank_t0_s1 [train] +total_reward:5.61 total_reward_ma:2.88 loss:-2.22 fps:124.1 +frame:9.40e+05 wall_t:7577 t:58750 epi:nan +opt_step:176064 lr:0.0003 alpha:0.006738 +2026-02-13 01:42:31 | INFO | PID:1323 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_robotank_t0_s1 [train] +total_reward:5.65 total_reward_ma:2.91 loss:-2.214 fps:124.1 +frame:9.50e+05 wall_t:7657 t:59375 epi:nan +opt_step:177939 lr:0.0003 alpha:0.006738 +2026-02-13 01:43:51 | INFO | PID:1323 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_robotank_t0_s1 [train] +total_reward:5.87 total_reward_ma:2.94 loss:-2.19 fps:124.1 +frame:9.60e+05 wall_t:7737 t:60000 epi:nan +opt_step:179814 lr:0.0003 alpha:0.006738 +2026-02-13 01:45:12 | INFO | PID:1323 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_robotank_t0_s1 [train] +total_reward:6.15 total_reward_ma:2.98 loss:-2.183 fps:124.1 +frame:9.70e+05 wall_t:7817 t:60625 epi:nan +opt_step:181689 lr:0.0003 alpha:0.006738 +2026-02-13 01:46:30 | INFO | PID:1323 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_robotank_t0_s1 [train] +total_reward:6.11 total_reward_ma:3.01 loss:-2.159 fps:124.1 +frame:9.80e+05 wall_t:7896 t:61250 epi:nan +opt_step:183564 lr:0.0003 alpha:0.006738 +2026-02-13 01:47:50 | INFO | PID:1323 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_robotank_t0_s1 [train] +total_reward:6.13 total_reward_ma:3.04 loss:-2.177 fps:124.1 +frame:9.90e+05 wall_t:7976 t:61875 epi:nan +opt_step:185439 lr:0.0003 alpha:0.006738 +2026-02-13 01:49:10 | INFO | PID:1323 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_robotank_t0_s1 [train] +total_reward:6.10 total_reward_ma:3.07 loss:-2.102 fps:124.1 +frame:1.00e+06 wall_t:8056 t:62500 epi:nan +opt_step:187314 lr:0.0003 alpha:0.006738 +2026-02-13 01:50:29 | INFO | PID:1323 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_robotank_t0_s1 [train] +total_reward:6.10 total_reward_ma:3.13 loss:-2.217 fps:124.2 +frame:1.01e+06 wall_t:8135 t:63125 epi:nan +opt_step:189189 lr:0.0003 alpha:0.006738 +2026-02-13 01:51:50 | INFO | PID:1323 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_robotank_t0_s1 [train] +total_reward:6.14 total_reward_ma:3.19 loss:-2.194 fps:124.2 +frame:1.02e+06 wall_t:8215 t:63750 epi:nan +opt_step:191064 lr:0.0003 alpha:0.006738 +2026-02-13 01:53:09 | INFO | PID:1323 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_robotank_t0_s1 [train] +total_reward:6.14 total_reward_ma:3.24 loss:-2.217 fps:124.2 +frame:1.03e+06 wall_t:8295 t:64375 epi:nan +opt_step:192939 lr:0.0003 alpha:0.006738 +2026-02-13 01:54:28 | INFO | PID:1323 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_robotank_t0_s1 [train] +total_reward:6.22 total_reward_ma:3.29 loss:-2.177 fps:124.2 +frame:1.04e+06 wall_t:8374 t:65000 epi:nan +opt_step:194814 lr:0.0003 alpha:0.006738 +2026-02-13 01:55:47 | INFO | PID:1323 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_robotank_t0_s1 [train] +total_reward:6.37 total_reward_ma:3.34 loss:-2.182 fps:124.2 +frame:1.05e+06 wall_t:8453 t:65625 epi:nan +opt_step:196689 lr:0.0003 alpha:0.006738 +2026-02-13 01:57:05 | INFO | PID:1323 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_robotank_t0_s1 [train] +total_reward:6.48 total_reward_ma:3.39 loss:-2.152 fps:124.3 +frame:1.06e+06 wall_t:8531 t:66250 epi:nan +opt_step:198564 lr:0.0003 alpha:0.006738 +2026-02-13 01:58:24 | INFO | PID:1323 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_robotank_t0_s1 [train] +total_reward:6.61 total_reward_ma:3.44 loss:-2.18 fps:124.3 +frame:1.07e+06 wall_t:8610 t:66875 epi:nan +opt_step:200439 lr:0.0003 alpha:0.006738 +2026-02-13 01:59:43 | INFO | PID:1323 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_robotank_t0_s1 [train] +total_reward:6.67 total_reward_ma:3.48 loss:-2.194 fps:124.3 +frame:1.08e+06 wall_t:8689 t:67500 epi:nan +opt_step:202314 lr:0.0003 alpha:0.006738 +2026-02-13 02:01:02 | INFO | PID:1323 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_robotank_t0_s1 [train] +total_reward:6.72 total_reward_ma:3.53 loss:-2.192 fps:124.3 +frame:1.09e+06 wall_t:8768 t:68125 epi:nan +opt_step:204189 lr:0.0003 alpha:0.006738 +2026-02-13 02:02:20 | INFO | PID:1323 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_robotank_t0_s1 [train] +total_reward:6.92 total_reward_ma:3.58 loss:-2.127 fps:124.3 +frame:1.10e+06 wall_t:8846 t:68750 epi:nan +opt_step:206064 lr:0.0003 alpha:0.006738 +2026-02-13 02:03:39 | INFO | PID:1323 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_robotank_t0_s1 [train] +total_reward:6.92 total_reward_ma:3.63 loss:-2.157 fps:124.4 +frame:1.11e+06 wall_t:8924 t:69375 epi:nan +opt_step:207939 lr:0.0003 alpha:0.006738 +2026-02-13 02:04:58 | INFO | PID:1323 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_robotank_t0_s1 [train] +total_reward:6.98 total_reward_ma:3.68 loss:-2.12 fps:124.4 +frame:1.12e+06 wall_t:9004 t:70000 epi:nan +opt_step:209814 lr:0.0003 alpha:0.006738 +2026-02-13 02:06:17 | INFO | PID:1323 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_robotank_t0_s1 [train] +total_reward:7.19 total_reward_ma:3.73 loss:-2.145 fps:124.4 +frame:1.13e+06 wall_t:9083 t:70625 epi:nan +opt_step:211689 lr:0.0003 alpha:0.006738 +2026-02-13 02:07:37 | INFO | PID:1323 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_robotank_t0_s1 [train] +total_reward:7.27 total_reward_ma:3.79 loss:-2.179 fps:124.4 +frame:1.14e+06 wall_t:9163 t:71250 epi:nan +opt_step:213564 lr:0.0003 alpha:0.006738 +2026-02-13 02:08:56 | INFO | PID:1323 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_robotank_t0_s1 [train] +total_reward:7.29 total_reward_ma:3.84 loss:-2.16 fps:124.4 +frame:1.15e+06 wall_t:9242 t:71875 epi:nan +opt_step:215439 lr:0.0003 alpha:0.006738 +2026-02-13 02:10:15 | INFO | PID:1323 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_robotank_t0_s1 [train] +total_reward:7.29 total_reward_ma:3.89 loss:-2.135 fps:124.5 +frame:1.16e+06 wall_t:9321 t:72500 epi:nan +opt_step:217314 lr:0.0003 alpha:0.006738 +2026-02-13 02:11:34 | INFO | PID:1323 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_robotank_t0_s1 [train] +total_reward:7.56 total_reward_ma:3.95 loss:-2.204 fps:124.5 +frame:1.17e+06 wall_t:9400 t:73125 epi:nan +opt_step:219189 lr:0.0003 alpha:0.006738 +2026-02-13 02:12:54 | INFO | PID:1323 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_robotank_t0_s1 [train] +total_reward:7.58 total_reward_ma:4.00 loss:-2.168 fps:124.5 +frame:1.18e+06 wall_t:9480 t:73750 epi:nan +opt_step:221064 lr:0.0003 alpha:0.006738 +2026-02-13 02:14:13 | INFO | PID:1323 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_robotank_t0_s1 [train] +total_reward:7.63 total_reward_ma:4.06 loss:-2.131 fps:124.5 +frame:1.19e+06 wall_t:9558 t:74375 epi:nan +opt_step:222939 lr:0.0003 alpha:0.006738 +2026-02-13 02:15:32 | INFO | PID:1323 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_robotank_t0_s1 [train] +total_reward:7.78 total_reward_ma:4.11 loss:-2.157 fps:124.5 +frame:1.20e+06 wall_t:9638 t:75000 epi:nan +opt_step:224814 lr:0.0003 alpha:0.006738 +2026-02-13 02:16:53 | INFO | PID:1323 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_robotank_t0_s1 [train] +total_reward:7.79 total_reward_ma:4.17 loss:-2.201 fps:124.5 +frame:1.21e+06 wall_t:9719 t:75625 epi:nan +opt_step:226689 lr:0.0003 alpha:0.006738 +2026-02-13 02:18:12 | INFO | PID:1323 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_robotank_t0_s1 [train] +total_reward:7.92 total_reward_ma:4.23 loss:-2.208 fps:124.5 +frame:1.22e+06 wall_t:9798 t:76250 epi:nan +opt_step:228564 lr:0.0003 alpha:0.006738 +2026-02-13 02:19:30 | INFO | PID:1323 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_robotank_t0_s1 [train] +total_reward:7.92 total_reward_ma:4.28 loss:-2.194 fps:124.5 +frame:1.23e+06 wall_t:9876 t:76875 epi:nan +opt_step:230439 lr:0.0003 alpha:0.006738 +2026-02-13 02:20:50 | INFO | PID:1323 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_robotank_t0_s1 [train] +total_reward:8.23 total_reward_ma:4.34 loss:-2.206 fps:124.6 +frame:1.24e+06 wall_t:9955 t:77500 epi:nan +opt_step:232314 lr:0.0003 alpha:0.006738 +2026-02-13 02:22:08 | INFO | PID:1323 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_robotank_t0_s1 [train] +total_reward:8.28 total_reward_ma:4.40 loss:-2.177 fps:124.6 +frame:1.25e+06 wall_t:10034 t:78125 epi:nan +opt_step:234189 lr:0.0003 alpha:0.006738 +2026-02-13 02:23:27 | INFO | PID:1323 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_robotank_t0_s1 [train] +total_reward:8.21 total_reward_ma:4.46 loss:-2.132 fps:124.6 +frame:1.26e+06 wall_t:10112 t:78750 epi:nan +opt_step:236064 lr:0.0003 alpha:0.006738 +2026-02-13 02:24:46 | INFO | PID:1323 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_robotank_t0_s1 [train] +total_reward:8.26 total_reward_ma:4.52 loss:-2.215 fps:124.6 +frame:1.27e+06 wall_t:10191 t:79375 epi:nan +opt_step:237939 lr:0.0003 alpha:0.006738 +2026-02-13 02:26:04 | INFO | PID:1323 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_robotank_t0_s1 [train] +total_reward:8.38 total_reward_ma:4.58 loss:-2.167 fps:124.6 +frame:1.28e+06 wall_t:10270 t:80000 epi:nan +opt_step:239814 lr:0.0003 alpha:0.006738 +2026-02-13 02:27:23 | INFO | PID:1323 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_robotank_t0_s1 [train] +total_reward:8.55 total_reward_ma:4.64 loss:-2.213 fps:124.6 +frame:1.29e+06 wall_t:10349 t:80625 epi:nan +opt_step:241689 lr:0.0003 alpha:0.006738 +2026-02-13 02:28:42 | INFO | PID:1323 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_robotank_t0_s1 [train] +total_reward:8.55 total_reward_ma:4.70 loss:-2.206 fps:124.7 +frame:1.30e+06 wall_t:10428 t:81250 epi:nan +opt_step:243564 lr:0.0003 alpha:0.006738 +2026-02-13 02:30:02 | INFO | PID:1323 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_robotank_t0_s1 [train] +total_reward:8.71 total_reward_ma:4.76 loss:-2.235 fps:124.7 +frame:1.31e+06 wall_t:10507 t:81875 epi:nan +opt_step:245439 lr:0.0003 alpha:0.006738 +2026-02-13 02:31:21 | INFO | PID:1323 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_robotank_t0_s1 [train] +total_reward:8.92 total_reward_ma:4.83 loss:-2.201 fps:124.7 +frame:1.32e+06 wall_t:10587 t:82500 epi:nan +opt_step:247314 lr:0.0003 alpha:0.006738 +2026-02-13 02:32:41 | INFO | PID:1323 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_robotank_t0_s1 [train] +total_reward:9.11 total_reward_ma:4.90 loss:-2.177 fps:124.7 +frame:1.33e+06 wall_t:10667 t:83125 epi:nan +opt_step:249189 lr:0.0003 alpha:0.006738 +2026-02-13 02:33:59 | INFO | PID:1323 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_robotank_t0_s1 [train] +total_reward:9.04 total_reward_ma:4.96 loss:-2.173 fps:124.7 +frame:1.34e+06 wall_t:10745 t:83750 epi:nan +opt_step:251064 lr:0.0003 alpha:0.006738 +2026-02-13 02:35:20 | INFO | PID:1323 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_robotank_t0_s1 [train] +total_reward:9.19 total_reward_ma:5.03 loss:-2.13 fps:124.7 +frame:1.35e+06 wall_t:10826 t:84375 epi:nan +opt_step:252939 lr:0.0003 alpha:0.006738 +2026-02-13 02:36:41 | INFO | PID:1323 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_robotank_t0_s1 [train] +total_reward:9.25 total_reward_ma:5.10 loss:-2.129 fps:124.7 +frame:1.36e+06 wall_t:10907 t:85000 epi:nan +opt_step:254814 lr:0.0003 alpha:0.006738 +2026-02-13 02:38:02 | INFO | PID:1323 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_robotank_t0_s1 [train] +total_reward:9.29 total_reward_ma:5.16 loss:-2.14 fps:124.7 +frame:1.37e+06 wall_t:10988 t:85625 epi:nan +opt_step:256689 lr:0.0003 alpha:0.006738 +2026-02-13 02:39:22 | INFO | PID:1323 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_robotank_t0_s1 [train] +total_reward:9.35 total_reward_ma:5.23 loss:-2.172 fps:124.7 +frame:1.38e+06 wall_t:11068 t:86250 epi:nan +opt_step:258564 lr:0.0003 alpha:0.006738 +2026-02-13 02:40:43 | INFO | PID:1323 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_robotank_t0_s1 [train] +total_reward:9.37 total_reward_ma:5.30 loss:-2.162 fps:124.7 +frame:1.39e+06 wall_t:11149 t:86875 epi:nan +opt_step:260439 lr:0.0003 alpha:0.006738 +2026-02-13 02:42:04 | INFO | PID:1323 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_robotank_t0_s1 [train] +total_reward:9.31 total_reward_ma:5.37 loss:-2.094 fps:124.7 +frame:1.40e+06 wall_t:11229 t:87500 epi:nan +opt_step:262314 lr:0.0003 alpha:0.006738 +2026-02-13 02:43:24 | INFO | PID:1323 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_robotank_t0_s1 [train] +total_reward:9.43 total_reward_ma:5.44 loss:-2.179 fps:124.7 +frame:1.41e+06 wall_t:11310 t:88125 epi:nan +opt_step:264189 lr:0.0003 alpha:0.006738 +2026-02-13 02:44:44 | INFO | PID:1323 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_robotank_t0_s1 [train] +total_reward:9.43 total_reward_ma:5.50 loss:-2.166 fps:124.7 +frame:1.42e+06 wall_t:11390 t:88750 epi:nan +opt_step:266064 lr:0.0003 alpha:0.006738 +2026-02-13 02:46:03 | INFO | PID:1323 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_robotank_t0_s1 [train] +total_reward:9.45 total_reward_ma:5.57 loss:-2.166 fps:124.7 +frame:1.43e+06 wall_t:11469 t:89375 epi:nan +opt_step:267939 lr:0.0003 alpha:0.006738 +2026-02-13 02:47:23 | INFO | PID:1323 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_robotank_t0_s1 [train] +total_reward:9.56 total_reward_ma:5.65 loss:-2.166 fps:124.7 +frame:1.44e+06 wall_t:11549 t:90000 epi:nan +opt_step:269814 lr:0.0003 alpha:0.006738 +2026-02-13 02:48:43 | INFO | PID:1323 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_robotank_t0_s1 [train] +total_reward:9.75 total_reward_ma:5.72 loss:-2.126 fps:124.7 +frame:1.45e+06 wall_t:11629 t:90625 epi:nan +opt_step:271689 lr:0.0003 alpha:0.006738 +2026-02-13 02:50:03 | INFO | PID:1323 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_robotank_t0_s1 [train] +total_reward:9.84 total_reward_ma:5.79 loss:-2.165 fps:124.7 +frame:1.46e+06 wall_t:11709 t:91250 epi:nan +opt_step:273564 lr:0.0003 alpha:0.006738 +2026-02-13 02:51:22 | INFO | PID:1323 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_robotank_t0_s1 [train] +total_reward:9.93 total_reward_ma:5.87 loss:-2.131 fps:124.7 +frame:1.47e+06 wall_t:11788 t:91875 epi:nan +opt_step:275439 lr:0.0003 alpha:0.006738 +2026-02-13 02:52:42 | INFO | PID:1323 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_robotank_t0_s1 [train] +total_reward:10.06 total_reward_ma:5.95 loss:-2.14 fps:124.7 +frame:1.48e+06 wall_t:11868 t:92500 epi:nan +opt_step:277314 lr:0.0003 alpha:0.006738 +2026-02-13 02:54:03 | INFO | PID:1323 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_robotank_t0_s1 [train] +total_reward:10.06 total_reward_ma:6.02 loss:-2.163 fps:124.7 +frame:1.49e+06 wall_t:11949 t:93125 epi:nan +opt_step:279189 lr:0.0003 alpha:0.006738 +2026-02-13 02:55:23 | INFO | PID:1323 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_robotank_t0_s1 [train] +total_reward:10.15 total_reward_ma:6.10 loss:-2.149 fps:124.7 +frame:1.50e+06 wall_t:12029 t:93750 epi:nan +opt_step:281064 lr:0.0003 alpha:0.006738 +2026-02-13 02:56:43 | INFO | PID:1323 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_robotank_t0_s1 [train] +total_reward:10.11 total_reward_ma:6.18 loss:-2.157 fps:124.7 +frame:1.51e+06 wall_t:12109 t:94375 epi:nan +opt_step:282939 lr:0.0003 alpha:0.006738 +2026-02-13 02:58:02 | INFO | PID:1323 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_robotank_t0_s1 [train] +total_reward:10.13 total_reward_ma:6.26 loss:-2.16 fps:124.7 +frame:1.52e+06 wall_t:12188 t:95000 epi:nan +opt_step:284814 lr:0.0003 alpha:0.006738 +2026-02-13 02:59:21 | INFO | PID:1323 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_robotank_t0_s1 [train] +total_reward:10.19 total_reward_ma:6.33 loss:-2.208 fps:124.7 +frame:1.53e+06 wall_t:12267 t:95625 epi:nan +opt_step:286689 lr:0.0003 alpha:0.006738 +2026-02-13 03:00:42 | INFO | PID:1323 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_robotank_t0_s1 [train] +total_reward:10.21 total_reward_ma:6.41 loss:-2.17 fps:124.7 +frame:1.54e+06 wall_t:12348 t:96250 epi:nan +opt_step:288564 lr:0.0003 alpha:0.006738 +2026-02-13 03:02:04 | INFO | PID:1323 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_robotank_t0_s1 [train] +total_reward:10.22 total_reward_ma:6.49 loss:-2.222 fps:124.7 +frame:1.55e+06 wall_t:12430 t:96875 epi:nan +opt_step:290439 lr:0.0003 alpha:0.006738 +2026-02-13 03:03:26 | INFO | PID:1323 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_robotank_t0_s1 [train] +total_reward:10.30 total_reward_ma:6.56 loss:-2.227 fps:124.7 +frame:1.56e+06 wall_t:12512 t:97500 epi:nan +opt_step:292314 lr:0.0003 alpha:0.006738 +2026-02-13 03:04:48 | INFO | PID:1323 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_robotank_t0_s1 [train] +total_reward:10.26 total_reward_ma:6.64 loss:-2.127 fps:124.7 +frame:1.57e+06 wall_t:12593 t:98125 epi:nan +opt_step:294189 lr:0.0003 alpha:0.006738 +2026-02-13 03:06:07 | INFO | PID:1323 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_robotank_t0_s1 [train] +total_reward:10.38 total_reward_ma:6.72 loss:-2.225 fps:124.7 +frame:1.58e+06 wall_t:12673 t:98750 epi:nan +opt_step:296064 lr:0.0003 alpha:0.006738 +2026-02-13 03:07:28 | INFO | PID:1323 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_robotank_t0_s1 [train] +total_reward:10.42 total_reward_ma:6.79 loss:-2.18 fps:124.7 +frame:1.59e+06 wall_t:12754 t:99375 epi:nan +opt_step:297939 lr:0.0003 alpha:0.006738 +2026-02-13 03:08:48 | INFO | PID:1323 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_robotank_t0_s1 [train] +total_reward:10.55 total_reward_ma:6.87 loss:-2.26 fps:124.7 +frame:1.60e+06 wall_t:12834 t:100000 epi:nan +opt_step:299814 lr:0.0003 alpha:0.006738 +2026-02-13 03:10:10 | INFO | PID:1323 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_robotank_t0_s1 [train] +total_reward:10.53 total_reward_ma:6.95 loss:-2.129 fps:124.7 +frame:1.61e+06 wall_t:12916 t:100625 epi:nan +opt_step:301689 lr:0.0003 alpha:0.006738 +2026-02-13 03:11:29 | INFO | PID:1323 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_robotank_t0_s1 [train] +total_reward:10.51 total_reward_ma:7.02 loss:-2.235 fps:124.7 +frame:1.62e+06 wall_t:12994 t:101250 epi:nan +opt_step:303564 lr:0.0003 alpha:0.006738 +2026-02-13 03:12:48 | INFO | PID:1323 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_robotank_t0_s1 [train] +total_reward:10.52 total_reward_ma:7.10 loss:-2.205 fps:124.7 +frame:1.63e+06 wall_t:13074 t:101875 epi:nan +opt_step:305439 lr:0.0003 alpha:0.006738 +2026-02-13 03:14:08 | INFO | PID:1323 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_robotank_t0_s1 [train] +total_reward:10.48 total_reward_ma:7.17 loss:-2.246 fps:124.7 +frame:1.64e+06 wall_t:13154 t:102500 epi:nan +opt_step:307314 lr:0.0003 alpha:0.006738 +2026-02-13 03:15:27 | INFO | PID:1323 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_robotank_t0_s1 [train] +total_reward:10.64 total_reward_ma:7.25 loss:-2.21 fps:124.7 +frame:1.65e+06 wall_t:13233 t:103125 epi:nan +opt_step:309189 lr:0.0003 alpha:0.006738 +2026-02-13 03:16:46 | INFO | PID:1323 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_robotank_t0_s1 [train] +total_reward:10.53 total_reward_ma:7.33 loss:-2.251 fps:124.7 +frame:1.66e+06 wall_t:13312 t:103750 epi:nan +opt_step:311064 lr:0.0003 alpha:0.006738 +2026-02-13 03:18:07 | INFO | PID:1323 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_robotank_t0_s1 [train] +total_reward:10.49 total_reward_ma:7.40 loss:-2.29 fps:124.7 +frame:1.67e+06 wall_t:13393 t:104375 epi:nan +opt_step:312939 lr:0.0003 alpha:0.006738 +2026-02-13 03:19:28 | INFO | PID:1323 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_robotank_t0_s1 [train] +total_reward:10.48 total_reward_ma:7.47 loss:-2.282 fps:124.7 +frame:1.68e+06 wall_t:13474 t:105000 epi:nan +opt_step:314814 lr:0.0003 alpha:0.006738 +2026-02-13 03:20:47 | INFO | PID:1323 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_robotank_t0_s1 [train] +total_reward:10.51 total_reward_ma:7.54 loss:-2.225 fps:124.7 +frame:1.69e+06 wall_t:13553 t:105625 epi:nan +opt_step:316689 lr:0.0003 alpha:0.006738 +2026-02-13 03:22:07 | INFO | PID:1323 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_robotank_t0_s1 [train] +total_reward:10.62 total_reward_ma:7.62 loss:-2.274 fps:124.7 +frame:1.70e+06 wall_t:13633 t:106250 epi:nan +opt_step:318564 lr:0.0003 alpha:0.006738 +2026-02-13 03:23:28 | INFO | PID:1323 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_robotank_t0_s1 [train] +total_reward:10.68 total_reward_ma:7.69 loss:-2.214 fps:124.7 +frame:1.71e+06 wall_t:13714 t:106875 epi:nan +opt_step:320439 lr:0.0003 alpha:0.006738 +2026-02-13 03:24:48 | INFO | PID:1323 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_robotank_t0_s1 [train] +total_reward:10.68 total_reward_ma:7.76 loss:-2.261 fps:124.7 +frame:1.72e+06 wall_t:13794 t:107500 epi:nan +opt_step:322314 lr:0.0003 alpha:0.006738 +2026-02-13 03:26:08 | INFO | PID:1323 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_robotank_t0_s1 [train] +total_reward:10.69 total_reward_ma:7.83 loss:-2.268 fps:124.7 +frame:1.73e+06 wall_t:13874 t:108125 epi:nan +opt_step:324189 lr:0.0003 alpha:0.006738 +2026-02-13 03:27:29 | INFO | PID:1323 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_robotank_t0_s1 [train] +total_reward:10.83 total_reward_ma:7.90 loss:-2.288 fps:124.7 +frame:1.74e+06 wall_t:13955 t:108750 epi:nan +opt_step:326064 lr:0.0003 alpha:0.006738 +2026-02-13 03:28:49 | INFO | PID:1323 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_robotank_t0_s1 [train] +total_reward:10.83 total_reward_ma:7.97 loss:-2.311 fps:124.7 +frame:1.75e+06 wall_t:14035 t:109375 epi:nan +opt_step:327939 lr:0.0003 alpha:0.006738 +2026-02-13 03:30:10 | INFO | PID:1323 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_robotank_t0_s1 [train] +total_reward:10.83 total_reward_ma:8.04 loss:-2.262 fps:124.7 +frame:1.76e+06 wall_t:14116 t:110000 epi:nan +opt_step:329814 lr:0.0003 alpha:0.006738 +2026-02-13 03:31:29 | INFO | PID:1323 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_robotank_t0_s1 [train] +total_reward:10.83 total_reward_ma:8.11 loss:-2.277 fps:124.7 +frame:1.77e+06 wall_t:14195 t:110625 epi:nan +opt_step:331689 lr:0.0003 alpha:0.006738 +2026-02-13 03:32:48 | INFO | PID:1323 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_robotank_t0_s1 [train] +total_reward:10.80 total_reward_ma:8.18 loss:-2.251 fps:124.7 +frame:1.78e+06 wall_t:14274 t:111250 epi:nan +opt_step:333564 lr:0.0003 alpha:0.006738 +2026-02-13 03:34:08 | INFO | PID:1323 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_robotank_t0_s1 [train] +total_reward:10.83 total_reward_ma:8.25 loss:-2.33 fps:124.7 +frame:1.79e+06 wall_t:14354 t:111875 epi:nan +opt_step:335439 lr:0.0003 alpha:0.006738 +2026-02-13 03:35:29 | INFO | PID:1323 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_robotank_t0_s1 [train] +total_reward:10.96 total_reward_ma:8.32 loss:-2.218 fps:124.7 +frame:1.80e+06 wall_t:14435 t:112500 epi:nan +opt_step:337314 lr:0.0003 alpha:0.006738 +2026-02-13 03:36:49 | INFO | PID:1323 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_robotank_t0_s1 [train] +total_reward:11.12 total_reward_ma:8.38 loss:-2.278 fps:124.7 +frame:1.81e+06 wall_t:14515 t:113125 epi:nan +opt_step:339189 lr:0.0003 alpha:0.006738 +2026-02-13 03:38:10 | INFO | PID:1323 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_robotank_t0_s1 [train] +total_reward:11.25 total_reward_ma:8.45 loss:-2.309 fps:124.7 +frame:1.82e+06 wall_t:14596 t:113750 epi:nan +opt_step:341064 lr:0.0003 alpha:0.006738 +2026-02-13 03:39:31 | INFO | PID:1323 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_robotank_t0_s1 [train] +total_reward:11.24 total_reward_ma:8.51 loss:-2.324 fps:124.7 +frame:1.83e+06 wall_t:14677 t:114375 epi:nan +opt_step:342939 lr:0.0003 alpha:0.006738 +2026-02-13 03:40:51 | INFO | PID:1323 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_robotank_t0_s1 [train] +total_reward:11.19 total_reward_ma:8.58 loss:-2.352 fps:124.7 +frame:1.84e+06 wall_t:14757 t:115000 epi:nan +opt_step:344814 lr:0.0003 alpha:0.006738 +2026-02-13 03:42:11 | INFO | PID:1323 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_robotank_t0_s1 [train] +total_reward:11.24 total_reward_ma:8.64 loss:-2.338 fps:124.7 +frame:1.85e+06 wall_t:14836 t:115625 epi:nan +opt_step:346689 lr:0.0003 alpha:0.006738 +2026-02-13 03:43:32 | INFO | PID:1323 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_robotank_t0_s1 [train] +total_reward:11.29 total_reward_ma:8.70 loss:-2.324 fps:124.7 +frame:1.86e+06 wall_t:14918 t:116250 epi:nan +opt_step:348564 lr:0.0003 alpha:0.006738 +2026-02-13 03:44:51 | INFO | PID:1323 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_robotank_t0_s1 [train] +total_reward:11.27 total_reward_ma:8.77 loss:-2.329 fps:124.7 +frame:1.87e+06 wall_t:14997 t:116875 epi:nan +opt_step:350439 lr:0.0003 alpha:0.006738 +2026-02-13 03:46:12 | INFO | PID:1323 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_robotank_t0_s1 [train] +total_reward:11.18 total_reward_ma:8.83 loss:-2.355 fps:124.7 +frame:1.88e+06 wall_t:15078 t:117500 epi:nan +opt_step:352314 lr:0.0003 alpha:0.006738 +2026-02-13 03:47:32 | INFO | PID:1323 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_robotank_t0_s1 [train] +total_reward:11.27 total_reward_ma:8.89 loss:-2.343 fps:124.7 +frame:1.89e+06 wall_t:15158 t:118125 epi:nan +opt_step:354189 lr:0.0003 alpha:0.006738 +2026-02-13 03:48:53 | INFO | PID:1323 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_robotank_t0_s1 [train] +total_reward:11.39 total_reward_ma:8.95 loss:-2.383 fps:124.7 +frame:1.90e+06 wall_t:15239 t:118750 epi:nan +opt_step:356064 lr:0.0003 alpha:0.006738 +2026-02-13 03:50:12 | INFO | PID:1323 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_robotank_t0_s1 [train] +total_reward:11.35 total_reward_ma:9.01 loss:-2.382 fps:124.7 +frame:1.91e+06 wall_t:15318 t:119375 epi:nan +opt_step:357939 lr:0.0003 alpha:0.006738 +2026-02-13 03:51:32 | INFO | PID:1323 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_robotank_t0_s1 [train] +total_reward:11.37 total_reward_ma:9.07 loss:-2.359 fps:124.7 +frame:1.92e+06 wall_t:15398 t:120000 epi:nan +opt_step:359814 lr:0.0003 alpha:0.006738 +2026-02-13 03:52:51 | INFO | PID:1323 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_robotank_t0_s1 [train] +total_reward:11.47 total_reward_ma:9.13 loss:-2.371 fps:124.7 +frame:1.93e+06 wall_t:15477 t:120625 epi:nan +opt_step:361689 lr:0.0003 alpha:0.006738 +2026-02-13 03:54:11 | INFO | PID:1323 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_robotank_t0_s1 [train] +total_reward:11.52 total_reward_ma:9.19 loss:-2.409 fps:124.7 +frame:1.94e+06 wall_t:15557 t:121250 epi:nan +opt_step:363564 lr:0.0003 alpha:0.006738 +2026-02-13 03:55:30 | INFO | PID:1323 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_robotank_t0_s1 [train] +total_reward:11.65 total_reward_ma:9.25 loss:-2.417 fps:124.7 +frame:1.95e+06 wall_t:15636 t:121875 epi:nan +opt_step:365439 lr:0.0003 alpha:0.006738 +2026-02-13 03:56:50 | INFO | PID:1323 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_robotank_t0_s1 [train] +total_reward:11.74 total_reward_ma:9.31 loss:-2.378 fps:124.7 +frame:1.96e+06 wall_t:15716 t:122500 epi:nan +opt_step:367314 lr:0.0003 alpha:0.006738 +2026-02-13 03:58:10 | INFO | PID:1323 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_robotank_t0_s1 [train] +total_reward:11.65 total_reward_ma:9.37 loss:-2.4 fps:124.7 +frame:1.97e+06 wall_t:15796 t:123125 epi:nan +opt_step:369189 lr:0.0003 alpha:0.006738 +2026-02-13 03:59:30 | INFO | PID:1323 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_robotank_t0_s1 [train] +total_reward:11.60 total_reward_ma:9.42 loss:-2.435 fps:124.7 +frame:1.98e+06 wall_t:15875 t:123750 epi:nan +opt_step:371064 lr:0.0003 alpha:0.006738 +2026-02-13 04:00:50 | INFO | PID:1323 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_robotank_t0_s1 [train] +total_reward:11.70 total_reward_ma:9.48 loss:-2.423 fps:124.7 +frame:1.99e+06 wall_t:15956 t:124375 epi:nan +opt_step:372939 lr:0.0003 alpha:0.006738 +2026-02-13 04:02:02 | INFO | PID:1323 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_robotank_t0_s1 [train] +total_reward:11.65 total_reward_ma:9.53 loss:-2.491 fps:124.8 +frame:2.00e+06 wall_t:16028 t:125000 epi:nan +opt_step:374814 lr:0.0003 alpha:0.006738 +2026-02-13 04:02:03 | INFO | PID:1323 | slm_lab.lib.logger:info | Session 1 done diff --git a/data/sac_atari_robotank_2026_02_12_233446/log/sac_atari_robotank_t0_s2.log b/data/sac_atari_robotank_2026_02_12_233446/log/sac_atari_robotank_t0_s2.log new file mode 100644 index 0000000000000000000000000000000000000000..0e14e4e122f5beb15ce71091757e4e33499d704c --- /dev/null +++ b/data/sac_atari_robotank_2026_02_12_233446/log/sac_atari_robotank_t0_s2.log @@ -0,0 +1,802 @@ +2026-02-12 23:34:51 | INFO | PID:1324 | slm_lab.env:_make_vector_env | AtariVectorEnv: 16 envs, native preprocessing +2026-02-12 23:36:55 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_robotank_t0_s2 [train] +total_reward:0.20 total_reward_ma:0.20 loss:-18.14 fps:82.64 +frame:1.00e+04 wall_t:121 t:625 epi:nan +opt_step:1689 lr:0.0003 alpha:0.6319 +2026-02-12 23:38:14 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_robotank_t0_s2 [train] +total_reward:1.00 total_reward_ma:0.60 loss:-27.49 fps:100 +frame:2.00e+04 wall_t:200 t:1250 epi:nan +opt_step:3564 lr:0.0003 alpha:0.4055 +2026-02-12 23:39:34 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_robotank_t0_s2 [train] +total_reward:1.40 total_reward_ma:0.87 loss:-32.16 fps:107.1 +frame:3.00e+04 wall_t:280 t:1875 epi:nan +opt_step:5439 lr:0.0003 alpha:0.2664 +2026-02-12 23:40:56 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_robotank_t0_s2 [train] +total_reward:1.42 total_reward_ma:1.00 loss:-35.64 fps:110.5 +frame:4.00e+04 wall_t:362 t:2500 epi:nan +opt_step:7314 lr:0.0003 alpha:0.1768 +2026-02-12 23:42:16 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_robotank_t0_s2 [train] +total_reward:1.56 total_reward_ma:1.12 loss:-35.12 fps:113.1 +frame:5.00e+04 wall_t:442 t:3125 epi:nan +opt_step:9189 lr:0.0003 alpha:0.1178 +2026-02-12 23:43:36 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_robotank_t0_s2 [train] +total_reward:1.47 total_reward_ma:1.18 loss:-34.94 fps:114.9 +frame:6.00e+04 wall_t:522 t:3750 epi:nan +opt_step:11064 lr:0.0003 alpha:0.07873 +2026-02-12 23:44:55 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_robotank_t0_s2 [train] +total_reward:1.33 total_reward_ma:1.20 loss:-32.77 fps:116.5 +frame:7.00e+04 wall_t:601 t:4375 epi:nan +opt_step:12939 lr:0.0003 alpha:0.05279 +2026-02-12 23:46:15 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_robotank_t0_s2 [train] +total_reward:1.57 total_reward_ma:1.24 loss:-31.33 fps:117.5 +frame:8.00e+04 wall_t:681 t:5000 epi:nan +opt_step:14814 lr:0.0003 alpha:0.03551 +2026-02-12 23:47:34 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_robotank_t0_s2 [train] +total_reward:1.90 total_reward_ma:1.32 loss:-28.92 fps:118.4 +frame:9.00e+04 wall_t:760 t:5625 epi:nan +opt_step:16689 lr:0.0003 alpha:0.02402 +2026-02-12 23:48:54 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_robotank_t0_s2 [train] +total_reward:2.21 total_reward_ma:1.41 loss:-27.07 fps:119 +frame:1.00e+05 wall_t:840 t:6250 epi:nan +opt_step:18564 lr:0.0003 alpha:0.01638 +2026-02-12 23:50:14 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_robotank_t0_s2 [train] +total_reward:2.33 total_reward_ma:1.49 loss:-24.78 fps:119.6 +frame:1.10e+05 wall_t:920 t:6875 epi:nan +opt_step:20439 lr:0.0003 alpha:0.01135 +2026-02-12 23:51:34 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_robotank_t0_s2 [train] +total_reward:2.38 total_reward_ma:1.56 loss:-23.06 fps:120 +frame:1.20e+05 wall_t:1000 t:7500 epi:nan +opt_step:22314 lr:0.0003 alpha:0.00792 +2026-02-12 23:52:53 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_robotank_t0_s2 [train] +total_reward:2.40 total_reward_ma:1.63 loss:-20.81 fps:120.5 +frame:1.30e+05 wall_t:1079 t:8125 epi:nan +opt_step:24189 lr:0.0003 alpha:0.006738 +2026-02-12 23:54:12 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_robotank_t0_s2 [train] +total_reward:2.40 total_reward_ma:1.68 loss:-19.7 fps:120.9 +frame:1.40e+05 wall_t:1158 t:8750 epi:nan +opt_step:26064 lr:0.0003 alpha:0.006738 +2026-02-12 23:55:33 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_robotank_t0_s2 [train] +total_reward:2.42 total_reward_ma:1.73 loss:-17.95 fps:121.1 +frame:1.50e+05 wall_t:1239 t:9375 epi:nan +opt_step:27939 lr:0.0003 alpha:0.006738 +2026-02-12 23:56:53 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_robotank_t0_s2 [train] +total_reward:2.54 total_reward_ma:1.78 loss:-16.69 fps:121.3 +frame:1.60e+05 wall_t:1319 t:10000 epi:nan +opt_step:29814 lr:0.0003 alpha:0.006738 +2026-02-12 23:58:12 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_robotank_t0_s2 [train] +total_reward:2.41 total_reward_ma:1.82 loss:-15.53 fps:121.6 +frame:1.70e+05 wall_t:1398 t:10625 epi:nan +opt_step:31689 lr:0.0003 alpha:0.006738 +2026-02-12 23:59:32 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_robotank_t0_s2 [train] +total_reward:2.34 total_reward_ma:1.85 loss:-14.15 fps:121.8 +frame:1.80e+05 wall_t:1478 t:11250 epi:nan +opt_step:33564 lr:0.0003 alpha:0.006738 +2026-02-13 00:00:52 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_robotank_t0_s2 [train] +total_reward:2.34 total_reward_ma:1.87 loss:-13.14 fps:122 +frame:1.90e+05 wall_t:1558 t:11875 epi:nan +opt_step:35439 lr:0.0003 alpha:0.006738 +2026-02-13 00:02:13 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_robotank_t0_s2 [train] +total_reward:2.28 total_reward_ma:1.90 loss:-12.29 fps:122 +frame:2.00e+05 wall_t:1639 t:12500 epi:nan +opt_step:37314 lr:0.0003 alpha:0.006738 +2026-02-13 00:03:32 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_robotank_t0_s2 [train] +total_reward:2.23 total_reward_ma:1.91 loss:-11.39 fps:122.2 +frame:2.10e+05 wall_t:1718 t:13125 epi:nan +opt_step:39189 lr:0.0003 alpha:0.006738 +2026-02-13 00:04:52 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_robotank_t0_s2 [train] +total_reward:2.21 total_reward_ma:1.92 loss:-10.58 fps:122.4 +frame:2.20e+05 wall_t:1798 t:13750 epi:nan +opt_step:41064 lr:0.0003 alpha:0.006738 +2026-02-13 00:06:12 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_robotank_t0_s2 [train] +total_reward:2.17 total_reward_ma:1.94 loss:-9.89 fps:122.5 +frame:2.30e+05 wall_t:1878 t:14375 epi:nan +opt_step:42939 lr:0.0003 alpha:0.006738 +2026-02-13 00:07:32 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_robotank_t0_s2 [train] +total_reward:2.18 total_reward_ma:1.95 loss:-9.195 fps:122.6 +frame:2.40e+05 wall_t:1958 t:15000 epi:nan +opt_step:44814 lr:0.0003 alpha:0.006738 +2026-02-13 00:08:52 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_robotank_t0_s2 [train] +total_reward:2.19 total_reward_ma:1.96 loss:-8.561 fps:122.7 +frame:2.50e+05 wall_t:2038 t:15625 epi:nan +opt_step:46689 lr:0.0003 alpha:0.006738 +2026-02-13 00:10:11 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_robotank_t0_s2 [train] +total_reward:2.22 total_reward_ma:1.97 loss:-8.107 fps:122.8 +frame:2.60e+05 wall_t:2117 t:16250 epi:nan +opt_step:48564 lr:0.0003 alpha:0.006738 +2026-02-13 00:11:30 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_robotank_t0_s2 [train] +total_reward:2.28 total_reward_ma:1.98 loss:-7.552 fps:123 +frame:2.70e+05 wall_t:2196 t:16875 epi:nan +opt_step:50439 lr:0.0003 alpha:0.006738 +2026-02-13 00:12:50 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_robotank_t0_s2 [train] +total_reward:2.37 total_reward_ma:1.99 loss:-7.153 fps:123 +frame:2.80e+05 wall_t:2276 t:17500 epi:nan +opt_step:52314 lr:0.0003 alpha:0.006738 +2026-02-13 00:14:09 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_robotank_t0_s2 [train] +total_reward:2.39 total_reward_ma:2.01 loss:-6.698 fps:123.1 +frame:2.90e+05 wall_t:2355 t:18125 epi:nan +opt_step:54189 lr:0.0003 alpha:0.006738 +2026-02-13 00:15:28 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_robotank_t0_s2 [train] +total_reward:2.39 total_reward_ma:2.02 loss:-6.312 fps:123.3 +frame:3.00e+05 wall_t:2434 t:18750 epi:nan +opt_step:56064 lr:0.0003 alpha:0.006738 +2026-02-13 00:16:47 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_robotank_t0_s2 [train] +total_reward:2.39 total_reward_ma:2.03 loss:-6.003 fps:123.4 +frame:3.10e+05 wall_t:2513 t:19375 epi:nan +opt_step:57939 lr:0.0003 alpha:0.006738 +2026-02-13 00:18:07 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_robotank_t0_s2 [train] +total_reward:2.39 total_reward_ma:2.04 loss:-5.679 fps:123.4 +frame:3.20e+05 wall_t:2593 t:20000 epi:nan +opt_step:59814 lr:0.0003 alpha:0.006738 +2026-02-13 00:19:25 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_robotank_t0_s2 [train] +total_reward:2.26 total_reward_ma:2.05 loss:-5.443 fps:123.5 +frame:3.30e+05 wall_t:2671 t:20625 epi:nan +opt_step:61689 lr:0.0003 alpha:0.006738 +2026-02-13 00:20:44 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_robotank_t0_s2 [train] +total_reward:2.12 total_reward_ma:2.05 loss:-5.197 fps:123.6 +frame:3.40e+05 wall_t:2750 t:21250 epi:nan +opt_step:63564 lr:0.0003 alpha:0.006738 +2026-02-13 00:22:03 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_robotank_t0_s2 [train] +total_reward:2.05 total_reward_ma:2.05 loss:-5.002 fps:123.7 +frame:3.50e+05 wall_t:2829 t:21875 epi:nan +opt_step:65439 lr:0.0003 alpha:0.006738 +2026-02-13 00:23:23 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_robotank_t0_s2 [train] +total_reward:2.04 total_reward_ma:2.05 loss:-4.772 fps:123.8 +frame:3.60e+05 wall_t:2909 t:22500 epi:nan +opt_step:67314 lr:0.0003 alpha:0.006738 +2026-02-13 00:24:41 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_robotank_t0_s2 [train] +total_reward:2.00 total_reward_ma:2.05 loss:-4.578 fps:123.9 +frame:3.70e+05 wall_t:2987 t:23125 epi:nan +opt_step:69189 lr:0.0003 alpha:0.006738 +2026-02-13 00:26:00 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_robotank_t0_s2 [train] +total_reward:1.97 total_reward_ma:2.05 loss:-4.432 fps:123.9 +frame:3.80e+05 wall_t:3066 t:23750 epi:nan +opt_step:71064 lr:0.0003 alpha:0.006738 +2026-02-13 00:27:19 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_robotank_t0_s2 [train] +total_reward:1.90 total_reward_ma:2.04 loss:-4.236 fps:124 +frame:3.90e+05 wall_t:3145 t:24375 epi:nan +opt_step:72939 lr:0.0003 alpha:0.006738 +2026-02-13 00:28:38 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_robotank_t0_s2 [train] +total_reward:1.93 total_reward_ma:2.04 loss:-4.125 fps:124.1 +frame:4.00e+05 wall_t:3224 t:25000 epi:nan +opt_step:74814 lr:0.0003 alpha:0.006738 +2026-02-13 00:29:57 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_robotank_t0_s2 [train] +total_reward:1.96 total_reward_ma:2.04 loss:-3.958 fps:124.1 +frame:4.10e+05 wall_t:3303 t:25625 epi:nan +opt_step:76689 lr:0.0003 alpha:0.006738 +2026-02-13 00:31:15 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_robotank_t0_s2 [train] +total_reward:1.95 total_reward_ma:2.04 loss:-3.832 fps:124.2 +frame:4.20e+05 wall_t:3381 t:26250 epi:nan +opt_step:78564 lr:0.0003 alpha:0.006738 +2026-02-13 00:32:35 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_robotank_t0_s2 [train] +total_reward:2.02 total_reward_ma:2.04 loss:-3.705 fps:124.2 +frame:4.30e+05 wall_t:3461 t:26875 epi:nan +opt_step:80439 lr:0.0003 alpha:0.006738 +2026-02-13 00:33:53 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_robotank_t0_s2 [train] +total_reward:2.11 total_reward_ma:2.04 loss:-3.518 fps:124.3 +frame:4.40e+05 wall_t:3539 t:27500 epi:nan +opt_step:82314 lr:0.0003 alpha:0.006738 +2026-02-13 00:35:12 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_robotank_t0_s2 [train] +total_reward:2.16 total_reward_ma:2.04 loss:-3.478 fps:124.4 +frame:4.50e+05 wall_t:3618 t:28125 epi:nan +opt_step:84189 lr:0.0003 alpha:0.006738 +2026-02-13 00:36:30 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_robotank_t0_s2 [train] +total_reward:2.13 total_reward_ma:2.04 loss:-3.422 fps:124.5 +frame:4.60e+05 wall_t:3696 t:28750 epi:nan +opt_step:86064 lr:0.0003 alpha:0.006738 +2026-02-13 00:37:49 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_robotank_t0_s2 [train] +total_reward:2.19 total_reward_ma:2.04 loss:-3.275 fps:124.5 +frame:4.70e+05 wall_t:3775 t:29375 epi:nan +opt_step:87939 lr:0.0003 alpha:0.006738 +2026-02-13 00:39:08 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_robotank_t0_s2 [train] +total_reward:2.18 total_reward_ma:2.05 loss:-3.143 fps:124.5 +frame:4.80e+05 wall_t:3854 t:30000 epi:nan +opt_step:89814 lr:0.0003 alpha:0.006738 +2026-02-13 00:40:27 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_robotank_t0_s2 [train] +total_reward:2.20 total_reward_ma:2.05 loss:-3.15 fps:124.6 +frame:4.90e+05 wall_t:3933 t:30625 epi:nan +opt_step:91689 lr:0.0003 alpha:0.006738 +2026-02-13 00:41:45 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_robotank_t0_s2 [train] +total_reward:2.21 total_reward_ma:2.05 loss:-3.045 fps:124.7 +frame:5.00e+05 wall_t:4011 t:31250 epi:nan +opt_step:93564 lr:0.0003 alpha:0.006738 +2026-02-13 00:43:05 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_robotank_t0_s2 [train] +total_reward:2.12 total_reward_ma:2.06 loss:-3.001 fps:124.7 +frame:5.10e+05 wall_t:4091 t:31875 epi:nan +opt_step:95439 lr:0.0003 alpha:0.006738 +2026-02-13 00:44:23 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_robotank_t0_s2 [train] +total_reward:2.13 total_reward_ma:2.06 loss:-2.989 fps:124.7 +frame:5.20e+05 wall_t:4169 t:32500 epi:nan +opt_step:97314 lr:0.0003 alpha:0.006738 +2026-02-13 00:45:42 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_robotank_t0_s2 [train] +total_reward:2.10 total_reward_ma:2.06 loss:-2.88 fps:124.8 +frame:5.30e+05 wall_t:4248 t:33125 epi:nan +opt_step:99189 lr:0.0003 alpha:0.006738 +2026-02-13 00:47:01 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_robotank_t0_s2 [train] +total_reward:2.14 total_reward_ma:2.06 loss:-2.849 fps:124.8 +frame:5.40e+05 wall_t:4327 t:33750 epi:nan +opt_step:101064 lr:0.0003 alpha:0.006738 +2026-02-13 00:48:22 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_robotank_t0_s2 [train] +total_reward:2.18 total_reward_ma:2.06 loss:-2.727 fps:124.8 +frame:5.50e+05 wall_t:4408 t:34375 epi:nan +opt_step:102939 lr:0.0003 alpha:0.006738 +2026-02-13 00:49:43 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_robotank_t0_s2 [train] +total_reward:2.44 total_reward_ma:2.07 loss:-2.72 fps:124.7 +frame:5.60e+05 wall_t:4489 t:35000 epi:nan +opt_step:104814 lr:0.0003 alpha:0.006738 +2026-02-13 00:51:03 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_robotank_t0_s2 [train] +total_reward:2.44 total_reward_ma:2.07 loss:-2.684 fps:124.8 +frame:5.70e+05 wall_t:4569 t:35625 epi:nan +opt_step:106689 lr:0.0003 alpha:0.006738 +2026-02-13 00:52:22 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_robotank_t0_s2 [train] +total_reward:2.56 total_reward_ma:2.08 loss:-2.62 fps:124.8 +frame:5.80e+05 wall_t:4648 t:36250 epi:nan +opt_step:108564 lr:0.0003 alpha:0.006738 +2026-02-13 00:53:41 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_robotank_t0_s2 [train] +total_reward:2.57 total_reward_ma:2.09 loss:-2.551 fps:124.8 +frame:5.90e+05 wall_t:4727 t:36875 epi:nan +opt_step:110439 lr:0.0003 alpha:0.006738 +2026-02-13 00:55:01 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_robotank_t0_s2 [train] +total_reward:2.60 total_reward_ma:2.10 loss:-2.532 fps:124.8 +frame:6.00e+05 wall_t:4807 t:37500 epi:nan +opt_step:112314 lr:0.0003 alpha:0.006738 +2026-02-13 00:56:22 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_robotank_t0_s2 [train] +total_reward:2.61 total_reward_ma:2.11 loss:-2.49 fps:124.8 +frame:6.10e+05 wall_t:4888 t:38125 epi:nan +opt_step:114189 lr:0.0003 alpha:0.006738 +2026-02-13 00:57:42 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_robotank_t0_s2 [train] +total_reward:2.62 total_reward_ma:2.12 loss:-2.481 fps:124.8 +frame:6.20e+05 wall_t:4968 t:38750 epi:nan +opt_step:116064 lr:0.0003 alpha:0.006738 +2026-02-13 00:59:00 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_robotank_t0_s2 [train] +total_reward:2.72 total_reward_ma:2.13 loss:-2.435 fps:124.9 +frame:6.30e+05 wall_t:5046 t:39375 epi:nan +opt_step:117939 lr:0.0003 alpha:0.006738 +2026-02-13 01:00:20 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_robotank_t0_s2 [train] +total_reward:2.71 total_reward_ma:2.13 loss:-2.441 fps:124.9 +frame:6.40e+05 wall_t:5126 t:40000 epi:nan +opt_step:119814 lr:0.0003 alpha:0.006738 +2026-02-13 01:01:43 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_robotank_t0_s2 [train] +total_reward:2.88 total_reward_ma:2.15 loss:-2.367 fps:124.8 +frame:6.50e+05 wall_t:5209 t:40625 epi:nan +opt_step:121689 lr:0.0003 alpha:0.006738 +2026-02-13 01:03:05 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_robotank_t0_s2 [train] +total_reward:2.90 total_reward_ma:2.16 loss:-2.408 fps:124.7 +frame:6.60e+05 wall_t:5291 t:41250 epi:nan +opt_step:123564 lr:0.0003 alpha:0.006738 +2026-02-13 01:04:26 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_robotank_t0_s2 [train] +total_reward:2.90 total_reward_ma:2.17 loss:-2.318 fps:124.7 +frame:6.70e+05 wall_t:5372 t:41875 epi:nan +opt_step:125439 lr:0.0003 alpha:0.006738 +2026-02-13 01:05:45 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_robotank_t0_s2 [train] +total_reward:2.94 total_reward_ma:2.18 loss:-2.295 fps:124.7 +frame:6.80e+05 wall_t:5451 t:42500 epi:nan +opt_step:127314 lr:0.0003 alpha:0.006738 +2026-02-13 01:07:07 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_robotank_t0_s2 [train] +total_reward:2.96 total_reward_ma:2.19 loss:-2.297 fps:124.7 +frame:6.90e+05 wall_t:5533 t:43125 epi:nan +opt_step:129189 lr:0.0003 alpha:0.006738 +2026-02-13 01:08:30 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_robotank_t0_s2 [train] +total_reward:2.97 total_reward_ma:2.20 loss:-2.254 fps:124.6 +frame:7.00e+05 wall_t:5616 t:43750 epi:nan +opt_step:131064 lr:0.0003 alpha:0.006738 +2026-02-13 01:09:49 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_robotank_t0_s2 [train] +total_reward:3.14 total_reward_ma:2.22 loss:-2.218 fps:124.7 +frame:7.10e+05 wall_t:5695 t:44375 epi:nan +opt_step:132939 lr:0.0003 alpha:0.006738 +2026-02-13 01:11:11 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_robotank_t0_s2 [train] +total_reward:3.16 total_reward_ma:2.23 loss:-2.202 fps:124.6 +frame:7.20e+05 wall_t:5777 t:45000 epi:nan +opt_step:134814 lr:0.0003 alpha:0.006738 +2026-02-13 01:12:34 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_robotank_t0_s2 [train] +total_reward:3.31 total_reward_ma:2.24 loss:-2.201 fps:124.6 +frame:7.30e+05 wall_t:5860 t:45625 epi:nan +opt_step:136689 lr:0.0003 alpha:0.006738 +2026-02-13 01:13:53 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_robotank_t0_s2 [train] +total_reward:3.28 total_reward_ma:2.26 loss:-2.207 fps:124.6 +frame:7.40e+05 wall_t:5939 t:46250 epi:nan +opt_step:138564 lr:0.0003 alpha:0.006738 +2026-02-13 01:15:14 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_robotank_t0_s2 [train] +total_reward:3.38 total_reward_ma:2.27 loss:-2.173 fps:124.6 +frame:7.50e+05 wall_t:6020 t:46875 epi:nan +opt_step:140439 lr:0.0003 alpha:0.006738 +2026-02-13 01:16:36 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_robotank_t0_s2 [train] +total_reward:3.41 total_reward_ma:2.29 loss:-2.158 fps:124.5 +frame:7.60e+05 wall_t:6102 t:47500 epi:nan +opt_step:142314 lr:0.0003 alpha:0.006738 +2026-02-13 01:17:58 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_robotank_t0_s2 [train] +total_reward:3.55 total_reward_ma:2.30 loss:-2.112 fps:124.5 +frame:7.70e+05 wall_t:6184 t:48125 epi:nan +opt_step:144189 lr:0.0003 alpha:0.006738 +2026-02-13 01:19:19 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_robotank_t0_s2 [train] +total_reward:3.57 total_reward_ma:2.32 loss:-2.084 fps:124.5 +frame:7.80e+05 wall_t:6265 t:48750 epi:nan +opt_step:146064 lr:0.0003 alpha:0.006738 +2026-02-13 01:20:42 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_robotank_t0_s2 [train] +total_reward:3.61 total_reward_ma:2.34 loss:-2.11 fps:124.4 +frame:7.90e+05 wall_t:6348 t:49375 epi:nan +opt_step:147939 lr:0.0003 alpha:0.006738 +2026-02-13 01:22:07 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_robotank_t0_s2 [train] +total_reward:3.67 total_reward_ma:2.35 loss:-2.082 fps:124.4 +frame:8.00e+05 wall_t:6433 t:50000 epi:nan +opt_step:149814 lr:0.0003 alpha:0.006738 +2026-02-13 01:23:32 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_robotank_t0_s2 [train] +total_reward:3.82 total_reward_ma:2.37 loss:-2.065 fps:124.3 +frame:8.10e+05 wall_t:6518 t:50625 epi:nan +opt_step:151689 lr:0.0003 alpha:0.006738 +2026-02-13 01:24:56 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_robotank_t0_s2 [train] +total_reward:3.87 total_reward_ma:2.39 loss:-2.087 fps:124.2 +frame:8.20e+05 wall_t:6602 t:51250 epi:nan +opt_step:153564 lr:0.0003 alpha:0.006738 +2026-02-13 01:26:17 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_robotank_t0_s2 [train] +total_reward:3.91 total_reward_ma:2.41 loss:-2.057 fps:124.2 +frame:8.30e+05 wall_t:6683 t:51875 epi:nan +opt_step:155439 lr:0.0003 alpha:0.006738 +2026-02-13 01:27:38 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_robotank_t0_s2 [train] +total_reward:3.97 total_reward_ma:2.43 loss:-2.091 fps:124.2 +frame:8.40e+05 wall_t:6764 t:52500 epi:nan +opt_step:157314 lr:0.0003 alpha:0.006738 +2026-02-13 01:28:58 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_robotank_t0_s2 [train] +total_reward:4.01 total_reward_ma:2.45 loss:-2.078 fps:124.2 +frame:8.50e+05 wall_t:6844 t:53125 epi:nan +opt_step:159189 lr:0.0003 alpha:0.006738 +2026-02-13 01:30:20 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_robotank_t0_s2 [train] +total_reward:4.04 total_reward_ma:2.46 loss:-2.038 fps:124.2 +frame:8.60e+05 wall_t:6926 t:53750 epi:nan +opt_step:161064 lr:0.0003 alpha:0.006738 +2026-02-13 01:31:42 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_robotank_t0_s2 [train] +total_reward:4.17 total_reward_ma:2.48 loss:-2.054 fps:124.1 +frame:8.70e+05 wall_t:7008 t:54375 epi:nan +opt_step:162939 lr:0.0003 alpha:0.006738 +2026-02-13 01:33:05 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_robotank_t0_s2 [train] +total_reward:4.30 total_reward_ma:2.50 loss:-2.045 fps:124.1 +frame:8.80e+05 wall_t:7091 t:55000 epi:nan +opt_step:164814 lr:0.0003 alpha:0.006738 +2026-02-13 01:34:26 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_robotank_t0_s2 [train] +total_reward:4.31 total_reward_ma:2.52 loss:-2.042 fps:124.1 +frame:8.90e+05 wall_t:7172 t:55625 epi:nan +opt_step:166689 lr:0.0003 alpha:0.006738 +2026-02-13 01:35:46 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_robotank_t0_s2 [train] +total_reward:4.31 total_reward_ma:2.54 loss:-2.024 fps:124.1 +frame:9.00e+05 wall_t:7252 t:56250 epi:nan +opt_step:168564 lr:0.0003 alpha:0.006738 +2026-02-13 01:37:08 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_robotank_t0_s2 [train] +total_reward:4.32 total_reward_ma:2.56 loss:-2.035 fps:124.1 +frame:9.10e+05 wall_t:7334 t:56875 epi:nan +opt_step:170439 lr:0.0003 alpha:0.006738 +2026-02-13 01:38:29 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_robotank_t0_s2 [train] +total_reward:4.41 total_reward_ma:2.58 loss:-2.002 fps:124.1 +frame:9.20e+05 wall_t:7415 t:57500 epi:nan +opt_step:172314 lr:0.0003 alpha:0.006738 +2026-02-13 01:39:51 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_robotank_t0_s2 [train] +total_reward:4.47 total_reward_ma:2.60 loss:-2.081 fps:124 +frame:9.30e+05 wall_t:7497 t:58125 epi:nan +opt_step:174189 lr:0.0003 alpha:0.006738 +2026-02-13 01:41:11 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_robotank_t0_s2 [train] +total_reward:4.58 total_reward_ma:2.63 loss:-1.994 fps:124.1 +frame:9.40e+05 wall_t:7577 t:58750 epi:nan +opt_step:176064 lr:0.0003 alpha:0.006738 +2026-02-13 01:42:31 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_robotank_t0_s2 [train] +total_reward:4.81 total_reward_ma:2.65 loss:-2.058 fps:124.1 +frame:9.50e+05 wall_t:7657 t:59375 epi:nan +opt_step:177939 lr:0.0003 alpha:0.006738 +2026-02-13 01:43:52 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_robotank_t0_s2 [train] +total_reward:4.81 total_reward_ma:2.67 loss:-2.127 fps:124.1 +frame:9.60e+05 wall_t:7738 t:60000 epi:nan +opt_step:179814 lr:0.0003 alpha:0.006738 +2026-02-13 01:45:11 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_robotank_t0_s2 [train] +total_reward:4.81 total_reward_ma:2.69 loss:-2.048 fps:124.1 +frame:9.70e+05 wall_t:7817 t:60625 epi:nan +opt_step:181689 lr:0.0003 alpha:0.006738 +2026-02-13 01:46:31 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_robotank_t0_s2 [train] +total_reward:4.91 total_reward_ma:2.72 loss:-2.023 fps:124.1 +frame:9.80e+05 wall_t:7897 t:61250 epi:nan +opt_step:183564 lr:0.0003 alpha:0.006738 +2026-02-13 01:47:50 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_robotank_t0_s2 [train] +total_reward:4.93 total_reward_ma:2.74 loss:-2.092 fps:124.1 +frame:9.90e+05 wall_t:7976 t:61875 epi:nan +opt_step:185439 lr:0.0003 alpha:0.006738 +2026-02-13 01:49:10 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_robotank_t0_s2 [train] +total_reward:5.07 total_reward_ma:2.76 loss:-2.084 fps:124.1 +frame:1.00e+06 wall_t:8056 t:62500 epi:nan +opt_step:187314 lr:0.0003 alpha:0.006738 +2026-02-13 01:50:29 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_robotank_t0_s2 [train] +total_reward:5.09 total_reward_ma:2.81 loss:-2.135 fps:124.2 +frame:1.01e+06 wall_t:8135 t:63125 epi:nan +opt_step:189189 lr:0.0003 alpha:0.006738 +2026-02-13 01:51:50 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_robotank_t0_s2 [train] +total_reward:5.19 total_reward_ma:2.85 loss:-2.058 fps:124.1 +frame:1.02e+06 wall_t:8216 t:63750 epi:nan +opt_step:191064 lr:0.0003 alpha:0.006738 +2026-02-13 01:53:09 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_robotank_t0_s2 [train] +total_reward:5.42 total_reward_ma:2.89 loss:-2.125 fps:124.2 +frame:1.03e+06 wall_t:8295 t:64375 epi:nan +opt_step:192939 lr:0.0003 alpha:0.006738 +2026-02-13 01:54:27 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_robotank_t0_s2 [train] +total_reward:5.39 total_reward_ma:2.93 loss:-2.07 fps:124.2 +frame:1.04e+06 wall_t:8373 t:65000 epi:nan +opt_step:194814 lr:0.0003 alpha:0.006738 +2026-02-13 01:55:46 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_robotank_t0_s2 [train] +total_reward:5.59 total_reward_ma:2.97 loss:-2.11 fps:124.2 +frame:1.05e+06 wall_t:8452 t:65625 epi:nan +opt_step:196689 lr:0.0003 alpha:0.006738 +2026-02-13 01:57:05 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_robotank_t0_s2 [train] +total_reward:5.79 total_reward_ma:3.02 loss:-2.109 fps:124.3 +frame:1.06e+06 wall_t:8531 t:66250 epi:nan +opt_step:198564 lr:0.0003 alpha:0.006738 +2026-02-13 01:58:23 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_robotank_t0_s2 [train] +total_reward:5.89 total_reward_ma:3.06 loss:-2.141 fps:124.3 +frame:1.07e+06 wall_t:8609 t:66875 epi:nan +opt_step:200439 lr:0.0003 alpha:0.006738 +2026-02-13 01:59:42 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_robotank_t0_s2 [train] +total_reward:6.08 total_reward_ma:3.11 loss:-2.119 fps:124.3 +frame:1.08e+06 wall_t:8688 t:67500 epi:nan +opt_step:202314 lr:0.0003 alpha:0.006738 +2026-02-13 02:01:01 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_robotank_t0_s2 [train] +total_reward:6.21 total_reward_ma:3.15 loss:-2.127 fps:124.3 +frame:1.09e+06 wall_t:8767 t:68125 epi:nan +opt_step:204189 lr:0.0003 alpha:0.006738 +2026-02-13 02:02:20 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_robotank_t0_s2 [train] +total_reward:6.31 total_reward_ma:3.19 loss:-2.111 fps:124.3 +frame:1.10e+06 wall_t:8846 t:68750 epi:nan +opt_step:206064 lr:0.0003 alpha:0.006738 +2026-02-13 02:03:38 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_robotank_t0_s2 [train] +total_reward:6.43 total_reward_ma:3.23 loss:-2.152 fps:124.4 +frame:1.11e+06 wall_t:8924 t:69375 epi:nan +opt_step:207939 lr:0.0003 alpha:0.006738 +2026-02-13 02:04:58 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_robotank_t0_s2 [train] +total_reward:6.58 total_reward_ma:3.27 loss:-2.078 fps:124.4 +frame:1.12e+06 wall_t:9004 t:70000 epi:nan +opt_step:209814 lr:0.0003 alpha:0.006738 +2026-02-13 02:06:17 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_robotank_t0_s2 [train] +total_reward:6.59 total_reward_ma:3.31 loss:-2.108 fps:124.4 +frame:1.13e+06 wall_t:9083 t:70625 epi:nan +opt_step:211689 lr:0.0003 alpha:0.006738 +2026-02-13 02:07:36 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_robotank_t0_s2 [train] +total_reward:6.69 total_reward_ma:3.36 loss:-2.117 fps:124.4 +frame:1.14e+06 wall_t:9162 t:71250 epi:nan +opt_step:213564 lr:0.0003 alpha:0.006738 +2026-02-13 02:08:57 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_robotank_t0_s2 [train] +total_reward:6.78 total_reward_ma:3.40 loss:-2.119 fps:124.4 +frame:1.15e+06 wall_t:9243 t:71875 epi:nan +opt_step:215439 lr:0.0003 alpha:0.006738 +2026-02-13 02:10:16 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_robotank_t0_s2 [train] +total_reward:6.83 total_reward_ma:3.44 loss:-2.13 fps:124.4 +frame:1.16e+06 wall_t:9322 t:72500 epi:nan +opt_step:217314 lr:0.0003 alpha:0.006738 +2026-02-13 02:11:36 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_robotank_t0_s2 [train] +total_reward:6.87 total_reward_ma:3.49 loss:-2.118 fps:124.4 +frame:1.17e+06 wall_t:9402 t:73125 epi:nan +opt_step:219189 lr:0.0003 alpha:0.006738 +2026-02-13 02:12:55 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_robotank_t0_s2 [train] +total_reward:7.05 total_reward_ma:3.54 loss:-2.145 fps:124.5 +frame:1.18e+06 wall_t:9481 t:73750 epi:nan +opt_step:221064 lr:0.0003 alpha:0.006738 +2026-02-13 02:14:15 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_robotank_t0_s2 [train] +total_reward:7.30 total_reward_ma:3.59 loss:-2.124 fps:124.5 +frame:1.19e+06 wall_t:9561 t:74375 epi:nan +opt_step:222939 lr:0.0003 alpha:0.006738 +2026-02-13 02:15:35 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_robotank_t0_s2 [train] +total_reward:7.38 total_reward_ma:3.64 loss:-2.156 fps:124.5 +frame:1.20e+06 wall_t:9641 t:75000 epi:nan +opt_step:224814 lr:0.0003 alpha:0.006738 +2026-02-13 02:16:55 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_robotank_t0_s2 [train] +total_reward:7.57 total_reward_ma:3.69 loss:-2.161 fps:124.5 +frame:1.21e+06 wall_t:9721 t:75625 epi:nan +opt_step:226689 lr:0.0003 alpha:0.006738 +2026-02-13 02:18:14 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_robotank_t0_s2 [train] +total_reward:7.67 total_reward_ma:3.74 loss:-2.153 fps:124.5 +frame:1.22e+06 wall_t:9800 t:76250 epi:nan +opt_step:228564 lr:0.0003 alpha:0.006738 +2026-02-13 02:19:33 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_robotank_t0_s2 [train] +total_reward:7.74 total_reward_ma:3.80 loss:-2.188 fps:124.5 +frame:1.23e+06 wall_t:9879 t:76875 epi:nan +opt_step:230439 lr:0.0003 alpha:0.006738 +2026-02-13 02:20:52 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_robotank_t0_s2 [train] +total_reward:7.70 total_reward_ma:3.86 loss:-2.185 fps:124.5 +frame:1.24e+06 wall_t:9958 t:77500 epi:nan +opt_step:232314 lr:0.0003 alpha:0.006738 +2026-02-13 02:22:11 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_robotank_t0_s2 [train] +total_reward:7.75 total_reward_ma:3.91 loss:-2.158 fps:124.5 +frame:1.25e+06 wall_t:10037 t:78125 epi:nan +opt_step:234189 lr:0.0003 alpha:0.006738 +2026-02-13 02:23:29 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_robotank_t0_s2 [train] +total_reward:8.10 total_reward_ma:3.97 loss:-2.111 fps:124.6 +frame:1.26e+06 wall_t:10115 t:78750 epi:nan +opt_step:236064 lr:0.0003 alpha:0.006738 +2026-02-13 02:24:48 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_robotank_t0_s2 [train] +total_reward:8.10 total_reward_ma:4.03 loss:-2.139 fps:124.6 +frame:1.27e+06 wall_t:10194 t:79375 epi:nan +opt_step:237939 lr:0.0003 alpha:0.006738 +2026-02-13 02:26:08 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_robotank_t0_s2 [train] +total_reward:8.10 total_reward_ma:4.09 loss:-2.168 fps:124.6 +frame:1.28e+06 wall_t:10274 t:80000 epi:nan +opt_step:239814 lr:0.0003 alpha:0.006738 +2026-02-13 02:27:26 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_robotank_t0_s2 [train] +total_reward:8.34 total_reward_ma:4.14 loss:-2.152 fps:124.6 +frame:1.29e+06 wall_t:10352 t:80625 epi:nan +opt_step:241689 lr:0.0003 alpha:0.006738 +2026-02-13 02:28:45 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_robotank_t0_s2 [train] +total_reward:8.36 total_reward_ma:4.20 loss:-2.142 fps:124.6 +frame:1.30e+06 wall_t:10431 t:81250 epi:nan +opt_step:243564 lr:0.0003 alpha:0.006738 +2026-02-13 02:30:05 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_robotank_t0_s2 [train] +total_reward:8.63 total_reward_ma:4.27 loss:-2.171 fps:124.6 +frame:1.31e+06 wall_t:10511 t:81875 epi:nan +opt_step:245439 lr:0.0003 alpha:0.006738 +2026-02-13 02:31:24 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_robotank_t0_s2 [train] +total_reward:8.70 total_reward_ma:4.33 loss:-2.137 fps:124.6 +frame:1.32e+06 wall_t:10590 t:82500 epi:nan +opt_step:247314 lr:0.0003 alpha:0.006738 +2026-02-13 02:32:43 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_robotank_t0_s2 [train] +total_reward:8.85 total_reward_ma:4.40 loss:-2.163 fps:124.7 +frame:1.33e+06 wall_t:10669 t:83125 epi:nan +opt_step:249189 lr:0.0003 alpha:0.006738 +2026-02-13 02:34:03 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_robotank_t0_s2 [train] +total_reward:8.98 total_reward_ma:4.46 loss:-2.173 fps:124.7 +frame:1.34e+06 wall_t:10749 t:83750 epi:nan +opt_step:251064 lr:0.0003 alpha:0.006738 +2026-02-13 02:35:24 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_robotank_t0_s2 [train] +total_reward:9.15 total_reward_ma:4.54 loss:-2.13 fps:124.7 +frame:1.35e+06 wall_t:10830 t:84375 epi:nan +opt_step:252939 lr:0.0003 alpha:0.006738 +2026-02-13 02:36:44 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_robotank_t0_s2 [train] +total_reward:9.27 total_reward_ma:4.61 loss:-2.14 fps:124.7 +frame:1.36e+06 wall_t:10910 t:85000 epi:nan +opt_step:254814 lr:0.0003 alpha:0.006738 +2026-02-13 02:38:05 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_robotank_t0_s2 [train] +total_reward:9.36 total_reward_ma:4.68 loss:-2.138 fps:124.6 +frame:1.37e+06 wall_t:10991 t:85625 epi:nan +opt_step:256689 lr:0.0003 alpha:0.006738 +2026-02-13 02:39:26 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_robotank_t0_s2 [train] +total_reward:9.59 total_reward_ma:4.76 loss:-2.167 fps:124.6 +frame:1.38e+06 wall_t:11072 t:86250 epi:nan +opt_step:258564 lr:0.0003 alpha:0.006738 +2026-02-13 02:40:46 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_robotank_t0_s2 [train] +total_reward:9.71 total_reward_ma:4.84 loss:-2.133 fps:124.6 +frame:1.39e+06 wall_t:11152 t:86875 epi:nan +opt_step:260439 lr:0.0003 alpha:0.006738 +2026-02-13 02:42:06 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_robotank_t0_s2 [train] +total_reward:9.76 total_reward_ma:4.91 loss:-2.163 fps:124.6 +frame:1.40e+06 wall_t:11232 t:87500 epi:nan +opt_step:262314 lr:0.0003 alpha:0.006738 +2026-02-13 02:43:27 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_robotank_t0_s2 [train] +total_reward:9.75 total_reward_ma:4.99 loss:-2.159 fps:124.6 +frame:1.41e+06 wall_t:11313 t:88125 epi:nan +opt_step:264189 lr:0.0003 alpha:0.006738 +2026-02-13 02:44:47 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_robotank_t0_s2 [train] +total_reward:9.78 total_reward_ma:5.07 loss:-2.203 fps:124.6 +frame:1.42e+06 wall_t:11393 t:88750 epi:nan +opt_step:266064 lr:0.0003 alpha:0.006738 +2026-02-13 02:46:07 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_robotank_t0_s2 [train] +total_reward:9.84 total_reward_ma:5.15 loss:-2.164 fps:124.6 +frame:1.43e+06 wall_t:11473 t:89375 epi:nan +opt_step:267939 lr:0.0003 alpha:0.006738 +2026-02-13 02:47:27 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_robotank_t0_s2 [train] +total_reward:9.85 total_reward_ma:5.23 loss:-2.233 fps:124.6 +frame:1.44e+06 wall_t:11553 t:90000 epi:nan +opt_step:269814 lr:0.0003 alpha:0.006738 +2026-02-13 02:48:46 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_robotank_t0_s2 [train] +total_reward:9.93 total_reward_ma:5.30 loss:-2.184 fps:124.7 +frame:1.45e+06 wall_t:11632 t:90625 epi:nan +opt_step:271689 lr:0.0003 alpha:0.006738 +2026-02-13 02:50:06 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_robotank_t0_s2 [train] +total_reward:9.93 total_reward_ma:5.38 loss:-2.215 fps:124.7 +frame:1.46e+06 wall_t:11712 t:91250 epi:nan +opt_step:273564 lr:0.0003 alpha:0.006738 +2026-02-13 02:51:27 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_robotank_t0_s2 [train] +total_reward:10.14 total_reward_ma:5.46 loss:-2.147 fps:124.7 +frame:1.47e+06 wall_t:11793 t:91875 epi:nan +opt_step:275439 lr:0.0003 alpha:0.006738 +2026-02-13 02:52:47 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_robotank_t0_s2 [train] +total_reward:10.10 total_reward_ma:5.54 loss:-2.167 fps:124.7 +frame:1.48e+06 wall_t:11873 t:92500 epi:nan +opt_step:277314 lr:0.0003 alpha:0.006738 +2026-02-13 02:54:09 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_robotank_t0_s2 [train] +total_reward:10.38 total_reward_ma:5.62 loss:-2.162 fps:124.6 +frame:1.49e+06 wall_t:11955 t:93125 epi:nan +opt_step:279189 lr:0.0003 alpha:0.006738 +2026-02-13 02:55:30 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_robotank_t0_s2 [train] +total_reward:10.41 total_reward_ma:5.70 loss:-2.162 fps:124.6 +frame:1.50e+06 wall_t:12036 t:93750 epi:nan +opt_step:281064 lr:0.0003 alpha:0.006738 +2026-02-13 02:56:50 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_robotank_t0_s2 [train] +total_reward:10.26 total_reward_ma:5.79 loss:-2.151 fps:124.6 +frame:1.51e+06 wall_t:12116 t:94375 epi:nan +opt_step:282939 lr:0.0003 alpha:0.006738 +2026-02-13 02:58:09 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_robotank_t0_s2 [train] +total_reward:10.23 total_reward_ma:5.87 loss:-2.19 fps:124.6 +frame:1.52e+06 wall_t:12195 t:95000 epi:nan +opt_step:284814 lr:0.0003 alpha:0.006738 +2026-02-13 02:59:30 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_robotank_t0_s2 [train] +total_reward:10.32 total_reward_ma:5.95 loss:-2.14 fps:124.6 +frame:1.53e+06 wall_t:12276 t:95625 epi:nan +opt_step:286689 lr:0.0003 alpha:0.006738 +2026-02-13 03:00:51 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_robotank_t0_s2 [train] +total_reward:10.32 total_reward_ma:6.03 loss:-2.232 fps:124.6 +frame:1.54e+06 wall_t:12357 t:96250 epi:nan +opt_step:288564 lr:0.0003 alpha:0.006738 +2026-02-13 03:02:13 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_robotank_t0_s2 [train] +total_reward:10.53 total_reward_ma:6.11 loss:-2.197 fps:124.6 +frame:1.55e+06 wall_t:12439 t:96875 epi:nan +opt_step:290439 lr:0.0003 alpha:0.006738 +2026-02-13 03:03:35 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_robotank_t0_s2 [train] +total_reward:10.58 total_reward_ma:6.20 loss:-2.178 fps:124.6 +frame:1.56e+06 wall_t:12521 t:97500 epi:nan +opt_step:292314 lr:0.0003 alpha:0.006738 +2026-02-13 03:04:56 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_robotank_t0_s2 [train] +total_reward:10.64 total_reward_ma:6.28 loss:-2.197 fps:124.6 +frame:1.57e+06 wall_t:12602 t:98125 epi:nan +opt_step:294189 lr:0.0003 alpha:0.006738 +2026-02-13 03:06:17 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_robotank_t0_s2 [train] +total_reward:10.80 total_reward_ma:6.36 loss:-2.225 fps:124.6 +frame:1.58e+06 wall_t:12683 t:98750 epi:nan +opt_step:296064 lr:0.0003 alpha:0.006738 +2026-02-13 03:07:38 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_robotank_t0_s2 [train] +total_reward:10.86 total_reward_ma:6.44 loss:-2.202 fps:124.6 +frame:1.59e+06 wall_t:12764 t:99375 epi:nan +opt_step:297939 lr:0.0003 alpha:0.006738 +2026-02-13 03:08:58 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_robotank_t0_s2 [train] +total_reward:10.76 total_reward_ma:6.52 loss:-2.227 fps:124.6 +frame:1.60e+06 wall_t:12844 t:100000 epi:nan +opt_step:299814 lr:0.0003 alpha:0.006738 +2026-02-13 03:10:19 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_robotank_t0_s2 [train] +total_reward:10.73 total_reward_ma:6.61 loss:-2.236 fps:124.6 +frame:1.61e+06 wall_t:12925 t:100625 epi:nan +opt_step:301689 lr:0.0003 alpha:0.006738 +2026-02-13 03:11:38 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_robotank_t0_s2 [train] +total_reward:10.78 total_reward_ma:6.69 loss:-2.26 fps:124.6 +frame:1.62e+06 wall_t:13004 t:101250 epi:nan +opt_step:303564 lr:0.0003 alpha:0.006738 +2026-02-13 03:12:57 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_robotank_t0_s2 [train] +total_reward:10.73 total_reward_ma:6.77 loss:-2.271 fps:124.6 +frame:1.63e+06 wall_t:13083 t:101875 epi:nan +opt_step:305439 lr:0.0003 alpha:0.006738 +2026-02-13 03:14:18 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_robotank_t0_s2 [train] +total_reward:10.67 total_reward_ma:6.85 loss:-2.245 fps:124.6 +frame:1.64e+06 wall_t:13164 t:102500 epi:nan +opt_step:307314 lr:0.0003 alpha:0.006738 +2026-02-13 03:15:38 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_robotank_t0_s2 [train] +total_reward:10.72 total_reward_ma:6.93 loss:-2.216 fps:124.6 +frame:1.65e+06 wall_t:13244 t:103125 epi:nan +opt_step:309189 lr:0.0003 alpha:0.006738 +2026-02-13 03:16:57 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_robotank_t0_s2 [train] +total_reward:10.78 total_reward_ma:7.00 loss:-2.217 fps:124.6 +frame:1.66e+06 wall_t:13323 t:103750 epi:nan +opt_step:311064 lr:0.0003 alpha:0.006738 +2026-02-13 03:18:19 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_robotank_t0_s2 [train] +total_reward:10.82 total_reward_ma:7.08 loss:-2.225 fps:124.6 +frame:1.67e+06 wall_t:13405 t:104375 epi:nan +opt_step:312939 lr:0.0003 alpha:0.006738 +2026-02-13 03:19:40 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_robotank_t0_s2 [train] +total_reward:10.91 total_reward_ma:7.16 loss:-2.22 fps:124.6 +frame:1.68e+06 wall_t:13486 t:105000 epi:nan +opt_step:314814 lr:0.0003 alpha:0.006738 +2026-02-13 03:21:00 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_robotank_t0_s2 [train] +total_reward:10.96 total_reward_ma:7.24 loss:-2.246 fps:124.6 +frame:1.69e+06 wall_t:13566 t:105625 epi:nan +opt_step:316689 lr:0.0003 alpha:0.006738 +2026-02-13 03:22:21 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_robotank_t0_s2 [train] +total_reward:10.90 total_reward_ma:7.32 loss:-2.249 fps:124.6 +frame:1.70e+06 wall_t:13647 t:106250 epi:nan +opt_step:318564 lr:0.0003 alpha:0.006738 +2026-02-13 03:23:41 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_robotank_t0_s2 [train] +total_reward:10.76 total_reward_ma:7.40 loss:-2.292 fps:124.6 +frame:1.71e+06 wall_t:13727 t:106875 epi:nan +opt_step:320439 lr:0.0003 alpha:0.006738 +2026-02-13 03:25:01 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_robotank_t0_s2 [train] +total_reward:10.78 total_reward_ma:7.47 loss:-2.231 fps:124.6 +frame:1.72e+06 wall_t:13807 t:107500 epi:nan +opt_step:322314 lr:0.0003 alpha:0.006738 +2026-02-13 03:26:22 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_robotank_t0_s2 [train] +total_reward:10.85 total_reward_ma:7.55 loss:-2.208 fps:124.6 +frame:1.73e+06 wall_t:13888 t:108125 epi:nan +opt_step:324189 lr:0.0003 alpha:0.006738 +2026-02-13 03:27:42 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_robotank_t0_s2 [train] +total_reward:10.69 total_reward_ma:7.62 loss:-2.184 fps:124.6 +frame:1.74e+06 wall_t:13968 t:108750 epi:nan +opt_step:326064 lr:0.0003 alpha:0.006738 +2026-02-13 03:29:03 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_robotank_t0_s2 [train] +total_reward:10.69 total_reward_ma:7.70 loss:-2.228 fps:124.6 +frame:1.75e+06 wall_t:14049 t:109375 epi:nan +opt_step:327939 lr:0.0003 alpha:0.006738 +2026-02-13 03:30:25 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_robotank_t0_s2 [train] +total_reward:10.74 total_reward_ma:7.77 loss:-2.226 fps:124.5 +frame:1.76e+06 wall_t:14131 t:110000 epi:nan +opt_step:329814 lr:0.0003 alpha:0.006738 +2026-02-13 03:31:43 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_robotank_t0_s2 [train] +total_reward:10.71 total_reward_ma:7.84 loss:-2.233 fps:124.6 +frame:1.77e+06 wall_t:14209 t:110625 epi:nan +opt_step:331689 lr:0.0003 alpha:0.006738 +2026-02-13 03:33:02 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_robotank_t0_s2 [train] +total_reward:10.68 total_reward_ma:7.91 loss:-2.249 fps:124.6 +frame:1.78e+06 wall_t:14288 t:111250 epi:nan +opt_step:333564 lr:0.0003 alpha:0.006738 +2026-02-13 03:34:22 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_robotank_t0_s2 [train] +total_reward:10.61 total_reward_ma:7.98 loss:-2.244 fps:124.6 +frame:1.79e+06 wall_t:14368 t:111875 epi:nan +opt_step:335439 lr:0.0003 alpha:0.006738 +2026-02-13 03:35:42 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_robotank_t0_s2 [train] +total_reward:10.68 total_reward_ma:8.05 loss:-2.205 fps:124.6 +frame:1.80e+06 wall_t:14448 t:112500 epi:nan +opt_step:337314 lr:0.0003 alpha:0.006738 +2026-02-13 03:37:03 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_robotank_t0_s2 [train] +total_reward:10.65 total_reward_ma:8.12 loss:-2.248 fps:124.6 +frame:1.81e+06 wall_t:14529 t:113125 epi:nan +opt_step:339189 lr:0.0003 alpha:0.006738 +2026-02-13 03:38:22 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_robotank_t0_s2 [train] +total_reward:10.65 total_reward_ma:8.19 loss:-2.228 fps:124.6 +frame:1.82e+06 wall_t:14608 t:113750 epi:nan +opt_step:341064 lr:0.0003 alpha:0.006738 +2026-02-13 03:39:43 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_robotank_t0_s2 [train] +total_reward:10.66 total_reward_ma:8.26 loss:-2.284 fps:124.6 +frame:1.83e+06 wall_t:14689 t:114375 epi:nan +opt_step:342939 lr:0.0003 alpha:0.006738 +2026-02-13 03:41:03 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_robotank_t0_s2 [train] +total_reward:10.48 total_reward_ma:8.32 loss:-2.231 fps:124.6 +frame:1.84e+06 wall_t:14769 t:115000 epi:nan +opt_step:344814 lr:0.0003 alpha:0.006738 +2026-02-13 03:42:23 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_robotank_t0_s2 [train] +total_reward:10.48 total_reward_ma:8.39 loss:-2.263 fps:124.6 +frame:1.85e+06 wall_t:14849 t:115625 epi:nan +opt_step:346689 lr:0.0003 alpha:0.006738 +2026-02-13 03:43:45 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_robotank_t0_s2 [train] +total_reward:10.59 total_reward_ma:8.45 loss:-2.228 fps:124.6 +frame:1.86e+06 wall_t:14931 t:116250 epi:nan +opt_step:348564 lr:0.0003 alpha:0.006738 +2026-02-13 03:45:04 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_robotank_t0_s2 [train] +total_reward:10.54 total_reward_ma:8.52 loss:-2.222 fps:124.6 +frame:1.87e+06 wall_t:15010 t:116875 epi:nan +opt_step:350439 lr:0.0003 alpha:0.006738 +2026-02-13 03:46:24 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_robotank_t0_s2 [train] +total_reward:10.54 total_reward_ma:8.58 loss:-2.222 fps:124.6 +frame:1.88e+06 wall_t:15090 t:117500 epi:nan +opt_step:352314 lr:0.0003 alpha:0.006738 +2026-02-13 03:47:44 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_robotank_t0_s2 [train] +total_reward:10.48 total_reward_ma:8.64 loss:-2.284 fps:124.6 +frame:1.89e+06 wall_t:15170 t:118125 epi:nan +opt_step:354189 lr:0.0003 alpha:0.006738 +2026-02-13 03:49:04 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_robotank_t0_s2 [train] +total_reward:10.43 total_reward_ma:8.70 loss:-2.232 fps:124.6 +frame:1.90e+06 wall_t:15250 t:118750 epi:nan +opt_step:356064 lr:0.0003 alpha:0.006738 +2026-02-13 03:50:24 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_robotank_t0_s2 [train] +total_reward:10.38 total_reward_ma:8.76 loss:-2.252 fps:124.6 +frame:1.91e+06 wall_t:15330 t:119375 epi:nan +opt_step:357939 lr:0.0003 alpha:0.006738 +2026-02-13 03:51:44 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_robotank_t0_s2 [train] +total_reward:10.64 total_reward_ma:8.82 loss:-2.196 fps:124.6 +frame:1.92e+06 wall_t:15410 t:120000 epi:nan +opt_step:359814 lr:0.0003 alpha:0.006738 +2026-02-13 03:53:03 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_robotank_t0_s2 [train] +total_reward:10.59 total_reward_ma:8.89 loss:-2.253 fps:124.6 +frame:1.93e+06 wall_t:15489 t:120625 epi:nan +opt_step:361689 lr:0.0003 alpha:0.006738 +2026-02-13 03:54:23 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_robotank_t0_s2 [train] +total_reward:10.61 total_reward_ma:8.95 loss:-2.232 fps:124.6 +frame:1.94e+06 wall_t:15569 t:121250 epi:nan +opt_step:363564 lr:0.0003 alpha:0.006738 +2026-02-13 03:55:43 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_robotank_t0_s2 [train] +total_reward:10.43 total_reward_ma:9.00 loss:-2.222 fps:124.6 +frame:1.95e+06 wall_t:15649 t:121875 epi:nan +opt_step:365439 lr:0.0003 alpha:0.006738 +2026-02-13 03:57:03 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_robotank_t0_s2 [train] +total_reward:10.35 total_reward_ma:9.06 loss:-2.284 fps:124.6 +frame:1.96e+06 wall_t:15729 t:122500 epi:nan +opt_step:367314 lr:0.0003 alpha:0.006738 +2026-02-13 03:58:23 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_robotank_t0_s2 [train] +total_reward:10.22 total_reward_ma:9.11 loss:-2.241 fps:124.6 +frame:1.97e+06 wall_t:15809 t:123125 epi:nan +opt_step:369189 lr:0.0003 alpha:0.006738 +2026-02-13 03:59:44 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_robotank_t0_s2 [train] +total_reward:10.19 total_reward_ma:9.16 loss:-2.265 fps:124.6 +frame:1.98e+06 wall_t:15890 t:123750 epi:nan +opt_step:371064 lr:0.0003 alpha:0.006738 +2026-02-13 04:01:04 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_robotank_t0_s2 [train] +total_reward:10.24 total_reward_ma:9.22 loss:-2.244 fps:124.6 +frame:1.99e+06 wall_t:15970 t:124375 epi:nan +opt_step:372939 lr:0.0003 alpha:0.006738 +2026-02-13 04:02:13 | INFO | PID:1324 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_robotank_t0_s2 [train] +total_reward:10.38 total_reward_ma:9.27 loss:-2.214 fps:124.7 +frame:2.00e+06 wall_t:16039 t:125000 epi:nan +opt_step:374814 lr:0.0003 alpha:0.006738 +2026-02-13 04:02:13 | INFO | PID:1324 | slm_lab.lib.logger:info | Session 2 done diff --git a/data/sac_atari_robotank_2026_02_12_233446/log/sac_atari_robotank_t0_s3.log b/data/sac_atari_robotank_2026_02_12_233446/log/sac_atari_robotank_t0_s3.log new file mode 100644 index 0000000000000000000000000000000000000000..8bc90454a3df86d3050c3bf516fd99d7e5a17c6b --- /dev/null +++ b/data/sac_atari_robotank_2026_02_12_233446/log/sac_atari_robotank_t0_s3.log @@ -0,0 +1,802 @@ +2026-02-12 23:34:51 | INFO | PID:1325 | slm_lab.env:_make_vector_env | AtariVectorEnv: 16 envs, native preprocessing +2026-02-12 23:36:55 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_robotank_t0_s3 [train] +total_reward:0.29 total_reward_ma:0.29 loss:-18.33 fps:82.64 +frame:1.00e+04 wall_t:121 t:625 epi:nan +opt_step:1689 lr:0.0003 alpha:0.6318 +2026-02-12 23:38:15 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_robotank_t0_s3 [train] +total_reward:0.44 total_reward_ma:0.36 loss:-26.57 fps:99.5 +frame:2.00e+04 wall_t:201 t:1250 epi:nan +opt_step:3564 lr:0.0003 alpha:0.4054 +2026-02-12 23:39:34 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_robotank_t0_s3 [train] +total_reward:1.00 total_reward_ma:0.58 loss:-32.99 fps:107.1 +frame:3.00e+04 wall_t:280 t:1875 epi:nan +opt_step:5439 lr:0.0003 alpha:0.2663 +2026-02-12 23:40:55 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_robotank_t0_s3 [train] +total_reward:1.57 total_reward_ma:0.82 loss:-34.81 fps:111.1 +frame:4.00e+04 wall_t:360 t:2500 epi:nan +opt_step:7314 lr:0.0003 alpha:0.1765 +2026-02-12 23:42:15 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_robotank_t0_s3 [train] +total_reward:1.70 total_reward_ma:1.00 loss:-35.52 fps:113.6 +frame:5.00e+04 wall_t:440 t:3125 epi:nan +opt_step:9189 lr:0.0003 alpha:0.1176 +2026-02-12 23:43:34 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_robotank_t0_s3 [train] +total_reward:2.13 total_reward_ma:1.19 loss:-33.84 fps:115.6 +frame:6.00e+04 wall_t:519 t:3750 epi:nan +opt_step:11064 lr:0.0003 alpha:0.07855 +2026-02-12 23:44:53 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_robotank_t0_s3 [train] +total_reward:1.95 total_reward_ma:1.30 loss:-33.18 fps:116.9 +frame:7.00e+04 wall_t:599 t:4375 epi:nan +opt_step:12939 lr:0.0003 alpha:0.05266 +2026-02-12 23:46:13 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_robotank_t0_s3 [train] +total_reward:2.00 total_reward_ma:1.38 loss:-30.86 fps:117.8 +frame:8.00e+04 wall_t:679 t:5000 epi:nan +opt_step:14814 lr:0.0003 alpha:0.03543 +2026-02-12 23:47:33 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_robotank_t0_s3 [train] +total_reward:2.00 total_reward_ma:1.45 loss:-29.11 fps:118.7 +frame:9.00e+04 wall_t:758 t:5625 epi:nan +opt_step:16689 lr:0.0003 alpha:0.02396 +2026-02-12 23:48:51 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_robotank_t0_s3 [train] +total_reward:2.10 total_reward_ma:1.52 loss:-26.97 fps:119.5 +frame:1.00e+05 wall_t:837 t:6250 epi:nan +opt_step:18564 lr:0.0003 alpha:0.01634 +2026-02-12 23:50:11 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_robotank_t0_s3 [train] +total_reward:2.09 total_reward_ma:1.57 loss:-24.95 fps:120 +frame:1.10e+05 wall_t:917 t:6875 epi:nan +opt_step:20439 lr:0.0003 alpha:0.01125 +2026-02-12 23:51:30 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_robotank_t0_s3 [train] +total_reward:2.30 total_reward_ma:1.63 loss:-22.9 fps:120.5 +frame:1.20e+05 wall_t:996 t:7500 epi:nan +opt_step:22314 lr:0.0003 alpha:0.007895 +2026-02-12 23:52:50 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_robotank_t0_s3 [train] +total_reward:2.34 total_reward_ma:1.69 loss:-21.21 fps:120.8 +frame:1.30e+05 wall_t:1076 t:8125 epi:nan +opt_step:24189 lr:0.0003 alpha:0.006738 +2026-02-12 23:54:10 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_robotank_t0_s3 [train] +total_reward:2.33 total_reward_ma:1.73 loss:-19.5 fps:121.1 +frame:1.40e+05 wall_t:1156 t:8750 epi:nan +opt_step:26064 lr:0.0003 alpha:0.006738 +2026-02-12 23:55:30 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_robotank_t0_s3 [train] +total_reward:2.40 total_reward_ma:1.78 loss:-17.94 fps:121.4 +frame:1.50e+05 wall_t:1236 t:9375 epi:nan +opt_step:27939 lr:0.0003 alpha:0.006738 +2026-02-12 23:56:50 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_robotank_t0_s3 [train] +total_reward:2.50 total_reward_ma:1.82 loss:-16.45 fps:121.7 +frame:1.60e+05 wall_t:1315 t:10000 epi:nan +opt_step:29814 lr:0.0003 alpha:0.006738 +2026-02-12 23:58:09 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_robotank_t0_s3 [train] +total_reward:2.49 total_reward_ma:1.86 loss:-15.38 fps:122 +frame:1.70e+05 wall_t:1394 t:10625 epi:nan +opt_step:31689 lr:0.0003 alpha:0.006738 +2026-02-12 23:59:28 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_robotank_t0_s3 [train] +total_reward:2.47 total_reward_ma:1.90 loss:-14.18 fps:122.1 +frame:1.80e+05 wall_t:1474 t:11250 epi:nan +opt_step:33564 lr:0.0003 alpha:0.006738 +2026-02-13 00:00:47 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_robotank_t0_s3 [train] +total_reward:2.52 total_reward_ma:1.93 loss:-13.21 fps:122.3 +frame:1.90e+05 wall_t:1553 t:11875 epi:nan +opt_step:35439 lr:0.0003 alpha:0.006738 +2026-02-13 00:02:08 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_robotank_t0_s3 [train] +total_reward:2.56 total_reward_ma:1.96 loss:-12.16 fps:122.5 +frame:2.00e+05 wall_t:1633 t:12500 epi:nan +opt_step:37314 lr:0.0003 alpha:0.006738 +2026-02-13 00:03:28 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_robotank_t0_s3 [train] +total_reward:2.60 total_reward_ma:1.99 loss:-11.39 fps:122.5 +frame:2.10e+05 wall_t:1714 t:13125 epi:nan +opt_step:39189 lr:0.0003 alpha:0.006738 +2026-02-13 00:04:48 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_robotank_t0_s3 [train] +total_reward:2.53 total_reward_ma:2.01 loss:-10.46 fps:122.6 +frame:2.20e+05 wall_t:1794 t:13750 epi:nan +opt_step:41064 lr:0.0003 alpha:0.006738 +2026-02-13 00:06:07 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_robotank_t0_s3 [train] +total_reward:2.51 total_reward_ma:2.04 loss:-9.786 fps:122.8 +frame:2.30e+05 wall_t:1873 t:14375 epi:nan +opt_step:42939 lr:0.0003 alpha:0.006738 +2026-02-13 00:07:27 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_robotank_t0_s3 [train] +total_reward:2.52 total_reward_ma:2.06 loss:-9.166 fps:123 +frame:2.40e+05 wall_t:1952 t:15000 epi:nan +opt_step:44814 lr:0.0003 alpha:0.006738 +2026-02-13 00:08:47 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_robotank_t0_s3 [train] +total_reward:2.50 total_reward_ma:2.07 loss:-8.535 fps:123 +frame:2.50e+05 wall_t:2032 t:15625 epi:nan +opt_step:46689 lr:0.0003 alpha:0.006738 +2026-02-13 00:10:07 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_robotank_t0_s3 [train] +total_reward:2.52 total_reward_ma:2.09 loss:-8.085 fps:123.1 +frame:2.60e+05 wall_t:2112 t:16250 epi:nan +opt_step:48564 lr:0.0003 alpha:0.006738 +2026-02-13 00:11:25 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_robotank_t0_s3 [train] +total_reward:2.52 total_reward_ma:2.11 loss:-7.656 fps:123.2 +frame:2.70e+05 wall_t:2191 t:16875 epi:nan +opt_step:50439 lr:0.0003 alpha:0.006738 +2026-02-13 00:12:44 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_robotank_t0_s3 [train] +total_reward:2.48 total_reward_ma:2.12 loss:-7.111 fps:123.3 +frame:2.80e+05 wall_t:2270 t:17500 epi:nan +opt_step:52314 lr:0.0003 alpha:0.006738 +2026-02-13 00:14:03 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_robotank_t0_s3 [train] +total_reward:2.55 total_reward_ma:2.14 loss:-6.854 fps:123.5 +frame:2.90e+05 wall_t:2349 t:18125 epi:nan +opt_step:54189 lr:0.0003 alpha:0.006738 +2026-02-13 00:15:21 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_robotank_t0_s3 [train] +total_reward:2.64 total_reward_ma:2.15 loss:-6.405 fps:123.6 +frame:3.00e+05 wall_t:2427 t:18750 epi:nan +opt_step:56064 lr:0.0003 alpha:0.006738 +2026-02-13 00:16:40 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_robotank_t0_s3 [train] +total_reward:2.64 total_reward_ma:2.17 loss:-6.085 fps:123.7 +frame:3.10e+05 wall_t:2506 t:19375 epi:nan +opt_step:57939 lr:0.0003 alpha:0.006738 +2026-02-13 00:17:59 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_robotank_t0_s3 [train] +total_reward:2.58 total_reward_ma:2.18 loss:-5.813 fps:123.8 +frame:3.20e+05 wall_t:2584 t:20000 epi:nan +opt_step:59814 lr:0.0003 alpha:0.006738 +2026-02-13 00:19:17 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_robotank_t0_s3 [train] +total_reward:2.62 total_reward_ma:2.19 loss:-5.531 fps:123.9 +frame:3.30e+05 wall_t:2663 t:20625 epi:nan +opt_step:61689 lr:0.0003 alpha:0.006738 +2026-02-13 00:20:36 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_robotank_t0_s3 [train] +total_reward:2.59 total_reward_ma:2.21 loss:-5.325 fps:124 +frame:3.40e+05 wall_t:2742 t:21250 epi:nan +opt_step:63564 lr:0.0003 alpha:0.006738 +2026-02-13 00:21:55 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_robotank_t0_s3 [train] +total_reward:2.68 total_reward_ma:2.22 loss:-5.022 fps:124.1 +frame:3.50e+05 wall_t:2821 t:21875 epi:nan +opt_step:65439 lr:0.0003 alpha:0.006738 +2026-02-13 00:23:15 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_robotank_t0_s3 [train] +total_reward:2.63 total_reward_ma:2.23 loss:-4.825 fps:124.1 +frame:3.60e+05 wall_t:2900 t:22500 epi:nan +opt_step:67314 lr:0.0003 alpha:0.006738 +2026-02-13 00:24:33 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_robotank_t0_s3 [train] +total_reward:2.58 total_reward_ma:2.24 loss:-4.664 fps:124.2 +frame:3.70e+05 wall_t:2979 t:23125 epi:nan +opt_step:69189 lr:0.0003 alpha:0.006738 +2026-02-13 00:25:52 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_robotank_t0_s3 [train] +total_reward:2.54 total_reward_ma:2.25 loss:-4.424 fps:124.3 +frame:3.80e+05 wall_t:3058 t:23750 epi:nan +opt_step:71064 lr:0.0003 alpha:0.006738 +2026-02-13 00:27:11 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_robotank_t0_s3 [train] +total_reward:2.63 total_reward_ma:2.26 loss:-4.372 fps:124.3 +frame:3.90e+05 wall_t:3137 t:24375 epi:nan +opt_step:72939 lr:0.0003 alpha:0.006738 +2026-02-13 00:28:30 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_robotank_t0_s3 [train] +total_reward:2.57 total_reward_ma:2.27 loss:-4.251 fps:124.4 +frame:4.00e+05 wall_t:3216 t:25000 epi:nan +opt_step:74814 lr:0.0003 alpha:0.006738 +2026-02-13 00:29:49 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_robotank_t0_s3 [train] +total_reward:2.54 total_reward_ma:2.27 loss:-4.006 fps:124.4 +frame:4.10e+05 wall_t:3295 t:25625 epi:nan +opt_step:76689 lr:0.0003 alpha:0.006738 +2026-02-13 00:31:07 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_robotank_t0_s3 [train] +total_reward:2.54 total_reward_ma:2.28 loss:-3.904 fps:124.5 +frame:4.20e+05 wall_t:3373 t:26250 epi:nan +opt_step:78564 lr:0.0003 alpha:0.006738 +2026-02-13 00:32:26 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_robotank_t0_s3 [train] +total_reward:2.54 total_reward_ma:2.28 loss:-3.809 fps:124.6 +frame:4.30e+05 wall_t:3451 t:26875 epi:nan +opt_step:80439 lr:0.0003 alpha:0.006738 +2026-02-13 00:33:45 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_robotank_t0_s3 [train] +total_reward:2.54 total_reward_ma:2.29 loss:-3.649 fps:124.6 +frame:4.40e+05 wall_t:3531 t:27500 epi:nan +opt_step:82314 lr:0.0003 alpha:0.006738 +2026-02-13 00:35:04 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_robotank_t0_s3 [train] +total_reward:2.56 total_reward_ma:2.30 loss:-3.602 fps:124.7 +frame:4.50e+05 wall_t:3609 t:28125 epi:nan +opt_step:84189 lr:0.0003 alpha:0.006738 +2026-02-13 00:36:22 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_robotank_t0_s3 [train] +total_reward:2.58 total_reward_ma:2.30 loss:-3.503 fps:124.7 +frame:4.60e+05 wall_t:3688 t:28750 epi:nan +opt_step:86064 lr:0.0003 alpha:0.006738 +2026-02-13 00:37:41 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_robotank_t0_s3 [train] +total_reward:2.57 total_reward_ma:2.31 loss:-3.41 fps:124.8 +frame:4.70e+05 wall_t:3766 t:29375 epi:nan +opt_step:87939 lr:0.0003 alpha:0.006738 +2026-02-13 00:39:00 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_robotank_t0_s3 [train] +total_reward:2.53 total_reward_ma:2.31 loss:-3.273 fps:124.8 +frame:4.80e+05 wall_t:3846 t:30000 epi:nan +opt_step:89814 lr:0.0003 alpha:0.006738 +2026-02-13 00:40:20 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_robotank_t0_s3 [train] +total_reward:2.57 total_reward_ma:2.32 loss:-3.144 fps:124.8 +frame:4.90e+05 wall_t:3925 t:30625 epi:nan +opt_step:91689 lr:0.0003 alpha:0.006738 +2026-02-13 00:41:39 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_robotank_t0_s3 [train] +total_reward:2.57 total_reward_ma:2.32 loss:-3.125 fps:124.8 +frame:5.00e+05 wall_t:4005 t:31250 epi:nan +opt_step:93564 lr:0.0003 alpha:0.006738 +2026-02-13 00:42:59 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_robotank_t0_s3 [train] +total_reward:2.60 total_reward_ma:2.33 loss:-3.06 fps:124.8 +frame:5.10e+05 wall_t:4085 t:31875 epi:nan +opt_step:95439 lr:0.0003 alpha:0.006738 +2026-02-13 00:44:18 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_robotank_t0_s3 [train] +total_reward:2.70 total_reward_ma:2.34 loss:-2.936 fps:124.9 +frame:5.20e+05 wall_t:4164 t:32500 epi:nan +opt_step:97314 lr:0.0003 alpha:0.006738 +2026-02-13 00:45:37 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_robotank_t0_s3 [train] +total_reward:2.69 total_reward_ma:2.34 loss:-2.912 fps:124.9 +frame:5.30e+05 wall_t:4243 t:33125 epi:nan +opt_step:99189 lr:0.0003 alpha:0.006738 +2026-02-13 00:46:56 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_robotank_t0_s3 [train] +total_reward:2.74 total_reward_ma:2.35 loss:-2.83 fps:124.9 +frame:5.40e+05 wall_t:4322 t:33750 epi:nan +opt_step:101064 lr:0.0003 alpha:0.006738 +2026-02-13 00:48:16 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_robotank_t0_s3 [train] +total_reward:2.91 total_reward_ma:2.36 loss:-2.778 fps:124.9 +frame:5.50e+05 wall_t:4402 t:34375 epi:nan +opt_step:102939 lr:0.0003 alpha:0.006738 +2026-02-13 00:49:37 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_robotank_t0_s3 [train] +total_reward:2.88 total_reward_ma:2.37 loss:-2.698 fps:124.9 +frame:5.60e+05 wall_t:4482 t:35000 epi:nan +opt_step:104814 lr:0.0003 alpha:0.006738 +2026-02-13 00:50:56 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_robotank_t0_s3 [train] +total_reward:2.88 total_reward_ma:2.38 loss:-2.667 fps:124.9 +frame:5.70e+05 wall_t:4562 t:35625 epi:nan +opt_step:106689 lr:0.0003 alpha:0.006738 +2026-02-13 00:52:15 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_robotank_t0_s3 [train] +total_reward:2.90 total_reward_ma:2.39 loss:-2.652 fps:125 +frame:5.80e+05 wall_t:4641 t:36250 epi:nan +opt_step:108564 lr:0.0003 alpha:0.006738 +2026-02-13 00:53:33 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_robotank_t0_s3 [train] +total_reward:2.87 total_reward_ma:2.40 loss:-2.559 fps:125 +frame:5.90e+05 wall_t:4719 t:36875 epi:nan +opt_step:110439 lr:0.0003 alpha:0.006738 +2026-02-13 00:54:53 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_robotank_t0_s3 [train] +total_reward:2.92 total_reward_ma:2.40 loss:-2.476 fps:125 +frame:6.00e+05 wall_t:4799 t:37500 epi:nan +opt_step:112314 lr:0.0003 alpha:0.006738 +2026-02-13 00:56:13 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_robotank_t0_s3 [train] +total_reward:2.92 total_reward_ma:2.41 loss:-2.431 fps:125 +frame:6.10e+05 wall_t:4879 t:38125 epi:nan +opt_step:114189 lr:0.0003 alpha:0.006738 +2026-02-13 00:57:32 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_robotank_t0_s3 [train] +total_reward:3.03 total_reward_ma:2.42 loss:-2.389 fps:125.1 +frame:6.20e+05 wall_t:4958 t:38750 epi:nan +opt_step:116064 lr:0.0003 alpha:0.006738 +2026-02-13 00:58:51 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_robotank_t0_s3 [train] +total_reward:3.14 total_reward_ma:2.43 loss:-2.353 fps:125.1 +frame:6.30e+05 wall_t:5037 t:39375 epi:nan +opt_step:117939 lr:0.0003 alpha:0.006738 +2026-02-13 01:00:10 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_robotank_t0_s3 [train] +total_reward:3.21 total_reward_ma:2.45 loss:-2.363 fps:125.1 +frame:6.40e+05 wall_t:5116 t:40000 epi:nan +opt_step:119814 lr:0.0003 alpha:0.006738 +2026-02-13 01:01:35 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_robotank_t0_s3 [train] +total_reward:3.28 total_reward_ma:2.46 loss:-2.317 fps:125 +frame:6.50e+05 wall_t:5201 t:40625 epi:nan +opt_step:121689 lr:0.0003 alpha:0.006738 +2026-02-13 01:02:57 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_robotank_t0_s3 [train] +total_reward:3.36 total_reward_ma:2.47 loss:-2.224 fps:124.9 +frame:6.60e+05 wall_t:5283 t:41250 epi:nan +opt_step:123564 lr:0.0003 alpha:0.006738 +2026-02-13 01:04:18 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_robotank_t0_s3 [train] +total_reward:3.41 total_reward_ma:2.49 loss:-2.237 fps:124.9 +frame:6.70e+05 wall_t:5363 t:41875 epi:nan +opt_step:125439 lr:0.0003 alpha:0.006738 +2026-02-13 01:05:36 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_robotank_t0_s3 [train] +total_reward:3.39 total_reward_ma:2.50 loss:-2.196 fps:125 +frame:6.80e+05 wall_t:5442 t:42500 epi:nan +opt_step:127314 lr:0.0003 alpha:0.006738 +2026-02-13 01:06:57 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_robotank_t0_s3 [train] +total_reward:3.47 total_reward_ma:2.51 loss:-2.201 fps:124.9 +frame:6.90e+05 wall_t:5523 t:43125 epi:nan +opt_step:129189 lr:0.0003 alpha:0.006738 +2026-02-13 01:08:20 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_robotank_t0_s3 [train] +total_reward:3.52 total_reward_ma:2.53 loss:-2.209 fps:124.9 +frame:7.00e+05 wall_t:5605 t:43750 epi:nan +opt_step:131064 lr:0.0003 alpha:0.006738 +2026-02-13 01:09:40 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_robotank_t0_s3 [train] +total_reward:3.59 total_reward_ma:2.54 loss:-2.196 fps:124.9 +frame:7.10e+05 wall_t:5686 t:44375 epi:nan +opt_step:132939 lr:0.0003 alpha:0.006738 +2026-02-13 01:11:03 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_robotank_t0_s3 [train] +total_reward:3.64 total_reward_ma:2.56 loss:-2.206 fps:124.8 +frame:7.20e+05 wall_t:5768 t:45000 epi:nan +opt_step:134814 lr:0.0003 alpha:0.006738 +2026-02-13 01:12:24 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_robotank_t0_s3 [train] +total_reward:3.67 total_reward_ma:2.57 loss:-2.21 fps:124.8 +frame:7.30e+05 wall_t:5849 t:45625 epi:nan +opt_step:136689 lr:0.0003 alpha:0.006738 +2026-02-13 01:13:44 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_robotank_t0_s3 [train] +total_reward:3.75 total_reward_ma:2.59 loss:-2.14 fps:124.8 +frame:7.40e+05 wall_t:5930 t:46250 epi:nan +opt_step:138564 lr:0.0003 alpha:0.006738 +2026-02-13 01:15:05 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_robotank_t0_s3 [train] +total_reward:3.77 total_reward_ma:2.61 loss:-2.147 fps:124.8 +frame:7.50e+05 wall_t:6011 t:46875 epi:nan +opt_step:140439 lr:0.0003 alpha:0.006738 +2026-02-13 01:16:26 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_robotank_t0_s3 [train] +total_reward:3.83 total_reward_ma:2.62 loss:-2.168 fps:124.8 +frame:7.60e+05 wall_t:6092 t:47500 epi:nan +opt_step:142314 lr:0.0003 alpha:0.006738 +2026-02-13 01:17:49 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_robotank_t0_s3 [train] +total_reward:4.07 total_reward_ma:2.64 loss:-2.102 fps:124.7 +frame:7.70e+05 wall_t:6174 t:48125 epi:nan +opt_step:144189 lr:0.0003 alpha:0.006738 +2026-02-13 01:19:09 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_robotank_t0_s3 [train] +total_reward:4.07 total_reward_ma:2.66 loss:-2.127 fps:124.7 +frame:7.80e+05 wall_t:6255 t:48750 epi:nan +opt_step:146064 lr:0.0003 alpha:0.006738 +2026-02-13 01:20:31 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_robotank_t0_s3 [train] +total_reward:4.12 total_reward_ma:2.68 loss:-2.14 fps:124.7 +frame:7.90e+05 wall_t:6336 t:49375 epi:nan +opt_step:147939 lr:0.0003 alpha:0.006738 +2026-02-13 01:21:54 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_robotank_t0_s3 [train] +total_reward:4.17 total_reward_ma:2.70 loss:-2.132 fps:124.6 +frame:8.00e+05 wall_t:6420 t:50000 epi:nan +opt_step:149814 lr:0.0003 alpha:0.006738 +2026-02-13 01:23:20 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_robotank_t0_s3 [train] +total_reward:4.22 total_reward_ma:2.71 loss:-2.096 fps:124.5 +frame:8.10e+05 wall_t:6506 t:50625 epi:nan +opt_step:151689 lr:0.0003 alpha:0.006738 +2026-02-13 01:24:44 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_robotank_t0_s3 [train] +total_reward:4.22 total_reward_ma:2.73 loss:-2.061 fps:124.4 +frame:8.20e+05 wall_t:6589 t:51250 epi:nan +opt_step:153564 lr:0.0003 alpha:0.006738 +2026-02-13 01:26:05 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_robotank_t0_s3 [train] +total_reward:4.46 total_reward_ma:2.75 loss:-2.12 fps:124.4 +frame:8.30e+05 wall_t:6671 t:51875 epi:nan +opt_step:155439 lr:0.0003 alpha:0.006738 +2026-02-13 01:27:25 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_robotank_t0_s3 [train] +total_reward:4.51 total_reward_ma:2.77 loss:-2.103 fps:124.4 +frame:8.40e+05 wall_t:6750 t:52500 epi:nan +opt_step:157314 lr:0.0003 alpha:0.006738 +2026-02-13 01:28:45 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_robotank_t0_s3 [train] +total_reward:4.58 total_reward_ma:2.80 loss:-2.082 fps:124.5 +frame:8.50e+05 wall_t:6830 t:53125 epi:nan +opt_step:159189 lr:0.0003 alpha:0.006738 +2026-02-13 01:30:06 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_robotank_t0_s3 [train] +total_reward:5.05 total_reward_ma:2.82 loss:-2.117 fps:124.4 +frame:8.60e+05 wall_t:6911 t:53750 epi:nan +opt_step:161064 lr:0.0003 alpha:0.006738 +2026-02-13 01:31:28 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_robotank_t0_s3 [train] +total_reward:5.15 total_reward_ma:2.85 loss:-2.09 fps:124.4 +frame:8.70e+05 wall_t:6993 t:54375 epi:nan +opt_step:162939 lr:0.0003 alpha:0.006738 +2026-02-13 01:32:50 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_robotank_t0_s3 [train] +total_reward:5.14 total_reward_ma:2.88 loss:-2.123 fps:124.4 +frame:8.80e+05 wall_t:7075 t:55000 epi:nan +opt_step:164814 lr:0.0003 alpha:0.006738 +2026-02-13 01:34:10 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_robotank_t0_s3 [train] +total_reward:5.31 total_reward_ma:2.90 loss:-2.135 fps:124.4 +frame:8.90e+05 wall_t:7156 t:55625 epi:nan +opt_step:166689 lr:0.0003 alpha:0.006738 +2026-02-13 01:35:29 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_robotank_t0_s3 [train] +total_reward:5.36 total_reward_ma:2.93 loss:-2.117 fps:124.4 +frame:9.00e+05 wall_t:7235 t:56250 epi:nan +opt_step:168564 lr:0.0003 alpha:0.006738 +2026-02-13 01:36:52 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_robotank_t0_s3 [train] +total_reward:5.44 total_reward_ma:2.96 loss:-2.131 fps:124.4 +frame:9.10e+05 wall_t:7317 t:56875 epi:nan +opt_step:170439 lr:0.0003 alpha:0.006738 +2026-02-13 01:38:12 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_robotank_t0_s3 [train] +total_reward:5.44 total_reward_ma:2.98 loss:-2.133 fps:124.4 +frame:9.20e+05 wall_t:7397 t:57500 epi:nan +opt_step:172314 lr:0.0003 alpha:0.006738 +2026-02-13 01:39:33 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_robotank_t0_s3 [train] +total_reward:5.54 total_reward_ma:3.01 loss:-2.116 fps:124.3 +frame:9.30e+05 wall_t:7479 t:58125 epi:nan +opt_step:174189 lr:0.0003 alpha:0.006738 +2026-02-13 01:40:54 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_robotank_t0_s3 [train] +total_reward:5.65 total_reward_ma:3.04 loss:-2.11 fps:124.4 +frame:9.40e+05 wall_t:7559 t:58750 epi:nan +opt_step:176064 lr:0.0003 alpha:0.006738 +2026-02-13 01:42:13 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_robotank_t0_s3 [train] +total_reward:5.87 total_reward_ma:3.07 loss:-2.12 fps:124.4 +frame:9.50e+05 wall_t:7639 t:59375 epi:nan +opt_step:177939 lr:0.0003 alpha:0.006738 +2026-02-13 01:43:34 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_robotank_t0_s3 [train] +total_reward:5.93 total_reward_ma:3.10 loss:-2.11 fps:124.4 +frame:9.60e+05 wall_t:7720 t:60000 epi:nan +opt_step:179814 lr:0.0003 alpha:0.006738 +2026-02-13 01:44:52 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_robotank_t0_s3 [train] +total_reward:6.05 total_reward_ma:3.13 loss:-2.139 fps:124.4 +frame:9.70e+05 wall_t:7798 t:60625 epi:nan +opt_step:181689 lr:0.0003 alpha:0.006738 +2026-02-13 01:46:12 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_robotank_t0_s3 [train] +total_reward:6.05 total_reward_ma:3.16 loss:-2.131 fps:124.4 +frame:9.80e+05 wall_t:7878 t:61250 epi:nan +opt_step:183564 lr:0.0003 alpha:0.006738 +2026-02-13 01:47:31 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_robotank_t0_s3 [train] +total_reward:6.10 total_reward_ma:3.19 loss:-2.138 fps:124.4 +frame:9.90e+05 wall_t:7957 t:61875 epi:nan +opt_step:185439 lr:0.0003 alpha:0.006738 +2026-02-13 01:48:50 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_robotank_t0_s3 [train] +total_reward:6.38 total_reward_ma:3.22 loss:-2.17 fps:124.4 +frame:1.00e+06 wall_t:8036 t:62500 epi:nan +opt_step:187314 lr:0.0003 alpha:0.006738 +2026-02-13 01:50:10 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_robotank_t0_s3 [train] +total_reward:6.44 total_reward_ma:3.28 loss:-2.136 fps:124.5 +frame:1.01e+06 wall_t:8115 t:63125 epi:nan +opt_step:189189 lr:0.0003 alpha:0.006738 +2026-02-13 01:51:29 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_robotank_t0_s3 [train] +total_reward:6.65 total_reward_ma:3.34 loss:-2.151 fps:124.5 +frame:1.02e+06 wall_t:8195 t:63750 epi:nan +opt_step:191064 lr:0.0003 alpha:0.006738 +2026-02-13 01:52:49 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_robotank_t0_s3 [train] +total_reward:6.76 total_reward_ma:3.40 loss:-2.154 fps:124.5 +frame:1.03e+06 wall_t:8274 t:64375 epi:nan +opt_step:192939 lr:0.0003 alpha:0.006738 +2026-02-13 01:54:08 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_robotank_t0_s3 [train] +total_reward:6.92 total_reward_ma:3.46 loss:-2.154 fps:124.5 +frame:1.04e+06 wall_t:8353 t:65000 epi:nan +opt_step:194814 lr:0.0003 alpha:0.006738 +2026-02-13 01:55:26 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_robotank_t0_s3 [train] +total_reward:6.92 total_reward_ma:3.51 loss:-2.101 fps:124.5 +frame:1.05e+06 wall_t:8432 t:65625 epi:nan +opt_step:196689 lr:0.0003 alpha:0.006738 +2026-02-13 01:56:45 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_robotank_t0_s3 [train] +total_reward:7.01 total_reward_ma:3.56 loss:-2.134 fps:124.5 +frame:1.06e+06 wall_t:8511 t:66250 epi:nan +opt_step:198564 lr:0.0003 alpha:0.006738 +2026-02-13 01:58:03 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_robotank_t0_s3 [train] +total_reward:7.04 total_reward_ma:3.61 loss:-2.124 fps:124.6 +frame:1.07e+06 wall_t:8589 t:66875 epi:nan +opt_step:200439 lr:0.0003 alpha:0.006738 +2026-02-13 01:59:21 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_robotank_t0_s3 [train] +total_reward:7.12 total_reward_ma:3.66 loss:-2.158 fps:124.6 +frame:1.08e+06 wall_t:8667 t:67500 epi:nan +opt_step:202314 lr:0.0003 alpha:0.006738 +2026-02-13 02:00:40 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_robotank_t0_s3 [train] +total_reward:7.19 total_reward_ma:3.71 loss:-2.111 fps:124.6 +frame:1.09e+06 wall_t:8746 t:68125 epi:nan +opt_step:204189 lr:0.0003 alpha:0.006738 +2026-02-13 02:01:59 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_robotank_t0_s3 [train] +total_reward:7.38 total_reward_ma:3.76 loss:-2.095 fps:124.6 +frame:1.10e+06 wall_t:8825 t:68750 epi:nan +opt_step:206064 lr:0.0003 alpha:0.006738 +2026-02-13 02:03:18 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_robotank_t0_s3 [train] +total_reward:7.45 total_reward_ma:3.82 loss:-2.088 fps:124.7 +frame:1.11e+06 wall_t:8904 t:69375 epi:nan +opt_step:207939 lr:0.0003 alpha:0.006738 +2026-02-13 02:04:37 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_robotank_t0_s3 [train] +total_reward:7.68 total_reward_ma:3.87 loss:-2.095 fps:124.7 +frame:1.12e+06 wall_t:8982 t:70000 epi:nan +opt_step:209814 lr:0.0003 alpha:0.006738 +2026-02-13 02:05:57 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_robotank_t0_s3 [train] +total_reward:7.85 total_reward_ma:3.93 loss:-2.063 fps:124.7 +frame:1.13e+06 wall_t:9062 t:70625 epi:nan +opt_step:211689 lr:0.0003 alpha:0.006738 +2026-02-13 02:07:16 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_robotank_t0_s3 [train] +total_reward:7.88 total_reward_ma:3.98 loss:-2.128 fps:124.7 +frame:1.14e+06 wall_t:9142 t:71250 epi:nan +opt_step:213564 lr:0.0003 alpha:0.006738 +2026-02-13 02:08:36 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_robotank_t0_s3 [train] +total_reward:8.03 total_reward_ma:4.04 loss:-2.061 fps:124.7 +frame:1.15e+06 wall_t:9222 t:71875 epi:nan +opt_step:215439 lr:0.0003 alpha:0.006738 +2026-02-13 02:09:55 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_robotank_t0_s3 [train] +total_reward:8.05 total_reward_ma:4.09 loss:-2.094 fps:124.7 +frame:1.16e+06 wall_t:9301 t:72500 epi:nan +opt_step:217314 lr:0.0003 alpha:0.006738 +2026-02-13 02:11:15 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_robotank_t0_s3 [train] +total_reward:8.13 total_reward_ma:4.15 loss:-2.054 fps:124.7 +frame:1.17e+06 wall_t:9380 t:73125 epi:nan +opt_step:219189 lr:0.0003 alpha:0.006738 +2026-02-13 02:12:33 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_robotank_t0_s3 [train] +total_reward:8.18 total_reward_ma:4.21 loss:-2.083 fps:124.7 +frame:1.18e+06 wall_t:9459 t:73750 epi:nan +opt_step:221064 lr:0.0003 alpha:0.006738 +2026-02-13 02:13:52 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_robotank_t0_s3 [train] +total_reward:8.24 total_reward_ma:4.26 loss:-2.117 fps:124.8 +frame:1.19e+06 wall_t:9537 t:74375 epi:nan +opt_step:222939 lr:0.0003 alpha:0.006738 +2026-02-13 02:15:10 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_robotank_t0_s3 [train] +total_reward:8.40 total_reward_ma:4.32 loss:-2.062 fps:124.8 +frame:1.20e+06 wall_t:9616 t:75000 epi:nan +opt_step:224814 lr:0.0003 alpha:0.006738 +2026-02-13 02:16:30 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_robotank_t0_s3 [train] +total_reward:8.61 total_reward_ma:4.38 loss:-2.078 fps:124.8 +frame:1.21e+06 wall_t:9696 t:75625 epi:nan +opt_step:226689 lr:0.0003 alpha:0.006738 +2026-02-13 02:17:49 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_robotank_t0_s3 [train] +total_reward:8.65 total_reward_ma:4.44 loss:-2.133 fps:124.8 +frame:1.22e+06 wall_t:9775 t:76250 epi:nan +opt_step:228564 lr:0.0003 alpha:0.006738 +2026-02-13 02:19:08 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_robotank_t0_s3 [train] +total_reward:8.61 total_reward_ma:4.50 loss:-2.07 fps:124.8 +frame:1.23e+06 wall_t:9853 t:76875 epi:nan +opt_step:230439 lr:0.0003 alpha:0.006738 +2026-02-13 02:20:26 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_robotank_t0_s3 [train] +total_reward:8.66 total_reward_ma:4.57 loss:-2.073 fps:124.9 +frame:1.24e+06 wall_t:9931 t:77500 epi:nan +opt_step:232314 lr:0.0003 alpha:0.006738 +2026-02-13 02:21:44 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_robotank_t0_s3 [train] +total_reward:8.81 total_reward_ma:4.63 loss:-2.095 fps:124.9 +frame:1.25e+06 wall_t:10010 t:78125 epi:nan +opt_step:234189 lr:0.0003 alpha:0.006738 +2026-02-13 02:23:03 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_robotank_t0_s3 [train] +total_reward:8.76 total_reward_ma:4.69 loss:-2.104 fps:124.9 +frame:1.26e+06 wall_t:10089 t:78750 epi:nan +opt_step:236064 lr:0.0003 alpha:0.006738 +2026-02-13 02:24:21 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_robotank_t0_s3 [train] +total_reward:8.80 total_reward_ma:4.75 loss:-2.092 fps:124.9 +frame:1.27e+06 wall_t:10167 t:79375 epi:nan +opt_step:237939 lr:0.0003 alpha:0.006738 +2026-02-13 02:25:40 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_robotank_t0_s3 [train] +total_reward:8.87 total_reward_ma:4.82 loss:-2.137 fps:124.9 +frame:1.28e+06 wall_t:10246 t:80000 epi:nan +opt_step:239814 lr:0.0003 alpha:0.006738 +2026-02-13 02:26:59 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_robotank_t0_s3 [train] +total_reward:8.77 total_reward_ma:4.88 loss:-2.057 fps:124.9 +frame:1.29e+06 wall_t:10325 t:80625 epi:nan +opt_step:241689 lr:0.0003 alpha:0.006738 +2026-02-13 02:28:17 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_robotank_t0_s3 [train] +total_reward:8.75 total_reward_ma:4.94 loss:-2.12 fps:125 +frame:1.30e+06 wall_t:10403 t:81250 epi:nan +opt_step:243564 lr:0.0003 alpha:0.006738 +2026-02-13 02:29:36 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_robotank_t0_s3 [train] +total_reward:8.66 total_reward_ma:5.00 loss:-2.154 fps:125 +frame:1.31e+06 wall_t:10482 t:81875 epi:nan +opt_step:245439 lr:0.0003 alpha:0.006738 +2026-02-13 02:30:55 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_robotank_t0_s3 [train] +total_reward:8.79 total_reward_ma:5.06 loss:-2.082 fps:125 +frame:1.32e+06 wall_t:10561 t:82500 epi:nan +opt_step:247314 lr:0.0003 alpha:0.006738 +2026-02-13 02:32:14 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_robotank_t0_s3 [train] +total_reward:8.75 total_reward_ma:5.13 loss:-2.105 fps:125 +frame:1.33e+06 wall_t:10640 t:83125 epi:nan +opt_step:249189 lr:0.0003 alpha:0.006738 +2026-02-13 02:33:34 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_robotank_t0_s3 [train] +total_reward:8.69 total_reward_ma:5.19 loss:-2.11 fps:125 +frame:1.34e+06 wall_t:10719 t:83750 epi:nan +opt_step:251064 lr:0.0003 alpha:0.006738 +2026-02-13 02:34:54 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_robotank_t0_s3 [train] +total_reward:8.54 total_reward_ma:5.24 loss:-2.093 fps:125 +frame:1.35e+06 wall_t:10800 t:84375 epi:nan +opt_step:252939 lr:0.0003 alpha:0.006738 +2026-02-13 02:36:14 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_robotank_t0_s3 [train] +total_reward:8.52 total_reward_ma:5.30 loss:-2.138 fps:125 +frame:1.36e+06 wall_t:10880 t:85000 epi:nan +opt_step:254814 lr:0.0003 alpha:0.006738 +2026-02-13 02:37:36 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_robotank_t0_s3 [train] +total_reward:8.51 total_reward_ma:5.36 loss:-2.146 fps:125 +frame:1.37e+06 wall_t:10961 t:85625 epi:nan +opt_step:256689 lr:0.0003 alpha:0.006738 +2026-02-13 02:38:57 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_robotank_t0_s3 [train] +total_reward:8.63 total_reward_ma:5.42 loss:-2.176 fps:125 +frame:1.38e+06 wall_t:11042 t:86250 epi:nan +opt_step:258564 lr:0.0003 alpha:0.006738 +2026-02-13 02:40:17 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_robotank_t0_s3 [train] +total_reward:8.67 total_reward_ma:5.48 loss:-2.166 fps:125 +frame:1.39e+06 wall_t:11123 t:86875 epi:nan +opt_step:260439 lr:0.0003 alpha:0.006738 +2026-02-13 02:41:37 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_robotank_t0_s3 [train] +total_reward:8.71 total_reward_ma:5.55 loss:-2.154 fps:125 +frame:1.40e+06 wall_t:11203 t:87500 epi:nan +opt_step:262314 lr:0.0003 alpha:0.006738 +2026-02-13 02:42:57 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_robotank_t0_s3 [train] +total_reward:8.76 total_reward_ma:5.61 loss:-2.172 fps:125 +frame:1.41e+06 wall_t:11283 t:88125 epi:nan +opt_step:264189 lr:0.0003 alpha:0.006738 +2026-02-13 02:44:17 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_robotank_t0_s3 [train] +total_reward:8.71 total_reward_ma:5.67 loss:-2.144 fps:125 +frame:1.42e+06 wall_t:11363 t:88750 epi:nan +opt_step:266064 lr:0.0003 alpha:0.006738 +2026-02-13 02:45:37 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_robotank_t0_s3 [train] +total_reward:8.70 total_reward_ma:5.73 loss:-2.165 fps:125 +frame:1.43e+06 wall_t:11442 t:89375 epi:nan +opt_step:267939 lr:0.0003 alpha:0.006738 +2026-02-13 02:46:56 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_robotank_t0_s3 [train] +total_reward:8.55 total_reward_ma:5.79 loss:-2.143 fps:125 +frame:1.44e+06 wall_t:11521 t:90000 epi:nan +opt_step:269814 lr:0.0003 alpha:0.006738 +2026-02-13 02:48:15 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_robotank_t0_s3 [train] +total_reward:8.62 total_reward_ma:5.85 loss:-2.194 fps:125 +frame:1.45e+06 wall_t:11601 t:90625 epi:nan +opt_step:271689 lr:0.0003 alpha:0.006738 +2026-02-13 02:49:35 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_robotank_t0_s3 [train] +total_reward:8.78 total_reward_ma:5.91 loss:-2.117 fps:125 +frame:1.46e+06 wall_t:11681 t:91250 epi:nan +opt_step:273564 lr:0.0003 alpha:0.006738 +2026-02-13 02:50:56 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_robotank_t0_s3 [train] +total_reward:8.81 total_reward_ma:5.98 loss:-2.145 fps:125 +frame:1.47e+06 wall_t:11761 t:91875 epi:nan +opt_step:275439 lr:0.0003 alpha:0.006738 +2026-02-13 02:52:15 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_robotank_t0_s3 [train] +total_reward:8.91 total_reward_ma:6.04 loss:-2.125 fps:125 +frame:1.48e+06 wall_t:11841 t:92500 epi:nan +opt_step:277314 lr:0.0003 alpha:0.006738 +2026-02-13 02:53:34 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_robotank_t0_s3 [train] +total_reward:8.92 total_reward_ma:6.10 loss:-2.121 fps:125 +frame:1.49e+06 wall_t:11920 t:93125 epi:nan +opt_step:279189 lr:0.0003 alpha:0.006738 +2026-02-13 02:54:54 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_robotank_t0_s3 [train] +total_reward:8.96 total_reward_ma:6.17 loss:-2.169 fps:125 +frame:1.50e+06 wall_t:11999 t:93750 epi:nan +opt_step:281064 lr:0.0003 alpha:0.006738 +2026-02-13 02:56:14 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_robotank_t0_s3 [train] +total_reward:8.96 total_reward_ma:6.23 loss:-2.138 fps:125 +frame:1.51e+06 wall_t:12080 t:94375 epi:nan +opt_step:282939 lr:0.0003 alpha:0.006738 +2026-02-13 02:57:33 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_robotank_t0_s3 [train] +total_reward:8.92 total_reward_ma:6.29 loss:-2.111 fps:125 +frame:1.52e+06 wall_t:12159 t:95000 epi:nan +opt_step:284814 lr:0.0003 alpha:0.006738 +2026-02-13 02:58:53 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_robotank_t0_s3 [train] +total_reward:8.81 total_reward_ma:6.35 loss:-2.176 fps:125 +frame:1.53e+06 wall_t:12238 t:95625 epi:nan +opt_step:286689 lr:0.0003 alpha:0.006738 +2026-02-13 03:00:13 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_robotank_t0_s3 [train] +total_reward:8.82 total_reward_ma:6.42 loss:-2.129 fps:125 +frame:1.54e+06 wall_t:12318 t:96250 epi:nan +opt_step:288564 lr:0.0003 alpha:0.006738 +2026-02-13 03:01:34 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_robotank_t0_s3 [train] +total_reward:8.92 total_reward_ma:6.48 loss:-2.175 fps:125 +frame:1.55e+06 wall_t:12400 t:96875 epi:nan +opt_step:290439 lr:0.0003 alpha:0.006738 +2026-02-13 03:02:55 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_robotank_t0_s3 [train] +total_reward:9.10 total_reward_ma:6.54 loss:-2.187 fps:125 +frame:1.56e+06 wall_t:12481 t:97500 epi:nan +opt_step:292314 lr:0.0003 alpha:0.006738 +2026-02-13 03:04:16 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_robotank_t0_s3 [train] +total_reward:9.22 total_reward_ma:6.60 loss:-2.215 fps:125 +frame:1.57e+06 wall_t:12562 t:98125 epi:nan +opt_step:294189 lr:0.0003 alpha:0.006738 +2026-02-13 03:05:37 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_robotank_t0_s3 [train] +total_reward:9.13 total_reward_ma:6.66 loss:-2.147 fps:125 +frame:1.58e+06 wall_t:12643 t:98750 epi:nan +opt_step:296064 lr:0.0003 alpha:0.006738 +2026-02-13 03:06:56 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_robotank_t0_s3 [train] +total_reward:9.16 total_reward_ma:6.73 loss:-2.184 fps:125 +frame:1.59e+06 wall_t:12722 t:99375 epi:nan +opt_step:297939 lr:0.0003 alpha:0.006738 +2026-02-13 03:08:15 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_robotank_t0_s3 [train] +total_reward:9.16 total_reward_ma:6.79 loss:-2.202 fps:125 +frame:1.60e+06 wall_t:12801 t:100000 epi:nan +opt_step:299814 lr:0.0003 alpha:0.006738 +2026-02-13 03:09:35 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_robotank_t0_s3 [train] +total_reward:9.16 total_reward_ma:6.85 loss:-2.114 fps:125 +frame:1.61e+06 wall_t:12881 t:100625 epi:nan +opt_step:301689 lr:0.0003 alpha:0.006738 +2026-02-13 03:10:55 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_robotank_t0_s3 [train] +total_reward:9.16 total_reward_ma:6.91 loss:-2.148 fps:125 +frame:1.62e+06 wall_t:12960 t:101250 epi:nan +opt_step:303564 lr:0.0003 alpha:0.006738 +2026-02-13 03:12:14 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_robotank_t0_s3 [train] +total_reward:9.14 total_reward_ma:6.97 loss:-2.175 fps:125 +frame:1.63e+06 wall_t:13039 t:101875 epi:nan +opt_step:305439 lr:0.0003 alpha:0.006738 +2026-02-13 03:13:33 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_robotank_t0_s3 [train] +total_reward:9.14 total_reward_ma:7.03 loss:-2.172 fps:125 +frame:1.64e+06 wall_t:13119 t:102500 epi:nan +opt_step:307314 lr:0.0003 alpha:0.006738 +2026-02-13 03:14:53 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_robotank_t0_s3 [train] +total_reward:9.23 total_reward_ma:7.09 loss:-2.132 fps:125 +frame:1.65e+06 wall_t:13199 t:103125 epi:nan +opt_step:309189 lr:0.0003 alpha:0.006738 +2026-02-13 03:16:11 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_robotank_t0_s3 [train] +total_reward:9.32 total_reward_ma:7.15 loss:-2.167 fps:125 +frame:1.66e+06 wall_t:13277 t:103750 epi:nan +opt_step:311064 lr:0.0003 alpha:0.006738 +2026-02-13 03:17:31 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_robotank_t0_s3 [train] +total_reward:9.29 total_reward_ma:7.21 loss:-2.211 fps:125 +frame:1.67e+06 wall_t:13357 t:104375 epi:nan +opt_step:312939 lr:0.0003 alpha:0.006738 +2026-02-13 03:18:53 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_robotank_t0_s3 [train] +total_reward:9.31 total_reward_ma:7.27 loss:-2.249 fps:125 +frame:1.68e+06 wall_t:13439 t:105000 epi:nan +opt_step:314814 lr:0.0003 alpha:0.006738 +2026-02-13 03:20:13 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_robotank_t0_s3 [train] +total_reward:9.30 total_reward_ma:7.33 loss:-2.187 fps:125 +frame:1.69e+06 wall_t:13519 t:105625 epi:nan +opt_step:316689 lr:0.0003 alpha:0.006738 +2026-02-13 03:21:32 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_robotank_t0_s3 [train] +total_reward:9.44 total_reward_ma:7.39 loss:-2.179 fps:125 +frame:1.70e+06 wall_t:13598 t:106250 epi:nan +opt_step:318564 lr:0.0003 alpha:0.006738 +2026-02-13 03:22:52 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_robotank_t0_s3 [train] +total_reward:9.52 total_reward_ma:7.45 loss:-2.174 fps:125 +frame:1.71e+06 wall_t:13678 t:106875 epi:nan +opt_step:320439 lr:0.0003 alpha:0.006738 +2026-02-13 03:24:12 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_robotank_t0_s3 [train] +total_reward:9.57 total_reward_ma:7.50 loss:-2.224 fps:125 +frame:1.72e+06 wall_t:13758 t:107500 epi:nan +opt_step:322314 lr:0.0003 alpha:0.006738 +2026-02-13 03:25:31 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_robotank_t0_s3 [train] +total_reward:9.63 total_reward_ma:7.56 loss:-2.262 fps:125 +frame:1.73e+06 wall_t:13837 t:108125 epi:nan +opt_step:324189 lr:0.0003 alpha:0.006738 +2026-02-13 03:26:51 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_robotank_t0_s3 [train] +total_reward:9.78 total_reward_ma:7.62 loss:-2.212 fps:125 +frame:1.74e+06 wall_t:13917 t:108750 epi:nan +opt_step:326064 lr:0.0003 alpha:0.006738 +2026-02-13 03:28:11 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_robotank_t0_s3 [train] +total_reward:9.84 total_reward_ma:7.69 loss:-2.245 fps:125 +frame:1.75e+06 wall_t:13997 t:109375 epi:nan +opt_step:327939 lr:0.0003 alpha:0.006738 +2026-02-13 03:29:31 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_robotank_t0_s3 [train] +total_reward:9.66 total_reward_ma:7.74 loss:-2.207 fps:125 +frame:1.76e+06 wall_t:14076 t:110000 epi:nan +opt_step:329814 lr:0.0003 alpha:0.006738 +2026-02-13 03:30:51 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_robotank_t0_s3 [train] +total_reward:9.66 total_reward_ma:7.80 loss:-2.23 fps:125 +frame:1.77e+06 wall_t:14156 t:110625 epi:nan +opt_step:331689 lr:0.0003 alpha:0.006738 +2026-02-13 03:32:09 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_robotank_t0_s3 [train] +total_reward:9.70 total_reward_ma:7.86 loss:-2.255 fps:125.1 +frame:1.78e+06 wall_t:14234 t:111250 epi:nan +opt_step:333564 lr:0.0003 alpha:0.006738 +2026-02-13 03:33:27 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_robotank_t0_s3 [train] +total_reward:9.78 total_reward_ma:7.91 loss:-2.253 fps:125.1 +frame:1.79e+06 wall_t:14313 t:111875 epi:nan +opt_step:335439 lr:0.0003 alpha:0.006738 +2026-02-13 03:34:47 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_robotank_t0_s3 [train] +total_reward:9.79 total_reward_ma:7.97 loss:-2.26 fps:125.1 +frame:1.80e+06 wall_t:14393 t:112500 epi:nan +opt_step:337314 lr:0.0003 alpha:0.006738 +2026-02-13 03:36:06 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_robotank_t0_s3 [train] +total_reward:9.78 total_reward_ma:8.02 loss:-2.268 fps:125.1 +frame:1.81e+06 wall_t:14472 t:113125 epi:nan +opt_step:339189 lr:0.0003 alpha:0.006738 +2026-02-13 03:37:25 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_robotank_t0_s3 [train] +total_reward:9.87 total_reward_ma:8.08 loss:-2.234 fps:125.1 +frame:1.82e+06 wall_t:14551 t:113750 epi:nan +opt_step:341064 lr:0.0003 alpha:0.006738 +2026-02-13 03:38:45 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_robotank_t0_s3 [train] +total_reward:9.91 total_reward_ma:8.14 loss:-2.257 fps:125.1 +frame:1.83e+06 wall_t:14631 t:114375 epi:nan +opt_step:342939 lr:0.0003 alpha:0.006738 +2026-02-13 03:40:05 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_robotank_t0_s3 [train] +total_reward:10.02 total_reward_ma:8.19 loss:-2.272 fps:125.1 +frame:1.84e+06 wall_t:14711 t:115000 epi:nan +opt_step:344814 lr:0.0003 alpha:0.006738 +2026-02-13 03:41:25 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_robotank_t0_s3 [train] +total_reward:10.20 total_reward_ma:8.25 loss:-2.282 fps:125.1 +frame:1.85e+06 wall_t:14791 t:115625 epi:nan +opt_step:346689 lr:0.0003 alpha:0.006738 +2026-02-13 03:42:46 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_robotank_t0_s3 [train] +total_reward:10.06 total_reward_ma:8.30 loss:-2.291 fps:125.1 +frame:1.86e+06 wall_t:14872 t:116250 epi:nan +opt_step:348564 lr:0.0003 alpha:0.006738 +2026-02-13 03:44:06 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_robotank_t0_s3 [train] +total_reward:10.16 total_reward_ma:8.35 loss:-2.263 fps:125.1 +frame:1.87e+06 wall_t:14951 t:116875 epi:nan +opt_step:350439 lr:0.0003 alpha:0.006738 +2026-02-13 03:45:24 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_robotank_t0_s3 [train] +total_reward:10.15 total_reward_ma:8.40 loss:-2.189 fps:125.1 +frame:1.88e+06 wall_t:15030 t:117500 epi:nan +opt_step:352314 lr:0.0003 alpha:0.006738 +2026-02-13 03:46:44 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_robotank_t0_s3 [train] +total_reward:10.07 total_reward_ma:8.44 loss:-2.257 fps:125.1 +frame:1.89e+06 wall_t:15110 t:118125 epi:nan +opt_step:354189 lr:0.0003 alpha:0.006738 +2026-02-13 03:48:03 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_robotank_t0_s3 [train] +total_reward:10.09 total_reward_ma:8.49 loss:-2.311 fps:125.1 +frame:1.90e+06 wall_t:15189 t:118750 epi:nan +opt_step:356064 lr:0.0003 alpha:0.006738 +2026-02-13 03:49:23 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_robotank_t0_s3 [train] +total_reward:10.24 total_reward_ma:8.54 loss:-2.293 fps:125.1 +frame:1.91e+06 wall_t:15268 t:119375 epi:nan +opt_step:357939 lr:0.0003 alpha:0.006738 +2026-02-13 03:50:43 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_robotank_t0_s3 [train] +total_reward:10.47 total_reward_ma:8.59 loss:-2.303 fps:125.1 +frame:1.92e+06 wall_t:15349 t:120000 epi:nan +opt_step:359814 lr:0.0003 alpha:0.006738 +2026-02-13 03:52:02 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_robotank_t0_s3 [train] +total_reward:10.48 total_reward_ma:8.64 loss:-2.274 fps:125.1 +frame:1.93e+06 wall_t:15428 t:120625 epi:nan +opt_step:361689 lr:0.0003 alpha:0.006738 +2026-02-13 03:53:21 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_robotank_t0_s3 [train] +total_reward:10.53 total_reward_ma:8.69 loss:-2.333 fps:125.1 +frame:1.94e+06 wall_t:15507 t:121250 epi:nan +opt_step:363564 lr:0.0003 alpha:0.006738 +2026-02-13 03:54:40 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_robotank_t0_s3 [train] +total_reward:10.56 total_reward_ma:8.74 loss:-2.258 fps:125.1 +frame:1.95e+06 wall_t:15586 t:121875 epi:nan +opt_step:365439 lr:0.0003 alpha:0.006738 +2026-02-13 03:56:00 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_robotank_t0_s3 [train] +total_reward:10.55 total_reward_ma:8.78 loss:-2.242 fps:125.1 +frame:1.96e+06 wall_t:15666 t:122500 epi:nan +opt_step:367314 lr:0.0003 alpha:0.006738 +2026-02-13 03:57:21 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_robotank_t0_s3 [train] +total_reward:10.46 total_reward_ma:8.83 loss:-2.243 fps:125.1 +frame:1.97e+06 wall_t:15746 t:123125 epi:nan +opt_step:369189 lr:0.0003 alpha:0.006738 +2026-02-13 03:58:40 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_robotank_t0_s3 [train] +total_reward:10.58 total_reward_ma:8.87 loss:-2.341 fps:125.1 +frame:1.98e+06 wall_t:15826 t:123750 epi:nan +opt_step:371064 lr:0.0003 alpha:0.006738 +2026-02-13 03:59:59 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_robotank_t0_s3 [train] +total_reward:10.59 total_reward_ma:8.92 loss:-2.3 fps:125.1 +frame:1.99e+06 wall_t:15904 t:124375 epi:nan +opt_step:372939 lr:0.0003 alpha:0.006738 +2026-02-13 04:01:19 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_robotank_t0_s3 [train] +total_reward:10.77 total_reward_ma:8.96 loss:-2.299 fps:125.1 +frame:2.00e+06 wall_t:15984 t:125000 epi:nan +opt_step:374814 lr:0.0003 alpha:0.006738 +2026-02-13 04:01:20 | INFO | PID:1325 | slm_lab.lib.logger:info | Session 3 done diff --git a/data/sac_atari_robotank_2026_02_12_233446/sac_atari_robotank_spec.json b/data/sac_atari_robotank_2026_02_12_233446/sac_atari_robotank_spec.json new file mode 100644 index 0000000000000000000000000000000000000000..a3acb2014122d93682d1adc5e8a680ba862f41a1 --- /dev/null +++ b/data/sac_atari_robotank_2026_02_12_233446/sac_atari_robotank_spec.json @@ -0,0 +1,98 @@ +{ + "agent": { + "name": 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"max_frame": 2000000, + "life_loss_info": true + }, + "meta": { + "distributed": false, + "eval_frequency": 10000, + "log_frequency": 10000, + "max_session": 4, + "max_trial": 1, + "rigorous_eval": 0, + "experiment": 0, + "trial": 0, + "session": -1, + "cuda_offset": 0, + "resume": false, + "experiment_ts": "2026_02_12_233446", + "prepath": "data/sac_atari_robotank_2026_02_12_233446/sac_atari_robotank_t0", + "git_sha": "unknown", + "random_seed": null, + "predir": "data/sac_atari_robotank_2026_02_12_233446", + "graph_prepath": "data/sac_atari_robotank_2026_02_12_233446/graph/sac_atari_robotank_t0", + "info_prepath": "data/sac_atari_robotank_2026_02_12_233446/info/sac_atari_robotank_t0", + "log_prepath": "data/sac_atari_robotank_2026_02_12_233446/log/sac_atari_robotank_t0", + "model_prepath": "data/sac_atari_robotank_2026_02_12_233446/model/sac_atari_robotank_t0" + }, + "name": "sac_atari_robotank" +} \ No newline at end of file diff --git a/data/sac_atari_robotank_2026_02_12_233446/sac_atari_robotank_t0_spec.json b/data/sac_atari_robotank_2026_02_12_233446/sac_atari_robotank_t0_spec.json new file mode 100644 index 0000000000000000000000000000000000000000..a3acb2014122d93682d1adc5e8a680ba862f41a1 --- /dev/null +++ b/data/sac_atari_robotank_2026_02_12_233446/sac_atari_robotank_t0_spec.json @@ -0,0 +1,98 @@ +{ + "agent": { + "name": "SoftActorCritic", + "algorithm": { + "name": "SoftActorCritic", + "action_pdtype": "Categorical", + "action_policy": "default", + "gamma": 0.99, + "training_start_step": 1000, + "training_frequency": 4, + "training_iter": 3 + }, + "memory": { + "name": "Replay", + "batch_size": 256, + "max_size": 200000, + "use_cer": false + }, + "net": { + "type": "ConvNet", + "shared": false, + "conv_hid_layers": [ + [ + 32, + 8, + 4, + 0, + 1 + ], + [ + 64, + 4, + 2, + 0, + 1 + ], + [ + 64, + 3, + 1, + 0, + 1 + ] + ], + "fc_hid_layers": [ + 512 + ], + "hid_layers_activation": "relu", + "init_fn": 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b/data/sac_atari_seaquest_2026_02_10_235947/log/sac_atari_seaquest_t0.log new file mode 100644 index 0000000000000000000000000000000000000000..0b83a983e1efa7e98c23e3d015a7013114d55e55 --- /dev/null +++ b/data/sac_atari_seaquest_2026_02_10_235947/log/sac_atari_seaquest_t0.log @@ -0,0 +1,5 @@ +2026-02-11 01:44:04 | INFO | PID:1176 | slm_lab.lib.logger:info | trial_metrics: frame:2.00e+06 | total_reward_ma:738.37 | strength:479.9 | max_strength:764.1 | final_strength:758.3 | sample_efficiency:9.285e-07 | training_efficiency:1.539e-05 | stability:0.9977 | consistency:0.8415 +2026-02-11 01:44:04 | INFO | PID:1176 | slm_lab.lib.logger:info | Trial 0 done +2026-02-11 01:44:04 | INFO | PID:1176 | slm_lab.cli.main:run_spec | Output: data/sac_atari_seaquest_2026_02_10_235947 +2026-02-11 01:44:04 | INFO | PID:1176 | slm_lab.lib.hf:cleanup_models | Cleanup saved 310.3 MB +2026-02-11 01:44:04 | INFO | PID:1176 | slm_lab.lib.hf:upload | Uploading data/sac_atari_seaquest_2026_02_10_235947 to SLM-Lab/benchmark-dev/data/sac_atari_seaquest_2026_02_10_235947... diff --git a/data/sac_atari_seaquest_2026_02_10_235947/log/sac_atari_seaquest_t0_s0.log b/data/sac_atari_seaquest_2026_02_10_235947/log/sac_atari_seaquest_t0_s0.log new file mode 100644 index 0000000000000000000000000000000000000000..4d46be79f76b973020b97142b17eb992ef9c2ac8 --- /dev/null +++ b/data/sac_atari_seaquest_2026_02_10_235947/log/sac_atari_seaquest_t0_s0.log @@ -0,0 +1,982 @@ +2026-02-10 23:59:53 | INFO | PID:1305 | slm_lab.env:_make_vector_env | AtariVectorEnv: 16 envs, native preprocessing +2026-02-11 00:00:45 | INFO | PID:1305 | slm_lab.lib.perf:log_perf_setup | Performance setup: +Platform: GPU NVIDIA RTX A4500 (compute 8.6) +• GPU cuDNN benchmark: enabled +• GPU memory management: enabled +• GPU TF32 acceleration: enabled +2026-02-11 00:00:46 | INFO | PID:1305 | slm_lab.lib.logger:info | SoftActorCritic: +algorithm_spec: + name: SoftActorCritic + action_pdtype: Categorical + action_policy: default + gamma: 0.99 + training_start_step: 10000 + training_frequency: 4 + training_iter: 1 +name: SoftActorCritic +memory_spec: + name: Replay + batch_size: 256 + max_size: 200000 + use_cer: false +action_pdtype: Categorical +training_iter: 1 +training_start_step: 10000 +policy_delay: 1 +entropy_penalty_coef: 0.0 +gamma: 0.99 +training_frequency: 4 +to_train: 0 +_train_step: 0 +shared: False +net: (device:cuda:0) ConvNet( + (conv_model): Sequential( + (0): Conv2d(4, 32, kernel_size=(8, 8), stride=(4, 4)) + (1): ReLU() + (2): Conv2d(32, 64, kernel_size=(4, 4), stride=(2, 2)) + (3): ReLU() + (4): Conv2d(64, 64, kernel_size=(3, 3), stride=(1, 1)) + (5): ReLU() + ) + (fc_model): Sequential( + (0): Linear(in_features=3136, out_features=512, bias=True) + (1): ReLU() + ) + (tails): Sequential( + (0): Linear(in_features=512, out_features=18, bias=True) + ) + (loss_fn): SmoothL1Loss() +) +optim: AdamW ( +Parameter Group 0 + amsgrad: False + betas: (0.9, 0.999) + capturable: False + decoupled_weight_decay: True + differentiable: False + eps: 0.0001 + foreach: None + fused: None + lr: 0.0003 + maximize: False + weight_decay: 0.01 +) +q1_net: (device:cuda:0) ConvNet( + (conv_model): Sequential( + (0): Conv2d(4, 32, kernel_size=(8, 8), stride=(4, 4)) + (1): ReLU() + (2): Conv2d(32, 64, kernel_size=(4, 4), stride=(2, 2)) + (3): ReLU() + (4): Conv2d(64, 64, kernel_size=(3, 3), stride=(1, 1)) + (5): ReLU() + ) + (fc_model): Sequential( + (0): Linear(in_features=3136, out_features=512, bias=True) + (1): ReLU() + ) + (tails): Sequential( + (0): Linear(in_features=512, out_features=18, bias=True) + ) + (loss_fn): SmoothL1Loss() +) +target_q1_net: (device:cuda:0) ConvNet( + (conv_model): Sequential( + (0): Conv2d(4, 32, kernel_size=(8, 8), stride=(4, 4)) + (1): ReLU() + (2): Conv2d(32, 64, kernel_size=(4, 4), stride=(2, 2)) + (3): ReLU() + (4): Conv2d(64, 64, kernel_size=(3, 3), stride=(1, 1)) + (5): ReLU() + ) + (fc_model): Sequential( + (0): Linear(in_features=3136, out_features=512, bias=True) + (1): ReLU() + ) + (tails): Sequential( + (0): Linear(in_features=512, out_features=18, bias=True) + ) + (loss_fn): SmoothL1Loss() +) +q1_optim: AdamW ( +Parameter Group 0 + amsgrad: False + betas: (0.9, 0.999) + capturable: False + decoupled_weight_decay: True + differentiable: False + eps: 0.0001 + foreach: None + fused: None + lr: 0.0003 + maximize: False + weight_decay: 0.01 +) +q2_net: (device:cuda:0) ConvNet( + (conv_model): Sequential( + (0): Conv2d(4, 32, kernel_size=(8, 8), stride=(4, 4)) + (1): ReLU() + (2): Conv2d(32, 64, kernel_size=(4, 4), stride=(2, 2)) + (3): ReLU() + (4): Conv2d(64, 64, kernel_size=(3, 3), stride=(1, 1)) + (5): ReLU() + ) + (fc_model): Sequential( + (0): Linear(in_features=3136, out_features=512, bias=True) + (1): ReLU() + ) + (tails): Sequential( + (0): Linear(in_features=512, out_features=18, bias=True) + ) + (loss_fn): SmoothL1Loss() +) +target_q2_net: (device:cuda:0) ConvNet( + (conv_model): Sequential( + (0): Conv2d(4, 32, kernel_size=(8, 8), stride=(4, 4)) + (1): ReLU() + (2): Conv2d(32, 64, kernel_size=(4, 4), stride=(2, 2)) + (3): ReLU() + (4): Conv2d(64, 64, kernel_size=(3, 3), stride=(1, 1)) + (5): ReLU() + ) + (fc_model): Sequential( + (0): Linear(in_features=3136, out_features=512, bias=True) + (1): ReLU() + ) + (tails): Sequential( + (0): Linear(in_features=512, out_features=18, bias=True) + ) + (loss_fn): SmoothL1Loss() +) +q2_optim: AdamW ( +Parameter Group 0 + amsgrad: False + betas: (0.9, 0.999) + capturable: False + decoupled_weight_decay: True + differentiable: False + eps: 0.0001 + foreach: None + fused: None + lr: 0.0003 + maximize: False + weight_decay: 0.01 +) +net_names: ['net', 'q1_net', 'target_q1_net', 'q2_net', 'target_q2_net'] +target_entropy: 1.7342230547376987 +log_alpha: tensor([0.], device='cuda:0', requires_grad=True) +alpha: tensor([1.], device='cuda:0') +alpha_optim: AdamW ( +Parameter Group 0 + amsgrad: False + betas: (0.9, 0.999) + capturable: False + decoupled_weight_decay: True + differentiable: False + eps: 0.0001 + foreach: None + fused: None + lr: 0.0003 + maximize: False + weight_decay: 0.01 +) +2026-02-11 00:00:52 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:27.27 total_reward_ma:27.27 loss:nan fps:178.6 +frame:1.00e+04 wall_t:56 t:625 epi:nan +opt_step:0 lr:0.0003 alpha:1 +2026-02-11 00:01:23 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:71.61 total_reward_ma:49.44 loss:-10.62 fps:227.3 +frame:2.00e+04 wall_t:88 t:1250 epi:nan +opt_step:625 lr:0.0003 alpha:0.8346 +2026-02-11 00:01:54 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:72.08 total_reward_ma:56.99 loss:-15.38 fps:254.2 +frame:3.00e+04 wall_t:118 t:1875 epi:nan +opt_step:1250 lr:0.0003 alpha:0.706 +2026-02-11 00:02:26 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:72.54 total_reward_ma:60.87 loss:-19.99 fps:264.9 +frame:4.00e+04 wall_t:151 t:2500 epi:nan +opt_step:1875 lr:0.0003 alpha:0.6027 +2026-02-11 00:02:58 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:83.06 total_reward_ma:65.31 loss:-23.65 fps:274.7 +frame:5.00e+04 wall_t:182 t:3125 epi:nan +opt_step:2500 lr:0.0003 alpha:0.5178 +2026-02-11 00:03:29 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:83.20 total_reward_ma:68.29 loss:-27.23 fps:280.4 +frame:6.00e+04 wall_t:214 t:3750 epi:nan +opt_step:3125 lr:0.0003 alpha:0.4468 +2026-02-11 00:04:01 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:82.20 total_reward_ma:70.28 loss:-29.78 fps:285.7 +frame:7.00e+04 wall_t:245 t:4375 epi:nan +opt_step:3750 lr:0.0003 alpha:0.3868 +2026-02-11 00:04:32 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:80.60 total_reward_ma:71.57 loss:-31.23 fps:288.8 +frame:8.00e+04 wall_t:277 t:5000 epi:nan +opt_step:4375 lr:0.0003 alpha:0.3356 +2026-02-11 00:05:03 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:85.00 total_reward_ma:73.06 loss:-32.35 fps:292.2 +frame:9.00e+04 wall_t:308 t:5625 epi:nan +opt_step:5000 lr:0.0003 alpha:0.2916 +2026-02-11 00:05:35 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:75.80 total_reward_ma:73.34 loss:-33.81 fps:295 +frame:1.00e+05 wall_t:339 t:6250 epi:nan +opt_step:5625 lr:0.0003 alpha:0.2537 +2026-02-11 00:06:06 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:77.40 total_reward_ma:73.71 loss:-34.02 fps:296.5 +frame:1.10e+05 wall_t:371 t:6875 epi:nan +opt_step:6250 lr:0.0003 alpha:0.2208 +2026-02-11 00:06:37 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:82.80 total_reward_ma:74.46 loss:-35.93 fps:298.5 +frame:1.20e+05 wall_t:402 t:7500 epi:nan +opt_step:6875 lr:0.0003 alpha:0.1924 +2026-02-11 00:07:09 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:86.40 total_reward_ma:75.38 loss:-35.88 fps:300.2 +frame:1.30e+05 wall_t:433 t:8125 epi:nan +opt_step:7500 lr:0.0003 alpha:0.1676 +2026-02-11 00:07:40 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:85.60 total_reward_ma:76.11 loss:-36.32 fps:301.1 +frame:1.40e+05 wall_t:465 t:8750 epi:nan +opt_step:8125 lr:0.0003 alpha:0.1462 +2026-02-11 00:08:12 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:91.80 total_reward_ma:77.16 loss:-35.85 fps:302.4 +frame:1.50e+05 wall_t:496 t:9375 epi:nan +opt_step:8750 lr:0.0003 alpha:0.1275 +2026-02-11 00:08:43 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:99.20 total_reward_ma:78.53 loss:-34.56 fps:303 +frame:1.60e+05 wall_t:528 t:10000 epi:nan +opt_step:9375 lr:0.0003 alpha:0.1112 +2026-02-11 00:09:15 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:110.60 total_reward_ma:80.42 loss:-35.54 fps:304.1 +frame:1.70e+05 wall_t:559 t:10625 epi:nan +opt_step:10000 lr:0.0003 alpha:0.09704 +2026-02-11 00:09:46 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:117.00 total_reward_ma:82.45 loss:-35.26 fps:305.1 +frame:1.80e+05 wall_t:590 t:11250 epi:nan +opt_step:10625 lr:0.0003 alpha:0.08472 +2026-02-11 00:10:17 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:121.40 total_reward_ma:84.50 loss:-34.26 fps:306 +frame:1.90e+05 wall_t:621 t:11875 epi:nan +opt_step:11250 lr:0.0003 alpha:0.07398 +2026-02-11 00:10:48 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:128.00 total_reward_ma:86.68 loss:-34.03 fps:306.3 +frame:2.00e+05 wall_t:653 t:12500 epi:nan +opt_step:11875 lr:0.0003 alpha:0.06464 +2026-02-11 00:11:19 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:136.00 total_reward_ma:89.03 loss:-33.35 fps:307.5 +frame:2.10e+05 wall_t:683 t:13125 epi:nan +opt_step:12500 lr:0.0003 alpha:0.05651 +2026-02-11 00:11:50 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:147.20 total_reward_ma:91.67 loss:-32.33 fps:308.1 +frame:2.20e+05 wall_t:714 t:13750 epi:nan +opt_step:13125 lr:0.0003 alpha:0.04943 +2026-02-11 00:12:21 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:148.40 total_reward_ma:94.14 loss:-31.42 fps:308.7 +frame:2.30e+05 wall_t:745 t:14375 epi:nan +opt_step:13750 lr:0.0003 alpha:0.04327 +2026-02-11 00:12:52 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:156.80 total_reward_ma:96.75 loss:-31.62 fps:308.9 +frame:2.40e+05 wall_t:777 t:15000 epi:nan +opt_step:14375 lr:0.0003 alpha:0.03789 +2026-02-11 00:13:23 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:161.00 total_reward_ma:99.32 loss:-31.35 fps:309.4 +frame:2.50e+05 wall_t:808 t:15625 epi:nan +opt_step:15000 lr:0.0003 alpha:0.03326 +2026-02-11 00:13:55 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:174.40 total_reward_ma:102.21 loss:-30.19 fps:309.9 +frame:2.60e+05 wall_t:839 t:16250 epi:nan +opt_step:15625 lr:0.0003 alpha:0.02924 +2026-02-11 00:14:26 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:184.00 total_reward_ma:105.24 loss:-29.64 fps:310.3 +frame:2.70e+05 wall_t:870 t:16875 epi:nan +opt_step:16250 lr:0.0003 alpha:0.02573 +2026-02-11 00:14:57 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:201.20 total_reward_ma:108.66 loss:-27.53 fps:310.8 +frame:2.80e+05 wall_t:901 t:17500 epi:nan +opt_step:16875 lr:0.0003 alpha:0.02272 +2026-02-11 00:15:28 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:204.40 total_reward_ma:111.96 loss:-28.49 fps:310.8 +frame:2.90e+05 wall_t:933 t:18125 epi:nan +opt_step:17500 lr:0.0003 alpha:0.02009 +2026-02-11 00:16:00 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:212.00 total_reward_ma:115.30 loss:-27.28 fps:311.2 +frame:3.00e+05 wall_t:964 t:18750 epi:nan +opt_step:18125 lr:0.0003 alpha:0.01785 +2026-02-11 00:16:31 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:220.00 total_reward_ma:118.68 loss:-26.95 fps:311.6 +frame:3.10e+05 wall_t:995 t:19375 epi:nan +opt_step:18750 lr:0.0003 alpha:0.0159 +2026-02-11 00:17:02 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:223.20 total_reward_ma:121.94 loss:-26.48 fps:311.9 +frame:3.20e+05 wall_t:1026 t:20000 epi:nan +opt_step:19375 lr:0.0003 alpha:0.01424 +2026-02-11 00:17:33 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:226.80 total_reward_ma:125.12 loss:-25.53 fps:312.2 +frame:3.30e+05 wall_t:1057 t:20625 epi:nan +opt_step:20000 lr:0.0003 alpha:0.01277 +2026-02-11 00:18:05 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:226.00 total_reward_ma:128.09 loss:-24.82 fps:312.2 +frame:3.40e+05 wall_t:1089 t:21250 epi:nan +opt_step:20625 lr:0.0003 alpha:0.01151 +2026-02-11 00:18:35 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:226.60 total_reward_ma:130.90 loss:-24.47 fps:312.8 +frame:3.50e+05 wall_t:1119 t:21875 epi:nan +opt_step:21250 lr:0.0003 alpha:0.01042 +2026-02-11 00:19:06 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:230.20 total_reward_ma:133.66 loss:-23.63 fps:313 +frame:3.60e+05 wall_t:1150 t:22500 epi:nan +opt_step:21875 lr:0.0003 alpha:0.009528 +2026-02-11 00:19:37 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:233.60 total_reward_ma:136.36 loss:-23.06 fps:313 +frame:3.70e+05 wall_t:1182 t:23125 epi:nan +opt_step:22500 lr:0.0003 alpha:0.008779 +2026-02-11 00:20:09 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:242.00 total_reward_ma:139.14 loss:-22.23 fps:313.3 +frame:3.80e+05 wall_t:1213 t:23750 epi:nan +opt_step:23125 lr:0.0003 alpha:0.008097 +2026-02-11 00:20:40 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:243.20 total_reward_ma:141.81 loss:-21.5 fps:313.3 +frame:3.90e+05 wall_t:1245 t:24375 epi:nan +opt_step:23750 lr:0.0003 alpha:0.007744 +2026-02-11 00:21:12 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:250.20 total_reward_ma:144.52 loss:-21.23 fps:313.5 +frame:4.00e+05 wall_t:1276 t:25000 epi:nan +opt_step:24375 lr:0.0003 alpha:0.007498 +2026-02-11 00:21:43 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:261.20 total_reward_ma:147.36 loss:-20.95 fps:313.5 +frame:4.10e+05 wall_t:1308 t:25625 epi:nan +opt_step:25000 lr:0.0003 alpha:0.007268 +2026-02-11 00:22:15 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:270.20 total_reward_ma:150.29 loss:-20.34 fps:313.7 +frame:4.20e+05 wall_t:1339 t:26250 epi:nan +opt_step:25625 lr:0.0003 alpha:0.007281 +2026-02-11 00:22:46 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:275.80 total_reward_ma:153.21 loss:-20.03 fps:313.9 +frame:4.30e+05 wall_t:1370 t:26875 epi:nan +opt_step:26250 lr:0.0003 alpha:0.007513 +2026-02-11 00:23:17 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:287.60 total_reward_ma:156.26 loss:-19.42 fps:314.1 +frame:4.40e+05 wall_t:1401 t:27500 epi:nan +opt_step:26875 lr:0.0003 alpha:0.008493 +2026-02-11 00:23:49 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:293.60 total_reward_ma:159.31 loss:-18.7 fps:314 +frame:4.50e+05 wall_t:1433 t:28125 epi:nan +opt_step:27500 lr:0.0003 alpha:0.008781 +2026-02-11 00:24:19 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:295.80 total_reward_ma:162.28 loss:-18.32 fps:314.2 +frame:4.60e+05 wall_t:1464 t:28750 epi:nan +opt_step:28125 lr:0.0003 alpha:0.009022 +2026-02-11 00:24:51 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:308.40 total_reward_ma:165.39 loss:-17.52 fps:314.4 +frame:4.70e+05 wall_t:1495 t:29375 epi:nan +opt_step:28750 lr:0.0003 alpha:0.00896 +2026-02-11 00:25:22 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:313.80 total_reward_ma:168.48 loss:-17.43 fps:314.5 +frame:4.80e+05 wall_t:1526 t:30000 epi:nan +opt_step:29375 lr:0.0003 alpha:0.009079 +2026-02-11 00:25:53 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:317.20 total_reward_ma:171.52 loss:-17.12 fps:314.7 +frame:4.90e+05 wall_t:1557 t:30625 epi:nan +opt_step:30000 lr:0.0003 alpha:0.0097 +2026-02-11 00:26:24 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:333.40 total_reward_ma:174.76 loss:-16.49 fps:314.9 +frame:5.00e+05 wall_t:1588 t:31250 epi:nan +opt_step:30625 lr:0.0003 alpha:0.009896 +2026-02-11 00:26:55 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:349.40 total_reward_ma:178.18 loss:-16.18 fps:314.8 +frame:5.10e+05 wall_t:1620 t:31875 epi:nan +opt_step:31250 lr:0.0003 alpha:0.01077 +2026-02-11 00:27:26 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:352.60 total_reward_ma:181.53 loss:-15.85 fps:315 +frame:5.20e+05 wall_t:1651 t:32500 epi:nan +opt_step:31875 lr:0.0003 alpha:0.01085 +2026-02-11 00:27:58 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:361.00 total_reward_ma:184.92 loss:-15.72 fps:315.1 +frame:5.30e+05 wall_t:1682 t:33125 epi:nan +opt_step:32500 lr:0.0003 alpha:0.011 +2026-02-11 00:28:29 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:369.20 total_reward_ma:188.33 loss:-14.98 fps:315.2 +frame:5.40e+05 wall_t:1713 t:33750 epi:nan +opt_step:33125 lr:0.0003 alpha:0.01168 +2026-02-11 00:29:00 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:372.80 total_reward_ma:191.69 loss:-14.75 fps:315.4 +frame:5.50e+05 wall_t:1744 t:34375 epi:nan +opt_step:33750 lr:0.0003 alpha:0.01226 +2026-02-11 00:29:31 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:380.40 total_reward_ma:195.06 loss:-14.58 fps:315.3 +frame:5.60e+05 wall_t:1776 t:35000 epi:nan +opt_step:34375 lr:0.0003 alpha:0.01265 +2026-02-11 00:30:02 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:401.80 total_reward_ma:198.68 loss:-14.16 fps:315.4 +frame:5.70e+05 wall_t:1807 t:35625 epi:nan +opt_step:35000 lr:0.0003 alpha:0.01379 +2026-02-11 00:30:34 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:401.00 total_reward_ma:202.17 loss:-13.75 fps:315.6 +frame:5.80e+05 wall_t:1838 t:36250 epi:nan +opt_step:35625 lr:0.0003 alpha:0.01425 +2026-02-11 00:31:05 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:421.20 total_reward_ma:205.88 loss:-13.36 fps:315.5 +frame:5.90e+05 wall_t:1870 t:36875 epi:nan +opt_step:36250 lr:0.0003 alpha:0.01396 +2026-02-11 00:31:37 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:450.00 total_reward_ma:209.95 loss:-13 fps:315.6 +frame:6.00e+05 wall_t:1901 t:37500 epi:nan +opt_step:36875 lr:0.0003 alpha:0.01385 +2026-02-11 00:32:08 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:455.80 total_reward_ma:213.98 loss:-12.82 fps:315.7 +frame:6.10e+05 wall_t:1932 t:38125 epi:nan +opt_step:37500 lr:0.0003 alpha:0.01434 +2026-02-11 00:32:38 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:463.80 total_reward_ma:218.01 loss:-12.64 fps:315.8 +frame:6.20e+05 wall_t:1963 t:38750 epi:nan +opt_step:38125 lr:0.0003 alpha:0.01506 +2026-02-11 00:33:09 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:484.00 total_reward_ma:222.23 loss:-12.25 fps:316.1 +frame:6.30e+05 wall_t:1993 t:39375 epi:nan +opt_step:38750 lr:0.0003 alpha:0.01495 +2026-02-11 00:33:40 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:512.00 total_reward_ma:226.76 loss:-12.11 fps:316.2 +frame:6.40e+05 wall_t:2024 t:40000 epi:nan +opt_step:39375 lr:0.0003 alpha:0.01432 +2026-02-11 00:34:11 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:515.20 total_reward_ma:231.20 loss:-11.94 fps:316.3 +frame:6.50e+05 wall_t:2055 t:40625 epi:nan +opt_step:40000 lr:0.0003 alpha:0.01437 +2026-02-11 00:34:42 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:533.00 total_reward_ma:235.77 loss:-11.76 fps:316.2 +frame:6.60e+05 wall_t:2087 t:41250 epi:nan +opt_step:40625 lr:0.0003 alpha:0.01373 +2026-02-11 00:35:14 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:547.40 total_reward_ma:240.42 loss:-11.62 fps:316.3 +frame:6.70e+05 wall_t:2118 t:41875 epi:nan +opt_step:41250 lr:0.0003 alpha:0.01372 +2026-02-11 00:35:45 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:550.60 total_reward_ma:244.98 loss:-11.49 fps:316.3 +frame:6.80e+05 wall_t:2150 t:42500 epi:nan +opt_step:41875 lr:0.0003 alpha:0.01329 +2026-02-11 00:36:16 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:569.60 total_reward_ma:249.69 loss:-11.15 fps:316.4 +frame:6.90e+05 wall_t:2181 t:43125 epi:nan +opt_step:42500 lr:0.0003 alpha:0.01293 +2026-02-11 00:36:48 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:597.20 total_reward_ma:254.65 loss:-10.96 fps:316.5 +frame:7.00e+05 wall_t:2212 t:43750 epi:nan +opt_step:43125 lr:0.0003 alpha:0.01237 +2026-02-11 00:37:19 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:601.40 total_reward_ma:259.54 loss:-10.6 fps:316.5 +frame:7.10e+05 wall_t:2243 t:44375 epi:nan +opt_step:43750 lr:0.0003 alpha:0.01257 +2026-02-11 00:37:50 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:618.20 total_reward_ma:264.52 loss:-10.38 fps:316.5 +frame:7.20e+05 wall_t:2275 t:45000 epi:nan +opt_step:44375 lr:0.0003 alpha:0.01251 +2026-02-11 00:38:21 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:628.60 total_reward_ma:269.51 loss:-10.34 fps:316.6 +frame:7.30e+05 wall_t:2306 t:45625 epi:nan +opt_step:45000 lr:0.0003 alpha:0.01173 +2026-02-11 00:38:52 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:647.00 total_reward_ma:274.61 loss:-10.08 fps:316.6 +frame:7.40e+05 wall_t:2337 t:46250 epi:nan +opt_step:45625 lr:0.0003 alpha:0.01175 +2026-02-11 00:39:24 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:651.20 total_reward_ma:279.63 loss:-9.937 fps:316.7 +frame:7.50e+05 wall_t:2368 t:46875 epi:nan +opt_step:46250 lr:0.0003 alpha:0.01211 +2026-02-11 00:39:55 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:658.60 total_reward_ma:284.62 loss:-9.919 fps:316.8 +frame:7.60e+05 wall_t:2399 t:47500 epi:nan +opt_step:46875 lr:0.0003 alpha:0.0115 +2026-02-11 00:40:26 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:668.40 total_reward_ma:289.60 loss:-9.43 fps:316.9 +frame:7.70e+05 wall_t:2430 t:48125 epi:nan +opt_step:47500 lr:0.0003 alpha:0.01206 +2026-02-11 00:40:56 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:670.60 total_reward_ma:294.48 loss:-9.49 fps:316.9 +frame:7.80e+05 wall_t:2461 t:48750 epi:nan +opt_step:48125 lr:0.0003 alpha:0.01201 +2026-02-11 00:41:28 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:675.20 total_reward_ma:299.30 loss:-9.162 fps:317 +frame:7.90e+05 wall_t:2492 t:49375 epi:nan +opt_step:48750 lr:0.0003 alpha:0.01209 +2026-02-11 00:41:59 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:677.60 total_reward_ma:304.03 loss:-8.995 fps:317 +frame:8.00e+05 wall_t:2524 t:50000 epi:nan +opt_step:49375 lr:0.0003 alpha:0.01186 +2026-02-11 00:42:31 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:677.40 total_reward_ma:308.64 loss:-8.893 fps:317 +frame:8.10e+05 wall_t:2555 t:50625 epi:nan +opt_step:50000 lr:0.0003 alpha:0.01128 +2026-02-11 00:43:02 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:678.40 total_reward_ma:313.15 loss:-8.835 fps:317 +frame:8.20e+05 wall_t:2587 t:51250 epi:nan +opt_step:50625 lr:0.0003 alpha:0.01185 +2026-02-11 00:43:33 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:668.40 total_reward_ma:317.43 loss:-8.326 fps:317 +frame:8.30e+05 wall_t:2618 t:51875 epi:nan +opt_step:51250 lr:0.0003 alpha:0.01208 +2026-02-11 00:44:04 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:662.20 total_reward_ma:321.54 loss:-8.17 fps:317.1 +frame:8.40e+05 wall_t:2649 t:52500 epi:nan +opt_step:51875 lr:0.0003 alpha:0.01165 +2026-02-11 00:44:35 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:657.80 total_reward_ma:325.49 loss:-8.248 fps:317.2 +frame:8.50e+05 wall_t:2680 t:53125 epi:nan +opt_step:52500 lr:0.0003 alpha:0.01181 +2026-02-11 00:45:06 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:660.00 total_reward_ma:329.38 loss:-7.748 fps:317.2 +frame:8.60e+05 wall_t:2711 t:53750 epi:nan +opt_step:53125 lr:0.0003 alpha:0.0119 +2026-02-11 00:45:38 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:663.60 total_reward_ma:333.22 loss:-8.027 fps:317.3 +frame:8.70e+05 wall_t:2742 t:54375 epi:nan +opt_step:53750 lr:0.0003 alpha:0.01095 +2026-02-11 00:46:09 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:667.80 total_reward_ma:337.02 loss:-7.554 fps:317.3 +frame:8.80e+05 wall_t:2773 t:55000 epi:nan +opt_step:54375 lr:0.0003 alpha:0.011 +2026-02-11 00:46:40 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:666.80 total_reward_ma:340.73 loss:-7.738 fps:317.4 +frame:8.90e+05 wall_t:2804 t:55625 epi:nan +opt_step:55000 lr:0.0003 alpha:0.01154 +2026-02-11 00:47:11 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:669.40 total_reward_ma:344.38 loss:-7.576 fps:317.3 +frame:9.00e+05 wall_t:2836 t:56250 epi:nan +opt_step:55625 lr:0.0003 alpha:0.01125 +2026-02-11 00:47:43 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:677.60 total_reward_ma:348.04 loss:-7.66 fps:317.4 +frame:9.10e+05 wall_t:2867 t:56875 epi:nan +opt_step:56250 lr:0.0003 alpha:0.01026 +2026-02-11 00:48:13 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:679.00 total_reward_ma:351.64 loss:-7.225 fps:317.5 +frame:9.20e+05 wall_t:2898 t:57500 epi:nan +opt_step:56875 lr:0.0003 alpha:0.009539 +2026-02-11 00:48:45 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:683.20 total_reward_ma:355.21 loss:-6.928 fps:317.5 +frame:9.30e+05 wall_t:2929 t:58125 epi:nan +opt_step:57500 lr:0.0003 alpha:0.009456 +2026-02-11 00:49:16 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:682.40 total_reward_ma:358.69 loss:-7.092 fps:317.6 +frame:9.40e+05 wall_t:2960 t:58750 epi:nan +opt_step:58125 lr:0.0003 alpha:0.009246 +2026-02-11 00:49:47 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:685.00 total_reward_ma:362.12 loss:-6.866 fps:317.6 +frame:9.50e+05 wall_t:2991 t:59375 epi:nan +opt_step:58750 lr:0.0003 alpha:0.008766 +2026-02-11 00:50:19 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:684.20 total_reward_ma:365.48 loss:-6.68 fps:317.6 +frame:9.60e+05 wall_t:3023 t:60000 epi:nan +opt_step:59375 lr:0.0003 alpha:0.008045 +2026-02-11 00:50:50 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:679.80 total_reward_ma:368.72 loss:-6.452 fps:317.6 +frame:9.70e+05 wall_t:3054 t:60625 epi:nan +opt_step:60000 lr:0.0003 alpha:0.008053 +2026-02-11 00:51:21 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:676.60 total_reward_ma:371.86 loss:-6.713 fps:317.6 +frame:9.80e+05 wall_t:3086 t:61250 epi:nan +opt_step:60625 lr:0.0003 alpha:0.008067 +2026-02-11 00:51:52 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:665.80 total_reward_ma:374.83 loss:-6.365 fps:317.7 +frame:9.90e+05 wall_t:3116 t:61875 epi:nan +opt_step:61250 lr:0.0003 alpha:0.008268 +2026-02-11 00:52:23 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:648.80 total_reward_ma:377.57 loss:-6.268 fps:317.7 +frame:1.00e+06 wall_t:3148 t:62500 epi:nan +opt_step:61875 lr:0.0003 alpha:0.008069 +2026-02-11 00:52:55 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:649.40 total_reward_ma:383.79 loss:-6.455 fps:317.7 +frame:1.01e+06 wall_t:3179 t:63125 epi:nan +opt_step:62500 lr:0.0003 alpha:0.008152 +2026-02-11 00:53:26 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:636.00 total_reward_ma:389.43 loss:-6.133 fps:317.8 +frame:1.02e+06 wall_t:3210 t:63750 epi:nan +opt_step:63125 lr:0.0003 alpha:0.008239 +2026-02-11 00:53:57 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:626.20 total_reward_ma:394.97 loss:-6.129 fps:317.8 +frame:1.03e+06 wall_t:3241 t:64375 epi:nan +opt_step:63750 lr:0.0003 alpha:0.008324 +2026-02-11 00:54:29 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:611.80 total_reward_ma:400.37 loss:-5.937 fps:317.8 +frame:1.04e+06 wall_t:3273 t:65000 epi:nan +opt_step:64375 lr:0.0003 alpha:0.008809 +2026-02-11 00:55:00 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:595.00 total_reward_ma:405.49 loss:-6.046 fps:317.8 +frame:1.05e+06 wall_t:3304 t:65625 epi:nan +opt_step:65000 lr:0.0003 alpha:0.009376 +2026-02-11 00:55:31 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:578.40 total_reward_ma:410.44 loss:-5.956 fps:317.8 +frame:1.06e+06 wall_t:3335 t:66250 epi:nan +opt_step:65625 lr:0.0003 alpha:0.009456 +2026-02-11 00:56:02 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:567.20 total_reward_ma:415.29 loss:-5.971 fps:317.8 +frame:1.07e+06 wall_t:3367 t:66875 epi:nan +opt_step:66250 lr:0.0003 alpha:0.009815 +2026-02-11 00:56:33 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:543.60 total_reward_ma:419.92 loss:-5.86 fps:317.8 +frame:1.08e+06 wall_t:3398 t:67500 epi:nan +opt_step:66875 lr:0.0003 alpha:0.01026 +2026-02-11 00:57:05 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:540.40 total_reward_ma:424.47 loss:-5.788 fps:317.9 +frame:1.09e+06 wall_t:3429 t:68125 epi:nan +opt_step:67500 lr:0.0003 alpha:0.01088 +2026-02-11 00:57:37 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:530.00 total_reward_ma:429.01 loss:-6.038 fps:317.8 +frame:1.10e+06 wall_t:3461 t:68750 epi:nan +opt_step:68125 lr:0.0003 alpha:0.0108 +2026-02-11 00:58:08 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:528.60 total_reward_ma:433.53 loss:-5.659 fps:317.8 +frame:1.11e+06 wall_t:3493 t:69375 epi:nan +opt_step:68750 lr:0.0003 alpha:0.01079 +2026-02-11 00:58:40 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:526.20 total_reward_ma:437.96 loss:-5.912 fps:317.8 +frame:1.12e+06 wall_t:3524 t:70000 epi:nan +opt_step:69375 lr:0.0003 alpha:0.01003 +2026-02-11 00:59:11 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:538.00 total_reward_ma:442.48 loss:-5.587 fps:317.9 +frame:1.13e+06 wall_t:3555 t:70625 epi:nan +opt_step:70000 lr:0.0003 alpha:0.01008 +2026-02-11 00:59:42 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:538.60 total_reward_ma:447.01 loss:-5.573 fps:317.8 +frame:1.14e+06 wall_t:3587 t:71250 epi:nan +opt_step:70625 lr:0.0003 alpha:0.009664 +2026-02-11 01:00:14 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:546.60 total_reward_ma:451.55 loss:-5.365 fps:317.9 +frame:1.15e+06 wall_t:3618 t:71875 epi:nan +opt_step:71250 lr:0.0003 alpha:0.009586 +2026-02-11 01:00:45 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:558.00 total_reward_ma:456.14 loss:-5.372 fps:317.9 +frame:1.16e+06 wall_t:3649 t:72500 epi:nan +opt_step:71875 lr:0.0003 alpha:0.008708 +2026-02-11 01:01:16 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:562.40 total_reward_ma:460.66 loss:-5.499 fps:317.9 +frame:1.17e+06 wall_t:3680 t:73125 epi:nan +opt_step:72500 lr:0.0003 alpha:0.008359 +2026-02-11 01:01:47 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:561.40 total_reward_ma:465.10 loss:-5.183 fps:318 +frame:1.18e+06 wall_t:3711 t:73750 epi:nan +opt_step:73125 lr:0.0003 alpha:0.008051 +2026-02-11 01:02:18 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:567.80 total_reward_ma:469.57 loss:-5.303 fps:317.9 +frame:1.19e+06 wall_t:3743 t:74375 epi:nan +opt_step:73750 lr:0.0003 alpha:0.008721 +2026-02-11 01:02:49 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:582.20 total_reward_ma:474.11 loss:-5.056 fps:318 +frame:1.20e+06 wall_t:3774 t:75000 epi:nan +opt_step:74375 lr:0.0003 alpha:0.008227 +2026-02-11 01:03:20 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:591.80 total_reward_ma:478.67 loss:-5.175 fps:318 +frame:1.21e+06 wall_t:3805 t:75625 epi:nan +opt_step:75000 lr:0.0003 alpha:0.008194 +2026-02-11 01:03:52 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:599.40 total_reward_ma:483.19 loss:-4.883 fps:318 +frame:1.22e+06 wall_t:3836 t:76250 epi:nan +opt_step:75625 lr:0.0003 alpha:0.007843 +2026-02-11 01:04:23 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:612.60 total_reward_ma:487.83 loss:-5.142 fps:318.1 +frame:1.23e+06 wall_t:3867 t:76875 epi:nan +opt_step:76250 lr:0.0003 alpha:0.007739 +2026-02-11 01:04:54 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:617.60 total_reward_ma:492.44 loss:-5.036 fps:318.1 +frame:1.24e+06 wall_t:3898 t:77500 epi:nan +opt_step:76875 lr:0.0003 alpha:0.007511 +2026-02-11 01:05:25 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:628.40 total_reward_ma:497.11 loss:-4.761 fps:318.1 +frame:1.25e+06 wall_t:3929 t:78125 epi:nan +opt_step:77500 lr:0.0003 alpha:0.007465 +2026-02-11 01:05:56 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:637.80 total_reward_ma:501.75 loss:-4.951 fps:318.2 +frame:1.26e+06 wall_t:3960 t:78750 epi:nan +opt_step:78125 lr:0.0003 alpha:0.007007 +2026-02-11 01:06:27 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:653.40 total_reward_ma:506.44 loss:-4.786 fps:318.2 +frame:1.27e+06 wall_t:3991 t:79375 epi:nan +opt_step:78750 lr:0.0003 alpha:0.007098 +2026-02-11 01:06:58 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:656.00 total_reward_ma:510.99 loss:-4.416 fps:318.2 +frame:1.28e+06 wall_t:4022 t:80000 epi:nan +opt_step:79375 lr:0.0003 alpha:0.006822 +2026-02-11 01:07:29 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:674.60 total_reward_ma:515.69 loss:-4.566 fps:318.3 +frame:1.29e+06 wall_t:4053 t:80625 epi:nan +opt_step:80000 lr:0.0003 alpha:0.007074 +2026-02-11 01:08:00 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:675.40 total_reward_ma:520.33 loss:-4.371 fps:318.3 +frame:1.30e+06 wall_t:4084 t:81250 epi:nan +opt_step:80625 lr:0.0003 alpha:0.00713 +2026-02-11 01:08:31 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:678.60 total_reward_ma:524.91 loss:-4.628 fps:318.3 +frame:1.31e+06 wall_t:4116 t:81875 epi:nan +opt_step:81250 lr:0.0003 alpha:0.00688 +2026-02-11 01:09:03 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:686.40 total_reward_ma:529.54 loss:-4.341 fps:318.3 +frame:1.32e+06 wall_t:4147 t:82500 epi:nan +opt_step:81875 lr:0.0003 alpha:0.007028 +2026-02-11 01:09:34 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:693.60 total_reward_ma:534.21 loss:-4.607 fps:318.3 +frame:1.33e+06 wall_t:4178 t:83125 epi:nan +opt_step:82500 lr:0.0003 alpha:0.006976 +2026-02-11 01:10:05 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:696.60 total_reward_ma:538.92 loss:-4.335 fps:318.4 +frame:1.34e+06 wall_t:4209 t:83750 epi:nan +opt_step:83125 lr:0.0003 alpha:0.006982 +2026-02-11 01:10:36 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:697.60 total_reward_ma:543.63 loss:-4.32 fps:318.4 +frame:1.35e+06 wall_t:4240 t:84375 epi:nan +opt_step:83750 lr:0.0003 alpha:0.006835 +2026-02-11 01:11:07 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:707.40 total_reward_ma:548.40 loss:-4.549 fps:318.4 +frame:1.36e+06 wall_t:4272 t:85000 epi:nan +opt_step:84375 lr:0.0003 alpha:0.006831 +2026-02-11 01:11:38 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:709.00 total_reward_ma:553.15 loss:-4.336 fps:318.5 +frame:1.37e+06 wall_t:4302 t:85625 epi:nan +opt_step:85000 lr:0.0003 alpha:0.006847 +2026-02-11 01:12:09 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:711.00 total_reward_ma:557.84 loss:-4.103 fps:318.4 +frame:1.38e+06 wall_t:4334 t:86250 epi:nan +opt_step:85625 lr:0.0003 alpha:0.006738 +2026-02-11 01:12:41 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:725.20 total_reward_ma:562.66 loss:-4.213 fps:318.4 +frame:1.39e+06 wall_t:4365 t:86875 epi:nan +opt_step:86250 lr:0.0003 alpha:0.006738 +2026-02-11 01:13:12 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:727.40 total_reward_ma:567.44 loss:-4.201 fps:318.5 +frame:1.40e+06 wall_t:4396 t:87500 epi:nan +opt_step:86875 lr:0.0003 alpha:0.006738 +2026-02-11 01:13:43 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:731.40 total_reward_ma:572.14 loss:-4.407 fps:318.5 +frame:1.41e+06 wall_t:4427 t:88125 epi:nan +opt_step:87500 lr:0.0003 alpha:0.006738 +2026-02-11 01:14:14 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:728.60 total_reward_ma:576.72 loss:-4.064 fps:318.5 +frame:1.42e+06 wall_t:4458 t:88750 epi:nan +opt_step:88125 lr:0.0003 alpha:0.006738 +2026-02-11 01:14:45 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:730.60 total_reward_ma:581.27 loss:-3.89 fps:318.6 +frame:1.43e+06 wall_t:4489 t:89375 epi:nan +opt_step:88750 lr:0.0003 alpha:0.006738 +2026-02-11 01:15:16 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:728.80 total_reward_ma:585.68 loss:-3.86 fps:318.6 +frame:1.44e+06 wall_t:4520 t:90000 epi:nan +opt_step:89375 lr:0.0003 alpha:0.006738 +2026-02-11 01:15:47 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:726.60 total_reward_ma:590.01 loss:-4.018 fps:318.6 +frame:1.45e+06 wall_t:4551 t:90625 epi:nan +opt_step:90000 lr:0.0003 alpha:0.006738 +2026-02-11 01:16:18 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:733.40 total_reward_ma:594.39 loss:-3.805 fps:318.6 +frame:1.46e+06 wall_t:4582 t:91250 epi:nan +opt_step:90625 lr:0.0003 alpha:0.006738 +2026-02-11 01:16:48 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:729.40 total_reward_ma:598.60 loss:-4.048 fps:318.7 +frame:1.47e+06 wall_t:4613 t:91875 epi:nan +opt_step:91250 lr:0.0003 alpha:0.006738 +2026-02-11 01:17:19 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:731.80 total_reward_ma:602.78 loss:-3.859 fps:318.8 +frame:1.48e+06 wall_t:4643 t:92500 epi:nan +opt_step:91875 lr:0.0003 alpha:0.006738 +2026-02-11 01:17:50 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:736.40 total_reward_ma:606.97 loss:-3.838 fps:318.7 +frame:1.49e+06 wall_t:4675 t:93125 epi:nan +opt_step:92500 lr:0.0003 alpha:0.006738 +2026-02-11 01:18:22 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:739.40 total_reward_ma:611.03 loss:-3.816 fps:318.7 +frame:1.50e+06 wall_t:4706 t:93750 epi:nan +opt_step:93125 lr:0.0003 alpha:0.006738 +2026-02-11 01:18:53 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:742.00 total_reward_ma:614.96 loss:-3.929 fps:318.8 +frame:1.51e+06 wall_t:4737 t:94375 epi:nan +opt_step:93750 lr:0.0003 alpha:0.006738 +2026-02-11 01:19:24 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:741.20 total_reward_ma:618.84 loss:-3.718 fps:318.8 +frame:1.52e+06 wall_t:4768 t:95000 epi:nan +opt_step:94375 lr:0.0003 alpha:0.006738 +2026-02-11 01:19:55 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:741.20 total_reward_ma:622.64 loss:-3.869 fps:318.8 +frame:1.53e+06 wall_t:4799 t:95625 epi:nan +opt_step:95000 lr:0.0003 alpha:0.006738 +2026-02-11 01:20:26 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:743.00 total_reward_ma:626.38 loss:-3.825 fps:318.8 +frame:1.54e+06 wall_t:4830 t:96250 epi:nan +opt_step:95625 lr:0.0003 alpha:0.006738 +2026-02-11 01:20:57 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:743.20 total_reward_ma:630.09 loss:-3.848 fps:318.9 +frame:1.55e+06 wall_t:4861 t:96875 epi:nan +opt_step:96250 lr:0.0003 alpha:0.006738 +2026-02-11 01:21:28 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:748.20 total_reward_ma:633.76 loss:-3.779 fps:318.8 +frame:1.56e+06 wall_t:4893 t:97500 epi:nan +opt_step:96875 lr:0.0003 alpha:0.006738 +2026-02-11 01:22:00 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:751.40 total_reward_ma:637.26 loss:-3.596 fps:318.8 +frame:1.57e+06 wall_t:4924 t:98125 epi:nan +opt_step:97500 lr:0.0003 alpha:0.006738 +2026-02-11 01:22:31 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:749.20 total_reward_ma:640.74 loss:-3.763 fps:318.9 +frame:1.58e+06 wall_t:4955 t:98750 epi:nan +opt_step:98125 lr:0.0003 alpha:0.006738 +2026-02-11 01:23:02 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:751.80 total_reward_ma:644.05 loss:-3.7 fps:318.9 +frame:1.59e+06 wall_t:4986 t:99375 epi:nan +opt_step:98750 lr:0.0003 alpha:0.006738 +2026-02-11 01:23:33 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:751.80 total_reward_ma:647.07 loss:-3.604 fps:318.9 +frame:1.60e+06 wall_t:5017 t:100000 epi:nan +opt_step:99375 lr:0.0003 alpha:0.006738 +2026-02-11 01:24:04 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:758.00 total_reward_ma:650.09 loss:-3.663 fps:318.9 +frame:1.61e+06 wall_t:5049 t:100625 epi:nan +opt_step:100000 lr:0.0003 alpha:0.006738 +2026-02-11 01:24:35 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:765.60 total_reward_ma:653.11 loss:-3.664 fps:318.9 +frame:1.62e+06 wall_t:5080 t:101250 epi:nan +opt_step:100625 lr:0.0003 alpha:0.006738 +2026-02-11 01:25:07 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:774.00 total_reward_ma:656.01 loss:-3.69 fps:318.9 +frame:1.63e+06 wall_t:5111 t:101875 epi:nan +opt_step:101250 lr:0.0003 alpha:0.006738 +2026-02-11 01:25:37 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:775.20 total_reward_ma:658.64 loss:-3.876 fps:318.9 +frame:1.64e+06 wall_t:5142 t:102500 epi:nan +opt_step:101875 lr:0.0003 alpha:0.006738 +2026-02-11 01:26:09 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:779.60 total_reward_ma:661.28 loss:-3.631 fps:319 +frame:1.65e+06 wall_t:5173 t:103125 epi:nan +opt_step:102500 lr:0.0003 alpha:0.006738 +2026-02-11 01:26:40 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:788.60 total_reward_ma:663.84 loss:-3.541 fps:318.9 +frame:1.66e+06 wall_t:5205 t:103750 epi:nan +opt_step:103125 lr:0.0003 alpha:0.006738 +2026-02-11 01:27:11 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:800.00 total_reward_ma:666.36 loss:-3.661 fps:318.9 +frame:1.67e+06 wall_t:5236 t:104375 epi:nan +opt_step:103750 lr:0.0003 alpha:0.006738 +2026-02-11 01:27:43 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:800.00 total_reward_ma:668.86 loss:-3.792 fps:319 +frame:1.68e+06 wall_t:5267 t:105000 epi:nan +opt_step:104375 lr:0.0003 alpha:0.006738 +2026-02-11 01:28:14 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:804.80 total_reward_ma:671.21 loss:-3.706 fps:319 +frame:1.69e+06 wall_t:5298 t:105625 epi:nan +opt_step:105000 lr:0.0003 alpha:0.006738 +2026-02-11 01:28:45 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:806.00 total_reward_ma:673.30 loss:-3.576 fps:318.9 +frame:1.70e+06 wall_t:5330 t:106250 epi:nan +opt_step:105625 lr:0.0003 alpha:0.006738 +2026-02-11 01:29:16 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:811.40 total_reward_ma:675.40 loss:-3.507 fps:319 +frame:1.71e+06 wall_t:5360 t:106875 epi:nan +opt_step:106250 lr:0.0003 alpha:0.006738 +2026-02-11 01:29:47 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:812.60 total_reward_ma:677.34 loss:-3.431 fps:319.1 +frame:1.72e+06 wall_t:5391 t:107500 epi:nan +opt_step:106875 lr:0.0003 alpha:0.006738 +2026-02-11 01:30:18 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:810.00 total_reward_ma:679.16 loss:-3.619 fps:319.1 +frame:1.73e+06 wall_t:5422 t:108125 epi:nan +opt_step:107500 lr:0.0003 alpha:0.006738 +2026-02-11 01:30:49 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:813.60 total_reward_ma:680.82 loss:-3.8 fps:319 +frame:1.74e+06 wall_t:5454 t:108750 epi:nan +opt_step:108125 lr:0.0003 alpha:0.006738 +2026-02-11 01:31:21 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:812.80 total_reward_ma:682.44 loss:-3.434 fps:319.1 +frame:1.75e+06 wall_t:5485 t:109375 epi:nan +opt_step:108750 lr:0.0003 alpha:0.006738 +2026-02-11 01:31:52 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:817.80 total_reward_ma:684.03 loss:-3.732 fps:319.1 +frame:1.76e+06 wall_t:5516 t:110000 epi:nan +opt_step:109375 lr:0.0003 alpha:0.006738 +2026-02-11 01:32:24 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:816.80 total_reward_ma:685.51 loss:-3.496 fps:319 +frame:1.77e+06 wall_t:5548 t:110625 epi:nan +opt_step:110000 lr:0.0003 alpha:0.006738 +2026-02-11 01:32:55 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:816.80 total_reward_ma:686.98 loss:-3.467 fps:319.1 +frame:1.78e+06 wall_t:5579 t:111250 epi:nan +opt_step:110625 lr:0.0003 alpha:0.006738 +2026-02-11 01:33:25 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:815.20 total_reward_ma:688.38 loss:-3.687 fps:319.1 +frame:1.79e+06 wall_t:5610 t:111875 epi:nan +opt_step:111250 lr:0.0003 alpha:0.006738 +2026-02-11 01:33:57 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:820.00 total_reward_ma:689.80 loss:-3.529 fps:319.1 +frame:1.80e+06 wall_t:5641 t:112500 epi:nan +opt_step:111875 lr:0.0003 alpha:0.006738 +2026-02-11 01:34:27 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:824.20 total_reward_ma:691.27 loss:-3.553 fps:319.1 +frame:1.81e+06 wall_t:5672 t:113125 epi:nan +opt_step:112500 lr:0.0003 alpha:0.006738 +2026-02-11 01:34:59 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:823.60 total_reward_ma:692.72 loss:-3.497 fps:319.1 +frame:1.82e+06 wall_t:5703 t:113750 epi:nan +opt_step:113125 lr:0.0003 alpha:0.006738 +2026-02-11 01:35:30 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:824.00 total_reward_ma:694.28 loss:-3.392 fps:319.1 +frame:1.83e+06 wall_t:5734 t:114375 epi:nan +opt_step:113750 lr:0.0003 alpha:0.006743 +2026-02-11 01:36:01 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:824.00 total_reward_ma:695.89 loss:-3.525 fps:319.2 +frame:1.84e+06 wall_t:5765 t:115000 epi:nan +opt_step:114375 lr:0.0003 alpha:0.006738 +2026-02-11 01:36:32 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:825.00 total_reward_ma:697.57 loss:-3.428 fps:319.2 +frame:1.85e+06 wall_t:5796 t:115625 epi:nan +opt_step:115000 lr:0.0003 alpha:0.006738 +2026-02-11 01:37:03 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:826.20 total_reward_ma:699.23 loss:-3.461 fps:319.2 +frame:1.86e+06 wall_t:5827 t:116250 epi:nan +opt_step:115625 lr:0.0003 alpha:0.006738 +2026-02-11 01:37:35 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:827.20 total_reward_ma:700.86 loss:-3.543 fps:319.2 +frame:1.87e+06 wall_t:5859 t:116875 epi:nan +opt_step:116250 lr:0.0003 alpha:0.006738 +2026-02-11 01:38:06 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:829.00 total_reward_ma:702.48 loss:-3.461 fps:319.2 +frame:1.88e+06 wall_t:5890 t:117500 epi:nan +opt_step:116875 lr:0.0003 alpha:0.006738 +2026-02-11 01:38:37 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:831.80 total_reward_ma:704.13 loss:-3.279 fps:319.2 +frame:1.89e+06 wall_t:5921 t:118125 epi:nan +opt_step:117500 lr:0.0003 alpha:0.006738 +2026-02-11 01:39:08 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:831.80 total_reward_ma:705.75 loss:-3.57 fps:319.2 +frame:1.90e+06 wall_t:5952 t:118750 epi:nan +opt_step:118125 lr:0.0003 alpha:0.006738 +2026-02-11 01:39:39 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:835.40 total_reward_ma:707.33 loss:-3.416 fps:319.2 +frame:1.91e+06 wall_t:5984 t:119375 epi:nan +opt_step:118750 lr:0.0003 alpha:0.006738 +2026-02-11 01:40:10 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:838.80 total_reward_ma:708.93 loss:-3.45 fps:319.2 +frame:1.92e+06 wall_t:6015 t:120000 epi:nan +opt_step:119375 lr:0.0003 alpha:0.006738 +2026-02-11 01:40:42 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:838.60 total_reward_ma:710.48 loss:-3.366 fps:319.2 +frame:1.93e+06 wall_t:6046 t:120625 epi:nan +opt_step:120000 lr:0.0003 alpha:0.006738 +2026-02-11 01:41:13 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:838.00 total_reward_ma:712.04 loss:-3.513 fps:319.2 +frame:1.94e+06 wall_t:6078 t:121250 epi:nan +opt_step:120625 lr:0.0003 alpha:0.006738 +2026-02-11 01:41:45 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:847.20 total_reward_ma:713.66 loss:-3.612 fps:319.2 +frame:1.95e+06 wall_t:6109 t:121875 epi:nan +opt_step:121250 lr:0.0003 alpha:0.006738 +2026-02-11 01:42:16 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:848.80 total_reward_ma:715.30 loss:-3.543 fps:319.2 +frame:1.96e+06 wall_t:6141 t:122500 epi:nan +opt_step:121875 lr:0.0003 alpha:0.006738 +2026-02-11 01:42:47 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:849.00 total_reward_ma:717.00 loss:-3.49 fps:319.2 +frame:1.97e+06 wall_t:6172 t:123125 epi:nan +opt_step:122500 lr:0.0003 alpha:0.006738 +2026-02-11 01:43:16 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:849.20 total_reward_ma:718.72 loss:-3.482 fps:319.3 +frame:1.98e+06 wall_t:6201 t:123750 epi:nan +opt_step:123125 lr:0.0003 alpha:0.006738 +2026-02-11 01:43:38 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:851.80 total_reward_ma:720.58 loss:-3.476 fps:319.8 +frame:1.99e+06 wall_t:6222 t:124375 epi:nan +opt_step:123750 lr:0.0003 alpha:0.006738 +2026-02-11 01:43:59 | INFO | PID:1305 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:854.20 total_reward_ma:722.64 loss:-3.421 fps:320.4 +frame:2.00e+06 wall_t:6243 t:125000 epi:nan +opt_step:124375 lr:0.0003 alpha:0.006738 +2026-02-11 01:44:00 | INFO | PID:1305 | slm_lab.lib.logger:info | Session 0 done diff --git a/data/sac_atari_seaquest_2026_02_10_235947/log/sac_atari_seaquest_t0_s1.log b/data/sac_atari_seaquest_2026_02_10_235947/log/sac_atari_seaquest_t0_s1.log new file mode 100644 index 0000000000000000000000000000000000000000..bc3130f40ccd2b4a19e3d0126cf12a7c46289d39 --- /dev/null +++ b/data/sac_atari_seaquest_2026_02_10_235947/log/sac_atari_seaquest_t0_s1.log @@ -0,0 +1,802 @@ +2026-02-10 23:59:53 | INFO | PID:1306 | slm_lab.env:_make_vector_env | AtariVectorEnv: 16 envs, native preprocessing +2026-02-11 00:00:51 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:55.38 total_reward_ma:55.38 loss:nan fps:178.6 +frame:1.00e+04 wall_t:56 t:625 epi:nan +opt_step:0 lr:0.0003 alpha:1 +2026-02-11 00:01:23 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:63.87 total_reward_ma:59.63 loss:-10.51 fps:229.9 +frame:2.00e+04 wall_t:87 t:1250 epi:nan +opt_step:625 lr:0.0003 alpha:0.8345 +2026-02-11 00:01:53 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:76.33 total_reward_ma:65.19 loss:-15.96 fps:254.2 +frame:3.00e+04 wall_t:118 t:1875 epi:nan +opt_step:1250 lr:0.0003 alpha:0.706 +2026-02-11 00:02:26 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:70.83 total_reward_ma:66.60 loss:-20.21 fps:266.7 +frame:4.00e+04 wall_t:150 t:2500 epi:nan +opt_step:1875 lr:0.0003 alpha:0.6027 +2026-02-11 00:02:57 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:75.17 total_reward_ma:68.32 loss:-23.72 fps:276.2 +frame:5.00e+04 wall_t:181 t:3125 epi:nan +opt_step:2500 lr:0.0003 alpha:0.5178 +2026-02-11 00:03:28 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:80.60 total_reward_ma:70.36 loss:-26.14 fps:283 +frame:6.00e+04 wall_t:212 t:3750 epi:nan +opt_step:3125 lr:0.0003 alpha:0.4468 +2026-02-11 00:03:59 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:81.40 total_reward_ma:71.94 loss:-29.24 fps:288.1 +frame:7.00e+04 wall_t:243 t:4375 epi:nan +opt_step:3750 lr:0.0003 alpha:0.3868 +2026-02-11 00:04:30 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:82.00 total_reward_ma:73.20 loss:-30.7 fps:292 +frame:8.00e+04 wall_t:274 t:5000 epi:nan +opt_step:4375 lr:0.0003 alpha:0.3356 +2026-02-11 00:05:01 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:92.60 total_reward_ma:75.35 loss:-32.95 fps:294.1 +frame:9.00e+04 wall_t:306 t:5625 epi:nan +opt_step:5000 lr:0.0003 alpha:0.2916 +2026-02-11 00:05:32 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:96.00 total_reward_ma:77.42 loss:-33.59 fps:297.6 +frame:1.00e+05 wall_t:336 t:6250 epi:nan +opt_step:5625 lr:0.0003 alpha:0.2537 +2026-02-11 00:06:02 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:98.60 total_reward_ma:79.34 loss:-35.19 fps:299.7 +frame:1.10e+05 wall_t:367 t:6875 epi:nan +opt_step:6250 lr:0.0003 alpha:0.2208 +2026-02-11 00:06:33 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:103.80 total_reward_ma:81.38 loss:-34.5 fps:301.5 +frame:1.20e+05 wall_t:398 t:7500 epi:nan +opt_step:6875 lr:0.0003 alpha:0.1924 +2026-02-11 00:07:05 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:109.20 total_reward_ma:83.52 loss:-35.72 fps:303 +frame:1.30e+05 wall_t:429 t:8125 epi:nan +opt_step:7500 lr:0.0003 alpha:0.1676 +2026-02-11 00:07:36 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:111.20 total_reward_ma:85.50 loss:-36.02 fps:303.7 +frame:1.40e+05 wall_t:461 t:8750 epi:nan +opt_step:8125 lr:0.0003 alpha:0.1461 +2026-02-11 00:08:07 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:108.40 total_reward_ma:87.03 loss:-36.26 fps:305.5 +frame:1.50e+05 wall_t:491 t:9375 epi:nan +opt_step:8750 lr:0.0003 alpha:0.1275 +2026-02-11 00:08:38 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:116.40 total_reward_ma:88.86 loss:-35.56 fps:306.5 +frame:1.60e+05 wall_t:522 t:10000 epi:nan +opt_step:9375 lr:0.0003 alpha:0.1112 +2026-02-11 00:09:09 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:121.80 total_reward_ma:90.80 loss:-35.54 fps:307.4 +frame:1.70e+05 wall_t:553 t:10625 epi:nan +opt_step:10000 lr:0.0003 alpha:0.09707 +2026-02-11 00:09:40 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:119.20 total_reward_ma:92.38 loss:-34.25 fps:308.2 +frame:1.80e+05 wall_t:584 t:11250 epi:nan +opt_step:10625 lr:0.0003 alpha:0.08474 +2026-02-11 00:10:12 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:129.40 total_reward_ma:94.33 loss:-34.11 fps:308.4 +frame:1.90e+05 wall_t:616 t:11875 epi:nan +opt_step:11250 lr:0.0003 alpha:0.07402 +2026-02-11 00:10:43 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:135.40 total_reward_ma:96.38 loss:-34.49 fps:309.1 +frame:2.00e+05 wall_t:647 t:12500 epi:nan +opt_step:11875 lr:0.0003 alpha:0.06468 +2026-02-11 00:11:14 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:151.40 total_reward_ma:99.00 loss:-32.86 fps:309.7 +frame:2.10e+05 wall_t:678 t:13125 epi:nan +opt_step:12500 lr:0.0003 alpha:0.05657 +2026-02-11 00:11:44 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:158.80 total_reward_ma:101.72 loss:-33.1 fps:310.3 +frame:2.20e+05 wall_t:709 t:13750 epi:nan +opt_step:13125 lr:0.0003 alpha:0.04949 +2026-02-11 00:12:15 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:168.20 total_reward_ma:104.61 loss:-31.65 fps:310.8 +frame:2.30e+05 wall_t:740 t:14375 epi:nan +opt_step:13750 lr:0.0003 alpha:0.04336 +2026-02-11 00:12:46 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:172.00 total_reward_ma:107.42 loss:-31.4 fps:311.7 +frame:2.40e+05 wall_t:770 t:15000 epi:nan +opt_step:14375 lr:0.0003 alpha:0.03803 +2026-02-11 00:13:17 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:184.80 total_reward_ma:110.51 loss:-30.12 fps:312.1 +frame:2.50e+05 wall_t:801 t:15625 epi:nan +opt_step:15000 lr:0.0003 alpha:0.03337 +2026-02-11 00:13:47 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:193.80 total_reward_ma:113.71 loss:-30.48 fps:312.5 +frame:2.60e+05 wall_t:832 t:16250 epi:nan +opt_step:15625 lr:0.0003 alpha:0.02936 +2026-02-11 00:14:19 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:210.00 total_reward_ma:117.28 loss:-29.98 fps:312.9 +frame:2.70e+05 wall_t:863 t:16875 epi:nan +opt_step:16250 lr:0.0003 alpha:0.02584 +2026-02-11 00:14:50 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:217.60 total_reward_ma:120.86 loss:-29.05 fps:313.2 +frame:2.80e+05 wall_t:894 t:17500 epi:nan +opt_step:16875 lr:0.0003 alpha:0.02282 +2026-02-11 00:15:21 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:231.80 total_reward_ma:124.69 loss:-28.35 fps:313.5 +frame:2.90e+05 wall_t:925 t:18125 epi:nan +opt_step:17500 lr:0.0003 alpha:0.02017 +2026-02-11 00:15:52 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:237.80 total_reward_ma:128.46 loss:-27.41 fps:313.8 +frame:3.00e+05 wall_t:956 t:18750 epi:nan +opt_step:18125 lr:0.0003 alpha:0.01789 +2026-02-11 00:16:23 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:243.40 total_reward_ma:132.17 loss:-26.39 fps:314.1 +frame:3.10e+05 wall_t:987 t:19375 epi:nan +opt_step:18750 lr:0.0003 alpha:0.01592 +2026-02-11 00:16:53 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:249.60 total_reward_ma:135.84 loss:-26.35 fps:314.3 +frame:3.20e+05 wall_t:1018 t:20000 epi:nan +opt_step:19375 lr:0.0003 alpha:0.01421 +2026-02-11 00:17:24 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:259.00 total_reward_ma:139.57 loss:-25.7 fps:314.9 +frame:3.30e+05 wall_t:1048 t:20625 epi:nan +opt_step:20000 lr:0.0003 alpha:0.01275 +2026-02-11 00:17:54 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:265.20 total_reward_ma:143.26 loss:-25.16 fps:315.1 +frame:3.40e+05 wall_t:1079 t:21250 epi:nan +opt_step:20625 lr:0.0003 alpha:0.01152 +2026-02-11 00:18:25 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:268.60 total_reward_ma:146.85 loss:-24.53 fps:315.3 +frame:3.50e+05 wall_t:1110 t:21875 epi:nan +opt_step:21250 lr:0.0003 alpha:0.0104 +2026-02-11 00:18:56 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:272.20 total_reward_ma:150.33 loss:-23.5 fps:315.8 +frame:3.60e+05 wall_t:1140 t:22500 epi:nan +opt_step:21875 lr:0.0003 alpha:0.009522 +2026-02-11 00:19:26 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:281.80 total_reward_ma:153.88 loss:-22.79 fps:316 +frame:3.70e+05 wall_t:1171 t:23125 epi:nan +opt_step:22500 lr:0.0003 alpha:0.008659 +2026-02-11 00:19:58 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:288.20 total_reward_ma:157.42 loss:-22.52 fps:316.1 +frame:3.80e+05 wall_t:1202 t:23750 epi:nan +opt_step:23125 lr:0.0003 alpha:0.008135 +2026-02-11 00:20:28 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:295.40 total_reward_ma:160.95 loss:-21.96 fps:316.3 +frame:3.90e+05 wall_t:1233 t:24375 epi:nan +opt_step:23750 lr:0.0003 alpha:0.007575 +2026-02-11 00:21:00 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:301.00 total_reward_ma:164.45 loss:-21.66 fps:316.5 +frame:4.00e+05 wall_t:1264 t:25000 epi:nan +opt_step:24375 lr:0.0003 alpha:0.007168 +2026-02-11 00:21:31 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:310.40 total_reward_ma:168.01 loss:-21.02 fps:316.6 +frame:4.10e+05 wall_t:1295 t:25625 epi:nan +opt_step:25000 lr:0.0003 alpha:0.007093 +2026-02-11 00:22:02 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:327.80 total_reward_ma:171.82 loss:-20.16 fps:316.7 +frame:4.20e+05 wall_t:1326 t:26250 epi:nan +opt_step:25625 lr:0.0003 alpha:0.007062 +2026-02-11 00:22:33 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:349.40 total_reward_ma:175.95 loss:-19.78 fps:316.9 +frame:4.30e+05 wall_t:1357 t:26875 epi:nan +opt_step:26250 lr:0.0003 alpha:0.00733 +2026-02-11 00:23:04 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:362.80 total_reward_ma:180.20 loss:-19.42 fps:316.8 +frame:4.40e+05 wall_t:1389 t:27500 epi:nan +opt_step:26875 lr:0.0003 alpha:0.00826 +2026-02-11 00:23:35 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:379.20 total_reward_ma:184.62 loss:-18.8 fps:317.1 +frame:4.50e+05 wall_t:1419 t:28125 epi:nan +opt_step:27500 lr:0.0003 alpha:0.008367 +2026-02-11 00:24:05 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:385.60 total_reward_ma:188.99 loss:-18.39 fps:317.5 +frame:4.60e+05 wall_t:1449 t:28750 epi:nan +opt_step:28125 lr:0.0003 alpha:0.008581 +2026-02-11 00:24:36 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:405.20 total_reward_ma:193.59 loss:-17.99 fps:317.4 +frame:4.70e+05 wall_t:1481 t:29375 epi:nan +opt_step:28750 lr:0.0003 alpha:0.008701 +2026-02-11 00:25:07 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:413.60 total_reward_ma:198.17 loss:-17.62 fps:317.5 +frame:4.80e+05 wall_t:1512 t:30000 epi:nan +opt_step:29375 lr:0.0003 alpha:0.008603 +2026-02-11 00:25:38 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:421.80 total_reward_ma:202.73 loss:-17.06 fps:317.6 +frame:4.90e+05 wall_t:1543 t:30625 epi:nan +opt_step:30000 lr:0.0003 alpha:0.008623 +2026-02-11 00:26:09 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:435.40 total_reward_ma:207.39 loss:-16.47 fps:317.9 +frame:5.00e+05 wall_t:1573 t:31250 epi:nan +opt_step:30625 lr:0.0003 alpha:0.009221 +2026-02-11 00:26:40 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:448.80 total_reward_ma:212.12 loss:-16.3 fps:318 +frame:5.10e+05 wall_t:1604 t:31875 epi:nan +opt_step:31250 lr:0.0003 alpha:0.00993 +2026-02-11 00:27:10 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:452.20 total_reward_ma:216.74 loss:-15.72 fps:318 +frame:5.20e+05 wall_t:1635 t:32500 epi:nan +opt_step:31875 lr:0.0003 alpha:0.00959 +2026-02-11 00:27:41 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:455.00 total_reward_ma:221.23 loss:-15.44 fps:318.1 +frame:5.30e+05 wall_t:1666 t:33125 epi:nan +opt_step:32500 lr:0.0003 alpha:0.0104 +2026-02-11 00:28:12 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:462.60 total_reward_ma:225.70 loss:-15.24 fps:318.2 +frame:5.40e+05 wall_t:1697 t:33750 epi:nan +opt_step:33125 lr:0.0003 alpha:0.01051 +2026-02-11 00:28:43 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:458.20 total_reward_ma:229.93 loss:-14.83 fps:318.5 +frame:5.50e+05 wall_t:1727 t:34375 epi:nan +opt_step:33750 lr:0.0003 alpha:0.01095 +2026-02-11 00:29:14 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:456.20 total_reward_ma:233.97 loss:-14.44 fps:318.5 +frame:5.60e+05 wall_t:1758 t:35000 epi:nan +opt_step:34375 lr:0.0003 alpha:0.01171 +2026-02-11 00:29:45 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:447.60 total_reward_ma:237.72 loss:-14.26 fps:318.6 +frame:5.70e+05 wall_t:1789 t:35625 epi:nan +opt_step:35000 lr:0.0003 alpha:0.01221 +2026-02-11 00:30:16 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:448.80 total_reward_ma:241.36 loss:-13.95 fps:318.7 +frame:5.80e+05 wall_t:1820 t:36250 epi:nan +opt_step:35625 lr:0.0003 alpha:0.01304 +2026-02-11 00:30:47 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:450.80 total_reward_ma:244.91 loss:-13.52 fps:318.7 +frame:5.90e+05 wall_t:1851 t:36875 epi:nan +opt_step:36250 lr:0.0003 alpha:0.01349 +2026-02-11 00:31:17 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:452.00 total_reward_ma:248.36 loss:-13.27 fps:318.8 +frame:6.00e+05 wall_t:1882 t:37500 epi:nan +opt_step:36875 lr:0.0003 alpha:0.01431 +2026-02-11 00:31:49 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:450.40 total_reward_ma:251.67 loss:-12.96 fps:318.9 +frame:6.10e+05 wall_t:1913 t:38125 epi:nan +opt_step:37500 lr:0.0003 alpha:0.01378 +2026-02-11 00:32:19 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:458.40 total_reward_ma:255.01 loss:-12.48 fps:318.9 +frame:6.20e+05 wall_t:1944 t:38750 epi:nan +opt_step:38125 lr:0.0003 alpha:0.01398 +2026-02-11 00:32:50 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:468.60 total_reward_ma:258.40 loss:-12.58 fps:319 +frame:6.30e+05 wall_t:1975 t:39375 epi:nan +opt_step:38750 lr:0.0003 alpha:0.01412 +2026-02-11 00:33:21 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:472.20 total_reward_ma:261.74 loss:-12.17 fps:319 +frame:6.40e+05 wall_t:2006 t:40000 epi:nan +opt_step:39375 lr:0.0003 alpha:0.01417 +2026-02-11 00:33:51 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:480.40 total_reward_ma:265.10 loss:-11.85 fps:319.3 +frame:6.50e+05 wall_t:2036 t:40625 epi:nan +opt_step:40000 lr:0.0003 alpha:0.01435 +2026-02-11 00:34:22 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:488.00 total_reward_ma:268.48 loss:-11.68 fps:319.5 +frame:6.60e+05 wall_t:2066 t:41250 epi:nan +opt_step:40625 lr:0.0003 alpha:0.01476 +2026-02-11 00:34:53 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:489.80 total_reward_ma:271.78 loss:-11.63 fps:319.5 +frame:6.70e+05 wall_t:2097 t:41875 epi:nan +opt_step:41250 lr:0.0003 alpha:0.01465 +2026-02-11 00:35:24 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:508.60 total_reward_ma:275.26 loss:-11.33 fps:319.4 +frame:6.80e+05 wall_t:2129 t:42500 epi:nan +opt_step:41875 lr:0.0003 alpha:0.0141 +2026-02-11 00:35:55 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:530.00 total_reward_ma:278.96 loss:-11.15 fps:319.6 +frame:6.90e+05 wall_t:2159 t:43125 epi:nan +opt_step:42500 lr:0.0003 alpha:0.01392 +2026-02-11 00:36:26 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:538.20 total_reward_ma:282.66 loss:-10.89 fps:319.6 +frame:7.00e+05 wall_t:2190 t:43750 epi:nan +opt_step:43125 lr:0.0003 alpha:0.01364 +2026-02-11 00:36:57 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:544.60 total_reward_ma:286.35 loss:-10.54 fps:319.7 +frame:7.10e+05 wall_t:2221 t:44375 epi:nan +opt_step:43750 lr:0.0003 alpha:0.01359 +2026-02-11 00:37:28 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:564.00 total_reward_ma:290.21 loss:-10.45 fps:319.7 +frame:7.20e+05 wall_t:2252 t:45000 epi:nan +opt_step:44375 lr:0.0003 alpha:0.01358 +2026-02-11 00:37:58 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:567.80 total_reward_ma:294.01 loss:-10.32 fps:319.8 +frame:7.30e+05 wall_t:2283 t:45625 epi:nan +opt_step:45000 lr:0.0003 alpha:0.01391 +2026-02-11 00:38:29 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:575.80 total_reward_ma:297.82 loss:-10.04 fps:319.9 +frame:7.40e+05 wall_t:2313 t:46250 epi:nan +opt_step:45625 lr:0.0003 alpha:0.01324 +2026-02-11 00:39:00 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:583.00 total_reward_ma:301.62 loss:-9.878 fps:320 +frame:7.50e+05 wall_t:2344 t:46875 epi:nan +opt_step:46250 lr:0.0003 alpha:0.01377 +2026-02-11 00:39:31 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:587.80 total_reward_ma:305.38 loss:-9.613 fps:319.9 +frame:7.60e+05 wall_t:2376 t:47500 epi:nan +opt_step:46875 lr:0.0003 alpha:0.01346 +2026-02-11 00:40:03 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:595.20 total_reward_ma:309.15 loss:-9.549 fps:319.9 +frame:7.70e+05 wall_t:2407 t:48125 epi:nan +opt_step:47500 lr:0.0003 alpha:0.0131 +2026-02-11 00:40:34 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:591.80 total_reward_ma:312.77 loss:-9.38 fps:319.9 +frame:7.80e+05 wall_t:2438 t:48750 epi:nan +opt_step:48125 lr:0.0003 alpha:0.01304 +2026-02-11 00:41:05 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:573.40 total_reward_ma:316.07 loss:-9.244 fps:320 +frame:7.90e+05 wall_t:2469 t:49375 epi:nan +opt_step:48750 lr:0.0003 alpha:0.0125 +2026-02-11 00:41:36 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:554.80 total_reward_ma:319.05 loss:-9.063 fps:320 +frame:8.00e+05 wall_t:2500 t:50000 epi:nan +opt_step:49375 lr:0.0003 alpha:0.01335 +2026-02-11 00:42:07 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:545.60 total_reward_ma:321.85 loss:-9.005 fps:320 +frame:8.10e+05 wall_t:2531 t:50625 epi:nan +opt_step:50000 lr:0.0003 alpha:0.01286 +2026-02-11 00:42:38 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:525.00 total_reward_ma:324.33 loss:-8.764 fps:320.1 +frame:8.20e+05 wall_t:2562 t:51250 epi:nan +opt_step:50625 lr:0.0003 alpha:0.01373 +2026-02-11 00:43:09 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:508.60 total_reward_ma:326.55 loss:-8.572 fps:320.1 +frame:8.30e+05 wall_t:2593 t:51875 epi:nan +opt_step:51250 lr:0.0003 alpha:0.01323 +2026-02-11 00:43:40 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:486.00 total_reward_ma:328.45 loss:-8.439 fps:320 +frame:8.40e+05 wall_t:2625 t:52500 epi:nan +opt_step:51875 lr:0.0003 alpha:0.01348 +2026-02-11 00:44:11 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:480.80 total_reward_ma:330.24 loss:-8.296 fps:320 +frame:8.50e+05 wall_t:2656 t:53125 epi:nan +opt_step:52500 lr:0.0003 alpha:0.01387 +2026-02-11 00:44:42 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:476.20 total_reward_ma:331.94 loss:-8.316 fps:320.1 +frame:8.60e+05 wall_t:2687 t:53750 epi:nan +opt_step:53125 lr:0.0003 alpha:0.01401 +2026-02-11 00:45:13 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:475.20 total_reward_ma:333.58 loss:-7.94 fps:320.2 +frame:8.70e+05 wall_t:2717 t:54375 epi:nan +opt_step:53750 lr:0.0003 alpha:0.01412 +2026-02-11 00:45:44 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:480.60 total_reward_ma:335.25 loss:-7.751 fps:320.2 +frame:8.80e+05 wall_t:2748 t:55000 epi:nan +opt_step:54375 lr:0.0003 alpha:0.01422 +2026-02-11 00:46:15 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:493.80 total_reward_ma:337.04 loss:-7.674 fps:320.1 +frame:8.90e+05 wall_t:2780 t:55625 epi:nan +opt_step:55000 lr:0.0003 alpha:0.01376 +2026-02-11 00:46:46 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:500.40 total_reward_ma:338.85 loss:-7.648 fps:320.2 +frame:9.00e+05 wall_t:2811 t:56250 epi:nan +opt_step:55625 lr:0.0003 alpha:0.01367 +2026-02-11 00:47:18 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:502.00 total_reward_ma:340.64 loss:-7.601 fps:320.2 +frame:9.10e+05 wall_t:2842 t:56875 epi:nan +opt_step:56250 lr:0.0003 alpha:0.01381 +2026-02-11 00:47:49 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:513.80 total_reward_ma:342.53 loss:-7.548 fps:320.2 +frame:9.20e+05 wall_t:2873 t:57500 epi:nan +opt_step:56875 lr:0.0003 alpha:0.01395 +2026-02-11 00:48:19 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:516.80 total_reward_ma:344.40 loss:-7.251 fps:320.2 +frame:9.30e+05 wall_t:2904 t:58125 epi:nan +opt_step:57500 lr:0.0003 alpha:0.01312 +2026-02-11 00:48:51 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:534.80 total_reward_ma:346.43 loss:-7.458 fps:320.3 +frame:9.40e+05 wall_t:2935 t:58750 epi:nan +opt_step:58125 lr:0.0003 alpha:0.01293 +2026-02-11 00:49:22 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:548.80 total_reward_ma:348.56 loss:-7.162 fps:320.3 +frame:9.50e+05 wall_t:2966 t:59375 epi:nan +opt_step:58750 lr:0.0003 alpha:0.01297 +2026-02-11 00:49:52 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:568.80 total_reward_ma:350.85 loss:-7.158 fps:320.3 +frame:9.60e+05 wall_t:2997 t:60000 epi:nan +opt_step:59375 lr:0.0003 alpha:0.01286 +2026-02-11 00:50:24 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:588.00 total_reward_ma:353.29 loss:-7.014 fps:320.3 +frame:9.70e+05 wall_t:3028 t:60625 epi:nan +opt_step:60000 lr:0.0003 alpha:0.01252 +2026-02-11 00:50:55 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:596.00 total_reward_ma:355.77 loss:-7.015 fps:320.4 +frame:9.80e+05 wall_t:3059 t:61250 epi:nan +opt_step:60625 lr:0.0003 alpha:0.01255 +2026-02-11 00:51:26 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:605.00 total_reward_ma:358.29 loss:-6.712 fps:320.4 +frame:9.90e+05 wall_t:3090 t:61875 epi:nan +opt_step:61250 lr:0.0003 alpha:0.01218 +2026-02-11 00:51:56 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:619.40 total_reward_ma:360.90 loss:-6.702 fps:320.4 +frame:1.00e+06 wall_t:3121 t:62500 epi:nan +opt_step:61875 lr:0.0003 alpha:0.01254 +2026-02-11 00:52:27 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:617.40 total_reward_ma:366.52 loss:-6.609 fps:320.4 +frame:1.01e+06 wall_t:3152 t:63125 epi:nan +opt_step:62500 lr:0.0003 alpha:0.01102 +2026-02-11 00:52:59 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:628.60 total_reward_ma:372.17 loss:-6.556 fps:320.5 +frame:1.02e+06 wall_t:3183 t:63750 epi:nan +opt_step:63125 lr:0.0003 alpha:0.0106 +2026-02-11 00:53:29 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:632.20 total_reward_ma:377.73 loss:-6.408 fps:320.5 +frame:1.03e+06 wall_t:3214 t:64375 epi:nan +opt_step:63750 lr:0.0003 alpha:0.01072 +2026-02-11 00:54:01 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:625.20 total_reward_ma:383.27 loss:-6.069 fps:320.5 +frame:1.04e+06 wall_t:3245 t:65000 epi:nan +opt_step:64375 lr:0.0003 alpha:0.01041 +2026-02-11 00:54:31 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:612.80 total_reward_ma:388.65 loss:-6.112 fps:320.5 +frame:1.05e+06 wall_t:3276 t:65625 epi:nan +opt_step:65000 lr:0.0003 alpha:0.01049 +2026-02-11 00:55:02 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:588.60 total_reward_ma:393.73 loss:-6.169 fps:320.5 +frame:1.06e+06 wall_t:3307 t:66250 epi:nan +opt_step:65625 lr:0.0003 alpha:0.01035 +2026-02-11 00:55:33 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:578.00 total_reward_ma:398.69 loss:-6.331 fps:320.6 +frame:1.07e+06 wall_t:3338 t:66875 epi:nan +opt_step:66250 lr:0.0003 alpha:0.01065 +2026-02-11 00:56:04 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:567.60 total_reward_ma:403.55 loss:-6.248 fps:320.7 +frame:1.08e+06 wall_t:3368 t:67500 epi:nan +opt_step:66875 lr:0.0003 alpha:0.01083 +2026-02-11 00:56:35 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:548.00 total_reward_ma:408.10 loss:-6.108 fps:320.6 +frame:1.09e+06 wall_t:3400 t:68125 epi:nan +opt_step:67500 lr:0.0003 alpha:0.01092 +2026-02-11 00:57:06 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:541.60 total_reward_ma:412.56 loss:-6.015 fps:320.6 +frame:1.10e+06 wall_t:3431 t:68750 epi:nan +opt_step:68125 lr:0.0003 alpha:0.01111 +2026-02-11 00:57:38 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:527.00 total_reward_ma:416.84 loss:-5.948 fps:320.6 +frame:1.11e+06 wall_t:3462 t:69375 epi:nan +opt_step:68750 lr:0.0003 alpha:0.01036 +2026-02-11 00:58:09 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:526.60 total_reward_ma:421.07 loss:-5.933 fps:320.6 +frame:1.12e+06 wall_t:3493 t:70000 epi:nan +opt_step:69375 lr:0.0003 alpha:0.01056 +2026-02-11 00:58:40 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:534.40 total_reward_ma:425.32 loss:-6.075 fps:320.7 +frame:1.13e+06 wall_t:3524 t:70625 epi:nan +opt_step:70000 lr:0.0003 alpha:0.0107 +2026-02-11 00:59:11 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:537.60 total_reward_ma:429.59 loss:-5.925 fps:320.7 +frame:1.14e+06 wall_t:3555 t:71250 epi:nan +opt_step:70625 lr:0.0003 alpha:0.009884 +2026-02-11 00:59:42 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:553.80 total_reward_ma:434.04 loss:-5.85 fps:320.7 +frame:1.15e+06 wall_t:3586 t:71875 epi:nan +opt_step:71250 lr:0.0003 alpha:0.009376 +2026-02-11 01:00:12 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:557.40 total_reward_ma:438.45 loss:-5.713 fps:320.7 +frame:1.16e+06 wall_t:3617 t:72500 epi:nan +opt_step:71875 lr:0.0003 alpha:0.009276 +2026-02-11 01:00:43 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:573.20 total_reward_ma:442.96 loss:-5.424 fps:320.8 +frame:1.17e+06 wall_t:3647 t:73125 epi:nan +opt_step:72500 lr:0.0003 alpha:0.009214 +2026-02-11 01:01:14 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:582.00 total_reward_ma:447.59 loss:-5.601 fps:320.8 +frame:1.18e+06 wall_t:3678 t:73750 epi:nan +opt_step:73125 lr:0.0003 alpha:0.009568 +2026-02-11 01:01:45 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:584.40 total_reward_ma:452.14 loss:-5.534 fps:320.8 +frame:1.19e+06 wall_t:3709 t:74375 epi:nan +opt_step:73750 lr:0.0003 alpha:0.00877 +2026-02-11 01:02:15 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:591.40 total_reward_ma:456.70 loss:-5.452 fps:320.9 +frame:1.20e+06 wall_t:3740 t:75000 epi:nan +opt_step:74375 lr:0.0003 alpha:0.008978 +2026-02-11 01:02:46 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:603.40 total_reward_ma:461.22 loss:-5.561 fps:320.9 +frame:1.21e+06 wall_t:3771 t:75625 epi:nan +opt_step:75000 lr:0.0003 alpha:0.008275 +2026-02-11 01:03:17 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:612.00 total_reward_ma:465.75 loss:-5.332 fps:321 +frame:1.22e+06 wall_t:3801 t:76250 epi:nan +opt_step:75625 lr:0.0003 alpha:0.008138 +2026-02-11 01:03:48 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:626.00 total_reward_ma:470.33 loss:-5.277 fps:320.9 +frame:1.23e+06 wall_t:3833 t:76875 epi:nan +opt_step:76250 lr:0.0003 alpha:0.008091 +2026-02-11 01:04:20 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:634.60 total_reward_ma:474.96 loss:-5.321 fps:320.9 +frame:1.24e+06 wall_t:3864 t:77500 epi:nan +opt_step:76875 lr:0.0003 alpha:0.007839 +2026-02-11 01:04:51 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:646.00 total_reward_ma:479.57 loss:-5.201 fps:320.9 +frame:1.25e+06 wall_t:3895 t:78125 epi:nan +opt_step:77500 lr:0.0003 alpha:0.00761 +2026-02-11 01:05:22 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:653.00 total_reward_ma:484.16 loss:-5.066 fps:320.9 +frame:1.26e+06 wall_t:3927 t:78750 epi:nan +opt_step:78125 lr:0.0003 alpha:0.007347 +2026-02-11 01:05:53 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:656.60 total_reward_ma:488.63 loss:-5.056 fps:321 +frame:1.27e+06 wall_t:3957 t:79375 epi:nan +opt_step:78750 lr:0.0003 alpha:0.007517 +2026-02-11 01:06:24 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:669.40 total_reward_ma:493.15 loss:-4.966 fps:321 +frame:1.28e+06 wall_t:3988 t:80000 epi:nan +opt_step:79375 lr:0.0003 alpha:0.007907 +2026-02-11 01:06:54 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:670.40 total_reward_ma:497.53 loss:-5.029 fps:321 +frame:1.29e+06 wall_t:4019 t:80625 epi:nan +opt_step:80000 lr:0.0003 alpha:0.007063 +2026-02-11 01:07:24 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:691.00 total_reward_ma:502.06 loss:-4.897 fps:321.1 +frame:1.30e+06 wall_t:4049 t:81250 epi:nan +opt_step:80625 lr:0.0003 alpha:0.006738 +2026-02-11 01:07:55 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:696.20 total_reward_ma:506.59 loss:-5.058 fps:321.2 +frame:1.31e+06 wall_t:4079 t:81875 epi:nan +opt_step:81250 lr:0.0003 alpha:0.006738 +2026-02-11 01:08:26 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:704.00 total_reward_ma:511.14 loss:-4.905 fps:321.2 +frame:1.32e+06 wall_t:4110 t:82500 epi:nan +opt_step:81875 lr:0.0003 alpha:0.006738 +2026-02-11 01:08:56 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:706.60 total_reward_ma:515.61 loss:-5.026 fps:321.2 +frame:1.33e+06 wall_t:4141 t:83125 epi:nan +opt_step:82500 lr:0.0003 alpha:0.006926 +2026-02-11 01:09:27 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:710.80 total_reward_ma:520.07 loss:-4.993 fps:321.2 +frame:1.34e+06 wall_t:4172 t:83750 epi:nan +opt_step:83125 lr:0.0003 alpha:0.006776 +2026-02-11 01:09:58 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:713.60 total_reward_ma:524.52 loss:-4.762 fps:321.3 +frame:1.35e+06 wall_t:4202 t:84375 epi:nan +opt_step:83750 lr:0.0003 alpha:0.006738 +2026-02-11 01:10:29 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:714.00 total_reward_ma:528.94 loss:-4.885 fps:321.3 +frame:1.36e+06 wall_t:4233 t:85000 epi:nan +opt_step:84375 lr:0.0003 alpha:0.006738 +2026-02-11 01:11:00 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:712.40 total_reward_ma:533.24 loss:-4.511 fps:321.3 +frame:1.37e+06 wall_t:4264 t:85625 epi:nan +opt_step:85000 lr:0.0003 alpha:0.007035 +2026-02-11 01:11:31 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:713.00 total_reward_ma:537.49 loss:-4.771 fps:321.3 +frame:1.38e+06 wall_t:4295 t:86250 epi:nan +opt_step:85625 lr:0.0003 alpha:0.006841 +2026-02-11 01:12:02 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:717.20 total_reward_ma:541.71 loss:-4.663 fps:321.3 +frame:1.39e+06 wall_t:4326 t:86875 epi:nan +opt_step:86250 lr:0.0003 alpha:0.006738 +2026-02-11 01:12:32 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:720.80 total_reward_ma:545.91 loss:-4.68 fps:321.4 +frame:1.40e+06 wall_t:4356 t:87500 epi:nan +opt_step:86875 lr:0.0003 alpha:0.00679 +2026-02-11 01:13:03 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:719.60 total_reward_ma:550.00 loss:-4.66 fps:321.4 +frame:1.41e+06 wall_t:4387 t:88125 epi:nan +opt_step:87500 lr:0.0003 alpha:0.006756 +2026-02-11 01:13:33 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:724.20 total_reward_ma:553.96 loss:-4.436 fps:321.5 +frame:1.42e+06 wall_t:4417 t:88750 epi:nan +opt_step:88125 lr:0.0003 alpha:0.006738 +2026-02-11 01:14:05 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:725.20 total_reward_ma:557.72 loss:-4.51 fps:321.4 +frame:1.43e+06 wall_t:4449 t:89375 epi:nan +opt_step:88750 lr:0.0003 alpha:0.006738 +2026-02-11 01:14:35 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:731.40 total_reward_ma:561.41 loss:-4.382 fps:321.4 +frame:1.44e+06 wall_t:4480 t:90000 epi:nan +opt_step:89375 lr:0.0003 alpha:0.006738 +2026-02-11 01:15:06 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:741.20 total_reward_ma:565.03 loss:-4.299 fps:321.4 +frame:1.45e+06 wall_t:4511 t:90625 epi:nan +opt_step:90000 lr:0.0003 alpha:0.006738 +2026-02-11 01:15:37 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:743.20 total_reward_ma:568.60 loss:-4.378 fps:321.5 +frame:1.46e+06 wall_t:4541 t:91250 epi:nan +opt_step:90625 lr:0.0003 alpha:0.006738 +2026-02-11 01:16:09 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:753.60 total_reward_ma:572.09 loss:-4.436 fps:321.5 +frame:1.47e+06 wall_t:4573 t:91875 epi:nan +opt_step:91250 lr:0.0003 alpha:0.006738 +2026-02-11 01:16:40 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:751.60 total_reward_ma:575.47 loss:-4.343 fps:321.5 +frame:1.48e+06 wall_t:4604 t:92500 epi:nan +opt_step:91875 lr:0.0003 alpha:0.006738 +2026-02-11 01:17:10 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:756.40 total_reward_ma:578.81 loss:-4.209 fps:321.5 +frame:1.49e+06 wall_t:4634 t:93125 epi:nan +opt_step:92500 lr:0.0003 alpha:0.006738 +2026-02-11 01:17:41 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:755.00 total_reward_ma:582.01 loss:-4.301 fps:321.5 +frame:1.50e+06 wall_t:4665 t:93750 epi:nan +opt_step:93125 lr:0.0003 alpha:0.006738 +2026-02-11 01:18:11 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:756.00 total_reward_ma:585.08 loss:-4.489 fps:321.6 +frame:1.51e+06 wall_t:4696 t:94375 epi:nan +opt_step:93750 lr:0.0003 alpha:0.006738 +2026-02-11 01:18:42 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:755.80 total_reward_ma:588.12 loss:-4.125 fps:321.6 +frame:1.52e+06 wall_t:4727 t:95000 epi:nan +opt_step:94375 lr:0.0003 alpha:0.006738 +2026-02-11 01:19:14 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:756.80 total_reward_ma:591.13 loss:-4.227 fps:321.6 +frame:1.53e+06 wall_t:4758 t:95625 epi:nan +opt_step:95000 lr:0.0003 alpha:0.006738 +2026-02-11 01:19:45 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:756.60 total_reward_ma:594.07 loss:-4.095 fps:321.6 +frame:1.54e+06 wall_t:4789 t:96250 epi:nan +opt_step:95625 lr:0.0003 alpha:0.006738 +2026-02-11 01:20:16 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:753.20 total_reward_ma:597.02 loss:-4.224 fps:321.5 +frame:1.55e+06 wall_t:4821 t:96875 epi:nan +opt_step:96250 lr:0.0003 alpha:0.006738 +2026-02-11 01:20:47 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:754.40 total_reward_ma:600.01 loss:-3.99 fps:321.6 +frame:1.56e+06 wall_t:4851 t:97500 epi:nan +opt_step:96875 lr:0.0003 alpha:0.006738 +2026-02-11 01:21:18 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:765.00 total_reward_ma:603.18 loss:-4.215 fps:321.6 +frame:1.57e+06 wall_t:4882 t:98125 epi:nan +opt_step:97500 lr:0.0003 alpha:0.006738 +2026-02-11 01:21:49 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:768.60 total_reward_ma:606.38 loss:-4.197 fps:321.6 +frame:1.58e+06 wall_t:4913 t:98750 epi:nan +opt_step:98125 lr:0.0003 alpha:0.006738 +2026-02-11 01:22:19 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:771.40 total_reward_ma:609.58 loss:-4.006 fps:321.7 +frame:1.59e+06 wall_t:4943 t:99375 epi:nan +opt_step:98750 lr:0.0003 alpha:0.006738 +2026-02-11 01:22:50 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:774.80 total_reward_ma:612.81 loss:-4.129 fps:321.7 +frame:1.60e+06 wall_t:4974 t:100000 epi:nan +opt_step:99375 lr:0.0003 alpha:0.006738 +2026-02-11 01:23:21 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:775.60 total_reward_ma:616.06 loss:-4.127 fps:321.7 +frame:1.61e+06 wall_t:5005 t:100625 epi:nan +opt_step:100000 lr:0.0003 alpha:0.006738 +2026-02-11 01:23:51 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:775.80 total_reward_ma:619.24 loss:-4.037 fps:321.7 +frame:1.62e+06 wall_t:5035 t:101250 epi:nan +opt_step:100625 lr:0.0003 alpha:0.006738 +2026-02-11 01:24:22 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:780.00 total_reward_ma:622.35 loss:-3.829 fps:321.8 +frame:1.63e+06 wall_t:5066 t:101875 epi:nan +opt_step:101250 lr:0.0003 alpha:0.006738 +2026-02-11 01:24:53 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:782.60 total_reward_ma:625.46 loss:-4.069 fps:321.8 +frame:1.64e+06 wall_t:5097 t:102500 epi:nan +opt_step:101875 lr:0.0003 alpha:0.006738 +2026-02-11 01:25:24 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:781.80 total_reward_ma:628.47 loss:-4.066 fps:321.7 +frame:1.65e+06 wall_t:5129 t:103125 epi:nan +opt_step:102500 lr:0.0003 alpha:0.006738 +2026-02-11 01:25:56 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:787.20 total_reward_ma:631.46 loss:-3.923 fps:321.7 +frame:1.66e+06 wall_t:5160 t:103750 epi:nan +opt_step:103125 lr:0.0003 alpha:0.006738 +2026-02-11 01:26:27 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:793.80 total_reward_ma:634.50 loss:-4.02 fps:321.7 +frame:1.67e+06 wall_t:5191 t:104375 epi:nan +opt_step:103750 lr:0.0003 alpha:0.006738 +2026-02-11 01:26:58 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:796.60 total_reward_ma:637.38 loss:-3.847 fps:321.7 +frame:1.68e+06 wall_t:5222 t:105000 epi:nan +opt_step:104375 lr:0.0003 alpha:0.006738 +2026-02-11 01:27:29 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:798.20 total_reward_ma:640.06 loss:-3.868 fps:321.7 +frame:1.69e+06 wall_t:5253 t:105625 epi:nan +opt_step:105000 lr:0.0003 alpha:0.006738 +2026-02-11 01:28:00 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:806.00 total_reward_ma:642.74 loss:-3.874 fps:321.7 +frame:1.70e+06 wall_t:5284 t:106250 epi:nan +opt_step:105625 lr:0.0003 alpha:0.006738 +2026-02-11 01:28:31 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:807.60 total_reward_ma:645.37 loss:-3.844 fps:321.7 +frame:1.71e+06 wall_t:5315 t:106875 epi:nan +opt_step:106250 lr:0.0003 alpha:0.006738 +2026-02-11 01:29:02 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:808.20 total_reward_ma:647.81 loss:-3.87 fps:321.7 +frame:1.72e+06 wall_t:5346 t:107500 epi:nan +opt_step:106875 lr:0.0003 alpha:0.006738 +2026-02-11 01:29:33 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:809.80 total_reward_ma:650.23 loss:-3.813 fps:321.7 +frame:1.73e+06 wall_t:5378 t:108125 epi:nan +opt_step:107500 lr:0.0003 alpha:0.006738 +2026-02-11 01:30:04 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:815.40 total_reward_ma:652.63 loss:-3.811 fps:321.7 +frame:1.74e+06 wall_t:5409 t:108750 epi:nan +opt_step:108125 lr:0.0003 alpha:0.006738 +2026-02-11 01:30:36 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:817.80 total_reward_ma:654.98 loss:-3.81 fps:321.7 +frame:1.75e+06 wall_t:5440 t:109375 epi:nan +opt_step:108750 lr:0.0003 alpha:0.006738 +2026-02-11 01:31:06 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:821.00 total_reward_ma:657.31 loss:-3.679 fps:321.8 +frame:1.76e+06 wall_t:5470 t:110000 epi:nan +opt_step:109375 lr:0.0003 alpha:0.006738 +2026-02-11 01:31:37 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:820.80 total_reward_ma:659.57 loss:-3.777 fps:321.8 +frame:1.77e+06 wall_t:5501 t:110625 epi:nan +opt_step:110000 lr:0.0003 alpha:0.006738 +2026-02-11 01:32:08 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:820.20 total_reward_ma:661.85 loss:-3.742 fps:321.8 +frame:1.78e+06 wall_t:5532 t:111250 epi:nan +opt_step:110625 lr:0.0003 alpha:0.006738 +2026-02-11 01:32:38 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:821.20 total_reward_ma:664.33 loss:-3.78 fps:321.8 +frame:1.79e+06 wall_t:5563 t:111875 epi:nan +opt_step:111250 lr:0.0003 alpha:0.006738 +2026-02-11 01:33:09 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:818.40 total_reward_ma:666.96 loss:-3.775 fps:321.8 +frame:1.80e+06 wall_t:5593 t:112500 epi:nan +opt_step:111875 lr:0.0003 alpha:0.006738 +2026-02-11 01:33:40 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:819.20 total_reward_ma:669.70 loss:-3.607 fps:321.8 +frame:1.81e+06 wall_t:5624 t:113125 epi:nan +opt_step:112500 lr:0.0003 alpha:0.006738 +2026-02-11 01:34:10 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:822.40 total_reward_ma:672.67 loss:-3.731 fps:321.8 +frame:1.82e+06 wall_t:5655 t:113750 epi:nan +opt_step:113125 lr:0.0003 alpha:0.006738 +2026-02-11 01:34:41 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:823.20 total_reward_ma:675.82 loss:-3.819 fps:321.8 +frame:1.83e+06 wall_t:5686 t:114375 epi:nan +opt_step:113750 lr:0.0003 alpha:0.006738 +2026-02-11 01:35:12 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:824.60 total_reward_ma:679.21 loss:-3.657 fps:321.9 +frame:1.84e+06 wall_t:5716 t:115000 epi:nan +opt_step:114375 lr:0.0003 alpha:0.006738 +2026-02-11 01:35:43 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:822.40 total_reward_ma:682.62 loss:-3.828 fps:321.9 +frame:1.85e+06 wall_t:5747 t:115625 epi:nan +opt_step:115000 lr:0.0003 alpha:0.006738 +2026-02-11 01:36:14 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:822.20 total_reward_ma:686.08 loss:-3.613 fps:321.9 +frame:1.86e+06 wall_t:5778 t:116250 epi:nan +opt_step:115625 lr:0.0003 alpha:0.006738 +2026-02-11 01:36:45 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:825.80 total_reward_ma:689.59 loss:-3.648 fps:321.9 +frame:1.87e+06 wall_t:5809 t:116875 epi:nan +opt_step:116250 lr:0.0003 alpha:0.006738 +2026-02-11 01:37:16 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:827.20 total_reward_ma:693.05 loss:-3.722 fps:321.9 +frame:1.88e+06 wall_t:5840 t:117500 epi:nan +opt_step:116875 lr:0.0003 alpha:0.006738 +2026-02-11 01:37:47 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:827.40 total_reward_ma:696.39 loss:-3.546 fps:321.9 +frame:1.89e+06 wall_t:5871 t:118125 epi:nan +opt_step:117500 lr:0.0003 alpha:0.006738 +2026-02-11 01:38:18 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:825.40 total_reward_ma:699.64 loss:-3.895 fps:321.9 +frame:1.90e+06 wall_t:5902 t:118750 epi:nan +opt_step:118125 lr:0.0003 alpha:0.006738 +2026-02-11 01:38:49 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:824.60 total_reward_ma:702.87 loss:-3.764 fps:321.9 +frame:1.91e+06 wall_t:5934 t:119375 epi:nan +opt_step:118750 lr:0.0003 alpha:0.006738 +2026-02-11 01:39:20 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:824.80 total_reward_ma:705.98 loss:-3.594 fps:321.9 +frame:1.92e+06 wall_t:5964 t:120000 epi:nan +opt_step:119375 lr:0.0003 alpha:0.006738 +2026-02-11 01:39:51 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:824.80 total_reward_ma:709.06 loss:-3.673 fps:321.9 +frame:1.93e+06 wall_t:5996 t:120625 epi:nan +opt_step:120000 lr:0.0003 alpha:0.006738 +2026-02-11 01:40:22 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:827.60 total_reward_ma:711.98 loss:-3.618 fps:321.9 +frame:1.94e+06 wall_t:6026 t:121250 epi:nan +opt_step:120625 lr:0.0003 alpha:0.006738 +2026-02-11 01:40:52 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:828.60 total_reward_ma:714.78 loss:-3.618 fps:321.9 +frame:1.95e+06 wall_t:6057 t:121875 epi:nan +opt_step:121250 lr:0.0003 alpha:0.006738 +2026-02-11 01:41:23 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:827.60 total_reward_ma:717.37 loss:-3.654 fps:321.9 +frame:1.96e+06 wall_t:6088 t:122500 epi:nan +opt_step:121875 lr:0.0003 alpha:0.006738 +2026-02-11 01:41:54 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:829.60 total_reward_ma:719.79 loss:-3.608 fps:321.9 +frame:1.97e+06 wall_t:6119 t:123125 epi:nan +opt_step:122500 lr:0.0003 alpha:0.006738 +2026-02-11 01:42:25 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:832.60 total_reward_ma:722.15 loss:-3.643 fps:322 +frame:1.98e+06 wall_t:6149 t:123750 epi:nan +opt_step:123125 lr:0.0003 alpha:0.006738 +2026-02-11 01:42:55 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:832.60 total_reward_ma:724.43 loss:-3.75 fps:322 +frame:1.99e+06 wall_t:6180 t:124375 epi:nan +opt_step:123750 lr:0.0003 alpha:0.006738 +2026-02-11 01:43:23 | INFO | PID:1306 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:835.00 total_reward_ma:726.58 loss:-3.615 fps:322.2 +frame:2.00e+06 wall_t:6207 t:125000 epi:nan +opt_step:124375 lr:0.0003 alpha:0.006738 +2026-02-11 01:43:23 | INFO | PID:1306 | slm_lab.lib.logger:info | Session 1 done diff --git a/data/sac_atari_seaquest_2026_02_10_235947/log/sac_atari_seaquest_t0_s2.log b/data/sac_atari_seaquest_2026_02_10_235947/log/sac_atari_seaquest_t0_s2.log new file mode 100644 index 0000000000000000000000000000000000000000..525d219baecc246fdafe7a944461fe083216c7da --- /dev/null +++ b/data/sac_atari_seaquest_2026_02_10_235947/log/sac_atari_seaquest_t0_s2.log @@ -0,0 +1,802 @@ +2026-02-10 23:59:53 | INFO | PID:1307 | slm_lab.env:_make_vector_env | AtariVectorEnv: 16 envs, native preprocessing +2026-02-11 00:00:52 | INFO | PID:1307 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:58.57 total_reward_ma:58.57 loss:nan fps:178.6 +frame:1.00e+04 wall_t:56 t:625 epi:nan +opt_step:0 lr:0.0003 alpha:1 +2026-02-11 00:01:23 | INFO | PID:1307 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:61.82 total_reward_ma:60.19 loss:-10.47 fps:227.3 +frame:2.00e+04 wall_t:88 t:1250 epi:nan +opt_step:625 lr:0.0003 alpha:0.8347 +2026-02-11 00:01:54 | INFO | PID:1307 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:69.63 total_reward_ma:63.34 loss:-15.79 fps:254.2 +frame:3.00e+04 wall_t:118 t:1875 epi:nan +opt_step:1250 lr:0.0003 alpha:0.7061 +2026-02-11 00:02:26 | INFO | PID:1307 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:78.29 total_reward_ma:67.08 loss:-20.15 fps:266.7 +frame:4.00e+04 wall_t:150 t:2500 epi:nan +opt_step:1875 lr:0.0003 alpha:0.6028 +2026-02-11 00:02:57 | INFO | PID:1307 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:80.00 total_reward_ma:69.66 loss:-23.81 fps:274.7 +frame:5.00e+04 wall_t:182 t:3125 epi:nan +opt_step:2500 lr:0.0003 alpha:0.5179 +2026-02-11 00:03:29 | INFO | PID:1307 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:81.80 total_reward_ma:71.68 loss:-26.49 fps:281.7 +frame:6.00e+04 wall_t:213 t:3750 epi:nan +opt_step:3125 lr:0.0003 alpha:0.4469 +2026-02-11 00:04:00 | INFO | PID:1307 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:82.60 total_reward_ma:73.24 loss:-29.76 fps:286.9 +frame:7.00e+04 wall_t:244 t:4375 epi:nan +opt_step:3750 lr:0.0003 alpha:0.3869 +2026-02-11 00:04:32 | INFO | PID:1307 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:84.60 total_reward_ma:74.66 loss:-31.44 fps:289.9 +frame:8.00e+04 wall_t:276 t:5000 epi:nan +opt_step:4375 lr:0.0003 alpha:0.3357 +2026-02-11 00:05:02 | INFO | PID:1307 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:86.00 total_reward_ma:75.92 loss:-32.79 fps:293.2 +frame:9.00e+04 wall_t:307 t:5625 epi:nan +opt_step:5000 lr:0.0003 alpha:0.2917 +2026-02-11 00:05:33 | INFO | PID:1307 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:83.20 total_reward_ma:76.65 loss:-33.06 fps:295.9 +frame:1.00e+05 wall_t:338 t:6250 epi:nan +opt_step:5625 lr:0.0003 alpha:0.2537 +2026-02-11 00:06:04 | INFO | PID:1307 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:88.60 total_reward_ma:77.74 loss:-34.43 fps:298.9 +frame:1.10e+05 wall_t:368 t:6875 epi:nan +opt_step:6250 lr:0.0003 alpha:0.2209 +2026-02-11 00:06:35 | INFO | PID:1307 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:89.00 total_reward_ma:78.68 loss:-35.14 fps:300.8 +frame:1.20e+05 wall_t:399 t:7500 epi:nan +opt_step:6875 lr:0.0003 alpha:0.1924 +2026-02-11 00:07:06 | INFO | PID:1307 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:89.00 total_reward_ma:79.47 loss:-34.98 fps:302.3 +frame:1.30e+05 wall_t:430 t:8125 epi:nan +opt_step:7500 lr:0.0003 alpha:0.1677 +2026-02-11 00:07:37 | INFO | PID:1307 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:89.00 total_reward_ma:80.15 loss:-36.19 fps:303.7 +frame:1.40e+05 wall_t:461 t:8750 epi:nan +opt_step:8125 lr:0.0003 alpha:0.1462 +2026-02-11 00:08:08 | INFO | PID:1307 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:96.60 total_reward_ma:81.25 loss:-36.16 fps:304.9 +frame:1.50e+05 wall_t:492 t:9375 epi:nan +opt_step:8750 lr:0.0003 alpha:0.1275 +2026-02-11 00:08:39 | INFO | PID:1307 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:100.40 total_reward_ma:82.44 loss:-35.3 fps:305.9 +frame:1.60e+05 wall_t:523 t:10000 epi:nan +opt_step:9375 lr:0.0003 alpha:0.1113 +2026-02-11 00:09:10 | INFO | PID:1307 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:103.40 total_reward_ma:83.68 loss:-33.98 fps:306.9 +frame:1.70e+05 wall_t:554 t:10625 epi:nan +opt_step:10000 lr:0.0003 alpha:0.09711 +2026-02-11 00:09:40 | INFO | PID:1307 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:112.40 total_reward_ma:85.27 loss:-34.55 fps:307.7 +frame:1.80e+05 wall_t:585 t:11250 epi:nan +opt_step:10625 lr:0.0003 alpha:0.08479 +2026-02-11 00:10:12 | INFO | PID:1307 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:115.40 total_reward_ma:86.86 loss:-35.02 fps:308.4 +frame:1.90e+05 wall_t:616 t:11875 epi:nan +opt_step:11250 lr:0.0003 alpha:0.07407 +2026-02-11 00:10:43 | INFO | PID:1307 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:131.20 total_reward_ma:89.08 loss:-34.45 fps:309.1 +frame:2.00e+05 wall_t:647 t:12500 epi:nan +opt_step:11875 lr:0.0003 alpha:0.06475 +2026-02-11 00:11:14 | INFO | PID:1307 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:136.80 total_reward_ma:91.35 loss:-33.42 fps:309.7 +frame:2.10e+05 wall_t:678 t:13125 epi:nan +opt_step:12500 lr:0.0003 alpha:0.05663 +2026-02-11 00:11:44 | INFO | PID:1307 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:146.20 total_reward_ma:93.84 loss:-32.82 fps:310.3 +frame:2.20e+05 wall_t:709 t:13750 epi:nan +opt_step:13125 lr:0.0003 alpha:0.04956 +2026-02-11 00:12:16 | INFO | PID:1307 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:163.80 total_reward_ma:96.88 loss:-32.31 fps:310.8 +frame:2.30e+05 wall_t:740 t:14375 epi:nan +opt_step:13750 lr:0.0003 alpha:0.04344 +2026-02-11 00:12:46 | INFO | PID:1307 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:181.20 total_reward_ma:100.40 loss:-31.19 fps:311.3 +frame:2.40e+05 wall_t:771 t:15000 epi:nan +opt_step:14375 lr:0.0003 alpha:0.03813 +2026-02-11 00:13:17 | INFO | PID:1307 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:189.00 total_reward_ma:103.94 loss:-31.34 fps:311.7 +frame:2.50e+05 wall_t:802 t:15625 epi:nan +opt_step:15000 lr:0.0003 alpha:0.03346 +2026-02-11 00:13:48 | INFO | PID:1307 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:200.20 total_reward_ma:107.64 loss:-30.64 fps:312.5 +frame:2.60e+05 wall_t:832 t:16250 epi:nan +opt_step:15625 lr:0.0003 alpha:0.02943 +2026-02-11 00:14:19 | INFO | PID:1307 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:219.40 total_reward_ma:111.78 loss:-29.22 fps:312.5 +frame:2.70e+05 wall_t:864 t:16875 epi:nan +opt_step:16250 lr:0.0003 alpha:0.02596 +2026-02-11 00:14:50 | INFO | PID:1307 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:228.60 total_reward_ma:115.95 loss:-28.28 fps:313.2 +frame:2.80e+05 wall_t:894 t:17500 epi:nan +opt_step:16875 lr:0.0003 alpha:0.02293 +2026-02-11 00:15:21 | INFO | PID:1307 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:245.00 total_reward_ma:120.40 loss:-27.64 fps:313.5 +frame:2.90e+05 wall_t:925 t:18125 epi:nan +opt_step:17500 lr:0.0003 alpha:0.02031 +2026-02-11 00:15:52 | INFO | PID:1307 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:256.40 total_reward_ma:124.94 loss:-27.62 fps:313.8 +frame:3.00e+05 wall_t:956 t:18750 epi:nan +opt_step:18125 lr:0.0003 alpha:0.01803 +2026-02-11 00:16:23 | INFO | PID:1307 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:262.60 total_reward_ma:129.38 loss:-27.16 fps:314.1 +frame:3.10e+05 wall_t:987 t:19375 epi:nan +opt_step:18750 lr:0.0003 alpha:0.01605 +2026-02-11 00:16:54 | INFO | PID:1307 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:263.20 total_reward_ma:133.56 loss:-26.08 fps:314.3 +frame:3.20e+05 wall_t:1018 t:20000 epi:nan +opt_step:19375 lr:0.0003 alpha:0.01435 +2026-02-11 00:17:25 | INFO | PID:1307 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:266.00 total_reward_ma:137.57 loss:-25.53 fps:314.6 +frame:3.30e+05 wall_t:1049 t:20625 epi:nan +opt_step:20000 lr:0.0003 alpha:0.01289 +2026-02-11 00:17:55 | INFO | PID:1307 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:272.00 total_reward_ma:141.53 loss:-24.82 fps:315.1 +frame:3.40e+05 wall_t:1079 t:21250 epi:nan +opt_step:20625 lr:0.0003 alpha:0.01156 +2026-02-11 00:18:26 | INFO | PID:1307 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:274.60 total_reward_ma:145.33 loss:-24.09 fps:315.3 +frame:3.50e+05 wall_t:1110 t:21875 epi:nan +opt_step:21250 lr:0.0003 alpha:0.01044 +2026-02-11 00:18:57 | INFO | PID:1307 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:276.20 total_reward_ma:148.96 loss:-23.7 fps:315.5 +frame:3.60e+05 wall_t:1141 t:22500 epi:nan +opt_step:21875 lr:0.0003 alpha:0.009352 +2026-02-11 00:19:28 | INFO | PID:1307 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:274.80 total_reward_ma:152.36 loss:-23.4 fps:315.7 +frame:3.70e+05 wall_t:1172 t:23125 epi:nan +opt_step:22500 lr:0.0003 alpha:0.008531 +2026-02-11 00:19:59 | INFO | PID:1307 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:271.20 total_reward_ma:155.49 loss:-22.48 fps:315.9 +frame:3.80e+05 wall_t:1203 t:23750 epi:nan +opt_step:23125 lr:0.0003 alpha:0.007924 +2026-02-11 00:20:30 | INFO | PID:1307 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:274.20 total_reward_ma:158.54 loss:-21.88 fps:316 +frame:3.90e+05 wall_t:1234 t:24375 epi:nan +opt_step:23750 lr:0.0003 alpha:0.007507 +2026-02-11 00:21:00 | INFO | PID:1307 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:278.40 total_reward_ma:161.53 loss:-21.12 fps:316.2 +frame:4.00e+05 wall_t:1265 t:25000 epi:nan +opt_step:24375 lr:0.0003 alpha:0.007098 +2026-02-11 00:21:31 | INFO | PID:1307 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:286.60 total_reward_ma:164.58 loss:-20.72 fps:316.4 +frame:4.10e+05 wall_t:1296 t:25625 epi:nan +opt_step:25000 lr:0.0003 alpha:0.006981 +2026-02-11 00:22:02 | INFO | PID:1307 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:289.00 total_reward_ma:167.55 loss:-20.23 fps:316.7 +frame:4.20e+05 wall_t:1326 t:26250 epi:nan +opt_step:25625 lr:0.0003 alpha:0.006803 +2026-02-11 00:22:33 | INFO | PID:1307 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:288.00 total_reward_ma:170.35 loss:-19.44 fps:316.9 +frame:4.30e+05 wall_t:1357 t:26875 epi:nan +opt_step:26250 lr:0.0003 alpha:0.006909 +2026-02-11 00:23:04 | INFO | PID:1307 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:295.80 total_reward_ma:173.20 loss:-19.46 fps:317 +frame:4.40e+05 wall_t:1388 t:27500 epi:nan +opt_step:26875 lr:0.0003 alpha:0.007718 +2026-02-11 00:23:35 | INFO | PID:1307 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:299.40 total_reward_ma:176.00 loss:-18.82 fps:317.1 +frame:4.50e+05 wall_t:1419 t:28125 epi:nan +opt_step:27500 lr:0.0003 alpha:0.007925 +2026-02-11 00:24:05 | INFO | PID:1307 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:303.40 total_reward_ma:178.77 loss:-18.18 fps:317.2 +frame:4.60e+05 wall_t:1450 t:28750 epi:nan +opt_step:28125 lr:0.0003 alpha:0.007967 +2026-02-11 00:24:36 | INFO | PID:1307 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:306.40 total_reward_ma:181.49 loss:-17.55 fps:317.4 +frame:4.70e+05 wall_t:1481 t:29375 epi:nan +opt_step:28750 lr:0.0003 alpha:0.008186 +2026-02-11 00:25:07 | INFO | PID:1307 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:310.60 total_reward_ma:184.18 loss:-17.34 fps:317.5 +frame:4.80e+05 wall_t:1512 t:30000 epi:nan +opt_step:29375 lr:0.0003 alpha:0.008015 +2026-02-11 00:25:38 | INFO | PID:1307 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:319.80 total_reward_ma:186.94 loss:-17.07 fps:317.8 +frame:4.90e+05 wall_t:1542 t:30625 epi:nan +opt_step:30000 lr:0.0003 alpha:0.008516 +2026-02-11 00:26:09 | INFO | PID:1307 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:336.40 total_reward_ma:189.93 loss:-16.82 fps:317.7 +frame:5.00e+05 wall_t:1574 t:31250 epi:nan +opt_step:30625 lr:0.0003 alpha:0.009524 +2026-02-11 00:26:40 | INFO | PID:1307 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:350.80 total_reward_ma:193.09 loss:-16.01 fps:318 +frame:5.10e+05 wall_t:1604 t:31875 epi:nan +opt_step:31250 lr:0.0003 alpha:0.009948 +2026-02-11 00:27:10 | INFO | PID:1307 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:360.00 total_reward_ma:196.30 loss:-15.88 fps:318 +frame:5.20e+05 wall_t:1635 t:32500 epi:nan +opt_step:31875 lr:0.0003 alpha:0.01063 +2026-02-11 00:27:41 | INFO | PID:1307 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:378.80 total_reward_ma:199.74 loss:-15.24 fps:318.1 +frame:5.30e+05 wall_t:1666 t:33125 epi:nan +opt_step:32500 lr:0.0003 alpha:0.01175 +2026-02-11 00:28:13 | INFO | PID:1307 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:385.80 total_reward_ma:203.19 loss:-15.23 fps:318.2 +frame:5.40e+05 wall_t:1697 t:33750 epi:nan +opt_step:33125 lr:0.0003 alpha:0.01214 +2026-02-11 00:28:44 | INFO | PID:1307 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:404.00 total_reward_ma:206.84 loss:-14.81 fps:318.3 +frame:5.50e+05 wall_t:1728 t:34375 epi:nan +opt_step:33750 lr:0.0003 alpha:0.01324 +2026-02-11 00:29:15 | INFO | PID:1307 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:428.80 total_reward_ma:210.80 loss:-14.23 fps:318.4 +frame:5.60e+05 wall_t:1759 t:35000 epi:nan +opt_step:34375 lr:0.0003 alpha:0.01295 +2026-02-11 00:29:45 | INFO | PID:1307 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:436.20 total_reward_ma:214.76 loss:-14.23 fps:318.4 +frame:5.70e+05 wall_t:1790 t:35625 epi:nan +opt_step:35000 lr:0.0003 alpha:0.01362 +2026-02-11 00:30:16 | INFO | PID:1307 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:453.20 total_reward_ma:218.87 loss:-13.92 fps:318.7 +frame:5.80e+05 wall_t:1820 t:36250 epi:nan +opt_step:35625 lr:0.0003 alpha:0.01511 +2026-02-11 00:30:47 | INFO | PID:1307 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:465.40 total_reward_ma:223.05 loss:-13.77 fps:318.7 +frame:5.90e+05 wall_t:1851 t:36875 epi:nan +opt_step:36250 lr:0.0003 alpha:0.01481 +2026-02-11 00:31:17 | INFO | PID:1307 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:483.00 total_reward_ma:227.38 loss:-13.14 fps:319 +frame:6.00e+05 wall_t:1881 t:37500 epi:nan +opt_step:36875 lr:0.0003 alpha:0.0153 +2026-02-11 00:31:48 | INFO | PID:1307 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:491.80 total_reward_ma:231.71 loss:-12.99 fps:319 +frame:6.10e+05 wall_t:1912 t:38125 epi:nan +opt_step:37500 lr:0.0003 alpha:0.01519 +2026-02-11 00:32:19 | INFO | PID:1307 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:519.00 total_reward_ma:236.35 loss:-12.49 fps:319.1 +frame:6.20e+05 wall_t:1943 t:38750 epi:nan +opt_step:38125 lr:0.0003 alpha:0.01507 +2026-02-11 00:32:49 | INFO | PID:1307 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:536.20 total_reward_ma:241.11 loss:-12.33 fps:319.3 +frame:6.30e+05 wall_t:1973 t:39375 epi:nan +opt_step:38750 lr:0.0003 alpha:0.0151 +2026-02-11 00:33:20 | INFO | PID:1307 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:547.80 total_reward_ma:245.90 loss:-12.27 fps:319.4 +frame:6.40e+05 wall_t:2004 t:40000 epi:nan +opt_step:39375 lr:0.0003 alpha:0.01526 +2026-02-11 00:33:51 | INFO | PID:1307 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:559.00 total_reward_ma:250.72 loss:-11.85 fps:319.4 +frame:6.50e+05 wall_t:2035 t:40625 epi:nan +opt_step:40000 lr:0.0003 alpha:0.01551 +2026-02-11 00:34:22 | INFO | PID:1307 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:563.20 total_reward_ma:255.45 loss:-11.54 fps:319.5 +frame:6.60e+05 wall_t:2066 t:41250 epi:nan +opt_step:40625 lr:0.0003 alpha:0.01507 +2026-02-11 00:34:53 | INFO | PID:1307 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:566.20 total_reward_ma:260.09 loss:-11.42 fps:319.5 +frame:6.70e+05 wall_t:2097 t:41875 epi:nan +opt_step:41250 lr:0.0003 alpha:0.0147 +2026-02-11 00:35:24 | INFO | PID:1307 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:568.60 total_reward_ma:264.63 loss:-11.27 fps:319.5 +frame:6.80e+05 wall_t:2128 t:42500 epi:nan +opt_step:41875 lr:0.0003 alpha:0.01397 +2026-02-11 00:35:55 | INFO | PID:1307 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:574.40 total_reward_ma:269.11 loss:-11.01 fps:319.6 +frame:6.90e+05 wall_t:2159 t:43125 epi:nan +opt_step:42500 lr:0.0003 alpha:0.01483 +2026-02-11 00:36:25 | INFO | PID:1307 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:573.20 total_reward_ma:273.46 loss:-10.93 fps:319.6 +frame:7.00e+05 wall_t:2190 t:43750 epi:nan +opt_step:43125 lr:0.0003 alpha:0.01457 +2026-02-11 00:36:57 | INFO | PID:1307 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:574.40 total_reward_ma:277.70 loss:-10.52 fps:319.7 +frame:7.10e+05 wall_t:2221 t:44375 epi:nan +opt_step:43750 lr:0.0003 alpha:0.01401 +2026-02-11 00:37:28 | INFO | PID:1307 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:573.00 total_reward_ma:281.80 loss:-10.27 fps:319.7 +frame:7.20e+05 wall_t:2252 t:45000 epi:nan +opt_step:44375 lr:0.0003 alpha:0.01485 +2026-02-11 00:37:59 | INFO | PID:1307 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:573.20 total_reward_ma:285.79 loss:-10.23 fps:319.8 +frame:7.30e+05 wall_t:2283 t:45625 epi:nan +opt_step:45000 lr:0.0003 alpha:0.01569 +2026-02-11 00:38:29 | INFO | PID:1307 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:572.20 total_reward_ma:289.66 loss:-9.924 fps:319.8 +frame:7.40e+05 wall_t:2314 t:46250 epi:nan +opt_step:45625 lr:0.0003 alpha:0.0148 +2026-02-11 00:39:00 | INFO | PID:1307 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:584.40 total_reward_ma:293.59 loss:-9.894 fps:320 +frame:7.50e+05 wall_t:2344 t:46875 epi:nan +opt_step:46250 lr:0.0003 alpha:0.01443 +2026-02-11 00:39:31 | INFO | PID:1307 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:590.80 total_reward_ma:297.50 loss:-9.638 fps:319.9 +frame:7.60e+05 wall_t:2376 t:47500 epi:nan +opt_step:46875 lr:0.0003 alpha:0.01491 +2026-02-11 00:40:02 | INFO | PID:1307 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:589.60 total_reward_ma:301.29 loss:-9.445 fps:320 +frame:7.70e+05 wall_t:2406 t:48125 epi:nan +opt_step:47500 lr:0.0003 alpha:0.01535 +2026-02-11 00:40:33 | INFO | PID:1307 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:595.80 total_reward_ma:305.07 loss:-9.302 fps:320.1 +frame:7.80e+05 wall_t:2437 t:48750 epi:nan +opt_step:48125 lr:0.0003 alpha:0.01485 +2026-02-11 00:41:04 | INFO | PID:1307 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:602.00 total_reward_ma:308.83 loss:-8.966 fps:320.1 +frame:7.90e+05 wall_t:2468 t:49375 epi:nan +opt_step:48750 lr:0.0003 alpha:0.0154 +2026-02-11 00:41:36 | INFO | PID:1307 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:608.60 total_reward_ma:312.58 loss:-9.053 fps:320 +frame:8.00e+05 wall_t:2500 t:50000 epi:nan +opt_step:49375 lr:0.0003 alpha:0.01513 +2026-02-11 00:42:07 | INFO | PID:1307 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:613.40 total_reward_ma:316.29 loss:-8.571 fps:320 +frame:8.10e+05 wall_t:2531 t:50625 epi:nan +opt_step:50000 lr:0.0003 alpha:0.01513 +2026-02-11 00:42:38 | INFO | PID:1307 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:621.00 total_reward_ma:320.01 loss:-8.525 fps:320.1 +frame:8.20e+05 wall_t:2562 t:51250 epi:nan +opt_step:50625 lr:0.0003 alpha:0.01583 +2026-02-11 00:43:09 | INFO | PID:1307 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:632.00 total_reward_ma:323.77 loss:-8.583 fps:320 +frame:8.30e+05 wall_t:2594 t:51875 epi:nan +opt_step:51250 lr:0.0003 alpha:0.01452 +2026-02-11 00:43:40 | INFO | PID:1307 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:633.60 total_reward_ma:327.45 loss:-8.442 fps:320 +frame:8.40e+05 wall_t:2625 t:52500 epi:nan +opt_step:51875 lr:0.0003 alpha:0.01448 +2026-02-11 00:44:11 | INFO | PID:1307 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:639.40 total_reward_ma:331.12 loss:-8.092 fps:320.2 +frame:8.50e+05 wall_t:2655 t:53125 epi:nan +opt_step:52500 lr:0.0003 alpha:0.01375 +2026-02-11 00:44:42 | INFO | PID:1307 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:645.40 total_reward_ma:334.78 loss:-8.159 fps:320.1 +frame:8.60e+05 wall_t:2687 t:53750 epi:nan +opt_step:53125 lr:0.0003 alpha:0.01344 +2026-02-11 00:45:13 | INFO | PID:1307 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:654.60 total_reward_ma:338.45 loss:-7.96 fps:320.1 +frame:8.70e+05 wall_t:2718 t:54375 epi:nan +opt_step:53750 lr:0.0003 alpha:0.01265 +2026-02-11 00:45:44 | INFO | PID:1307 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:663.60 total_reward_ma:342.15 loss:-7.784 fps:320.2 +frame:8.80e+05 wall_t:2748 t:55000 epi:nan +opt_step:54375 lr:0.0003 alpha:0.01237 +2026-02-11 00:46:15 | INFO | PID:1307 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:667.40 total_reward_ma:345.80 loss:-7.856 fps:320.3 +frame:8.90e+05 wall_t:2779 t:55625 epi:nan +opt_step:55000 lr:0.0003 alpha:0.01243 +2026-02-11 00:46:46 | INFO | PID:1307 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:673.00 total_reward_ma:349.44 loss:-7.407 fps:320.3 +frame:9.00e+05 wall_t:2810 t:56250 epi:nan +opt_step:55625 lr:0.0003 alpha:0.01257 +2026-02-11 00:47:17 | INFO | PID:1307 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:690.00 total_reward_ma:353.18 loss:-7.433 fps:320.3 +frame:9.10e+05 wall_t:2841 t:56875 epi:nan +opt_step:56250 lr:0.0003 alpha:0.01175 +2026-02-11 00:47:48 | INFO | PID:1307 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:696.60 total_reward_ma:356.91 loss:-7.327 fps:320.3 +frame:9.20e+05 wall_t:2872 t:57500 epi:nan +opt_step:56875 lr:0.0003 alpha:0.01123 +2026-02-11 00:48:19 | INFO | PID:1307 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:699.20 total_reward_ma:360.59 loss:-7.239 fps:320.4 +frame:9.30e+05 wall_t:2903 t:58125 epi:nan +opt_step:57500 lr:0.0003 alpha:0.01115 +2026-02-11 00:48:50 | INFO | PID:1307 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:707.00 total_reward_ma:364.28 loss:-6.682 fps:320.3 +frame:9.40e+05 wall_t:2935 t:58750 epi:nan +opt_step:58125 lr:0.0003 alpha:0.01055 +2026-02-11 00:49:21 | INFO | PID:1307 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:710.80 total_reward_ma:367.93 loss:-6.739 fps:320.4 +frame:9.50e+05 wall_t:2965 t:59375 epi:nan +opt_step:58750 lr:0.0003 alpha:0.009781 +2026-02-11 00:49:52 | INFO | PID:1307 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:706.20 total_reward_ma:371.45 loss:-6.82 fps:320.4 +frame:9.60e+05 wall_t:2996 t:60000 epi:nan +opt_step:59375 lr:0.0003 alpha:0.009525 +2026-02-11 00:50:23 | INFO | PID:1307 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:705.00 total_reward_ma:374.89 loss:-6.555 fps:320.4 +frame:9.70e+05 wall_t:3027 t:60625 epi:nan +opt_step:60000 lr:0.0003 alpha:0.009718 +2026-02-11 00:50:55 | INFO | PID:1307 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:705.00 total_reward_ma:378.26 loss:-6.511 fps:320.4 +frame:9.80e+05 wall_t:3059 t:61250 epi:nan +opt_step:60625 lr:0.0003 alpha:0.009715 +2026-02-11 00:51:25 | INFO | PID:1307 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:705.60 total_reward_ma:381.56 loss:-6.595 fps:320.4 +frame:9.90e+05 wall_t:3090 t:61875 epi:nan +opt_step:61250 lr:0.0003 alpha:0.009027 +2026-02-11 00:51:56 | INFO | PID:1307 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:704.60 total_reward_ma:384.80 loss:-6.221 fps:320.4 +frame:1.00e+06 wall_t:3121 t:62500 epi:nan +opt_step:61875 lr:0.0003 alpha:0.008974 +2026-02-11 00:52:27 | INFO | PID:1307 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:699.80 total_reward_ma:391.21 loss:-6.188 fps:320.4 +frame:1.01e+06 wall_t:3152 t:63125 epi:nan +opt_step:62500 lr:0.0003 alpha:0.009033 +2026-02-11 00:52:58 | INFO | PID:1307 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:692.20 total_reward_ma:397.51 loss:-6.324 fps:320.6 +frame:1.02e+06 wall_t:3182 t:63750 epi:nan +opt_step:63125 lr:0.0003 alpha:0.00879 +2026-02-11 00:53:29 | INFO | PID:1307 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:685.20 total_reward_ma:403.67 loss:-5.759 fps:320.6 +frame:1.03e+06 wall_t:3213 t:64375 epi:nan +opt_step:63750 lr:0.0003 alpha:0.009196 +2026-02-11 00:53:59 | INFO | PID:1307 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:686.20 total_reward_ma:409.75 loss:-6.018 fps:320.6 +frame:1.04e+06 wall_t:3244 t:65000 epi:nan +opt_step:64375 lr:0.0003 alpha:0.008675 +2026-02-11 00:54:30 | INFO | PID:1307 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:696.00 total_reward_ma:415.91 loss:-5.783 fps:320.7 +frame:1.05e+06 wall_t:3274 t:65625 epi:nan +opt_step:65000 lr:0.0003 alpha:0.008168 +2026-02-11 00:55:01 | INFO | PID:1307 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:698.20 total_reward_ma:422.07 loss:-5.569 fps:320.7 +frame:1.06e+06 wall_t:3305 t:66250 epi:nan +opt_step:65625 lr:0.0003 alpha:0.008585 +2026-02-11 00:55:31 | INFO | PID:1307 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:702.20 total_reward_ma:428.27 loss:-5.772 fps:320.7 +frame:1.07e+06 wall_t:3336 t:66875 epi:nan +opt_step:66250 lr:0.0003 alpha:0.008385 +2026-02-11 00:56:02 | INFO | PID:1307 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:705.40 total_reward_ma:434.47 loss:-5.494 fps:320.8 +frame:1.08e+06 wall_t:3367 t:67500 epi:nan +opt_step:66875 lr:0.0003 alpha:0.008098 +2026-02-11 00:56:34 | INFO | PID:1307 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:706.80 total_reward_ma:440.68 loss:-5.583 fps:320.8 +frame:1.09e+06 wall_t:3398 t:68125 epi:nan +opt_step:67500 lr:0.0003 alpha:0.008191 +2026-02-11 00:57:04 | INFO | PID:1307 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:706.80 total_reward_ma:446.92 loss:-5.656 fps:320.8 +frame:1.10e+06 wall_t:3429 t:68750 epi:nan +opt_step:68125 lr:0.0003 alpha:0.008069 +2026-02-11 00:57:35 | INFO | PID:1307 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:709.80 total_reward_ma:453.13 loss:-5.388 fps:320.9 +frame:1.11e+06 wall_t:3459 t:69375 epi:nan +opt_step:68750 lr:0.0003 alpha:0.007945 +2026-02-11 00:58:05 | INFO | PID:1307 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:710.80 total_reward_ma:459.35 loss:-5.533 fps:321 +frame:1.12e+06 wall_t:3489 t:70000 epi:nan +opt_step:69375 lr:0.0003 alpha:0.007767 +2026-02-11 00:58:35 | INFO | PID:1307 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:709.20 total_reward_ma:465.55 loss:-5.282 fps:321 +frame:1.13e+06 wall_t:3520 t:70625 epi:nan +opt_step:70000 lr:0.0003 alpha:0.007928 +2026-02-11 00:59:06 | INFO | PID:1307 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:704.00 total_reward_ma:471.70 loss:-5.23 fps:321.1 +frame:1.14e+06 wall_t:3550 t:71250 epi:nan +opt_step:70625 lr:0.0003 alpha:0.007456 +2026-02-11 00:59:36 | INFO | PID:1307 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:706.80 total_reward_ma:477.80 loss:-5.025 fps:321.2 +frame:1.15e+06 wall_t:3580 t:71875 epi:nan +opt_step:71250 lr:0.0003 alpha:0.007594 +2026-02-11 01:00:07 | INFO | PID:1307 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:713.20 total_reward_ma:483.93 loss:-5.055 fps:321.2 +frame:1.16e+06 wall_t:3611 t:72500 epi:nan +opt_step:71875 lr:0.0003 alpha:0.007358 +2026-02-11 01:00:37 | INFO | PID:1307 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:713.80 total_reward_ma:490.03 loss:-5.046 fps:321.3 +frame:1.17e+06 wall_t:3641 t:73125 epi:nan +opt_step:72500 lr:0.0003 alpha:0.007592 +2026-02-11 01:01:07 | INFO | PID:1307 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:720.40 total_reward_ma:496.11 loss:-4.875 fps:321.4 +frame:1.18e+06 wall_t:3672 t:73750 epi:nan +opt_step:73125 lr:0.0003 alpha:0.007523 +2026-02-11 01:01:38 | INFO | PID:1307 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:718.80 total_reward_ma:502.15 loss:-4.803 fps:321.4 +frame:1.19e+06 wall_t:3702 t:74375 epi:nan +opt_step:73750 lr:0.0003 alpha:0.007027 +2026-02-11 01:02:08 | INFO | PID:1307 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:722.00 total_reward_ma:508.06 loss:-4.8 fps:321.5 +frame:1.20e+06 wall_t:3733 t:75000 epi:nan +opt_step:74375 lr:0.0003 alpha:0.007371 +2026-02-11 01:02:39 | INFO | PID:1307 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:729.00 total_reward_ma:513.98 loss:-4.801 fps:321.5 +frame:1.21e+06 wall_t:3764 t:75625 epi:nan +opt_step:75000 lr:0.0003 alpha:0.007086 +2026-02-11 01:03:10 | INFO | PID:1307 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:739.60 total_reward_ma:519.91 loss:-4.794 fps:321.6 +frame:1.22e+06 wall_t:3794 t:76250 epi:nan +opt_step:75625 lr:0.0003 alpha:0.007074 +2026-02-11 01:03:41 | INFO | PID:1307 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:746.00 total_reward_ma:525.73 loss:-4.791 fps:321.6 +frame:1.23e+06 wall_t:3825 t:76875 epi:nan +opt_step:76250 lr:0.0003 alpha:0.007103 +2026-02-11 01:04:12 | INFO | PID:1307 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:747.60 total_reward_ma:531.40 loss:-4.612 fps:321.5 +frame:1.24e+06 wall_t:3857 t:77500 epi:nan +opt_step:76875 lr:0.0003 alpha:0.007076 +2026-02-11 01:04:42 | INFO | PID:1307 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:750.80 total_reward_ma:537.02 loss:-4.701 fps:321.6 +frame:1.25e+06 wall_t:3887 t:78125 epi:nan +opt_step:77500 lr:0.0003 alpha:0.006738 +2026-02-11 01:05:13 | INFO | PID:1307 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:754.20 total_reward_ma:542.56 loss:-4.717 fps:321.7 +frame:1.26e+06 wall_t:3917 t:78750 epi:nan +opt_step:78125 lr:0.0003 alpha:0.006738 +2026-02-11 01:05:44 | INFO | PID:1307 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:749.20 total_reward_ma:547.85 loss:-4.425 fps:321.7 +frame:1.27e+06 wall_t:3948 t:79375 epi:nan +opt_step:78750 lr:0.0003 alpha:0.006806 +2026-02-11 01:06:15 | INFO | PID:1307 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:752.00 total_reward_ma:553.09 loss:-4.589 fps:321.7 +frame:1.28e+06 wall_t:3979 t:80000 epi:nan +opt_step:79375 lr:0.0003 alpha:0.00682 +2026-02-11 01:06:46 | INFO | PID:1307 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:750.20 total_reward_ma:558.14 loss:-4.298 fps:321.6 +frame:1.29e+06 wall_t:4011 t:80625 epi:nan +opt_step:80000 lr:0.0003 alpha:0.006738 +2026-02-11 01:07:16 | INFO | PID:1307 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:751.40 total_reward_ma:563.09 loss:-4.563 fps:321.7 +frame:1.30e+06 wall_t:4041 t:81250 epi:nan +opt_step:80625 lr:0.0003 alpha:0.006774 +2026-02-11 01:07:47 | INFO | PID:1307 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:751.20 total_reward_ma:567.98 loss:-4.396 fps:321.7 +frame:1.31e+06 wall_t:4072 t:81875 epi:nan +opt_step:81250 lr:0.0003 alpha:0.006763 +2026-02-11 01:08:18 | INFO | PID:1307 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:752.00 total_reward_ma:572.86 loss:-4.335 fps:321.8 +frame:1.32e+06 wall_t:4102 t:82500 epi:nan +opt_step:81875 lr:0.0003 alpha:0.006799 +2026-02-11 01:08:49 | INFO | PID:1307 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:759.40 total_reward_ma:577.80 loss:-4.095 fps:321.7 +frame:1.33e+06 wall_t:4134 t:83125 epi:nan +opt_step:82500 lr:0.0003 alpha:0.006738 +2026-02-11 01:09:20 | INFO | PID:1307 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:768.60 total_reward_ma:582.76 loss:-4.115 fps:321.8 +frame:1.34e+06 wall_t:4164 t:83750 epi:nan +opt_step:83125 lr:0.0003 alpha:0.006741 +2026-02-11 01:09:50 | INFO | PID:1307 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:775.00 total_reward_ma:587.77 loss:-4.219 fps:321.8 +frame:1.35e+06 wall_t:4195 t:84375 epi:nan +opt_step:83750 lr:0.0003 alpha:0.007091 +2026-02-11 01:10:21 | INFO | PID:1307 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:773.20 total_reward_ma:592.74 loss:-4.129 fps:321.8 +frame:1.36e+06 wall_t:4226 t:85000 epi:nan +opt_step:84375 lr:0.0003 alpha:0.006849 +2026-02-11 01:10:52 | INFO | PID:1307 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:773.20 total_reward_ma:597.72 loss:-4.239 fps:321.8 +frame:1.37e+06 wall_t:4257 t:85625 epi:nan +opt_step:85000 lr:0.0003 alpha:0.006738 +2026-02-11 01:11:23 | INFO | PID:1307 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:772.60 total_reward_ma:602.74 loss:-4.251 fps:321.9 +frame:1.38e+06 wall_t:4287 t:86250 epi:nan +opt_step:85625 lr:0.0003 alpha:0.006738 +2026-02-11 01:11:54 | INFO | PID:1307 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:776.60 total_reward_ma:607.76 loss:-4.12 fps:321.8 +frame:1.39e+06 wall_t:4319 t:86875 epi:nan +opt_step:86250 lr:0.0003 alpha:0.006738 +2026-02-11 01:12:25 | INFO | PID:1307 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:779.40 total_reward_ma:612.77 loss:-4.09 fps:321.9 +frame:1.40e+06 wall_t:4349 t:87500 epi:nan +opt_step:86875 lr:0.0003 alpha:0.006738 +2026-02-11 01:12:56 | INFO | PID:1307 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:780.40 total_reward_ma:617.71 loss:-4.124 fps:321.9 +frame:1.41e+06 wall_t:4380 t:88125 epi:nan +opt_step:87500 lr:0.0003 alpha:0.006738 +2026-02-11 01:13:27 | INFO | PID:1307 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:779.40 total_reward_ma:622.61 loss:-4.096 fps:321.9 +frame:1.42e+06 wall_t:4411 t:88750 epi:nan +opt_step:88125 lr:0.0003 alpha:0.006738 +2026-02-11 01:13:58 | INFO | PID:1307 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:782.80 total_reward_ma:627.56 loss:-3.92 fps:321.9 +frame:1.43e+06 wall_t:4442 t:89375 epi:nan +opt_step:88750 lr:0.0003 alpha:0.006738 +2026-02-11 01:14:29 | INFO | PID:1307 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:786.20 total_reward_ma:632.46 loss:-3.945 fps:321.9 +frame:1.44e+06 wall_t:4473 t:90000 epi:nan +opt_step:89375 lr:0.0003 alpha:0.006738 +2026-02-11 01:14:59 | INFO | PID:1307 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:787.80 total_reward_ma:637.35 loss:-4.089 fps:321.9 +frame:1.45e+06 wall_t:4504 t:90625 epi:nan +opt_step:90000 lr:0.0003 alpha:0.006738 +2026-02-11 01:15:30 | INFO | PID:1307 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:791.20 total_reward_ma:642.23 loss:-4.052 fps:322 +frame:1.46e+06 wall_t:4534 t:91250 epi:nan +opt_step:90625 lr:0.0003 alpha:0.006738 +2026-02-11 01:16:01 | INFO | PID:1307 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:790.20 total_reward_ma:647.06 loss:-3.848 fps:322 +frame:1.47e+06 wall_t:4565 t:91875 epi:nan +opt_step:91250 lr:0.0003 alpha:0.006738 +2026-02-11 01:16:32 | INFO | PID:1307 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:790.40 total_reward_ma:651.86 loss:-3.923 fps:321.9 +frame:1.48e+06 wall_t:4597 t:92500 epi:nan +opt_step:91875 lr:0.0003 alpha:0.006738 +2026-02-11 01:17:03 | INFO | PID:1307 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:796.60 total_reward_ma:656.63 loss:-3.803 fps:322 +frame:1.49e+06 wall_t:4627 t:93125 epi:nan +opt_step:92500 lr:0.0003 alpha:0.006738 +2026-02-11 01:17:34 | INFO | PID:1307 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:799.00 total_reward_ma:661.26 loss:-3.691 fps:322 +frame:1.50e+06 wall_t:4658 t:93750 epi:nan +opt_step:93125 lr:0.0003 alpha:0.006738 +2026-02-11 01:18:05 | INFO | PID:1307 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:801.00 total_reward_ma:665.76 loss:-3.762 fps:322 +frame:1.51e+06 wall_t:4689 t:94375 epi:nan +opt_step:93750 lr:0.0003 alpha:0.006738 +2026-02-11 01:18:35 | INFO | PID:1307 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:804.20 total_reward_ma:670.20 loss:-3.835 fps:322 +frame:1.52e+06 wall_t:4720 t:95000 epi:nan +opt_step:94375 lr:0.0003 alpha:0.006738 +2026-02-11 01:19:06 | INFO | PID:1307 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:810.80 total_reward_ma:674.52 loss:-3.756 fps:322 +frame:1.53e+06 wall_t:4751 t:95625 epi:nan +opt_step:95000 lr:0.0003 alpha:0.006738 +2026-02-11 01:19:38 | INFO | PID:1307 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:811.60 total_reward_ma:678.78 loss:-3.887 fps:322 +frame:1.54e+06 wall_t:4782 t:96250 epi:nan +opt_step:95625 lr:0.0003 alpha:0.006738 +2026-02-11 01:20:08 | INFO | PID:1307 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:811.40 total_reward_ma:682.85 loss:-3.785 fps:322 +frame:1.55e+06 wall_t:4813 t:96875 epi:nan +opt_step:96250 lr:0.0003 alpha:0.006738 +2026-02-11 01:20:39 | INFO | PID:1307 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:813.20 total_reward_ma:686.70 loss:-3.708 fps:322 +frame:1.56e+06 wall_t:4844 t:97500 epi:nan +opt_step:96875 lr:0.0003 alpha:0.006738 +2026-02-11 01:21:10 | INFO | PID:1307 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:814.20 total_reward_ma:690.48 loss:-3.892 fps:322.1 +frame:1.57e+06 wall_t:4874 t:98125 epi:nan +opt_step:97500 lr:0.0003 alpha:0.006738 +2026-02-11 01:21:41 | INFO | PID:1307 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:819.60 total_reward_ma:694.14 loss:-3.766 fps:322.1 +frame:1.58e+06 wall_t:4906 t:98750 epi:nan +opt_step:98125 lr:0.0003 alpha:0.006738 +2026-02-11 01:22:12 | INFO | PID:1307 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:820.80 total_reward_ma:697.69 loss:-3.888 fps:322.1 +frame:1.59e+06 wall_t:4936 t:99375 epi:nan +opt_step:98750 lr:0.0003 alpha:0.006738 +2026-02-11 01:22:43 | INFO | PID:1307 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:823.60 total_reward_ma:701.10 loss:-3.89 fps:322.1 +frame:1.60e+06 wall_t:4967 t:100000 epi:nan +opt_step:99375 lr:0.0003 alpha:0.006738 +2026-02-11 01:23:13 | INFO | PID:1307 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:825.40 total_reward_ma:704.44 loss:-3.734 fps:322.1 +frame:1.61e+06 wall_t:4998 t:100625 epi:nan +opt_step:100000 lr:0.0003 alpha:0.006738 +2026-02-11 01:23:44 | INFO | PID:1307 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:826.60 total_reward_ma:707.51 loss:-3.612 fps:322.1 +frame:1.62e+06 wall_t:5029 t:101250 epi:nan +opt_step:100625 lr:0.0003 alpha:0.006738 +2026-02-11 01:24:15 | INFO | PID:1307 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:823.20 total_reward_ma:710.38 loss:-3.577 fps:322.1 +frame:1.63e+06 wall_t:5060 t:101875 epi:nan +opt_step:101250 lr:0.0003 alpha:0.006738 +2026-02-11 01:24:47 | INFO | PID:1307 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:826.40 total_reward_ma:713.17 loss:-3.79 fps:322.1 +frame:1.64e+06 wall_t:5091 t:102500 epi:nan +opt_step:101875 lr:0.0003 alpha:0.006738 +2026-02-11 01:25:17 | INFO | PID:1307 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:828.20 total_reward_ma:715.86 loss:-3.771 fps:322.1 +frame:1.65e+06 wall_t:5122 t:103125 epi:nan +opt_step:102500 lr:0.0003 alpha:0.006738 +2026-02-11 01:25:48 | INFO | PID:1307 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:828.20 total_reward_ma:718.51 loss:-3.461 fps:322.1 +frame:1.66e+06 wall_t:5153 t:103750 epi:nan +opt_step:103125 lr:0.0003 alpha:0.006738 +2026-02-11 01:26:19 | INFO | PID:1307 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:831.60 total_reward_ma:721.16 loss:-3.809 fps:322.1 +frame:1.67e+06 wall_t:5184 t:104375 epi:nan +opt_step:103750 lr:0.0003 alpha:0.006738 +2026-02-11 01:26:51 | INFO | PID:1307 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:834.20 total_reward_ma:723.82 loss:-3.771 fps:322.1 +frame:1.68e+06 wall_t:5215 t:105000 epi:nan +opt_step:104375 lr:0.0003 alpha:0.006738 +2026-02-11 01:27:21 | INFO | PID:1307 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:836.60 total_reward_ma:726.44 loss:-3.713 fps:322.2 +frame:1.69e+06 wall_t:5246 t:105625 epi:nan +opt_step:105000 lr:0.0003 alpha:0.006738 +2026-02-11 01:27:52 | INFO | PID:1307 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:839.20 total_reward_ma:729.10 loss:-3.557 fps:322.2 +frame:1.70e+06 wall_t:5276 t:106250 epi:nan +opt_step:105625 lr:0.0003 alpha:0.006738 +2026-02-11 01:28:23 | INFO | PID:1307 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:840.20 total_reward_ma:731.76 loss:-3.692 fps:322.2 +frame:1.71e+06 wall_t:5307 t:106875 epi:nan +opt_step:106250 lr:0.0003 alpha:0.006738 +2026-02-11 01:28:54 | INFO | PID:1307 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:843.60 total_reward_ma:734.47 loss:-3.748 fps:322.2 +frame:1.72e+06 wall_t:5338 t:107500 epi:nan +opt_step:106875 lr:0.0003 alpha:0.006738 +2026-02-11 01:29:25 | INFO | PID:1307 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:842.20 total_reward_ma:737.16 loss:-3.732 fps:322.2 +frame:1.73e+06 wall_t:5369 t:108125 epi:nan +opt_step:107500 lr:0.0003 alpha:0.006738 +2026-02-11 01:29:56 | INFO | PID:1307 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:844.60 total_reward_ma:739.88 loss:-3.799 fps:322.2 +frame:1.74e+06 wall_t:5400 t:108750 epi:nan +opt_step:108125 lr:0.0003 alpha:0.006738 +2026-02-11 01:30:27 | INFO | PID:1307 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:844.40 total_reward_ma:742.48 loss:-3.718 fps:322.2 +frame:1.75e+06 wall_t:5432 t:109375 epi:nan +opt_step:108750 lr:0.0003 alpha:0.006738 +2026-02-11 01:30:59 | INFO | PID:1307 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:843.80 total_reward_ma:745.01 loss:-3.79 fps:322.2 +frame:1.76e+06 wall_t:5463 t:110000 epi:nan +opt_step:109375 lr:0.0003 alpha:0.006738 +2026-02-11 01:31:30 | INFO | PID:1307 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:839.40 total_reward_ma:747.51 loss:-3.596 fps:322.2 +frame:1.77e+06 wall_t:5494 t:110625 epi:nan +opt_step:110000 lr:0.0003 alpha:0.006738 +2026-02-11 01:32:01 | INFO | PID:1307 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:841.40 total_reward_ma:749.96 loss:-3.654 fps:322.2 +frame:1.78e+06 wall_t:5525 t:111250 epi:nan +opt_step:110625 lr:0.0003 alpha:0.006738 +2026-02-11 01:32:31 | INFO | PID:1307 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:842.20 total_reward_ma:752.37 loss:-3.774 fps:322.2 +frame:1.79e+06 wall_t:5556 t:111875 epi:nan +opt_step:111250 lr:0.0003 alpha:0.006738 +2026-02-11 01:33:02 | INFO | PID:1307 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:841.80 total_reward_ma:754.70 loss:-3.653 fps:322.2 +frame:1.80e+06 wall_t:5586 t:112500 epi:nan +opt_step:111875 lr:0.0003 alpha:0.006738 +2026-02-11 01:33:32 | INFO | PID:1307 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:841.00 total_reward_ma:756.97 loss:-3.486 fps:322.2 +frame:1.81e+06 wall_t:5617 t:113125 epi:nan +opt_step:112500 lr:0.0003 alpha:0.006738 +2026-02-11 01:34:03 | INFO | PID:1307 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:841.80 total_reward_ma:759.18 loss:-3.534 fps:322.3 +frame:1.82e+06 wall_t:5647 t:113750 epi:nan +opt_step:113125 lr:0.0003 alpha:0.006738 +2026-02-11 01:34:34 | INFO | PID:1307 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:844.60 total_reward_ma:761.31 loss:-3.703 fps:322.3 +frame:1.83e+06 wall_t:5678 t:114375 epi:nan +opt_step:113750 lr:0.0003 alpha:0.006738 +2026-02-11 01:35:04 | INFO | PID:1307 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:846.00 total_reward_ma:763.43 loss:-3.596 fps:322.3 +frame:1.84e+06 wall_t:5709 t:115000 epi:nan +opt_step:114375 lr:0.0003 alpha:0.006738 +2026-02-11 01:35:35 | INFO | PID:1307 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:849.20 total_reward_ma:765.53 loss:-3.487 fps:322.3 +frame:1.85e+06 wall_t:5740 t:115625 epi:nan +opt_step:115000 lr:0.0003 alpha:0.006738 +2026-02-11 01:36:07 | INFO | PID:1307 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:851.40 total_reward_ma:767.59 loss:-3.59 fps:322.3 +frame:1.86e+06 wall_t:5771 t:116250 epi:nan +opt_step:115625 lr:0.0003 alpha:0.006738 +2026-02-11 01:36:37 | INFO | PID:1307 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:848.00 total_reward_ma:769.52 loss:-3.609 fps:322.3 +frame:1.87e+06 wall_t:5802 t:116875 epi:nan +opt_step:116250 lr:0.0003 alpha:0.006738 +2026-02-11 01:37:08 | INFO | PID:1307 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:845.80 total_reward_ma:771.35 loss:-3.44 fps:322.3 +frame:1.88e+06 wall_t:5833 t:117500 epi:nan +opt_step:116875 lr:0.0003 alpha:0.006738 +2026-02-11 01:37:39 | INFO | PID:1307 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:844.00 total_reward_ma:773.11 loss:-3.461 fps:322.3 +frame:1.89e+06 wall_t:5864 t:118125 epi:nan +opt_step:117500 lr:0.0003 alpha:0.006738 +2026-02-11 01:38:10 | INFO | PID:1307 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:840.80 total_reward_ma:774.79 loss:-3.561 fps:322.3 +frame:1.90e+06 wall_t:5895 t:118750 epi:nan +opt_step:118125 lr:0.0003 alpha:0.006738 +2026-02-11 01:38:42 | INFO | PID:1307 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:838.20 total_reward_ma:776.27 loss:-3.64 fps:322.3 +frame:1.91e+06 wall_t:5926 t:119375 epi:nan +opt_step:118750 lr:0.0003 alpha:0.006738 +2026-02-11 01:39:12 | INFO | PID:1307 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:838.80 total_reward_ma:777.69 loss:-3.444 fps:322.3 +frame:1.92e+06 wall_t:5957 t:120000 epi:nan +opt_step:119375 lr:0.0003 alpha:0.006738 +2026-02-11 01:39:43 | INFO | PID:1307 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:836.80 total_reward_ma:779.07 loss:-3.68 fps:322.3 +frame:1.93e+06 wall_t:5988 t:120625 epi:nan +opt_step:120000 lr:0.0003 alpha:0.006738 +2026-02-11 01:40:14 | INFO | PID:1307 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:831.20 total_reward_ma:780.31 loss:-3.541 fps:322.4 +frame:1.94e+06 wall_t:6018 t:121250 epi:nan +opt_step:120625 lr:0.0003 alpha:0.006738 +2026-02-11 01:40:45 | INFO | PID:1307 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:829.80 total_reward_ma:781.50 loss:-3.517 fps:322.4 +frame:1.95e+06 wall_t:6049 t:121875 epi:nan +opt_step:121250 lr:0.0003 alpha:0.006738 +2026-02-11 01:41:16 | INFO | PID:1307 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:821.20 total_reward_ma:782.65 loss:-3.575 fps:322.4 +frame:1.96e+06 wall_t:6080 t:122500 epi:nan +opt_step:121875 lr:0.0003 alpha:0.006738 +2026-02-11 01:41:47 | INFO | PID:1307 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:820.80 total_reward_ma:783.81 loss:-3.421 fps:322.4 +frame:1.97e+06 wall_t:6111 t:123125 epi:nan +opt_step:122500 lr:0.0003 alpha:0.006738 +2026-02-11 01:42:18 | INFO | PID:1307 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:822.60 total_reward_ma:784.99 loss:-3.658 fps:322.3 +frame:1.98e+06 wall_t:6143 t:123750 epi:nan +opt_step:123125 lr:0.0003 alpha:0.006738 +2026-02-11 01:42:49 | INFO | PID:1307 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:827.40 total_reward_ma:786.20 loss:-3.503 fps:322.4 +frame:1.99e+06 wall_t:6173 t:124375 epi:nan +opt_step:123750 lr:0.0003 alpha:0.006738 +2026-02-11 01:43:17 | INFO | PID:1307 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:828.20 total_reward_ma:787.44 loss:-3.61 fps:322.5 +frame:2.00e+06 wall_t:6201 t:125000 epi:nan +opt_step:124375 lr:0.0003 alpha:0.006738 +2026-02-11 01:43:18 | INFO | PID:1307 | slm_lab.lib.logger:info | Session 2 done diff --git a/data/sac_atari_seaquest_2026_02_10_235947/log/sac_atari_seaquest_t0_s3.log b/data/sac_atari_seaquest_2026_02_10_235947/log/sac_atari_seaquest_t0_s3.log new file mode 100644 index 0000000000000000000000000000000000000000..41b39ded02b96b9f257ad20a9ee4cafa741da778 --- /dev/null +++ b/data/sac_atari_seaquest_2026_02_10_235947/log/sac_atari_seaquest_t0_s3.log @@ -0,0 +1,802 @@ +2026-02-10 23:59:53 | INFO | PID:1308 | slm_lab.env:_make_vector_env | AtariVectorEnv: 16 envs, native preprocessing +2026-02-11 00:00:52 | INFO | PID:1308 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:71.67 total_reward_ma:71.67 loss:nan fps:178.6 +frame:1.00e+04 wall_t:56 t:625 epi:nan +opt_step:0 lr:0.0003 alpha:1 +2026-02-11 00:01:23 | INFO | PID:1308 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:72.86 total_reward_ma:72.26 loss:-10.38 fps:229.9 +frame:2.00e+04 wall_t:87 t:1250 epi:nan +opt_step:625 lr:0.0003 alpha:0.8345 +2026-02-11 00:01:53 | INFO | PID:1308 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:69.58 total_reward_ma:71.37 loss:-15.63 fps:254.2 +frame:3.00e+04 wall_t:118 t:1875 epi:nan +opt_step:1250 lr:0.0003 alpha:0.7059 +2026-02-11 00:02:25 | INFO | PID:1308 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:68.57 total_reward_ma:70.67 loss:-20.37 fps:266.7 +frame:4.00e+04 wall_t:150 t:2500 epi:nan +opt_step:1875 lr:0.0003 alpha:0.6026 +2026-02-11 00:02:57 | INFO | PID:1308 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:79.55 total_reward_ma:72.44 loss:-23.73 fps:276.2 +frame:5.00e+04 wall_t:181 t:3125 epi:nan +opt_step:2500 lr:0.0003 alpha:0.5177 +2026-02-11 00:03:27 | INFO | PID:1308 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:79.00 total_reward_ma:73.54 loss:-26.8 fps:283 +frame:6.00e+04 wall_t:212 t:3750 epi:nan +opt_step:3125 lr:0.0003 alpha:0.4468 +2026-02-11 00:03:59 | INFO | PID:1308 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:82.40 total_reward_ma:74.80 loss:-29.44 fps:288.1 +frame:7.00e+04 wall_t:243 t:4375 epi:nan +opt_step:3750 lr:0.0003 alpha:0.3868 +2026-02-11 00:04:30 | INFO | PID:1308 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:86.40 total_reward_ma:76.25 loss:-31.24 fps:292 +frame:8.00e+04 wall_t:274 t:5000 epi:nan +opt_step:4375 lr:0.0003 alpha:0.3356 +2026-02-11 00:05:00 | INFO | PID:1308 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:86.40 total_reward_ma:77.38 loss:-31.93 fps:295.1 +frame:9.00e+04 wall_t:305 t:5625 epi:nan +opt_step:5000 lr:0.0003 alpha:0.2916 +2026-02-11 00:05:32 | INFO | PID:1308 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:86.20 total_reward_ma:78.26 loss:-33.69 fps:296.7 +frame:1.00e+05 wall_t:337 t:6250 epi:nan +opt_step:5625 lr:0.0003 alpha:0.2537 +2026-02-11 00:06:03 | INFO | PID:1308 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:85.60 total_reward_ma:78.93 loss:-34.44 fps:299.7 +frame:1.10e+05 wall_t:367 t:6875 epi:nan +opt_step:6250 lr:0.0003 alpha:0.2208 +2026-02-11 00:06:33 | INFO | PID:1308 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:90.00 total_reward_ma:79.85 loss:-35.27 fps:302.3 +frame:1.20e+05 wall_t:397 t:7500 epi:nan +opt_step:6875 lr:0.0003 alpha:0.1924 +2026-02-11 00:07:04 | INFO | PID:1308 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:93.00 total_reward_ma:80.86 loss:-35.46 fps:303.7 +frame:1.30e+05 wall_t:428 t:8125 epi:nan +opt_step:7500 lr:0.0003 alpha:0.1676 +2026-02-11 00:07:35 | INFO | PID:1308 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:103.20 total_reward_ma:82.46 loss:-35.82 fps:305 +frame:1.40e+05 wall_t:459 t:8750 epi:nan +opt_step:8125 lr:0.0003 alpha:0.1462 +2026-02-11 00:08:05 | INFO | PID:1308 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:106.40 total_reward_ma:84.05 loss:-35.66 fps:306.1 +frame:1.50e+05 wall_t:490 t:9375 epi:nan +opt_step:8750 lr:0.0003 alpha:0.1275 +2026-02-11 00:08:36 | INFO | PID:1308 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:114.20 total_reward_ma:85.94 loss:-34.94 fps:307.1 +frame:1.60e+05 wall_t:521 t:10000 epi:nan +opt_step:9375 lr:0.0003 alpha:0.1112 +2026-02-11 00:09:08 | INFO | PID:1308 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:120.20 total_reward_ma:87.95 loss:-35.66 fps:308 +frame:1.70e+05 wall_t:552 t:10625 epi:nan +opt_step:10000 lr:0.0003 alpha:0.09707 +2026-02-11 00:09:38 | INFO | PID:1308 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:120.80 total_reward_ma:89.78 loss:-34.04 fps:309.3 +frame:1.80e+05 wall_t:582 t:11250 epi:nan +opt_step:10625 lr:0.0003 alpha:0.08476 +2026-02-11 00:10:09 | INFO | PID:1308 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:127.60 total_reward_ma:91.77 loss:-34.43 fps:310 +frame:1.90e+05 wall_t:613 t:11875 epi:nan +opt_step:11250 lr:0.0003 alpha:0.07403 +2026-02-11 00:10:40 | INFO | PID:1308 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:129.40 total_reward_ma:93.65 loss:-34.09 fps:310.6 +frame:2.00e+05 wall_t:644 t:12500 epi:nan +opt_step:11875 lr:0.0003 alpha:0.06469 +2026-02-11 00:11:10 | INFO | PID:1308 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:130.60 total_reward_ma:95.41 loss:-33.6 fps:311.1 +frame:2.10e+05 wall_t:675 t:13125 epi:nan +opt_step:12500 lr:0.0003 alpha:0.05656 +2026-02-11 00:11:41 | INFO | PID:1308 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:136.80 total_reward_ma:97.29 loss:-33.03 fps:311.6 +frame:2.20e+05 wall_t:706 t:13750 epi:nan +opt_step:13125 lr:0.0003 alpha:0.04949 +2026-02-11 00:12:12 | INFO | PID:1308 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:144.20 total_reward_ma:99.33 loss:-32.02 fps:312.5 +frame:2.30e+05 wall_t:736 t:14375 epi:nan +opt_step:13750 lr:0.0003 alpha:0.04334 +2026-02-11 00:12:42 | INFO | PID:1308 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:157.20 total_reward_ma:101.74 loss:-31.25 fps:312.9 +frame:2.40e+05 wall_t:767 t:15000 epi:nan +opt_step:14375 lr:0.0003 alpha:0.03799 +2026-02-11 00:13:13 | INFO | PID:1308 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:166.40 total_reward_ma:104.33 loss:-31.07 fps:313.3 +frame:2.50e+05 wall_t:798 t:15625 epi:nan +opt_step:15000 lr:0.0003 alpha:0.03336 +2026-02-11 00:13:45 | INFO | PID:1308 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:177.60 total_reward_ma:107.15 loss:-29.67 fps:313.6 +frame:2.60e+05 wall_t:829 t:16250 epi:nan +opt_step:15625 lr:0.0003 alpha:0.02932 +2026-02-11 00:14:15 | INFO | PID:1308 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:189.20 total_reward_ma:110.19 loss:-29.97 fps:314 +frame:2.70e+05 wall_t:860 t:16875 epi:nan +opt_step:16250 lr:0.0003 alpha:0.02583 +2026-02-11 00:14:46 | INFO | PID:1308 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:196.20 total_reward_ma:113.26 loss:-28.48 fps:314.3 +frame:2.80e+05 wall_t:891 t:17500 epi:nan +opt_step:16875 lr:0.0003 alpha:0.02284 +2026-02-11 00:15:17 | INFO | PID:1308 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:211.80 total_reward_ma:116.66 loss:-28.45 fps:314.9 +frame:2.90e+05 wall_t:921 t:18125 epi:nan +opt_step:17500 lr:0.0003 alpha:0.02028 +2026-02-11 00:15:48 | INFO | PID:1308 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:219.20 total_reward_ma:120.07 loss:-27.84 fps:315.1 +frame:3.00e+05 wall_t:952 t:18750 epi:nan +opt_step:18125 lr:0.0003 alpha:0.01805 +2026-02-11 00:16:18 | INFO | PID:1308 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:227.60 total_reward_ma:123.54 loss:-26.57 fps:315.4 +frame:3.10e+05 wall_t:983 t:19375 epi:nan +opt_step:18750 lr:0.0003 alpha:0.01617 +2026-02-11 00:16:50 | INFO | PID:1308 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:231.00 total_reward_ma:126.90 loss:-26.1 fps:315.6 +frame:3.20e+05 wall_t:1014 t:20000 epi:nan +opt_step:19375 lr:0.0003 alpha:0.01451 +2026-02-11 00:17:20 | INFO | PID:1308 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:233.00 total_reward_ma:130.12 loss:-25.46 fps:316.1 +frame:3.30e+05 wall_t:1044 t:20625 epi:nan +opt_step:20000 lr:0.0003 alpha:0.01305 +2026-02-11 00:17:51 | INFO | PID:1308 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:236.40 total_reward_ma:133.24 loss:-24.17 fps:316.3 +frame:3.40e+05 wall_t:1075 t:21250 epi:nan +opt_step:20625 lr:0.0003 alpha:0.01182 +2026-02-11 00:18:22 | INFO | PID:1308 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:241.20 total_reward_ma:136.33 loss:-23.76 fps:316.5 +frame:3.50e+05 wall_t:1106 t:21875 epi:nan +opt_step:21250 lr:0.0003 alpha:0.01071 +2026-02-11 00:18:52 | INFO | PID:1308 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:250.60 total_reward_ma:139.50 loss:-23.8 fps:316.6 +frame:3.60e+05 wall_t:1137 t:22500 epi:nan +opt_step:21875 lr:0.0003 alpha:0.009794 +2026-02-11 00:19:23 | INFO | PID:1308 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:256.20 total_reward_ma:142.65 loss:-23.01 fps:316.8 +frame:3.70e+05 wall_t:1168 t:23125 epi:nan +opt_step:22500 lr:0.0003 alpha:0.009015 +2026-02-11 00:19:54 | INFO | PID:1308 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:261.60 total_reward_ma:145.78 loss:-22.69 fps:317.2 +frame:3.80e+05 wall_t:1198 t:23750 epi:nan +opt_step:23125 lr:0.0003 alpha:0.008574 +2026-02-11 00:20:25 | INFO | PID:1308 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:267.00 total_reward_ma:148.89 loss:-21.81 fps:317.3 +frame:3.90e+05 wall_t:1229 t:24375 epi:nan +opt_step:23750 lr:0.0003 alpha:0.00823 +2026-02-11 00:20:56 | INFO | PID:1308 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:279.80 total_reward_ma:152.17 loss:-21.33 fps:317.5 +frame:4.00e+05 wall_t:1260 t:25000 epi:nan +opt_step:24375 lr:0.0003 alpha:0.008205 +2026-02-11 00:21:27 | INFO | PID:1308 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:287.40 total_reward_ma:155.46 loss:-20.86 fps:317.3 +frame:4.10e+05 wall_t:1292 t:25625 epi:nan +opt_step:25000 lr:0.0003 alpha:0.008513 +2026-02-11 00:21:58 | INFO | PID:1308 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:302.20 total_reward_ma:158.96 loss:-20.36 fps:317.5 +frame:4.20e+05 wall_t:1323 t:26250 epi:nan +opt_step:25625 lr:0.0003 alpha:0.008941 +2026-02-11 00:22:30 | INFO | PID:1308 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:325.80 total_reward_ma:162.84 loss:-19.58 fps:317.6 +frame:4.30e+05 wall_t:1354 t:26875 epi:nan +opt_step:26250 lr:0.0003 alpha:0.008832 +2026-02-11 00:23:01 | INFO | PID:1308 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:329.60 total_reward_ma:166.63 loss:-19.31 fps:317.7 +frame:4.40e+05 wall_t:1385 t:27500 epi:nan +opt_step:26875 lr:0.0003 alpha:0.009022 +2026-02-11 00:23:32 | INFO | PID:1308 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:345.80 total_reward_ma:170.61 loss:-18.98 fps:317.8 +frame:4.50e+05 wall_t:1416 t:28125 epi:nan +opt_step:27500 lr:0.0003 alpha:0.009654 +2026-02-11 00:24:02 | INFO | PID:1308 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:358.20 total_reward_ma:174.69 loss:-18.31 fps:318.1 +frame:4.60e+05 wall_t:1446 t:28750 epi:nan +opt_step:28125 lr:0.0003 alpha:0.009832 +2026-02-11 00:24:32 | INFO | PID:1308 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:366.40 total_reward_ma:178.77 loss:-17.7 fps:318.4 +frame:4.70e+05 wall_t:1476 t:29375 epi:nan +opt_step:28750 lr:0.0003 alpha:0.01053 +2026-02-11 00:25:03 | INFO | PID:1308 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:376.40 total_reward_ma:182.88 loss:-17.56 fps:318.5 +frame:4.80e+05 wall_t:1507 t:30000 epi:nan +opt_step:29375 lr:0.0003 alpha:0.01119 +2026-02-11 00:25:34 | INFO | PID:1308 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:389.80 total_reward_ma:187.11 loss:-17.11 fps:318.6 +frame:4.90e+05 wall_t:1538 t:30625 epi:nan +opt_step:30000 lr:0.0003 alpha:0.01146 +2026-02-11 00:26:04 | INFO | PID:1308 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:402.40 total_reward_ma:191.41 loss:-16.83 fps:318.7 +frame:5.00e+05 wall_t:1569 t:31250 epi:nan +opt_step:30625 lr:0.0003 alpha:0.01228 +2026-02-11 00:26:35 | INFO | PID:1308 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:414.40 total_reward_ma:195.78 loss:-16.26 fps:318.8 +frame:5.10e+05 wall_t:1600 t:31875 epi:nan +opt_step:31250 lr:0.0003 alpha:0.01282 +2026-02-11 00:27:07 | INFO | PID:1308 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:440.00 total_reward_ma:200.48 loss:-15.94 fps:318.8 +frame:5.20e+05 wall_t:1631 t:32500 epi:nan +opt_step:31875 lr:0.0003 alpha:0.01366 +2026-02-11 00:27:38 | INFO | PID:1308 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:450.60 total_reward_ma:205.20 loss:-15.6 fps:318.7 +frame:5.30e+05 wall_t:1663 t:33125 epi:nan +opt_step:32500 lr:0.0003 alpha:0.01407 +2026-02-11 00:28:09 | INFO | PID:1308 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:462.60 total_reward_ma:209.97 loss:-15.25 fps:319 +frame:5.40e+05 wall_t:1693 t:33750 epi:nan +opt_step:33125 lr:0.0003 alpha:0.01495 +2026-02-11 00:28:40 | INFO | PID:1308 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:482.20 total_reward_ma:214.92 loss:-14.94 fps:318.8 +frame:5.50e+05 wall_t:1725 t:34375 epi:nan +opt_step:33750 lr:0.0003 alpha:0.01578 +2026-02-11 00:29:12 | INFO | PID:1308 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:489.80 total_reward_ma:219.83 loss:-14.56 fps:318.9 +frame:5.60e+05 wall_t:1756 t:35000 epi:nan +opt_step:34375 lr:0.0003 alpha:0.0163 +2026-02-11 00:29:42 | INFO | PID:1308 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:496.40 total_reward_ma:224.68 loss:-14.25 fps:319.1 +frame:5.70e+05 wall_t:1786 t:35625 epi:nan +opt_step:35000 lr:0.0003 alpha:0.0166 +2026-02-11 00:30:13 | INFO | PID:1308 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:515.40 total_reward_ma:229.69 loss:-14.06 fps:319.2 +frame:5.80e+05 wall_t:1817 t:36250 epi:nan +opt_step:35625 lr:0.0003 alpha:0.01705 +2026-02-11 00:30:44 | INFO | PID:1308 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:529.00 total_reward_ma:234.76 loss:-13.7 fps:319.3 +frame:5.90e+05 wall_t:1848 t:36875 epi:nan +opt_step:36250 lr:0.0003 alpha:0.01714 +2026-02-11 00:31:15 | INFO | PID:1308 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:535.60 total_reward_ma:239.78 loss:-13.28 fps:319.3 +frame:6.00e+05 wall_t:1879 t:37500 epi:nan +opt_step:36875 lr:0.0003 alpha:0.01815 +2026-02-11 00:31:46 | INFO | PID:1308 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:557.80 total_reward_ma:244.99 loss:-13.29 fps:319.4 +frame:6.10e+05 wall_t:1910 t:38125 epi:nan +opt_step:37500 lr:0.0003 alpha:0.01867 +2026-02-11 00:32:16 | INFO | PID:1308 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:578.40 total_reward_ma:250.37 loss:-12.95 fps:319.4 +frame:6.20e+05 wall_t:1941 t:38750 epi:nan +opt_step:38125 lr:0.0003 alpha:0.01819 +2026-02-11 00:32:47 | INFO | PID:1308 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:582.60 total_reward_ma:255.64 loss:-12.67 fps:319.6 +frame:6.30e+05 wall_t:1971 t:39375 epi:nan +opt_step:38750 lr:0.0003 alpha:0.0182 +2026-02-11 00:33:18 | INFO | PID:1308 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:598.80 total_reward_ma:261.00 loss:-12.36 fps:319.7 +frame:6.40e+05 wall_t:2002 t:40000 epi:nan +opt_step:39375 lr:0.0003 alpha:0.01851 +2026-02-11 00:33:49 | INFO | PID:1308 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:608.20 total_reward_ma:266.34 loss:-12.16 fps:319.7 +frame:6.50e+05 wall_t:2033 t:40625 epi:nan +opt_step:40000 lr:0.0003 alpha:0.01866 +2026-02-11 00:34:20 | INFO | PID:1308 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:630.60 total_reward_ma:271.86 loss:-12.3 fps:319.8 +frame:6.60e+05 wall_t:2064 t:41250 epi:nan +opt_step:40625 lr:0.0003 alpha:0.01859 +2026-02-11 00:34:50 | INFO | PID:1308 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:634.40 total_reward_ma:277.27 loss:-11.97 fps:319.8 +frame:6.70e+05 wall_t:2095 t:41875 epi:nan +opt_step:41250 lr:0.0003 alpha:0.01759 +2026-02-11 00:35:21 | INFO | PID:1308 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:652.20 total_reward_ma:282.79 loss:-11.57 fps:320 +frame:6.80e+05 wall_t:2125 t:42500 epi:nan +opt_step:41875 lr:0.0003 alpha:0.01758 +2026-02-11 00:35:52 | INFO | PID:1308 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:663.80 total_reward_ma:288.31 loss:-11.4 fps:320 +frame:6.90e+05 wall_t:2156 t:43125 epi:nan +opt_step:42500 lr:0.0003 alpha:0.01707 +2026-02-11 00:36:22 | INFO | PID:1308 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:664.80 total_reward_ma:293.69 loss:-11.21 fps:320.2 +frame:7.00e+05 wall_t:2186 t:43750 epi:nan +opt_step:43125 lr:0.0003 alpha:0.01657 +2026-02-11 00:36:53 | INFO | PID:1308 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:674.00 total_reward_ma:299.05 loss:-10.95 fps:320.1 +frame:7.10e+05 wall_t:2218 t:44375 epi:nan +opt_step:43750 lr:0.0003 alpha:0.01603 +2026-02-11 00:37:24 | INFO | PID:1308 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:682.60 total_reward_ma:304.37 loss:-10.96 fps:320.3 +frame:7.20e+05 wall_t:2248 t:45000 epi:nan +opt_step:44375 lr:0.0003 alpha:0.01481 +2026-02-11 00:37:55 | INFO | PID:1308 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:688.20 total_reward_ma:309.63 loss:-10.64 fps:320.3 +frame:7.30e+05 wall_t:2279 t:45625 epi:nan +opt_step:45000 lr:0.0003 alpha:0.01407 +2026-02-11 00:38:26 | INFO | PID:1308 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:697.60 total_reward_ma:314.87 loss:-10.32 fps:320.3 +frame:7.40e+05 wall_t:2310 t:46250 epi:nan +opt_step:45625 lr:0.0003 alpha:0.01402 +2026-02-11 00:38:57 | INFO | PID:1308 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:705.60 total_reward_ma:320.08 loss:-10.28 fps:320.4 +frame:7.50e+05 wall_t:2341 t:46875 epi:nan +opt_step:46250 lr:0.0003 alpha:0.01408 +2026-02-11 00:39:27 | INFO | PID:1308 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:705.00 total_reward_ma:325.15 loss:-10.06 fps:320.4 +frame:7.60e+05 wall_t:2372 t:47500 epi:nan +opt_step:46875 lr:0.0003 alpha:0.01378 +2026-02-11 00:39:58 | INFO | PID:1308 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:704.60 total_reward_ma:330.08 loss:-9.694 fps:320.6 +frame:7.70e+05 wall_t:2402 t:48125 epi:nan +opt_step:47500 lr:0.0003 alpha:0.01316 +2026-02-11 00:40:28 | INFO | PID:1308 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:705.00 total_reward_ma:334.88 loss:-9.97 fps:320.6 +frame:7.80e+05 wall_t:2433 t:48750 epi:nan +opt_step:48125 lr:0.0003 alpha:0.01249 +2026-02-11 00:40:59 | INFO | PID:1308 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:704.40 total_reward_ma:339.56 loss:-9.396 fps:320.7 +frame:7.90e+05 wall_t:2463 t:49375 epi:nan +opt_step:48750 lr:0.0003 alpha:0.01246 +2026-02-11 00:41:29 | INFO | PID:1308 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:704.00 total_reward_ma:344.12 loss:-9.077 fps:320.9 +frame:8.00e+05 wall_t:2493 t:50000 epi:nan +opt_step:49375 lr:0.0003 alpha:0.01143 +2026-02-11 00:42:00 | INFO | PID:1308 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:707.20 total_reward_ma:348.60 loss:-9.032 fps:320.8 +frame:8.10e+05 wall_t:2525 t:50625 epi:nan +opt_step:50000 lr:0.0003 alpha:0.01162 +2026-02-11 00:42:31 | INFO | PID:1308 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:704.00 total_reward_ma:352.93 loss:-8.962 fps:320.8 +frame:8.20e+05 wall_t:2556 t:51250 epi:nan +opt_step:50625 lr:0.0003 alpha:0.0113 +2026-02-11 00:43:02 | INFO | PID:1308 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:705.40 total_reward_ma:357.18 loss:-8.744 fps:320.8 +frame:8.30e+05 wall_t:2587 t:51875 epi:nan +opt_step:51250 lr:0.0003 alpha:0.01096 +2026-02-11 00:43:33 | INFO | PID:1308 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:703.20 total_reward_ma:361.30 loss:-8.481 fps:321 +frame:8.40e+05 wall_t:2617 t:52500 epi:nan +opt_step:51875 lr:0.0003 alpha:0.01066 +2026-02-11 00:44:04 | INFO | PID:1308 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:701.40 total_reward_ma:365.30 loss:-8.402 fps:321 +frame:8.50e+05 wall_t:2648 t:53125 epi:nan +opt_step:52500 lr:0.0003 alpha:0.01064 +2026-02-11 00:44:35 | INFO | PID:1308 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:700.20 total_reward_ma:369.19 loss:-8.364 fps:321 +frame:8.60e+05 wall_t:2679 t:53750 epi:nan +opt_step:53125 lr:0.0003 alpha:0.0106 +2026-02-11 00:45:05 | INFO | PID:1308 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:700.00 total_reward_ma:373.00 loss:-7.88 fps:321 +frame:8.70e+05 wall_t:2710 t:54375 epi:nan +opt_step:53750 lr:0.0003 alpha:0.0109 +2026-02-11 00:45:37 | INFO | PID:1308 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:703.00 total_reward_ma:376.75 loss:-8.033 fps:321.1 +frame:8.80e+05 wall_t:2741 t:55000 epi:nan +opt_step:54375 lr:0.0003 alpha:0.01047 +2026-02-11 00:46:07 | INFO | PID:1308 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:702.80 total_reward_ma:380.41 loss:-7.895 fps:321.1 +frame:8.90e+05 wall_t:2772 t:55625 epi:nan +opt_step:55000 lr:0.0003 alpha:0.01054 +2026-02-11 00:46:38 | INFO | PID:1308 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:701.60 total_reward_ma:383.98 loss:-7.54 fps:321.1 +frame:9.00e+05 wall_t:2803 t:56250 epi:nan +opt_step:55625 lr:0.0003 alpha:0.01065 +2026-02-11 00:47:10 | INFO | PID:1308 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:699.60 total_reward_ma:387.45 loss:-7.552 fps:321.1 +frame:9.10e+05 wall_t:2834 t:56875 epi:nan +opt_step:56250 lr:0.0003 alpha:0.01137 +2026-02-11 00:47:41 | INFO | PID:1308 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:699.40 total_reward_ma:390.84 loss:-7.553 fps:321.1 +frame:9.20e+05 wall_t:2865 t:57500 epi:nan +opt_step:56875 lr:0.0003 alpha:0.01063 +2026-02-11 00:48:12 | INFO | PID:1308 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:696.80 total_reward_ma:394.13 loss:-7.229 fps:321.1 +frame:9.30e+05 wall_t:2896 t:58125 epi:nan +opt_step:57500 lr:0.0003 alpha:0.01079 +2026-02-11 00:48:43 | INFO | PID:1308 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:700.80 total_reward_ma:397.39 loss:-7.311 fps:321.1 +frame:9.40e+05 wall_t:2927 t:58750 epi:nan +opt_step:58125 lr:0.0003 alpha:0.01075 +2026-02-11 00:49:14 | INFO | PID:1308 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:701.00 total_reward_ma:400.59 loss:-6.954 fps:321.2 +frame:9.50e+05 wall_t:2958 t:59375 epi:nan +opt_step:58750 lr:0.0003 alpha:0.0108 +2026-02-11 00:49:44 | INFO | PID:1308 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:698.80 total_reward_ma:403.69 loss:-6.956 fps:321.3 +frame:9.60e+05 wall_t:2988 t:60000 epi:nan +opt_step:59375 lr:0.0003 alpha:0.01073 +2026-02-11 00:50:15 | INFO | PID:1308 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:684.00 total_reward_ma:406.58 loss:-6.757 fps:321.3 +frame:9.70e+05 wall_t:3019 t:60625 epi:nan +opt_step:60000 lr:0.0003 alpha:0.01055 +2026-02-11 00:50:45 | INFO | PID:1308 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:667.40 total_reward_ma:409.24 loss:-6.704 fps:321.4 +frame:9.80e+05 wall_t:3049 t:61250 epi:nan +opt_step:60625 lr:0.0003 alpha:0.01067 +2026-02-11 00:51:16 | INFO | PID:1308 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:635.40 total_reward_ma:411.53 loss:-6.469 fps:321.3 +frame:9.90e+05 wall_t:3081 t:61875 epi:nan +opt_step:61250 lr:0.0003 alpha:0.01024 +2026-02-11 00:51:47 | INFO | PID:1308 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:617.80 total_reward_ma:413.59 loss:-6.737 fps:321.3 +frame:1.00e+06 wall_t:3112 t:62500 epi:nan +opt_step:61875 lr:0.0003 alpha:0.01044 +2026-02-11 00:52:18 | INFO | PID:1308 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:596.60 total_reward_ma:418.84 loss:-6.651 fps:321.3 +frame:1.01e+06 wall_t:3143 t:63125 epi:nan +opt_step:62500 lr:0.0003 alpha:0.0105 +2026-02-11 00:52:49 | INFO | PID:1308 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:582.40 total_reward_ma:423.93 loss:-6.347 fps:321.5 +frame:1.02e+06 wall_t:3173 t:63750 epi:nan +opt_step:63125 lr:0.0003 alpha:0.01034 +2026-02-11 00:53:20 | INFO | PID:1308 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:567.60 total_reward_ma:428.92 loss:-6.312 fps:321.5 +frame:1.03e+06 wall_t:3204 t:64375 epi:nan +opt_step:63750 lr:0.0003 alpha:0.01029 +2026-02-11 00:53:50 | INFO | PID:1308 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:545.40 total_reward_ma:433.68 loss:-6.405 fps:321.5 +frame:1.04e+06 wall_t:3235 t:65000 epi:nan +opt_step:64375 lr:0.0003 alpha:0.01043 +2026-02-11 00:54:21 | INFO | PID:1308 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:534.60 total_reward_ma:438.23 loss:-6.116 fps:321.5 +frame:1.05e+06 wall_t:3266 t:65625 epi:nan +opt_step:65000 lr:0.0003 alpha:0.01053 +2026-02-11 00:54:52 | INFO | PID:1308 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:519.80 total_reward_ma:442.64 loss:-6.088 fps:321.6 +frame:1.06e+06 wall_t:3296 t:66250 epi:nan +opt_step:65625 lr:0.0003 alpha:0.01013 +2026-02-11 00:55:23 | INFO | PID:1308 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:514.80 total_reward_ma:446.97 loss:-5.998 fps:321.6 +frame:1.07e+06 wall_t:3327 t:66875 epi:nan +opt_step:66250 lr:0.0003 alpha:0.009146 +2026-02-11 00:55:53 | INFO | PID:1308 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:501.60 total_reward_ma:451.12 loss:-5.906 fps:321.6 +frame:1.08e+06 wall_t:3358 t:67500 epi:nan +opt_step:66875 lr:0.0003 alpha:0.008672 +2026-02-11 00:56:24 | INFO | PID:1308 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:491.40 total_reward_ma:455.17 loss:-5.986 fps:321.6 +frame:1.09e+06 wall_t:3389 t:68125 epi:nan +opt_step:67500 lr:0.0003 alpha:0.008885 +2026-02-11 00:56:55 | INFO | PID:1308 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:482.40 total_reward_ma:459.13 loss:-5.798 fps:321.7 +frame:1.10e+06 wall_t:3419 t:68750 epi:nan +opt_step:68125 lr:0.0003 alpha:0.008397 +2026-02-11 00:57:26 | INFO | PID:1308 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:485.20 total_reward_ma:463.13 loss:-5.778 fps:321.6 +frame:1.11e+06 wall_t:3451 t:69375 epi:nan +opt_step:68750 lr:0.0003 alpha:0.008857 +2026-02-11 00:57:57 | INFO | PID:1308 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:488.20 total_reward_ma:467.11 loss:-5.863 fps:321.7 +frame:1.12e+06 wall_t:3482 t:70000 epi:nan +opt_step:69375 lr:0.0003 alpha:0.008551 +2026-02-11 00:58:28 | INFO | PID:1308 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:497.80 total_reward_ma:471.16 loss:-5.658 fps:321.8 +frame:1.13e+06 wall_t:3512 t:70625 epi:nan +opt_step:70000 lr:0.0003 alpha:0.008875 +2026-02-11 00:58:58 | INFO | PID:1308 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:509.60 total_reward_ma:475.22 loss:-5.554 fps:321.9 +frame:1.14e+06 wall_t:3542 t:71250 epi:nan +opt_step:70625 lr:0.0003 alpha:0.008602 +2026-02-11 00:59:28 | INFO | PID:1308 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:526.00 total_reward_ma:479.42 loss:-5.532 fps:321.9 +frame:1.15e+06 wall_t:3572 t:71875 epi:nan +opt_step:71250 lr:0.0003 alpha:0.008828 +2026-02-11 00:59:58 | INFO | PID:1308 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:530.80 total_reward_ma:483.58 loss:-5.44 fps:322 +frame:1.16e+06 wall_t:3603 t:72500 epi:nan +opt_step:71875 lr:0.0003 alpha:0.009126 +2026-02-11 01:00:29 | INFO | PID:1308 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:552.20 total_reward_ma:487.90 loss:-5.506 fps:322 +frame:1.17e+06 wall_t:3634 t:73125 epi:nan +opt_step:72500 lr:0.0003 alpha:0.008409 +2026-02-11 01:01:00 | INFO | PID:1308 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:565.20 total_reward_ma:492.35 loss:-5.151 fps:322.1 +frame:1.18e+06 wall_t:3664 t:73750 epi:nan +opt_step:73125 lr:0.0003 alpha:0.008128 +2026-02-11 01:01:31 | INFO | PID:1308 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:566.40 total_reward_ma:496.73 loss:-5.247 fps:322.1 +frame:1.19e+06 wall_t:3695 t:74375 epi:nan +opt_step:73750 lr:0.0003 alpha:0.008033 +2026-02-11 01:02:02 | INFO | PID:1308 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:574.00 total_reward_ma:501.18 loss:-5.096 fps:322.1 +frame:1.20e+06 wall_t:3726 t:75000 epi:nan +opt_step:74375 lr:0.0003 alpha:0.007907 +2026-02-11 01:02:32 | INFO | PID:1308 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:590.40 total_reward_ma:505.78 loss:-5.143 fps:322.1 +frame:1.21e+06 wall_t:3757 t:75625 epi:nan +opt_step:75000 lr:0.0003 alpha:0.007768 +2026-02-11 01:03:03 | INFO | PID:1308 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:601.00 total_reward_ma:510.42 loss:-5.023 fps:322.2 +frame:1.22e+06 wall_t:3787 t:76250 epi:nan +opt_step:75625 lr:0.0003 alpha:0.007605 +2026-02-11 01:03:34 | INFO | PID:1308 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:617.00 total_reward_ma:515.15 loss:-4.901 fps:322.2 +frame:1.23e+06 wall_t:3818 t:76875 epi:nan +opt_step:76250 lr:0.0003 alpha:0.007622 +2026-02-11 01:04:04 | INFO | PID:1308 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:626.00 total_reward_ma:519.84 loss:-4.765 fps:322.2 +frame:1.24e+06 wall_t:3849 t:77500 epi:nan +opt_step:76875 lr:0.0003 alpha:0.007429 +2026-02-11 01:04:35 | INFO | PID:1308 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:638.00 total_reward_ma:524.55 loss:-4.859 fps:322.2 +frame:1.25e+06 wall_t:3879 t:78125 epi:nan +opt_step:77500 lr:0.0003 alpha:0.007179 +2026-02-11 01:05:05 | INFO | PID:1308 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:645.80 total_reward_ma:529.23 loss:-4.932 fps:322.3 +frame:1.26e+06 wall_t:3910 t:78750 epi:nan +opt_step:78125 lr:0.0003 alpha:0.007362 +2026-02-11 01:05:36 | INFO | PID:1308 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:649.60 total_reward_ma:533.84 loss:-4.826 fps:322.3 +frame:1.27e+06 wall_t:3941 t:79375 epi:nan +opt_step:78750 lr:0.0003 alpha:0.007384 +2026-02-11 01:06:07 | INFO | PID:1308 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:658.40 total_reward_ma:538.46 loss:-4.726 fps:322.3 +frame:1.28e+06 wall_t:3971 t:80000 epi:nan +opt_step:79375 lr:0.0003 alpha:0.007293 +2026-02-11 01:06:38 | INFO | PID:1308 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:670.80 total_reward_ma:543.05 loss:-4.94 fps:322.3 +frame:1.29e+06 wall_t:4002 t:80625 epi:nan +opt_step:80000 lr:0.0003 alpha:0.007428 +2026-02-11 01:07:08 | INFO | PID:1308 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:680.40 total_reward_ma:547.66 loss:-4.539 fps:322.3 +frame:1.30e+06 wall_t:4033 t:81250 epi:nan +opt_step:80625 lr:0.0003 alpha:0.008149 +2026-02-11 01:07:39 | INFO | PID:1308 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:681.60 total_reward_ma:552.20 loss:-4.585 fps:322.4 +frame:1.31e+06 wall_t:4063 t:81875 epi:nan +opt_step:81250 lr:0.0003 alpha:0.007705 +2026-02-11 01:08:10 | INFO | PID:1308 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:684.20 total_reward_ma:556.73 loss:-4.557 fps:322.4 +frame:1.32e+06 wall_t:4094 t:82500 epi:nan +opt_step:81875 lr:0.0003 alpha:0.008197 +2026-02-11 01:08:40 | INFO | PID:1308 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:689.60 total_reward_ma:561.30 loss:-4.415 fps:322.4 +frame:1.33e+06 wall_t:4125 t:83125 epi:nan +opt_step:82500 lr:0.0003 alpha:0.007809 +2026-02-11 01:09:11 | INFO | PID:1308 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:693.20 total_reward_ma:565.87 loss:-4.37 fps:322.4 +frame:1.34e+06 wall_t:4156 t:83750 epi:nan +opt_step:83125 lr:0.0003 alpha:0.007405 +2026-02-11 01:09:42 | INFO | PID:1308 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:703.60 total_reward_ma:570.49 loss:-4.436 fps:322.4 +frame:1.35e+06 wall_t:4187 t:84375 epi:nan +opt_step:83750 lr:0.0003 alpha:0.007243 +2026-02-11 01:10:13 | INFO | PID:1308 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:703.60 total_reward_ma:575.02 loss:-4.453 fps:322.5 +frame:1.36e+06 wall_t:4217 t:85000 epi:nan +opt_step:84375 lr:0.0003 alpha:0.007259 +2026-02-11 01:10:43 | INFO | PID:1308 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:706.60 total_reward_ma:579.53 loss:-4.076 fps:322.5 +frame:1.37e+06 wall_t:4248 t:85625 epi:nan +opt_step:85000 lr:0.0003 alpha:0.007036 +2026-02-11 01:11:14 | INFO | PID:1308 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:708.00 total_reward_ma:583.99 loss:-4.358 fps:322.6 +frame:1.38e+06 wall_t:4278 t:86250 epi:nan +opt_step:85625 lr:0.0003 alpha:0.007051 +2026-02-11 01:11:45 | INFO | PID:1308 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:718.80 total_reward_ma:588.51 loss:-4.307 fps:322.6 +frame:1.39e+06 wall_t:4309 t:86875 epi:nan +opt_step:86250 lr:0.0003 alpha:0.006996 +2026-02-11 01:12:15 | INFO | PID:1308 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:721.80 total_reward_ma:592.93 loss:-4.424 fps:322.7 +frame:1.40e+06 wall_t:4339 t:87500 epi:nan +opt_step:86875 lr:0.0003 alpha:0.00709 +2026-02-11 01:12:46 | INFO | PID:1308 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:721.60 total_reward_ma:597.27 loss:-4.172 fps:322.7 +frame:1.41e+06 wall_t:4370 t:88125 epi:nan +opt_step:87500 lr:0.0003 alpha:0.006933 +2026-02-11 01:13:17 | INFO | PID:1308 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:729.20 total_reward_ma:601.54 loss:-4.189 fps:322.7 +frame:1.42e+06 wall_t:4401 t:88750 epi:nan +opt_step:88125 lr:0.0003 alpha:0.006738 +2026-02-11 01:13:48 | INFO | PID:1308 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:728.40 total_reward_ma:605.57 loss:-4.171 fps:322.7 +frame:1.43e+06 wall_t:4432 t:89375 epi:nan +opt_step:88750 lr:0.0003 alpha:0.006941 +2026-02-11 01:14:18 | INFO | PID:1308 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:733.80 total_reward_ma:609.61 loss:-4.18 fps:322.7 +frame:1.44e+06 wall_t:4463 t:90000 epi:nan +opt_step:89375 lr:0.0003 alpha:0.006746 +2026-02-11 01:14:49 | INFO | PID:1308 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:735.80 total_reward_ma:613.51 loss:-4.191 fps:322.7 +frame:1.45e+06 wall_t:4493 t:90625 epi:nan +opt_step:90000 lr:0.0003 alpha:0.006738 +2026-02-11 01:15:20 | INFO | PID:1308 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:739.80 total_reward_ma:617.32 loss:-4.181 fps:322.7 +frame:1.46e+06 wall_t:4525 t:91250 epi:nan +opt_step:90625 lr:0.0003 alpha:0.006738 +2026-02-11 01:15:51 | INFO | PID:1308 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:740.80 total_reward_ma:621.07 loss:-4.163 fps:322.7 +frame:1.47e+06 wall_t:4555 t:91875 epi:nan +opt_step:91250 lr:0.0003 alpha:0.006738 +2026-02-11 01:16:22 | INFO | PID:1308 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:745.80 total_reward_ma:624.76 loss:-3.988 fps:322.7 +frame:1.48e+06 wall_t:4586 t:92500 epi:nan +opt_step:91875 lr:0.0003 alpha:0.006738 +2026-02-11 01:16:53 | INFO | PID:1308 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:750.40 total_reward_ma:628.37 loss:-4.021 fps:322.7 +frame:1.49e+06 wall_t:4618 t:93125 epi:nan +opt_step:92500 lr:0.0003 alpha:0.006738 +2026-02-11 01:17:24 | INFO | PID:1308 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:753.60 total_reward_ma:631.88 loss:-4.207 fps:322.7 +frame:1.50e+06 wall_t:4649 t:93750 epi:nan +opt_step:93125 lr:0.0003 alpha:0.006738 +2026-02-11 01:17:55 | INFO | PID:1308 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:754.80 total_reward_ma:635.28 loss:-4.041 fps:322.6 +frame:1.51e+06 wall_t:4680 t:94375 epi:nan +opt_step:93750 lr:0.0003 alpha:0.006738 +2026-02-11 01:18:26 | INFO | PID:1308 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:769.40 total_reward_ma:638.58 loss:-3.886 fps:322.6 +frame:1.52e+06 wall_t:4711 t:95000 epi:nan +opt_step:94375 lr:0.0003 alpha:0.006738 +2026-02-11 01:18:57 | INFO | PID:1308 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:772.40 total_reward_ma:641.80 loss:-3.965 fps:322.7 +frame:1.53e+06 wall_t:4741 t:95625 epi:nan +opt_step:95000 lr:0.0003 alpha:0.006738 +2026-02-11 01:19:28 | INFO | PID:1308 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:780.40 total_reward_ma:644.97 loss:-3.771 fps:322.7 +frame:1.54e+06 wall_t:4772 t:96250 epi:nan +opt_step:95625 lr:0.0003 alpha:0.006738 +2026-02-11 01:19:59 | INFO | PID:1308 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:779.00 total_reward_ma:647.94 loss:-3.832 fps:322.7 +frame:1.55e+06 wall_t:4803 t:96875 epi:nan +opt_step:96250 lr:0.0003 alpha:0.006738 +2026-02-11 01:20:30 | INFO | PID:1308 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:786.60 total_reward_ma:650.91 loss:-3.96 fps:322.7 +frame:1.56e+06 wall_t:4834 t:97500 epi:nan +opt_step:96875 lr:0.0003 alpha:0.006738 +2026-02-11 01:21:01 | INFO | PID:1308 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:781.00 total_reward_ma:653.76 loss:-4.006 fps:322.7 +frame:1.57e+06 wall_t:4865 t:98125 epi:nan +opt_step:97500 lr:0.0003 alpha:0.006738 +2026-02-11 01:21:31 | INFO | PID:1308 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:781.60 total_reward_ma:656.42 loss:-3.802 fps:322.7 +frame:1.58e+06 wall_t:4896 t:98750 epi:nan +opt_step:98125 lr:0.0003 alpha:0.006738 +2026-02-11 01:22:02 | INFO | PID:1308 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:785.00 total_reward_ma:658.98 loss:-3.746 fps:322.8 +frame:1.59e+06 wall_t:4926 t:99375 epi:nan +opt_step:98750 lr:0.0003 alpha:0.006738 +2026-02-11 01:22:33 | INFO | PID:1308 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:782.80 total_reward_ma:661.45 loss:-3.863 fps:322.8 +frame:1.60e+06 wall_t:4957 t:100000 epi:nan +opt_step:99375 lr:0.0003 alpha:0.006738 +2026-02-11 01:23:04 | INFO | PID:1308 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:785.80 total_reward_ma:663.73 loss:-3.861 fps:322.8 +frame:1.61e+06 wall_t:4988 t:100625 epi:nan +opt_step:100000 lr:0.0003 alpha:0.006738 +2026-02-11 01:23:35 | INFO | PID:1308 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:788.80 total_reward_ma:665.83 loss:-3.787 fps:322.8 +frame:1.62e+06 wall_t:5019 t:101250 epi:nan +opt_step:100625 lr:0.0003 alpha:0.006738 +2026-02-11 01:24:05 | INFO | PID:1308 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:790.40 total_reward_ma:667.91 loss:-3.837 fps:322.8 +frame:1.63e+06 wall_t:5050 t:101875 epi:nan +opt_step:101250 lr:0.0003 alpha:0.006738 +2026-02-11 01:24:36 | INFO | PID:1308 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:789.80 total_reward_ma:669.82 loss:-3.825 fps:322.8 +frame:1.64e+06 wall_t:5081 t:102500 epi:nan +opt_step:101875 lr:0.0003 alpha:0.006738 +2026-02-11 01:25:07 | INFO | PID:1308 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:785.80 total_reward_ma:671.60 loss:-3.912 fps:322.8 +frame:1.65e+06 wall_t:5111 t:103125 epi:nan +opt_step:102500 lr:0.0003 alpha:0.006738 +2026-02-11 01:25:38 | INFO | PID:1308 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:788.40 total_reward_ma:673.18 loss:-3.926 fps:322.8 +frame:1.66e+06 wall_t:5142 t:103750 epi:nan +opt_step:103125 lr:0.0003 alpha:0.006738 +2026-02-11 01:26:08 | INFO | PID:1308 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:789.60 total_reward_ma:674.73 loss:-3.875 fps:322.9 +frame:1.67e+06 wall_t:5172 t:104375 epi:nan +opt_step:103750 lr:0.0003 alpha:0.006738 +2026-02-11 01:26:39 | INFO | PID:1308 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:793.00 total_reward_ma:676.14 loss:-3.77 fps:322.9 +frame:1.68e+06 wall_t:5203 t:105000 epi:nan +opt_step:104375 lr:0.0003 alpha:0.006738 +2026-02-11 01:27:10 | INFO | PID:1308 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:794.80 total_reward_ma:677.45 loss:-3.827 fps:322.9 +frame:1.69e+06 wall_t:5234 t:105625 epi:nan +opt_step:105000 lr:0.0003 alpha:0.006738 +2026-02-11 01:27:41 | INFO | PID:1308 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:791.80 total_reward_ma:678.72 loss:-3.715 fps:322.9 +frame:1.70e+06 wall_t:5265 t:106250 epi:nan +opt_step:105625 lr:0.0003 alpha:0.006738 +2026-02-11 01:28:12 | INFO | PID:1308 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:793.20 total_reward_ma:679.91 loss:-3.794 fps:322.9 +frame:1.71e+06 wall_t:5296 t:106875 epi:nan +opt_step:106250 lr:0.0003 alpha:0.006738 +2026-02-11 01:28:43 | INFO | PID:1308 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:794.40 total_reward_ma:681.03 loss:-3.693 fps:322.9 +frame:1.72e+06 wall_t:5327 t:107500 epi:nan +opt_step:106875 lr:0.0003 alpha:0.006738 +2026-02-11 01:29:14 | INFO | PID:1308 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:795.80 total_reward_ma:682.10 loss:-3.904 fps:322.9 +frame:1.73e+06 wall_t:5358 t:108125 epi:nan +opt_step:107500 lr:0.0003 alpha:0.006738 +2026-02-11 01:29:45 | INFO | PID:1308 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:799.00 total_reward_ma:683.12 loss:-3.832 fps:322.9 +frame:1.74e+06 wall_t:5389 t:108750 epi:nan +opt_step:108125 lr:0.0003 alpha:0.006738 +2026-02-11 01:30:16 | INFO | PID:1308 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:796.60 total_reward_ma:684.03 loss:-3.811 fps:322.9 +frame:1.75e+06 wall_t:5420 t:109375 epi:nan +opt_step:108750 lr:0.0003 alpha:0.006738 +2026-02-11 01:30:46 | INFO | PID:1308 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:802.80 total_reward_ma:685.00 loss:-3.803 fps:322.9 +frame:1.76e+06 wall_t:5451 t:110000 epi:nan +opt_step:109375 lr:0.0003 alpha:0.006738 +2026-02-11 01:31:17 | INFO | PID:1308 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:803.20 total_reward_ma:685.99 loss:-3.669 fps:322.9 +frame:1.77e+06 wall_t:5482 t:110625 epi:nan +opt_step:110000 lr:0.0003 alpha:0.006738 +2026-02-11 01:31:48 | INFO | PID:1308 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:807.00 total_reward_ma:687.01 loss:-3.772 fps:322.9 +frame:1.78e+06 wall_t:5512 t:111250 epi:nan +opt_step:110625 lr:0.0003 alpha:0.006738 +2026-02-11 01:32:19 | INFO | PID:1308 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:814.00 total_reward_ma:688.11 loss:-3.519 fps:322.9 +frame:1.79e+06 wall_t:5543 t:111875 epi:nan +opt_step:111250 lr:0.0003 alpha:0.006738 +2026-02-11 01:32:50 | INFO | PID:1308 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:816.20 total_reward_ma:689.23 loss:-3.85 fps:322.9 +frame:1.80e+06 wall_t:5574 t:112500 epi:nan +opt_step:111875 lr:0.0003 alpha:0.006738 +2026-02-11 01:33:20 | INFO | PID:1308 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:819.20 total_reward_ma:690.35 loss:-3.92 fps:322.9 +frame:1.81e+06 wall_t:5605 t:113125 epi:nan +opt_step:112500 lr:0.0003 alpha:0.006738 +2026-02-11 01:33:51 | INFO | PID:1308 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:821.40 total_reward_ma:691.52 loss:-3.64 fps:323 +frame:1.82e+06 wall_t:5635 t:113750 epi:nan +opt_step:113125 lr:0.0003 alpha:0.006738 +2026-02-11 01:34:22 | INFO | PID:1308 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:823.60 total_reward_ma:692.70 loss:-3.82 fps:323 +frame:1.83e+06 wall_t:5666 t:114375 epi:nan +opt_step:113750 lr:0.0003 alpha:0.006738 +2026-02-11 01:34:53 | INFO | PID:1308 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:824.80 total_reward_ma:693.92 loss:-3.661 fps:323 +frame:1.84e+06 wall_t:5697 t:115000 epi:nan +opt_step:114375 lr:0.0003 alpha:0.006738 +2026-02-11 01:35:24 | INFO | PID:1308 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:825.60 total_reward_ma:695.16 loss:-3.649 fps:323 +frame:1.85e+06 wall_t:5728 t:115625 epi:nan +opt_step:115000 lr:0.0003 alpha:0.006738 +2026-02-11 01:35:54 | INFO | PID:1308 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:832.20 total_reward_ma:696.48 loss:-3.733 fps:323 +frame:1.86e+06 wall_t:5758 t:116250 epi:nan +opt_step:115625 lr:0.0003 alpha:0.006738 +2026-02-11 01:36:24 | INFO | PID:1308 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:832.60 total_reward_ma:697.81 loss:-3.632 fps:323 +frame:1.87e+06 wall_t:5789 t:116875 epi:nan +opt_step:116250 lr:0.0003 alpha:0.006738 +2026-02-11 01:36:55 | INFO | PID:1308 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:827.60 total_reward_ma:699.05 loss:-3.508 fps:323.1 +frame:1.88e+06 wall_t:5819 t:117500 epi:nan +opt_step:116875 lr:0.0003 alpha:0.006738 +2026-02-11 01:37:26 | INFO | PID:1308 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:825.80 total_reward_ma:700.28 loss:-3.597 fps:323.1 +frame:1.89e+06 wall_t:5850 t:118125 epi:nan +opt_step:117500 lr:0.0003 alpha:0.006738 +2026-02-11 01:37:57 | INFO | PID:1308 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:823.00 total_reward_ma:701.50 loss:-3.671 fps:323.1 +frame:1.90e+06 wall_t:5881 t:118750 epi:nan +opt_step:118125 lr:0.0003 alpha:0.006738 +2026-02-11 01:38:27 | INFO | PID:1308 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:825.40 total_reward_ma:702.76 loss:-3.636 fps:323.1 +frame:1.91e+06 wall_t:5912 t:119375 epi:nan +opt_step:118750 lr:0.0003 alpha:0.006738 +2026-02-11 01:38:58 | INFO | PID:1308 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:825.80 total_reward_ma:704.02 loss:-3.72 fps:323.1 +frame:1.92e+06 wall_t:5942 t:120000 epi:nan +opt_step:119375 lr:0.0003 alpha:0.006738 +2026-02-11 01:39:29 | INFO | PID:1308 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:830.40 total_reward_ma:705.36 loss:-3.578 fps:323.1 +frame:1.93e+06 wall_t:5973 t:120625 epi:nan +opt_step:120000 lr:0.0003 alpha:0.006738 +2026-02-11 01:39:59 | INFO | PID:1308 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:834.40 total_reward_ma:706.69 loss:-3.687 fps:323.1 +frame:1.94e+06 wall_t:6004 t:121250 epi:nan +opt_step:120625 lr:0.0003 alpha:0.006738 +2026-02-11 01:40:30 | INFO | PID:1308 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:832.40 total_reward_ma:708.01 loss:-3.674 fps:323.2 +frame:1.95e+06 wall_t:6034 t:121875 epi:nan +opt_step:121250 lr:0.0003 alpha:0.006738 +2026-02-11 01:41:00 | INFO | PID:1308 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:830.40 total_reward_ma:709.32 loss:-3.443 fps:323.2 +frame:1.96e+06 wall_t:6065 t:122500 epi:nan +opt_step:121875 lr:0.0003 alpha:0.006738 +2026-02-11 01:41:31 | INFO | PID:1308 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:835.40 total_reward_ma:710.84 loss:-3.64 fps:323.2 +frame:1.97e+06 wall_t:6095 t:123125 epi:nan +opt_step:122500 lr:0.0003 alpha:0.006738 +2026-02-11 01:42:02 | INFO | PID:1308 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:838.80 total_reward_ma:712.55 loss:-3.579 fps:323.2 +frame:1.98e+06 wall_t:6126 t:123750 epi:nan +opt_step:123125 lr:0.0003 alpha:0.006738 +2026-02-11 01:42:32 | INFO | PID:1308 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:840.20 total_reward_ma:714.60 loss:-3.65 fps:323.2 +frame:1.99e+06 wall_t:6157 t:124375 epi:nan +opt_step:123750 lr:0.0003 alpha:0.006738 +2026-02-11 01:43:03 | INFO | PID:1308 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:841.40 total_reward_ma:716.83 loss:-3.634 fps:323.3 +frame:2.00e+06 wall_t:6187 t:125000 epi:nan +opt_step:124375 lr:0.0003 alpha:0.006738 +2026-02-11 01:43:03 | INFO | PID:1308 | slm_lab.lib.logger:info | Session 3 done diff --git a/data/sac_atari_seaquest_2026_02_10_235947/sac_atari_seaquest_spec.json b/data/sac_atari_seaquest_2026_02_10_235947/sac_atari_seaquest_spec.json new file mode 100644 index 0000000000000000000000000000000000000000..63df31a943d977c93faa0bea39dd80bd294f85cb --- /dev/null +++ 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b/data/sac_atari_seaquest_2026_02_13_111005/log/sac_atari_seaquest_t0.log @@ -0,0 +1,5 @@ +2026-02-13 15:35:12 | INFO | PID:5583 | slm_lab.lib.logger:info | trial_metrics: frame:2.00e+06 | total_reward_ma:2009.90 | strength:1228 | max_strength:2415 | final_strength:2352 | sample_efficiency:9.09e-07 | training_efficiency:4.85e-06 | stability:0.9971 | consistency:0.3593 +2026-02-13 15:35:12 | INFO | PID:5583 | slm_lab.lib.logger:info | Trial 0 done +2026-02-13 15:35:12 | INFO | PID:5583 | slm_lab.cli.main:run_spec | Output: data/sac_atari_seaquest_2026_02_13_111005 +2026-02-13 15:35:12 | INFO | PID:5583 | slm_lab.lib.hf:cleanup_models | Cleanup saved 310.3 MB +2026-02-13 15:35:13 | INFO | PID:5583 | slm_lab.lib.hf:upload | Uploading data/sac_atari_seaquest_2026_02_13_111005 to SLM-Lab/benchmark-dev/data/sac_atari_seaquest_2026_02_13_111005... diff --git a/data/sac_atari_seaquest_2026_02_13_111005/log/sac_atari_seaquest_t0_s0.log b/data/sac_atari_seaquest_2026_02_13_111005/log/sac_atari_seaquest_t0_s0.log new file mode 100644 index 0000000000000000000000000000000000000000..93aa3c794c7d8deae2678099b8c8573c319826ab --- /dev/null +++ b/data/sac_atari_seaquest_2026_02_13_111005/log/sac_atari_seaquest_t0_s0.log @@ -0,0 +1,982 @@ +2026-02-13 11:10:10 | INFO | PID:5701 | slm_lab.env:_make_vector_env | AtariVectorEnv: 16 envs, native preprocessing +2026-02-13 11:10:53 | INFO | PID:5701 | slm_lab.lib.perf:log_perf_setup | Performance setup: +Platform: GPU NVIDIA RTX A4500 (compute 8.6) +• GPU cuDNN benchmark: enabled +• GPU memory management: enabled +• GPU TF32 acceleration: enabled +2026-02-13 11:10:53 | INFO | PID:5701 | slm_lab.lib.logger:info | SoftActorCritic: +algorithm_spec: + name: SoftActorCritic + action_pdtype: Categorical + action_policy: default + gamma: 0.99 + training_start_step: 1000 + training_frequency: 4 + training_iter: 3 +name: SoftActorCritic +memory_spec: + name: Replay + batch_size: 256 + max_size: 200000 + use_cer: false +action_pdtype: Categorical +training_iter: 3 +training_start_step: 1000 +policy_delay: 1 +entropy_penalty_coef: 0.0 +gamma: 0.99 +training_frequency: 4 +to_train: 0 +_train_step: 0 +shared: False +net: (device:cuda:0) ConvNet( + (conv_model): Sequential( + (0): Conv2d(4, 32, kernel_size=(8, 8), stride=(4, 4)) + (1): ReLU() + (2): Conv2d(32, 64, kernel_size=(4, 4), stride=(2, 2)) + (3): ReLU() + (4): Conv2d(64, 64, kernel_size=(3, 3), stride=(1, 1)) + (5): ReLU() + ) + (fc_model): Sequential( + (0): Linear(in_features=3136, out_features=512, bias=True) + (1): ReLU() + ) + (tails): Sequential( + (0): Linear(in_features=512, out_features=18, bias=True) + ) + (loss_fn): SmoothL1Loss() +) +optim: AdamW ( +Parameter Group 0 + amsgrad: False + betas: (0.9, 0.999) + capturable: False + decoupled_weight_decay: True + differentiable: False + eps: 0.0001 + foreach: None + fused: None + lr: 0.0003 + maximize: False + weight_decay: 0.01 +) +q1_net: (device:cuda:0) ConvNet( + (conv_model): Sequential( + (0): Conv2d(4, 32, kernel_size=(8, 8), stride=(4, 4)) + (1): ReLU() + (2): Conv2d(32, 64, kernel_size=(4, 4), stride=(2, 2)) + (3): ReLU() + (4): Conv2d(64, 64, kernel_size=(3, 3), stride=(1, 1)) + (5): ReLU() + ) + (fc_model): Sequential( + (0): Linear(in_features=3136, out_features=512, bias=True) + (1): ReLU() + ) + (tails): Sequential( + (0): Linear(in_features=512, out_features=18, bias=True) + ) + (loss_fn): SmoothL1Loss() +) +target_q1_net: (device:cuda:0) ConvNet( + (conv_model): Sequential( + (0): Conv2d(4, 32, kernel_size=(8, 8), stride=(4, 4)) + (1): ReLU() + (2): Conv2d(32, 64, kernel_size=(4, 4), stride=(2, 2)) + (3): ReLU() + (4): Conv2d(64, 64, kernel_size=(3, 3), stride=(1, 1)) + (5): ReLU() + ) + (fc_model): Sequential( + (0): Linear(in_features=3136, out_features=512, bias=True) + (1): ReLU() + ) + (tails): Sequential( + (0): Linear(in_features=512, out_features=18, bias=True) + ) + (loss_fn): SmoothL1Loss() +) +q1_optim: AdamW ( +Parameter Group 0 + amsgrad: False + betas: (0.9, 0.999) + capturable: False + decoupled_weight_decay: True + differentiable: False + eps: 0.0001 + foreach: None + fused: None + lr: 0.0003 + maximize: False + weight_decay: 0.01 +) +q2_net: (device:cuda:0) ConvNet( + (conv_model): Sequential( + (0): Conv2d(4, 32, kernel_size=(8, 8), stride=(4, 4)) + (1): ReLU() + (2): Conv2d(32, 64, kernel_size=(4, 4), stride=(2, 2)) + (3): ReLU() + (4): Conv2d(64, 64, kernel_size=(3, 3), stride=(1, 1)) + (5): ReLU() + ) + (fc_model): Sequential( + (0): Linear(in_features=3136, out_features=512, bias=True) + (1): ReLU() + ) + (tails): Sequential( + (0): Linear(in_features=512, out_features=18, bias=True) + ) + (loss_fn): SmoothL1Loss() +) +target_q2_net: (device:cuda:0) ConvNet( + (conv_model): Sequential( + (0): Conv2d(4, 32, kernel_size=(8, 8), stride=(4, 4)) + (1): ReLU() + (2): Conv2d(32, 64, kernel_size=(4, 4), stride=(2, 2)) + (3): ReLU() + (4): Conv2d(64, 64, kernel_size=(3, 3), stride=(1, 1)) + (5): ReLU() + ) + (fc_model): Sequential( + (0): Linear(in_features=3136, out_features=512, bias=True) + (1): ReLU() + ) + (tails): Sequential( + (0): Linear(in_features=512, out_features=18, bias=True) + ) + (loss_fn): SmoothL1Loss() +) +q2_optim: AdamW ( +Parameter Group 0 + amsgrad: False + betas: (0.9, 0.999) + capturable: False + decoupled_weight_decay: True + differentiable: False + eps: 0.0001 + foreach: None + fused: None + lr: 0.0003 + maximize: False + weight_decay: 0.01 +) +net_names: ['net', 'q1_net', 'target_q1_net', 'q2_net', 'target_q2_net'] +target_entropy: 1.7342230547376987 +log_alpha: tensor([0.], device='cuda:0', requires_grad=True) +alpha: tensor([1.], device='cuda:0') +alpha_optim: AdamW ( +Parameter Group 0 + amsgrad: False + betas: (0.9, 0.999) + capturable: False + decoupled_weight_decay: True + differentiable: False + eps: 0.0001 + foreach: None + fused: None + lr: 0.0003 + maximize: False + weight_decay: 0.01 +) +2026-02-13 11:12:03 | INFO | PID:5701 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:61.43 total_reward_ma:61.43 loss:-19.69 fps:90.91 +frame:1.00e+04 wall_t:110 t:625 epi:nan +opt_step:1689 lr:0.0003 alpha:0.6311 +2026-02-13 11:13:19 | INFO | PID:5701 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:66.00 total_reward_ma:63.71 loss:-28.56 fps:107 +frame:2.00e+04 wall_t:187 t:1250 epi:nan +opt_step:3564 lr:0.0003 alpha:0.4036 +2026-02-13 11:14:35 | INFO | PID:5701 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:76.86 total_reward_ma:68.10 loss:-33.85 fps:114.5 +frame:3.00e+04 wall_t:262 t:1875 epi:nan +opt_step:5439 lr:0.0003 alpha:0.2644 +2026-02-13 11:15:53 | INFO | PID:5701 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:77.58 total_reward_ma:70.47 loss:-35.29 fps:117.6 +frame:4.00e+04 wall_t:340 t:2500 epi:nan +opt_step:7314 lr:0.0003 alpha:0.1747 +2026-02-13 11:17:09 | INFO | PID:5701 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:85.43 total_reward_ma:73.46 loss:-36.43 fps:119.9 +frame:5.00e+04 wall_t:417 t:3125 epi:nan +opt_step:9189 lr:0.0003 alpha:0.116 +2026-02-13 11:18:26 | INFO | PID:5701 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:98.92 total_reward_ma:77.70 loss:-34.22 fps:121.5 +frame:6.00e+04 wall_t:494 t:3750 epi:nan +opt_step:11064 lr:0.0003 alpha:0.07734 +2026-02-13 11:19:43 | INFO | PID:5701 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:118.80 total_reward_ma:83.57 loss:-33.5 fps:122.8 +frame:7.00e+04 wall_t:570 t:4375 epi:nan +opt_step:12939 lr:0.0003 alpha:0.05192 +2026-02-13 11:21:01 | INFO | PID:5701 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:137.00 total_reward_ma:90.25 loss:-31.06 fps:123.5 +frame:8.00e+04 wall_t:648 t:5000 epi:nan +opt_step:14814 lr:0.0003 alpha:0.03521 +2026-02-13 11:22:17 | INFO | PID:5701 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:152.40 total_reward_ma:97.16 loss:-29.92 fps:124.1 +frame:9.00e+04 wall_t:725 t:5625 epi:nan +opt_step:16689 lr:0.0003 alpha:0.02435 +2026-02-13 11:23:34 | INFO | PID:5701 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:171.00 total_reward_ma:104.54 loss:-27.38 fps:124.7 +frame:1.00e+05 wall_t:802 t:6250 epi:nan +opt_step:18564 lr:0.0003 alpha:0.01735 +2026-02-13 11:24:51 | INFO | PID:5701 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:194.00 total_reward_ma:112.67 loss:-25.45 fps:125.3 +frame:1.10e+05 wall_t:878 t:6875 epi:nan +opt_step:20439 lr:0.0003 alpha:0.01279 +2026-02-13 11:26:08 | INFO | PID:5701 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:205.20 total_reward_ma:120.39 loss:-23.58 fps:125.7 +frame:1.20e+05 wall_t:955 t:7500 epi:nan +opt_step:22314 lr:0.0003 alpha:0.0102 +2026-02-13 11:27:25 | INFO | PID:5701 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:228.20 total_reward_ma:128.68 loss:-21.85 fps:126 +frame:1.30e+05 wall_t:1032 t:8125 epi:nan +opt_step:24189 lr:0.0003 alpha:0.009361 +2026-02-13 11:28:41 | INFO | PID:5701 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:242.00 total_reward_ma:136.77 loss:-20.31 fps:126.4 +frame:1.40e+05 wall_t:1108 t:8750 epi:nan +opt_step:26064 lr:0.0003 alpha:0.009046 +2026-02-13 11:29:58 | INFO | PID:5701 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:255.20 total_reward_ma:144.67 loss:-19.13 fps:126.6 +frame:1.50e+05 wall_t:1185 t:9375 epi:nan +opt_step:27939 lr:0.0003 alpha:0.009747 +2026-02-13 11:31:14 | INFO | PID:5701 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:269.40 total_reward_ma:152.46 loss:-17.39 fps:126.8 +frame:1.60e+05 wall_t:1262 t:10000 epi:nan +opt_step:29814 lr:0.0003 alpha:0.009906 +2026-02-13 11:32:31 | INFO | PID:5701 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:292.60 total_reward_ma:160.71 loss:-16.51 fps:127 +frame:1.70e+05 wall_t:1339 t:10625 epi:nan +opt_step:31689 lr:0.0003 alpha:0.009969 +2026-02-13 11:33:48 | INFO | PID:5701 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:298.00 total_reward_ma:168.33 loss:-15.36 fps:127.2 +frame:1.80e+05 wall_t:1415 t:11250 epi:nan +opt_step:33564 lr:0.0003 alpha:0.01195 +2026-02-13 11:35:05 | INFO | PID:5701 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:308.80 total_reward_ma:175.73 loss:-14.19 fps:127.3 +frame:1.90e+05 wall_t:1492 t:11875 epi:nan +opt_step:35439 lr:0.0003 alpha:0.01201 +2026-02-13 11:36:22 | INFO | PID:5701 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:325.60 total_reward_ma:183.22 loss:-13.26 fps:127.5 +frame:2.00e+05 wall_t:1569 t:12500 epi:nan +opt_step:37314 lr:0.0003 alpha:0.0124 +2026-02-13 11:37:39 | INFO | PID:5701 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:334.60 total_reward_ma:190.43 loss:-12.75 fps:127.6 +frame:2.10e+05 wall_t:1646 t:13125 epi:nan +opt_step:39189 lr:0.0003 alpha:0.0118 +2026-02-13 11:38:56 | INFO | PID:5701 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:348.60 total_reward_ma:197.62 loss:-11.8 fps:127.7 +frame:2.20e+05 wall_t:1723 t:13750 epi:nan +opt_step:41064 lr:0.0003 alpha:0.01181 +2026-02-13 11:40:14 | INFO | PID:5701 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:364.60 total_reward_ma:204.88 loss:-11.05 fps:127.7 +frame:2.30e+05 wall_t:1801 t:14375 epi:nan +opt_step:42939 lr:0.0003 alpha:0.01156 +2026-02-13 11:41:30 | INFO | PID:5701 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:393.00 total_reward_ma:212.72 loss:-10.79 fps:127.9 +frame:2.40e+05 wall_t:1877 t:15000 epi:nan +opt_step:44814 lr:0.0003 alpha:0.0114 +2026-02-13 11:42:48 | INFO | PID:5701 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:409.60 total_reward_ma:220.59 loss:-10.15 fps:127.9 +frame:2.50e+05 wall_t:1955 t:15625 epi:nan +opt_step:46689 lr:0.0003 alpha:0.01047 +2026-02-13 11:44:05 | INFO | PID:5701 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:433.40 total_reward_ma:228.78 loss:-9.578 fps:128 +frame:2.60e+05 wall_t:2032 t:16250 epi:nan +opt_step:48564 lr:0.0003 alpha:0.01072 +2026-02-13 11:45:22 | INFO | PID:5701 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:446.60 total_reward_ma:236.85 loss:-9.39 fps:128 +frame:2.70e+05 wall_t:2109 t:16875 epi:nan +opt_step:50439 lr:0.0003 alpha:0.01007 +2026-02-13 11:46:38 | INFO | PID:5701 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:439.20 total_reward_ma:244.07 loss:-8.581 fps:128.1 +frame:2.80e+05 wall_t:2185 t:17500 epi:nan +opt_step:52314 lr:0.0003 alpha:0.01003 +2026-02-13 11:47:54 | INFO | PID:5701 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:420.60 total_reward_ma:250.16 loss:-8.18 fps:128.3 +frame:2.90e+05 wall_t:2261 t:18125 epi:nan +opt_step:54189 lr:0.0003 alpha:0.01018 +2026-02-13 11:49:10 | INFO | PID:5701 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:409.60 total_reward_ma:255.47 loss:-7.817 fps:128.3 +frame:3.00e+05 wall_t:2338 t:18750 epi:nan +opt_step:56064 lr:0.0003 alpha:0.0101 +2026-02-13 11:50:27 | INFO | PID:5701 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:410.20 total_reward_ma:260.47 loss:-7.464 fps:128.4 +frame:3.10e+05 wall_t:2414 t:19375 epi:nan +opt_step:57939 lr:0.0003 alpha:0.01031 +2026-02-13 11:51:44 | INFO | PID:5701 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:410.60 total_reward_ma:265.16 loss:-7.057 fps:128.5 +frame:3.20e+05 wall_t:2491 t:20000 epi:nan +opt_step:59814 lr:0.0003 alpha:0.009543 +2026-02-13 11:53:00 | INFO | PID:5701 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:406.00 total_reward_ma:269.42 loss:-6.586 fps:128.5 +frame:3.30e+05 wall_t:2568 t:20625 epi:nan +opt_step:61689 lr:0.0003 alpha:0.01022 +2026-02-13 11:54:17 | INFO | PID:5701 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:406.80 total_reward_ma:273.47 loss:-6.223 fps:128.5 +frame:3.40e+05 wall_t:2645 t:21250 epi:nan +opt_step:63564 lr:0.0003 alpha:0.01055 +2026-02-13 11:55:35 | INFO | PID:5701 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:403.80 total_reward_ma:277.19 loss:-6.351 fps:128.6 +frame:3.50e+05 wall_t:2722 t:21875 epi:nan +opt_step:65439 lr:0.0003 alpha:0.01024 +2026-02-13 11:56:51 | INFO | PID:5701 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:397.80 total_reward_ma:280.54 loss:-6.19 fps:128.7 +frame:3.60e+05 wall_t:2798 t:22500 epi:nan +opt_step:67314 lr:0.0003 alpha:0.009392 +2026-02-13 11:58:07 | INFO | PID:5701 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:390.40 total_reward_ma:283.51 loss:-5.68 fps:128.7 +frame:3.70e+05 wall_t:2874 t:23125 epi:nan +opt_step:69189 lr:0.0003 alpha:0.01002 +2026-02-13 11:59:24 | INFO | PID:5701 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:393.40 total_reward_ma:286.40 loss:-5.973 fps:128.8 +frame:3.80e+05 wall_t:2951 t:23750 epi:nan +opt_step:71064 lr:0.0003 alpha:0.009427 +2026-02-13 12:00:40 | INFO | PID:5701 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:392.80 total_reward_ma:289.13 loss:-5.716 fps:128.8 +frame:3.90e+05 wall_t:3027 t:24375 epi:nan +opt_step:72939 lr:0.0003 alpha:0.008719 +2026-02-13 12:01:56 | INFO | PID:5701 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:400.60 total_reward_ma:291.92 loss:-5.724 fps:128.9 +frame:4.00e+05 wall_t:3103 t:25000 epi:nan +opt_step:74814 lr:0.0003 alpha:0.008712 +2026-02-13 12:03:12 | INFO | PID:5701 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:406.20 total_reward_ma:294.70 loss:-5.568 fps:128.9 +frame:4.10e+05 wall_t:3180 t:25625 epi:nan +opt_step:76689 lr:0.0003 alpha:0.008737 +2026-02-13 12:04:28 | INFO | PID:5701 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:430.00 total_reward_ma:297.92 loss:-5.714 fps:129 +frame:4.20e+05 wall_t:3255 t:26250 epi:nan +opt_step:78564 lr:0.0003 alpha:0.009085 +2026-02-13 12:05:45 | INFO | PID:5701 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:465.00 total_reward_ma:301.81 loss:-5.446 fps:129.1 +frame:4.30e+05 wall_t:3332 t:26875 epi:nan +opt_step:80439 lr:0.0003 alpha:0.009425 +2026-02-13 12:07:02 | INFO | PID:5701 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:483.00 total_reward_ma:305.93 loss:-5.286 fps:129.1 +frame:4.40e+05 wall_t:3409 t:27500 epi:nan +opt_step:82314 lr:0.0003 alpha:0.01026 +2026-02-13 12:08:19 | INFO | PID:5701 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:487.80 total_reward_ma:309.97 loss:-5.463 fps:129.1 +frame:4.50e+05 wall_t:3487 t:28125 epi:nan +opt_step:84189 lr:0.0003 alpha:0.01137 +2026-02-13 12:09:36 | INFO | PID:5701 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:493.00 total_reward_ma:313.95 loss:-5.865 fps:129.1 +frame:4.60e+05 wall_t:3563 t:28750 epi:nan +opt_step:86064 lr:0.0003 alpha:0.01212 +2026-02-13 12:10:52 | INFO | PID:5701 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:502.60 total_reward_ma:317.96 loss:-5.811 fps:129.1 +frame:4.70e+05 wall_t:3640 t:29375 epi:nan +opt_step:87939 lr:0.0003 alpha:0.0134 +2026-02-13 12:12:08 | INFO | PID:5701 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:513.00 total_reward_ma:322.03 loss:-5.678 fps:129.2 +frame:4.80e+05 wall_t:3716 t:30000 epi:nan +opt_step:89814 lr:0.0003 alpha:0.01307 +2026-02-13 12:13:24 | INFO | PID:5701 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:526.80 total_reward_ma:326.20 loss:-5.74 fps:129.2 +frame:4.90e+05 wall_t:3792 t:30625 epi:nan +opt_step:91689 lr:0.0003 alpha:0.01297 +2026-02-13 12:14:42 | INFO | PID:5701 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:546.20 total_reward_ma:330.60 loss:-5.922 fps:129.2 +frame:5.00e+05 wall_t:3869 t:31250 epi:nan +opt_step:93564 lr:0.0003 alpha:0.01342 +2026-02-13 12:15:59 | INFO | PID:5701 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:557.00 total_reward_ma:335.04 loss:-5.928 fps:129.2 +frame:5.10e+05 wall_t:3946 t:31875 epi:nan +opt_step:95439 lr:0.0003 alpha:0.01415 +2026-02-13 12:17:15 | INFO | PID:5701 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:581.60 total_reward_ma:339.79 loss:-5.96 fps:129.3 +frame:5.20e+05 wall_t:4023 t:32500 epi:nan +opt_step:97314 lr:0.0003 alpha:0.01429 +2026-02-13 12:18:31 | INFO | PID:5701 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:580.80 total_reward_ma:344.33 loss:-6.257 fps:129.3 +frame:5.30e+05 wall_t:4099 t:33125 epi:nan +opt_step:99189 lr:0.0003 alpha:0.01575 +2026-02-13 12:19:48 | INFO | PID:5701 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:592.00 total_reward_ma:348.92 loss:-6.229 fps:129.3 +frame:5.40e+05 wall_t:4175 t:33750 epi:nan +opt_step:101064 lr:0.0003 alpha:0.01545 +2026-02-13 12:21:04 | INFO | PID:5701 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:613.00 total_reward_ma:353.72 loss:-6.228 fps:129.4 +frame:5.50e+05 wall_t:4252 t:34375 epi:nan +opt_step:102939 lr:0.0003 alpha:0.01552 +2026-02-13 12:22:20 | INFO | PID:5701 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:616.80 total_reward_ma:358.42 loss:-6.31 fps:129.4 +frame:5.60e+05 wall_t:4327 t:35000 epi:nan +opt_step:104814 lr:0.0003 alpha:0.01633 +2026-02-13 12:23:36 | INFO | PID:5701 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:640.60 total_reward_ma:363.37 loss:-6.552 fps:129.5 +frame:5.70e+05 wall_t:4403 t:35625 epi:nan +opt_step:106689 lr:0.0003 alpha:0.01712 +2026-02-13 12:24:52 | INFO | PID:5701 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:686.00 total_reward_ma:368.93 loss:-6.929 fps:129.5 +frame:5.80e+05 wall_t:4479 t:36250 epi:nan +opt_step:108564 lr:0.0003 alpha:0.01747 +2026-02-13 12:26:08 | INFO | PID:5701 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:702.80 total_reward_ma:374.59 loss:-7.186 fps:129.5 +frame:5.90e+05 wall_t:4555 t:36875 epi:nan +opt_step:110439 lr:0.0003 alpha:0.01756 +2026-02-13 12:27:24 | INFO | PID:5701 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:766.20 total_reward_ma:381.12 loss:-7.313 fps:129.5 +frame:6.00e+05 wall_t:4632 t:37500 epi:nan +opt_step:112314 lr:0.0003 alpha:0.01803 +2026-02-13 12:28:41 | INFO | PID:5701 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:822.80 total_reward_ma:388.36 loss:-7.558 fps:129.6 +frame:6.10e+05 wall_t:4708 t:38125 epi:nan +opt_step:114189 lr:0.0003 alpha:0.01881 +2026-02-13 12:29:57 | INFO | PID:5701 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:858.00 total_reward_ma:395.93 loss:-7.689 fps:129.6 +frame:6.20e+05 wall_t:4784 t:38750 epi:nan +opt_step:116064 lr:0.0003 alpha:0.01932 +2026-02-13 12:31:13 | INFO | PID:5701 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:928.20 total_reward_ma:404.38 loss:-7.58 fps:129.6 +frame:6.30e+05 wall_t:4860 t:39375 epi:nan +opt_step:117939 lr:0.0003 alpha:0.01915 +2026-02-13 12:32:29 | INFO | PID:5701 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:963.60 total_reward_ma:413.12 loss:-8.131 fps:129.6 +frame:6.40e+05 wall_t:4937 t:40000 epi:nan +opt_step:119814 lr:0.0003 alpha:0.02005 +2026-02-13 12:33:45 | INFO | PID:5701 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:983.20 total_reward_ma:421.89 loss:-8.203 fps:129.7 +frame:6.50e+05 wall_t:5013 t:40625 epi:nan +opt_step:121689 lr:0.0003 alpha:0.01985 +2026-02-13 12:35:01 | INFO | PID:5701 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:1018.00 total_reward_ma:430.92 loss:-8.554 fps:129.7 +frame:6.60e+05 wall_t:5088 t:41250 epi:nan +opt_step:123564 lr:0.0003 alpha:0.02048 +2026-02-13 12:36:18 | INFO | PID:5701 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:1069.20 total_reward_ma:440.45 loss:-8.593 fps:129.7 +frame:6.70e+05 wall_t:5165 t:41875 epi:nan +opt_step:125439 lr:0.0003 alpha:0.02076 +2026-02-13 12:37:34 | INFO | PID:5701 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:1129.60 total_reward_ma:450.58 loss:-8.783 fps:129.7 +frame:6.80e+05 wall_t:5242 t:42500 epi:nan +opt_step:127314 lr:0.0003 alpha:0.02128 +2026-02-13 12:38:51 | INFO | PID:5701 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:1129.60 total_reward_ma:460.42 loss:-8.852 fps:129.7 +frame:6.90e+05 wall_t:5318 t:43125 epi:nan +opt_step:129189 lr:0.0003 alpha:0.02198 +2026-02-13 12:40:08 | INFO | PID:5701 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:1207.00 total_reward_ma:471.09 loss:-8.806 fps:129.7 +frame:7.00e+05 wall_t:5395 t:43750 epi:nan +opt_step:131064 lr:0.0003 alpha:0.02189 +2026-02-13 12:41:25 | INFO | PID:5701 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:1271.40 total_reward_ma:482.36 loss:-9.189 fps:129.8 +frame:7.10e+05 wall_t:5472 t:44375 epi:nan +opt_step:132939 lr:0.0003 alpha:0.02201 +2026-02-13 12:42:43 | INFO | PID:5701 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:1378.60 total_reward_ma:494.81 loss:-9.26 fps:129.7 +frame:7.20e+05 wall_t:5550 t:45000 epi:nan +opt_step:134814 lr:0.0003 alpha:0.02229 +2026-02-13 12:43:59 | INFO | PID:5701 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:1404.60 total_reward_ma:507.27 loss:-9.411 fps:129.7 +frame:7.30e+05 wall_t:5627 t:45625 epi:nan +opt_step:136689 lr:0.0003 alpha:0.02233 +2026-02-13 12:45:16 | INFO | PID:5701 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:1464.40 total_reward_ma:520.21 loss:-9.562 fps:129.8 +frame:7.40e+05 wall_t:5703 t:46250 epi:nan +opt_step:138564 lr:0.0003 alpha:0.02237 +2026-02-13 12:46:32 | INFO | PID:5701 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:1497.40 total_reward_ma:533.23 loss:-9.766 fps:129.8 +frame:7.50e+05 wall_t:5780 t:46875 epi:nan +opt_step:140439 lr:0.0003 alpha:0.0219 +2026-02-13 12:47:49 | INFO | PID:5701 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:1571.00 total_reward_ma:546.89 loss:-9.708 fps:129.8 +frame:7.60e+05 wall_t:5856 t:47500 epi:nan +opt_step:142314 lr:0.0003 alpha:0.02212 +2026-02-13 12:49:06 | INFO | PID:5701 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:1654.20 total_reward_ma:561.27 loss:-10.13 fps:129.8 +frame:7.70e+05 wall_t:5933 t:48125 epi:nan +opt_step:144189 lr:0.0003 alpha:0.02212 +2026-02-13 12:50:22 | INFO | PID:5701 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:1723.80 total_reward_ma:576.17 loss:-9.723 fps:129.8 +frame:7.80e+05 wall_t:6009 t:48750 epi:nan +opt_step:146064 lr:0.0003 alpha:0.02215 +2026-02-13 12:51:38 | INFO | PID:5701 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:1723.80 total_reward_ma:590.70 loss:-9.93 fps:129.8 +frame:7.90e+05 wall_t:6085 t:49375 epi:nan +opt_step:147939 lr:0.0003 alpha:0.02249 +2026-02-13 12:52:54 | INFO | PID:5701 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:1838.80 total_reward_ma:606.30 loss:-9.901 fps:129.8 +frame:8.00e+05 wall_t:6161 t:50000 epi:nan +opt_step:149814 lr:0.0003 alpha:0.02277 +2026-02-13 12:54:10 | INFO | PID:5701 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:1890.00 total_reward_ma:622.15 loss:-10.25 fps:129.8 +frame:8.10e+05 wall_t:6238 t:50625 epi:nan +opt_step:151689 lr:0.0003 alpha:0.02275 +2026-02-13 12:55:26 | INFO | PID:5701 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:1965.80 total_reward_ma:638.54 loss:-10.41 fps:129.9 +frame:8.20e+05 wall_t:6313 t:51250 epi:nan +opt_step:153564 lr:0.0003 alpha:0.02274 +2026-02-13 12:56:42 | INFO | PID:5701 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:2003.00 total_reward_ma:654.98 loss:-10.59 fps:129.9 +frame:8.30e+05 wall_t:6389 t:51875 epi:nan +opt_step:155439 lr:0.0003 alpha:0.02282 +2026-02-13 12:57:57 | INFO | PID:5701 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:2036.60 total_reward_ma:671.42 loss:-10.66 fps:129.9 +frame:8.40e+05 wall_t:6465 t:52500 epi:nan +opt_step:157314 lr:0.0003 alpha:0.0236 +2026-02-13 12:59:15 | INFO | PID:5701 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:2056.80 total_reward_ma:687.72 loss:-10.74 fps:129.9 +frame:8.50e+05 wall_t:6543 t:53125 epi:nan +opt_step:159189 lr:0.0003 alpha:0.02397 +2026-02-13 13:00:35 | INFO | PID:5701 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:2103.00 total_reward_ma:704.18 loss:-10.9 fps:129.9 +frame:8.60e+05 wall_t:6622 t:53750 epi:nan +opt_step:161064 lr:0.0003 alpha:0.02412 +2026-02-13 13:01:53 | INFO | PID:5701 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:2143.20 total_reward_ma:720.72 loss:-11.03 fps:129.8 +frame:8.70e+05 wall_t:6701 t:54375 epi:nan +opt_step:162939 lr:0.0003 alpha:0.02402 +2026-02-13 13:03:13 | INFO | PID:5701 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:2196.40 total_reward_ma:737.49 loss:-10.75 fps:129.8 +frame:8.80e+05 wall_t:6780 t:55000 epi:nan +opt_step:164814 lr:0.0003 alpha:0.02434 +2026-02-13 13:04:32 | INFO | PID:5701 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:2233.80 total_reward_ma:754.30 loss:-10.66 fps:129.8 +frame:8.90e+05 wall_t:6859 t:55625 epi:nan +opt_step:166689 lr:0.0003 alpha:0.02432 +2026-02-13 13:05:52 | INFO | PID:5701 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:2248.00 total_reward_ma:770.90 loss:-11.16 fps:129.7 +frame:9.00e+05 wall_t:6939 t:56250 epi:nan +opt_step:168564 lr:0.0003 alpha:0.02434 +2026-02-13 13:07:11 | INFO | PID:5701 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:2262.20 total_reward_ma:787.29 loss:-11.05 fps:129.7 +frame:9.10e+05 wall_t:7018 t:56875 epi:nan +opt_step:170439 lr:0.0003 alpha:0.02452 +2026-02-13 13:08:30 | INFO | PID:5701 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:2333.20 total_reward_ma:804.09 loss:-11.08 fps:129.6 +frame:9.20e+05 wall_t:7097 t:57500 epi:nan +opt_step:172314 lr:0.0003 alpha:0.02517 +2026-02-13 13:09:50 | INFO | PID:5701 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:2379.40 total_reward_ma:821.03 loss:-10.96 fps:129.6 +frame:9.30e+05 wall_t:7178 t:58125 epi:nan +opt_step:174189 lr:0.0003 alpha:0.02502 +2026-02-13 13:11:09 | INFO | PID:5701 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:2414.40 total_reward_ma:837.98 loss:-11.54 fps:129.5 +frame:9.40e+05 wall_t:7256 t:58750 epi:nan +opt_step:176064 lr:0.0003 alpha:0.02506 +2026-02-13 13:12:28 | INFO | PID:5701 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:2416.60 total_reward_ma:854.60 loss:-11.1 fps:129.5 +frame:9.50e+05 wall_t:7335 t:59375 epi:nan +opt_step:177939 lr:0.0003 alpha:0.02533 +2026-02-13 13:13:47 | INFO | PID:5701 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:2417.40 total_reward_ma:870.88 loss:-11.4 fps:129.5 +frame:9.60e+05 wall_t:7414 t:60000 epi:nan +opt_step:179814 lr:0.0003 alpha:0.02511 +2026-02-13 13:15:06 | INFO | PID:5701 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:2432.60 total_reward_ma:886.98 loss:-11.63 fps:129.5 +frame:9.70e+05 wall_t:7493 t:60625 epi:nan +opt_step:181689 lr:0.0003 alpha:0.02494 +2026-02-13 13:16:25 | INFO | PID:5701 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:2470.60 total_reward_ma:903.13 loss:-11.57 fps:129.4 +frame:9.80e+05 wall_t:7572 t:61250 epi:nan +opt_step:183564 lr:0.0003 alpha:0.02522 +2026-02-13 13:17:44 | INFO | PID:5701 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:2467.80 total_reward_ma:918.94 loss:-11.27 fps:129.4 +frame:9.90e+05 wall_t:7651 t:61875 epi:nan +opt_step:185439 lr:0.0003 alpha:0.02566 +2026-02-13 13:19:03 | INFO | PID:5701 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:2502.00 total_reward_ma:934.77 loss:-11.53 fps:129.4 +frame:1.00e+06 wall_t:7730 t:62500 epi:nan +opt_step:187314 lr:0.0003 alpha:0.02591 +2026-02-13 13:20:22 | INFO | PID:5701 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:2505.00 total_reward_ma:959.21 loss:-11.72 fps:129.3 +frame:1.01e+06 wall_t:7810 t:63125 epi:nan +opt_step:189189 lr:0.0003 alpha:0.0263 +2026-02-13 13:21:44 | INFO | PID:5701 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:2530.00 total_reward_ma:983.85 loss:-11.62 fps:129.3 +frame:1.02e+06 wall_t:7891 t:63750 epi:nan +opt_step:191064 lr:0.0003 alpha:0.02685 +2026-02-13 13:23:04 | INFO | PID:5701 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:2558.80 total_reward_ma:1008.67 loss:-11.85 fps:129.2 +frame:1.03e+06 wall_t:7971 t:64375 epi:nan +opt_step:192939 lr:0.0003 alpha:0.02693 +2026-02-13 13:24:25 | INFO | PID:5701 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:2585.60 total_reward_ma:1033.75 loss:-11.88 fps:129.2 +frame:1.04e+06 wall_t:8052 t:65000 epi:nan +opt_step:194814 lr:0.0003 alpha:0.02732 +2026-02-13 13:25:44 | INFO | PID:5701 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:2605.00 total_reward_ma:1058.94 loss:-11.85 fps:129.1 +frame:1.05e+06 wall_t:8131 t:65625 epi:nan +opt_step:196689 lr:0.0003 alpha:0.02801 +2026-02-13 13:27:05 | INFO | PID:5701 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:2608.20 total_reward_ma:1084.03 loss:-11.8 fps:129.1 +frame:1.06e+06 wall_t:8212 t:66250 epi:nan +opt_step:198564 lr:0.0003 alpha:0.02767 +2026-02-13 13:28:25 | INFO | PID:5701 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:2579.40 total_reward_ma:1108.64 loss:-12.24 fps:129 +frame:1.07e+06 wall_t:8293 t:66875 epi:nan +opt_step:200439 lr:0.0003 alpha:0.02753 +2026-02-13 13:29:45 | INFO | PID:5701 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:2565.60 total_reward_ma:1132.93 loss:-12.45 fps:129 +frame:1.08e+06 wall_t:8372 t:67500 epi:nan +opt_step:202314 lr:0.0003 alpha:0.02854 +2026-02-13 13:31:05 | INFO | PID:5701 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:2602.60 total_reward_ma:1157.43 loss:-12.08 fps:129 +frame:1.09e+06 wall_t:8452 t:68125 epi:nan +opt_step:204189 lr:0.0003 alpha:0.02843 +2026-02-13 13:32:25 | INFO | PID:5701 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:2641.40 total_reward_ma:1182.13 loss:-12.41 fps:128.9 +frame:1.10e+06 wall_t:8532 t:68750 epi:nan +opt_step:206064 lr:0.0003 alpha:0.02808 +2026-02-13 13:33:45 | INFO | PID:5701 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:2639.40 total_reward_ma:1206.59 loss:-12.56 fps:128.9 +frame:1.11e+06 wall_t:8612 t:69375 epi:nan +opt_step:207939 lr:0.0003 alpha:0.02815 +2026-02-13 13:35:05 | INFO | PID:5701 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:2644.00 total_reward_ma:1230.97 loss:-12.23 fps:128.9 +frame:1.12e+06 wall_t:8692 t:70000 epi:nan +opt_step:209814 lr:0.0003 alpha:0.02823 +2026-02-13 13:36:26 | INFO | PID:5701 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:2665.20 total_reward_ma:1255.34 loss:-12.16 fps:128.8 +frame:1.13e+06 wall_t:8774 t:70625 epi:nan +opt_step:211689 lr:0.0003 alpha:0.0283 +2026-02-13 13:37:48 | INFO | PID:5701 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:2682.40 total_reward_ma:1279.75 loss:-12.25 fps:128.7 +frame:1.14e+06 wall_t:8855 t:71250 epi:nan +opt_step:213564 lr:0.0003 alpha:0.02907 +2026-02-13 13:39:09 | INFO | PID:5701 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:2728.00 total_reward_ma:1304.48 loss:-12.37 fps:128.7 +frame:1.15e+06 wall_t:8936 t:71875 epi:nan +opt_step:215439 lr:0.0003 alpha:0.02901 +2026-02-13 13:40:29 | INFO | PID:5701 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:2728.00 total_reward_ma:1329.06 loss:-12.3 fps:128.7 +frame:1.16e+06 wall_t:9016 t:72500 epi:nan +opt_step:217314 lr:0.0003 alpha:0.02915 +2026-02-13 13:41:48 | INFO | PID:5701 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:2699.00 total_reward_ma:1353.13 loss:-12.18 fps:128.6 +frame:1.17e+06 wall_t:9096 t:73125 epi:nan +opt_step:219189 lr:0.0003 alpha:0.0291 +2026-02-13 13:43:11 | INFO | PID:5701 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:2707.00 total_reward_ma:1377.22 loss:-12.43 fps:128.6 +frame:1.18e+06 wall_t:9178 t:73750 epi:nan +opt_step:221064 lr:0.0003 alpha:0.02938 +2026-02-13 13:44:33 | INFO | PID:5701 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:2694.60 total_reward_ma:1401.07 loss:-12.4 fps:128.5 +frame:1.19e+06 wall_t:9260 t:74375 epi:nan +opt_step:222939 lr:0.0003 alpha:0.02982 +2026-02-13 13:45:55 | INFO | PID:5701 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:2723.20 total_reward_ma:1425.05 loss:-12.73 fps:128.5 +frame:1.20e+06 wall_t:9342 t:75000 epi:nan +opt_step:224814 lr:0.0003 alpha:0.02924 +2026-02-13 13:47:16 | INFO | PID:5701 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:2739.40 total_reward_ma:1449.10 loss:-12.05 fps:128.4 +frame:1.21e+06 wall_t:9424 t:75625 epi:nan +opt_step:226689 lr:0.0003 alpha:0.02922 +2026-02-13 13:48:39 | INFO | PID:5701 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:2765.40 total_reward_ma:1473.27 loss:-12.65 fps:128.3 +frame:1.22e+06 wall_t:9506 t:76250 epi:nan +opt_step:228564 lr:0.0003 alpha:0.02925 +2026-02-13 13:50:01 | INFO | PID:5701 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:2758.00 total_reward_ma:1497.20 loss:-12.34 fps:128.3 +frame:1.23e+06 wall_t:9589 t:76875 epi:nan +opt_step:230439 lr:0.0003 alpha:0.02873 +2026-02-13 13:51:23 | INFO | PID:5701 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:2758.00 total_reward_ma:1520.85 loss:-12.49 fps:128.2 +frame:1.24e+06 wall_t:9670 t:77500 epi:nan +opt_step:232314 lr:0.0003 alpha:0.02903 +2026-02-13 13:52:46 | INFO | PID:5701 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:2746.80 total_reward_ma:1544.22 loss:-12.65 fps:128.2 +frame:1.25e+06 wall_t:9753 t:78125 epi:nan +opt_step:234189 lr:0.0003 alpha:0.02881 +2026-02-13 13:54:07 | INFO | PID:5701 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:2742.40 total_reward_ma:1567.31 loss:-12.23 fps:128.1 +frame:1.26e+06 wall_t:9835 t:78750 epi:nan +opt_step:236064 lr:0.0003 alpha:0.02874 +2026-02-13 13:55:29 | INFO | PID:5701 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:2740.60 total_reward_ma:1590.25 loss:-12.13 fps:128.1 +frame:1.27e+06 wall_t:9917 t:79375 epi:nan +opt_step:237939 lr:0.0003 alpha:0.02918 +2026-02-13 13:56:51 | INFO | PID:5701 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:2737.60 total_reward_ma:1613.24 loss:-12.3 fps:128 +frame:1.28e+06 wall_t:9998 t:80000 epi:nan +opt_step:239814 lr:0.0003 alpha:0.02903 +2026-02-13 13:58:13 | INFO | PID:5701 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:2724.60 total_reward_ma:1636.28 loss:-12.81 fps:128 +frame:1.29e+06 wall_t:10081 t:80625 epi:nan +opt_step:241689 lr:0.0003 alpha:0.02904 +2026-02-13 13:59:35 | INFO | PID:5701 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:2728.60 total_reward_ma:1659.47 loss:-12.93 fps:127.9 +frame:1.30e+06 wall_t:10163 t:81250 epi:nan +opt_step:243564 lr:0.0003 alpha:0.02893 +2026-02-13 14:00:58 | INFO | PID:5701 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:2721.20 total_reward_ma:1682.58 loss:-12.02 fps:127.9 +frame:1.31e+06 wall_t:10245 t:81875 epi:nan +opt_step:245439 lr:0.0003 alpha:0.02917 +2026-02-13 14:02:20 | INFO | PID:5701 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:2711.80 total_reward_ma:1705.59 loss:-12 fps:127.8 +frame:1.32e+06 wall_t:10327 t:82500 epi:nan +opt_step:247314 lr:0.0003 alpha:0.02903 +2026-02-13 14:03:43 | INFO | PID:5701 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:2725.00 total_reward_ma:1728.78 loss:-12.02 fps:127.8 +frame:1.33e+06 wall_t:10410 t:83125 epi:nan +opt_step:249189 lr:0.0003 alpha:0.02914 +2026-02-13 14:05:05 | INFO | PID:5701 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:2744.20 total_reward_ma:1752.15 loss:-12.51 fps:127.7 +frame:1.34e+06 wall_t:10492 t:83750 epi:nan +opt_step:251064 lr:0.0003 alpha:0.02881 +2026-02-13 14:06:26 | INFO | PID:5701 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:2750.80 total_reward_ma:1775.62 loss:-12.34 fps:127.7 +frame:1.35e+06 wall_t:10574 t:84375 epi:nan +opt_step:252939 lr:0.0003 alpha:0.02897 +2026-02-13 14:07:48 | INFO | PID:5701 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:2744.40 total_reward_ma:1799.09 loss:-12.04 fps:127.6 +frame:1.36e+06 wall_t:10656 t:85000 epi:nan +opt_step:254814 lr:0.0003 alpha:0.02915 +2026-02-13 14:09:11 | INFO | PID:5701 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:2749.60 total_reward_ma:1822.68 loss:-12.62 fps:127.6 +frame:1.37e+06 wall_t:10739 t:85625 epi:nan +opt_step:256689 lr:0.0003 alpha:0.02905 +2026-02-13 14:10:33 | INFO | PID:5701 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:2737.80 total_reward_ma:1846.12 loss:-11.7 fps:127.5 +frame:1.38e+06 wall_t:10821 t:86250 epi:nan +opt_step:258564 lr:0.0003 alpha:0.02946 +2026-02-13 14:11:55 | INFO | PID:5701 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:2754.60 total_reward_ma:1869.74 loss:-12.41 fps:127.5 +frame:1.39e+06 wall_t:10903 t:86875 epi:nan +opt_step:260439 lr:0.0003 alpha:0.02952 +2026-02-13 14:13:17 | INFO | PID:5701 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:2777.00 total_reward_ma:1893.51 loss:-12.31 fps:127.5 +frame:1.40e+06 wall_t:10984 t:87500 epi:nan +opt_step:262314 lr:0.0003 alpha:0.02922 +2026-02-13 14:14:39 | INFO | PID:5701 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:2793.00 total_reward_ma:1917.37 loss:-12.64 fps:127.4 +frame:1.41e+06 wall_t:11066 t:88125 epi:nan +opt_step:264189 lr:0.0003 alpha:0.02967 +2026-02-13 14:16:01 | INFO | PID:5701 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:2801.60 total_reward_ma:1941.09 loss:-12.46 fps:127.4 +frame:1.42e+06 wall_t:11148 t:88750 epi:nan +opt_step:266064 lr:0.0003 alpha:0.02948 +2026-02-13 14:17:23 | INFO | PID:5701 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:2797.60 total_reward_ma:1964.42 loss:-12.49 fps:127.3 +frame:1.43e+06 wall_t:11231 t:89375 epi:nan +opt_step:267939 lr:0.0003 alpha:0.02979 +2026-02-13 14:18:45 | INFO | PID:5701 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:2828.20 total_reward_ma:1987.87 loss:-12.4 fps:127.3 +frame:1.44e+06 wall_t:11313 t:90000 epi:nan +opt_step:269814 lr:0.0003 alpha:0.02955 +2026-02-13 14:20:08 | INFO | PID:5701 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:2829.20 total_reward_ma:2011.28 loss:-12.55 fps:127.2 +frame:1.45e+06 wall_t:11395 t:90625 epi:nan +opt_step:271689 lr:0.0003 alpha:0.02977 +2026-02-13 14:21:30 | INFO | PID:5701 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:2838.00 total_reward_ma:2034.73 loss:-12.69 fps:127.2 +frame:1.46e+06 wall_t:11477 t:91250 epi:nan +opt_step:273564 lr:0.0003 alpha:0.02997 +2026-02-13 14:22:52 | INFO | PID:5701 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:2815.00 total_reward_ma:2057.86 loss:-12.82 fps:127.2 +frame:1.47e+06 wall_t:11560 t:91875 epi:nan +opt_step:275439 lr:0.0003 alpha:0.02955 +2026-02-13 14:24:14 | INFO | PID:5701 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:2816.60 total_reward_ma:2080.89 loss:-12.31 fps:127.1 +frame:1.48e+06 wall_t:11642 t:92500 epi:nan +opt_step:277314 lr:0.0003 alpha:0.02956 +2026-02-13 14:25:37 | INFO | PID:5701 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:2815.20 total_reward_ma:2103.78 loss:-12.84 fps:127.1 +frame:1.49e+06 wall_t:11724 t:93125 epi:nan +opt_step:279189 lr:0.0003 alpha:0.02978 +2026-02-13 14:26:58 | INFO | PID:5701 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:2814.60 total_reward_ma:2126.46 loss:-12.59 fps:127.1 +frame:1.50e+06 wall_t:11806 t:93750 epi:nan +opt_step:281064 lr:0.0003 alpha:0.02949 +2026-02-13 14:28:21 | INFO | PID:5701 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:2804.60 total_reward_ma:2148.94 loss:-12.41 fps:127 +frame:1.51e+06 wall_t:11888 t:94375 epi:nan +opt_step:282939 lr:0.0003 alpha:0.02934 +2026-02-13 14:29:44 | INFO | PID:5701 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:2822.20 total_reward_ma:2171.34 loss:-12.74 fps:127 +frame:1.52e+06 wall_t:11971 t:95000 epi:nan +opt_step:284814 lr:0.0003 alpha:0.02908 +2026-02-13 14:31:06 | INFO | PID:5701 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:2832.60 total_reward_ma:2193.86 loss:-12.31 fps:126.9 +frame:1.53e+06 wall_t:12054 t:95625 epi:nan +opt_step:286689 lr:0.0003 alpha:0.02874 +2026-02-13 14:32:28 | INFO | PID:5701 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:2859.00 total_reward_ma:2216.53 loss:-12.88 fps:126.9 +frame:1.54e+06 wall_t:12136 t:96250 epi:nan +opt_step:288564 lr:0.0003 alpha:0.02909 +2026-02-13 14:33:50 | INFO | PID:5701 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:2860.00 total_reward_ma:2239.00 loss:-12.37 fps:126.9 +frame:1.55e+06 wall_t:12217 t:96875 epi:nan +opt_step:290439 lr:0.0003 alpha:0.02906 +2026-02-13 14:35:13 | INFO | PID:5701 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:2869.60 total_reward_ma:2261.53 loss:-12.21 fps:126.8 +frame:1.56e+06 wall_t:12300 t:97500 epi:nan +opt_step:292314 lr:0.0003 alpha:0.02859 +2026-02-13 14:36:35 | INFO | PID:5701 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:2843.60 total_reward_ma:2283.56 loss:-12.11 fps:126.8 +frame:1.57e+06 wall_t:12382 t:98125 epi:nan +opt_step:294189 lr:0.0003 alpha:0.02866 +2026-02-13 14:37:57 | INFO | PID:5701 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:2878.40 total_reward_ma:2305.48 loss:-13.01 fps:126.8 +frame:1.58e+06 wall_t:12465 t:98750 epi:nan +opt_step:296064 lr:0.0003 alpha:0.02836 +2026-02-13 14:39:20 | INFO | PID:5701 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:2836.20 total_reward_ma:2326.82 loss:-12.55 fps:126.7 +frame:1.59e+06 wall_t:12548 t:99375 epi:nan +opt_step:297939 lr:0.0003 alpha:0.02855 +2026-02-13 14:40:42 | INFO | PID:5701 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:2813.20 total_reward_ma:2347.29 loss:-12.69 fps:126.7 +frame:1.60e+06 wall_t:12630 t:100000 epi:nan +opt_step:299814 lr:0.0003 alpha:0.02817 +2026-02-13 14:42:04 | INFO | PID:5701 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:2794.20 total_reward_ma:2367.00 loss:-12.42 fps:126.7 +frame:1.61e+06 wall_t:12711 t:100625 epi:nan +opt_step:301689 lr:0.0003 alpha:0.02843 +2026-02-13 14:43:26 | INFO | PID:5701 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:2804.60 total_reward_ma:2386.47 loss:-12.24 fps:126.6 +frame:1.62e+06 wall_t:12793 t:101250 epi:nan +opt_step:303564 lr:0.0003 alpha:0.02874 +2026-02-13 14:44:48 | INFO | PID:5701 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:2819.40 total_reward_ma:2405.38 loss:-13.03 fps:126.6 +frame:1.63e+06 wall_t:12875 t:101875 epi:nan +opt_step:305439 lr:0.0003 alpha:0.02835 +2026-02-13 14:46:10 | INFO | PID:5701 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:2819.60 total_reward_ma:2423.94 loss:-12.25 fps:126.6 +frame:1.64e+06 wall_t:12957 t:102500 epi:nan +opt_step:307314 lr:0.0003 alpha:0.0283 +2026-02-13 14:47:32 | INFO | PID:5701 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:2794.00 total_reward_ma:2442.05 loss:-12.06 fps:126.5 +frame:1.65e+06 wall_t:13039 t:103125 epi:nan +opt_step:309189 lr:0.0003 alpha:0.02886 +2026-02-13 14:48:55 | INFO | PID:5701 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:2796.00 total_reward_ma:2459.83 loss:-12.59 fps:126.5 +frame:1.66e+06 wall_t:13122 t:103750 epi:nan +opt_step:311064 lr:0.0003 alpha:0.02858 +2026-02-13 14:50:17 | INFO | PID:5701 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:2800.20 total_reward_ma:2477.14 loss:-12.35 fps:126.5 +frame:1.67e+06 wall_t:13205 t:104375 epi:nan +opt_step:312939 lr:0.0003 alpha:0.02878 +2026-02-13 14:51:39 | INFO | PID:5701 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:2797.40 total_reward_ma:2493.81 loss:-12.56 fps:126.4 +frame:1.68e+06 wall_t:13287 t:105000 epi:nan +opt_step:314814 lr:0.0003 alpha:0.02842 +2026-02-13 14:53:01 | INFO | PID:5701 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:2792.40 total_reward_ma:2510.44 loss:-12.17 fps:126.4 +frame:1.69e+06 wall_t:13369 t:105625 epi:nan +opt_step:316689 lr:0.0003 alpha:0.02856 +2026-02-13 14:54:24 | INFO | PID:5701 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:2794.40 total_reward_ma:2526.32 loss:-12.46 fps:126.4 +frame:1.70e+06 wall_t:13451 t:106250 epi:nan +opt_step:318564 lr:0.0003 alpha:0.02868 +2026-02-13 14:55:46 | INFO | PID:5701 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:2797.60 total_reward_ma:2541.58 loss:-12.38 fps:126.4 +frame:1.71e+06 wall_t:13533 t:106875 epi:nan +opt_step:320439 lr:0.0003 alpha:0.02826 +2026-02-13 14:57:07 | INFO | PID:5701 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:2802.80 total_reward_ma:2555.82 loss:-12.41 fps:126.3 +frame:1.72e+06 wall_t:13615 t:107500 epi:nan +opt_step:322314 lr:0.0003 alpha:0.02839 +2026-02-13 14:58:30 | INFO | PID:5701 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:2792.40 total_reward_ma:2569.70 loss:-12.43 fps:126.3 +frame:1.73e+06 wall_t:13697 t:108125 epi:nan +opt_step:324189 lr:0.0003 alpha:0.02845 +2026-02-13 14:59:53 | INFO | PID:5701 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:2804.20 total_reward_ma:2583.10 loss:-12.43 fps:126.3 +frame:1.74e+06 wall_t:13780 t:108750 epi:nan +opt_step:326064 lr:0.0003 alpha:0.02892 +2026-02-13 15:01:15 | INFO | PID:5701 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:2792.20 total_reward_ma:2596.04 loss:-12.48 fps:126.2 +frame:1.75e+06 wall_t:13862 t:109375 epi:nan +opt_step:327939 lr:0.0003 alpha:0.02854 +2026-02-13 15:02:37 | INFO | PID:5701 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:2808.20 total_reward_ma:2608.42 loss:-11.85 fps:126.2 +frame:1.76e+06 wall_t:13945 t:110000 epi:nan +opt_step:329814 lr:0.0003 alpha:0.02897 +2026-02-13 15:03:59 | INFO | PID:5701 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:2796.40 total_reward_ma:2619.84 loss:-12.34 fps:126.2 +frame:1.77e+06 wall_t:14026 t:110625 epi:nan +opt_step:331689 lr:0.0003 alpha:0.02857 +2026-02-13 15:05:21 | INFO | PID:5701 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:2824.00 total_reward_ma:2630.84 loss:-12.61 fps:126.2 +frame:1.78e+06 wall_t:14109 t:111250 epi:nan +opt_step:333564 lr:0.0003 alpha:0.02787 +2026-02-13 15:06:44 | INFO | PID:5701 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:2822.40 total_reward_ma:2641.83 loss:-12.22 fps:126.1 +frame:1.79e+06 wall_t:14191 t:111875 epi:nan +opt_step:335439 lr:0.0003 alpha:0.02831 +2026-02-13 15:08:06 | INFO | PID:5701 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:2823.00 total_reward_ma:2651.67 loss:-12.22 fps:126.1 +frame:1.80e+06 wall_t:14273 t:112500 epi:nan +opt_step:337314 lr:0.0003 alpha:0.02784 +2026-02-13 15:09:28 | INFO | PID:5701 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:2820.40 total_reward_ma:2660.97 loss:-12.36 fps:126.1 +frame:1.81e+06 wall_t:14355 t:113125 epi:nan +opt_step:339189 lr:0.0003 alpha:0.02805 +2026-02-13 15:10:50 | INFO | PID:5701 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:2810.80 total_reward_ma:2669.42 loss:-12.13 fps:126.1 +frame:1.82e+06 wall_t:14438 t:113750 epi:nan +opt_step:341064 lr:0.0003 alpha:0.02839 +2026-02-13 15:12:12 | INFO | PID:5701 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:2799.80 total_reward_ma:2677.39 loss:-12.55 fps:126 +frame:1.83e+06 wall_t:14520 t:114375 epi:nan +opt_step:342939 lr:0.0003 alpha:0.02841 +2026-02-13 15:13:34 | INFO | PID:5701 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:2830.20 total_reward_ma:2685.33 loss:-12.36 fps:126 +frame:1.84e+06 wall_t:14602 t:115000 epi:nan +opt_step:344814 lr:0.0003 alpha:0.02772 +2026-02-13 15:14:57 | INFO | PID:5701 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:2848.60 total_reward_ma:2693.24 loss:-12.01 fps:126 +frame:1.85e+06 wall_t:14685 t:115625 epi:nan +opt_step:346689 lr:0.0003 alpha:0.02796 +2026-02-13 15:16:19 | INFO | PID:5701 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:2863.80 total_reward_ma:2700.85 loss:-12.38 fps:126 +frame:1.86e+06 wall_t:14767 t:116250 epi:nan +opt_step:348564 lr:0.0003 alpha:0.02875 +2026-02-13 15:17:41 | INFO | PID:5701 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:2904.00 total_reward_ma:2708.46 loss:-12.55 fps:125.9 +frame:1.87e+06 wall_t:14849 t:116875 epi:nan +opt_step:350439 lr:0.0003 alpha:0.02843 +2026-02-13 15:19:04 | INFO | PID:5701 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:2903.20 total_reward_ma:2715.53 loss:-12.7 fps:125.9 +frame:1.88e+06 wall_t:14931 t:117500 epi:nan +opt_step:352314 lr:0.0003 alpha:0.02816 +2026-02-13 15:20:25 | INFO | PID:5701 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:2900.20 total_reward_ma:2722.19 loss:-12.08 fps:125.9 +frame:1.89e+06 wall_t:15013 t:118125 epi:nan +opt_step:354189 lr:0.0003 alpha:0.02865 +2026-02-13 15:21:48 | INFO | PID:5701 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:2907.80 total_reward_ma:2728.79 loss:-12.53 fps:125.9 +frame:1.90e+06 wall_t:15095 t:118750 epi:nan +opt_step:356064 lr:0.0003 alpha:0.02864 +2026-02-13 15:23:10 | INFO | PID:5701 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:2903.60 total_reward_ma:2735.20 loss:-12.57 fps:125.8 +frame:1.91e+06 wall_t:15177 t:119375 epi:nan +opt_step:357939 lr:0.0003 alpha:0.02883 +2026-02-13 15:24:31 | INFO | PID:5701 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:2896.80 total_reward_ma:2740.84 loss:-11.76 fps:125.8 +frame:1.92e+06 wall_t:15258 t:120000 epi:nan +opt_step:359814 lr:0.0003 alpha:0.02888 +2026-02-13 15:25:53 | INFO | PID:5701 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:2925.80 total_reward_ma:2746.30 loss:-12.09 fps:125.8 +frame:1.93e+06 wall_t:15340 t:120625 epi:nan +opt_step:361689 lr:0.0003 alpha:0.02879 +2026-02-13 15:27:15 | INFO | PID:5701 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:2908.80 total_reward_ma:2751.25 loss:-12.8 fps:125.8 +frame:1.94e+06 wall_t:15423 t:121250 epi:nan +opt_step:363564 lr:0.0003 alpha:0.02912 +2026-02-13 15:28:37 | INFO | PID:5701 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:2928.00 total_reward_ma:2756.36 loss:-12.58 fps:125.8 +frame:1.95e+06 wall_t:15505 t:121875 epi:nan +opt_step:365439 lr:0.0003 alpha:0.02947 +2026-02-13 15:29:57 | INFO | PID:5701 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:2934.60 total_reward_ma:2761.53 loss:-12.63 fps:125.8 +frame:1.96e+06 wall_t:15585 t:122500 epi:nan +opt_step:367314 lr:0.0003 alpha:0.02934 +2026-02-13 15:31:17 | INFO | PID:5701 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:2930.20 total_reward_ma:2766.51 loss:-12.18 fps:125.8 +frame:1.97e+06 wall_t:15665 t:123125 epi:nan +opt_step:369189 lr:0.0003 alpha:0.02909 +2026-02-13 15:32:38 | INFO | PID:5701 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:2933.00 total_reward_ma:2771.13 loss:-12.41 fps:125.8 +frame:1.98e+06 wall_t:15745 t:123750 epi:nan +opt_step:371064 lr:0.0003 alpha:0.02917 +2026-02-13 15:33:59 | INFO | PID:5701 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:2923.60 total_reward_ma:2775.69 loss:-12.66 fps:125.7 +frame:1.99e+06 wall_t:15826 t:124375 epi:nan +opt_step:372939 lr:0.0003 alpha:0.02901 +2026-02-13 15:35:07 | INFO | PID:5701 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_seaquest_t0_s0 [train] +total_reward:2928.80 total_reward_ma:2779.96 loss:-12.52 fps:125.8 +frame:2.00e+06 wall_t:15895 t:125000 epi:nan +opt_step:374814 lr:0.0003 alpha:0.02891 +2026-02-13 15:35:08 | INFO | PID:5701 | slm_lab.lib.logger:info | Session 0 done diff --git a/data/sac_atari_seaquest_2026_02_13_111005/log/sac_atari_seaquest_t0_s1.log b/data/sac_atari_seaquest_2026_02_13_111005/log/sac_atari_seaquest_t0_s1.log new file mode 100644 index 0000000000000000000000000000000000000000..0d68543010612a414ab192f2742b3d700447d4e9 --- /dev/null +++ b/data/sac_atari_seaquest_2026_02_13_111005/log/sac_atari_seaquest_t0_s1.log @@ -0,0 +1,802 @@ +2026-02-13 11:10:10 | INFO | PID:5702 | slm_lab.env:_make_vector_env | AtariVectorEnv: 16 envs, native preprocessing +2026-02-13 11:12:02 | INFO | PID:5702 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:31.11 total_reward_ma:31.11 loss:-18.55 fps:91.74 +frame:1.00e+04 wall_t:109 t:625 epi:nan +opt_step:1689 lr:0.0003 alpha:0.6311 +2026-02-13 11:13:19 | INFO | PID:5702 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:82.86 total_reward_ma:56.98 loss:-28.46 fps:107.5 +frame:2.00e+04 wall_t:186 t:1250 epi:nan +opt_step:3564 lr:0.0003 alpha:0.4036 +2026-02-13 11:14:35 | INFO | PID:5702 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:83.04 total_reward_ma:65.67 loss:-32.16 fps:114.5 +frame:3.00e+04 wall_t:262 t:1875 epi:nan +opt_step:5439 lr:0.0003 alpha:0.2644 +2026-02-13 11:15:53 | INFO | PID:5702 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:89.69 total_reward_ma:71.67 loss:-35.61 fps:117.6 +frame:4.00e+04 wall_t:340 t:2500 epi:nan +opt_step:7314 lr:0.0003 alpha:0.1747 +2026-02-13 11:17:09 | INFO | PID:5702 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:97.95 total_reward_ma:76.93 loss:-35.06 fps:120.2 +frame:5.00e+04 wall_t:416 t:3125 epi:nan +opt_step:9189 lr:0.0003 alpha:0.116 +2026-02-13 11:18:26 | INFO | PID:5702 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:105.05 total_reward_ma:81.62 loss:-34.3 fps:121.7 +frame:6.00e+04 wall_t:493 t:3750 epi:nan +opt_step:11064 lr:0.0003 alpha:0.07726 +2026-02-13 11:19:42 | INFO | PID:5702 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:114.40 total_reward_ma:86.30 loss:-32.78 fps:122.8 +frame:7.00e+04 wall_t:570 t:4375 epi:nan +opt_step:12939 lr:0.0003 alpha:0.05177 +2026-02-13 11:21:00 | INFO | PID:5702 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:125.80 total_reward_ma:91.24 loss:-31.06 fps:123.6 +frame:8.00e+04 wall_t:647 t:5000 epi:nan +opt_step:14814 lr:0.0003 alpha:0.03509 +2026-02-13 11:22:16 | INFO | PID:5702 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:146.80 total_reward_ma:97.41 loss:-28.63 fps:124.3 +frame:9.00e+04 wall_t:724 t:5625 epi:nan +opt_step:16689 lr:0.0003 alpha:0.02413 +2026-02-13 11:23:32 | INFO | PID:5702 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:170.20 total_reward_ma:104.69 loss:-27.04 fps:125 +frame:1.00e+05 wall_t:800 t:6250 epi:nan +opt_step:18564 lr:0.0003 alpha:0.01703 +2026-02-13 11:24:49 | INFO | PID:5702 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:184.00 total_reward_ma:111.90 loss:-25.11 fps:125.6 +frame:1.10e+05 wall_t:876 t:6875 epi:nan +opt_step:20439 lr:0.0003 alpha:0.01249 +2026-02-13 11:26:06 | INFO | PID:5702 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:211.80 total_reward_ma:120.23 loss:-23.41 fps:125.9 +frame:1.20e+05 wall_t:953 t:7500 epi:nan +opt_step:22314 lr:0.0003 alpha:0.009715 +2026-02-13 11:27:22 | INFO | PID:5702 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:231.60 total_reward_ma:128.79 loss:-21.55 fps:126.3 +frame:1.30e+05 wall_t:1029 t:8125 epi:nan +opt_step:24189 lr:0.0003 alpha:0.008242 +2026-02-13 11:28:39 | INFO | PID:5702 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:245.40 total_reward_ma:137.12 loss:-19.65 fps:126.6 +frame:1.40e+05 wall_t:1106 t:8750 epi:nan +opt_step:26064 lr:0.0003 alpha:0.007999 +2026-02-13 11:29:55 | INFO | PID:5702 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:269.80 total_reward_ma:145.97 loss:-18.58 fps:126.8 +frame:1.50e+05 wall_t:1183 t:9375 epi:nan +opt_step:27939 lr:0.0003 alpha:0.007897 +2026-02-13 11:31:12 | INFO | PID:5702 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:284.00 total_reward_ma:154.59 loss:-17.37 fps:127.1 +frame:1.60e+05 wall_t:1259 t:10000 epi:nan +opt_step:29814 lr:0.0003 alpha:0.007726 +2026-02-13 11:32:28 | INFO | PID:5702 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:308.40 total_reward_ma:163.64 loss:-15.65 fps:127.2 +frame:1.70e+05 wall_t:1336 t:10625 epi:nan +opt_step:31689 lr:0.0003 alpha:0.008607 +2026-02-13 11:33:45 | INFO | PID:5702 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:311.80 total_reward_ma:171.87 loss:-14.97 fps:127.5 +frame:1.80e+05 wall_t:1412 t:11250 epi:nan +opt_step:33564 lr:0.0003 alpha:0.009044 +2026-02-13 11:35:01 | INFO | PID:5702 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:311.80 total_reward_ma:179.24 loss:-14.1 fps:127.6 +frame:1.90e+05 wall_t:1489 t:11875 epi:nan +opt_step:35439 lr:0.0003 alpha:0.01045 +2026-02-13 11:36:19 | INFO | PID:5702 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:309.20 total_reward_ma:185.74 loss:-13.44 fps:127.7 +frame:2.00e+05 wall_t:1566 t:12500 epi:nan +opt_step:37314 lr:0.0003 alpha:0.01032 +2026-02-13 11:37:35 | INFO | PID:5702 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:310.80 total_reward_ma:191.69 loss:-11.88 fps:127.8 +frame:2.10e+05 wall_t:1643 t:13125 epi:nan +opt_step:39189 lr:0.0003 alpha:0.01175 +2026-02-13 11:38:53 | INFO | PID:5702 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:322.00 total_reward_ma:197.61 loss:-11.63 fps:127.9 +frame:2.20e+05 wall_t:1720 t:13750 epi:nan +opt_step:41064 lr:0.0003 alpha:0.0117 +2026-02-13 11:40:10 | INFO | PID:5702 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:323.00 total_reward_ma:203.07 loss:-10.9 fps:127.9 +frame:2.30e+05 wall_t:1798 t:14375 epi:nan +opt_step:42939 lr:0.0003 alpha:0.01126 +2026-02-13 11:41:28 | INFO | PID:5702 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:336.00 total_reward_ma:208.60 loss:-10.51 fps:128 +frame:2.40e+05 wall_t:1875 t:15000 epi:nan +opt_step:44814 lr:0.0003 alpha:0.01088 +2026-02-13 11:42:45 | INFO | PID:5702 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:342.40 total_reward_ma:213.96 loss:-9.982 fps:128.1 +frame:2.50e+05 wall_t:1952 t:15625 epi:nan +opt_step:46689 lr:0.0003 alpha:0.01018 +2026-02-13 11:44:02 | INFO | PID:5702 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:352.80 total_reward_ma:219.30 loss:-9.397 fps:128.1 +frame:2.60e+05 wall_t:2029 t:16250 epi:nan +opt_step:48564 lr:0.0003 alpha:0.009691 +2026-02-13 11:45:18 | INFO | PID:5702 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:361.60 total_reward_ma:224.57 loss:-8.911 fps:128.2 +frame:2.70e+05 wall_t:2106 t:16875 epi:nan +opt_step:50439 lr:0.0003 alpha:0.009036 +2026-02-13 11:46:34 | INFO | PID:5702 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:368.80 total_reward_ma:229.72 loss:-8.377 fps:128.4 +frame:2.80e+05 wall_t:2181 t:17500 epi:nan +opt_step:52314 lr:0.0003 alpha:0.009239 +2026-02-13 11:47:50 | INFO | PID:5702 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:373.00 total_reward_ma:234.66 loss:-8.041 fps:128.5 +frame:2.90e+05 wall_t:2257 t:18125 epi:nan +opt_step:54189 lr:0.0003 alpha:0.008839 +2026-02-13 11:49:06 | INFO | PID:5702 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:379.40 total_reward_ma:239.48 loss:-7.715 fps:128.6 +frame:3.00e+05 wall_t:2333 t:18750 epi:nan +opt_step:56064 lr:0.0003 alpha:0.009583 +2026-02-13 11:50:23 | INFO | PID:5702 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:383.60 total_reward_ma:244.13 loss:-7.427 fps:128.6 +frame:3.10e+05 wall_t:2410 t:19375 epi:nan +opt_step:57939 lr:0.0003 alpha:0.009314 +2026-02-13 11:51:39 | INFO | PID:5702 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:404.80 total_reward_ma:249.15 loss:-7.138 fps:128.7 +frame:3.20e+05 wall_t:2486 t:20000 epi:nan +opt_step:59814 lr:0.0003 alpha:0.01002 +2026-02-13 11:52:56 | INFO | PID:5702 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:436.80 total_reward_ma:254.84 loss:-6.821 fps:128.8 +frame:3.30e+05 wall_t:2563 t:20625 epi:nan +opt_step:61689 lr:0.0003 alpha:0.009366 +2026-02-13 11:54:13 | INFO | PID:5702 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:446.00 total_reward_ma:260.46 loss:-6.475 fps:128.8 +frame:3.40e+05 wall_t:2640 t:21250 epi:nan +opt_step:63564 lr:0.0003 alpha:0.009447 +2026-02-13 11:55:29 | INFO | PID:5702 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:454.80 total_reward_ma:266.01 loss:-6.306 fps:128.8 +frame:3.50e+05 wall_t:2717 t:21875 epi:nan +opt_step:65439 lr:0.0003 alpha:0.009571 +2026-02-13 11:56:46 | INFO | PID:5702 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:450.00 total_reward_ma:271.12 loss:-6.137 fps:128.9 +frame:3.60e+05 wall_t:2793 t:22500 epi:nan +opt_step:67314 lr:0.0003 alpha:0.009511 +2026-02-13 11:58:02 | INFO | PID:5702 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:443.80 total_reward_ma:275.79 loss:-6.116 fps:129 +frame:3.70e+05 wall_t:2869 t:23125 epi:nan +opt_step:69189 lr:0.0003 alpha:0.008974 +2026-02-13 11:59:18 | INFO | PID:5702 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:436.40 total_reward_ma:280.02 loss:-5.837 fps:129 +frame:3.80e+05 wall_t:2946 t:23750 epi:nan +opt_step:71064 lr:0.0003 alpha:0.009 +2026-02-13 12:00:34 | INFO | PID:5702 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:422.20 total_reward_ma:283.66 loss:-6.132 fps:129.1 +frame:3.90e+05 wall_t:3021 t:24375 epi:nan +opt_step:72939 lr:0.0003 alpha:0.008538 +2026-02-13 12:01:50 | INFO | PID:5702 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:421.40 total_reward_ma:287.11 loss:-5.719 fps:129.2 +frame:4.00e+05 wall_t:3097 t:25000 epi:nan +opt_step:74814 lr:0.0003 alpha:0.009195 +2026-02-13 12:03:06 | INFO | PID:5702 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:424.60 total_reward_ma:290.46 loss:-5.897 fps:129.2 +frame:4.10e+05 wall_t:3174 t:25625 epi:nan +opt_step:76689 lr:0.0003 alpha:0.008524 +2026-02-13 12:04:21 | INFO | PID:5702 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:438.60 total_reward_ma:293.99 loss:-5.769 fps:129.3 +frame:4.20e+05 wall_t:3249 t:26250 epi:nan +opt_step:78564 lr:0.0003 alpha:0.009277 +2026-02-13 12:05:37 | INFO | PID:5702 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:436.80 total_reward_ma:297.31 loss:-5.634 fps:129.3 +frame:4.30e+05 wall_t:3325 t:26875 epi:nan +opt_step:80439 lr:0.0003 alpha:0.009779 +2026-02-13 12:06:53 | INFO | PID:5702 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:439.00 total_reward_ma:300.53 loss:-5.391 fps:129.4 +frame:4.40e+05 wall_t:3401 t:27500 epi:nan +opt_step:82314 lr:0.0003 alpha:0.009834 +2026-02-13 12:08:11 | INFO | PID:5702 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:431.60 total_reward_ma:303.44 loss:-5.743 fps:129.4 +frame:4.50e+05 wall_t:3478 t:28125 epi:nan +opt_step:84189 lr:0.0003 alpha:0.009929 +2026-02-13 12:09:27 | INFO | PID:5702 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:423.40 total_reward_ma:306.05 loss:-5.591 fps:129.4 +frame:4.60e+05 wall_t:3554 t:28750 epi:nan +opt_step:86064 lr:0.0003 alpha:0.009949 +2026-02-13 12:10:43 | INFO | PID:5702 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:420.80 total_reward_ma:308.49 loss:-5.589 fps:129.5 +frame:4.70e+05 wall_t:3630 t:29375 epi:nan +opt_step:87939 lr:0.0003 alpha:0.0104 +2026-02-13 12:11:58 | INFO | PID:5702 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:415.60 total_reward_ma:310.72 loss:-5.31 fps:129.5 +frame:4.80e+05 wall_t:3706 t:30000 epi:nan +opt_step:89814 lr:0.0003 alpha:0.01062 +2026-02-13 12:13:14 | INFO | PID:5702 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:416.20 total_reward_ma:312.88 loss:-5.366 fps:129.6 +frame:4.90e+05 wall_t:3781 t:30625 epi:nan +opt_step:91689 lr:0.0003 alpha:0.0107 +2026-02-13 12:14:30 | INFO | PID:5702 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:420.80 total_reward_ma:315.03 loss:-5.418 fps:129.6 +frame:5.00e+05 wall_t:3858 t:31250 epi:nan +opt_step:93564 lr:0.0003 alpha:0.01127 +2026-02-13 12:15:46 | INFO | PID:5702 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:424.40 total_reward_ma:317.18 loss:-5.424 fps:129.6 +frame:5.10e+05 wall_t:3934 t:31875 epi:nan +opt_step:95439 lr:0.0003 alpha:0.01104 +2026-02-13 12:17:02 | INFO | PID:5702 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:438.20 total_reward_ma:319.51 loss:-5.099 fps:129.7 +frame:5.20e+05 wall_t:4010 t:32500 epi:nan +opt_step:97314 lr:0.0003 alpha:0.01166 +2026-02-13 12:18:18 | INFO | PID:5702 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:455.00 total_reward_ma:322.06 loss:-5.381 fps:129.7 +frame:5.30e+05 wall_t:4086 t:33125 epi:nan +opt_step:99189 lr:0.0003 alpha:0.01235 +2026-02-13 12:19:35 | INFO | PID:5702 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:462.60 total_reward_ma:324.66 loss:-5.499 fps:129.7 +frame:5.40e+05 wall_t:4163 t:33750 epi:nan +opt_step:101064 lr:0.0003 alpha:0.01273 +2026-02-13 12:20:52 | INFO | PID:5702 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:470.60 total_reward_ma:327.32 loss:-5.468 fps:129.7 +frame:5.50e+05 wall_t:4239 t:34375 epi:nan +opt_step:102939 lr:0.0003 alpha:0.01273 +2026-02-13 12:22:07 | INFO | PID:5702 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:472.60 total_reward_ma:329.91 loss:-5.269 fps:129.8 +frame:5.60e+05 wall_t:4315 t:35000 epi:nan +opt_step:104814 lr:0.0003 alpha:0.01281 +2026-02-13 12:23:23 | INFO | PID:5702 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:481.00 total_reward_ma:332.56 loss:-5.588 fps:129.8 +frame:5.70e+05 wall_t:4390 t:35625 epi:nan +opt_step:106689 lr:0.0003 alpha:0.01364 +2026-02-13 12:24:39 | INFO | PID:5702 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:492.80 total_reward_ma:335.33 loss:-5.374 fps:129.9 +frame:5.80e+05 wall_t:4466 t:36250 epi:nan +opt_step:108564 lr:0.0003 alpha:0.01311 +2026-02-13 12:25:55 | INFO | PID:5702 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:489.80 total_reward_ma:337.94 loss:-5.55 fps:129.9 +frame:5.90e+05 wall_t:4542 t:36875 epi:nan +opt_step:110439 lr:0.0003 alpha:0.01367 +2026-02-13 12:27:10 | INFO | PID:5702 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:486.20 total_reward_ma:340.42 loss:-5.683 fps:129.9 +frame:6.00e+05 wall_t:4618 t:37500 epi:nan +opt_step:112314 lr:0.0003 alpha:0.01375 +2026-02-13 12:28:27 | INFO | PID:5702 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:490.20 total_reward_ma:342.87 loss:-5.814 fps:130 +frame:6.10e+05 wall_t:4694 t:38125 epi:nan +opt_step:114189 lr:0.0003 alpha:0.01427 +2026-02-13 12:29:43 | INFO | PID:5702 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:498.60 total_reward_ma:345.38 loss:-5.696 fps:130 +frame:6.20e+05 wall_t:4771 t:38750 epi:nan +opt_step:116064 lr:0.0003 alpha:0.01449 +2026-02-13 12:30:59 | INFO | PID:5702 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:501.80 total_reward_ma:347.87 loss:-5.939 fps:130 +frame:6.30e+05 wall_t:4846 t:39375 epi:nan +opt_step:117939 lr:0.0003 alpha:0.01477 +2026-02-13 12:32:16 | INFO | PID:5702 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:507.80 total_reward_ma:350.36 loss:-5.818 fps:130 +frame:6.40e+05 wall_t:4923 t:40000 epi:nan +opt_step:119814 lr:0.0003 alpha:0.01486 +2026-02-13 12:33:31 | INFO | PID:5702 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:513.80 total_reward_ma:352.88 loss:-5.925 fps:130 +frame:6.50e+05 wall_t:4999 t:40625 epi:nan +opt_step:121689 lr:0.0003 alpha:0.01542 +2026-02-13 12:34:47 | INFO | PID:5702 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:518.40 total_reward_ma:355.39 loss:-6.109 fps:130 +frame:6.60e+05 wall_t:5075 t:41250 epi:nan +opt_step:123564 lr:0.0003 alpha:0.01577 +2026-02-13 12:36:04 | INFO | PID:5702 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:513.00 total_reward_ma:357.74 loss:-5.99 fps:130.1 +frame:6.70e+05 wall_t:5151 t:41875 epi:nan +opt_step:125439 lr:0.0003 alpha:0.01603 +2026-02-13 12:37:21 | INFO | PID:5702 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:506.40 total_reward_ma:359.93 loss:-5.991 fps:130.1 +frame:6.80e+05 wall_t:5228 t:42500 epi:nan +opt_step:127314 lr:0.0003 alpha:0.01617 +2026-02-13 12:38:37 | INFO | PID:5702 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:506.60 total_reward_ma:362.05 loss:-5.873 fps:130.1 +frame:6.90e+05 wall_t:5304 t:43125 epi:nan +opt_step:129189 lr:0.0003 alpha:0.01679 +2026-02-13 12:39:54 | INFO | PID:5702 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:522.00 total_reward_ma:364.34 loss:-6.415 fps:130.1 +frame:7.00e+05 wall_t:5381 t:43750 epi:nan +opt_step:131064 lr:0.0003 alpha:0.01758 +2026-02-13 12:41:10 | INFO | PID:5702 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:518.60 total_reward_ma:366.51 loss:-6.6 fps:130.1 +frame:7.10e+05 wall_t:5458 t:44375 epi:nan +opt_step:132939 lr:0.0003 alpha:0.01783 +2026-02-13 12:42:28 | INFO | PID:5702 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:517.60 total_reward_ma:368.61 loss:-6.458 fps:130.1 +frame:7.20e+05 wall_t:5535 t:45000 epi:nan +opt_step:134814 lr:0.0003 alpha:0.01812 +2026-02-13 12:43:44 | INFO | PID:5702 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:513.80 total_reward_ma:370.60 loss:-6.421 fps:130.1 +frame:7.30e+05 wall_t:5612 t:45625 epi:nan +opt_step:136689 lr:0.0003 alpha:0.01847 +2026-02-13 12:45:00 | INFO | PID:5702 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:521.20 total_reward_ma:372.63 loss:-6.861 fps:130.1 +frame:7.40e+05 wall_t:5688 t:46250 epi:nan +opt_step:138564 lr:0.0003 alpha:0.01883 +2026-02-13 12:46:16 | INFO | PID:5702 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:529.00 total_reward_ma:374.72 loss:-6.957 fps:130.1 +frame:7.50e+05 wall_t:5764 t:46875 epi:nan +opt_step:140439 lr:0.0003 alpha:0.01894 +2026-02-13 12:47:33 | INFO | PID:5702 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:533.40 total_reward_ma:376.80 loss:-6.862 fps:130.1 +frame:7.60e+05 wall_t:5840 t:47500 epi:nan +opt_step:142314 lr:0.0003 alpha:0.01984 +2026-02-13 12:48:50 | INFO | PID:5702 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:556.60 total_reward_ma:379.14 loss:-7.084 fps:130.1 +frame:7.70e+05 wall_t:5917 t:48125 epi:nan +opt_step:144189 lr:0.0003 alpha:0.02004 +2026-02-13 12:50:05 | INFO | PID:5702 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:567.80 total_reward_ma:381.56 loss:-7.261 fps:130.2 +frame:7.80e+05 wall_t:5993 t:48750 epi:nan +opt_step:146064 lr:0.0003 alpha:0.02079 +2026-02-13 12:51:22 | INFO | PID:5702 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:576.80 total_reward_ma:384.03 loss:-7.474 fps:130.2 +frame:7.90e+05 wall_t:6069 t:49375 epi:nan +opt_step:147939 lr:0.0003 alpha:0.02107 +2026-02-13 12:52:38 | INFO | PID:5702 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:610.40 total_reward_ma:386.86 loss:-7.611 fps:130.2 +frame:8.00e+05 wall_t:6145 t:50000 epi:nan +opt_step:149814 lr:0.0003 alpha:0.02174 +2026-02-13 12:53:54 | INFO | PID:5702 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:623.80 total_reward_ma:389.78 loss:-7.745 fps:130.2 +frame:8.10e+05 wall_t:6222 t:50625 epi:nan +opt_step:151689 lr:0.0003 alpha:0.02197 +2026-02-13 12:55:10 | INFO | PID:5702 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:648.80 total_reward_ma:392.94 loss:-7.911 fps:130.2 +frame:8.20e+05 wall_t:6298 t:51250 epi:nan +opt_step:153564 lr:0.0003 alpha:0.02215 +2026-02-13 12:56:26 | INFO | PID:5702 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:689.80 total_reward_ma:396.52 loss:-8.103 fps:130.2 +frame:8.30e+05 wall_t:6373 t:51875 epi:nan +opt_step:155439 lr:0.0003 alpha:0.02273 +2026-02-13 12:57:42 | INFO | PID:5702 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:694.40 total_reward_ma:400.07 loss:-8.013 fps:130.3 +frame:8.40e+05 wall_t:6449 t:52500 epi:nan +opt_step:157314 lr:0.0003 alpha:0.02278 +2026-02-13 12:59:00 | INFO | PID:5702 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:727.00 total_reward_ma:403.91 loss:-8.287 fps:130.2 +frame:8.50e+05 wall_t:6527 t:53125 epi:nan +opt_step:159189 lr:0.0003 alpha:0.0228 +2026-02-13 13:00:19 | INFO | PID:5702 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:742.40 total_reward_ma:407.85 loss:-8.144 fps:130.2 +frame:8.60e+05 wall_t:6606 t:53750 epi:nan +opt_step:161064 lr:0.0003 alpha:0.02338 +2026-02-13 13:01:38 | INFO | PID:5702 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:757.80 total_reward_ma:411.87 loss:-8.226 fps:130.1 +frame:8.70e+05 wall_t:6685 t:54375 epi:nan +opt_step:162939 lr:0.0003 alpha:0.02365 +2026-02-13 13:02:57 | INFO | PID:5702 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:755.00 total_reward_ma:415.77 loss:-8.558 fps:130.1 +frame:8.80e+05 wall_t:6764 t:55000 epi:nan +opt_step:164814 lr:0.0003 alpha:0.02524 +2026-02-13 13:04:17 | INFO | PID:5702 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:767.40 total_reward_ma:419.72 loss:-8.81 fps:130 +frame:8.90e+05 wall_t:6844 t:55625 epi:nan +opt_step:166689 lr:0.0003 alpha:0.02666 +2026-02-13 13:05:36 | INFO | PID:5702 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:775.00 total_reward_ma:423.67 loss:-9.124 fps:130 +frame:9.00e+05 wall_t:6923 t:56250 epi:nan +opt_step:168564 lr:0.0003 alpha:0.02739 +2026-02-13 13:06:55 | INFO | PID:5702 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:762.00 total_reward_ma:427.39 loss:-9.634 fps:129.9 +frame:9.10e+05 wall_t:7003 t:56875 epi:nan +opt_step:170439 lr:0.0003 alpha:0.03445 +2026-02-13 13:08:14 | INFO | PID:5702 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:756.60 total_reward_ma:430.96 loss:-10.04 fps:129.9 +frame:9.20e+05 wall_t:7081 t:57500 epi:nan +opt_step:172314 lr:0.0003 alpha:0.03006 +2026-02-13 13:09:34 | INFO | PID:5702 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:742.40 total_reward_ma:434.31 loss:-10.67 fps:129.9 +frame:9.30e+05 wall_t:7161 t:58125 epi:nan +opt_step:174189 lr:0.0003 alpha:0.02869 +2026-02-13 13:10:52 | INFO | PID:5702 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:747.60 total_reward_ma:437.65 loss:-10.6 fps:129.8 +frame:9.40e+05 wall_t:7240 t:58750 epi:nan +opt_step:176064 lr:0.0003 alpha:0.02733 +2026-02-13 13:12:12 | INFO | PID:5702 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:775.20 total_reward_ma:441.20 loss:-10.99 fps:129.8 +frame:9.50e+05 wall_t:7319 t:59375 epi:nan +opt_step:177939 lr:0.0003 alpha:0.02674 +2026-02-13 13:13:31 | INFO | PID:5702 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:795.80 total_reward_ma:444.89 loss:-10.99 fps:129.8 +frame:9.60e+05 wall_t:7398 t:60000 epi:nan +opt_step:179814 lr:0.0003 alpha:0.02639 +2026-02-13 13:14:50 | INFO | PID:5702 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:805.00 total_reward_ma:448.61 loss:-11.08 fps:129.7 +frame:9.70e+05 wall_t:7477 t:60625 epi:nan +opt_step:181689 lr:0.0003 alpha:0.02666 +2026-02-13 13:16:09 | INFO | PID:5702 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:811.80 total_reward_ma:452.31 loss:-11.11 fps:129.7 +frame:9.80e+05 wall_t:7556 t:61250 epi:nan +opt_step:183564 lr:0.0003 alpha:0.02662 +2026-02-13 13:17:28 | INFO | PID:5702 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:834.60 total_reward_ma:456.17 loss:-11.32 fps:129.7 +frame:9.90e+05 wall_t:7635 t:61875 epi:nan +opt_step:185439 lr:0.0003 alpha:0.02668 +2026-02-13 13:18:47 | INFO | PID:5702 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:858.00 total_reward_ma:460.19 loss:-11.49 fps:129.6 +frame:1.00e+06 wall_t:7714 t:62500 epi:nan +opt_step:187314 lr:0.0003 alpha:0.02664 +2026-02-13 13:20:06 | INFO | PID:5702 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:887.40 total_reward_ma:468.75 loss:-11.5 fps:129.6 +frame:1.01e+06 wall_t:7793 t:63125 epi:nan +opt_step:189189 lr:0.0003 alpha:0.02673 +2026-02-13 13:21:26 | INFO | PID:5702 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:897.40 total_reward_ma:476.90 loss:-11.51 fps:129.5 +frame:1.02e+06 wall_t:7874 t:63750 epi:nan +opt_step:191064 lr:0.0003 alpha:0.02679 +2026-02-13 13:22:46 | INFO | PID:5702 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:912.60 total_reward_ma:485.19 loss:-11.5 fps:129.5 +frame:1.03e+06 wall_t:7953 t:64375 epi:nan +opt_step:192939 lr:0.0003 alpha:0.02681 +2026-02-13 13:24:07 | INFO | PID:5702 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:921.00 total_reward_ma:493.51 loss:-11.77 fps:129.4 +frame:1.04e+06 wall_t:8034 t:65000 epi:nan +opt_step:194814 lr:0.0003 alpha:0.02682 +2026-02-13 13:25:27 | INFO | PID:5702 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:937.40 total_reward_ma:501.90 loss:-11.93 fps:129.4 +frame:1.05e+06 wall_t:8115 t:65625 epi:nan +opt_step:196689 lr:0.0003 alpha:0.02684 +2026-02-13 13:26:48 | INFO | PID:5702 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:990.80 total_reward_ma:510.76 loss:-11.88 fps:129.3 +frame:1.06e+06 wall_t:8195 t:66250 epi:nan +opt_step:198564 lr:0.0003 alpha:0.02726 +2026-02-13 13:28:08 | INFO | PID:5702 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:1018.80 total_reward_ma:519.80 loss:-11.78 fps:129.3 +frame:1.07e+06 wall_t:8275 t:66875 epi:nan +opt_step:200439 lr:0.0003 alpha:0.02701 +2026-02-13 13:29:28 | INFO | PID:5702 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:1071.40 total_reward_ma:529.26 loss:-11.61 fps:129.3 +frame:1.08e+06 wall_t:8355 t:67500 epi:nan +opt_step:202314 lr:0.0003 alpha:0.02741 +2026-02-13 13:30:47 | INFO | PID:5702 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:1089.60 total_reward_ma:538.69 loss:-12.33 fps:129.2 +frame:1.09e+06 wall_t:8435 t:68125 epi:nan +opt_step:204189 lr:0.0003 alpha:0.02749 +2026-02-13 13:32:06 | INFO | PID:5702 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:1143.80 total_reward_ma:548.42 loss:-11.61 fps:129.2 +frame:1.10e+06 wall_t:8514 t:68750 epi:nan +opt_step:206064 lr:0.0003 alpha:0.0277 +2026-02-13 13:33:26 | INFO | PID:5702 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:1180.20 total_reward_ma:558.39 loss:-11.9 fps:129.2 +frame:1.11e+06 wall_t:8594 t:69375 epi:nan +opt_step:207939 lr:0.0003 alpha:0.02808 +2026-02-13 13:34:47 | INFO | PID:5702 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:1240.40 total_reward_ma:568.67 loss:-11.87 fps:129.1 +frame:1.12e+06 wall_t:8674 t:70000 epi:nan +opt_step:209814 lr:0.0003 alpha:0.02781 +2026-02-13 13:36:07 | INFO | PID:5702 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:1258.20 total_reward_ma:578.94 loss:-12.13 fps:129.1 +frame:1.13e+06 wall_t:8754 t:70625 epi:nan +opt_step:211689 lr:0.0003 alpha:0.0281 +2026-02-13 13:37:28 | INFO | PID:5702 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:1261.40 total_reward_ma:589.10 loss:-12.15 fps:129 +frame:1.14e+06 wall_t:8835 t:71250 epi:nan +opt_step:213564 lr:0.0003 alpha:0.02833 +2026-02-13 13:38:49 | INFO | PID:5702 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:1275.60 total_reward_ma:599.16 loss:-11.86 fps:129 +frame:1.15e+06 wall_t:8916 t:71875 epi:nan +opt_step:215439 lr:0.0003 alpha:0.02876 +2026-02-13 13:40:10 | INFO | PID:5702 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:1269.80 total_reward_ma:609.01 loss:-12.15 fps:128.9 +frame:1.16e+06 wall_t:8997 t:72500 epi:nan +opt_step:217314 lr:0.0003 alpha:0.02858 +2026-02-13 13:41:30 | INFO | PID:5702 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:1279.00 total_reward_ma:618.72 loss:-12.1 fps:128.9 +frame:1.17e+06 wall_t:9078 t:73125 epi:nan +opt_step:219189 lr:0.0003 alpha:0.02891 +2026-02-13 13:42:52 | INFO | PID:5702 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:1280.40 total_reward_ma:628.41 loss:-12.14 fps:128.8 +frame:1.18e+06 wall_t:9159 t:73750 epi:nan +opt_step:221064 lr:0.0003 alpha:0.02931 +2026-02-13 13:44:13 | INFO | PID:5702 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:1285.20 total_reward_ma:638.14 loss:-12.29 fps:128.8 +frame:1.19e+06 wall_t:9241 t:74375 epi:nan +opt_step:222939 lr:0.0003 alpha:0.02986 +2026-02-13 13:45:36 | INFO | PID:5702 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:1293.80 total_reward_ma:647.99 loss:-12.33 fps:128.7 +frame:1.20e+06 wall_t:9323 t:75000 epi:nan +opt_step:224814 lr:0.0003 alpha:0.02976 +2026-02-13 13:46:57 | INFO | PID:5702 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:1298.80 total_reward_ma:657.87 loss:-12.32 fps:128.7 +frame:1.21e+06 wall_t:9405 t:75625 epi:nan +opt_step:226689 lr:0.0003 alpha:0.03055 +2026-02-13 13:48:19 | INFO | PID:5702 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:1352.20 total_reward_ma:668.17 loss:-12.49 fps:128.6 +frame:1.22e+06 wall_t:9486 t:76250 epi:nan +opt_step:228564 lr:0.0003 alpha:0.03005 +2026-02-13 13:49:41 | INFO | PID:5702 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:1365.80 total_reward_ma:678.60 loss:-12.71 fps:128.6 +frame:1.23e+06 wall_t:9568 t:76875 epi:nan +opt_step:230439 lr:0.0003 alpha:0.03046 +2026-02-13 13:51:03 | INFO | PID:5702 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:1393.20 total_reward_ma:689.17 loss:-12.72 fps:128.5 +frame:1.24e+06 wall_t:9650 t:77500 epi:nan +opt_step:232314 lr:0.0003 alpha:0.03139 +2026-02-13 13:52:26 | INFO | PID:5702 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:1432.80 total_reward_ma:700.07 loss:-13.02 fps:128.4 +frame:1.25e+06 wall_t:9733 t:78125 epi:nan +opt_step:234189 lr:0.0003 alpha:0.0306 +2026-02-13 13:53:48 | INFO | PID:5702 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:1432.60 total_reward_ma:710.87 loss:-12.9 fps:128.4 +frame:1.26e+06 wall_t:9815 t:78750 epi:nan +opt_step:236064 lr:0.0003 alpha:0.03062 +2026-02-13 13:55:09 | INFO | PID:5702 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:1444.20 total_reward_ma:721.70 loss:-12.84 fps:128.3 +frame:1.27e+06 wall_t:9897 t:79375 epi:nan +opt_step:237939 lr:0.0003 alpha:0.03063 +2026-02-13 13:56:32 | INFO | PID:5702 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:1476.30 total_reward_ma:732.77 loss:-12.9 fps:128.3 +frame:1.28e+06 wall_t:9979 t:80000 epi:nan +opt_step:239814 lr:0.0003 alpha:0.03097 +2026-02-13 13:57:54 | INFO | PID:5702 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:1480.10 total_reward_ma:743.84 loss:-13.29 fps:128.2 +frame:1.29e+06 wall_t:10061 t:80625 epi:nan +opt_step:241689 lr:0.0003 alpha:0.03046 +2026-02-13 13:59:16 | INFO | PID:5702 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:1496.10 total_reward_ma:755.01 loss:-13.08 fps:128.2 +frame:1.30e+06 wall_t:10143 t:81250 epi:nan +opt_step:243564 lr:0.0003 alpha:0.03094 +2026-02-13 14:00:39 | INFO | PID:5702 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:1518.10 total_reward_ma:766.35 loss:-13.22 fps:128.1 +frame:1.31e+06 wall_t:10226 t:81875 epi:nan +opt_step:245439 lr:0.0003 alpha:0.03125 +2026-02-13 14:02:02 | INFO | PID:5702 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:1549.70 total_reward_ma:777.80 loss:-13.4 fps:128 +frame:1.32e+06 wall_t:10309 t:82500 epi:nan +opt_step:247314 lr:0.0003 alpha:0.03127 +2026-02-13 14:03:23 | INFO | PID:5702 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:1563.30 total_reward_ma:789.07 loss:-13.65 fps:128 +frame:1.33e+06 wall_t:10391 t:83125 epi:nan +opt_step:249189 lr:0.0003 alpha:0.03123 +2026-02-13 14:04:45 | INFO | PID:5702 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:1569.30 total_reward_ma:800.30 loss:-13.42 fps:128 +frame:1.34e+06 wall_t:10472 t:83750 epi:nan +opt_step:251064 lr:0.0003 alpha:0.03155 +2026-02-13 14:06:07 | INFO | PID:5702 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:1602.10 total_reward_ma:811.77 loss:-13.35 fps:127.9 +frame:1.35e+06 wall_t:10555 t:84375 epi:nan +opt_step:252939 lr:0.0003 alpha:0.03231 +2026-02-13 14:07:29 | INFO | PID:5702 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:1587.30 total_reward_ma:823.15 loss:-13.39 fps:127.9 +frame:1.36e+06 wall_t:10636 t:85000 epi:nan +opt_step:254814 lr:0.0003 alpha:0.03162 +2026-02-13 14:08:52 | INFO | PID:5702 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:1568.30 total_reward_ma:834.39 loss:-13.48 fps:127.8 +frame:1.37e+06 wall_t:10719 t:85625 epi:nan +opt_step:256689 lr:0.0003 alpha:0.03205 +2026-02-13 14:10:14 | INFO | PID:5702 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:1547.90 total_reward_ma:845.51 loss:-13.7 fps:127.8 +frame:1.38e+06 wall_t:10801 t:86250 epi:nan +opt_step:258564 lr:0.0003 alpha:0.03153 +2026-02-13 14:11:36 | INFO | PID:5702 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:1522.70 total_reward_ma:856.51 loss:-13.66 fps:127.7 +frame:1.39e+06 wall_t:10883 t:86875 epi:nan +opt_step:260439 lr:0.0003 alpha:0.03157 +2026-02-13 14:12:58 | INFO | PID:5702 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:1494.70 total_reward_ma:867.24 loss:-13.99 fps:127.7 +frame:1.40e+06 wall_t:10966 t:87500 epi:nan +opt_step:262314 lr:0.0003 alpha:0.03159 +2026-02-13 14:14:20 | INFO | PID:5702 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:1490.30 total_reward_ma:877.90 loss:-13.77 fps:127.6 +frame:1.41e+06 wall_t:11048 t:88125 epi:nan +opt_step:264189 lr:0.0003 alpha:0.0319 +2026-02-13 14:15:42 | INFO | PID:5702 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:1483.90 total_reward_ma:888.35 loss:-13.84 fps:127.6 +frame:1.42e+06 wall_t:11130 t:88750 epi:nan +opt_step:266064 lr:0.0003 alpha:0.03214 +2026-02-13 14:17:04 | INFO | PID:5702 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:1463.70 total_reward_ma:898.62 loss:-13.72 fps:127.6 +frame:1.43e+06 wall_t:11211 t:89375 epi:nan +opt_step:267939 lr:0.0003 alpha:0.03248 +2026-02-13 14:18:26 | INFO | PID:5702 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:1463.10 total_reward_ma:908.86 loss:-13.82 fps:127.5 +frame:1.44e+06 wall_t:11293 t:90000 epi:nan +opt_step:269814 lr:0.0003 alpha:0.03266 +2026-02-13 14:19:48 | INFO | PID:5702 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:1469.10 total_reward_ma:919.24 loss:-14.12 fps:127.5 +frame:1.45e+06 wall_t:11375 t:90625 epi:nan +opt_step:271689 lr:0.0003 alpha:0.03288 +2026-02-13 14:21:10 | INFO | PID:5702 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:1459.60 total_reward_ma:929.60 loss:-14 fps:127.4 +frame:1.46e+06 wall_t:11458 t:91250 epi:nan +opt_step:273564 lr:0.0003 alpha:0.03336 +2026-02-13 14:22:32 | INFO | PID:5702 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:1471.20 total_reward_ma:940.11 loss:-14.13 fps:127.4 +frame:1.47e+06 wall_t:11540 t:91875 epi:nan +opt_step:275439 lr:0.0003 alpha:0.03398 +2026-02-13 14:23:55 | INFO | PID:5702 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:1435.20 total_reward_ma:950.30 loss:-14.33 fps:127.3 +frame:1.48e+06 wall_t:11622 t:92500 epi:nan +opt_step:277314 lr:0.0003 alpha:0.03379 +2026-02-13 14:25:17 | INFO | PID:5702 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:1415.60 total_reward_ma:960.30 loss:-14.38 fps:127.3 +frame:1.49e+06 wall_t:11704 t:93125 epi:nan +opt_step:279189 lr:0.0003 alpha:0.03472 +2026-02-13 14:26:39 | INFO | PID:5702 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:1423.00 total_reward_ma:970.32 loss:-14.7 fps:127.3 +frame:1.50e+06 wall_t:11787 t:93750 epi:nan +opt_step:281064 lr:0.0003 alpha:0.0348 +2026-02-13 14:28:03 | INFO | PID:5702 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:1399.40 total_reward_ma:980.07 loss:-14.23 fps:127.2 +frame:1.51e+06 wall_t:11870 t:94375 epi:nan +opt_step:282939 lr:0.0003 alpha:0.03462 +2026-02-13 14:29:24 | INFO | PID:5702 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:1403.40 total_reward_ma:989.72 loss:-14.41 fps:127.2 +frame:1.52e+06 wall_t:11952 t:95000 epi:nan +opt_step:284814 lr:0.0003 alpha:0.03531 +2026-02-13 14:30:46 | INFO | PID:5702 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:1399.40 total_reward_ma:999.16 loss:-14.27 fps:127.2 +frame:1.53e+06 wall_t:12033 t:95625 epi:nan +opt_step:286689 lr:0.0003 alpha:0.03513 +2026-02-13 14:32:07 | INFO | PID:5702 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:1433.00 total_reward_ma:1008.87 loss:-14.72 fps:127.1 +frame:1.54e+06 wall_t:12114 t:96250 epi:nan +opt_step:288564 lr:0.0003 alpha:0.03475 +2026-02-13 14:33:29 | INFO | PID:5702 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:1499.80 total_reward_ma:1019.16 loss:-14.61 fps:127.1 +frame:1.55e+06 wall_t:12196 t:96875 epi:nan +opt_step:290439 lr:0.0003 alpha:0.03508 +2026-02-13 14:34:52 | INFO | PID:5702 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:1524.40 total_reward_ma:1029.68 loss:-14.88 fps:127 +frame:1.56e+06 wall_t:12279 t:97500 epi:nan +opt_step:292314 lr:0.0003 alpha:0.03509 +2026-02-13 14:36:14 | INFO | PID:5702 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:1566.60 total_reward_ma:1040.53 loss:-14.95 fps:127 +frame:1.57e+06 wall_t:12361 t:98125 epi:nan +opt_step:294189 lr:0.0003 alpha:0.03541 +2026-02-13 14:37:36 | INFO | PID:5702 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:1604.40 total_reward_ma:1051.65 loss:-15.34 fps:127 +frame:1.58e+06 wall_t:12443 t:98750 epi:nan +opt_step:296064 lr:0.0003 alpha:0.03633 +2026-02-13 14:38:58 | INFO | PID:5702 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:1592.60 total_reward_ma:1062.68 loss:-15.43 fps:126.9 +frame:1.59e+06 wall_t:12526 t:99375 epi:nan +opt_step:297939 lr:0.0003 alpha:0.03611 +2026-02-13 14:40:21 | INFO | PID:5702 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:1653.60 total_reward_ma:1074.35 loss:-15.15 fps:126.9 +frame:1.60e+06 wall_t:12608 t:100000 epi:nan +opt_step:299814 lr:0.0003 alpha:0.03643 +2026-02-13 14:41:43 | INFO | PID:5702 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:1687.80 total_reward_ma:1086.33 loss:-15.1 fps:126.9 +frame:1.61e+06 wall_t:12690 t:100625 epi:nan +opt_step:301689 lr:0.0003 alpha:0.03676 +2026-02-13 14:43:04 | INFO | PID:5702 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:1698.00 total_reward_ma:1098.32 loss:-15.58 fps:126.8 +frame:1.62e+06 wall_t:12772 t:101250 epi:nan +opt_step:303564 lr:0.0003 alpha:0.03686 +2026-02-13 14:44:26 | INFO | PID:5702 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:1739.20 total_reward_ma:1110.70 loss:-15.3 fps:126.8 +frame:1.63e+06 wall_t:12854 t:101875 epi:nan +opt_step:305439 lr:0.0003 alpha:0.03661 +2026-02-13 14:45:48 | INFO | PID:5702 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:1782.00 total_reward_ma:1123.44 loss:-15.61 fps:126.8 +frame:1.64e+06 wall_t:12935 t:102500 epi:nan +opt_step:307314 lr:0.0003 alpha:0.03719 +2026-02-13 14:47:09 | INFO | PID:5702 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:1757.60 total_reward_ma:1135.88 loss:-15.4 fps:126.8 +frame:1.65e+06 wall_t:13017 t:103125 epi:nan +opt_step:309189 lr:0.0003 alpha:0.03652 +2026-02-13 14:48:31 | INFO | PID:5702 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:1784.20 total_reward_ma:1148.53 loss:-15.86 fps:126.7 +frame:1.66e+06 wall_t:13099 t:103750 epi:nan +opt_step:311064 lr:0.0003 alpha:0.03661 +2026-02-13 14:49:54 | INFO | PID:5702 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:1806.60 total_reward_ma:1161.47 loss:-15.97 fps:126.7 +frame:1.67e+06 wall_t:13181 t:104375 epi:nan +opt_step:312939 lr:0.0003 alpha:0.03622 +2026-02-13 14:51:15 | INFO | PID:5702 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:1830.40 total_reward_ma:1174.71 loss:-15.93 fps:126.7 +frame:1.68e+06 wall_t:13263 t:105000 epi:nan +opt_step:314814 lr:0.0003 alpha:0.03677 +2026-02-13 14:52:37 | INFO | PID:5702 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:1821.80 total_reward_ma:1187.86 loss:-15.94 fps:126.6 +frame:1.69e+06 wall_t:13344 t:105625 epi:nan +opt_step:316689 lr:0.0003 alpha:0.03696 +2026-02-13 14:53:59 | INFO | PID:5702 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:1830.00 total_reward_ma:1200.94 loss:-15.37 fps:126.6 +frame:1.70e+06 wall_t:13426 t:106250 epi:nan +opt_step:318564 lr:0.0003 alpha:0.03679 +2026-02-13 14:55:20 | INFO | PID:5702 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:1852.40 total_reward_ma:1214.28 loss:-15.84 fps:126.6 +frame:1.71e+06 wall_t:13507 t:106875 epi:nan +opt_step:320439 lr:0.0003 alpha:0.03678 +2026-02-13 14:56:42 | INFO | PID:5702 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:1875.20 total_reward_ma:1227.86 loss:-15.95 fps:126.6 +frame:1.72e+06 wall_t:13589 t:107500 epi:nan +opt_step:322314 lr:0.0003 alpha:0.03759 +2026-02-13 14:58:04 | INFO | PID:5702 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:1849.20 total_reward_ma:1241.21 loss:-16.01 fps:126.5 +frame:1.73e+06 wall_t:13671 t:108125 epi:nan +opt_step:324189 lr:0.0003 alpha:0.03714 +2026-02-13 14:59:26 | INFO | PID:5702 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:1866.40 total_reward_ma:1254.66 loss:-15.5 fps:126.5 +frame:1.74e+06 wall_t:13754 t:108750 epi:nan +opt_step:326064 lr:0.0003 alpha:0.03679 +2026-02-13 15:00:48 | INFO | PID:5702 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:1862.60 total_reward_ma:1268.00 loss:-15.97 fps:126.5 +frame:1.75e+06 wall_t:13835 t:109375 epi:nan +opt_step:327939 lr:0.0003 alpha:0.03761 +2026-02-13 15:02:10 | INFO | PID:5702 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:1842.00 total_reward_ma:1281.08 loss:-15.94 fps:126.5 +frame:1.76e+06 wall_t:13917 t:110000 epi:nan +opt_step:329814 lr:0.0003 alpha:0.03734 +2026-02-13 15:03:31 | INFO | PID:5702 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:1857.60 total_reward_ma:1294.09 loss:-16.4 fps:126.4 +frame:1.77e+06 wall_t:13999 t:110625 epi:nan +opt_step:331689 lr:0.0003 alpha:0.0381 +2026-02-13 15:04:52 | INFO | PID:5702 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:1843.20 total_reward_ma:1306.85 loss:-16.27 fps:126.4 +frame:1.78e+06 wall_t:14080 t:111250 epi:nan +opt_step:333564 lr:0.0003 alpha:0.03757 +2026-02-13 15:06:15 | INFO | PID:5702 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:1845.80 total_reward_ma:1319.54 loss:-16.43 fps:126.4 +frame:1.79e+06 wall_t:14162 t:111875 epi:nan +opt_step:335439 lr:0.0003 alpha:0.03711 +2026-02-13 15:07:36 | INFO | PID:5702 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:1868.20 total_reward_ma:1332.12 loss:-16.71 fps:126.4 +frame:1.80e+06 wall_t:14243 t:112500 epi:nan +opt_step:337314 lr:0.0003 alpha:0.03712 +2026-02-13 15:08:58 | INFO | PID:5702 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:1885.20 total_reward_ma:1344.73 loss:-15.83 fps:126.4 +frame:1.81e+06 wall_t:14325 t:113125 epi:nan +opt_step:339189 lr:0.0003 alpha:0.03825 +2026-02-13 15:10:20 | INFO | PID:5702 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:1888.60 total_reward_ma:1357.13 loss:-16.2 fps:126.3 +frame:1.82e+06 wall_t:14408 t:113750 epi:nan +opt_step:341064 lr:0.0003 alpha:0.03772 +2026-02-13 15:11:42 | INFO | PID:5702 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:1899.40 total_reward_ma:1369.22 loss:-16.29 fps:126.3 +frame:1.83e+06 wall_t:14490 t:114375 epi:nan +opt_step:342939 lr:0.0003 alpha:0.0373 +2026-02-13 15:13:04 | INFO | PID:5702 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:1898.00 total_reward_ma:1381.26 loss:-15.74 fps:126.3 +frame:1.84e+06 wall_t:14572 t:115000 epi:nan +opt_step:344814 lr:0.0003 alpha:0.03866 +2026-02-13 15:14:26 | INFO | PID:5702 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:1931.80 total_reward_ma:1393.31 loss:-16.61 fps:126.2 +frame:1.85e+06 wall_t:14654 t:115625 epi:nan +opt_step:346689 lr:0.0003 alpha:0.03809 +2026-02-13 15:15:49 | INFO | PID:5702 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:1946.40 total_reward_ma:1405.35 loss:-16.56 fps:126.2 +frame:1.86e+06 wall_t:14736 t:116250 epi:nan +opt_step:348564 lr:0.0003 alpha:0.03833 +2026-02-13 15:17:11 | INFO | PID:5702 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:1991.00 total_reward_ma:1417.68 loss:-16.23 fps:126.2 +frame:1.87e+06 wall_t:14818 t:116875 epi:nan +opt_step:350439 lr:0.0003 alpha:0.03926 +2026-02-13 15:18:32 | INFO | PID:5702 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:2058.40 total_reward_ma:1430.71 loss:-16.63 fps:126.2 +frame:1.88e+06 wall_t:14900 t:117500 epi:nan +opt_step:352314 lr:0.0003 alpha:0.03847 +2026-02-13 15:19:53 | INFO | PID:5702 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:2139.60 total_reward_ma:1444.44 loss:-16.7 fps:126.2 +frame:1.89e+06 wall_t:14981 t:118125 epi:nan +opt_step:354189 lr:0.0003 alpha:0.03892 +2026-02-13 15:21:15 | INFO | PID:5702 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:2149.80 total_reward_ma:1458.18 loss:-17.11 fps:126.1 +frame:1.90e+06 wall_t:15063 t:118750 epi:nan +opt_step:356064 lr:0.0003 alpha:0.03926 +2026-02-13 15:22:38 | INFO | PID:5702 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:2179.00 total_reward_ma:1472.35 loss:-16.94 fps:126.1 +frame:1.91e+06 wall_t:15145 t:119375 epi:nan +opt_step:357939 lr:0.0003 alpha:0.03869 +2026-02-13 15:23:59 | INFO | PID:5702 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:2188.40 total_reward_ma:1486.67 loss:-16.47 fps:126.1 +frame:1.92e+06 wall_t:15226 t:120000 epi:nan +opt_step:359814 lr:0.0003 alpha:0.03934 +2026-02-13 15:25:21 | INFO | PID:5702 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:2240.40 total_reward_ma:1501.65 loss:-16.59 fps:126.1 +frame:1.93e+06 wall_t:15308 t:120625 epi:nan +opt_step:361689 lr:0.0003 alpha:0.0389 +2026-02-13 15:26:42 | INFO | PID:5702 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:2261.40 total_reward_ma:1516.79 loss:-16.94 fps:126.1 +frame:1.94e+06 wall_t:15390 t:121250 epi:nan +opt_step:363564 lr:0.0003 alpha:0.03924 +2026-02-13 15:28:05 | INFO | PID:5702 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:2307.60 total_reward_ma:1532.11 loss:-16.72 fps:126 +frame:1.95e+06 wall_t:15473 t:121875 epi:nan +opt_step:365439 lr:0.0003 alpha:0.03823 +2026-02-13 15:29:25 | INFO | PID:5702 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:2322.60 total_reward_ma:1547.38 loss:-17.24 fps:126 +frame:1.96e+06 wall_t:15553 t:122500 epi:nan +opt_step:367314 lr:0.0003 alpha:0.03963 +2026-02-13 15:30:45 | INFO | PID:5702 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:2347.20 total_reward_ma:1562.80 loss:-16.86 fps:126 +frame:1.97e+06 wall_t:15633 t:123125 epi:nan +opt_step:369189 lr:0.0003 alpha:0.03895 +2026-02-13 15:32:05 | INFO | PID:5702 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:2388.00 total_reward_ma:1578.57 loss:-17.32 fps:126 +frame:1.98e+06 wall_t:15713 t:123750 epi:nan +opt_step:371064 lr:0.0003 alpha:0.03811 +2026-02-13 15:33:25 | INFO | PID:5702 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:2363.60 total_reward_ma:1593.86 loss:-16.92 fps:126 +frame:1.99e+06 wall_t:15792 t:124375 epi:nan +opt_step:372939 lr:0.0003 alpha:0.03844 +2026-02-13 15:34:43 | INFO | PID:5702 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_seaquest_t0_s1 [train] +total_reward:2326.60 total_reward_ma:1608.54 loss:-16.95 fps:126 +frame:2.00e+06 wall_t:15870 t:125000 epi:nan +opt_step:374814 lr:0.0003 alpha:0.0385 +2026-02-13 15:34:44 | INFO | PID:5702 | slm_lab.lib.logger:info | Session 1 done diff --git a/data/sac_atari_seaquest_2026_02_13_111005/log/sac_atari_seaquest_t0_s2.log b/data/sac_atari_seaquest_2026_02_13_111005/log/sac_atari_seaquest_t0_s2.log new file mode 100644 index 0000000000000000000000000000000000000000..e7512abf4267e12b9d42916a644994fe8b34964f --- /dev/null +++ b/data/sac_atari_seaquest_2026_02_13_111005/log/sac_atari_seaquest_t0_s2.log @@ -0,0 +1,802 @@ +2026-02-13 11:10:10 | INFO | PID:5703 | slm_lab.env:_make_vector_env | AtariVectorEnv: 16 envs, native preprocessing +2026-02-13 11:12:02 | INFO | PID:5703 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:60.00 total_reward_ma:60.00 loss:-19.05 fps:91.74 +frame:1.00e+04 wall_t:109 t:625 epi:nan +opt_step:1689 lr:0.0003 alpha:0.6313 +2026-02-13 11:13:18 | INFO | PID:5703 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:79.35 total_reward_ma:69.68 loss:-28.09 fps:108.1 +frame:2.00e+04 wall_t:185 t:1250 epi:nan +opt_step:3564 lr:0.0003 alpha:0.4037 +2026-02-13 11:14:34 | INFO | PID:5703 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:75.32 total_reward_ma:71.56 loss:-34.01 fps:114.9 +frame:3.00e+04 wall_t:261 t:1875 epi:nan +opt_step:5439 lr:0.0003 alpha:0.2645 +2026-02-13 11:15:51 | INFO | PID:5703 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:82.90 total_reward_ma:74.39 loss:-35.16 fps:118.3 +frame:4.00e+04 wall_t:338 t:2500 epi:nan +opt_step:7314 lr:0.0003 alpha:0.1748 +2026-02-13 11:17:08 | INFO | PID:5703 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:93.25 total_reward_ma:78.17 loss:-36.06 fps:120.5 +frame:5.00e+04 wall_t:415 t:3125 epi:nan +opt_step:9189 lr:0.0003 alpha:0.116 +2026-02-13 11:18:25 | INFO | PID:5703 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:98.09 total_reward_ma:81.49 loss:-33.94 fps:122 +frame:6.00e+04 wall_t:492 t:3750 epi:nan +opt_step:11064 lr:0.0003 alpha:0.07724 +2026-02-13 11:19:42 | INFO | PID:5703 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:114.60 total_reward_ma:86.22 loss:-33.18 fps:123 +frame:7.00e+04 wall_t:569 t:4375 epi:nan +opt_step:12939 lr:0.0003 alpha:0.05173 +2026-02-13 11:20:59 | INFO | PID:5703 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:126.20 total_reward_ma:91.21 loss:-31.01 fps:123.8 +frame:8.00e+04 wall_t:646 t:5000 epi:nan +opt_step:14814 lr:0.0003 alpha:0.03496 +2026-02-13 11:22:16 | INFO | PID:5703 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:148.40 total_reward_ma:97.57 loss:-29.75 fps:124.5 +frame:9.00e+04 wall_t:723 t:5625 epi:nan +opt_step:16689 lr:0.0003 alpha:0.02407 +2026-02-13 11:23:31 | INFO | PID:5703 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:168.40 total_reward_ma:104.65 loss:-26.93 fps:125.2 +frame:1.00e+05 wall_t:799 t:6250 epi:nan +opt_step:18564 lr:0.0003 alpha:0.01696 +2026-02-13 11:24:48 | INFO | PID:5703 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:188.80 total_reward_ma:112.30 loss:-25.01 fps:125.6 +frame:1.10e+05 wall_t:876 t:6875 epi:nan +opt_step:20439 lr:0.0003 alpha:0.01245 +2026-02-13 11:26:05 | INFO | PID:5703 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:203.40 total_reward_ma:119.89 loss:-23.14 fps:126.1 +frame:1.20e+05 wall_t:952 t:7500 epi:nan +opt_step:22314 lr:0.0003 alpha:0.009955 +2026-02-13 11:27:21 | INFO | PID:5703 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:217.40 total_reward_ma:127.39 loss:-22.02 fps:126.3 +frame:1.30e+05 wall_t:1029 t:8125 epi:nan +opt_step:24189 lr:0.0003 alpha:0.008896 +2026-02-13 11:28:38 | INFO | PID:5703 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:235.40 total_reward_ma:135.11 loss:-19.37 fps:126.7 +frame:1.40e+05 wall_t:1105 t:8750 epi:nan +opt_step:26064 lr:0.0003 alpha:0.008295 +2026-02-13 11:29:54 | INFO | PID:5703 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:243.40 total_reward_ma:142.33 loss:-18.69 fps:126.9 +frame:1.50e+05 wall_t:1182 t:9375 epi:nan +opt_step:27939 lr:0.0003 alpha:0.00878 +2026-02-13 11:31:10 | INFO | PID:5703 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:249.80 total_reward_ma:149.04 loss:-17.37 fps:127.2 +frame:1.60e+05 wall_t:1258 t:10000 epi:nan +opt_step:29814 lr:0.0003 alpha:0.009014 +2026-02-13 11:32:26 | INFO | PID:5703 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:248.40 total_reward_ma:154.89 loss:-16.36 fps:127.4 +frame:1.70e+05 wall_t:1334 t:10625 epi:nan +opt_step:31689 lr:0.0003 alpha:0.008963 +2026-02-13 11:33:42 | INFO | PID:5703 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:251.20 total_reward_ma:160.24 loss:-15.24 fps:127.7 +frame:1.80e+05 wall_t:1410 t:11250 epi:nan +opt_step:33564 lr:0.0003 alpha:0.01139 +2026-02-13 11:34:59 | INFO | PID:5703 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:267.20 total_reward_ma:165.87 loss:-14.25 fps:127.9 +frame:1.90e+05 wall_t:1486 t:11875 epi:nan +opt_step:35439 lr:0.0003 alpha:0.01179 +2026-02-13 11:36:16 | INFO | PID:5703 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:273.60 total_reward_ma:171.26 loss:-13.14 fps:128 +frame:2.00e+05 wall_t:1563 t:12500 epi:nan +opt_step:37314 lr:0.0003 alpha:0.01106 +2026-02-13 11:37:32 | INFO | PID:5703 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:302.80 total_reward_ma:177.52 loss:-12.8 fps:128 +frame:2.10e+05 wall_t:1640 t:13125 epi:nan +opt_step:39189 lr:0.0003 alpha:0.01274 +2026-02-13 11:38:49 | INFO | PID:5703 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:315.00 total_reward_ma:183.77 loss:-11.58 fps:128.1 +frame:2.20e+05 wall_t:1717 t:13750 epi:nan +opt_step:41064 lr:0.0003 alpha:0.01234 +2026-02-13 11:40:07 | INFO | PID:5703 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:324.40 total_reward_ma:189.88 loss:-11.36 fps:128.2 +frame:2.30e+05 wall_t:1794 t:14375 epi:nan +opt_step:42939 lr:0.0003 alpha:0.01274 +2026-02-13 11:41:24 | INFO | PID:5703 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:343.80 total_reward_ma:196.30 loss:-10.57 fps:128.2 +frame:2.40e+05 wall_t:1872 t:15000 epi:nan +opt_step:44814 lr:0.0003 alpha:0.01109 +2026-02-13 11:42:41 | INFO | PID:5703 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:359.60 total_reward_ma:202.83 loss:-10.02 fps:128.3 +frame:2.50e+05 wall_t:1948 t:15625 epi:nan +opt_step:46689 lr:0.0003 alpha:0.01047 +2026-02-13 11:43:58 | INFO | PID:5703 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:381.60 total_reward_ma:209.70 loss:-9.576 fps:128.4 +frame:2.60e+05 wall_t:2025 t:16250 epi:nan +opt_step:48564 lr:0.0003 alpha:0.00972 +2026-02-13 11:45:14 | INFO | PID:5703 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:409.80 total_reward_ma:217.12 loss:-8.921 fps:128.4 +frame:2.70e+05 wall_t:2102 t:16875 epi:nan +opt_step:50439 lr:0.0003 alpha:0.009649 +2026-02-13 11:46:30 | INFO | PID:5703 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:425.60 total_reward_ma:224.56 loss:-8.261 fps:128.6 +frame:2.80e+05 wall_t:2178 t:17500 epi:nan +opt_step:52314 lr:0.0003 alpha:0.01003 +2026-02-13 11:47:46 | INFO | PID:5703 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:435.60 total_reward_ma:231.84 loss:-8.191 fps:128.7 +frame:2.90e+05 wall_t:2254 t:18125 epi:nan +opt_step:54189 lr:0.0003 alpha:0.01017 +2026-02-13 11:49:02 | INFO | PID:5703 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:443.20 total_reward_ma:238.88 loss:-7.926 fps:128.8 +frame:3.00e+05 wall_t:2329 t:18750 epi:nan +opt_step:56064 lr:0.0003 alpha:0.009493 +2026-02-13 11:50:19 | INFO | PID:5703 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:448.60 total_reward_ma:245.65 loss:-7.557 fps:128.8 +frame:3.10e+05 wall_t:2406 t:19375 epi:nan +opt_step:57939 lr:0.0003 alpha:0.01006 +2026-02-13 11:51:35 | INFO | PID:5703 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:467.80 total_reward_ma:252.59 loss:-7.171 fps:128.9 +frame:3.20e+05 wall_t:2482 t:20000 epi:nan +opt_step:59814 lr:0.0003 alpha:0.009155 +2026-02-13 11:52:51 | INFO | PID:5703 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:471.20 total_reward_ma:259.22 loss:-6.784 fps:129 +frame:3.30e+05 wall_t:2558 t:20625 epi:nan +opt_step:61689 lr:0.0003 alpha:0.009674 +2026-02-13 11:54:07 | INFO | PID:5703 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:464.20 total_reward_ma:265.24 loss:-6.378 fps:129 +frame:3.40e+05 wall_t:2635 t:21250 epi:nan +opt_step:63564 lr:0.0003 alpha:0.009943 +2026-02-13 11:55:25 | INFO | PID:5703 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:461.40 total_reward_ma:270.85 loss:-6.475 fps:129.1 +frame:3.50e+05 wall_t:2712 t:21875 epi:nan +opt_step:65439 lr:0.0003 alpha:0.009429 +2026-02-13 11:56:41 | INFO | PID:5703 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:466.80 total_reward_ma:276.29 loss:-5.993 fps:129.1 +frame:3.60e+05 wall_t:2788 t:22500 epi:nan +opt_step:67314 lr:0.0003 alpha:0.008841 +2026-02-13 11:57:57 | INFO | PID:5703 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:476.40 total_reward_ma:281.70 loss:-5.988 fps:129.2 +frame:3.70e+05 wall_t:2864 t:23125 epi:nan +opt_step:69189 lr:0.0003 alpha:0.008909 +2026-02-13 11:59:13 | INFO | PID:5703 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:478.20 total_reward_ma:286.87 loss:-5.748 fps:129.3 +frame:3.80e+05 wall_t:2940 t:23750 epi:nan +opt_step:71064 lr:0.0003 alpha:0.009254 +2026-02-13 12:00:28 | INFO | PID:5703 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:463.20 total_reward_ma:291.39 loss:-5.783 fps:129.4 +frame:3.90e+05 wall_t:3015 t:24375 epi:nan +opt_step:72939 lr:0.0003 alpha:0.00869 +2026-02-13 12:01:44 | INFO | PID:5703 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:461.40 total_reward_ma:295.64 loss:-5.647 fps:129.4 +frame:4.00e+05 wall_t:3091 t:25000 epi:nan +opt_step:74814 lr:0.0003 alpha:0.008592 +2026-02-13 12:03:00 | INFO | PID:5703 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:457.20 total_reward_ma:299.58 loss:-5.55 fps:129.4 +frame:4.10e+05 wall_t:3168 t:25625 epi:nan +opt_step:76689 lr:0.0003 alpha:0.008904 +2026-02-13 12:04:16 | INFO | PID:5703 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:467.20 total_reward_ma:303.57 loss:-5.322 fps:129.5 +frame:4.20e+05 wall_t:3243 t:26250 epi:nan +opt_step:78564 lr:0.0003 alpha:0.00844 +2026-02-13 12:05:32 | INFO | PID:5703 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:470.60 total_reward_ma:307.46 loss:-5.547 fps:129.5 +frame:4.30e+05 wall_t:3320 t:26875 epi:nan +opt_step:80439 lr:0.0003 alpha:0.008787 +2026-02-13 12:06:49 | INFO | PID:5703 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:483.60 total_reward_ma:311.46 loss:-5.28 fps:129.6 +frame:4.40e+05 wall_t:3396 t:27500 epi:nan +opt_step:82314 lr:0.0003 alpha:0.01015 +2026-02-13 12:08:06 | INFO | PID:5703 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:497.00 total_reward_ma:315.58 loss:-5.232 fps:129.6 +frame:4.50e+05 wall_t:3473 t:28125 epi:nan +opt_step:84189 lr:0.0003 alpha:0.01021 +2026-02-13 12:09:22 | INFO | PID:5703 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:516.40 total_reward_ma:319.95 loss:-5.232 fps:129.6 +frame:4.60e+05 wall_t:3549 t:28750 epi:nan +opt_step:86064 lr:0.0003 alpha:0.01027 +2026-02-13 12:10:38 | INFO | PID:5703 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:530.00 total_reward_ma:324.42 loss:-5.242 fps:129.7 +frame:4.70e+05 wall_t:3625 t:29375 epi:nan +opt_step:87939 lr:0.0003 alpha:0.0102 +2026-02-13 12:11:53 | INFO | PID:5703 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:536.60 total_reward_ma:328.84 loss:-5.234 fps:129.7 +frame:4.80e+05 wall_t:3701 t:30000 epi:nan +opt_step:89814 lr:0.0003 alpha:0.01021 +2026-02-13 12:13:09 | INFO | PID:5703 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:543.20 total_reward_ma:333.21 loss:-5.274 fps:129.7 +frame:4.90e+05 wall_t:3777 t:30625 epi:nan +opt_step:91689 lr:0.0003 alpha:0.01011 +2026-02-13 12:14:26 | INFO | PID:5703 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:549.60 total_reward_ma:337.54 loss:-5.165 fps:129.8 +frame:5.00e+05 wall_t:3853 t:31250 epi:nan +opt_step:93564 lr:0.0003 alpha:0.01037 +2026-02-13 12:15:42 | INFO | PID:5703 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:552.20 total_reward_ma:341.75 loss:-5.107 fps:129.8 +frame:5.10e+05 wall_t:3929 t:31875 epi:nan +opt_step:95439 lr:0.0003 alpha:0.01032 +2026-02-13 12:16:58 | INFO | PID:5703 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:554.40 total_reward_ma:345.84 loss:-4.911 fps:129.8 +frame:5.20e+05 wall_t:4005 t:32500 epi:nan +opt_step:97314 lr:0.0003 alpha:0.01029 +2026-02-13 12:18:13 | INFO | PID:5703 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:551.40 total_reward_ma:349.72 loss:-5.271 fps:129.9 +frame:5.30e+05 wall_t:4081 t:33125 epi:nan +opt_step:99189 lr:0.0003 alpha:0.01061 +2026-02-13 12:19:30 | INFO | PID:5703 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:549.80 total_reward_ma:353.42 loss:-4.988 fps:129.9 +frame:5.40e+05 wall_t:4157 t:33750 epi:nan +opt_step:101064 lr:0.0003 alpha:0.01056 +2026-02-13 12:20:47 | INFO | PID:5703 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:561.20 total_reward_ma:357.20 loss:-5.044 fps:129.9 +frame:5.50e+05 wall_t:4234 t:34375 epi:nan +opt_step:102939 lr:0.0003 alpha:0.01116 +2026-02-13 12:22:02 | INFO | PID:5703 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:568.80 total_reward_ma:360.98 loss:-5.117 fps:129.9 +frame:5.60e+05 wall_t:4310 t:35000 epi:nan +opt_step:104814 lr:0.0003 alpha:0.01202 +2026-02-13 12:23:18 | INFO | PID:5703 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:571.20 total_reward_ma:364.67 loss:-5.196 fps:130 +frame:5.70e+05 wall_t:4386 t:35625 epi:nan +opt_step:106689 lr:0.0003 alpha:0.01192 +2026-02-13 12:24:34 | INFO | PID:5703 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:576.80 total_reward_ma:368.33 loss:-5.064 fps:130 +frame:5.80e+05 wall_t:4461 t:36250 epi:nan +opt_step:108564 lr:0.0003 alpha:0.01207 +2026-02-13 12:25:50 | INFO | PID:5703 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:588.60 total_reward_ma:372.06 loss:-5.07 fps:130 +frame:5.90e+05 wall_t:4537 t:36875 epi:nan +opt_step:110439 lr:0.0003 alpha:0.01195 +2026-02-13 12:27:05 | INFO | PID:5703 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:598.20 total_reward_ma:375.83 loss:-5.056 fps:130.1 +frame:6.00e+05 wall_t:4613 t:37500 epi:nan +opt_step:112314 lr:0.0003 alpha:0.01203 +2026-02-13 12:28:21 | INFO | PID:5703 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:592.20 total_reward_ma:379.38 loss:-5.058 fps:130.1 +frame:6.10e+05 wall_t:4689 t:38125 epi:nan +opt_step:114189 lr:0.0003 alpha:0.01218 +2026-02-13 12:29:38 | INFO | PID:5703 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:584.60 total_reward_ma:382.69 loss:-5.124 fps:130.1 +frame:6.20e+05 wall_t:4765 t:38750 epi:nan +opt_step:116064 lr:0.0003 alpha:0.0125 +2026-02-13 12:30:53 | INFO | PID:5703 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:576.60 total_reward_ma:385.76 loss:-5.187 fps:130.1 +frame:6.30e+05 wall_t:4841 t:39375 epi:nan +opt_step:117939 lr:0.0003 alpha:0.01282 +2026-02-13 12:32:09 | INFO | PID:5703 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:585.20 total_reward_ma:388.88 loss:-5.265 fps:130.2 +frame:6.40e+05 wall_t:4916 t:40000 epi:nan +opt_step:119814 lr:0.0003 alpha:0.01267 +2026-02-13 12:33:25 | INFO | PID:5703 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:600.00 total_reward_ma:392.13 loss:-5.353 fps:130.2 +frame:6.50e+05 wall_t:4992 t:40625 epi:nan +opt_step:121689 lr:0.0003 alpha:0.01306 +2026-02-13 12:34:41 | INFO | PID:5703 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:616.60 total_reward_ma:395.53 loss:-5.35 fps:130.2 +frame:6.60e+05 wall_t:5068 t:41250 epi:nan +opt_step:123564 lr:0.0003 alpha:0.0133 +2026-02-13 12:35:56 | INFO | PID:5703 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:615.40 total_reward_ma:398.81 loss:-5.169 fps:130.2 +frame:6.70e+05 wall_t:5144 t:41875 epi:nan +opt_step:125439 lr:0.0003 alpha:0.01348 +2026-02-13 12:37:13 | INFO | PID:5703 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:621.00 total_reward_ma:402.08 loss:-5.582 fps:130.3 +frame:6.80e+05 wall_t:5220 t:42500 epi:nan +opt_step:127314 lr:0.0003 alpha:0.01349 +2026-02-13 12:38:29 | INFO | PID:5703 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:618.40 total_reward_ma:405.21 loss:-5.392 fps:130.3 +frame:6.90e+05 wall_t:5296 t:43125 epi:nan +opt_step:129189 lr:0.0003 alpha:0.01395 +2026-02-13 12:39:46 | INFO | PID:5703 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:624.80 total_reward_ma:408.35 loss:-5.439 fps:130.3 +frame:7.00e+05 wall_t:5373 t:43750 epi:nan +opt_step:131064 lr:0.0003 alpha:0.01442 +2026-02-13 12:41:02 | INFO | PID:5703 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:634.40 total_reward_ma:411.53 loss:-5.364 fps:130.3 +frame:7.10e+05 wall_t:5449 t:44375 epi:nan +opt_step:132939 lr:0.0003 alpha:0.01453 +2026-02-13 12:42:19 | INFO | PID:5703 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:629.40 total_reward_ma:414.56 loss:-5.73 fps:130.3 +frame:7.20e+05 wall_t:5526 t:45000 epi:nan +opt_step:134814 lr:0.0003 alpha:0.0147 +2026-02-13 12:43:36 | INFO | PID:5703 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:636.00 total_reward_ma:417.59 loss:-5.767 fps:130.3 +frame:7.30e+05 wall_t:5603 t:45625 epi:nan +opt_step:136689 lr:0.0003 alpha:0.01554 +2026-02-13 12:44:52 | INFO | PID:5703 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:647.20 total_reward_ma:420.70 loss:-5.675 fps:130.3 +frame:7.40e+05 wall_t:5680 t:46250 epi:nan +opt_step:138564 lr:0.0003 alpha:0.01569 +2026-02-13 12:46:08 | INFO | PID:5703 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:654.40 total_reward_ma:423.81 loss:-6.02 fps:130.3 +frame:7.50e+05 wall_t:5755 t:46875 epi:nan +opt_step:140439 lr:0.0003 alpha:0.01593 +2026-02-13 12:47:24 | INFO | PID:5703 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:664.80 total_reward_ma:426.98 loss:-5.946 fps:130.3 +frame:7.60e+05 wall_t:5831 t:47500 epi:nan +opt_step:142314 lr:0.0003 alpha:0.01627 +2026-02-13 12:48:40 | INFO | PID:5703 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:674.00 total_reward_ma:430.19 loss:-6.011 fps:130.4 +frame:7.70e+05 wall_t:5907 t:48125 epi:nan +opt_step:144189 lr:0.0003 alpha:0.01679 +2026-02-13 12:49:56 | INFO | PID:5703 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:694.20 total_reward_ma:433.58 loss:-6.176 fps:130.3 +frame:7.80e+05 wall_t:5984 t:48750 epi:nan +opt_step:146064 lr:0.0003 alpha:0.0169 +2026-02-13 12:51:12 | INFO | PID:5703 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:711.20 total_reward_ma:437.09 loss:-6.325 fps:130.4 +frame:7.90e+05 wall_t:6059 t:49375 epi:nan +opt_step:147939 lr:0.0003 alpha:0.01713 +2026-02-13 12:52:28 | INFO | PID:5703 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:734.40 total_reward_ma:440.81 loss:-6.128 fps:130.4 +frame:8.00e+05 wall_t:6135 t:50000 epi:nan +opt_step:149814 lr:0.0003 alpha:0.01773 +2026-02-13 12:53:44 | INFO | PID:5703 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:754.60 total_reward_ma:444.68 loss:-6.34 fps:130.4 +frame:8.10e+05 wall_t:6211 t:50625 epi:nan +opt_step:151689 lr:0.0003 alpha:0.01812 +2026-02-13 12:54:59 | INFO | PID:5703 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:766.40 total_reward_ma:448.60 loss:-6.51 fps:130.4 +frame:8.20e+05 wall_t:6287 t:51250 epi:nan +opt_step:153564 lr:0.0003 alpha:0.01898 +2026-02-13 12:56:15 | INFO | PID:5703 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:769.20 total_reward_ma:452.47 loss:-6.859 fps:130.5 +frame:8.30e+05 wall_t:6362 t:51875 epi:nan +opt_step:155439 lr:0.0003 alpha:0.0197 +2026-02-13 12:57:30 | INFO | PID:5703 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:775.40 total_reward_ma:456.31 loss:-6.979 fps:130.5 +frame:8.40e+05 wall_t:6438 t:52500 epi:nan +opt_step:157314 lr:0.0003 alpha:0.0199 +2026-02-13 12:58:47 | INFO | PID:5703 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:803.40 total_reward_ma:460.39 loss:-7.168 fps:130.5 +frame:8.50e+05 wall_t:6515 t:53125 epi:nan +opt_step:159189 lr:0.0003 alpha:0.02011 +2026-02-13 13:00:06 | INFO | PID:5703 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:810.40 total_reward_ma:464.46 loss:-7.287 fps:130.4 +frame:8.60e+05 wall_t:6593 t:53750 epi:nan +opt_step:161064 lr:0.0003 alpha:0.0205 +2026-02-13 13:01:25 | INFO | PID:5703 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:862.40 total_reward_ma:469.04 loss:-7.394 fps:130.4 +frame:8.70e+05 wall_t:6672 t:54375 epi:nan +opt_step:162939 lr:0.0003 alpha:0.02119 +2026-02-13 13:02:44 | INFO | PID:5703 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:879.40 total_reward_ma:473.70 loss:-7.683 fps:130.3 +frame:8.80e+05 wall_t:6752 t:55000 epi:nan +opt_step:164814 lr:0.0003 alpha:0.02133 +2026-02-13 13:04:03 | INFO | PID:5703 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:897.00 total_reward_ma:478.46 loss:-7.785 fps:130.3 +frame:8.90e+05 wall_t:6831 t:55625 epi:nan +opt_step:166689 lr:0.0003 alpha:0.02143 +2026-02-13 13:05:22 | INFO | PID:5703 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:927.20 total_reward_ma:483.44 loss:-7.961 fps:130.2 +frame:9.00e+05 wall_t:6910 t:56250 epi:nan +opt_step:168564 lr:0.0003 alpha:0.02175 +2026-02-13 13:06:41 | INFO | PID:5703 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:955.40 total_reward_ma:488.63 loss:-8.101 fps:130.2 +frame:9.10e+05 wall_t:6988 t:56875 epi:nan +opt_step:170439 lr:0.0003 alpha:0.02227 +2026-02-13 13:08:00 | INFO | PID:5703 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:969.40 total_reward_ma:493.86 loss:-8.543 fps:130.2 +frame:9.20e+05 wall_t:7067 t:57500 epi:nan +opt_step:172314 lr:0.0003 alpha:0.02267 +2026-02-13 13:09:20 | INFO | PID:5703 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:999.60 total_reward_ma:499.29 loss:-8.682 fps:130.1 +frame:9.30e+05 wall_t:7147 t:58125 epi:nan +opt_step:174189 lr:0.0003 alpha:0.02306 +2026-02-13 13:10:38 | INFO | PID:5703 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:1043.20 total_reward_ma:505.08 loss:-8.863 fps:130.1 +frame:9.40e+05 wall_t:7226 t:58750 epi:nan +opt_step:176064 lr:0.0003 alpha:0.02306 +2026-02-13 13:11:57 | INFO | PID:5703 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:1077.00 total_reward_ma:511.10 loss:-9.075 fps:130 +frame:9.50e+05 wall_t:7305 t:59375 epi:nan +opt_step:177939 lr:0.0003 alpha:0.0238 +2026-02-13 13:13:16 | INFO | PID:5703 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:1102.40 total_reward_ma:517.26 loss:-9.165 fps:130 +frame:9.60e+05 wall_t:7384 t:60000 epi:nan +opt_step:179814 lr:0.0003 alpha:0.02298 +2026-02-13 13:14:34 | INFO | PID:5703 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:1139.80 total_reward_ma:523.68 loss:-9.394 fps:130 +frame:9.70e+05 wall_t:7462 t:60625 epi:nan +opt_step:181689 lr:0.0003 alpha:0.02348 +2026-02-13 13:15:53 | INFO | PID:5703 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:1147.40 total_reward_ma:530.04 loss:-9.563 fps:130 +frame:9.80e+05 wall_t:7541 t:61250 epi:nan +opt_step:183564 lr:0.0003 alpha:0.02362 +2026-02-13 13:17:12 | INFO | PID:5703 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:1183.60 total_reward_ma:536.64 loss:-9.689 fps:129.9 +frame:9.90e+05 wall_t:7619 t:61875 epi:nan +opt_step:185439 lr:0.0003 alpha:0.02367 +2026-02-13 13:18:31 | INFO | PID:5703 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:1204.20 total_reward_ma:543.32 loss:-9.996 fps:129.9 +frame:1.00e+06 wall_t:7698 t:62500 epi:nan +opt_step:187314 lr:0.0003 alpha:0.02379 +2026-02-13 13:19:49 | INFO | PID:5703 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:1215.80 total_reward_ma:554.88 loss:-9.987 fps:129.9 +frame:1.01e+06 wall_t:7777 t:63125 epi:nan +opt_step:189189 lr:0.0003 alpha:0.02401 +2026-02-13 13:21:08 | INFO | PID:5703 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:1290.20 total_reward_ma:566.99 loss:-10.34 fps:129.8 +frame:1.02e+06 wall_t:7856 t:63750 epi:nan +opt_step:191064 lr:0.0003 alpha:0.02485 +2026-02-13 13:22:28 | INFO | PID:5703 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:1310.40 total_reward_ma:579.34 loss:-10.37 fps:129.8 +frame:1.03e+06 wall_t:7936 t:64375 epi:nan +opt_step:192939 lr:0.0003 alpha:0.02528 +2026-02-13 13:23:49 | INFO | PID:5703 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:1344.20 total_reward_ma:591.95 loss:-10.59 fps:129.7 +frame:1.04e+06 wall_t:8017 t:65000 epi:nan +opt_step:194814 lr:0.0003 alpha:0.02559 +2026-02-13 13:25:10 | INFO | PID:5703 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:1385.60 total_reward_ma:604.87 loss:-10.49 fps:129.7 +frame:1.05e+06 wall_t:8097 t:65625 epi:nan +opt_step:196689 lr:0.0003 alpha:0.02569 +2026-02-13 13:26:30 | INFO | PID:5703 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:1427.60 total_reward_ma:618.17 loss:-10.86 fps:129.6 +frame:1.06e+06 wall_t:8177 t:66250 epi:nan +opt_step:198564 lr:0.0003 alpha:0.02588 +2026-02-13 13:27:50 | INFO | PID:5703 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:1423.40 total_reward_ma:631.26 loss:-10.82 fps:129.6 +frame:1.07e+06 wall_t:8257 t:66875 epi:nan +opt_step:200439 lr:0.0003 alpha:0.02613 +2026-02-13 13:29:10 | INFO | PID:5703 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:1427.40 total_reward_ma:644.27 loss:-10.86 fps:129.5 +frame:1.08e+06 wall_t:8338 t:67500 epi:nan +opt_step:202314 lr:0.0003 alpha:0.02657 +2026-02-13 13:30:30 | INFO | PID:5703 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:1481.20 total_reward_ma:657.60 loss:-11.04 fps:129.5 +frame:1.09e+06 wall_t:8418 t:68125 epi:nan +opt_step:204189 lr:0.0003 alpha:0.02671 +2026-02-13 13:31:49 | INFO | PID:5703 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:1504.40 total_reward_ma:670.96 loss:-11.14 fps:129.5 +frame:1.10e+06 wall_t:8497 t:68750 epi:nan +opt_step:206064 lr:0.0003 alpha:0.02702 +2026-02-13 13:33:09 | INFO | PID:5703 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:1506.00 total_reward_ma:684.13 loss:-11.27 fps:129.4 +frame:1.11e+06 wall_t:8576 t:69375 epi:nan +opt_step:207939 lr:0.0003 alpha:0.02738 +2026-02-13 13:34:28 | INFO | PID:5703 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:1525.00 total_reward_ma:697.34 loss:-11.59 fps:129.4 +frame:1.12e+06 wall_t:8655 t:70000 epi:nan +opt_step:209814 lr:0.0003 alpha:0.02754 +2026-02-13 13:35:48 | INFO | PID:5703 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:1536.20 total_reward_ma:710.53 loss:-11.5 fps:129.4 +frame:1.13e+06 wall_t:8735 t:70625 epi:nan +opt_step:211689 lr:0.0003 alpha:0.02731 +2026-02-13 13:37:09 | INFO | PID:5703 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:1539.00 total_reward_ma:723.57 loss:-11.51 fps:129.3 +frame:1.14e+06 wall_t:8817 t:71250 epi:nan +opt_step:213564 lr:0.0003 alpha:0.02781 +2026-02-13 13:38:31 | INFO | PID:5703 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:1538.40 total_reward_ma:736.52 loss:-11.72 fps:129.2 +frame:1.15e+06 wall_t:8898 t:71875 epi:nan +opt_step:215439 lr:0.0003 alpha:0.0286 +2026-02-13 13:39:51 | INFO | PID:5703 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:1553.20 total_reward_ma:749.55 loss:-12.17 fps:129.2 +frame:1.16e+06 wall_t:8978 t:72500 epi:nan +opt_step:217314 lr:0.0003 alpha:0.02902 +2026-02-13 13:41:11 | INFO | PID:5703 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:1560.20 total_reward_ma:762.67 loss:-12.04 fps:129.2 +frame:1.17e+06 wall_t:9059 t:73125 epi:nan +opt_step:219189 lr:0.0003 alpha:0.02984 +2026-02-13 13:42:33 | INFO | PID:5703 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:1604.60 total_reward_ma:776.20 loss:-12.32 fps:129.1 +frame:1.18e+06 wall_t:9140 t:73750 epi:nan +opt_step:221064 lr:0.0003 alpha:0.03025 +2026-02-13 13:43:54 | INFO | PID:5703 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:1589.60 total_reward_ma:789.43 loss:-12.17 fps:129 +frame:1.19e+06 wall_t:9222 t:74375 epi:nan +opt_step:222939 lr:0.0003 alpha:0.03041 +2026-02-13 13:45:17 | INFO | PID:5703 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:1601.60 total_reward_ma:802.71 loss:-12.54 fps:129 +frame:1.20e+06 wall_t:9305 t:75000 epi:nan +opt_step:224814 lr:0.0003 alpha:0.03097 +2026-02-13 13:46:39 | INFO | PID:5703 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:1601.60 total_reward_ma:815.70 loss:-12.68 fps:128.9 +frame:1.21e+06 wall_t:9386 t:75625 epi:nan +opt_step:226689 lr:0.0003 alpha:0.03114 +2026-02-13 13:48:01 | INFO | PID:5703 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:1584.60 total_reward_ma:828.39 loss:-12.97 fps:128.8 +frame:1.22e+06 wall_t:9469 t:76250 epi:nan +opt_step:228564 lr:0.0003 alpha:0.03063 +2026-02-13 13:49:23 | INFO | PID:5703 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:1580.40 total_reward_ma:840.95 loss:-13.16 fps:128.8 +frame:1.23e+06 wall_t:9551 t:76875 epi:nan +opt_step:230439 lr:0.0003 alpha:0.0311 +2026-02-13 13:50:46 | INFO | PID:5703 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:1578.40 total_reward_ma:853.30 loss:-13.17 fps:128.7 +frame:1.24e+06 wall_t:9633 t:77500 epi:nan +opt_step:232314 lr:0.0003 alpha:0.03113 +2026-02-13 13:52:09 | INFO | PID:5703 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:1574.60 total_reward_ma:865.45 loss:-13.52 fps:128.7 +frame:1.25e+06 wall_t:9716 t:78125 epi:nan +opt_step:234189 lr:0.0003 alpha:0.03142 +2026-02-13 13:53:31 | INFO | PID:5703 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:1616.00 total_reward_ma:877.79 loss:-13.3 fps:128.6 +frame:1.26e+06 wall_t:9798 t:78750 epi:nan +opt_step:236064 lr:0.0003 alpha:0.03085 +2026-02-13 13:54:53 | INFO | PID:5703 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:1589.40 total_reward_ma:889.59 loss:-12.72 fps:128.5 +frame:1.27e+06 wall_t:9880 t:79375 epi:nan +opt_step:237939 lr:0.0003 alpha:0.03147 +2026-02-13 13:56:15 | INFO | PID:5703 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:1578.00 total_reward_ma:901.11 loss:-13.43 fps:128.5 +frame:1.28e+06 wall_t:9962 t:80000 epi:nan +opt_step:239814 lr:0.0003 alpha:0.03082 +2026-02-13 13:57:36 | INFO | PID:5703 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:1560.60 total_reward_ma:912.36 loss:-13.33 fps:128.4 +frame:1.29e+06 wall_t:10044 t:80625 epi:nan +opt_step:241689 lr:0.0003 alpha:0.03124 +2026-02-13 13:58:58 | INFO | PID:5703 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:1597.60 total_reward_ma:923.91 loss:-13.84 fps:128.4 +frame:1.30e+06 wall_t:10125 t:81250 epi:nan +opt_step:243564 lr:0.0003 alpha:0.03137 +2026-02-13 14:00:20 | INFO | PID:5703 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:1614.00 total_reward_ma:935.56 loss:-13.58 fps:128.3 +frame:1.31e+06 wall_t:10207 t:81875 epi:nan +opt_step:245439 lr:0.0003 alpha:0.03117 +2026-02-13 14:01:42 | INFO | PID:5703 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:1648.00 total_reward_ma:947.36 loss:-13.81 fps:128.3 +frame:1.32e+06 wall_t:10289 t:82500 epi:nan +opt_step:247314 lr:0.0003 alpha:0.03149 +2026-02-13 14:03:02 | INFO | PID:5703 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:1672.00 total_reward_ma:959.37 loss:-13.69 fps:128.3 +frame:1.33e+06 wall_t:10370 t:83125 epi:nan +opt_step:249189 lr:0.0003 alpha:0.03134 +2026-02-13 14:04:24 | INFO | PID:5703 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:1701.60 total_reward_ma:971.74 loss:-13.88 fps:128.2 +frame:1.34e+06 wall_t:10452 t:83750 epi:nan +opt_step:251064 lr:0.0003 alpha:0.03184 +2026-02-13 14:05:46 | INFO | PID:5703 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:1734.40 total_reward_ma:984.47 loss:-13.69 fps:128.2 +frame:1.35e+06 wall_t:10533 t:84375 epi:nan +opt_step:252939 lr:0.0003 alpha:0.03169 +2026-02-13 14:07:08 | INFO | PID:5703 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:1765.40 total_reward_ma:997.46 loss:-13.74 fps:128.1 +frame:1.36e+06 wall_t:10616 t:85000 epi:nan +opt_step:254814 lr:0.0003 alpha:0.03135 +2026-02-13 14:08:30 | INFO | PID:5703 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:1738.60 total_reward_ma:1010.08 loss:-13.73 fps:128.1 +frame:1.37e+06 wall_t:10698 t:85625 epi:nan +opt_step:256689 lr:0.0003 alpha:0.03111 +2026-02-13 14:09:52 | INFO | PID:5703 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:1763.80 total_reward_ma:1022.94 loss:-13.61 fps:128 +frame:1.38e+06 wall_t:10779 t:86250 epi:nan +opt_step:258564 lr:0.0003 alpha:0.03146 +2026-02-13 14:11:13 | INFO | PID:5703 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:1790.40 total_reward_ma:1036.21 loss:-13.74 fps:128 +frame:1.39e+06 wall_t:10861 t:86875 epi:nan +opt_step:260439 lr:0.0003 alpha:0.03145 +2026-02-13 14:12:35 | INFO | PID:5703 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:1812.60 total_reward_ma:1049.72 loss:-13.92 fps:127.9 +frame:1.40e+06 wall_t:10942 t:87500 epi:nan +opt_step:262314 lr:0.0003 alpha:0.03196 +2026-02-13 14:13:56 | INFO | PID:5703 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:1829.00 total_reward_ma:1063.44 loss:-13.87 fps:127.9 +frame:1.41e+06 wall_t:11024 t:88125 epi:nan +opt_step:264189 lr:0.0003 alpha:0.03236 +2026-02-13 14:15:19 | INFO | PID:5703 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:1868.20 total_reward_ma:1077.45 loss:-14.1 fps:127.9 +frame:1.42e+06 wall_t:11106 t:88750 epi:nan +opt_step:266064 lr:0.0003 alpha:0.03229 +2026-02-13 14:16:41 | INFO | PID:5703 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:1879.60 total_reward_ma:1091.54 loss:-14.1 fps:127.8 +frame:1.43e+06 wall_t:11188 t:89375 epi:nan +opt_step:267939 lr:0.0003 alpha:0.0327 +2026-02-13 14:18:03 | INFO | PID:5703 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:1913.40 total_reward_ma:1105.84 loss:-14.01 fps:127.8 +frame:1.44e+06 wall_t:11270 t:90000 epi:nan +opt_step:269814 lr:0.0003 alpha:0.03243 +2026-02-13 14:19:24 | INFO | PID:5703 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:1943.20 total_reward_ma:1120.30 loss:-14.39 fps:127.7 +frame:1.45e+06 wall_t:11352 t:90625 epi:nan +opt_step:271689 lr:0.0003 alpha:0.03258 +2026-02-13 14:20:46 | INFO | PID:5703 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:1936.80 total_reward_ma:1134.50 loss:-14.63 fps:127.7 +frame:1.46e+06 wall_t:11433 t:91250 epi:nan +opt_step:273564 lr:0.0003 alpha:0.03299 +2026-02-13 14:22:08 | INFO | PID:5703 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:1979.20 total_reward_ma:1149.00 loss:-14.62 fps:127.7 +frame:1.47e+06 wall_t:11515 t:91875 epi:nan +opt_step:275439 lr:0.0003 alpha:0.0335 +2026-02-13 14:23:30 | INFO | PID:5703 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:2019.80 total_reward_ma:1163.83 loss:-14.8 fps:127.6 +frame:1.48e+06 wall_t:11598 t:92500 epi:nan +opt_step:277314 lr:0.0003 alpha:0.03319 +2026-02-13 14:24:52 | INFO | PID:5703 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:2070.40 total_reward_ma:1179.10 loss:-14.71 fps:127.6 +frame:1.49e+06 wall_t:11679 t:93125 epi:nan +opt_step:279189 lr:0.0003 alpha:0.03297 +2026-02-13 14:26:14 | INFO | PID:5703 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:2083.20 total_reward_ma:1194.44 loss:-14.81 fps:127.5 +frame:1.50e+06 wall_t:11762 t:93750 epi:nan +opt_step:281064 lr:0.0003 alpha:0.03273 +2026-02-13 14:27:36 | INFO | PID:5703 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:2102.40 total_reward_ma:1209.94 loss:-14.86 fps:127.5 +frame:1.51e+06 wall_t:11844 t:94375 epi:nan +opt_step:282939 lr:0.0003 alpha:0.03344 +2026-02-13 14:28:58 | INFO | PID:5703 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:2137.20 total_reward_ma:1225.77 loss:-14.59 fps:127.5 +frame:1.52e+06 wall_t:11925 t:95000 epi:nan +opt_step:284814 lr:0.0003 alpha:0.03342 +2026-02-13 14:30:20 | INFO | PID:5703 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:2107.20 total_reward_ma:1241.32 loss:-14.38 fps:127.4 +frame:1.53e+06 wall_t:12008 t:95625 epi:nan +opt_step:286689 lr:0.0003 alpha:0.0328 +2026-02-13 14:31:42 | INFO | PID:5703 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:2101.80 total_reward_ma:1256.84 loss:-14.94 fps:127.4 +frame:1.54e+06 wall_t:12089 t:96250 epi:nan +opt_step:288564 lr:0.0003 alpha:0.03313 +2026-02-13 14:33:03 | INFO | PID:5703 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:2100.60 total_reward_ma:1272.24 loss:-15.17 fps:127.4 +frame:1.55e+06 wall_t:12170 t:96875 epi:nan +opt_step:290439 lr:0.0003 alpha:0.03359 +2026-02-13 14:34:25 | INFO | PID:5703 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:2093.80 total_reward_ma:1287.49 loss:-15.06 fps:127.3 +frame:1.56e+06 wall_t:12252 t:97500 epi:nan +opt_step:292314 lr:0.0003 alpha:0.03366 +2026-02-13 14:35:45 | INFO | PID:5703 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:2148.80 total_reward_ma:1303.26 loss:-15.1 fps:127.3 +frame:1.57e+06 wall_t:12333 t:98125 epi:nan +opt_step:294189 lr:0.0003 alpha:0.03339 +2026-02-13 14:37:07 | INFO | PID:5703 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:2154.20 total_reward_ma:1319.04 loss:-15.36 fps:127.3 +frame:1.58e+06 wall_t:12415 t:98750 epi:nan +opt_step:296064 lr:0.0003 alpha:0.03391 +2026-02-13 14:38:30 | INFO | PID:5703 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:2177.00 total_reward_ma:1334.92 loss:-14.73 fps:127.2 +frame:1.59e+06 wall_t:12497 t:99375 epi:nan +opt_step:297939 lr:0.0003 alpha:0.03372 +2026-02-13 14:39:52 | INFO | PID:5703 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:2252.60 total_reward_ma:1351.47 loss:-15.33 fps:127.2 +frame:1.60e+06 wall_t:12579 t:100000 epi:nan +opt_step:299814 lr:0.0003 alpha:0.03396 +2026-02-13 14:41:13 | INFO | PID:5703 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:2273.80 total_reward_ma:1368.28 loss:-15.04 fps:127.2 +frame:1.61e+06 wall_t:12660 t:100625 epi:nan +opt_step:301689 lr:0.0003 alpha:0.03375 +2026-02-13 14:42:35 | INFO | PID:5703 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:2268.80 total_reward_ma:1385.12 loss:-15.18 fps:127.1 +frame:1.62e+06 wall_t:12742 t:101250 epi:nan +opt_step:303564 lr:0.0003 alpha:0.03355 +2026-02-13 14:43:57 | INFO | PID:5703 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:2261.80 total_reward_ma:1401.98 loss:-15.75 fps:127.1 +frame:1.63e+06 wall_t:12825 t:101875 epi:nan +opt_step:305439 lr:0.0003 alpha:0.03413 +2026-02-13 14:45:19 | INFO | PID:5703 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:2305.00 total_reward_ma:1419.17 loss:-15.42 fps:127.1 +frame:1.64e+06 wall_t:12906 t:102500 epi:nan +opt_step:307314 lr:0.0003 alpha:0.03337 +2026-02-13 14:46:41 | INFO | PID:5703 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:2294.40 total_reward_ma:1436.12 loss:-15.7 fps:127 +frame:1.65e+06 wall_t:12989 t:103125 epi:nan +opt_step:309189 lr:0.0003 alpha:0.03324 +2026-02-13 14:48:02 | INFO | PID:5703 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:2283.80 total_reward_ma:1452.79 loss:-15.63 fps:127 +frame:1.66e+06 wall_t:13070 t:103750 epi:nan +opt_step:311064 lr:0.0003 alpha:0.03355 +2026-02-13 14:49:24 | INFO | PID:5703 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:2307.80 total_reward_ma:1469.71 loss:-15.41 fps:127 +frame:1.67e+06 wall_t:13152 t:104375 epi:nan +opt_step:312939 lr:0.0003 alpha:0.03435 +2026-02-13 14:50:46 | INFO | PID:5703 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:2322.40 total_reward_ma:1486.73 loss:-15.65 fps:126.9 +frame:1.68e+06 wall_t:13234 t:105000 epi:nan +opt_step:314814 lr:0.0003 alpha:0.03367 +2026-02-13 14:52:08 | INFO | PID:5703 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:2305.00 total_reward_ma:1503.59 loss:-15.45 fps:126.9 +frame:1.69e+06 wall_t:13316 t:105625 epi:nan +opt_step:316689 lr:0.0003 alpha:0.03391 +2026-02-13 14:53:30 | INFO | PID:5703 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:2295.60 total_reward_ma:1520.30 loss:-15.82 fps:126.9 +frame:1.70e+06 wall_t:13398 t:106250 epi:nan +opt_step:318564 lr:0.0003 alpha:0.0339 +2026-02-13 14:54:52 | INFO | PID:5703 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:2322.60 total_reward_ma:1537.18 loss:-15.96 fps:126.9 +frame:1.71e+06 wall_t:13479 t:106875 epi:nan +opt_step:320439 lr:0.0003 alpha:0.03437 +2026-02-13 14:56:13 | INFO | PID:5703 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:2319.40 total_reward_ma:1554.08 loss:-15.78 fps:126.8 +frame:1.72e+06 wall_t:13561 t:107500 epi:nan +opt_step:322314 lr:0.0003 alpha:0.03353 +2026-02-13 14:57:36 | INFO | PID:5703 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:2280.60 total_reward_ma:1570.53 loss:-15.81 fps:126.8 +frame:1.73e+06 wall_t:13644 t:108125 epi:nan +opt_step:324189 lr:0.0003 alpha:0.03354 +2026-02-13 14:58:58 | INFO | PID:5703 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:2287.20 total_reward_ma:1586.93 loss:-15.89 fps:126.8 +frame:1.74e+06 wall_t:13726 t:108750 epi:nan +opt_step:326064 lr:0.0003 alpha:0.0328 +2026-02-13 15:00:20 | INFO | PID:5703 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:2286.20 total_reward_ma:1603.25 loss:-15.87 fps:126.7 +frame:1.75e+06 wall_t:13807 t:109375 epi:nan +opt_step:327939 lr:0.0003 alpha:0.03271 +2026-02-13 15:01:42 | INFO | PID:5703 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:2291.40 total_reward_ma:1619.51 loss:-15.6 fps:126.7 +frame:1.76e+06 wall_t:13889 t:110000 epi:nan +opt_step:329814 lr:0.0003 alpha:0.03314 +2026-02-13 15:03:03 | INFO | PID:5703 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:2267.40 total_reward_ma:1635.45 loss:-16.07 fps:126.7 +frame:1.77e+06 wall_t:13971 t:110625 epi:nan +opt_step:331689 lr:0.0003 alpha:0.03284 +2026-02-13 15:04:26 | INFO | PID:5703 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:2249.80 total_reward_ma:1651.00 loss:-15.97 fps:126.7 +frame:1.78e+06 wall_t:14053 t:111250 epi:nan +opt_step:333564 lr:0.0003 alpha:0.03304 +2026-02-13 15:05:47 | INFO | PID:5703 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:2175.00 total_reward_ma:1665.64 loss:-16.18 fps:126.6 +frame:1.79e+06 wall_t:14134 t:111875 epi:nan +opt_step:335439 lr:0.0003 alpha:0.03242 +2026-02-13 15:07:09 | INFO | PID:5703 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:2144.20 total_reward_ma:1679.74 loss:-15.7 fps:126.6 +frame:1.80e+06 wall_t:14216 t:112500 epi:nan +opt_step:337314 lr:0.0003 alpha:0.0314 +2026-02-13 15:08:31 | INFO | PID:5703 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:2126.80 total_reward_ma:1693.46 loss:-16.06 fps:126.6 +frame:1.81e+06 wall_t:14299 t:113125 epi:nan +opt_step:339189 lr:0.0003 alpha:0.03174 +2026-02-13 15:09:53 | INFO | PID:5703 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:2143.60 total_reward_ma:1707.23 loss:-16.1 fps:126.6 +frame:1.82e+06 wall_t:14381 t:113750 epi:nan +opt_step:341064 lr:0.0003 alpha:0.03238 +2026-02-13 15:11:15 | INFO | PID:5703 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:2159.80 total_reward_ma:1721.14 loss:-15.38 fps:126.5 +frame:1.83e+06 wall_t:14462 t:114375 epi:nan +opt_step:342939 lr:0.0003 alpha:0.03168 +2026-02-13 15:12:37 | INFO | PID:5703 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:2145.80 total_reward_ma:1734.84 loss:-15.98 fps:126.5 +frame:1.84e+06 wall_t:14545 t:115000 epi:nan +opt_step:344814 lr:0.0003 alpha:0.03166 +2026-02-13 15:13:59 | INFO | PID:5703 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:2148.40 total_reward_ma:1748.29 loss:-15.6 fps:126.5 +frame:1.85e+06 wall_t:14627 t:115625 epi:nan +opt_step:346689 lr:0.0003 alpha:0.03222 +2026-02-13 15:15:21 | INFO | PID:5703 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:2151.40 total_reward_ma:1761.70 loss:-15.75 fps:126.5 +frame:1.86e+06 wall_t:14709 t:116250 epi:nan +opt_step:348564 lr:0.0003 alpha:0.03243 +2026-02-13 15:16:43 | INFO | PID:5703 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:2163.60 total_reward_ma:1774.72 loss:-15.95 fps:126.4 +frame:1.87e+06 wall_t:14790 t:116875 epi:nan +opt_step:350439 lr:0.0003 alpha:0.03172 +2026-02-13 15:18:05 | INFO | PID:5703 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:2167.60 total_reward_ma:1787.60 loss:-15.93 fps:126.4 +frame:1.88e+06 wall_t:14872 t:117500 epi:nan +opt_step:352314 lr:0.0003 alpha:0.03293 +2026-02-13 15:19:27 | INFO | PID:5703 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:2174.80 total_reward_ma:1800.38 loss:-15.53 fps:126.4 +frame:1.89e+06 wall_t:14954 t:118125 epi:nan +opt_step:354189 lr:0.0003 alpha:0.03256 +2026-02-13 15:20:49 | INFO | PID:5703 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:2199.20 total_reward_ma:1813.10 loss:-15.61 fps:126.4 +frame:1.90e+06 wall_t:15036 t:118750 epi:nan +opt_step:356064 lr:0.0003 alpha:0.03292 +2026-02-13 15:22:12 | INFO | PID:5703 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:2217.60 total_reward_ma:1825.72 loss:-15.52 fps:126.3 +frame:1.91e+06 wall_t:15119 t:119375 epi:nan +opt_step:357939 lr:0.0003 alpha:0.03356 +2026-02-13 15:23:33 | INFO | PID:5703 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:2207.00 total_reward_ma:1838.09 loss:-16.13 fps:126.3 +frame:1.92e+06 wall_t:15201 t:120000 epi:nan +opt_step:359814 lr:0.0003 alpha:0.03391 +2026-02-13 15:24:55 | INFO | PID:5703 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:2147.80 total_reward_ma:1849.58 loss:-16 fps:126.3 +frame:1.93e+06 wall_t:15282 t:120625 epi:nan +opt_step:361689 lr:0.0003 alpha:0.03488 +2026-02-13 15:26:17 | INFO | PID:5703 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:2146.60 total_reward_ma:1860.61 loss:-15.66 fps:126.3 +frame:1.94e+06 wall_t:15365 t:121250 epi:nan +opt_step:363564 lr:0.0003 alpha:0.03499 +2026-02-13 15:27:39 | INFO | PID:5703 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:2129.80 total_reward_ma:1871.14 loss:-16.16 fps:126.2 +frame:1.95e+06 wall_t:15446 t:121875 epi:nan +opt_step:365439 lr:0.0003 alpha:0.0343 +2026-02-13 15:29:00 | INFO | PID:5703 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:2095.00 total_reward_ma:1881.06 loss:-16.01 fps:126.2 +frame:1.96e+06 wall_t:15527 t:122500 epi:nan +opt_step:367314 lr:0.0003 alpha:0.03378 +2026-02-13 15:30:20 | INFO | PID:5703 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:2082.40 total_reward_ma:1890.49 loss:-15.53 fps:126.2 +frame:1.97e+06 wall_t:15607 t:123125 epi:nan +opt_step:369189 lr:0.0003 alpha:0.03354 +2026-02-13 15:31:39 | INFO | PID:5703 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:2078.00 total_reward_ma:1899.80 loss:-15.5 fps:126.2 +frame:1.98e+06 wall_t:15687 t:123750 epi:nan +opt_step:371064 lr:0.0003 alpha:0.03252 +2026-02-13 15:32:58 | INFO | PID:5703 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:2109.40 total_reward_ma:1909.05 loss:-15.54 fps:126.2 +frame:1.99e+06 wall_t:15766 t:124375 epi:nan +opt_step:372939 lr:0.0003 alpha:0.03274 +2026-02-13 15:34:18 | INFO | PID:5703 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_seaquest_t0_s2 [train] +total_reward:2162.40 total_reward_ma:1918.64 loss:-15.86 fps:126.2 +frame:2.00e+06 wall_t:15846 t:125000 epi:nan +opt_step:374814 lr:0.0003 alpha:0.03242 +2026-02-13 15:34:19 | INFO | PID:5703 | slm_lab.lib.logger:info | Session 2 done diff --git a/data/sac_atari_seaquest_2026_02_13_111005/log/sac_atari_seaquest_t0_s3.log b/data/sac_atari_seaquest_2026_02_13_111005/log/sac_atari_seaquest_t0_s3.log new file mode 100644 index 0000000000000000000000000000000000000000..17027fd5a14cd0d084537e5b97b9de23486793ab --- /dev/null +++ b/data/sac_atari_seaquest_2026_02_13_111005/log/sac_atari_seaquest_t0_s3.log @@ -0,0 +1,802 @@ +2026-02-13 11:10:10 | INFO | PID:5704 | slm_lab.env:_make_vector_env | AtariVectorEnv: 16 envs, native preprocessing +2026-02-13 11:12:03 | INFO | PID:5704 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:81.82 total_reward_ma:81.82 loss:-18.57 fps:90.91 +frame:1.00e+04 wall_t:110 t:625 epi:nan +opt_step:1689 lr:0.0003 alpha:0.6316 +2026-02-13 11:13:19 | INFO | PID:5704 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:108.80 total_reward_ma:95.31 loss:-28.36 fps:107.5 +frame:2.00e+04 wall_t:186 t:1250 epi:nan +opt_step:3564 lr:0.0003 alpha:0.4039 +2026-02-13 11:14:35 | INFO | PID:5704 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:107.50 total_reward_ma:99.37 loss:-33.26 fps:114.1 +frame:3.00e+04 wall_t:263 t:1875 epi:nan +opt_step:5439 lr:0.0003 alpha:0.2646 +2026-02-13 11:15:52 | INFO | PID:5704 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:105.26 total_reward_ma:100.85 loss:-35.11 fps:117.6 +frame:4.00e+04 wall_t:340 t:2500 epi:nan +opt_step:7314 lr:0.0003 alpha:0.1749 +2026-02-13 11:17:09 | INFO | PID:5704 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:114.79 total_reward_ma:103.64 loss:-34.64 fps:120.2 +frame:5.00e+04 wall_t:416 t:3125 epi:nan +opt_step:9189 lr:0.0003 alpha:0.1161 +2026-02-13 11:18:27 | INFO | PID:5704 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:123.86 total_reward_ma:107.01 loss:-34.61 fps:121.5 +frame:6.00e+04 wall_t:494 t:3750 epi:nan +opt_step:11064 lr:0.0003 alpha:0.07733 +2026-02-13 11:19:43 | INFO | PID:5704 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:127.40 total_reward_ma:109.92 loss:-33.11 fps:122.8 +frame:7.00e+04 wall_t:570 t:4375 epi:nan +opt_step:12939 lr:0.0003 alpha:0.0518 +2026-02-13 11:21:01 | INFO | PID:5704 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:143.20 total_reward_ma:114.08 loss:-30.88 fps:123.5 +frame:8.00e+04 wall_t:648 t:5000 epi:nan +opt_step:14814 lr:0.0003 alpha:0.03503 +2026-02-13 11:22:17 | INFO | PID:5704 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:157.00 total_reward_ma:118.85 loss:-29.18 fps:124.1 +frame:9.00e+04 wall_t:725 t:5625 epi:nan +opt_step:16689 lr:0.0003 alpha:0.02403 +2026-02-13 11:23:34 | INFO | PID:5704 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:164.80 total_reward_ma:123.44 loss:-26.98 fps:124.8 +frame:1.00e+05 wall_t:801 t:6250 epi:nan +opt_step:18564 lr:0.0003 alpha:0.01689 +2026-02-13 11:24:50 | INFO | PID:5704 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:185.80 total_reward_ma:129.11 loss:-24.93 fps:125.4 +frame:1.10e+05 wall_t:877 t:6875 epi:nan +opt_step:20439 lr:0.0003 alpha:0.01247 +2026-02-13 11:26:07 | INFO | PID:5704 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:195.60 total_reward_ma:134.65 loss:-22.8 fps:125.8 +frame:1.20e+05 wall_t:954 t:7500 epi:nan +opt_step:22314 lr:0.0003 alpha:0.009775 +2026-02-13 11:27:23 | INFO | PID:5704 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:206.20 total_reward_ma:140.16 loss:-21.37 fps:126.1 +frame:1.30e+05 wall_t:1031 t:8125 epi:nan +opt_step:24189 lr:0.0003 alpha:0.008595 +2026-02-13 11:28:40 | INFO | PID:5704 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:210.60 total_reward_ma:145.19 loss:-20.06 fps:126.4 +frame:1.40e+05 wall_t:1108 t:8750 epi:nan +opt_step:26064 lr:0.0003 alpha:0.008443 +2026-02-13 11:29:56 | INFO | PID:5704 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:212.60 total_reward_ma:149.68 loss:-18.42 fps:126.8 +frame:1.50e+05 wall_t:1183 t:9375 epi:nan +opt_step:27939 lr:0.0003 alpha:0.008899 +2026-02-13 11:31:12 | INFO | PID:5704 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:214.80 total_reward_ma:153.75 loss:-17.05 fps:127 +frame:1.60e+05 wall_t:1260 t:10000 epi:nan +opt_step:29814 lr:0.0003 alpha:0.008933 +2026-02-13 11:32:28 | INFO | PID:5704 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:223.60 total_reward_ma:157.86 loss:-15.99 fps:127.2 +frame:1.70e+05 wall_t:1336 t:10625 epi:nan +opt_step:31689 lr:0.0003 alpha:0.009363 +2026-02-13 11:33:45 | INFO | PID:5704 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:230.20 total_reward_ma:161.88 loss:-14.83 fps:127.5 +frame:1.80e+05 wall_t:1412 t:11250 epi:nan +opt_step:33564 lr:0.0003 alpha:0.01031 +2026-02-13 11:35:01 | INFO | PID:5704 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:230.40 total_reward_ma:165.49 loss:-14.07 fps:127.7 +frame:1.90e+05 wall_t:1488 t:11875 epi:nan +opt_step:35439 lr:0.0003 alpha:0.0102 +2026-02-13 11:36:19 | INFO | PID:5704 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:230.40 total_reward_ma:168.73 loss:-13.08 fps:127.7 +frame:2.00e+05 wall_t:1566 t:12500 epi:nan +opt_step:37314 lr:0.0003 alpha:0.01086 +2026-02-13 11:37:35 | INFO | PID:5704 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:236.00 total_reward_ma:171.94 loss:-12.55 fps:127.9 +frame:2.10e+05 wall_t:1642 t:13125 epi:nan +opt_step:39189 lr:0.0003 alpha:0.01108 +2026-02-13 11:38:52 | INFO | PID:5704 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:241.40 total_reward_ma:175.09 loss:-11.47 fps:127.9 +frame:2.20e+05 wall_t:1720 t:13750 epi:nan +opt_step:41064 lr:0.0003 alpha:0.01099 +2026-02-13 11:40:09 | INFO | PID:5704 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:254.40 total_reward_ma:178.54 loss:-11.07 fps:128 +frame:2.30e+05 wall_t:1797 t:14375 epi:nan +opt_step:42939 lr:0.0003 alpha:0.01043 +2026-02-13 11:41:27 | INFO | PID:5704 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:266.40 total_reward_ma:182.20 loss:-10.54 fps:128.1 +frame:2.40e+05 wall_t:1874 t:15000 epi:nan +opt_step:44814 lr:0.0003 alpha:0.01103 +2026-02-13 11:42:44 | INFO | PID:5704 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:297.00 total_reward_ma:186.79 loss:-10.03 fps:128.1 +frame:2.50e+05 wall_t:1952 t:15625 epi:nan +opt_step:46689 lr:0.0003 alpha:0.0105 +2026-02-13 11:44:01 | INFO | PID:5704 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:307.00 total_reward_ma:191.42 loss:-9.346 fps:128.2 +frame:2.60e+05 wall_t:2028 t:16250 epi:nan +opt_step:48564 lr:0.0003 alpha:0.01001 +2026-02-13 11:45:18 | INFO | PID:5704 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:317.80 total_reward_ma:196.10 loss:-8.93 fps:128.3 +frame:2.70e+05 wall_t:2105 t:16875 epi:nan +opt_step:50439 lr:0.0003 alpha:0.01084 +2026-02-13 11:46:34 | INFO | PID:5704 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:331.80 total_reward_ma:200.94 loss:-8.8 fps:128.4 +frame:2.80e+05 wall_t:2181 t:17500 epi:nan +opt_step:52314 lr:0.0003 alpha:0.0115 +2026-02-13 11:47:50 | INFO | PID:5704 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:336.40 total_reward_ma:205.62 loss:-8.233 fps:128.4 +frame:2.90e+05 wall_t:2258 t:18125 epi:nan +opt_step:54189 lr:0.0003 alpha:0.01133 +2026-02-13 11:49:06 | INFO | PID:5704 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:339.20 total_reward_ma:210.07 loss:-8.076 fps:128.5 +frame:3.00e+05 wall_t:2334 t:18750 epi:nan +opt_step:56064 lr:0.0003 alpha:0.01207 +2026-02-13 11:50:24 | INFO | PID:5704 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:345.60 total_reward_ma:214.44 loss:-7.752 fps:128.6 +frame:3.10e+05 wall_t:2411 t:19375 epi:nan +opt_step:57939 lr:0.0003 alpha:0.01171 +2026-02-13 11:51:40 | INFO | PID:5704 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:350.20 total_reward_ma:218.68 loss:-7.387 fps:128.6 +frame:3.20e+05 wall_t:2488 t:20000 epi:nan +opt_step:59814 lr:0.0003 alpha:0.01052 +2026-02-13 11:52:57 | INFO | PID:5704 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:349.80 total_reward_ma:222.66 loss:-7.164 fps:128.7 +frame:3.30e+05 wall_t:2564 t:20625 epi:nan +opt_step:61689 lr:0.0003 alpha:0.01102 +2026-02-13 11:54:15 | INFO | PID:5704 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:357.20 total_reward_ma:226.61 loss:-7.304 fps:128.7 +frame:3.40e+05 wall_t:2642 t:21250 epi:nan +opt_step:63564 lr:0.0003 alpha:0.011 +2026-02-13 11:55:33 | INFO | PID:5704 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:355.40 total_reward_ma:230.29 loss:-7.048 fps:128.7 +frame:3.50e+05 wall_t:2720 t:21875 epi:nan +opt_step:65439 lr:0.0003 alpha:0.0119 +2026-02-13 11:56:49 | INFO | PID:5704 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:333.40 total_reward_ma:233.16 loss:-6.805 fps:128.7 +frame:3.60e+05 wall_t:2797 t:22500 epi:nan +opt_step:67314 lr:0.0003 alpha:0.01123 +2026-02-13 11:58:06 | INFO | PID:5704 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:328.00 total_reward_ma:235.72 loss:-6.657 fps:128.8 +frame:3.70e+05 wall_t:2873 t:23125 epi:nan +opt_step:69189 lr:0.0003 alpha:0.01162 +2026-02-13 11:59:22 | INFO | PID:5704 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:333.80 total_reward_ma:238.30 loss:-6.689 fps:128.8 +frame:3.80e+05 wall_t:2950 t:23750 epi:nan +opt_step:71064 lr:0.0003 alpha:0.01031 +2026-02-13 12:00:39 | INFO | PID:5704 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:346.20 total_reward_ma:241.07 loss:-6.521 fps:128.9 +frame:3.90e+05 wall_t:3026 t:24375 epi:nan +opt_step:72939 lr:0.0003 alpha:0.01035 +2026-02-13 12:01:55 | INFO | PID:5704 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:347.20 total_reward_ma:243.72 loss:-6.374 fps:128.9 +frame:4.00e+05 wall_t:3102 t:25000 epi:nan +opt_step:74814 lr:0.0003 alpha:0.01022 +2026-02-13 12:03:12 | INFO | PID:5704 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:354.20 total_reward_ma:246.42 loss:-6.232 fps:129 +frame:4.10e+05 wall_t:3179 t:25625 epi:nan +opt_step:76689 lr:0.0003 alpha:0.01015 +2026-02-13 12:04:28 | INFO | PID:5704 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:369.60 total_reward_ma:249.35 loss:-6.344 fps:129 +frame:4.20e+05 wall_t:3256 t:26250 epi:nan +opt_step:78564 lr:0.0003 alpha:0.01061 +2026-02-13 12:05:45 | INFO | PID:5704 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:384.80 total_reward_ma:252.50 loss:-6.36 fps:129.1 +frame:4.30e+05 wall_t:3332 t:26875 epi:nan +opt_step:80439 lr:0.0003 alpha:0.01016 +2026-02-13 12:07:02 | INFO | PID:5704 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:400.20 total_reward_ma:255.86 loss:-6.124 fps:129.1 +frame:4.40e+05 wall_t:3409 t:27500 epi:nan +opt_step:82314 lr:0.0003 alpha:0.01083 +2026-02-13 12:08:19 | INFO | PID:5704 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:408.60 total_reward_ma:259.25 loss:-5.999 fps:129.1 +frame:4.50e+05 wall_t:3486 t:28125 epi:nan +opt_step:84189 lr:0.0003 alpha:0.01158 +2026-02-13 12:09:36 | INFO | PID:5704 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:422.80 total_reward_ma:262.81 loss:-6.032 fps:129.1 +frame:4.60e+05 wall_t:3563 t:28750 epi:nan +opt_step:86064 lr:0.0003 alpha:0.01216 +2026-02-13 12:10:52 | INFO | PID:5704 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:428.00 total_reward_ma:266.32 loss:-6.176 fps:129.1 +frame:4.70e+05 wall_t:3640 t:29375 epi:nan +opt_step:87939 lr:0.0003 alpha:0.01306 +2026-02-13 12:12:08 | INFO | PID:5704 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:437.60 total_reward_ma:269.89 loss:-6.158 fps:129.2 +frame:4.80e+05 wall_t:3715 t:30000 epi:nan +opt_step:89814 lr:0.0003 alpha:0.01372 +2026-02-13 12:13:25 | INFO | PID:5704 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:444.20 total_reward_ma:273.45 loss:-6.232 fps:129.2 +frame:4.90e+05 wall_t:3792 t:30625 epi:nan +opt_step:91689 lr:0.0003 alpha:0.01342 +2026-02-13 12:14:42 | INFO | PID:5704 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:465.80 total_reward_ma:277.29 loss:-6.032 fps:129.2 +frame:5.00e+05 wall_t:3869 t:31250 epi:nan +opt_step:93564 lr:0.0003 alpha:0.01401 +2026-02-13 12:15:59 | INFO | PID:5704 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:467.20 total_reward_ma:281.02 loss:-6.212 fps:129.2 +frame:5.10e+05 wall_t:3947 t:31875 epi:nan +opt_step:95439 lr:0.0003 alpha:0.0144 +2026-02-13 12:17:16 | INFO | PID:5704 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:446.80 total_reward_ma:284.20 loss:-6.26 fps:129.3 +frame:5.20e+05 wall_t:4023 t:32500 epi:nan +opt_step:97314 lr:0.0003 alpha:0.01585 +2026-02-13 12:18:32 | INFO | PID:5704 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:397.40 total_reward_ma:286.34 loss:-6.645 fps:129.3 +frame:5.30e+05 wall_t:4099 t:33125 epi:nan +opt_step:99189 lr:0.0003 alpha:0.0165 +2026-02-13 12:19:49 | INFO | PID:5704 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:383.20 total_reward_ma:288.13 loss:-6.714 fps:129.3 +frame:5.40e+05 wall_t:4177 t:33750 epi:nan +opt_step:101064 lr:0.0003 alpha:0.01784 +2026-02-13 12:21:07 | INFO | PID:5704 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:361.20 total_reward_ma:289.46 loss:-6.637 fps:129.3 +frame:5.50e+05 wall_t:4254 t:34375 epi:nan +opt_step:102939 lr:0.0003 alpha:0.01797 +2026-02-13 12:22:23 | INFO | PID:5704 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:353.00 total_reward_ma:290.60 loss:-6.85 fps:129.3 +frame:5.60e+05 wall_t:4330 t:35000 epi:nan +opt_step:104814 lr:0.0003 alpha:0.01682 +2026-02-13 12:23:39 | INFO | PID:5704 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:350.20 total_reward_ma:291.64 loss:-7.007 fps:129.4 +frame:5.70e+05 wall_t:4406 t:35625 epi:nan +opt_step:106689 lr:0.0003 alpha:0.01771 +2026-02-13 12:24:55 | INFO | PID:5704 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:352.80 total_reward_ma:292.70 loss:-7.193 fps:129.4 +frame:5.80e+05 wall_t:4482 t:36250 epi:nan +opt_step:108564 lr:0.0003 alpha:0.01857 +2026-02-13 12:26:11 | INFO | PID:5704 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:371.60 total_reward_ma:294.03 loss:-7.186 fps:129.4 +frame:5.90e+05 wall_t:4558 t:36875 epi:nan +opt_step:110439 lr:0.0003 alpha:0.01865 +2026-02-13 12:27:27 | INFO | PID:5704 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:378.40 total_reward_ma:295.44 loss:-7.381 fps:129.5 +frame:6.00e+05 wall_t:4634 t:37500 epi:nan +opt_step:112314 lr:0.0003 alpha:0.01886 +2026-02-13 12:28:43 | INFO | PID:5704 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:384.20 total_reward_ma:296.90 loss:-7.789 fps:129.5 +frame:6.10e+05 wall_t:4711 t:38125 epi:nan +opt_step:114189 lr:0.0003 alpha:0.01829 +2026-02-13 12:30:00 | INFO | PID:5704 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:389.80 total_reward_ma:298.39 loss:-7.75 fps:129.5 +frame:6.20e+05 wall_t:4787 t:38750 epi:nan +opt_step:116064 lr:0.0003 alpha:0.01807 +2026-02-13 12:31:16 | INFO | PID:5704 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:387.60 total_reward_ma:299.81 loss:-7.928 fps:129.5 +frame:6.30e+05 wall_t:4863 t:39375 epi:nan +opt_step:117939 lr:0.0003 alpha:0.01844 +2026-02-13 12:32:32 | INFO | PID:5704 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:406.80 total_reward_ma:301.48 loss:-8.058 fps:129.6 +frame:6.40e+05 wall_t:4940 t:40000 epi:nan +opt_step:119814 lr:0.0003 alpha:0.01901 +2026-02-13 12:33:48 | INFO | PID:5704 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:422.00 total_reward_ma:303.34 loss:-7.984 fps:129.6 +frame:6.50e+05 wall_t:5015 t:40625 epi:nan +opt_step:121689 lr:0.0003 alpha:0.01929 +2026-02-13 12:35:04 | INFO | PID:5704 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:439.00 total_reward_ma:305.39 loss:-7.975 fps:129.6 +frame:6.60e+05 wall_t:5092 t:41250 epi:nan +opt_step:123564 lr:0.0003 alpha:0.01954 +2026-02-13 12:36:20 | INFO | PID:5704 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:473.40 total_reward_ma:307.90 loss:-8.341 fps:129.6 +frame:6.70e+05 wall_t:5168 t:41875 epi:nan +opt_step:125439 lr:0.0003 alpha:0.02006 +2026-02-13 12:37:37 | INFO | PID:5704 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:522.20 total_reward_ma:311.05 loss:-8.303 fps:129.6 +frame:6.80e+05 wall_t:5245 t:42500 epi:nan +opt_step:127314 lr:0.0003 alpha:0.02035 +2026-02-13 12:38:54 | INFO | PID:5704 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:536.40 total_reward_ma:314.32 loss:-8.379 fps:129.7 +frame:6.90e+05 wall_t:5321 t:43125 epi:nan +opt_step:129189 lr:0.0003 alpha:0.02053 +2026-02-13 12:40:11 | INFO | PID:5704 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:564.40 total_reward_ma:317.89 loss:-8.471 fps:129.7 +frame:7.00e+05 wall_t:5399 t:43750 epi:nan +opt_step:131064 lr:0.0003 alpha:0.0212 +2026-02-13 12:41:28 | INFO | PID:5704 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:592.40 total_reward_ma:321.76 loss:-8.587 fps:129.7 +frame:7.10e+05 wall_t:5475 t:44375 epi:nan +opt_step:132939 lr:0.0003 alpha:0.02203 +2026-02-13 12:42:45 | INFO | PID:5704 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:638.00 total_reward_ma:326.15 loss:-8.644 fps:129.7 +frame:7.20e+05 wall_t:5553 t:45000 epi:nan +opt_step:134814 lr:0.0003 alpha:0.02254 +2026-02-13 12:44:02 | INFO | PID:5704 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:652.00 total_reward_ma:330.61 loss:-8.776 fps:129.7 +frame:7.30e+05 wall_t:5629 t:45625 epi:nan +opt_step:136689 lr:0.0003 alpha:0.02266 +2026-02-13 12:45:20 | INFO | PID:5704 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:686.80 total_reward_ma:335.42 loss:-8.848 fps:129.7 +frame:7.40e+05 wall_t:5707 t:46250 epi:nan +opt_step:138564 lr:0.0003 alpha:0.02325 +2026-02-13 12:46:36 | INFO | PID:5704 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:701.00 total_reward_ma:340.30 loss:-8.744 fps:129.7 +frame:7.50e+05 wall_t:5783 t:46875 epi:nan +opt_step:140439 lr:0.0003 alpha:0.02273 +2026-02-13 12:47:53 | INFO | PID:5704 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:708.80 total_reward_ma:345.15 loss:-8.668 fps:129.7 +frame:7.60e+05 wall_t:5860 t:47500 epi:nan +opt_step:142314 lr:0.0003 alpha:0.0233 +2026-02-13 12:49:10 | INFO | PID:5704 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:744.00 total_reward_ma:350.33 loss:-9.071 fps:129.7 +frame:7.70e+05 wall_t:5938 t:48125 epi:nan +opt_step:144189 lr:0.0003 alpha:0.0242 +2026-02-13 12:50:27 | INFO | PID:5704 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:755.40 total_reward_ma:355.52 loss:-9.353 fps:129.7 +frame:7.80e+05 wall_t:6014 t:48750 epi:nan +opt_step:146064 lr:0.0003 alpha:0.0247 +2026-02-13 12:51:43 | INFO | PID:5704 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:766.40 total_reward_ma:360.72 loss:-9.304 fps:129.7 +frame:7.90e+05 wall_t:6091 t:49375 epi:nan +opt_step:147939 lr:0.0003 alpha:0.025 +2026-02-13 12:53:01 | INFO | PID:5704 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:799.20 total_reward_ma:366.20 loss:-9.211 fps:129.7 +frame:8.00e+05 wall_t:6168 t:50000 epi:nan +opt_step:149814 lr:0.0003 alpha:0.02572 +2026-02-13 12:54:17 | INFO | PID:5704 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:818.20 total_reward_ma:371.78 loss:-9.425 fps:129.7 +frame:8.10e+05 wall_t:6244 t:50625 epi:nan +opt_step:151689 lr:0.0003 alpha:0.02609 +2026-02-13 12:55:33 | INFO | PID:5704 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:857.40 total_reward_ma:377.71 loss:-9.659 fps:129.7 +frame:8.20e+05 wall_t:6320 t:51250 epi:nan +opt_step:153564 lr:0.0003 alpha:0.02628 +2026-02-13 12:56:50 | INFO | PID:5704 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:893.20 total_reward_ma:383.92 loss:-9.623 fps:129.7 +frame:8.30e+05 wall_t:6397 t:51875 epi:nan +opt_step:155439 lr:0.0003 alpha:0.027 +2026-02-13 12:58:06 | INFO | PID:5704 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:893.00 total_reward_ma:389.98 loss:-9.754 fps:129.8 +frame:8.40e+05 wall_t:6473 t:52500 epi:nan +opt_step:157314 lr:0.0003 alpha:0.02663 +2026-02-13 12:59:25 | INFO | PID:5704 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:901.20 total_reward_ma:395.99 loss:-9.838 fps:129.7 +frame:8.50e+05 wall_t:6552 t:53125 epi:nan +opt_step:159189 lr:0.0003 alpha:0.02726 +2026-02-13 13:00:43 | INFO | PID:5704 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:922.80 total_reward_ma:402.12 loss:-10.24 fps:129.7 +frame:8.60e+05 wall_t:6631 t:53750 epi:nan +opt_step:161064 lr:0.0003 alpha:0.02737 +2026-02-13 13:02:02 | INFO | PID:5704 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:943.20 total_reward_ma:408.34 loss:-10.19 fps:129.7 +frame:8.70e+05 wall_t:6710 t:54375 epi:nan +opt_step:162939 lr:0.0003 alpha:0.0276 +2026-02-13 13:03:22 | INFO | PID:5704 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:955.20 total_reward_ma:414.55 loss:-10.3 fps:129.6 +frame:8.80e+05 wall_t:6790 t:55000 epi:nan +opt_step:164814 lr:0.0003 alpha:0.02799 +2026-02-13 13:04:42 | INFO | PID:5704 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:955.00 total_reward_ma:420.62 loss:-10.13 fps:129.6 +frame:8.90e+05 wall_t:6869 t:55625 epi:nan +opt_step:166689 lr:0.0003 alpha:0.02854 +2026-02-13 13:06:00 | INFO | PID:5704 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:978.60 total_reward_ma:426.82 loss:-10.67 fps:129.6 +frame:9.00e+05 wall_t:6947 t:56250 epi:nan +opt_step:168564 lr:0.0003 alpha:0.02839 +2026-02-13 13:07:19 | INFO | PID:5704 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:1000.00 total_reward_ma:433.12 loss:-10.71 fps:129.5 +frame:9.10e+05 wall_t:7027 t:56875 epi:nan +opt_step:170439 lr:0.0003 alpha:0.02847 +2026-02-13 13:08:39 | INFO | PID:5704 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:1019.00 total_reward_ma:439.49 loss:-10.89 fps:129.5 +frame:9.20e+05 wall_t:7106 t:57500 epi:nan +opt_step:172314 lr:0.0003 alpha:0.02876 +2026-02-13 13:09:57 | INFO | PID:5704 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:1042.60 total_reward_ma:445.97 loss:-10.77 fps:129.4 +frame:9.30e+05 wall_t:7185 t:58125 epi:nan +opt_step:174189 lr:0.0003 alpha:0.02965 +2026-02-13 13:11:16 | INFO | PID:5704 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:1063.80 total_reward_ma:452.55 loss:-10.9 fps:129.4 +frame:9.40e+05 wall_t:7263 t:58750 epi:nan +opt_step:176064 lr:0.0003 alpha:0.0294 +2026-02-13 13:12:34 | INFO | PID:5704 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:1085.20 total_reward_ma:459.21 loss:-11.04 fps:129.4 +frame:9.50e+05 wall_t:7342 t:59375 epi:nan +opt_step:177939 lr:0.0003 alpha:0.02936 +2026-02-13 13:13:53 | INFO | PID:5704 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:1119.80 total_reward_ma:466.09 loss:-11.07 fps:129.4 +frame:9.60e+05 wall_t:7420 t:60000 epi:nan +opt_step:179814 lr:0.0003 alpha:0.02915 +2026-02-13 13:15:11 | INFO | PID:5704 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:1154.80 total_reward_ma:473.19 loss:-10.99 fps:129.4 +frame:9.70e+05 wall_t:7499 t:60625 epi:nan +opt_step:181689 lr:0.0003 alpha:0.02962 +2026-02-13 13:16:30 | INFO | PID:5704 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:1158.60 total_reward_ma:480.18 loss:-11.26 fps:129.3 +frame:9.80e+05 wall_t:7578 t:61250 epi:nan +opt_step:183564 lr:0.0003 alpha:0.02962 +2026-02-13 13:17:50 | INFO | PID:5704 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:1163.60 total_reward_ma:487.09 loss:-11.37 fps:129.3 +frame:9.90e+05 wall_t:7657 t:61875 epi:nan +opt_step:185439 lr:0.0003 alpha:0.02962 +2026-02-13 13:19:09 | INFO | PID:5704 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:1171.20 total_reward_ma:493.93 loss:-11.45 fps:129.3 +frame:1.00e+06 wall_t:7736 t:62500 epi:nan +opt_step:187314 lr:0.0003 alpha:0.02985 +2026-02-13 13:20:28 | INFO | PID:5704 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:1186.00 total_reward_ma:504.97 loss:-11.34 fps:129.2 +frame:1.01e+06 wall_t:7815 t:63125 epi:nan +opt_step:189189 lr:0.0003 alpha:0.02995 +2026-02-13 13:21:49 | INFO | PID:5704 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:1207.80 total_reward_ma:515.96 loss:-11.62 fps:129.2 +frame:1.02e+06 wall_t:7896 t:63750 epi:nan +opt_step:191064 lr:0.0003 alpha:0.02991 +2026-02-13 13:23:08 | INFO | PID:5704 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:1224.80 total_reward_ma:527.13 loss:-12.16 fps:129.1 +frame:1.03e+06 wall_t:7976 t:64375 epi:nan +opt_step:192939 lr:0.0003 alpha:0.03016 +2026-02-13 13:24:28 | INFO | PID:5704 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:1241.60 total_reward_ma:538.49 loss:-12.37 fps:129.1 +frame:1.04e+06 wall_t:8055 t:65000 epi:nan +opt_step:194814 lr:0.0003 alpha:0.03044 +2026-02-13 13:25:48 | INFO | PID:5704 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:1260.40 total_reward_ma:549.95 loss:-11.92 fps:129.1 +frame:1.05e+06 wall_t:8135 t:65625 epi:nan +opt_step:196689 lr:0.0003 alpha:0.03058 +2026-02-13 13:27:08 | INFO | PID:5704 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:1291.00 total_reward_ma:561.62 loss:-12.03 fps:129 +frame:1.06e+06 wall_t:8215 t:66250 epi:nan +opt_step:198564 lr:0.0003 alpha:0.03064 +2026-02-13 13:28:29 | INFO | PID:5704 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:1305.80 total_reward_ma:573.41 loss:-12.22 fps:129 +frame:1.07e+06 wall_t:8296 t:66875 epi:nan +opt_step:200439 lr:0.0003 alpha:0.03051 +2026-02-13 13:29:49 | INFO | PID:5704 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:1317.60 total_reward_ma:585.15 loss:-12.39 fps:128.9 +frame:1.08e+06 wall_t:8376 t:67500 epi:nan +opt_step:202314 lr:0.0003 alpha:0.03126 +2026-02-13 13:31:09 | INFO | PID:5704 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:1350.40 total_reward_ma:597.08 loss:-12.55 fps:128.9 +frame:1.09e+06 wall_t:8456 t:68125 epi:nan +opt_step:204189 lr:0.0003 alpha:0.03103 +2026-02-13 13:32:28 | INFO | PID:5704 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:1358.60 total_reward_ma:609.02 loss:-12.53 fps:128.9 +frame:1.10e+06 wall_t:8535 t:68750 epi:nan +opt_step:206064 lr:0.0003 alpha:0.03133 +2026-02-13 13:33:47 | INFO | PID:5704 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:1389.00 total_reward_ma:621.05 loss:-12.63 fps:128.8 +frame:1.11e+06 wall_t:8615 t:69375 epi:nan +opt_step:207939 lr:0.0003 alpha:0.03145 +2026-02-13 13:35:08 | INFO | PID:5704 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:1412.80 total_reward_ma:633.23 loss:-12.37 fps:128.8 +frame:1.12e+06 wall_t:8695 t:70000 epi:nan +opt_step:209814 lr:0.0003 alpha:0.03148 +2026-02-13 13:36:28 | INFO | PID:5704 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:1420.40 total_reward_ma:645.37 loss:-12.77 fps:128.8 +frame:1.13e+06 wall_t:8775 t:70625 epi:nan +opt_step:211689 lr:0.0003 alpha:0.03097 +2026-02-13 13:37:49 | INFO | PID:5704 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:1450.00 total_reward_ma:657.76 loss:-12.83 fps:128.7 +frame:1.14e+06 wall_t:8856 t:71250 epi:nan +opt_step:213564 lr:0.0003 alpha:0.0315 +2026-02-13 13:39:10 | INFO | PID:5704 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:1472.00 total_reward_ma:670.36 loss:-12.7 fps:128.7 +frame:1.15e+06 wall_t:8937 t:71875 epi:nan +opt_step:215439 lr:0.0003 alpha:0.03179 +2026-02-13 13:40:30 | INFO | PID:5704 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:1480.00 total_reward_ma:683.01 loss:-12.85 fps:128.6 +frame:1.16e+06 wall_t:9017 t:72500 epi:nan +opt_step:217314 lr:0.0003 alpha:0.03137 +2026-02-13 13:41:51 | INFO | PID:5704 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:1512.20 total_reward_ma:695.89 loss:-12.93 fps:128.6 +frame:1.17e+06 wall_t:9098 t:73125 epi:nan +opt_step:219189 lr:0.0003 alpha:0.03127 +2026-02-13 13:43:11 | INFO | PID:5704 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:1531.00 total_reward_ma:708.90 loss:-13.16 fps:128.6 +frame:1.18e+06 wall_t:9178 t:73750 epi:nan +opt_step:221064 lr:0.0003 alpha:0.03189 +2026-02-13 13:44:33 | INFO | PID:5704 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:1570.60 total_reward_ma:722.30 loss:-13.24 fps:128.5 +frame:1.19e+06 wall_t:9260 t:74375 epi:nan +opt_step:222939 lr:0.0003 alpha:0.03195 +2026-02-13 13:45:55 | INFO | PID:5704 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:1590.60 total_reward_ma:735.91 loss:-13.32 fps:128.5 +frame:1.20e+06 wall_t:9342 t:75000 epi:nan +opt_step:224814 lr:0.0003 alpha:0.03203 +2026-02-13 13:47:17 | INFO | PID:5704 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:1589.00 total_reward_ma:749.44 loss:-13.33 fps:128.4 +frame:1.21e+06 wall_t:9424 t:75625 epi:nan +opt_step:226689 lr:0.0003 alpha:0.0316 +2026-02-13 13:48:39 | INFO | PID:5704 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:1634.40 total_reward_ma:763.37 loss:-13.42 fps:128.3 +frame:1.22e+06 wall_t:9506 t:76250 epi:nan +opt_step:228564 lr:0.0003 alpha:0.03214 +2026-02-13 13:50:01 | INFO | PID:5704 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:1659.80 total_reward_ma:777.42 loss:-13.58 fps:128.3 +frame:1.23e+06 wall_t:9588 t:76875 epi:nan +opt_step:230439 lr:0.0003 alpha:0.03251 +2026-02-13 13:51:22 | INFO | PID:5704 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:1672.40 total_reward_ma:791.48 loss:-13.64 fps:128.2 +frame:1.24e+06 wall_t:9670 t:77500 epi:nan +opt_step:232314 lr:0.0003 alpha:0.03253 +2026-02-13 13:52:44 | INFO | PID:5704 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:1675.60 total_reward_ma:805.27 loss:-13.57 fps:128.2 +frame:1.25e+06 wall_t:9752 t:78125 epi:nan +opt_step:234189 lr:0.0003 alpha:0.03212 +2026-02-13 13:54:06 | INFO | PID:5704 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:1679.20 total_reward_ma:818.99 loss:-13.53 fps:128.1 +frame:1.26e+06 wall_t:9833 t:78750 epi:nan +opt_step:236064 lr:0.0003 alpha:0.03214 +2026-02-13 13:55:28 | INFO | PID:5704 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:1693.80 total_reward_ma:832.75 loss:-13.54 fps:128.1 +frame:1.27e+06 wall_t:9915 t:79375 epi:nan +opt_step:237939 lr:0.0003 alpha:0.03225 +2026-02-13 13:56:51 | INFO | PID:5704 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:1718.80 total_reward_ma:846.62 loss:-13.72 fps:128 +frame:1.28e+06 wall_t:9998 t:80000 epi:nan +opt_step:239814 lr:0.0003 alpha:0.03185 +2026-02-13 13:58:13 | INFO | PID:5704 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:1741.20 total_reward_ma:860.67 loss:-13.61 fps:128 +frame:1.29e+06 wall_t:10081 t:80625 epi:nan +opt_step:241689 lr:0.0003 alpha:0.03216 +2026-02-13 13:59:35 | INFO | PID:5704 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:1749.20 total_reward_ma:874.77 loss:-14.01 fps:127.9 +frame:1.30e+06 wall_t:10162 t:81250 epi:nan +opt_step:243564 lr:0.0003 alpha:0.0321 +2026-02-13 14:00:57 | INFO | PID:5704 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:1774.00 total_reward_ma:889.05 loss:-13.76 fps:127.9 +frame:1.31e+06 wall_t:10244 t:81875 epi:nan +opt_step:245439 lr:0.0003 alpha:0.03173 +2026-02-13 14:02:19 | INFO | PID:5704 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:1808.80 total_reward_ma:903.64 loss:-13.66 fps:127.8 +frame:1.32e+06 wall_t:10326 t:82500 epi:nan +opt_step:247314 lr:0.0003 alpha:0.03186 +2026-02-13 14:03:41 | INFO | PID:5704 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:1798.20 total_reward_ma:918.12 loss:-13.85 fps:127.8 +frame:1.33e+06 wall_t:10408 t:83125 epi:nan +opt_step:249189 lr:0.0003 alpha:0.03172 +2026-02-13 14:05:03 | INFO | PID:5704 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:1794.20 total_reward_ma:932.49 loss:-14.05 fps:127.7 +frame:1.34e+06 wall_t:10490 t:83750 epi:nan +opt_step:251064 lr:0.0003 alpha:0.03206 +2026-02-13 14:06:25 | INFO | PID:5704 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:1805.20 total_reward_ma:946.99 loss:-13.73 fps:127.7 +frame:1.35e+06 wall_t:10572 t:84375 epi:nan +opt_step:252939 lr:0.0003 alpha:0.03282 +2026-02-13 14:07:47 | INFO | PID:5704 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:1819.00 total_reward_ma:961.84 loss:-14.28 fps:127.7 +frame:1.36e+06 wall_t:10654 t:85000 epi:nan +opt_step:254814 lr:0.0003 alpha:0.03219 +2026-02-13 14:09:09 | INFO | PID:5704 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:1829.80 total_reward_ma:976.86 loss:-13.97 fps:127.6 +frame:1.37e+06 wall_t:10736 t:85625 epi:nan +opt_step:256689 lr:0.0003 alpha:0.03296 +2026-02-13 14:10:31 | INFO | PID:5704 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:1835.60 total_reward_ma:991.88 loss:-13.99 fps:127.6 +frame:1.38e+06 wall_t:10818 t:86250 epi:nan +opt_step:258564 lr:0.0003 alpha:0.03284 +2026-02-13 14:11:53 | INFO | PID:5704 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:1818.00 total_reward_ma:1006.60 loss:-14.14 fps:127.5 +frame:1.39e+06 wall_t:10900 t:86875 epi:nan +opt_step:260439 lr:0.0003 alpha:0.03261 +2026-02-13 14:13:15 | INFO | PID:5704 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:1817.40 total_reward_ma:1021.30 loss:-14.01 fps:127.5 +frame:1.40e+06 wall_t:10983 t:87500 epi:nan +opt_step:262314 lr:0.0003 alpha:0.03338 +2026-02-13 14:14:38 | INFO | PID:5704 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:1849.80 total_reward_ma:1036.26 loss:-13.93 fps:127.4 +frame:1.41e+06 wall_t:11065 t:88125 epi:nan +opt_step:264189 lr:0.0003 alpha:0.03281 +2026-02-13 14:15:59 | INFO | PID:5704 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:1845.60 total_reward_ma:1051.02 loss:-14.34 fps:127.4 +frame:1.42e+06 wall_t:11147 t:88750 epi:nan +opt_step:266064 lr:0.0003 alpha:0.03356 +2026-02-13 14:17:21 | INFO | PID:5704 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:1846.40 total_reward_ma:1065.63 loss:-14.57 fps:127.4 +frame:1.43e+06 wall_t:11228 t:89375 epi:nan +opt_step:267939 lr:0.0003 alpha:0.03343 +2026-02-13 14:18:44 | INFO | PID:5704 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:1841.60 total_reward_ma:1080.05 loss:-14.71 fps:127.3 +frame:1.44e+06 wall_t:11311 t:90000 epi:nan +opt_step:269814 lr:0.0003 alpha:0.03433 +2026-02-13 14:20:05 | INFO | PID:5704 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:1883.00 total_reward_ma:1094.79 loss:-14.43 fps:127.3 +frame:1.45e+06 wall_t:11392 t:90625 epi:nan +opt_step:271689 lr:0.0003 alpha:0.03421 +2026-02-13 14:21:27 | INFO | PID:5704 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:1886.40 total_reward_ma:1109.43 loss:-14.43 fps:127.2 +frame:1.46e+06 wall_t:11474 t:91250 epi:nan +opt_step:273564 lr:0.0003 alpha:0.03414 +2026-02-13 14:22:49 | INFO | PID:5704 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:1859.80 total_reward_ma:1123.74 loss:-14.78 fps:127.2 +frame:1.47e+06 wall_t:11556 t:91875 epi:nan +opt_step:275439 lr:0.0003 alpha:0.03589 +2026-02-13 14:24:11 | INFO | PID:5704 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:1797.40 total_reward_ma:1137.34 loss:-14.96 fps:127.2 +frame:1.48e+06 wall_t:11638 t:92500 epi:nan +opt_step:277314 lr:0.0003 alpha:0.03829 +2026-02-13 14:25:33 | INFO | PID:5704 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:1635.40 total_reward_ma:1149.25 loss:-14.98 fps:127.1 +frame:1.49e+06 wall_t:11720 t:93125 epi:nan +opt_step:279189 lr:0.0003 alpha:0.03967 +2026-02-13 14:26:55 | INFO | PID:5704 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:1529.00 total_reward_ma:1159.89 loss:-15.21 fps:127.1 +frame:1.50e+06 wall_t:11802 t:93750 epi:nan +opt_step:281064 lr:0.0003 alpha:0.03717 +2026-02-13 14:28:17 | INFO | PID:5704 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:1463.40 total_reward_ma:1169.85 loss:-15.15 fps:127.1 +frame:1.51e+06 wall_t:11884 t:94375 epi:nan +opt_step:282939 lr:0.0003 alpha:0.03648 +2026-02-13 14:29:39 | INFO | PID:5704 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:1397.20 total_reward_ma:1179.35 loss:-15.1 fps:127 +frame:1.52e+06 wall_t:11966 t:95000 epi:nan +opt_step:284814 lr:0.0003 alpha:0.03576 +2026-02-13 14:31:00 | INFO | PID:5704 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:1343.00 total_reward_ma:1188.81 loss:-14.84 fps:127 +frame:1.53e+06 wall_t:12048 t:95625 epi:nan +opt_step:286689 lr:0.0003 alpha:0.03426 +2026-02-13 14:32:22 | INFO | PID:5704 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:1317.00 total_reward_ma:1198.15 loss:-15.01 fps:127 +frame:1.54e+06 wall_t:12130 t:96250 epi:nan +opt_step:288564 lr:0.0003 alpha:0.03304 +2026-02-13 14:33:45 | INFO | PID:5704 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:1283.60 total_reward_ma:1207.37 loss:-14.31 fps:126.9 +frame:1.55e+06 wall_t:12212 t:96875 epi:nan +opt_step:290439 lr:0.0003 alpha:0.03218 +2026-02-13 14:35:07 | INFO | PID:5704 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:1287.40 total_reward_ma:1216.71 loss:-14.74 fps:126.9 +frame:1.56e+06 wall_t:12295 t:97500 epi:nan +opt_step:292314 lr:0.0003 alpha:0.03177 +2026-02-13 14:36:30 | INFO | PID:5704 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:1298.80 total_reward_ma:1226.20 loss:-14.77 fps:126.8 +frame:1.57e+06 wall_t:12377 t:98125 epi:nan +opt_step:294189 lr:0.0003 alpha:0.03114 +2026-02-13 14:37:52 | INFO | PID:5704 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:1295.60 total_reward_ma:1235.63 loss:-14.84 fps:126.8 +frame:1.58e+06 wall_t:12460 t:98750 epi:nan +opt_step:296064 lr:0.0003 alpha:0.03221 +2026-02-13 14:39:15 | INFO | PID:5704 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:1324.60 total_reward_ma:1245.16 loss:-14.52 fps:126.8 +frame:1.59e+06 wall_t:12542 t:99375 epi:nan +opt_step:297939 lr:0.0003 alpha:0.03226 +2026-02-13 14:40:37 | INFO | PID:5704 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:1342.00 total_reward_ma:1254.79 loss:-14.98 fps:126.7 +frame:1.60e+06 wall_t:12625 t:100000 epi:nan +opt_step:299814 lr:0.0003 alpha:0.0322 +2026-02-13 14:42:00 | INFO | PID:5704 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:1386.40 total_reward_ma:1264.82 loss:-14.68 fps:126.7 +frame:1.61e+06 wall_t:12708 t:100625 epi:nan +opt_step:301689 lr:0.0003 alpha:0.03163 +2026-02-13 14:43:22 | INFO | PID:5704 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:1401.60 total_reward_ma:1274.93 loss:-14.88 fps:126.7 +frame:1.62e+06 wall_t:12789 t:101250 epi:nan +opt_step:303564 lr:0.0003 alpha:0.03082 +2026-02-13 14:44:44 | INFO | PID:5704 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:1382.20 total_reward_ma:1284.88 loss:-14.87 fps:126.6 +frame:1.63e+06 wall_t:12871 t:101875 epi:nan +opt_step:305439 lr:0.0003 alpha:0.03111 +2026-02-13 14:46:05 | INFO | PID:5704 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:1418.60 total_reward_ma:1295.00 loss:-14.53 fps:126.6 +frame:1.64e+06 wall_t:12952 t:102500 epi:nan +opt_step:307314 lr:0.0003 alpha:0.02995 +2026-02-13 14:47:27 | INFO | PID:5704 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:1419.60 total_reward_ma:1304.97 loss:-14.65 fps:126.6 +frame:1.65e+06 wall_t:13034 t:103125 epi:nan +opt_step:309189 lr:0.0003 alpha:0.03103 +2026-02-13 14:48:48 | INFO | PID:5704 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:1475.40 total_reward_ma:1315.34 loss:-14.89 fps:126.6 +frame:1.66e+06 wall_t:13115 t:103750 epi:nan +opt_step:311064 lr:0.0003 alpha:0.03036 +2026-02-13 14:50:09 | INFO | PID:5704 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:1560.20 total_reward_ma:1326.21 loss:-14.72 fps:126.5 +frame:1.67e+06 wall_t:13197 t:104375 epi:nan +opt_step:312939 lr:0.0003 alpha:0.03078 +2026-02-13 14:51:31 | INFO | PID:5704 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:1620.00 total_reward_ma:1337.18 loss:-14.68 fps:126.5 +frame:1.68e+06 wall_t:13278 t:105000 epi:nan +opt_step:314814 lr:0.0003 alpha:0.03121 +2026-02-13 14:52:53 | INFO | PID:5704 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:1712.00 total_reward_ma:1348.94 loss:-14.82 fps:126.5 +frame:1.69e+06 wall_t:13361 t:105625 epi:nan +opt_step:316689 lr:0.0003 alpha:0.03179 +2026-02-13 14:54:15 | INFO | PID:5704 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:1813.40 total_reward_ma:1361.43 loss:-14.89 fps:126.5 +frame:1.70e+06 wall_t:13442 t:106250 epi:nan +opt_step:318564 lr:0.0003 alpha:0.03283 +2026-02-13 14:55:37 | INFO | PID:5704 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:1848.40 total_reward_ma:1373.99 loss:-15.04 fps:126.4 +frame:1.71e+06 wall_t:13524 t:106875 epi:nan +opt_step:320439 lr:0.0003 alpha:0.03311 +2026-02-13 14:56:58 | INFO | PID:5704 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:1933.60 total_reward_ma:1386.95 loss:-14.84 fps:126.4 +frame:1.72e+06 wall_t:13606 t:107500 epi:nan +opt_step:322314 lr:0.0003 alpha:0.03369 +2026-02-13 14:58:20 | INFO | PID:5704 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:1984.60 total_reward_ma:1400.27 loss:-15.03 fps:126.4 +frame:1.73e+06 wall_t:13687 t:108125 epi:nan +opt_step:324189 lr:0.0003 alpha:0.03378 +2026-02-13 14:59:42 | INFO | PID:5704 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:1999.60 total_reward_ma:1413.40 loss:-14.75 fps:126.4 +frame:1.74e+06 wall_t:13769 t:108750 epi:nan +opt_step:326064 lr:0.0003 alpha:0.03379 +2026-02-13 15:01:03 | INFO | PID:5704 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:2060.00 total_reward_ma:1426.99 loss:-14.9 fps:126.3 +frame:1.75e+06 wall_t:13851 t:109375 epi:nan +opt_step:327939 lr:0.0003 alpha:0.03491 +2026-02-13 15:02:24 | INFO | PID:5704 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:2112.40 total_reward_ma:1441.03 loss:-15.58 fps:126.3 +frame:1.76e+06 wall_t:13932 t:110000 epi:nan +opt_step:329814 lr:0.0003 alpha:0.03453 +2026-02-13 15:03:46 | INFO | PID:5704 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:2125.60 total_reward_ma:1454.84 loss:-15.02 fps:126.3 +frame:1.77e+06 wall_t:14013 t:110625 epi:nan +opt_step:331689 lr:0.0003 alpha:0.03486 +2026-02-13 15:05:09 | INFO | PID:5704 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:2118.80 total_reward_ma:1468.48 loss:-15.45 fps:126.3 +frame:1.78e+06 wall_t:14096 t:111250 epi:nan +opt_step:333564 lr:0.0003 alpha:0.03526 +2026-02-13 15:06:31 | INFO | PID:5704 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:2137.80 total_reward_ma:1482.19 loss:-15.3 fps:126.3 +frame:1.79e+06 wall_t:14178 t:111875 epi:nan +opt_step:335439 lr:0.0003 alpha:0.03512 +2026-02-13 15:07:52 | INFO | PID:5704 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:2126.20 total_reward_ma:1495.46 loss:-15.16 fps:126.2 +frame:1.80e+06 wall_t:14259 t:112500 epi:nan +opt_step:337314 lr:0.0003 alpha:0.03535 +2026-02-13 15:09:14 | INFO | PID:5704 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:2106.80 total_reward_ma:1508.35 loss:-15.48 fps:126.2 +frame:1.81e+06 wall_t:14341 t:113125 epi:nan +opt_step:339189 lr:0.0003 alpha:0.03537 +2026-02-13 15:10:35 | INFO | PID:5704 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:2106.00 total_reward_ma:1520.83 loss:-15.6 fps:126.2 +frame:1.82e+06 wall_t:14422 t:113750 epi:nan +opt_step:341064 lr:0.0003 alpha:0.03619 +2026-02-13 15:11:57 | INFO | PID:5704 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:2140.80 total_reward_ma:1533.31 loss:-15.41 fps:126.2 +frame:1.83e+06 wall_t:14504 t:114375 epi:nan +opt_step:342939 lr:0.0003 alpha:0.03616 +2026-02-13 15:13:19 | INFO | PID:5704 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:2124.60 total_reward_ma:1545.62 loss:-15.17 fps:126.1 +frame:1.84e+06 wall_t:14586 t:115000 epi:nan +opt_step:344814 lr:0.0003 alpha:0.03611 +2026-02-13 15:14:40 | INFO | PID:5704 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:2134.40 total_reward_ma:1557.96 loss:-16.04 fps:126.1 +frame:1.85e+06 wall_t:14668 t:115625 epi:nan +opt_step:346689 lr:0.0003 alpha:0.03674 +2026-02-13 15:16:02 | INFO | PID:5704 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:2127.60 total_reward_ma:1570.00 loss:-16.01 fps:126.1 +frame:1.86e+06 wall_t:14749 t:116250 epi:nan +opt_step:348564 lr:0.0003 alpha:0.03674 +2026-02-13 15:17:24 | INFO | PID:5704 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:2148.60 total_reward_ma:1582.06 loss:-15.71 fps:126.1 +frame:1.87e+06 wall_t:14831 t:116875 epi:nan +opt_step:350439 lr:0.0003 alpha:0.03688 +2026-02-13 15:18:45 | INFO | PID:5704 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:2143.60 total_reward_ma:1593.94 loss:-16.24 fps:126.1 +frame:1.88e+06 wall_t:14913 t:117500 epi:nan +opt_step:352314 lr:0.0003 alpha:0.03715 +2026-02-13 15:20:08 | INFO | PID:5704 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:2143.60 total_reward_ma:1605.83 loss:-16.12 fps:126 +frame:1.89e+06 wall_t:14995 t:118125 epi:nan +opt_step:354189 lr:0.0003 alpha:0.03652 +2026-02-13 15:21:30 | INFO | PID:5704 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:2148.80 total_reward_ma:1617.53 loss:-15.87 fps:126 +frame:1.90e+06 wall_t:15077 t:118750 epi:nan +opt_step:356064 lr:0.0003 alpha:0.03652 +2026-02-13 15:22:52 | INFO | PID:5704 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:2189.00 total_reward_ma:1629.42 loss:-16.41 fps:126 +frame:1.91e+06 wall_t:15160 t:119375 epi:nan +opt_step:357939 lr:0.0003 alpha:0.03643 +2026-02-13 15:24:15 | INFO | PID:5704 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:2220.00 total_reward_ma:1641.43 loss:-16.52 fps:126 +frame:1.92e+06 wall_t:15242 t:120000 epi:nan +opt_step:359814 lr:0.0003 alpha:0.0361 +2026-02-13 15:25:36 | INFO | PID:5704 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:2209.80 total_reward_ma:1653.10 loss:-15.86 fps:126 +frame:1.93e+06 wall_t:15323 t:120625 epi:nan +opt_step:361689 lr:0.0003 alpha:0.03651 +2026-02-13 15:26:58 | INFO | PID:5704 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:2210.60 total_reward_ma:1664.57 loss:-15.86 fps:125.9 +frame:1.94e+06 wall_t:15406 t:121250 epi:nan +opt_step:363564 lr:0.0003 alpha:0.03578 +2026-02-13 15:28:20 | INFO | PID:5704 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:2211.80 total_reward_ma:1675.84 loss:-16.24 fps:125.9 +frame:1.95e+06 wall_t:15487 t:121875 epi:nan +opt_step:365439 lr:0.0003 alpha:0.03548 +2026-02-13 15:29:40 | INFO | PID:5704 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:2218.40 total_reward_ma:1686.82 loss:-16.45 fps:125.9 +frame:1.96e+06 wall_t:15567 t:122500 epi:nan +opt_step:367314 lr:0.0003 alpha:0.03616 +2026-02-13 15:31:00 | INFO | PID:5704 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:2254.00 total_reward_ma:1697.81 loss:-16.22 fps:125.9 +frame:1.97e+06 wall_t:15647 t:123125 epi:nan +opt_step:369189 lr:0.0003 alpha:0.03631 +2026-02-13 15:32:20 | INFO | PID:5704 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:2303.60 total_reward_ma:1709.26 loss:-16.56 fps:125.9 +frame:1.98e+06 wall_t:15727 t:123750 epi:nan +opt_step:371064 lr:0.0003 alpha:0.03546 +2026-02-13 15:33:40 | INFO | PID:5704 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:2340.00 total_reward_ma:1721.03 loss:-16.47 fps:125.9 +frame:1.99e+06 wall_t:15807 t:124375 epi:nan +opt_step:372939 lr:0.0003 alpha:0.0355 +2026-02-13 15:34:54 | INFO | PID:5704 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_seaquest_t0_s3 [train] +total_reward:2316.40 total_reward_ma:1732.48 loss:-16.08 fps:125.9 +frame:2.00e+06 wall_t:15881 t:125000 epi:nan +opt_step:374814 lr:0.0003 alpha:0.03589 +2026-02-13 15:34:55 | INFO | PID:5704 | slm_lab.lib.logger:info | Session 3 done diff --git a/data/sac_atari_seaquest_2026_02_13_111005/sac_atari_seaquest_spec.json b/data/sac_atari_seaquest_2026_02_13_111005/sac_atari_seaquest_spec.json new file mode 100644 index 0000000000000000000000000000000000000000..bf3bda5cf201ecd26d08b95e0040d2623a2dfbfe --- /dev/null +++ b/data/sac_atari_seaquest_2026_02_13_111005/sac_atari_seaquest_spec.json @@ -0,0 +1,98 @@ +{ + "agent": { + "name": "SoftActorCritic", + "algorithm": { + "name": 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0000000000000000000000000000000000000000..92d74435c048a2864cf60e9d38b688bb0707b543 --- /dev/null +++ b/data/sac_atari_skiing_2026_02_11_000629/info/sac_atari_skiing_t0_trial_metrics_scalar.json @@ -0,0 +1,11 @@ +{ + "frame": 2000000.0, + "total_reward_ma": -16547.978515625, + "strength": -146.6036834716797, + "max_strength": 2365.107666015625, + "final_strength": -409.18505859375, + "sample_efficiency": 1.0337155345041538e-06, + "training_efficiency": 1.2024256648146547e-05, + "stability": 0.8653072118759155, + "consistency": 8.04963493347168 +} \ No newline at end of file diff --git a/data/sac_atari_skiing_2026_02_11_000629/log/sac_atari_skiing_t0.log b/data/sac_atari_skiing_2026_02_11_000629/log/sac_atari_skiing_t0.log new file mode 100644 index 0000000000000000000000000000000000000000..f53df4e4d99d1abaa0b188e728a36d7e361a6e11 --- /dev/null +++ b/data/sac_atari_skiing_2026_02_11_000629/log/sac_atari_skiing_t0.log @@ -0,0 +1,5 @@ +2026-02-11 02:27:59 | INFO | PID:1247 | slm_lab.lib.logger:info | trial_metrics: frame:2.00e+06 | total_reward_ma:-16547.98 | strength:-146.6 | max_strength:2365 | final_strength:-409.2 | sample_efficiency:1.034e-06 | training_efficiency:1.202e-05 | stability:0.8653 | consistency:8.05 +2026-02-11 02:27:59 | INFO | PID:1247 | slm_lab.lib.logger:info | Trial 0 done +2026-02-11 02:27:59 | INFO | PID:1247 | slm_lab.cli.main:run_spec | Output: data/sac_atari_skiing_2026_02_11_000629 +2026-02-11 02:27:59 | INFO | PID:1247 | slm_lab.lib.hf:cleanup_models | Cleanup saved 308.9 MB +2026-02-11 02:27:59 | INFO | PID:1247 | slm_lab.lib.hf:upload | Uploading data/sac_atari_skiing_2026_02_11_000629 to SLM-Lab/benchmark-dev/data/sac_atari_skiing_2026_02_11_000629... diff --git a/data/sac_atari_skiing_2026_02_11_000629/log/sac_atari_skiing_t0_s0.log b/data/sac_atari_skiing_2026_02_11_000629/log/sac_atari_skiing_t0_s0.log new file mode 100644 index 0000000000000000000000000000000000000000..6b36309e513b9146a23975b674b90363a4a846db --- /dev/null +++ b/data/sac_atari_skiing_2026_02_11_000629/log/sac_atari_skiing_t0_s0.log @@ -0,0 +1,982 @@ +2026-02-11 00:06:34 | INFO | PID:1417 | slm_lab.env:_make_vector_env | AtariVectorEnv: 16 envs, native preprocessing +2026-02-11 00:08:28 | INFO | PID:1417 | slm_lab.lib.perf:log_perf_setup | Performance setup: +Platform: GPU NVIDIA RTX A4000 (compute 8.6) +• GPU cuDNN benchmark: enabled +• GPU memory management: enabled +• GPU TF32 acceleration: enabled +2026-02-11 00:08:28 | INFO | PID:1417 | slm_lab.lib.logger:info | SoftActorCritic: +algorithm_spec: + name: SoftActorCritic + action_pdtype: Categorical + action_policy: default + gamma: 0.99 + training_start_step: 10000 + training_frequency: 4 + training_iter: 1 +name: SoftActorCritic +memory_spec: + name: Replay + batch_size: 256 + max_size: 200000 + use_cer: false +action_pdtype: Categorical +training_iter: 1 +training_start_step: 10000 +policy_delay: 1 +entropy_penalty_coef: 0.0 +gamma: 0.99 +training_frequency: 4 +to_train: 0 +_train_step: 0 +shared: False +net: (device:cuda:0) ConvNet( + (conv_model): Sequential( + (0): Conv2d(4, 32, kernel_size=(8, 8), stride=(4, 4)) + (1): ReLU() + (2): Conv2d(32, 64, kernel_size=(4, 4), stride=(2, 2)) + (3): ReLU() + (4): Conv2d(64, 64, kernel_size=(3, 3), stride=(1, 1)) + (5): ReLU() + ) + (fc_model): Sequential( + (0): Linear(in_features=3136, out_features=512, bias=True) + (1): ReLU() + ) + (tails): Sequential( + (0): Linear(in_features=512, out_features=3, bias=True) + ) + (loss_fn): SmoothL1Loss() +) +optim: AdamW ( +Parameter Group 0 + amsgrad: False + betas: (0.9, 0.999) + capturable: False + decoupled_weight_decay: True + differentiable: False + eps: 0.0001 + foreach: None + fused: None + lr: 0.0003 + maximize: False + weight_decay: 0.01 +) +q1_net: (device:cuda:0) ConvNet( + (conv_model): Sequential( + (0): Conv2d(4, 32, kernel_size=(8, 8), stride=(4, 4)) + (1): ReLU() + (2): Conv2d(32, 64, kernel_size=(4, 4), stride=(2, 2)) + (3): ReLU() + (4): Conv2d(64, 64, kernel_size=(3, 3), stride=(1, 1)) + (5): ReLU() + ) + (fc_model): Sequential( + (0): Linear(in_features=3136, out_features=512, bias=True) + (1): ReLU() + ) + (tails): Sequential( + (0): Linear(in_features=512, out_features=3, bias=True) + ) + (loss_fn): SmoothL1Loss() +) +target_q1_net: (device:cuda:0) ConvNet( + (conv_model): Sequential( + (0): Conv2d(4, 32, kernel_size=(8, 8), stride=(4, 4)) + (1): ReLU() + (2): Conv2d(32, 64, kernel_size=(4, 4), stride=(2, 2)) + (3): ReLU() + (4): Conv2d(64, 64, kernel_size=(3, 3), stride=(1, 1)) + (5): ReLU() + ) + (fc_model): Sequential( + (0): Linear(in_features=3136, out_features=512, bias=True) + (1): ReLU() + ) + (tails): Sequential( + (0): Linear(in_features=512, out_features=3, bias=True) + ) + (loss_fn): SmoothL1Loss() +) +q1_optim: AdamW ( +Parameter Group 0 + amsgrad: False + betas: (0.9, 0.999) + capturable: False + decoupled_weight_decay: True + differentiable: False + eps: 0.0001 + foreach: None + fused: None + lr: 0.0003 + maximize: False + weight_decay: 0.01 +) +q2_net: (device:cuda:0) ConvNet( + (conv_model): Sequential( + (0): Conv2d(4, 32, kernel_size=(8, 8), stride=(4, 4)) + (1): ReLU() + (2): Conv2d(32, 64, kernel_size=(4, 4), stride=(2, 2)) + (3): ReLU() + (4): Conv2d(64, 64, kernel_size=(3, 3), stride=(1, 1)) + (5): ReLU() + ) + (fc_model): Sequential( + (0): Linear(in_features=3136, out_features=512, bias=True) + (1): ReLU() + ) + (tails): Sequential( + (0): Linear(in_features=512, out_features=3, bias=True) + ) + (loss_fn): SmoothL1Loss() +) +target_q2_net: (device:cuda:0) ConvNet( + (conv_model): Sequential( + (0): Conv2d(4, 32, kernel_size=(8, 8), stride=(4, 4)) + (1): ReLU() + (2): Conv2d(32, 64, kernel_size=(4, 4), stride=(2, 2)) + (3): ReLU() + (4): Conv2d(64, 64, kernel_size=(3, 3), stride=(1, 1)) + (5): ReLU() + ) + (fc_model): Sequential( + (0): Linear(in_features=3136, out_features=512, bias=True) + (1): ReLU() + ) + (tails): Sequential( + (0): Linear(in_features=512, out_features=3, bias=True) + ) + (loss_fn): SmoothL1Loss() +) +q2_optim: AdamW ( +Parameter Group 0 + amsgrad: False + betas: (0.9, 0.999) + capturable: False + decoupled_weight_decay: True + differentiable: False + eps: 0.0001 + foreach: None + fused: None + lr: 0.0003 + maximize: False + weight_decay: 0.01 +) +net_names: ['net', 'q1_net', 'target_q1_net', 'q2_net', 'target_q2_net'] +target_entropy: 0.6591673732008658 +log_alpha: tensor([0.], device='cuda:0', requires_grad=True) +alpha: tensor([1.], device='cuda:0') +alpha_optim: AdamW ( +Parameter Group 0 + amsgrad: False + betas: (0.9, 0.999) + capturable: False + decoupled_weight_decay: True + differentiable: False + eps: 0.0001 + foreach: None + fused: None + lr: 0.0003 + maximize: False + weight_decay: 0.01 +) +2026-02-11 00:08:33 | INFO | PID:1417 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:nan total_reward_ma:nan loss:nan fps:86.96 +frame:1.00e+04 wall_t:115 t:625 epi:nan +opt_step:0 lr:0.0003 alpha:1 +2026-02-11 00:09:17 | INFO | PID:1417 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-15034.46 total_reward_ma:-15034.46 loss:-1.79 fps:125.8 +frame:2.00e+04 wall_t:159 t:1250 epi:nan +opt_step:625 lr:0.0003 alpha:0.837 +2026-02-11 00:10:00 | INFO | PID:1417 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-15425.94 total_reward_ma:-15230.20 loss:-0.9895 fps:147.8 +frame:3.00e+04 wall_t:203 t:1875 epi:nan +opt_step:1250 lr:0.0003 alpha:0.7076 +2026-02-11 00:10:44 | INFO | PID:1417 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-15797.07 total_reward_ma:-15419.16 loss:0.1842 fps:161.9 +frame:4.00e+04 wall_t:247 t:2500 epi:nan +opt_step:1875 lr:0.0003 alpha:0.6039 +2026-02-11 00:11:25 | INFO | PID:1417 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-16196.53 total_reward_ma:-15613.50 loss:1.411 fps:174.2 +frame:5.00e+04 wall_t:287 t:3125 epi:nan +opt_step:2500 lr:0.0003 alpha:0.5188 +2026-02-11 00:12:08 | INFO | PID:1417 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-16131.64 total_reward_ma:-15717.13 loss:2.895 fps:181.3 +frame:6.00e+04 wall_t:331 t:3750 epi:nan +opt_step:3125 lr:0.0003 alpha:0.4477 +2026-02-11 00:12:59 | INFO | PID:1417 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-16285.29 total_reward_ma:-15811.82 loss:4.4 fps:183.2 +frame:7.00e+04 wall_t:382 t:4375 epi:nan +opt_step:3750 lr:0.0003 alpha:0.3875 +2026-02-11 00:13:40 | INFO | PID:1417 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-16202.80 total_reward_ma:-15867.68 loss:6.12 fps:189.1 +frame:8.00e+04 wall_t:423 t:5000 epi:nan +opt_step:4375 lr:0.0003 alpha:0.3362 +2026-02-11 00:14:24 | INFO | PID:1417 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-16256.50 total_reward_ma:-15916.28 loss:8.051 fps:193.1 +frame:9.00e+04 wall_t:466 t:5625 epi:nan +opt_step:5000 lr:0.0003 alpha:0.2921 +2026-02-11 00:15:05 | INFO | PID:1417 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-16263.65 total_reward_ma:-15954.88 loss:9.994 fps:197.2 +frame:1.00e+05 wall_t:507 t:6250 epi:nan +opt_step:5625 lr:0.0003 alpha:0.2541 +2026-02-11 00:15:46 | INFO | PID:1417 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-16206.29 total_reward_ma:-15980.02 loss:11.95 fps:200.7 +frame:1.10e+05 wall_t:548 t:6875 epi:nan +opt_step:6250 lr:0.0003 alpha:0.2212 +2026-02-11 00:16:26 | INFO | PID:1417 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-16269.53 total_reward_ma:-16006.34 loss:13.89 fps:203.7 +frame:1.20e+05 wall_t:589 t:7500 epi:nan +opt_step:6875 lr:0.0003 alpha:0.1927 +2026-02-11 00:17:09 | INFO | PID:1417 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-16321.64 total_reward_ma:-16032.61 loss:15.92 fps:206 +frame:1.30e+05 wall_t:631 t:8125 epi:nan +opt_step:7500 lr:0.0003 alpha:0.1679 +2026-02-11 00:17:52 | INFO | PID:1417 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-16423.19 total_reward_ma:-16062.66 loss:17.96 fps:207.7 +frame:1.40e+05 wall_t:674 t:8750 epi:nan +opt_step:8125 lr:0.0003 alpha:0.1464 +2026-02-11 00:18:36 | INFO | PID:1417 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-16435.81 total_reward_ma:-16089.31 loss:19.94 fps:208.6 +frame:1.50e+05 wall_t:719 t:9375 epi:nan +opt_step:8750 lr:0.0003 alpha:0.1276 +2026-02-11 00:19:18 | INFO | PID:1417 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-16441.65 total_reward_ma:-16112.80 loss:21.77 fps:210.2 +frame:1.60e+05 wall_t:761 t:10000 epi:nan +opt_step:9375 lr:0.0003 alpha:0.1113 +2026-02-11 00:19:59 | INFO | PID:1417 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-16436.64 total_reward_ma:-16133.04 loss:24.06 fps:212 +frame:1.70e+05 wall_t:802 t:10625 epi:nan +opt_step:10000 lr:0.0003 alpha:0.09713 +2026-02-11 00:20:42 | INFO | PID:1417 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-16400.51 total_reward_ma:-16148.77 loss:25.97 fps:213 +frame:1.80e+05 wall_t:845 t:11250 epi:nan +opt_step:10625 lr:0.0003 alpha:0.08476 +2026-02-11 00:21:26 | INFO | PID:1417 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-16339.96 total_reward_ma:-16159.40 loss:27.87 fps:214 +frame:1.90e+05 wall_t:888 t:11875 epi:nan +opt_step:11250 lr:0.0003 alpha:0.07399 +2026-02-11 00:22:09 | INFO | PID:1417 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-16365.56 total_reward_ma:-16170.25 loss:29.53 fps:214.6 +frame:2.00e+05 wall_t:932 t:12500 epi:nan +opt_step:11875 lr:0.0003 alpha:0.06463 +2026-02-11 00:22:53 | INFO | PID:1417 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-16399.34 total_reward_ma:-16181.70 loss:31.32 fps:215.2 +frame:2.10e+05 wall_t:976 t:13125 epi:nan +opt_step:12500 lr:0.0003 alpha:0.05643 +2026-02-11 00:23:37 | INFO | PID:1417 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-16483.30 total_reward_ma:-16196.06 loss:33.39 fps:215.7 +frame:2.20e+05 wall_t:1020 t:13750 epi:nan +opt_step:13125 lr:0.0003 alpha:0.04928 +2026-02-11 00:24:19 | INFO | PID:1417 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-16467.69 total_reward_ma:-16208.41 loss:35.37 fps:216.6 +frame:2.30e+05 wall_t:1062 t:14375 epi:nan +opt_step:13750 lr:0.0003 alpha:0.04305 +2026-02-11 00:25:01 | INFO | PID:1417 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-16448.60 total_reward_ma:-16218.85 loss:37.55 fps:217.4 +frame:2.40e+05 wall_t:1104 t:15000 epi:nan +opt_step:14375 lr:0.0003 alpha:0.03762 +2026-02-11 00:25:43 | INFO | PID:1417 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-16363.54 total_reward_ma:-16224.88 loss:38.51 fps:218.2 +frame:2.50e+05 wall_t:1146 t:15625 epi:nan +opt_step:15000 lr:0.0003 alpha:0.03288 +2026-02-11 00:26:26 | INFO | PID:1417 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-16374.87 total_reward_ma:-16230.88 loss:40.33 fps:218.9 +frame:2.60e+05 wall_t:1188 t:16250 epi:nan +opt_step:15625 lr:0.0003 alpha:0.02875 +2026-02-11 00:27:07 | INFO | PID:1417 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-16370.83 total_reward_ma:-16236.26 loss:42.01 fps:219.5 +frame:2.70e+05 wall_t:1230 t:16875 epi:nan +opt_step:16250 lr:0.0003 alpha:0.02514 +2026-02-11 00:27:49 | INFO | PID:1417 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-16355.20 total_reward_ma:-16240.67 loss:43.7 fps:220.1 +frame:2.80e+05 wall_t:1272 t:17500 epi:nan +opt_step:16875 lr:0.0003 alpha:0.02199 +2026-02-11 00:28:32 | INFO | PID:1417 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-16328.19 total_reward_ma:-16243.79 loss:45.25 fps:220.7 +frame:2.90e+05 wall_t:1314 t:18125 epi:nan +opt_step:17500 lr:0.0003 alpha:0.01924 +2026-02-11 00:29:15 | INFO | PID:1417 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-16404.90 total_reward_ma:-16249.35 loss:46.83 fps:220.9 +frame:3.00e+05 wall_t:1358 t:18750 epi:nan +opt_step:18125 lr:0.0003 alpha:0.01684 +2026-02-11 00:29:56 | INFO | PID:1417 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-16445.14 total_reward_ma:-16255.88 loss:47.97 fps:221.6 +frame:3.10e+05 wall_t:1399 t:19375 epi:nan +opt_step:18750 lr:0.0003 alpha:0.01475 +2026-02-11 00:30:39 | INFO | PID:1417 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-16462.50 total_reward_ma:-16262.54 loss:49.47 fps:221.9 +frame:3.20e+05 wall_t:1442 t:20000 epi:nan +opt_step:19375 lr:0.0003 alpha:0.01292 +2026-02-11 00:31:21 | INFO | PID:1417 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-16504.14 total_reward_ma:-16270.09 loss:51.01 fps:222.4 +frame:3.30e+05 wall_t:1484 t:20625 epi:nan +opt_step:20000 lr:0.0003 alpha:0.01132 +2026-02-11 00:32:06 | INFO | PID:1417 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-16542.35 total_reward_ma:-16278.34 loss:52.25 fps:222.5 +frame:3.40e+05 wall_t:1528 t:21250 epi:nan +opt_step:20625 lr:0.0003 alpha:0.009927 +2026-02-11 00:32:48 | INFO | PID:1417 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-16456.05 total_reward_ma:-16283.57 loss:53.05 fps:222.8 +frame:3.50e+05 wall_t:1571 t:21875 epi:nan +opt_step:21250 lr:0.0003 alpha:0.008703 +2026-02-11 00:33:30 | INFO | PID:1417 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-16507.92 total_reward_ma:-16289.98 loss:54.08 fps:223.2 +frame:3.60e+05 wall_t:1613 t:22500 epi:nan +opt_step:21875 lr:0.0003 alpha:0.007635 +2026-02-11 00:34:11 | INFO | PID:1417 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-16488.18 total_reward_ma:-16295.48 loss:55 fps:223.7 +frame:3.70e+05 wall_t:1654 t:23125 epi:nan +opt_step:22500 lr:0.0003 alpha:0.006738 +2026-02-11 00:34:52 | INFO | PID:1417 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-16543.50 total_reward_ma:-16302.19 loss:56.43 fps:224.2 +frame:3.80e+05 wall_t:1695 t:23750 epi:nan +opt_step:23125 lr:0.0003 alpha:0.006738 +2026-02-11 00:35:34 | INFO | PID:1417 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-16513.03 total_reward_ma:-16307.74 loss:57.83 fps:224.7 +frame:3.90e+05 wall_t:1736 t:24375 epi:nan +opt_step:23750 lr:0.0003 alpha:0.006738 +2026-02-11 00:36:16 | INFO | PID:1417 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-16711.70 total_reward_ma:-16318.09 loss:58.94 fps:225 +frame:4.00e+05 wall_t:1778 t:25000 epi:nan +opt_step:24375 lr:0.0003 alpha:0.006738 +2026-02-11 00:37:01 | INFO | PID:1417 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-16636.12 total_reward_ma:-16326.04 loss:59.92 fps:224.9 +frame:4.10e+05 wall_t:1823 t:25625 epi:nan +opt_step:25000 lr:0.0003 alpha:0.006738 +2026-02-11 00:37:46 | INFO | PID:1417 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-16559.63 total_reward_ma:-16331.74 loss:60.36 fps:224.8 +frame:4.20e+05 wall_t:1868 t:26250 epi:nan +opt_step:25625 lr:0.0003 alpha:0.006738 +2026-02-11 00:38:31 | INFO | PID:1417 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-16512.19 total_reward_ma:-16336.04 loss:60.91 fps:224.7 +frame:4.30e+05 wall_t:1914 t:26875 epi:nan +opt_step:26250 lr:0.0003 alpha:0.006738 +2026-02-11 00:39:15 | INFO | PID:1417 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-16469.63 total_reward_ma:-16339.14 loss:61.87 fps:224.7 +frame:4.40e+05 wall_t:1958 t:27500 epi:nan +opt_step:26875 lr:0.0003 alpha:0.006738 +2026-02-11 00:39:59 | INFO | PID:1417 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-16369.30 total_reward_ma:-16339.83 loss:62.77 fps:224.8 +frame:4.50e+05 wall_t:2002 t:28125 epi:nan +opt_step:27500 lr:0.0003 alpha:0.006738 +2026-02-11 00:40:40 | INFO | PID:1417 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-16391.38 total_reward_ma:-16340.97 loss:63.75 fps:225.2 +frame:4.60e+05 wall_t:2043 t:28750 epi:nan +opt_step:28125 lr:0.0003 alpha:0.006738 +2026-02-11 00:41:24 | INFO | PID:1417 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-16532.93 total_reward_ma:-16345.15 loss:65.08 fps:225.3 +frame:4.70e+05 wall_t:2086 t:29375 epi:nan +opt_step:28750 lr:0.0003 alpha:0.006738 +2026-02-11 00:42:07 | INFO | PID:1417 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-16537.54 total_reward_ma:-16349.24 loss:66.05 fps:225.4 +frame:4.80e+05 wall_t:2130 t:30000 epi:nan +opt_step:29375 lr:0.0003 alpha:0.006738 +2026-02-11 00:42:49 | INFO | PID:1417 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-16525.02 total_reward_ma:-16352.90 loss:66.54 fps:225.6 +frame:4.90e+05 wall_t:2172 t:30625 epi:nan +opt_step:30000 lr:0.0003 alpha:0.006738 +2026-02-11 00:43:31 | INFO | PID:1417 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-16469.32 total_reward_ma:-16355.28 loss:66.83 fps:225.9 +frame:5.00e+05 wall_t:2213 t:31250 epi:nan +opt_step:30625 lr:0.0003 alpha:0.006738 +2026-02-11 00:44:11 | INFO | PID:1417 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-16348.07 total_reward_ma:-16355.13 loss:67.81 fps:226.3 +frame:5.10e+05 wall_t:2254 t:31875 epi:nan +opt_step:31250 lr:0.0003 alpha:0.006738 +2026-02-11 00:44:53 | INFO | PID:1417 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-16327.72 total_reward_ma:-16354.60 loss:68.29 fps:226.5 +frame:5.20e+05 wall_t:2296 t:32500 epi:nan +opt_step:31875 lr:0.0003 alpha:0.006738 +2026-02-11 00:45:36 | INFO | PID:1417 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-16354.77 total_reward_ma:-16354.60 loss:69.04 fps:226.6 +frame:5.30e+05 wall_t:2339 t:33125 epi:nan +opt_step:32500 lr:0.0003 alpha:0.006738 +2026-02-11 00:46:18 | INFO | PID:1417 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-16340.97 total_reward_ma:-16354.34 loss:70.05 fps:226.9 +frame:5.40e+05 wall_t:2380 t:33750 epi:nan +opt_step:33125 lr:0.0003 alpha:0.006738 +2026-02-11 00:46:58 | INFO | PID:1417 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-16256.79 total_reward_ma:-16352.54 loss:70.74 fps:227.2 +frame:5.50e+05 wall_t:2421 t:34375 epi:nan +opt_step:33750 lr:0.0003 alpha:0.006738 +2026-02-11 00:47:39 | INFO | PID:1417 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-16388.58 total_reward_ma:-16353.19 loss:71.71 fps:227.5 +frame:5.60e+05 wall_t:2462 t:35000 epi:nan +opt_step:34375 lr:0.0003 alpha:0.006738 +2026-02-11 00:48:19 | INFO | PID:1417 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-16421.26 total_reward_ma:-16354.41 loss:72.23 fps:227.8 +frame:5.70e+05 wall_t:2502 t:35625 epi:nan +opt_step:35000 lr:0.0003 alpha:0.006738 +2026-02-11 00:49:02 | INFO | PID:1417 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-16353.88 total_reward_ma:-16354.40 loss:72.14 fps:227.9 +frame:5.80e+05 wall_t:2545 t:36250 epi:nan +opt_step:35625 lr:0.0003 alpha:0.006738 +2026-02-11 00:49:43 | INFO | PID:1417 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-16417.03 total_reward_ma:-16355.48 loss:73.09 fps:228.2 +frame:5.90e+05 wall_t:2586 t:36875 epi:nan +opt_step:36250 lr:0.0003 alpha:0.006738 +2026-02-11 00:50:26 | INFO | PID:1417 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-16425.90 total_reward_ma:-16356.67 loss:72.96 fps:228.2 +frame:6.00e+05 wall_t:2629 t:37500 epi:nan +opt_step:36875 lr:0.0003 alpha:0.006738 +2026-02-11 00:51:07 | INFO | PID:1417 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-16421.45 total_reward_ma:-16357.75 loss:73.26 fps:228.6 +frame:6.10e+05 wall_t:2669 t:38125 epi:nan +opt_step:37500 lr:0.0003 alpha:0.006738 +2026-02-11 00:51:52 | INFO | PID:1417 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-16364.04 total_reward_ma:-16357.85 loss:73.76 fps:228.4 +frame:6.20e+05 wall_t:2715 t:38750 epi:nan +opt_step:38125 lr:0.0003 alpha:0.006738 +2026-02-11 00:52:36 | INFO | PID:1417 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-16505.37 total_reward_ma:-16360.23 loss:74.6 fps:228.3 +frame:6.30e+05 wall_t:2759 t:39375 epi:nan +opt_step:38750 lr:0.0003 alpha:0.007245 +2026-02-11 00:53:20 | INFO | PID:1417 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-16159.53 total_reward_ma:-16357.05 loss:75.84 fps:228.3 +frame:6.40e+05 wall_t:2803 t:40000 epi:nan +opt_step:39375 lr:0.0003 alpha:0.009467 +2026-02-11 00:54:02 | INFO | PID:1417 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-15225.83 total_reward_ma:-16339.37 loss:76.37 fps:228.5 +frame:6.50e+05 wall_t:2845 t:40625 epi:nan +opt_step:40000 lr:0.0003 alpha:0.01228 +2026-02-11 00:54:45 | INFO | PID:1417 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-13811.44 total_reward_ma:-16300.48 loss:76.2 fps:228.5 +frame:6.60e+05 wall_t:2888 t:41250 epi:nan +opt_step:40625 lr:0.0003 alpha:0.0159 +2026-02-11 00:55:29 | INFO | PID:1417 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-12568.36 total_reward_ma:-16243.94 loss:76.17 fps:228.6 +frame:6.70e+05 wall_t:2931 t:41875 epi:nan +opt_step:41250 lr:0.0003 alpha:0.02057 +2026-02-11 00:56:09 | INFO | PID:1417 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-11121.01 total_reward_ma:-16167.47 loss:77.25 fps:228.8 +frame:6.80e+05 wall_t:2972 t:42500 epi:nan +opt_step:41875 lr:0.0003 alpha:0.02661 +2026-02-11 00:56:50 | INFO | PID:1417 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-10217.75 total_reward_ma:-16079.98 loss:77.11 fps:229 +frame:6.90e+05 wall_t:3013 t:43125 epi:nan +opt_step:42500 lr:0.0003 alpha:0.0344 +2026-02-11 00:57:31 | INFO | PID:1417 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-9537.47 total_reward_ma:-15985.16 loss:77.82 fps:229.2 +frame:7.00e+05 wall_t:3054 t:43750 epi:nan +opt_step:43125 lr:0.0003 alpha:0.04446 +2026-02-11 00:58:13 | INFO | PID:1417 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-10165.95 total_reward_ma:-15902.03 loss:78.72 fps:229.3 +frame:7.10e+05 wall_t:3096 t:44375 epi:nan +opt_step:43750 lr:0.0003 alpha:0.05747 +2026-02-11 00:58:55 | INFO | PID:1417 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-10373.16 total_reward_ma:-15824.16 loss:79.17 fps:229.4 +frame:7.20e+05 wall_t:3138 t:45000 epi:nan +opt_step:44375 lr:0.0003 alpha:0.07425 +2026-02-11 00:59:37 | INFO | PID:1417 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-10991.92 total_reward_ma:-15757.04 loss:79.71 fps:229.6 +frame:7.30e+05 wall_t:3179 t:45625 epi:nan +opt_step:45000 lr:0.0003 alpha:0.09591 +2026-02-11 01:00:18 | INFO | PID:1417 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-11404.24 total_reward_ma:-15697.41 loss:79.05 fps:229.7 +frame:7.40e+05 wall_t:3221 t:46250 epi:nan +opt_step:45625 lr:0.0003 alpha:0.1238 +2026-02-11 01:00:57 | INFO | PID:1417 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-11955.43 total_reward_ma:-15646.84 loss:79.12 fps:230.1 +frame:7.50e+05 wall_t:3260 t:46875 epi:nan +opt_step:46250 lr:0.0003 alpha:0.1598 +2026-02-11 01:01:39 | INFO | PID:1417 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-12089.57 total_reward_ma:-15599.42 loss:79.65 fps:230.2 +frame:7.60e+05 wall_t:3301 t:47500 epi:nan +opt_step:46875 lr:0.0003 alpha:0.2061 +2026-02-11 01:02:21 | INFO | PID:1417 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-12016.10 total_reward_ma:-15552.27 loss:80.79 fps:230.3 +frame:7.70e+05 wall_t:3344 t:48125 epi:nan +opt_step:47500 lr:0.0003 alpha:0.2657 +2026-02-11 01:03:00 | INFO | PID:1417 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-11328.47 total_reward_ma:-15497.41 loss:80.62 fps:230.6 +frame:7.80e+05 wall_t:3383 t:48750 epi:nan +opt_step:48125 lr:0.0003 alpha:0.3424 +2026-02-11 01:03:40 | INFO | PID:1417 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-11329.25 total_reward_ma:-15443.97 loss:80.39 fps:230.8 +frame:7.90e+05 wall_t:3423 t:49375 epi:nan +opt_step:48750 lr:0.0003 alpha:0.4409 +2026-02-11 01:04:23 | INFO | PID:1417 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-10984.25 total_reward_ma:-15387.52 loss:80.95 fps:230.8 +frame:8.00e+05 wall_t:3466 t:50000 epi:nan +opt_step:49375 lr:0.0003 alpha:0.5675 +2026-02-11 01:05:05 | INFO | PID:1417 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-10845.49 total_reward_ma:-15330.75 loss:80.69 fps:230.9 +frame:8.10e+05 wall_t:3508 t:50625 epi:nan +opt_step:50000 lr:0.0003 alpha:0.73 +2026-02-11 01:05:44 | INFO | PID:1417 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-10776.74 total_reward_ma:-15274.52 loss:80.29 fps:231.2 +frame:8.20e+05 wall_t:3547 t:51250 epi:nan +opt_step:50625 lr:0.0003 alpha:0.9385 +2026-02-11 01:06:25 | INFO | PID:1417 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-10875.45 total_reward_ma:-15220.88 loss:77.2 fps:231.4 +frame:8.30e+05 wall_t:3587 t:51875 epi:nan +opt_step:51250 lr:0.0003 alpha:0.9699 +2026-02-11 01:07:07 | INFO | PID:1417 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-11226.32 total_reward_ma:-15172.75 loss:75.21 fps:231.5 +frame:8.40e+05 wall_t:3629 t:52500 epi:nan +opt_step:51875 lr:0.0003 alpha:0.8298 +2026-02-11 01:07:46 | INFO | PID:1417 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-12086.62 total_reward_ma:-15136.01 loss:74.25 fps:231.7 +frame:8.50e+05 wall_t:3668 t:53125 epi:nan +opt_step:52500 lr:0.0003 alpha:0.7149 +2026-02-11 01:08:26 | INFO | PID:1417 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-12329.75 total_reward_ma:-15103.00 loss:73.38 fps:231.9 +frame:8.60e+05 wall_t:3709 t:53750 epi:nan +opt_step:53125 lr:0.0003 alpha:0.6186 +2026-02-11 01:09:09 | INFO | PID:1417 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-12833.08 total_reward_ma:-15076.60 loss:72.93 fps:231.9 +frame:8.70e+05 wall_t:3752 t:54375 epi:nan +opt_step:53750 lr:0.0003 alpha:0.5365 +2026-02-11 01:09:48 | INFO | PID:1417 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-13259.01 total_reward_ma:-15055.71 loss:71.67 fps:232.2 +frame:8.80e+05 wall_t:3790 t:55000 epi:nan +opt_step:54375 lr:0.0003 alpha:0.4661 +2026-02-11 01:10:28 | INFO | PID:1417 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-13547.55 total_reward_ma:-15038.57 loss:71.33 fps:232.3 +frame:8.90e+05 wall_t:3831 t:55625 epi:nan +opt_step:55000 lr:0.0003 alpha:0.4053 +2026-02-11 01:11:13 | INFO | PID:1417 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-14119.59 total_reward_ma:-15028.25 loss:70.85 fps:232.3 +frame:9.00e+05 wall_t:3875 t:56250 epi:nan +opt_step:55625 lr:0.0003 alpha:0.3527 +2026-02-11 01:11:57 | INFO | PID:1417 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-14367.68 total_reward_ma:-15020.91 loss:70.46 fps:232.1 +frame:9.10e+05 wall_t:3920 t:56875 epi:nan +opt_step:56250 lr:0.0003 alpha:0.3071 +2026-02-11 01:12:40 | INFO | PID:1417 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-14797.20 total_reward_ma:-15018.45 loss:70.14 fps:232.1 +frame:9.20e+05 wall_t:3963 t:57500 epi:nan +opt_step:56875 lr:0.0003 alpha:0.2675 +2026-02-11 01:13:25 | INFO | PID:1417 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-15227.98 total_reward_ma:-15020.73 loss:69.96 fps:232 +frame:9.30e+05 wall_t:4008 t:58125 epi:nan +opt_step:57500 lr:0.0003 alpha:0.233 +2026-02-11 01:14:08 | INFO | PID:1417 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-15653.62 total_reward_ma:-15027.53 loss:69.69 fps:232 +frame:9.40e+05 wall_t:4051 t:58750 epi:nan +opt_step:58125 lr:0.0003 alpha:0.2031 +2026-02-11 01:14:50 | INFO | PID:1417 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-16135.71 total_reward_ma:-15039.32 loss:69.74 fps:232.2 +frame:9.50e+05 wall_t:4092 t:59375 epi:nan +opt_step:58750 lr:0.0003 alpha:0.177 +2026-02-11 01:15:31 | INFO | PID:1417 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-16347.70 total_reward_ma:-15053.09 loss:70.19 fps:232.3 +frame:9.60e+05 wall_t:4133 t:60000 epi:nan +opt_step:59375 lr:0.0003 alpha:0.1543 +2026-02-11 01:16:11 | INFO | PID:1417 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-16330.15 total_reward_ma:-15066.39 loss:71.13 fps:232.4 +frame:9.70e+05 wall_t:4174 t:60625 epi:nan +opt_step:60000 lr:0.0003 alpha:0.1346 +2026-02-11 01:16:54 | INFO | PID:1417 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-16318.80 total_reward_ma:-15079.31 loss:71.25 fps:232.4 +frame:9.80e+05 wall_t:4217 t:61250 epi:nan +opt_step:60625 lr:0.0003 alpha:0.1174 +2026-02-11 01:17:33 | INFO | PID:1417 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-16359.57 total_reward_ma:-15092.37 loss:71.26 fps:232.6 +frame:9.90e+05 wall_t:4256 t:61875 epi:nan +opt_step:61250 lr:0.0003 alpha:0.1024 +2026-02-11 01:18:14 | INFO | PID:1417 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-16307.15 total_reward_ma:-15104.64 loss:72.21 fps:232.8 +frame:1.00e+06 wall_t:4296 t:62500 epi:nan +opt_step:61875 lr:0.0003 alpha:0.08936 +2026-02-11 01:18:57 | INFO | PID:1417 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-16270.25 total_reward_ma:-15116.30 loss:71.64 fps:232.7 +frame:1.01e+06 wall_t:4340 t:63125 epi:nan +opt_step:62500 lr:0.0003 alpha:0.078 +2026-02-11 01:19:39 | INFO | PID:1417 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-16364.50 total_reward_ma:-15129.60 loss:72.03 fps:232.8 +frame:1.02e+06 wall_t:4382 t:63750 epi:nan +opt_step:63125 lr:0.0003 alpha:0.06809 +2026-02-11 01:20:19 | INFO | PID:1417 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-16424.18 total_reward_ma:-15139.58 loss:72.75 fps:232.9 +frame:1.03e+06 wall_t:4422 t:64375 epi:nan +opt_step:63750 lr:0.0003 alpha:0.05946 +2026-02-11 01:21:01 | INFO | PID:1417 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-16350.82 total_reward_ma:-15145.12 loss:73.59 fps:233 +frame:1.04e+06 wall_t:4463 t:65000 epi:nan +opt_step:64375 lr:0.0003 alpha:0.05193 +2026-02-11 01:21:42 | INFO | PID:1417 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-16350.90 total_reward_ma:-15146.66 loss:74.7 fps:233.1 +frame:1.05e+06 wall_t:4505 t:65625 epi:nan +opt_step:65000 lr:0.0003 alpha:0.04536 +2026-02-11 01:22:25 | INFO | PID:1417 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-16342.65 total_reward_ma:-15148.77 loss:74.39 fps:233.1 +frame:1.06e+06 wall_t:4548 t:66250 epi:nan +opt_step:65625 lr:0.0003 alpha:0.03964 +2026-02-11 01:23:08 | INFO | PID:1417 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-16265.79 total_reward_ma:-15148.58 loss:74.39 fps:233.1 +frame:1.07e+06 wall_t:4591 t:66875 epi:nan +opt_step:66250 lr:0.0003 alpha:0.03464 +2026-02-11 01:23:52 | INFO | PID:1417 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-16242.44 total_reward_ma:-15148.97 loss:74.76 fps:233 +frame:1.08e+06 wall_t:4635 t:67500 epi:nan +opt_step:66875 lr:0.0003 alpha:0.03029 +2026-02-11 01:24:34 | INFO | PID:1417 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-16216.85 total_reward_ma:-15148.58 loss:75.48 fps:233.1 +frame:1.09e+06 wall_t:4677 t:68125 epi:nan +opt_step:67500 lr:0.0003 alpha:0.02648 +2026-02-11 01:25:14 | INFO | PID:1417 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-16152.15 total_reward_ma:-15147.46 loss:76.06 fps:233.2 +frame:1.10e+06 wall_t:4717 t:68750 epi:nan +opt_step:68125 lr:0.0003 alpha:0.02316 +2026-02-11 01:25:57 | INFO | PID:1417 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-16160.30 total_reward_ma:-15147.00 loss:76.86 fps:233.2 +frame:1.11e+06 wall_t:4760 t:69375 epi:nan +opt_step:68750 lr:0.0003 alpha:0.02027 +2026-02-11 01:26:40 | INFO | PID:1417 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-16337.32 total_reward_ma:-15147.68 loss:76.75 fps:233.2 +frame:1.12e+06 wall_t:4803 t:70000 epi:nan +opt_step:69375 lr:0.0003 alpha:0.01774 +2026-02-11 01:27:19 | INFO | PID:1417 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-16426.10 total_reward_ma:-15148.72 loss:77.44 fps:233.4 +frame:1.13e+06 wall_t:4842 t:70625 epi:nan +opt_step:70000 lr:0.0003 alpha:0.01553 +2026-02-11 01:28:00 | INFO | PID:1417 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-16455.11 total_reward_ma:-15149.04 loss:77.91 fps:233.5 +frame:1.14e+06 wall_t:4882 t:71250 epi:nan +opt_step:70625 lr:0.0003 alpha:0.0136 +2026-02-11 01:28:42 | INFO | PID:1417 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-16521.79 total_reward_ma:-15149.90 loss:78.24 fps:233.5 +frame:1.15e+06 wall_t:4925 t:71875 epi:nan +opt_step:71250 lr:0.0003 alpha:0.01192 +2026-02-11 01:29:23 | INFO | PID:1417 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-16482.64 total_reward_ma:-15150.31 loss:78.56 fps:233.6 +frame:1.16e+06 wall_t:4965 t:72500 epi:nan +opt_step:71875 lr:0.0003 alpha:0.01044 +2026-02-11 01:30:06 | INFO | PID:1417 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-16464.09 total_reward_ma:-15150.59 loss:78.94 fps:233.6 +frame:1.17e+06 wall_t:5008 t:73125 epi:nan +opt_step:72500 lr:0.0003 alpha:0.009158 +2026-02-11 01:30:48 | INFO | PID:1417 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-16489.76 total_reward_ma:-15151.48 loss:78.95 fps:233.6 +frame:1.18e+06 wall_t:5051 t:73750 epi:nan +opt_step:73125 lr:0.0003 alpha:0.008034 +2026-02-11 01:31:30 | INFO | PID:1417 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-16583.00 total_reward_ma:-15153.91 loss:79.28 fps:233.7 +frame:1.19e+06 wall_t:5093 t:74375 epi:nan +opt_step:73750 lr:0.0003 alpha:0.007051 +2026-02-11 01:32:13 | INFO | PID:1417 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-16651.64 total_reward_ma:-15156.77 loss:80 fps:233.6 +frame:1.20e+06 wall_t:5136 t:75000 epi:nan +opt_step:74375 lr:0.0003 alpha:0.006738 +2026-02-11 01:32:54 | INFO | PID:1417 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-16722.84 total_reward_ma:-15160.01 loss:80.57 fps:233.7 +frame:1.21e+06 wall_t:5177 t:75625 epi:nan +opt_step:75000 lr:0.0003 alpha:0.006738 +2026-02-11 01:33:34 | INFO | PID:1417 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-16807.75 total_reward_ma:-15163.25 loss:81.69 fps:233.9 +frame:1.22e+06 wall_t:5217 t:76250 epi:nan +opt_step:75625 lr:0.0003 alpha:0.006738 +2026-02-11 01:34:16 | INFO | PID:1417 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-16708.48 total_reward_ma:-15165.66 loss:81.52 fps:233.9 +frame:1.23e+06 wall_t:5258 t:76875 epi:nan +opt_step:76250 lr:0.0003 alpha:0.006738 +2026-02-11 01:34:59 | INFO | PID:1417 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-16677.52 total_reward_ma:-15167.95 loss:81.82 fps:233.9 +frame:1.24e+06 wall_t:5302 t:77500 epi:nan +opt_step:76875 lr:0.0003 alpha:0.006738 +2026-02-11 01:35:42 | INFO | PID:1417 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-16498.55 total_reward_ma:-15169.30 loss:82.61 fps:233.9 +frame:1.25e+06 wall_t:5345 t:78125 epi:nan +opt_step:77500 lr:0.0003 alpha:0.006738 +2026-02-11 01:36:25 | INFO | PID:1417 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-16400.07 total_reward_ma:-15169.55 loss:82.48 fps:233.9 +frame:1.26e+06 wall_t:5387 t:78750 epi:nan +opt_step:78125 lr:0.0003 alpha:0.006738 +2026-02-11 01:37:07 | INFO | PID:1417 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-16396.11 total_reward_ma:-15169.80 loss:83.24 fps:233.9 +frame:1.27e+06 wall_t:5429 t:79375 epi:nan +opt_step:78750 lr:0.0003 alpha:0.006738 +2026-02-11 01:37:49 | INFO | PID:1417 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-16393.81 total_reward_ma:-15170.19 loss:83.76 fps:233.9 +frame:1.28e+06 wall_t:5472 t:80000 epi:nan +opt_step:79375 lr:0.0003 alpha:0.006738 +2026-02-11 01:38:32 | INFO | PID:1417 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-16408.87 total_reward_ma:-15171.00 loss:83.85 fps:233.9 +frame:1.29e+06 wall_t:5515 t:80625 epi:nan +opt_step:80000 lr:0.0003 alpha:0.006738 +2026-02-11 01:39:13 | INFO | PID:1417 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-16425.24 total_reward_ma:-15171.20 loss:84.5 fps:234 +frame:1.30e+06 wall_t:5556 t:81250 epi:nan +opt_step:80625 lr:0.0003 alpha:0.006738 +2026-02-11 01:39:53 | INFO | PID:1417 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-16336.75 total_reward_ma:-15170.11 loss:84.41 fps:234.1 +frame:1.31e+06 wall_t:5596 t:81875 epi:nan +opt_step:81250 lr:0.0003 alpha:0.006738 +2026-02-11 01:40:32 | INFO | PID:1417 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-16190.39 total_reward_ma:-15167.39 loss:84.96 fps:234.3 +frame:1.32e+06 wall_t:5635 t:82500 epi:nan +opt_step:81875 lr:0.0003 alpha:0.006738 +2026-02-11 01:41:10 | INFO | PID:1417 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-16270.27 total_reward_ma:-15165.05 loss:85.32 fps:234.4 +frame:1.33e+06 wall_t:5673 t:83125 epi:nan +opt_step:82500 lr:0.0003 alpha:0.006738 +2026-02-11 01:41:54 | INFO | PID:1417 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-16205.21 total_reward_ma:-15161.68 loss:86.73 fps:234.4 +frame:1.34e+06 wall_t:5716 t:83750 epi:nan +opt_step:83125 lr:0.0003 alpha:0.006738 +2026-02-11 01:42:38 | INFO | PID:1417 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-16240.03 total_reward_ma:-15159.52 loss:85.74 fps:234.3 +frame:1.35e+06 wall_t:5761 t:84375 epi:nan +opt_step:83750 lr:0.0003 alpha:0.006738 +2026-02-11 01:43:23 | INFO | PID:1417 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-16226.88 total_reward_ma:-15156.71 loss:85.67 fps:234.3 +frame:1.36e+06 wall_t:5805 t:85000 epi:nan +opt_step:84375 lr:0.0003 alpha:0.006738 +2026-02-11 01:44:08 | INFO | PID:1417 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-16338.36 total_reward_ma:-15155.21 loss:86.84 fps:234.1 +frame:1.37e+06 wall_t:5851 t:85625 epi:nan +opt_step:85000 lr:0.0003 alpha:0.006738 +2026-02-11 01:44:53 | INFO | PID:1417 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-16339.29 total_reward_ma:-15153.17 loss:87.17 fps:234.1 +frame:1.38e+06 wall_t:5896 t:86250 epi:nan +opt_step:85625 lr:0.0003 alpha:0.006738 +2026-02-11 01:45:38 | INFO | PID:1417 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-16289.82 total_reward_ma:-15150.94 loss:86.92 fps:234 +frame:1.39e+06 wall_t:5941 t:86875 epi:nan +opt_step:86250 lr:0.0003 alpha:0.006738 +2026-02-11 01:46:22 | INFO | PID:1417 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-16335.91 total_reward_ma:-15147.18 loss:87.15 fps:234 +frame:1.40e+06 wall_t:5984 t:87500 epi:nan +opt_step:86875 lr:0.0003 alpha:0.006738 +2026-02-11 01:47:04 | INFO | PID:1417 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-16273.45 total_reward_ma:-15143.55 loss:87.15 fps:234 +frame:1.41e+06 wall_t:6026 t:88125 epi:nan +opt_step:87500 lr:0.0003 alpha:0.006738 +2026-02-11 01:47:48 | INFO | PID:1417 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-16304.77 total_reward_ma:-15141.01 loss:87.15 fps:233.9 +frame:1.42e+06 wall_t:6071 t:88750 epi:nan +opt_step:88125 lr:0.0003 alpha:0.006738 +2026-02-11 01:48:32 | INFO | PID:1417 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-16399.44 total_reward_ma:-15139.88 loss:87.63 fps:233.9 +frame:1.43e+06 wall_t:6114 t:89375 epi:nan +opt_step:88750 lr:0.0003 alpha:0.006738 +2026-02-11 01:49:14 | INFO | PID:1417 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-16301.70 total_reward_ma:-15138.20 loss:87.9 fps:233.9 +frame:1.44e+06 wall_t:6157 t:90000 epi:nan +opt_step:89375 lr:0.0003 alpha:0.006738 +2026-02-11 01:49:57 | INFO | PID:1417 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-16246.35 total_reward_ma:-15136.97 loss:88.16 fps:233.9 +frame:1.45e+06 wall_t:6200 t:90625 epi:nan +opt_step:90000 lr:0.0003 alpha:0.006738 +2026-02-11 01:50:38 | INFO | PID:1417 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-16312.13 total_reward_ma:-15136.18 loss:88.94 fps:233.9 +frame:1.46e+06 wall_t:6241 t:91250 epi:nan +opt_step:90625 lr:0.0003 alpha:0.006738 +2026-02-11 01:51:20 | INFO | PID:1417 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-16371.98 total_reward_ma:-15134.57 loss:88.31 fps:234 +frame:1.47e+06 wall_t:6283 t:91875 epi:nan +opt_step:91250 lr:0.0003 alpha:0.006738 +2026-02-11 01:52:01 | INFO | PID:1417 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-16411.48 total_reward_ma:-15133.31 loss:88.29 fps:234 +frame:1.48e+06 wall_t:6324 t:92500 epi:nan +opt_step:91875 lr:0.0003 alpha:0.006738 +2026-02-11 01:52:39 | INFO | PID:1417 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-16385.00 total_reward_ma:-15131.91 loss:88.73 fps:234.2 +frame:1.49e+06 wall_t:6362 t:93125 epi:nan +opt_step:92500 lr:0.0003 alpha:0.006738 +2026-02-11 01:53:20 | INFO | PID:1417 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-16505.40 total_reward_ma:-15132.27 loss:89.09 fps:234.3 +frame:1.50e+06 wall_t:6402 t:93750 epi:nan +opt_step:93125 lr:0.0003 alpha:0.006738 +2026-02-11 01:54:00 | INFO | PID:1417 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-16570.30 total_reward_ma:-15134.49 loss:89.23 fps:234.4 +frame:1.51e+06 wall_t:6443 t:94375 epi:nan +opt_step:93750 lr:0.0003 alpha:0.006738 +2026-02-11 01:54:38 | INFO | PID:1417 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-16517.76 total_reward_ma:-15136.39 loss:90.07 fps:234.5 +frame:1.52e+06 wall_t:6481 t:95000 epi:nan +opt_step:94375 lr:0.0003 alpha:0.006738 +2026-02-11 01:55:23 | INFO | PID:1417 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-16530.11 total_reward_ma:-15138.14 loss:89.32 fps:234.4 +frame:1.53e+06 wall_t:6526 t:95625 epi:nan +opt_step:95000 lr:0.0003 alpha:0.006738 +2026-02-11 01:56:04 | INFO | PID:1417 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-16469.62 total_reward_ma:-15139.43 loss:89.24 fps:234.5 +frame:1.54e+06 wall_t:6567 t:96250 epi:nan +opt_step:95625 lr:0.0003 alpha:0.006738 +2026-02-11 01:56:44 | INFO | PID:1417 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-16402.47 total_reward_ma:-15140.89 loss:89.62 fps:234.6 +frame:1.55e+06 wall_t:6607 t:96875 epi:nan +opt_step:96250 lr:0.0003 alpha:0.006738 +2026-02-11 01:57:21 | INFO | PID:1417 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-16470.88 total_reward_ma:-15141.71 loss:89.86 fps:234.8 +frame:1.56e+06 wall_t:6644 t:97500 epi:nan +opt_step:96875 lr:0.0003 alpha:0.006738 +2026-02-11 01:57:59 | INFO | PID:1417 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-16461.23 total_reward_ma:-15142.11 loss:90.23 fps:235 +frame:1.57e+06 wall_t:6682 t:98125 epi:nan +opt_step:97500 lr:0.0003 alpha:0.006738 +2026-02-11 01:58:39 | INFO | PID:1417 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-16389.59 total_reward_ma:-15142.47 loss:90.21 fps:235 +frame:1.58e+06 wall_t:6722 t:98750 epi:nan +opt_step:98125 lr:0.0003 alpha:0.006738 +2026-02-11 01:59:18 | INFO | PID:1417 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-16525.18 total_reward_ma:-15143.55 loss:90.78 fps:235.2 +frame:1.59e+06 wall_t:6761 t:99375 epi:nan +opt_step:98750 lr:0.0003 alpha:0.006738 +2026-02-11 01:59:59 | INFO | PID:1417 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-16452.31 total_reward_ma:-15143.81 loss:91.38 fps:235.2 +frame:1.60e+06 wall_t:6802 t:100000 epi:nan +opt_step:99375 lr:0.0003 alpha:0.006738 +2026-02-11 02:00:43 | INFO | PID:1417 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-16363.61 total_reward_ma:-15143.23 loss:91.08 fps:235.2 +frame:1.61e+06 wall_t:6845 t:100625 epi:nan +opt_step:100000 lr:0.0003 alpha:0.006738 +2026-02-11 02:01:23 | INFO | PID:1417 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-16364.17 total_reward_ma:-15143.24 loss:90.63 fps:235.3 +frame:1.62e+06 wall_t:6886 t:101250 epi:nan +opt_step:100625 lr:0.0003 alpha:0.006738 +2026-02-11 02:02:08 | INFO | PID:1417 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-16320.45 total_reward_ma:-15141.39 loss:90.83 fps:235.2 +frame:1.63e+06 wall_t:6931 t:101875 epi:nan +opt_step:101250 lr:0.0003 alpha:0.006738 +2026-02-11 02:02:46 | INFO | PID:1417 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-16389.73 total_reward_ma:-15143.69 loss:90.91 fps:235.3 +frame:1.64e+06 wall_t:6969 t:102500 epi:nan +opt_step:101875 lr:0.0003 alpha:0.006738 +2026-02-11 02:03:27 | INFO | PID:1417 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-16522.92 total_reward_ma:-15156.66 loss:90.79 fps:235.4 +frame:1.65e+06 wall_t:7010 t:103125 epi:nan +opt_step:102500 lr:0.0003 alpha:0.006738 +2026-02-11 02:04:10 | INFO | PID:1417 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-16515.50 total_reward_ma:-15183.70 loss:90.7 fps:235.4 +frame:1.66e+06 wall_t:7053 t:103750 epi:nan +opt_step:103125 lr:0.0003 alpha:0.006738 +2026-02-11 02:04:52 | INFO | PID:1417 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-16519.03 total_reward_ma:-15223.21 loss:91.74 fps:235.4 +frame:1.67e+06 wall_t:7095 t:104375 epi:nan +opt_step:103750 lr:0.0003 alpha:0.006738 +2026-02-11 02:05:35 | INFO | PID:1417 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-16435.51 total_reward_ma:-15276.35 loss:91.31 fps:235.4 +frame:1.68e+06 wall_t:7137 t:105000 epi:nan +opt_step:104375 lr:0.0003 alpha:0.006738 +2026-02-11 02:06:18 | INFO | PID:1417 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-16405.04 total_reward_ma:-15338.22 loss:91.54 fps:235.3 +frame:1.69e+06 wall_t:7181 t:105625 epi:nan +opt_step:105000 lr:0.0003 alpha:0.006738 +2026-02-11 02:06:58 | INFO | PID:1417 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-16539.51 total_reward_ma:-15408.25 loss:91.54 fps:235.5 +frame:1.70e+06 wall_t:7220 t:106250 epi:nan +opt_step:105625 lr:0.0003 alpha:0.006738 +2026-02-11 02:07:40 | INFO | PID:1417 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-16552.51 total_reward_ma:-15472.11 loss:91.34 fps:235.4 +frame:1.71e+06 wall_t:7263 t:106875 epi:nan +opt_step:106250 lr:0.0003 alpha:0.006738 +2026-02-11 02:08:24 | INFO | PID:1417 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-16537.87 total_reward_ma:-15533.76 loss:91.25 fps:235.4 +frame:1.72e+06 wall_t:7306 t:107500 epi:nan +opt_step:106875 lr:0.0003 alpha:0.006738 +2026-02-11 02:09:08 | INFO | PID:1417 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-16737.52 total_reward_ma:-15591.21 loss:92.27 fps:235.4 +frame:1.73e+06 wall_t:7350 t:108125 epi:nan +opt_step:107500 lr:0.0003 alpha:0.006738 +2026-02-11 02:09:50 | INFO | PID:1417 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-16732.76 total_reward_ma:-15644.50 loss:92.53 fps:235.4 +frame:1.74e+06 wall_t:7393 t:108750 epi:nan +opt_step:108125 lr:0.0003 alpha:0.006738 +2026-02-11 02:10:29 | INFO | PID:1417 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-16591.97 total_reward_ma:-15690.87 loss:91.91 fps:235.5 +frame:1.75e+06 wall_t:7432 t:109375 epi:nan +opt_step:108750 lr:0.0003 alpha:0.006738 +2026-02-11 02:11:09 | INFO | PID:1417 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-16658.87 total_reward_ma:-15736.56 loss:91.96 fps:235.5 +frame:1.76e+06 wall_t:7472 t:110000 epi:nan +opt_step:109375 lr:0.0003 alpha:0.006738 +2026-02-11 02:11:51 | INFO | PID:1417 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-16605.29 total_reward_ma:-15782.45 loss:92.46 fps:235.6 +frame:1.77e+06 wall_t:7514 t:110625 epi:nan +opt_step:110000 lr:0.0003 alpha:0.006738 +2026-02-11 02:12:31 | INFO | PID:1417 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-16528.66 total_reward_ma:-15834.45 loss:91.64 fps:235.6 +frame:1.78e+06 wall_t:7554 t:111250 epi:nan +opt_step:110625 lr:0.0003 alpha:0.006738 +2026-02-11 02:13:12 | INFO | PID:1417 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-16611.91 total_reward_ma:-15887.28 loss:91.97 fps:235.7 +frame:1.79e+06 wall_t:7594 t:111875 epi:nan +opt_step:111250 lr:0.0003 alpha:0.006738 +2026-02-11 02:13:52 | INFO | PID:1417 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-16663.20 total_reward_ma:-15944.07 loss:92.91 fps:235.8 +frame:1.80e+06 wall_t:7635 t:112500 epi:nan +opt_step:111875 lr:0.0003 alpha:0.006738 +2026-02-11 02:14:32 | INFO | PID:1417 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-16690.57 total_reward_ma:-16002.52 loss:92.42 fps:235.8 +frame:1.81e+06 wall_t:7675 t:113125 epi:nan +opt_step:112500 lr:0.0003 alpha:0.006738 +2026-02-11 02:15:14 | INFO | PID:1417 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-16785.82 total_reward_ma:-16062.61 loss:92.44 fps:235.9 +frame:1.82e+06 wall_t:7716 t:113750 epi:nan +opt_step:113125 lr:0.0003 alpha:0.006738 +2026-02-11 02:15:56 | INFO | PID:1417 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-16717.71 total_reward_ma:-16121.03 loss:92.94 fps:235.9 +frame:1.83e+06 wall_t:7759 t:114375 epi:nan +opt_step:113750 lr:0.0003 alpha:0.006738 +2026-02-11 02:16:38 | INFO | PID:1417 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-16579.27 total_reward_ma:-16174.56 loss:92.1 fps:235.9 +frame:1.84e+06 wall_t:7801 t:115000 epi:nan +opt_step:114375 lr:0.0003 alpha:0.006738 +2026-02-11 02:17:21 | INFO | PID:1417 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-16474.18 total_reward_ma:-16218.44 loss:92.46 fps:235.9 +frame:1.85e+06 wall_t:7843 t:115625 epi:nan +opt_step:115000 lr:0.0003 alpha:0.006738 +2026-02-11 02:18:02 | INFO | PID:1417 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-16419.27 total_reward_ma:-16259.33 loss:93.32 fps:235.9 +frame:1.86e+06 wall_t:7885 t:116250 epi:nan +opt_step:115625 lr:0.0003 alpha:0.006738 +2026-02-11 02:18:45 | INFO | PID:1417 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-16528.57 total_reward_ma:-16296.29 loss:92.87 fps:235.9 +frame:1.87e+06 wall_t:7928 t:116875 epi:nan +opt_step:116250 lr:0.0003 alpha:0.006738 +2026-02-11 02:19:29 | INFO | PID:1417 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-16463.49 total_reward_ma:-16328.33 loss:92.84 fps:235.8 +frame:1.88e+06 wall_t:7972 t:117500 epi:nan +opt_step:116875 lr:0.0003 alpha:0.006738 +2026-02-11 02:20:12 | INFO | PID:1417 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-16420.67 total_reward_ma:-16357.06 loss:92.64 fps:235.8 +frame:1.89e+06 wall_t:8015 t:118125 epi:nan +opt_step:117500 lr:0.0003 alpha:0.006738 +2026-02-11 02:20:55 | INFO | PID:1417 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-16432.21 total_reward_ma:-16380.19 loss:92.5 fps:235.8 +frame:1.90e+06 wall_t:8058 t:118750 epi:nan +opt_step:118125 lr:0.0003 alpha:0.006738 +2026-02-11 02:21:38 | INFO | PID:1417 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-16513.97 total_reward_ma:-16401.65 loss:92.69 fps:235.8 +frame:1.91e+06 wall_t:8101 t:119375 epi:nan +opt_step:118750 lr:0.0003 alpha:0.006738 +2026-02-11 02:22:21 | INFO | PID:1417 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-16525.19 total_reward_ma:-16418.93 loss:92.92 fps:235.8 +frame:1.92e+06 wall_t:8144 t:120000 epi:nan +opt_step:119375 lr:0.0003 alpha:0.006738 +2026-02-11 02:23:03 | INFO | PID:1417 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-16506.32 total_reward_ma:-16431.72 loss:92.98 fps:235.8 +frame:1.93e+06 wall_t:8186 t:120625 epi:nan +opt_step:120000 lr:0.0003 alpha:0.006738 +2026-02-11 02:23:44 | INFO | PID:1417 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-16487.72 total_reward_ma:-16440.06 loss:92.94 fps:235.8 +frame:1.94e+06 wall_t:8227 t:121250 epi:nan +opt_step:120625 lr:0.0003 alpha:0.006738 +2026-02-11 02:24:28 | INFO | PID:1417 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-16443.34 total_reward_ma:-16443.13 loss:93.54 fps:235.8 +frame:1.95e+06 wall_t:8271 t:121875 epi:nan +opt_step:121250 lr:0.0003 alpha:0.006738 +2026-02-11 02:25:13 | INFO | PID:1417 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-16524.50 total_reward_ma:-16444.90 loss:92.59 fps:235.7 +frame:1.96e+06 wall_t:8316 t:122500 epi:nan +opt_step:121875 lr:0.0003 alpha:0.006738 +2026-02-11 02:25:59 | INFO | PID:1417 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-16605.54 total_reward_ma:-16447.65 loss:92.95 fps:235.6 +frame:1.97e+06 wall_t:8361 t:123125 epi:nan +opt_step:122500 lr:0.0003 alpha:0.006738 +2026-02-11 02:26:43 | INFO | PID:1417 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-16669.36 total_reward_ma:-16451.16 loss:93.04 fps:235.5 +frame:1.98e+06 wall_t:8406 t:123750 epi:nan +opt_step:123125 lr:0.0003 alpha:0.006738 +2026-02-11 02:27:19 | INFO | PID:1417 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-16640.57 total_reward_ma:-16453.97 loss:93.24 fps:235.7 +frame:1.99e+06 wall_t:8442 t:124375 epi:nan +opt_step:123750 lr:0.0003 alpha:0.006738 +2026-02-11 02:27:54 | INFO | PID:1417 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-16504.26 total_reward_ma:-16455.94 loss:93.18 fps:235.9 +frame:2.00e+06 wall_t:8477 t:125000 epi:nan +opt_step:124375 lr:0.0003 alpha:0.006738 +2026-02-11 02:27:55 | INFO | PID:1417 | slm_lab.lib.logger:info | Session 0 done diff --git a/data/sac_atari_skiing_2026_02_11_000629/log/sac_atari_skiing_t0_s1.log b/data/sac_atari_skiing_2026_02_11_000629/log/sac_atari_skiing_t0_s1.log new file mode 100644 index 0000000000000000000000000000000000000000..f176d7b6df21ea8eb2e609bf36e02caed99cd07b --- /dev/null +++ b/data/sac_atari_skiing_2026_02_11_000629/log/sac_atari_skiing_t0_s1.log @@ -0,0 +1,802 @@ +2026-02-11 00:06:34 | INFO | PID:1418 | slm_lab.env:_make_vector_env | AtariVectorEnv: 16 envs, native preprocessing +2026-02-11 00:08:32 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:nan total_reward_ma:nan loss:nan fps:86.96 +frame:1.00e+04 wall_t:115 t:625 epi:nan +opt_step:0 lr:0.0003 alpha:1 +2026-02-11 00:09:16 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-14970.86 total_reward_ma:-14970.86 loss:1.457 fps:126.6 +frame:2.00e+04 wall_t:158 t:1250 epi:nan +opt_step:625 lr:0.0003 alpha:0.8398 +2026-02-11 00:09:57 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-15990.33 total_reward_ma:-15480.60 loss:2.067 fps:150 +frame:3.00e+04 wall_t:200 t:1875 epi:nan +opt_step:1250 lr:0.0003 alpha:0.7102 +2026-02-11 00:10:43 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-15710.73 total_reward_ma:-15557.31 loss:3.046 fps:162.6 +frame:4.00e+04 wall_t:246 t:2500 epi:nan +opt_step:1875 lr:0.0003 alpha:0.6062 +2026-02-11 00:11:27 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-16021.54 total_reward_ma:-15673.37 loss:4.234 fps:172.4 +frame:5.00e+04 wall_t:290 t:3125 epi:nan +opt_step:2500 lr:0.0003 alpha:0.5208 +2026-02-11 00:12:14 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-15973.83 total_reward_ma:-15733.46 loss:5.728 fps:178 +frame:6.00e+04 wall_t:337 t:3750 epi:nan +opt_step:3125 lr:0.0003 alpha:0.4494 +2026-02-11 00:12:56 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-15967.73 total_reward_ma:-15772.50 loss:7.179 fps:184.7 +frame:7.00e+04 wall_t:379 t:4375 epi:nan +opt_step:3750 lr:0.0003 alpha:0.3891 +2026-02-11 00:13:42 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-16041.93 total_reward_ma:-15810.99 loss:8.923 fps:188.2 +frame:8.00e+04 wall_t:425 t:5000 epi:nan +opt_step:4375 lr:0.0003 alpha:0.3376 +2026-02-11 00:14:26 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-16157.48 total_reward_ma:-15854.30 loss:10.84 fps:191.9 +frame:9.00e+04 wall_t:469 t:5625 epi:nan +opt_step:5000 lr:0.0003 alpha:0.2933 +2026-02-11 00:15:12 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-16179.09 total_reward_ma:-15890.39 loss:12.68 fps:194.2 +frame:1.00e+05 wall_t:515 t:6250 epi:nan +opt_step:5625 lr:0.0003 alpha:0.2551 +2026-02-11 00:15:59 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-16265.95 total_reward_ma:-15927.95 loss:14.44 fps:195.7 +frame:1.10e+05 wall_t:562 t:6875 epi:nan +opt_step:6250 lr:0.0003 alpha:0.2221 +2026-02-11 00:16:40 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-16193.00 total_reward_ma:-15952.04 loss:16.1 fps:199 +frame:1.20e+05 wall_t:603 t:7500 epi:nan +opt_step:6875 lr:0.0003 alpha:0.1935 +2026-02-11 00:17:22 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-16234.50 total_reward_ma:-15975.58 loss:18.11 fps:201.9 +frame:1.30e+05 wall_t:644 t:8125 epi:nan +opt_step:7500 lr:0.0003 alpha:0.1686 +2026-02-11 00:18:06 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-16277.13 total_reward_ma:-15998.78 loss:19.92 fps:203.2 +frame:1.40e+05 wall_t:689 t:8750 epi:nan +opt_step:8125 lr:0.0003 alpha:0.147 +2026-02-11 00:18:47 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-16254.22 total_reward_ma:-16017.02 loss:21.88 fps:205.5 +frame:1.50e+05 wall_t:730 t:9375 epi:nan +opt_step:8750 lr:0.0003 alpha:0.1282 +2026-02-11 00:19:31 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-16380.65 total_reward_ma:-16041.27 loss:23.48 fps:206.7 +frame:1.60e+05 wall_t:774 t:10000 epi:nan +opt_step:9375 lr:0.0003 alpha:0.1118 +2026-02-11 00:20:14 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-16297.03 total_reward_ma:-16057.25 loss:25.51 fps:208.1 +frame:1.70e+05 wall_t:817 t:10625 epi:nan +opt_step:10000 lr:0.0003 alpha:0.09752 +2026-02-11 00:20:58 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-16374.13 total_reward_ma:-16075.89 loss:27.63 fps:209.1 +frame:1.80e+05 wall_t:861 t:11250 epi:nan +opt_step:10625 lr:0.0003 alpha:0.0851 +2026-02-11 00:21:38 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-16338.78 total_reward_ma:-16090.50 loss:29.1 fps:210.9 +frame:1.90e+05 wall_t:901 t:11875 epi:nan +opt_step:11250 lr:0.0003 alpha:0.07428 +2026-02-11 00:22:22 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-16400.20 total_reward_ma:-16106.80 loss:31.03 fps:211.6 +frame:2.00e+05 wall_t:945 t:12500 epi:nan +opt_step:11875 lr:0.0003 alpha:0.06492 +2026-02-11 00:23:02 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-16402.78 total_reward_ma:-16121.60 loss:32.95 fps:213.4 +frame:2.10e+05 wall_t:984 t:13125 epi:nan +opt_step:12500 lr:0.0003 alpha:0.05667 +2026-02-11 00:23:44 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-16476.81 total_reward_ma:-16138.51 loss:34.62 fps:214.2 +frame:2.20e+05 wall_t:1027 t:13750 epi:nan +opt_step:13125 lr:0.0003 alpha:0.0495 +2026-02-11 00:24:28 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-16355.56 total_reward_ma:-16148.38 loss:36.6 fps:214.8 +frame:2.30e+05 wall_t:1071 t:14375 epi:nan +opt_step:13750 lr:0.0003 alpha:0.04323 +2026-02-11 00:25:11 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-16368.47 total_reward_ma:-16157.95 loss:38 fps:215.6 +frame:2.40e+05 wall_t:1113 t:15000 epi:nan +opt_step:14375 lr:0.0003 alpha:0.03778 +2026-02-11 00:25:51 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-16355.46 total_reward_ma:-16166.18 loss:39.42 fps:216.6 +frame:2.50e+05 wall_t:1154 t:15625 epi:nan +opt_step:15000 lr:0.0003 alpha:0.03303 +2026-02-11 00:26:35 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-16431.82 total_reward_ma:-16176.80 loss:41.2 fps:217.2 +frame:2.60e+05 wall_t:1197 t:16250 epi:nan +opt_step:15625 lr:0.0003 alpha:0.02888 +2026-02-11 00:27:19 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-16487.19 total_reward_ma:-16188.74 loss:42.86 fps:217.6 +frame:2.70e+05 wall_t:1241 t:16875 epi:nan +opt_step:16250 lr:0.0003 alpha:0.02525 +2026-02-11 00:28:01 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-16431.94 total_reward_ma:-16197.75 loss:44.41 fps:218.1 +frame:2.80e+05 wall_t:1284 t:17500 epi:nan +opt_step:16875 lr:0.0003 alpha:0.0221 +2026-02-11 00:28:45 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-16397.28 total_reward_ma:-16204.87 loss:45.84 fps:218.5 +frame:2.90e+05 wall_t:1327 t:18125 epi:nan +opt_step:17500 lr:0.0003 alpha:0.01933 +2026-02-11 00:29:25 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-16324.98 total_reward_ma:-16209.01 loss:47.29 fps:219.3 +frame:3.00e+05 wall_t:1368 t:18750 epi:nan +opt_step:18125 lr:0.0003 alpha:0.01692 +2026-02-11 00:30:08 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-16428.94 total_reward_ma:-16216.34 loss:48.7 fps:219.9 +frame:3.10e+05 wall_t:1410 t:19375 epi:nan +opt_step:18750 lr:0.0003 alpha:0.01481 +2026-02-11 00:30:49 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-16466.59 total_reward_ma:-16224.42 loss:49.81 fps:220.4 +frame:3.20e+05 wall_t:1452 t:20000 epi:nan +opt_step:19375 lr:0.0003 alpha:0.01297 +2026-02-11 00:31:29 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-16467.41 total_reward_ma:-16232.01 loss:51.17 fps:221.2 +frame:3.30e+05 wall_t:1492 t:20625 epi:nan +opt_step:20000 lr:0.0003 alpha:0.01137 +2026-02-11 00:32:11 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-16532.22 total_reward_ma:-16241.11 loss:52.9 fps:221.6 +frame:3.40e+05 wall_t:1534 t:21250 epi:nan +opt_step:20625 lr:0.0003 alpha:0.009964 +2026-02-11 00:32:54 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-16579.88 total_reward_ma:-16251.07 loss:53.63 fps:221.9 +frame:3.50e+05 wall_t:1577 t:21875 epi:nan +opt_step:21250 lr:0.0003 alpha:0.008739 +2026-02-11 00:33:35 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-16523.18 total_reward_ma:-16258.85 loss:54.78 fps:222.5 +frame:3.60e+05 wall_t:1618 t:22500 epi:nan +opt_step:21875 lr:0.0003 alpha:0.007667 +2026-02-11 00:34:17 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-16586.54 total_reward_ma:-16267.95 loss:56.11 fps:222.9 +frame:3.70e+05 wall_t:1660 t:23125 epi:nan +opt_step:22500 lr:0.0003 alpha:0.006738 +2026-02-11 00:35:00 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-16560.33 total_reward_ma:-16275.85 loss:57.1 fps:223.3 +frame:3.80e+05 wall_t:1702 t:23750 epi:nan +opt_step:23125 lr:0.0003 alpha:0.006738 +2026-02-11 00:35:42 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-16467.10 total_reward_ma:-16280.88 loss:58.21 fps:223.5 +frame:3.90e+05 wall_t:1745 t:24375 epi:nan +opt_step:23750 lr:0.0003 alpha:0.006738 +2026-02-11 00:36:25 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-16463.66 total_reward_ma:-16285.57 loss:59.35 fps:223.7 +frame:4.00e+05 wall_t:1788 t:25000 epi:nan +opt_step:24375 lr:0.0003 alpha:0.006738 +2026-02-11 00:37:07 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-16493.28 total_reward_ma:-16290.76 loss:60.25 fps:224 +frame:4.10e+05 wall_t:1830 t:25625 epi:nan +opt_step:25000 lr:0.0003 alpha:0.006738 +2026-02-11 00:37:50 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-16532.60 total_reward_ma:-16296.66 loss:61.28 fps:224.2 +frame:4.20e+05 wall_t:1873 t:26250 epi:nan +opt_step:25625 lr:0.0003 alpha:0.006738 +2026-02-11 00:38:31 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-16497.29 total_reward_ma:-16301.44 loss:62.81 fps:224.7 +frame:4.30e+05 wall_t:1914 t:26875 epi:nan +opt_step:26250 lr:0.0003 alpha:0.006738 +2026-02-11 00:39:14 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-16539.95 total_reward_ma:-16306.99 loss:63.05 fps:224.8 +frame:4.40e+05 wall_t:1957 t:27500 epi:nan +opt_step:26875 lr:0.0003 alpha:0.006738 +2026-02-11 00:39:56 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-16420.45 total_reward_ma:-16309.56 loss:64.01 fps:225.1 +frame:4.50e+05 wall_t:1999 t:28125 epi:nan +opt_step:27500 lr:0.0003 alpha:0.006738 +2026-02-11 00:40:38 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-16243.74 total_reward_ma:-16308.10 loss:64.97 fps:225.4 +frame:4.60e+05 wall_t:2041 t:28750 epi:nan +opt_step:28125 lr:0.0003 alpha:0.006738 +2026-02-11 00:41:20 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-16200.06 total_reward_ma:-16305.75 loss:65.64 fps:225.6 +frame:4.70e+05 wall_t:2083 t:29375 epi:nan +opt_step:28750 lr:0.0003 alpha:0.006738 +2026-02-11 00:42:03 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-16243.26 total_reward_ma:-16304.42 loss:66.52 fps:225.9 +frame:4.80e+05 wall_t:2125 t:30000 epi:nan +opt_step:29375 lr:0.0003 alpha:0.006738 +2026-02-11 00:42:46 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-16309.67 total_reward_ma:-16304.53 loss:67.36 fps:226 +frame:4.90e+05 wall_t:2168 t:30625 epi:nan +opt_step:30000 lr:0.0003 alpha:0.006738 +2026-02-11 00:43:27 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-16250.77 total_reward_ma:-16303.43 loss:67.98 fps:226.2 +frame:5.00e+05 wall_t:2210 t:31250 epi:nan +opt_step:30625 lr:0.0003 alpha:0.006738 +2026-02-11 00:44:11 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-16254.11 total_reward_ma:-16302.45 loss:68.77 fps:226.3 +frame:5.10e+05 wall_t:2254 t:31875 epi:nan +opt_step:31250 lr:0.0003 alpha:0.006738 +2026-02-11 00:44:51 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-16298.98 total_reward_ma:-16302.38 loss:70.1 fps:226.7 +frame:5.20e+05 wall_t:2294 t:32500 epi:nan +opt_step:31875 lr:0.0003 alpha:0.006738 +2026-02-11 00:45:32 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-16307.67 total_reward_ma:-16302.48 loss:70.16 fps:227.1 +frame:5.30e+05 wall_t:2334 t:33125 epi:nan +opt_step:32500 lr:0.0003 alpha:0.006738 +2026-02-11 00:46:13 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-16360.74 total_reward_ma:-16303.58 loss:70.86 fps:227.3 +frame:5.40e+05 wall_t:2376 t:33750 epi:nan +opt_step:33125 lr:0.0003 alpha:0.006738 +2026-02-11 00:46:56 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-16401.49 total_reward_ma:-16305.40 loss:71.57 fps:227.4 +frame:5.50e+05 wall_t:2419 t:34375 epi:nan +opt_step:33750 lr:0.0003 alpha:0.006738 +2026-02-11 00:47:37 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-16326.75 total_reward_ma:-16305.78 loss:72.14 fps:227.7 +frame:5.60e+05 wall_t:2459 t:35000 epi:nan +opt_step:34375 lr:0.0003 alpha:0.006738 +2026-02-11 00:48:15 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-16304.88 total_reward_ma:-16305.77 loss:72.67 fps:228.2 +frame:5.70e+05 wall_t:2498 t:35625 epi:nan +opt_step:35000 lr:0.0003 alpha:0.006738 +2026-02-11 00:48:56 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-16378.02 total_reward_ma:-16307.04 loss:73.45 fps:228.4 +frame:5.80e+05 wall_t:2539 t:36250 epi:nan +opt_step:35625 lr:0.0003 alpha:0.006738 +2026-02-11 00:49:39 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-16435.10 total_reward_ma:-16309.24 loss:74.34 fps:228.5 +frame:5.90e+05 wall_t:2582 t:36875 epi:nan +opt_step:36250 lr:0.0003 alpha:0.006738 +2026-02-11 00:50:20 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-16483.78 total_reward_ma:-16312.20 loss:74.41 fps:228.7 +frame:6.00e+05 wall_t:2623 t:37500 epi:nan +opt_step:36875 lr:0.0003 alpha:0.006738 +2026-02-11 00:51:04 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-16458.03 total_reward_ma:-16314.63 loss:75.08 fps:228.8 +frame:6.10e+05 wall_t:2666 t:38125 epi:nan +opt_step:37500 lr:0.0003 alpha:0.006738 +2026-02-11 00:51:44 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-16586.50 total_reward_ma:-16319.09 loss:75.38 fps:229 +frame:6.20e+05 wall_t:2707 t:38750 epi:nan +opt_step:38125 lr:0.0003 alpha:0.006738 +2026-02-11 00:52:23 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-16548.94 total_reward_ma:-16322.79 loss:75.98 fps:229.4 +frame:6.30e+05 wall_t:2746 t:39375 epi:nan +opt_step:38750 lr:0.0003 alpha:0.006738 +2026-02-11 00:53:04 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-16541.84 total_reward_ma:-16326.27 loss:77.65 fps:229.6 +frame:6.40e+05 wall_t:2787 t:40000 epi:nan +opt_step:39375 lr:0.0003 alpha:0.006738 +2026-02-11 00:53:47 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-16518.20 total_reward_ma:-16329.27 loss:76.9 fps:229.7 +frame:6.50e+05 wall_t:2830 t:40625 epi:nan +opt_step:40000 lr:0.0003 alpha:0.006738 +2026-02-11 00:54:27 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-16548.83 total_reward_ma:-16332.65 loss:77.4 fps:230 +frame:6.60e+05 wall_t:2870 t:41250 epi:nan +opt_step:40625 lr:0.0003 alpha:0.006738 +2026-02-11 00:55:08 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-16527.43 total_reward_ma:-16335.60 loss:77.93 fps:230.2 +frame:6.70e+05 wall_t:2911 t:41875 epi:nan +opt_step:41250 lr:0.0003 alpha:0.006738 +2026-02-11 00:55:52 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-16503.72 total_reward_ma:-16338.11 loss:78.19 fps:230.2 +frame:6.80e+05 wall_t:2954 t:42500 epi:nan +opt_step:41875 lr:0.0003 alpha:0.006738 +2026-02-11 00:56:35 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-16480.14 total_reward_ma:-16340.20 loss:78.68 fps:230.2 +frame:6.90e+05 wall_t:2998 t:43125 epi:nan +opt_step:42500 lr:0.0003 alpha:0.006738 +2026-02-11 00:57:19 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-16519.89 total_reward_ma:-16342.80 loss:79.83 fps:230.2 +frame:7.00e+05 wall_t:3041 t:43750 epi:nan +opt_step:43125 lr:0.0003 alpha:0.006738 +2026-02-11 00:58:03 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-16470.21 total_reward_ma:-16344.62 loss:79.37 fps:230.1 +frame:7.10e+05 wall_t:3085 t:44375 epi:nan +opt_step:43750 lr:0.0003 alpha:0.006738 +2026-02-11 00:58:47 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-16505.24 total_reward_ma:-16346.88 loss:79.87 fps:230 +frame:7.20e+05 wall_t:3130 t:45000 epi:nan +opt_step:44375 lr:0.0003 alpha:0.006738 +2026-02-11 00:59:32 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-16435.48 total_reward_ma:-16348.11 loss:80.41 fps:230 +frame:7.30e+05 wall_t:3174 t:45625 epi:nan +opt_step:45000 lr:0.0003 alpha:0.006738 +2026-02-11 01:00:16 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-16334.74 total_reward_ma:-16347.93 loss:80.54 fps:230 +frame:7.40e+05 wall_t:3218 t:46250 epi:nan +opt_step:45625 lr:0.0003 alpha:0.006738 +2026-02-11 01:00:58 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-16314.68 total_reward_ma:-16347.48 loss:80.97 fps:230 +frame:7.50e+05 wall_t:3261 t:46875 epi:nan +opt_step:46250 lr:0.0003 alpha:0.006738 +2026-02-11 01:01:39 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-16311.15 total_reward_ma:-16347.00 loss:81.35 fps:230.2 +frame:7.60e+05 wall_t:3301 t:47500 epi:nan +opt_step:46875 lr:0.0003 alpha:0.006738 +2026-02-11 01:02:22 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-16320.51 total_reward_ma:-16346.65 loss:81.56 fps:230.3 +frame:7.70e+05 wall_t:3344 t:48125 epi:nan +opt_step:47500 lr:0.0003 alpha:0.006738 +2026-02-11 01:02:59 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-16310.63 total_reward_ma:-16346.18 loss:82 fps:230.6 +frame:7.80e+05 wall_t:3382 t:48750 epi:nan +opt_step:48125 lr:0.0003 alpha:0.006738 +2026-02-11 01:03:39 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-16277.35 total_reward_ma:-16345.30 loss:82.47 fps:230.9 +frame:7.90e+05 wall_t:3421 t:49375 epi:nan +opt_step:48750 lr:0.0003 alpha:0.006738 +2026-02-11 01:04:20 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-16251.15 total_reward_ma:-16344.11 loss:82.51 fps:231 +frame:8.00e+05 wall_t:3463 t:50000 epi:nan +opt_step:49375 lr:0.0003 alpha:0.006738 +2026-02-11 01:05:03 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-16254.92 total_reward_ma:-16342.99 loss:82.91 fps:231 +frame:8.10e+05 wall_t:3506 t:50625 epi:nan +opt_step:50000 lr:0.0003 alpha:0.006738 +2026-02-11 01:05:42 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-16146.76 total_reward_ma:-16340.57 loss:83.33 fps:231.3 +frame:8.20e+05 wall_t:3545 t:51250 epi:nan +opt_step:50625 lr:0.0003 alpha:0.006738 +2026-02-11 01:06:24 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-16145.91 total_reward_ma:-16338.20 loss:83.38 fps:231.5 +frame:8.30e+05 wall_t:3586 t:51875 epi:nan +opt_step:51250 lr:0.0003 alpha:0.006738 +2026-02-11 01:07:05 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-16105.44 total_reward_ma:-16335.39 loss:83.75 fps:231.5 +frame:8.40e+05 wall_t:3628 t:52500 epi:nan +opt_step:51875 lr:0.0003 alpha:0.006738 +2026-02-11 01:07:48 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-16057.85 total_reward_ma:-16332.09 loss:84.72 fps:231.6 +frame:8.50e+05 wall_t:3670 t:53125 epi:nan +opt_step:52500 lr:0.0003 alpha:0.006738 +2026-02-11 01:08:28 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-16039.32 total_reward_ma:-16328.64 loss:84.04 fps:231.7 +frame:8.60e+05 wall_t:3711 t:53750 epi:nan +opt_step:53125 lr:0.0003 alpha:0.006738 +2026-02-11 01:09:07 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-16200.35 total_reward_ma:-16327.15 loss:84.47 fps:232 +frame:8.70e+05 wall_t:3750 t:54375 epi:nan +opt_step:53750 lr:0.0003 alpha:0.006738 +2026-02-11 01:09:46 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-16231.46 total_reward_ma:-16326.05 loss:84.79 fps:232.3 +frame:8.80e+05 wall_t:3788 t:55000 epi:nan +opt_step:54375 lr:0.0003 alpha:0.006738 +2026-02-11 01:10:25 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-16178.48 total_reward_ma:-16324.38 loss:84.92 fps:232.5 +frame:8.90e+05 wall_t:3828 t:55625 epi:nan +opt_step:55000 lr:0.0003 alpha:0.006738 +2026-02-11 01:11:10 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-16205.81 total_reward_ma:-16323.04 loss:87.07 fps:232.4 +frame:9.00e+05 wall_t:3873 t:56250 epi:nan +opt_step:55625 lr:0.0003 alpha:0.006738 +2026-02-11 01:11:54 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-16294.51 total_reward_ma:-16322.72 loss:85.49 fps:232.3 +frame:9.10e+05 wall_t:3917 t:56875 epi:nan +opt_step:56250 lr:0.0003 alpha:0.006738 +2026-02-11 01:12:34 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-16438.57 total_reward_ma:-16324.00 loss:85.55 fps:232.5 +frame:9.20e+05 wall_t:3957 t:57500 epi:nan +opt_step:56875 lr:0.0003 alpha:0.006738 +2026-02-11 01:13:15 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-16478.31 total_reward_ma:-16325.67 loss:85.8 fps:232.6 +frame:9.30e+05 wall_t:3998 t:58125 epi:nan +opt_step:57500 lr:0.0003 alpha:0.006738 +2026-02-11 01:13:55 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-16603.24 total_reward_ma:-16328.66 loss:86.79 fps:232.8 +frame:9.40e+05 wall_t:4038 t:58750 epi:nan +opt_step:58125 lr:0.0003 alpha:0.006738 +2026-02-11 01:14:36 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-16473.25 total_reward_ma:-16330.20 loss:86.73 fps:232.9 +frame:9.50e+05 wall_t:4079 t:59375 epi:nan +opt_step:58750 lr:0.0003 alpha:0.006738 +2026-02-11 01:15:18 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-16411.38 total_reward_ma:-16331.05 loss:86.95 fps:233 +frame:9.60e+05 wall_t:4121 t:60000 epi:nan +opt_step:59375 lr:0.0003 alpha:0.006738 +2026-02-11 01:15:58 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-16453.42 total_reward_ma:-16332.33 loss:86.65 fps:233.1 +frame:9.70e+05 wall_t:4161 t:60625 epi:nan +opt_step:60000 lr:0.0003 alpha:0.006738 +2026-02-11 01:16:38 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-16536.70 total_reward_ma:-16334.43 loss:86.66 fps:233.3 +frame:9.80e+05 wall_t:4201 t:61250 epi:nan +opt_step:60625 lr:0.0003 alpha:0.006738 +2026-02-11 01:17:16 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-16487.29 total_reward_ma:-16335.99 loss:86.85 fps:233.5 +frame:9.90e+05 wall_t:4239 t:61875 epi:nan +opt_step:61250 lr:0.0003 alpha:0.006738 +2026-02-11 01:17:57 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-16566.97 total_reward_ma:-16338.33 loss:87.7 fps:233.6 +frame:1.00e+06 wall_t:4280 t:62500 epi:nan +opt_step:61875 lr:0.0003 alpha:0.006738 +2026-02-11 01:18:39 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-16567.53 total_reward_ma:-16340.62 loss:87.03 fps:233.7 +frame:1.01e+06 wall_t:4322 t:63125 epi:nan +opt_step:62500 lr:0.0003 alpha:0.006738 +2026-02-11 01:19:20 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-16519.15 total_reward_ma:-16356.10 loss:87.33 fps:233.8 +frame:1.02e+06 wall_t:4363 t:63750 epi:nan +opt_step:63125 lr:0.0003 alpha:0.006738 +2026-02-11 01:19:59 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-16630.77 total_reward_ma:-16362.51 loss:87.67 fps:234 +frame:1.03e+06 wall_t:4401 t:64375 epi:nan +opt_step:63750 lr:0.0003 alpha:0.006738 +2026-02-11 01:20:40 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-16587.06 total_reward_ma:-16371.27 loss:87.58 fps:234.1 +frame:1.04e+06 wall_t:4443 t:65000 epi:nan +opt_step:64375 lr:0.0003 alpha:0.006738 +2026-02-11 01:21:22 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-16508.90 total_reward_ma:-16376.14 loss:87.83 fps:234.1 +frame:1.05e+06 wall_t:4485 t:65625 epi:nan +opt_step:65000 lr:0.0003 alpha:0.006738 +2026-02-11 01:22:04 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-16469.86 total_reward_ma:-16381.10 loss:88.75 fps:234.2 +frame:1.06e+06 wall_t:4527 t:66250 epi:nan +opt_step:65625 lr:0.0003 alpha:0.006738 +2026-02-11 01:22:45 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-16543.64 total_reward_ma:-16386.86 loss:88.68 fps:234.2 +frame:1.07e+06 wall_t:4568 t:66875 epi:nan +opt_step:66250 lr:0.0003 alpha:0.006738 +2026-02-11 01:23:26 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-16556.98 total_reward_ma:-16392.01 loss:88.21 fps:234.3 +frame:1.08e+06 wall_t:4609 t:67500 epi:nan +opt_step:66875 lr:0.0003 alpha:0.006738 +2026-02-11 01:24:08 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-16643.94 total_reward_ma:-16396.88 loss:88.52 fps:234.4 +frame:1.09e+06 wall_t:4651 t:68125 epi:nan +opt_step:67500 lr:0.0003 alpha:0.006738 +2026-02-11 01:24:50 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-16656.82 total_reward_ma:-16401.66 loss:88.35 fps:234.4 +frame:1.10e+06 wall_t:4692 t:68750 epi:nan +opt_step:68125 lr:0.0003 alpha:0.006738 +2026-02-11 01:25:31 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-16591.96 total_reward_ma:-16404.92 loss:88.48 fps:234.5 +frame:1.11e+06 wall_t:4734 t:69375 epi:nan +opt_step:68750 lr:0.0003 alpha:0.006738 +2026-02-11 01:26:10 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-16538.18 total_reward_ma:-16408.37 loss:88.82 fps:234.7 +frame:1.12e+06 wall_t:4772 t:70000 epi:nan +opt_step:69375 lr:0.0003 alpha:0.006738 +2026-02-11 01:26:52 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-16439.43 total_reward_ma:-16410.42 loss:88.67 fps:234.7 +frame:1.13e+06 wall_t:4815 t:70625 epi:nan +opt_step:70000 lr:0.0003 alpha:0.006738 +2026-02-11 01:27:30 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-16404.38 total_reward_ma:-16411.69 loss:88.94 fps:234.9 +frame:1.14e+06 wall_t:4853 t:71250 epi:nan +opt_step:70625 lr:0.0003 alpha:0.006738 +2026-02-11 01:28:12 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-16336.05 total_reward_ma:-16412.51 loss:89.19 fps:235 +frame:1.15e+06 wall_t:4894 t:71875 epi:nan +opt_step:71250 lr:0.0003 alpha:0.006738 +2026-02-11 01:28:51 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-16363.10 total_reward_ma:-16412.33 loss:89.09 fps:235.1 +frame:1.16e+06 wall_t:4934 t:72500 epi:nan +opt_step:71875 lr:0.0003 alpha:0.006738 +2026-02-11 01:29:34 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-16253.01 total_reward_ma:-16411.89 loss:89.19 fps:235.1 +frame:1.17e+06 wall_t:4977 t:73125 epi:nan +opt_step:72500 lr:0.0003 alpha:0.006738 +2026-02-11 01:30:14 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-16291.93 total_reward_ma:-16411.07 loss:89.44 fps:235.2 +frame:1.18e+06 wall_t:5017 t:73750 epi:nan +opt_step:73125 lr:0.0003 alpha:0.006738 +2026-02-11 01:30:55 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-16327.35 total_reward_ma:-16410.96 loss:89.33 fps:235.3 +frame:1.19e+06 wall_t:5058 t:74375 epi:nan +opt_step:73750 lr:0.0003 alpha:0.006738 +2026-02-11 01:31:38 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-16328.70 total_reward_ma:-16410.24 loss:89.46 fps:235.2 +frame:1.20e+06 wall_t:5101 t:75000 epi:nan +opt_step:74375 lr:0.0003 alpha:0.006738 +2026-02-11 01:32:20 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-16359.53 total_reward_ma:-16409.81 loss:90.38 fps:235.3 +frame:1.21e+06 wall_t:5143 t:75625 epi:nan +opt_step:75000 lr:0.0003 alpha:0.006738 +2026-02-11 01:33:01 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-16437.19 total_reward_ma:-16409.41 loss:89.62 fps:235.3 +frame:1.22e+06 wall_t:5184 t:76250 epi:nan +opt_step:75625 lr:0.0003 alpha:0.006738 +2026-02-11 01:33:42 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-16478.29 total_reward_ma:-16410.64 loss:89.7 fps:235.4 +frame:1.23e+06 wall_t:5225 t:76875 epi:nan +opt_step:76250 lr:0.0003 alpha:0.006738 +2026-02-11 01:34:22 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-16430.90 total_reward_ma:-16411.26 loss:90.56 fps:235.5 +frame:1.24e+06 wall_t:5265 t:77500 epi:nan +opt_step:76875 lr:0.0003 alpha:0.006738 +2026-02-11 01:35:05 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-16582.11 total_reward_ma:-16413.53 loss:89.8 fps:235.5 +frame:1.25e+06 wall_t:5308 t:78125 epi:nan +opt_step:77500 lr:0.0003 alpha:0.006738 +2026-02-11 01:35:45 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-16564.05 total_reward_ma:-16414.85 loss:90.65 fps:235.6 +frame:1.26e+06 wall_t:5347 t:78750 epi:nan +opt_step:78125 lr:0.0003 alpha:0.006738 +2026-02-11 01:36:26 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-16610.38 total_reward_ma:-16416.08 loss:90.18 fps:235.7 +frame:1.27e+06 wall_t:5389 t:79375 epi:nan +opt_step:78750 lr:0.0003 alpha:0.006738 +2026-02-11 01:37:06 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-16516.39 total_reward_ma:-16416.93 loss:90.15 fps:235.8 +frame:1.28e+06 wall_t:5428 t:80000 epi:nan +opt_step:79375 lr:0.0003 alpha:0.006738 +2026-02-11 01:37:47 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-16576.41 total_reward_ma:-16418.72 loss:90.24 fps:235.8 +frame:1.29e+06 wall_t:5470 t:80625 epi:nan +opt_step:80000 lr:0.0003 alpha:0.006738 +2026-02-11 01:38:28 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-16700.56 total_reward_ma:-16422.47 loss:90.49 fps:235.9 +frame:1.30e+06 wall_t:5510 t:81250 epi:nan +opt_step:80625 lr:0.0003 alpha:0.006738 +2026-02-11 01:39:07 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-16732.71 total_reward_ma:-16425.51 loss:91.03 fps:236 +frame:1.31e+06 wall_t:5550 t:81875 epi:nan +opt_step:81250 lr:0.0003 alpha:0.006738 +2026-02-11 01:39:45 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-16731.94 total_reward_ma:-16428.17 loss:90.45 fps:236.2 +frame:1.32e+06 wall_t:5588 t:82500 epi:nan +opt_step:81875 lr:0.0003 alpha:0.006738 +2026-02-11 01:40:22 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-16710.38 total_reward_ma:-16430.60 loss:90.62 fps:236.5 +frame:1.33e+06 wall_t:5624 t:83125 epi:nan +opt_step:82500 lr:0.0003 alpha:0.006738 +2026-02-11 01:40:58 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-16617.55 total_reward_ma:-16431.45 loss:90.48 fps:236.7 +frame:1.34e+06 wall_t:5661 t:83750 epi:nan +opt_step:83125 lr:0.0003 alpha:0.006738 +2026-02-11 01:41:38 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-16567.93 total_reward_ma:-16431.33 loss:90.57 fps:236.8 +frame:1.35e+06 wall_t:5700 t:84375 epi:nan +opt_step:83750 lr:0.0003 alpha:0.006738 +2026-02-11 01:42:20 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-16633.38 total_reward_ma:-16432.43 loss:90.71 fps:236.8 +frame:1.36e+06 wall_t:5743 t:85000 epi:nan +opt_step:84375 lr:0.0003 alpha:0.006738 +2026-02-11 01:43:02 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-16573.77 total_reward_ma:-16432.30 loss:90.66 fps:236.8 +frame:1.37e+06 wall_t:5785 t:85625 epi:nan +opt_step:85000 lr:0.0003 alpha:0.006738 +2026-02-11 01:43:43 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-16691.55 total_reward_ma:-16433.62 loss:90.71 fps:236.9 +frame:1.38e+06 wall_t:5826 t:86250 epi:nan +opt_step:85625 lr:0.0003 alpha:0.006738 +2026-02-11 01:44:22 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-16773.40 total_reward_ma:-16436.68 loss:90.98 fps:237 +frame:1.39e+06 wall_t:5865 t:86875 epi:nan +opt_step:86250 lr:0.0003 alpha:0.006738 +2026-02-11 01:45:00 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-16754.26 total_reward_ma:-16439.59 loss:90.78 fps:237.2 +frame:1.40e+06 wall_t:5903 t:87500 epi:nan +opt_step:86875 lr:0.0003 alpha:0.006738 +2026-02-11 01:45:38 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-16719.22 total_reward_ma:-16441.85 loss:90.85 fps:237.3 +frame:1.41e+06 wall_t:5941 t:88125 epi:nan +opt_step:87500 lr:0.0003 alpha:0.006738 +2026-02-11 01:46:19 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-16773.85 total_reward_ma:-16444.26 loss:90.99 fps:237.4 +frame:1.42e+06 wall_t:5981 t:88750 epi:nan +opt_step:88125 lr:0.0003 alpha:0.006738 +2026-02-11 01:46:58 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-16722.85 total_reward_ma:-16446.51 loss:91.58 fps:237.5 +frame:1.43e+06 wall_t:6021 t:89375 epi:nan +opt_step:88750 lr:0.0003 alpha:0.006738 +2026-02-11 01:47:38 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-16695.98 total_reward_ma:-16448.07 loss:91.06 fps:237.6 +frame:1.44e+06 wall_t:6061 t:90000 epi:nan +opt_step:89375 lr:0.0003 alpha:0.006738 +2026-02-11 01:48:19 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-16764.45 total_reward_ma:-16451.52 loss:91.19 fps:237.6 +frame:1.45e+06 wall_t:6102 t:90625 epi:nan +opt_step:90000 lr:0.0003 alpha:0.006738 +2026-02-11 01:49:02 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-16712.21 total_reward_ma:-16456.20 loss:91.07 fps:237.6 +frame:1.46e+06 wall_t:6145 t:91250 epi:nan +opt_step:90625 lr:0.0003 alpha:0.006738 +2026-02-11 01:49:46 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-16678.87 total_reward_ma:-16460.99 loss:91.19 fps:237.6 +frame:1.47e+06 wall_t:6188 t:91875 epi:nan +opt_step:91250 lr:0.0003 alpha:0.006738 +2026-02-11 01:50:27 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-16668.85 total_reward_ma:-16465.24 loss:91.31 fps:237.6 +frame:1.48e+06 wall_t:6230 t:92500 epi:nan +opt_step:91875 lr:0.0003 alpha:0.006738 +2026-02-11 01:51:09 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-16692.86 total_reward_ma:-16469.07 loss:91.2 fps:237.6 +frame:1.49e+06 wall_t:6272 t:93125 epi:nan +opt_step:92500 lr:0.0003 alpha:0.006738 +2026-02-11 01:51:52 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-16660.89 total_reward_ma:-16473.18 loss:91.34 fps:237.5 +frame:1.50e+06 wall_t:6315 t:93750 epi:nan +opt_step:93125 lr:0.0003 alpha:0.006738 +2026-02-11 01:52:35 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-16592.52 total_reward_ma:-16476.56 loss:91.49 fps:237.5 +frame:1.51e+06 wall_t:6358 t:94375 epi:nan +opt_step:93750 lr:0.0003 alpha:0.006738 +2026-02-11 01:53:18 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-16536.47 total_reward_ma:-16478.94 loss:91.31 fps:237.5 +frame:1.52e+06 wall_t:6401 t:95000 epi:nan +opt_step:94375 lr:0.0003 alpha:0.006738 +2026-02-11 01:54:02 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-16596.45 total_reward_ma:-16481.82 loss:91.39 fps:237.4 +frame:1.53e+06 wall_t:6444 t:95625 epi:nan +opt_step:95000 lr:0.0003 alpha:0.006738 +2026-02-11 01:54:44 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-16468.56 total_reward_ma:-16482.90 loss:91.58 fps:237.4 +frame:1.54e+06 wall_t:6487 t:96250 epi:nan +opt_step:95625 lr:0.0003 alpha:0.006738 +2026-02-11 01:55:26 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-16341.32 total_reward_ma:-16482.30 loss:91.41 fps:237.4 +frame:1.55e+06 wall_t:6529 t:96875 epi:nan +opt_step:96250 lr:0.0003 alpha:0.006738 +2026-02-11 01:56:08 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-16346.23 total_reward_ma:-16482.49 loss:91.66 fps:237.4 +frame:1.56e+06 wall_t:6571 t:97500 epi:nan +opt_step:96875 lr:0.0003 alpha:0.006738 +2026-02-11 01:56:52 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-16390.74 total_reward_ma:-16483.35 loss:91.68 fps:237.3 +frame:1.57e+06 wall_t:6615 t:98125 epi:nan +opt_step:97500 lr:0.0003 alpha:0.006738 +2026-02-11 01:57:37 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-16491.52 total_reward_ma:-16484.49 loss:92.27 fps:237.3 +frame:1.58e+06 wall_t:6659 t:98750 epi:nan +opt_step:98125 lr:0.0003 alpha:0.006738 +2026-02-11 01:58:20 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-16474.09 total_reward_ma:-16484.88 loss:91.65 fps:237.2 +frame:1.59e+06 wall_t:6703 t:99375 epi:nan +opt_step:98750 lr:0.0003 alpha:0.006738 +2026-02-11 01:59:05 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-16429.01 total_reward_ma:-16484.33 loss:92.52 fps:237.1 +frame:1.60e+06 wall_t:6747 t:100000 epi:nan +opt_step:99375 lr:0.0003 alpha:0.006738 +2026-02-11 01:59:46 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-16439.73 total_reward_ma:-16484.15 loss:92.35 fps:237.1 +frame:1.61e+06 wall_t:6789 t:100625 epi:nan +opt_step:100000 lr:0.0003 alpha:0.006738 +2026-02-11 02:00:29 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-16459.16 total_reward_ma:-16482.87 loss:91.81 fps:237.2 +frame:1.62e+06 wall_t:6831 t:101250 epi:nan +opt_step:100625 lr:0.0003 alpha:0.006738 +2026-02-11 02:01:13 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-16448.53 total_reward_ma:-16481.87 loss:92.02 fps:237.1 +frame:1.63e+06 wall_t:6876 t:101875 epi:nan +opt_step:101250 lr:0.0003 alpha:0.006738 +2026-02-11 02:01:57 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-16502.35 total_reward_ma:-16481.47 loss:93.24 fps:237 +frame:1.64e+06 wall_t:6920 t:102500 epi:nan +opt_step:101875 lr:0.0003 alpha:0.006738 +2026-02-11 02:02:42 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-16597.61 total_reward_ma:-16482.27 loss:92.62 fps:236.9 +frame:1.65e+06 wall_t:6965 t:103125 epi:nan +opt_step:102500 lr:0.0003 alpha:0.006738 +2026-02-11 02:03:24 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-16569.75 total_reward_ma:-16482.48 loss:92.1 fps:236.9 +frame:1.66e+06 wall_t:7007 t:103750 epi:nan +opt_step:103125 lr:0.0003 alpha:0.006738 +2026-02-11 02:04:06 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-16639.39 total_reward_ma:-16483.60 loss:92.62 fps:236.9 +frame:1.67e+06 wall_t:7048 t:104375 epi:nan +opt_step:103750 lr:0.0003 alpha:0.006738 +2026-02-11 02:04:47 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-16637.01 total_reward_ma:-16484.93 loss:92.7 fps:237 +frame:1.68e+06 wall_t:7090 t:105000 epi:nan +opt_step:104375 lr:0.0003 alpha:0.006738 +2026-02-11 02:05:27 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-16593.91 total_reward_ma:-16486.07 loss:92.17 fps:237 +frame:1.69e+06 wall_t:7130 t:105625 epi:nan +opt_step:105000 lr:0.0003 alpha:0.006738 +2026-02-11 02:06:07 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-16567.28 total_reward_ma:-16486.54 loss:92.85 fps:237.1 +frame:1.70e+06 wall_t:7170 t:106250 epi:nan +opt_step:105625 lr:0.0003 alpha:0.006738 +2026-02-11 02:06:47 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-16582.40 total_reward_ma:-16487.66 loss:92.1 fps:237.2 +frame:1.71e+06 wall_t:7210 t:106875 epi:nan +opt_step:106250 lr:0.0003 alpha:0.006738 +2026-02-11 02:07:29 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-16620.47 total_reward_ma:-16488.81 loss:92.34 fps:237.2 +frame:1.72e+06 wall_t:7252 t:107500 epi:nan +opt_step:106875 lr:0.0003 alpha:0.006738 +2026-02-11 02:08:09 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-16473.14 total_reward_ma:-16489.19 loss:92.2 fps:237.2 +frame:1.73e+06 wall_t:7292 t:108125 epi:nan +opt_step:107500 lr:0.0003 alpha:0.006738 +2026-02-11 02:08:49 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-16554.37 total_reward_ma:-16491.39 loss:92.38 fps:237.3 +frame:1.74e+06 wall_t:7332 t:108750 epi:nan +opt_step:108125 lr:0.0003 alpha:0.006738 +2026-02-11 02:09:31 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-16584.52 total_reward_ma:-16494.09 loss:92.47 fps:237.3 +frame:1.75e+06 wall_t:7374 t:109375 epi:nan +opt_step:108750 lr:0.0003 alpha:0.006738 +2026-02-11 02:10:13 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-16626.93 total_reward_ma:-16497.24 loss:92.26 fps:237.4 +frame:1.76e+06 wall_t:7415 t:110000 epi:nan +opt_step:109375 lr:0.0003 alpha:0.006738 +2026-02-11 02:10:52 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-16516.70 total_reward_ma:-16499.21 loss:92.39 fps:237.5 +frame:1.77e+06 wall_t:7454 t:110625 epi:nan +opt_step:110000 lr:0.0003 alpha:0.006738 +2026-02-11 02:11:34 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-16500.83 total_reward_ma:-16501.11 loss:93.26 fps:237.4 +frame:1.78e+06 wall_t:7497 t:111250 epi:nan +opt_step:110625 lr:0.0003 alpha:0.006738 +2026-02-11 02:12:17 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-16405.74 total_reward_ma:-16502.39 loss:92.43 fps:237.4 +frame:1.79e+06 wall_t:7540 t:111875 epi:nan +opt_step:111250 lr:0.0003 alpha:0.006738 +2026-02-11 02:13:00 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-16384.06 total_reward_ma:-16503.72 loss:92.59 fps:237.4 +frame:1.80e+06 wall_t:7583 t:112500 epi:nan +opt_step:111875 lr:0.0003 alpha:0.006738 +2026-02-11 02:13:43 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-16443.82 total_reward_ma:-16505.61 loss:92.58 fps:237.3 +frame:1.81e+06 wall_t:7626 t:113125 epi:nan +opt_step:112500 lr:0.0003 alpha:0.006738 +2026-02-11 02:14:25 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-16344.92 total_reward_ma:-16507.59 loss:92.53 fps:237.4 +frame:1.82e+06 wall_t:7668 t:113750 epi:nan +opt_step:113125 lr:0.0003 alpha:0.006738 +2026-02-11 02:15:09 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-16256.16 total_reward_ma:-16508.69 loss:92.54 fps:237.3 +frame:1.83e+06 wall_t:7711 t:114375 epi:nan +opt_step:113750 lr:0.0003 alpha:0.006738 +2026-02-11 02:15:51 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-16308.28 total_reward_ma:-16510.72 loss:92.63 fps:237.3 +frame:1.84e+06 wall_t:7754 t:115000 epi:nan +opt_step:114375 lr:0.0003 alpha:0.006738 +2026-02-11 02:16:30 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-16350.22 total_reward_ma:-16513.65 loss:92.56 fps:237.4 +frame:1.85e+06 wall_t:7793 t:115625 epi:nan +opt_step:115000 lr:0.0003 alpha:0.006738 +2026-02-11 02:17:11 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-16240.48 total_reward_ma:-16515.66 loss:92.68 fps:237.5 +frame:1.86e+06 wall_t:7833 t:116250 epi:nan +opt_step:115625 lr:0.0003 alpha:0.006738 +2026-02-11 02:17:53 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-16255.28 total_reward_ma:-16516.21 loss:93.43 fps:237.4 +frame:1.87e+06 wall_t:7876 t:116875 epi:nan +opt_step:116250 lr:0.0003 alpha:0.006738 +2026-02-11 02:18:37 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-16152.37 total_reward_ma:-16515.42 loss:92.61 fps:237.4 +frame:1.88e+06 wall_t:7919 t:117500 epi:nan +opt_step:116875 lr:0.0003 alpha:0.006738 +2026-02-11 02:19:19 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-16118.65 total_reward_ma:-16514.82 loss:92.73 fps:237.4 +frame:1.89e+06 wall_t:7962 t:118125 epi:nan +opt_step:117500 lr:0.0003 alpha:0.006738 +2026-02-11 02:20:00 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-16091.81 total_reward_ma:-16513.68 loss:92.78 fps:237.4 +frame:1.90e+06 wall_t:8003 t:118750 epi:nan +opt_step:118125 lr:0.0003 alpha:0.006738 +2026-02-11 02:20:42 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-16202.32 total_reward_ma:-16512.76 loss:92.66 fps:237.4 +frame:1.91e+06 wall_t:8044 t:119375 epi:nan +opt_step:118750 lr:0.0003 alpha:0.006738 +2026-02-11 02:21:21 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-16257.18 total_reward_ma:-16510.94 loss:92.71 fps:237.5 +frame:1.92e+06 wall_t:8084 t:120000 epi:nan +opt_step:119375 lr:0.0003 alpha:0.006738 +2026-02-11 02:22:03 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-16202.68 total_reward_ma:-16508.19 loss:93.53 fps:237.5 +frame:1.93e+06 wall_t:8126 t:120625 epi:nan +opt_step:120000 lr:0.0003 alpha:0.006738 +2026-02-11 02:22:45 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-16371.05 total_reward_ma:-16505.86 loss:92.63 fps:237.5 +frame:1.94e+06 wall_t:8168 t:121250 epi:nan +opt_step:120625 lr:0.0003 alpha:0.006738 +2026-02-11 02:23:27 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-16434.05 total_reward_ma:-16505.47 loss:92.71 fps:237.5 +frame:1.95e+06 wall_t:8210 t:121875 epi:nan +opt_step:121250 lr:0.0003 alpha:0.006738 +2026-02-11 02:24:08 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-16502.22 total_reward_ma:-16506.38 loss:93.57 fps:237.6 +frame:1.96e+06 wall_t:8250 t:122500 epi:nan +opt_step:121875 lr:0.0003 alpha:0.006738 +2026-02-11 02:24:46 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-16533.48 total_reward_ma:-16507.18 loss:92.75 fps:237.7 +frame:1.97e+06 wall_t:8289 t:123125 epi:nan +opt_step:122500 lr:0.0003 alpha:0.006738 +2026-02-11 02:25:24 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-16504.54 total_reward_ma:-16506.86 loss:92.86 fps:237.8 +frame:1.98e+06 wall_t:8327 t:123750 epi:nan +opt_step:123125 lr:0.0003 alpha:0.006738 +2026-02-11 02:26:01 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-16683.57 total_reward_ma:-16508.82 loss:92.9 fps:237.9 +frame:1.99e+06 wall_t:8364 t:124375 epi:nan +opt_step:123750 lr:0.0003 alpha:0.006738 +2026-02-11 02:26:39 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-16608.15 total_reward_ma:-16509.23 loss:92.79 fps:238 +frame:2.00e+06 wall_t:8402 t:125000 epi:nan +opt_step:124375 lr:0.0003 alpha:0.006738 +2026-02-11 02:26:40 | INFO | PID:1418 | slm_lab.lib.logger:info | Session 1 done diff --git a/data/sac_atari_skiing_2026_02_11_000629/log/sac_atari_skiing_t0_s2.log b/data/sac_atari_skiing_2026_02_11_000629/log/sac_atari_skiing_t0_s2.log new file mode 100644 index 0000000000000000000000000000000000000000..ef8b572f5e1495572d745fca895f0ca241e1d0d1 --- /dev/null +++ b/data/sac_atari_skiing_2026_02_11_000629/log/sac_atari_skiing_t0_s2.log @@ -0,0 +1,802 @@ +2026-02-11 00:06:34 | INFO | PID:1419 | slm_lab.env:_make_vector_env | AtariVectorEnv: 16 envs, native preprocessing +2026-02-11 00:08:32 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:nan total_reward_ma:nan loss:nan fps:86.96 +frame:1.00e+04 wall_t:115 t:625 epi:nan +opt_step:0 lr:0.0003 alpha:1 +2026-02-11 00:09:17 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-15085.10 total_reward_ma:-15085.10 loss:0.7172 fps:125.8 +frame:2.00e+04 wall_t:159 t:1250 epi:nan +opt_step:625 lr:0.0003 alpha:0.8379 +2026-02-11 00:09:58 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-15879.50 total_reward_ma:-15482.30 loss:1.523 fps:149.3 +frame:3.00e+04 wall_t:201 t:1875 epi:nan +opt_step:1250 lr:0.0003 alpha:0.7085 +2026-02-11 00:10:41 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-16190.30 total_reward_ma:-15718.30 loss:2.415 fps:163.9 +frame:4.00e+04 wall_t:244 t:2500 epi:nan +opt_step:1875 lr:0.0003 alpha:0.6048 +2026-02-11 00:11:24 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-16304.09 total_reward_ma:-15864.75 loss:3.702 fps:174.2 +frame:5.00e+04 wall_t:287 t:3125 epi:nan +opt_step:2500 lr:0.0003 alpha:0.5195 +2026-02-11 00:12:09 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-16314.77 total_reward_ma:-15954.75 loss:5.076 fps:180.7 +frame:6.00e+04 wall_t:332 t:3750 epi:nan +opt_step:3125 lr:0.0003 alpha:0.4483 +2026-02-11 00:12:59 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-16354.00 total_reward_ma:-16021.29 loss:6.614 fps:183.2 +frame:7.00e+04 wall_t:382 t:4375 epi:nan +opt_step:3750 lr:0.0003 alpha:0.3881 +2026-02-11 00:13:43 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-16262.36 total_reward_ma:-16055.73 loss:8.403 fps:187.8 +frame:8.00e+04 wall_t:426 t:5000 epi:nan +opt_step:4375 lr:0.0003 alpha:0.3367 +2026-02-11 00:14:27 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-16317.21 total_reward_ma:-16088.42 loss:9.99 fps:191.5 +frame:9.00e+04 wall_t:470 t:5625 epi:nan +opt_step:5000 lr:0.0003 alpha:0.2926 +2026-02-11 00:15:08 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-16314.73 total_reward_ma:-16113.56 loss:11.86 fps:195.7 +frame:1.00e+05 wall_t:511 t:6250 epi:nan +opt_step:5625 lr:0.0003 alpha:0.2545 +2026-02-11 00:15:53 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-16347.83 total_reward_ma:-16136.99 loss:13.66 fps:198.2 +frame:1.10e+05 wall_t:555 t:6875 epi:nan +opt_step:6250 lr:0.0003 alpha:0.2216 +2026-02-11 00:16:34 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-16322.19 total_reward_ma:-16153.83 loss:15.65 fps:201 +frame:1.20e+05 wall_t:597 t:7500 epi:nan +opt_step:6875 lr:0.0003 alpha:0.193 +2026-02-11 00:17:15 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-16357.62 total_reward_ma:-16170.81 loss:17.77 fps:203.8 +frame:1.30e+05 wall_t:638 t:8125 epi:nan +opt_step:7500 lr:0.0003 alpha:0.1682 +2026-02-11 00:17:52 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-16479.48 total_reward_ma:-16194.55 loss:19.36 fps:207.4 +frame:1.40e+05 wall_t:675 t:8750 epi:nan +opt_step:8125 lr:0.0003 alpha:0.1466 +2026-02-11 00:18:32 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-16466.28 total_reward_ma:-16213.96 loss:21.54 fps:209.8 +frame:1.50e+05 wall_t:715 t:9375 epi:nan +opt_step:8750 lr:0.0003 alpha:0.1278 +2026-02-11 00:19:13 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-16388.23 total_reward_ma:-16225.58 loss:23.22 fps:211.9 +frame:1.60e+05 wall_t:755 t:10000 epi:nan +opt_step:9375 lr:0.0003 alpha:0.1115 +2026-02-11 00:19:54 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-16368.18 total_reward_ma:-16234.49 loss:25.25 fps:213.3 +frame:1.70e+05 wall_t:797 t:10625 epi:nan +opt_step:10000 lr:0.0003 alpha:0.09728 +2026-02-11 00:20:35 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-16415.62 total_reward_ma:-16245.15 loss:27.16 fps:214.8 +frame:1.80e+05 wall_t:838 t:11250 epi:nan +opt_step:10625 lr:0.0003 alpha:0.0849 +2026-02-11 00:21:17 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-16382.05 total_reward_ma:-16252.75 loss:29.09 fps:215.9 +frame:1.90e+05 wall_t:880 t:11875 epi:nan +opt_step:11250 lr:0.0003 alpha:0.07411 +2026-02-11 00:21:57 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-16526.20 total_reward_ma:-16267.14 loss:30.68 fps:217.6 +frame:2.00e+05 wall_t:919 t:12500 epi:nan +opt_step:11875 lr:0.0003 alpha:0.0647 +2026-02-11 00:22:36 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-16422.11 total_reward_ma:-16274.89 loss:32.39 fps:219.2 +frame:2.10e+05 wall_t:958 t:13125 epi:nan +opt_step:12500 lr:0.0003 alpha:0.05649 +2026-02-11 00:23:14 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-16483.04 total_reward_ma:-16284.80 loss:34.29 fps:220.9 +frame:2.20e+05 wall_t:996 t:13750 epi:nan +opt_step:13125 lr:0.0003 alpha:0.04934 +2026-02-11 00:23:53 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-16493.85 total_reward_ma:-16294.31 loss:35.66 fps:222 +frame:2.30e+05 wall_t:1036 t:14375 epi:nan +opt_step:13750 lr:0.0003 alpha:0.04311 +2026-02-11 00:24:32 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-16294.60 total_reward_ma:-16294.32 loss:37.52 fps:223.5 +frame:2.40e+05 wall_t:1074 t:15000 epi:nan +opt_step:14375 lr:0.0003 alpha:0.03768 +2026-02-11 00:25:13 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-16232.65 total_reward_ma:-16291.75 loss:38.92 fps:224 +frame:2.50e+05 wall_t:1116 t:15625 epi:nan +opt_step:15000 lr:0.0003 alpha:0.03294 +2026-02-11 00:25:57 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-16181.52 total_reward_ma:-16287.34 loss:40.47 fps:224.3 +frame:2.60e+05 wall_t:1159 t:16250 epi:nan +opt_step:15625 lr:0.0003 alpha:0.0288 +2026-02-11 00:26:38 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-16211.90 total_reward_ma:-16284.44 loss:42.03 fps:224.8 +frame:2.70e+05 wall_t:1201 t:16875 epi:nan +opt_step:16250 lr:0.0003 alpha:0.02518 +2026-02-11 00:27:17 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-16268.54 total_reward_ma:-16283.85 loss:43.75 fps:225.8 +frame:2.80e+05 wall_t:1240 t:17500 epi:nan +opt_step:16875 lr:0.0003 alpha:0.02203 +2026-02-11 00:27:58 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-16229.59 total_reward_ma:-16281.91 loss:44.93 fps:226.4 +frame:2.90e+05 wall_t:1281 t:18125 epi:nan +opt_step:17500 lr:0.0003 alpha:0.01928 +2026-02-11 00:28:37 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-16203.50 total_reward_ma:-16279.21 loss:46.38 fps:227.3 +frame:3.00e+05 wall_t:1320 t:18750 epi:nan +opt_step:18125 lr:0.0003 alpha:0.01687 +2026-02-11 00:29:17 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-16156.46 total_reward_ma:-16275.12 loss:47.71 fps:227.9 +frame:3.10e+05 wall_t:1360 t:19375 epi:nan +opt_step:18750 lr:0.0003 alpha:0.01477 +2026-02-11 00:30:02 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-15995.72 total_reward_ma:-16266.10 loss:49.05 fps:227.8 +frame:3.20e+05 wall_t:1405 t:20000 epi:nan +opt_step:19375 lr:0.0003 alpha:0.01294 +2026-02-11 00:30:44 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-15989.89 total_reward_ma:-16257.47 loss:50.4 fps:228.1 +frame:3.30e+05 wall_t:1447 t:20625 epi:nan +opt_step:20000 lr:0.0003 alpha:0.01134 +2026-02-11 00:31:25 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-16052.64 total_reward_ma:-16251.27 loss:51.55 fps:228.5 +frame:3.40e+05 wall_t:1488 t:21250 epi:nan +opt_step:20625 lr:0.0003 alpha:0.009939 +2026-02-11 00:32:04 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-16085.56 total_reward_ma:-16246.39 loss:53.15 fps:229.2 +frame:3.50e+05 wall_t:1527 t:21875 epi:nan +opt_step:21250 lr:0.0003 alpha:0.008717 +2026-02-11 00:32:48 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-16234.64 total_reward_ma:-16246.06 loss:54.15 fps:229.2 +frame:3.60e+05 wall_t:1571 t:22500 epi:nan +opt_step:21875 lr:0.0003 alpha:0.007647 +2026-02-11 00:33:30 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-16160.25 total_reward_ma:-16243.67 loss:55.23 fps:229.5 +frame:3.70e+05 wall_t:1612 t:23125 epi:nan +opt_step:22500 lr:0.0003 alpha:0.006738 +2026-02-11 00:34:11 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-16261.86 total_reward_ma:-16244.16 loss:56.79 fps:229.7 +frame:3.80e+05 wall_t:1654 t:23750 epi:nan +opt_step:23125 lr:0.0003 alpha:0.006738 +2026-02-11 00:34:52 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-16160.45 total_reward_ma:-16241.96 loss:57.47 fps:230.1 +frame:3.90e+05 wall_t:1695 t:24375 epi:nan +opt_step:23750 lr:0.0003 alpha:0.006738 +2026-02-11 00:35:34 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-16155.16 total_reward_ma:-16239.74 loss:58.41 fps:230.3 +frame:4.00e+05 wall_t:1737 t:25000 epi:nan +opt_step:24375 lr:0.0003 alpha:0.006738 +2026-02-11 00:36:13 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-16262.85 total_reward_ma:-16240.31 loss:59.98 fps:230.9 +frame:4.10e+05 wall_t:1776 t:25625 epi:nan +opt_step:25000 lr:0.0003 alpha:0.006738 +2026-02-11 00:36:51 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-16275.13 total_reward_ma:-16241.16 loss:60.65 fps:231.5 +frame:4.20e+05 wall_t:1814 t:26250 epi:nan +opt_step:25625 lr:0.0003 alpha:0.006738 +2026-02-11 00:37:32 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-16216.87 total_reward_ma:-16240.58 loss:61.83 fps:231.8 +frame:4.30e+05 wall_t:1855 t:26875 epi:nan +opt_step:26250 lr:0.0003 alpha:0.006738 +2026-02-11 00:38:14 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-16344.42 total_reward_ma:-16243.00 loss:62.45 fps:232.1 +frame:4.40e+05 wall_t:1896 t:27500 epi:nan +opt_step:26875 lr:0.0003 alpha:0.006738 +2026-02-11 00:38:55 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-16454.15 total_reward_ma:-16247.80 loss:63.42 fps:232.3 +frame:4.50e+05 wall_t:1937 t:28125 epi:nan +opt_step:27500 lr:0.0003 alpha:0.006738 +2026-02-11 00:39:34 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-16441.10 total_reward_ma:-16252.09 loss:64.12 fps:232.8 +frame:4.60e+05 wall_t:1976 t:28750 epi:nan +opt_step:28125 lr:0.0003 alpha:0.006738 +2026-02-11 00:40:16 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-16351.69 total_reward_ma:-16254.26 loss:65.59 fps:232.9 +frame:4.70e+05 wall_t:2018 t:29375 epi:nan +opt_step:28750 lr:0.0003 alpha:0.006738 +2026-02-11 00:40:57 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-16390.91 total_reward_ma:-16257.17 loss:66.6 fps:233 +frame:4.80e+05 wall_t:2060 t:30000 epi:nan +opt_step:29375 lr:0.0003 alpha:0.006738 +2026-02-11 00:41:38 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-16577.27 total_reward_ma:-16263.83 loss:66.67 fps:233.3 +frame:4.90e+05 wall_t:2100 t:30625 epi:nan +opt_step:30000 lr:0.0003 alpha:0.006738 +2026-02-11 00:42:19 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-16626.56 total_reward_ma:-16271.24 loss:67.55 fps:233.4 +frame:5.00e+05 wall_t:2142 t:31250 epi:nan +opt_step:30625 lr:0.0003 alpha:0.006738 +2026-02-11 00:42:58 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-16667.53 total_reward_ma:-16279.16 loss:68.23 fps:233.8 +frame:5.10e+05 wall_t:2181 t:31875 epi:nan +opt_step:31250 lr:0.0003 alpha:0.006738 +2026-02-11 00:43:37 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-16751.41 total_reward_ma:-16288.42 loss:69.28 fps:234.2 +frame:5.20e+05 wall_t:2220 t:32500 epi:nan +opt_step:31875 lr:0.0003 alpha:0.006738 +2026-02-11 00:44:19 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-16781.94 total_reward_ma:-16297.91 loss:69.78 fps:234.3 +frame:5.30e+05 wall_t:2262 t:33125 epi:nan +opt_step:32500 lr:0.0003 alpha:0.006738 +2026-02-11 00:45:00 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-16825.77 total_reward_ma:-16307.87 loss:70.89 fps:234.5 +frame:5.40e+05 wall_t:2303 t:33750 epi:nan +opt_step:33125 lr:0.0003 alpha:0.006738 +2026-02-11 00:45:40 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-16795.48 total_reward_ma:-16316.90 loss:71.42 fps:234.8 +frame:5.50e+05 wall_t:2342 t:34375 epi:nan +opt_step:33750 lr:0.0003 alpha:0.006738 +2026-02-11 00:46:22 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-16881.36 total_reward_ma:-16327.17 loss:71.67 fps:234.8 +frame:5.60e+05 wall_t:2385 t:35000 epi:nan +opt_step:34375 lr:0.0003 alpha:0.006738 +2026-02-11 00:47:06 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-16818.60 total_reward_ma:-16335.94 loss:72.13 fps:234.7 +frame:5.70e+05 wall_t:2429 t:35625 epi:nan +opt_step:35000 lr:0.0003 alpha:0.006738 +2026-02-11 00:47:49 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-16868.22 total_reward_ma:-16345.28 loss:72.75 fps:234.6 +frame:5.80e+05 wall_t:2472 t:36250 epi:nan +opt_step:35625 lr:0.0003 alpha:0.006738 +2026-02-11 00:48:33 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-16911.91 total_reward_ma:-16355.05 loss:73.78 fps:234.6 +frame:5.90e+05 wall_t:2515 t:36875 epi:nan +opt_step:36250 lr:0.0003 alpha:0.006738 +2026-02-11 00:49:13 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-16942.66 total_reward_ma:-16365.01 loss:74.81 fps:234.7 +frame:6.00e+05 wall_t:2556 t:37500 epi:nan +opt_step:36875 lr:0.0003 alpha:0.006738 +2026-02-11 00:49:52 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-16802.08 total_reward_ma:-16372.29 loss:75.26 fps:235.2 +frame:6.10e+05 wall_t:2594 t:38125 epi:nan +opt_step:37500 lr:0.0003 alpha:0.006738 +2026-02-11 00:50:28 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-16758.73 total_reward_ma:-16378.63 loss:75.45 fps:235.7 +frame:6.20e+05 wall_t:2631 t:38750 epi:nan +opt_step:38125 lr:0.0003 alpha:0.006738 +2026-02-11 00:51:06 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-16733.24 total_reward_ma:-16384.35 loss:75.7 fps:236 +frame:6.30e+05 wall_t:2669 t:39375 epi:nan +opt_step:38750 lr:0.0003 alpha:0.006738 +2026-02-11 00:51:45 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-16615.01 total_reward_ma:-16388.01 loss:76.21 fps:236.3 +frame:6.40e+05 wall_t:2708 t:40000 epi:nan +opt_step:39375 lr:0.0003 alpha:0.006738 +2026-02-11 00:52:23 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-16410.95 total_reward_ma:-16388.37 loss:76.94 fps:236.7 +frame:6.50e+05 wall_t:2746 t:40625 epi:nan +opt_step:40000 lr:0.0003 alpha:0.006738 +2026-02-11 00:53:04 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-16365.47 total_reward_ma:-16388.02 loss:78.51 fps:236.8 +frame:6.60e+05 wall_t:2787 t:41250 epi:nan +opt_step:40625 lr:0.0003 alpha:0.006738 +2026-02-11 00:53:45 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-16431.94 total_reward_ma:-16388.68 loss:78.2 fps:236.9 +frame:6.70e+05 wall_t:2828 t:41875 epi:nan +opt_step:41250 lr:0.0003 alpha:0.006738 +2026-02-11 00:54:28 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-16469.60 total_reward_ma:-16389.89 loss:78.37 fps:236.9 +frame:6.80e+05 wall_t:2871 t:42500 epi:nan +opt_step:41875 lr:0.0003 alpha:0.006738 +2026-02-11 00:55:12 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-16566.42 total_reward_ma:-16392.48 loss:78.49 fps:236.7 +frame:6.90e+05 wall_t:2915 t:43125 epi:nan +opt_step:42500 lr:0.0003 alpha:0.006738 +2026-02-11 00:55:55 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-16545.51 total_reward_ma:-16394.70 loss:79 fps:236.6 +frame:7.00e+05 wall_t:2958 t:43750 epi:nan +opt_step:43125 lr:0.0003 alpha:0.006738 +2026-02-11 00:56:36 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-16578.79 total_reward_ma:-16397.33 loss:79.77 fps:236.7 +frame:7.10e+05 wall_t:2999 t:44375 epi:nan +opt_step:43750 lr:0.0003 alpha:0.006738 +2026-02-11 00:57:18 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-16606.22 total_reward_ma:-16400.28 loss:81.21 fps:236.8 +frame:7.20e+05 wall_t:3040 t:45000 epi:nan +opt_step:44375 lr:0.0003 alpha:0.006738 +2026-02-11 00:58:00 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-16588.91 total_reward_ma:-16402.89 loss:80.96 fps:236.9 +frame:7.30e+05 wall_t:3082 t:45625 epi:nan +opt_step:45000 lr:0.0003 alpha:0.006738 +2026-02-11 00:58:40 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-16702.25 total_reward_ma:-16406.99 loss:81.38 fps:237 +frame:7.40e+05 wall_t:3122 t:46250 epi:nan +opt_step:45625 lr:0.0003 alpha:0.006738 +2026-02-11 00:59:21 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-16675.96 total_reward_ma:-16410.63 loss:80.91 fps:237 +frame:7.50e+05 wall_t:3164 t:46875 epi:nan +opt_step:46250 lr:0.0003 alpha:0.006738 +2026-02-11 01:00:04 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-16712.74 total_reward_ma:-16414.66 loss:81.92 fps:237.1 +frame:7.60e+05 wall_t:3206 t:47500 epi:nan +opt_step:46875 lr:0.0003 alpha:0.006738 +2026-02-11 01:00:42 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-16803.84 total_reward_ma:-16419.78 loss:82.3 fps:237.3 +frame:7.70e+05 wall_t:3245 t:48125 epi:nan +opt_step:47500 lr:0.0003 alpha:0.006738 +2026-02-11 01:01:24 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-16954.17 total_reward_ma:-16426.72 loss:83.08 fps:237.3 +frame:7.80e+05 wall_t:3287 t:48750 epi:nan +opt_step:48125 lr:0.0003 alpha:0.006738 +2026-02-11 01:02:03 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-17033.08 total_reward_ma:-16434.49 loss:84.68 fps:237.5 +frame:7.90e+05 wall_t:3326 t:49375 epi:nan +opt_step:48750 lr:0.0003 alpha:0.006738 +2026-02-11 01:02:47 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-16981.82 total_reward_ma:-16441.42 loss:82.64 fps:237.4 +frame:8.00e+05 wall_t:3370 t:50000 epi:nan +opt_step:49375 lr:0.0003 alpha:0.006738 +2026-02-11 01:03:32 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-16804.41 total_reward_ma:-16445.96 loss:82.99 fps:237.2 +frame:8.10e+05 wall_t:3415 t:50625 epi:nan +opt_step:50000 lr:0.0003 alpha:0.006738 +2026-02-11 01:04:14 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-16798.06 total_reward_ma:-16450.30 loss:83.38 fps:237.2 +frame:8.20e+05 wall_t:3457 t:51250 epi:nan +opt_step:50625 lr:0.0003 alpha:0.006738 +2026-02-11 01:04:55 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-16889.78 total_reward_ma:-16455.66 loss:84.29 fps:237.3 +frame:8.30e+05 wall_t:3498 t:51875 epi:nan +opt_step:51250 lr:0.0003 alpha:0.006738 +2026-02-11 01:05:38 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-16903.56 total_reward_ma:-16461.06 loss:85.55 fps:237.2 +frame:8.40e+05 wall_t:3541 t:52500 epi:nan +opt_step:51875 lr:0.0003 alpha:0.006738 +2026-02-11 01:06:20 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-16897.97 total_reward_ma:-16466.26 loss:85.51 fps:237.3 +frame:8.50e+05 wall_t:3582 t:53125 epi:nan +opt_step:52500 lr:0.0003 alpha:0.006738 +2026-02-11 01:07:04 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-16937.93 total_reward_ma:-16471.81 loss:84.48 fps:237.2 +frame:8.60e+05 wall_t:3626 t:53750 epi:nan +opt_step:53125 lr:0.0003 alpha:0.006738 +2026-02-11 01:07:47 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-16945.09 total_reward_ma:-16477.31 loss:84.79 fps:237.1 +frame:8.70e+05 wall_t:3670 t:54375 epi:nan +opt_step:53750 lr:0.0003 alpha:0.006738 +2026-02-11 01:08:30 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-16883.77 total_reward_ma:-16481.99 loss:85.44 fps:237.1 +frame:8.80e+05 wall_t:3712 t:55000 epi:nan +opt_step:54375 lr:0.0003 alpha:0.006738 +2026-02-11 01:09:10 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-16910.15 total_reward_ma:-16486.85 loss:86.81 fps:237.1 +frame:8.90e+05 wall_t:3753 t:55625 epi:nan +opt_step:55000 lr:0.0003 alpha:0.006738 +2026-02-11 01:09:55 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-16858.59 total_reward_ma:-16491.03 loss:86.46 fps:237 +frame:9.00e+05 wall_t:3798 t:56250 epi:nan +opt_step:55625 lr:0.0003 alpha:0.006738 +2026-02-11 01:10:37 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-16952.36 total_reward_ma:-16496.15 loss:86.2 fps:237 +frame:9.10e+05 wall_t:3839 t:56875 epi:nan +opt_step:56250 lr:0.0003 alpha:0.006738 +2026-02-11 01:11:14 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-16915.85 total_reward_ma:-16500.77 loss:86.14 fps:237.4 +frame:9.20e+05 wall_t:3876 t:57500 epi:nan +opt_step:56875 lr:0.0003 alpha:0.006738 +2026-02-11 01:11:50 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-16923.99 total_reward_ma:-16505.37 loss:87.06 fps:237.7 +frame:9.30e+05 wall_t:3913 t:58125 epi:nan +opt_step:57500 lr:0.0003 alpha:0.006738 +2026-02-11 01:12:34 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-17034.58 total_reward_ma:-16511.06 loss:86.97 fps:237.6 +frame:9.40e+05 wall_t:3957 t:58750 epi:nan +opt_step:58125 lr:0.0003 alpha:0.006738 +2026-02-11 01:13:17 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-16959.74 total_reward_ma:-16515.83 loss:87.8 fps:237.5 +frame:9.50e+05 wall_t:4000 t:59375 epi:nan +opt_step:58750 lr:0.0003 alpha:0.006738 +2026-02-11 01:13:58 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-16944.62 total_reward_ma:-16520.35 loss:87.92 fps:237.6 +frame:9.60e+05 wall_t:4041 t:60000 epi:nan +opt_step:59375 lr:0.0003 alpha:0.006738 +2026-02-11 01:14:43 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-16965.77 total_reward_ma:-16524.98 loss:87.67 fps:237.4 +frame:9.70e+05 wall_t:4086 t:60625 epi:nan +opt_step:60000 lr:0.0003 alpha:0.006738 +2026-02-11 01:15:23 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-16899.99 total_reward_ma:-16528.85 loss:87.58 fps:237.5 +frame:9.80e+05 wall_t:4126 t:61250 epi:nan +opt_step:60625 lr:0.0003 alpha:0.006738 +2026-02-11 01:16:07 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-16905.59 total_reward_ma:-16532.70 loss:87.74 fps:237.4 +frame:9.90e+05 wall_t:4170 t:61875 epi:nan +opt_step:61250 lr:0.0003 alpha:0.006738 +2026-02-11 01:16:52 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-16854.05 total_reward_ma:-16535.94 loss:88.21 fps:237.3 +frame:1.00e+06 wall_t:4214 t:62500 epi:nan +opt_step:61875 lr:0.0003 alpha:0.006738 +2026-02-11 01:17:35 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-16865.35 total_reward_ma:-16539.23 loss:88.93 fps:237.3 +frame:1.01e+06 wall_t:4257 t:63125 epi:nan +opt_step:62500 lr:0.0003 alpha:0.006738 +2026-02-11 01:18:19 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-16877.82 total_reward_ma:-16557.16 loss:89.03 fps:237.2 +frame:1.02e+06 wall_t:4301 t:63750 epi:nan +opt_step:63125 lr:0.0003 alpha:0.006738 +2026-02-11 01:18:59 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-16845.37 total_reward_ma:-16566.82 loss:88.65 fps:237.3 +frame:1.03e+06 wall_t:4341 t:64375 epi:nan +opt_step:63750 lr:0.0003 alpha:0.006738 +2026-02-11 01:19:41 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-16820.63 total_reward_ma:-16573.12 loss:88.53 fps:237.2 +frame:1.04e+06 wall_t:4384 t:65000 epi:nan +opt_step:64375 lr:0.0003 alpha:0.006738 +2026-02-11 01:20:23 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-16803.99 total_reward_ma:-16578.12 loss:88.76 fps:237.2 +frame:1.05e+06 wall_t:4426 t:65625 epi:nan +opt_step:65000 lr:0.0003 alpha:0.006738 +2026-02-11 01:21:07 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-16779.85 total_reward_ma:-16582.77 loss:89.24 fps:237.2 +frame:1.06e+06 wall_t:4469 t:66250 epi:nan +opt_step:65625 lr:0.0003 alpha:0.006738 +2026-02-11 01:21:49 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-16807.22 total_reward_ma:-16587.30 loss:89.84 fps:237.1 +frame:1.07e+06 wall_t:4512 t:66875 epi:nan +opt_step:66250 lr:0.0003 alpha:0.006738 +2026-02-11 01:22:34 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-16800.39 total_reward_ma:-16592.69 loss:89.92 fps:237 +frame:1.08e+06 wall_t:4557 t:67500 epi:nan +opt_step:66875 lr:0.0003 alpha:0.006738 +2026-02-11 01:23:14 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-16756.54 total_reward_ma:-16597.08 loss:89.59 fps:237.1 +frame:1.09e+06 wall_t:4597 t:68125 epi:nan +opt_step:67500 lr:0.0003 alpha:0.006738 +2026-02-11 01:23:57 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-16742.58 total_reward_ma:-16601.36 loss:89.75 fps:237.1 +frame:1.10e+06 wall_t:4640 t:68750 epi:nan +opt_step:68125 lr:0.0003 alpha:0.006738 +2026-02-11 01:24:40 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-16791.08 total_reward_ma:-16605.79 loss:89.84 fps:237 +frame:1.11e+06 wall_t:4683 t:69375 epi:nan +opt_step:68750 lr:0.0003 alpha:0.006738 +2026-02-11 01:25:22 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-16778.76 total_reward_ma:-16610.36 loss:90.61 fps:237 +frame:1.12e+06 wall_t:4725 t:70000 epi:nan +opt_step:69375 lr:0.0003 alpha:0.006738 +2026-02-11 01:26:01 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-16724.52 total_reward_ma:-16614.03 loss:91.26 fps:237.2 +frame:1.13e+06 wall_t:4764 t:70625 epi:nan +opt_step:70000 lr:0.0003 alpha:0.006738 +2026-02-11 01:26:41 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-16779.93 total_reward_ma:-16617.03 loss:91.66 fps:237.3 +frame:1.14e+06 wall_t:4804 t:71250 epi:nan +opt_step:70625 lr:0.0003 alpha:0.006738 +2026-02-11 01:27:24 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-16704.84 total_reward_ma:-16619.41 loss:90.49 fps:237.3 +frame:1.15e+06 wall_t:4846 t:71875 epi:nan +opt_step:71250 lr:0.0003 alpha:0.006738 +2026-02-11 01:28:06 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-16610.25 total_reward_ma:-16621.63 loss:90.62 fps:237.3 +frame:1.16e+06 wall_t:4889 t:72500 epi:nan +opt_step:71875 lr:0.0003 alpha:0.006738 +2026-02-11 01:28:48 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-16571.80 total_reward_ma:-16623.67 loss:90.8 fps:237.3 +frame:1.17e+06 wall_t:4931 t:73125 epi:nan +opt_step:72500 lr:0.0003 alpha:0.006738 +2026-02-11 01:29:30 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-16574.83 total_reward_ma:-16625.26 loss:91.64 fps:237.3 +frame:1.18e+06 wall_t:4973 t:73750 epi:nan +opt_step:73125 lr:0.0003 alpha:0.006738 +2026-02-11 01:30:08 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-16467.58 total_reward_ma:-16626.12 loss:92.15 fps:237.5 +frame:1.19e+06 wall_t:5010 t:74375 epi:nan +opt_step:73750 lr:0.0003 alpha:0.006738 +2026-02-11 01:30:49 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-16515.64 total_reward_ma:-16626.01 loss:93.66 fps:237.5 +frame:1.20e+06 wall_t:5052 t:75000 epi:nan +opt_step:74375 lr:0.0003 alpha:0.006738 +2026-02-11 01:31:31 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-16363.36 total_reward_ma:-16625.43 loss:91.27 fps:237.5 +frame:1.21e+06 wall_t:5094 t:75625 epi:nan +opt_step:75000 lr:0.0003 alpha:0.006738 +2026-02-11 01:32:11 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-16303.78 total_reward_ma:-16623.63 loss:91.31 fps:237.6 +frame:1.22e+06 wall_t:5134 t:76250 epi:nan +opt_step:75625 lr:0.0003 alpha:0.006738 +2026-02-11 01:32:53 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-16330.88 total_reward_ma:-16622.00 loss:92.17 fps:237.6 +frame:1.23e+06 wall_t:5176 t:76875 epi:nan +opt_step:76250 lr:0.0003 alpha:0.006738 +2026-02-11 01:33:36 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-16418.46 total_reward_ma:-16623.24 loss:92.14 fps:237.6 +frame:1.24e+06 wall_t:5218 t:77500 epi:nan +opt_step:76875 lr:0.0003 alpha:0.006738 +2026-02-11 01:34:19 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-16541.32 total_reward_ma:-16626.33 loss:92.68 fps:237.6 +frame:1.25e+06 wall_t:5262 t:78125 epi:nan +opt_step:77500 lr:0.0003 alpha:0.006738 +2026-02-11 01:34:58 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-16450.73 total_reward_ma:-16629.02 loss:91.93 fps:237.7 +frame:1.26e+06 wall_t:5300 t:78750 epi:nan +opt_step:78125 lr:0.0003 alpha:0.006738 +2026-02-11 01:35:36 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-16552.42 total_reward_ma:-16632.43 loss:91.78 fps:237.9 +frame:1.27e+06 wall_t:5339 t:79375 epi:nan +opt_step:78750 lr:0.0003 alpha:0.006738 +2026-02-11 01:36:18 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-16536.41 total_reward_ma:-16635.10 loss:91.76 fps:237.9 +frame:1.28e+06 wall_t:5381 t:80000 epi:nan +opt_step:79375 lr:0.0003 alpha:0.006738 +2026-02-11 01:37:02 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-16442.14 total_reward_ma:-16637.23 loss:92.34 fps:237.8 +frame:1.29e+06 wall_t:5425 t:80625 epi:nan +opt_step:80000 lr:0.0003 alpha:0.006738 +2026-02-11 01:37:46 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-16595.44 total_reward_ma:-16641.15 loss:93.17 fps:237.7 +frame:1.30e+06 wall_t:5469 t:81250 epi:nan +opt_step:80625 lr:0.0003 alpha:0.006738 +2026-02-11 01:38:27 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-16589.85 total_reward_ma:-16645.48 loss:93.25 fps:237.7 +frame:1.31e+06 wall_t:5510 t:81875 epi:nan +opt_step:81250 lr:0.0003 alpha:0.006738 +2026-02-11 01:39:12 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-16557.73 total_reward_ma:-16651.11 loss:92.41 fps:237.6 +frame:1.32e+06 wall_t:5555 t:82500 epi:nan +opt_step:81875 lr:0.0003 alpha:0.006738 +2026-02-11 01:39:57 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-16597.93 total_reward_ma:-16657.19 loss:92.05 fps:237.5 +frame:1.33e+06 wall_t:5600 t:83125 epi:nan +opt_step:82500 lr:0.0003 alpha:0.006738 +2026-02-11 01:40:42 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-16658.01 total_reward_ma:-16663.24 loss:92.25 fps:237.4 +frame:1.34e+06 wall_t:5645 t:83750 epi:nan +opt_step:83125 lr:0.0003 alpha:0.006738 +2026-02-11 01:41:26 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-16592.45 total_reward_ma:-16668.31 loss:92.91 fps:237.3 +frame:1.35e+06 wall_t:5688 t:84375 epi:nan +opt_step:83750 lr:0.0003 alpha:0.006738 +2026-02-11 01:42:06 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-16600.09 total_reward_ma:-16671.96 loss:92.59 fps:237.4 +frame:1.36e+06 wall_t:5729 t:85000 epi:nan +opt_step:84375 lr:0.0003 alpha:0.006738 +2026-02-11 01:42:48 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-16596.80 total_reward_ma:-16676.33 loss:93.28 fps:237.4 +frame:1.37e+06 wall_t:5771 t:85625 epi:nan +opt_step:85000 lr:0.0003 alpha:0.006738 +2026-02-11 01:43:30 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-16566.69 total_reward_ma:-16679.38 loss:92.67 fps:237.4 +frame:1.38e+06 wall_t:5812 t:86250 epi:nan +opt_step:85625 lr:0.0003 alpha:0.006738 +2026-02-11 01:44:13 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-16686.95 total_reward_ma:-16684.64 loss:92.68 fps:237.4 +frame:1.39e+06 wall_t:5856 t:86875 epi:nan +opt_step:86250 lr:0.0003 alpha:0.006738 +2026-02-11 01:44:58 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-16761.57 total_reward_ma:-16690.71 loss:93.12 fps:237.3 +frame:1.40e+06 wall_t:5900 t:87500 epi:nan +opt_step:86875 lr:0.0003 alpha:0.006738 +2026-02-11 01:45:41 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-16940.50 total_reward_ma:-16697.48 loss:93.47 fps:237.2 +frame:1.41e+06 wall_t:5944 t:88125 epi:nan +opt_step:87500 lr:0.0003 alpha:0.006738 +2026-02-11 01:46:24 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-16985.28 total_reward_ma:-16704.58 loss:93.8 fps:237.2 +frame:1.42e+06 wall_t:5987 t:88750 epi:nan +opt_step:88125 lr:0.0003 alpha:0.006738 +2026-02-11 01:47:07 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-16982.34 total_reward_ma:-16712.24 loss:93.37 fps:237.1 +frame:1.43e+06 wall_t:6030 t:89375 epi:nan +opt_step:88750 lr:0.0003 alpha:0.006738 +2026-02-11 01:47:51 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-17094.02 total_reward_ma:-16719.73 loss:93.62 fps:237.1 +frame:1.44e+06 wall_t:6073 t:90000 epi:nan +opt_step:89375 lr:0.0003 alpha:0.006738 +2026-02-11 01:48:34 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-17233.56 total_reward_ma:-16727.53 loss:92.84 fps:237.1 +frame:1.45e+06 wall_t:6116 t:90625 epi:nan +opt_step:90000 lr:0.0003 alpha:0.006738 +2026-02-11 01:49:14 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-17281.50 total_reward_ma:-16735.93 loss:93.52 fps:237.1 +frame:1.46e+06 wall_t:6157 t:91250 epi:nan +opt_step:90625 lr:0.0003 alpha:0.006738 +2026-02-11 01:49:55 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-17387.62 total_reward_ma:-16746.29 loss:93.51 fps:237.2 +frame:1.47e+06 wall_t:6197 t:91875 epi:nan +opt_step:91250 lr:0.0003 alpha:0.006738 +2026-02-11 01:50:39 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-17339.43 total_reward_ma:-16755.77 loss:93.71 fps:237.1 +frame:1.48e+06 wall_t:6242 t:92500 epi:nan +opt_step:91875 lr:0.0003 alpha:0.006738 +2026-02-11 01:51:22 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-17375.72 total_reward_ma:-16763.76 loss:94.54 fps:237.1 +frame:1.49e+06 wall_t:6285 t:93125 epi:nan +opt_step:92500 lr:0.0003 alpha:0.006738 +2026-02-11 01:52:05 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-17403.25 total_reward_ma:-16771.53 loss:94.09 fps:237 +frame:1.50e+06 wall_t:6328 t:93750 epi:nan +opt_step:93125 lr:0.0003 alpha:0.006738 +2026-02-11 01:52:49 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-17400.08 total_reward_ma:-16778.85 loss:93.67 fps:237 +frame:1.51e+06 wall_t:6372 t:94375 epi:nan +opt_step:93750 lr:0.0003 alpha:0.006738 +2026-02-11 01:53:33 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-17272.55 total_reward_ma:-16784.06 loss:93.2 fps:236.9 +frame:1.52e+06 wall_t:6416 t:95000 epi:nan +opt_step:94375 lr:0.0003 alpha:0.006738 +2026-02-11 01:54:18 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-17319.66 total_reward_ma:-16789.44 loss:93.45 fps:236.8 +frame:1.53e+06 wall_t:6460 t:95625 epi:nan +opt_step:95000 lr:0.0003 alpha:0.006738 +2026-02-11 01:55:02 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-17222.53 total_reward_ma:-16793.41 loss:93.66 fps:236.7 +frame:1.54e+06 wall_t:6505 t:96250 epi:nan +opt_step:95625 lr:0.0003 alpha:0.006738 +2026-02-11 01:55:46 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-17353.97 total_reward_ma:-16798.99 loss:94.28 fps:236.7 +frame:1.55e+06 wall_t:6549 t:96875 epi:nan +opt_step:96250 lr:0.0003 alpha:0.006738 +2026-02-11 01:56:28 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-17273.13 total_reward_ma:-16802.91 loss:93.93 fps:236.7 +frame:1.56e+06 wall_t:6590 t:97500 epi:nan +opt_step:96875 lr:0.0003 alpha:0.006738 +2026-02-11 01:57:12 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-17216.37 total_reward_ma:-16806.89 loss:94.68 fps:236.6 +frame:1.57e+06 wall_t:6635 t:98125 epi:nan +opt_step:97500 lr:0.0003 alpha:0.006738 +2026-02-11 01:57:56 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-17206.99 total_reward_ma:-16810.28 loss:94.99 fps:236.6 +frame:1.58e+06 wall_t:6679 t:98750 epi:nan +opt_step:98125 lr:0.0003 alpha:0.006738 +2026-02-11 01:58:41 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-17242.53 total_reward_ma:-16813.58 loss:94.05 fps:236.5 +frame:1.59e+06 wall_t:6723 t:99375 epi:nan +opt_step:98750 lr:0.0003 alpha:0.006738 +2026-02-11 01:59:25 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-17154.55 total_reward_ma:-16815.70 loss:94.15 fps:236.4 +frame:1.60e+06 wall_t:6768 t:100000 epi:nan +opt_step:99375 lr:0.0003 alpha:0.006738 +2026-02-11 02:00:10 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-17190.66 total_reward_ma:-16819.59 loss:94.01 fps:236.3 +frame:1.61e+06 wall_t:6812 t:100625 epi:nan +opt_step:100000 lr:0.0003 alpha:0.006738 +2026-02-11 02:00:51 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-17214.98 total_reward_ma:-16824.15 loss:94.79 fps:236.4 +frame:1.62e+06 wall_t:6854 t:101250 epi:nan +opt_step:100625 lr:0.0003 alpha:0.006738 +2026-02-11 02:01:33 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-17106.08 total_reward_ma:-16827.88 loss:94.66 fps:236.4 +frame:1.63e+06 wall_t:6896 t:101875 epi:nan +opt_step:101250 lr:0.0003 alpha:0.006738 +2026-02-11 02:02:12 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-17044.87 total_reward_ma:-16832.18 loss:95.34 fps:236.5 +frame:1.64e+06 wall_t:6935 t:102500 epi:nan +opt_step:101875 lr:0.0003 alpha:0.006738 +2026-02-11 02:02:51 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-17102.98 total_reward_ma:-16839.10 loss:94.39 fps:236.6 +frame:1.65e+06 wall_t:6973 t:103125 epi:nan +opt_step:102500 lr:0.0003 alpha:0.006738 +2026-02-11 02:03:33 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-17050.86 total_reward_ma:-16845.95 loss:94.2 fps:236.6 +frame:1.66e+06 wall_t:7016 t:103750 epi:nan +opt_step:103125 lr:0.0003 alpha:0.006738 +2026-02-11 02:04:17 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-17136.02 total_reward_ma:-16852.99 loss:94.54 fps:236.6 +frame:1.67e+06 wall_t:7059 t:104375 epi:nan +opt_step:103750 lr:0.0003 alpha:0.006738 +2026-02-11 02:05:01 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-16965.38 total_reward_ma:-16857.95 loss:94.8 fps:236.5 +frame:1.68e+06 wall_t:7103 t:105000 epi:nan +opt_step:104375 lr:0.0003 alpha:0.006738 +2026-02-11 02:05:45 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-16909.45 total_reward_ma:-16861.38 loss:95.72 fps:236.4 +frame:1.69e+06 wall_t:7148 t:105625 epi:nan +opt_step:105000 lr:0.0003 alpha:0.006738 +2026-02-11 02:06:28 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-16860.81 total_reward_ma:-16864.53 loss:94.89 fps:236.4 +frame:1.70e+06 wall_t:7191 t:106250 epi:nan +opt_step:105625 lr:0.0003 alpha:0.006738 +2026-02-11 02:07:12 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-16689.03 total_reward_ma:-16865.63 loss:95.4 fps:236.4 +frame:1.71e+06 wall_t:7235 t:106875 epi:nan +opt_step:106250 lr:0.0003 alpha:0.006738 +2026-02-11 02:07:52 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-16706.15 total_reward_ma:-16866.63 loss:94.45 fps:236.4 +frame:1.72e+06 wall_t:7275 t:107500 epi:nan +opt_step:106875 lr:0.0003 alpha:0.006738 +2026-02-11 02:08:34 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-16672.69 total_reward_ma:-16867.47 loss:94.8 fps:236.4 +frame:1.73e+06 wall_t:7317 t:108125 epi:nan +opt_step:107500 lr:0.0003 alpha:0.006738 +2026-02-11 02:09:18 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-16567.19 total_reward_ma:-16866.12 loss:95.82 fps:236.4 +frame:1.74e+06 wall_t:7360 t:108750 epi:nan +opt_step:108125 lr:0.0003 alpha:0.006738 +2026-02-11 02:10:01 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-16604.76 total_reward_ma:-16865.41 loss:95.13 fps:236.4 +frame:1.75e+06 wall_t:7404 t:109375 epi:nan +opt_step:108750 lr:0.0003 alpha:0.006738 +2026-02-11 02:10:46 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-16664.92 total_reward_ma:-16864.93 loss:95 fps:236.3 +frame:1.76e+06 wall_t:7449 t:110000 epi:nan +opt_step:109375 lr:0.0003 alpha:0.006738 +2026-02-11 02:11:31 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-16658.08 total_reward_ma:-16863.47 loss:95.6 fps:236.2 +frame:1.77e+06 wall_t:7494 t:110625 epi:nan +opt_step:110000 lr:0.0003 alpha:0.006738 +2026-02-11 02:12:16 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-16566.75 total_reward_ma:-16859.60 loss:94.7 fps:236.1 +frame:1.78e+06 wall_t:7538 t:111250 epi:nan +opt_step:110625 lr:0.0003 alpha:0.006738 +2026-02-11 02:12:59 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-16511.85 total_reward_ma:-16854.39 loss:95.13 fps:236.1 +frame:1.79e+06 wall_t:7582 t:111875 epi:nan +opt_step:111250 lr:0.0003 alpha:0.006738 +2026-02-11 02:13:42 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-16613.48 total_reward_ma:-16850.71 loss:96.01 fps:236.1 +frame:1.80e+06 wall_t:7625 t:112500 epi:nan +opt_step:111875 lr:0.0003 alpha:0.006738 +2026-02-11 02:14:27 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-16577.50 total_reward_ma:-16848.44 loss:95.39 fps:236 +frame:1.81e+06 wall_t:7670 t:113125 epi:nan +opt_step:112500 lr:0.0003 alpha:0.006738 +2026-02-11 02:15:11 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-16676.54 total_reward_ma:-16847.22 loss:96.82 fps:236 +frame:1.82e+06 wall_t:7713 t:113750 epi:nan +opt_step:113125 lr:0.0003 alpha:0.006738 +2026-02-11 02:15:53 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-16616.96 total_reward_ma:-16844.49 loss:95.46 fps:236 +frame:1.83e+06 wall_t:7755 t:114375 epi:nan +opt_step:113750 lr:0.0003 alpha:0.006738 +2026-02-11 02:16:34 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-16554.90 total_reward_ma:-16841.01 loss:94.91 fps:236 +frame:1.84e+06 wall_t:7797 t:115000 epi:nan +opt_step:114375 lr:0.0003 alpha:0.006738 +2026-02-11 02:17:18 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-16578.51 total_reward_ma:-16837.81 loss:94.98 fps:235.9 +frame:1.85e+06 wall_t:7841 t:115625 epi:nan +opt_step:115000 lr:0.0003 alpha:0.006738 +2026-02-11 02:18:01 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-16554.10 total_reward_ma:-16833.97 loss:95.7 fps:236 +frame:1.86e+06 wall_t:7883 t:116250 epi:nan +opt_step:115625 lr:0.0003 alpha:0.006738 +2026-02-11 02:18:46 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-16622.82 total_reward_ma:-16830.75 loss:95.92 fps:235.8 +frame:1.87e+06 wall_t:7929 t:116875 epi:nan +opt_step:116250 lr:0.0003 alpha:0.006738 +2026-02-11 02:19:29 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-16712.90 total_reward_ma:-16829.04 loss:96.56 fps:235.9 +frame:1.88e+06 wall_t:7971 t:117500 epi:nan +opt_step:116875 lr:0.0003 alpha:0.006738 +2026-02-11 02:20:13 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-16674.65 total_reward_ma:-16826.69 loss:96.65 fps:235.8 +frame:1.89e+06 wall_t:8015 t:118125 epi:nan +opt_step:117500 lr:0.0003 alpha:0.006738 +2026-02-11 02:20:55 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-16713.20 total_reward_ma:-16825.23 loss:95.76 fps:235.8 +frame:1.90e+06 wall_t:8058 t:118750 epi:nan +opt_step:118125 lr:0.0003 alpha:0.006738 +2026-02-11 02:21:39 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-16622.84 total_reward_ma:-16821.94 loss:95.24 fps:235.8 +frame:1.91e+06 wall_t:8101 t:119375 epi:nan +opt_step:118750 lr:0.0003 alpha:0.006738 +2026-02-11 02:22:21 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-16728.45 total_reward_ma:-16820.06 loss:95.42 fps:235.8 +frame:1.92e+06 wall_t:8144 t:120000 epi:nan +opt_step:119375 lr:0.0003 alpha:0.006738 +2026-02-11 02:23:05 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-16735.65 total_reward_ma:-16818.18 loss:95.83 fps:235.7 +frame:1.93e+06 wall_t:8187 t:120625 epi:nan +opt_step:120000 lr:0.0003 alpha:0.006738 +2026-02-11 02:23:48 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-16726.14 total_reward_ma:-16815.10 loss:95.76 fps:235.7 +frame:1.94e+06 wall_t:8231 t:121250 epi:nan +opt_step:120625 lr:0.0003 alpha:0.006738 +2026-02-11 02:24:32 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-16731.84 total_reward_ma:-16812.82 loss:95.29 fps:235.6 +frame:1.95e+06 wall_t:8275 t:121875 epi:nan +opt_step:121250 lr:0.0003 alpha:0.006738 +2026-02-11 02:25:17 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-16802.35 total_reward_ma:-16811.39 loss:95.08 fps:235.6 +frame:1.96e+06 wall_t:8320 t:122500 epi:nan +opt_step:121875 lr:0.0003 alpha:0.006738 +2026-02-11 02:26:01 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-16776.33 total_reward_ma:-16809.50 loss:96.71 fps:235.5 +frame:1.97e+06 wall_t:8364 t:123125 epi:nan +opt_step:122500 lr:0.0003 alpha:0.006738 +2026-02-11 02:26:45 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-16819.47 total_reward_ma:-16808.70 loss:95.6 fps:235.5 +frame:1.98e+06 wall_t:8408 t:123750 epi:nan +opt_step:123125 lr:0.0003 alpha:0.006738 +2026-02-11 02:27:21 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-16759.17 total_reward_ma:-16807.23 loss:95.94 fps:235.7 +frame:1.99e+06 wall_t:8443 t:124375 epi:nan +opt_step:123750 lr:0.0003 alpha:0.006738 +2026-02-11 02:27:55 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-16775.95 total_reward_ma:-16806.45 loss:96.07 fps:235.9 +frame:2.00e+06 wall_t:8477 t:125000 epi:nan +opt_step:124375 lr:0.0003 alpha:0.006738 +2026-02-11 02:27:55 | INFO | PID:1419 | slm_lab.lib.logger:info | Session 2 done diff --git a/data/sac_atari_skiing_2026_02_11_000629/log/sac_atari_skiing_t0_s3.log b/data/sac_atari_skiing_2026_02_11_000629/log/sac_atari_skiing_t0_s3.log new file mode 100644 index 0000000000000000000000000000000000000000..2b91b4a1883af3a6cd29797f58794df9641e16f9 --- /dev/null +++ b/data/sac_atari_skiing_2026_02_11_000629/log/sac_atari_skiing_t0_s3.log @@ -0,0 +1,802 @@ +2026-02-11 00:06:34 | INFO | PID:1420 | slm_lab.env:_make_vector_env | AtariVectorEnv: 16 envs, native preprocessing +2026-02-11 00:08:32 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:nan total_reward_ma:nan loss:nan fps:86.96 +frame:1.00e+04 wall_t:115 t:625 epi:nan +opt_step:0 lr:0.0003 alpha:1 +2026-02-11 00:09:17 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-15647.14 total_reward_ma:-15647.14 loss:0.5042 fps:125 +frame:2.00e+04 wall_t:160 t:1250 epi:nan +opt_step:625 lr:0.0003 alpha:0.844 +2026-02-11 00:10:00 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-16979.44 total_reward_ma:-16313.29 loss:1.162 fps:147.8 +frame:3.00e+04 wall_t:203 t:1875 epi:nan +opt_step:1250 lr:0.0003 alpha:0.7137 +2026-02-11 00:10:44 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-16320.74 total_reward_ma:-16315.77 loss:2.182 fps:161.9 +frame:4.00e+04 wall_t:247 t:2500 epi:nan +opt_step:1875 lr:0.0003 alpha:0.6092 +2026-02-11 00:11:27 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-16618.42 total_reward_ma:-16391.44 loss:3.408 fps:172.4 +frame:5.00e+04 wall_t:290 t:3125 epi:nan +opt_step:2500 lr:0.0003 alpha:0.5234 +2026-02-11 00:12:10 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-16482.73 total_reward_ma:-16409.70 loss:4.756 fps:180.7 +frame:6.00e+04 wall_t:332 t:3750 epi:nan +opt_step:3125 lr:0.0003 alpha:0.4516 +2026-02-11 00:12:55 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-16522.45 total_reward_ma:-16428.49 loss:6.334 fps:185.2 +frame:7.00e+04 wall_t:378 t:4375 epi:nan +opt_step:3750 lr:0.0003 alpha:0.391 +2026-02-11 00:13:40 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-16379.67 total_reward_ma:-16421.51 loss:7.969 fps:189.1 +frame:8.00e+04 wall_t:423 t:5000 epi:nan +opt_step:4375 lr:0.0003 alpha:0.3392 +2026-02-11 00:14:24 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-16329.95 total_reward_ma:-16410.07 loss:9.933 fps:192.7 +frame:9.00e+04 wall_t:467 t:5625 epi:nan +opt_step:5000 lr:0.0003 alpha:0.2947 +2026-02-11 00:15:08 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-16207.03 total_reward_ma:-16387.51 loss:11.64 fps:195.7 +frame:1.00e+05 wall_t:511 t:6250 epi:nan +opt_step:5625 lr:0.0003 alpha:0.2564 +2026-02-11 00:15:50 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-16208.49 total_reward_ma:-16369.61 loss:13.5 fps:199.3 +frame:1.10e+05 wall_t:552 t:6875 epi:nan +opt_step:6250 lr:0.0003 alpha:0.2232 +2026-02-11 00:16:30 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-16265.52 total_reward_ma:-16360.14 loss:15.54 fps:202.4 +frame:1.20e+05 wall_t:593 t:7500 epi:nan +opt_step:6875 lr:0.0003 alpha:0.1944 +2026-02-11 00:17:10 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-16213.30 total_reward_ma:-16347.91 loss:17.54 fps:205.7 +frame:1.30e+05 wall_t:632 t:8125 epi:nan +opt_step:7500 lr:0.0003 alpha:0.1694 +2026-02-11 00:17:49 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-16229.54 total_reward_ma:-16338.80 loss:19.54 fps:208.3 +frame:1.40e+05 wall_t:672 t:8750 epi:nan +opt_step:8125 lr:0.0003 alpha:0.1477 +2026-02-11 00:18:30 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-16058.06 total_reward_ma:-16318.75 loss:21.43 fps:210.4 +frame:1.50e+05 wall_t:713 t:9375 epi:nan +opt_step:8750 lr:0.0003 alpha:0.1288 +2026-02-11 00:19:13 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-16197.44 total_reward_ma:-16310.66 loss:23.37 fps:211.9 +frame:1.60e+05 wall_t:755 t:10000 epi:nan +opt_step:9375 lr:0.0003 alpha:0.1123 +2026-02-11 00:19:54 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-16102.96 total_reward_ma:-16297.68 loss:25.26 fps:213.3 +frame:1.70e+05 wall_t:797 t:10625 epi:nan +opt_step:10000 lr:0.0003 alpha:0.09799 +2026-02-11 00:20:36 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-16098.52 total_reward_ma:-16285.96 loss:27.04 fps:214.8 +frame:1.80e+05 wall_t:838 t:11250 epi:nan +opt_step:10625 lr:0.0003 alpha:0.08551 +2026-02-11 00:21:15 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-16069.70 total_reward_ma:-16273.95 loss:28.86 fps:216.4 +frame:1.90e+05 wall_t:878 t:11875 epi:nan +opt_step:11250 lr:0.0003 alpha:0.07464 +2026-02-11 00:21:57 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-16049.21 total_reward_ma:-16262.12 loss:30.94 fps:217.4 +frame:2.00e+05 wall_t:920 t:12500 epi:nan +opt_step:11875 lr:0.0003 alpha:0.06516 +2026-02-11 00:22:37 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-16051.97 total_reward_ma:-16251.61 loss:32.75 fps:218.8 +frame:2.10e+05 wall_t:960 t:13125 epi:nan +opt_step:12500 lr:0.0003 alpha:0.0569 +2026-02-11 00:23:21 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-16121.13 total_reward_ma:-16245.40 loss:34.21 fps:219.1 +frame:2.20e+05 wall_t:1004 t:13750 epi:nan +opt_step:13125 lr:0.0003 alpha:0.0497 +2026-02-11 00:24:05 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-16231.71 total_reward_ma:-16244.78 loss:35.63 fps:219.5 +frame:2.30e+05 wall_t:1048 t:14375 epi:nan +opt_step:13750 lr:0.0003 alpha:0.04342 +2026-02-11 00:24:49 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-16269.90 total_reward_ma:-16245.87 loss:38.07 fps:219.8 +frame:2.40e+05 wall_t:1092 t:15000 epi:nan +opt_step:14375 lr:0.0003 alpha:0.03794 +2026-02-11 00:25:30 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-16297.70 total_reward_ma:-16248.03 loss:39.07 fps:220.7 +frame:2.50e+05 wall_t:1133 t:15625 epi:nan +opt_step:15000 lr:0.0003 alpha:0.03316 +2026-02-11 00:26:13 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-16372.50 total_reward_ma:-16253.01 loss:40.53 fps:221.1 +frame:2.60e+05 wall_t:1176 t:16250 epi:nan +opt_step:15625 lr:0.0003 alpha:0.02899 +2026-02-11 00:26:57 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-16459.82 total_reward_ma:-16260.96 loss:42.18 fps:221.3 +frame:2.70e+05 wall_t:1220 t:16875 epi:nan +opt_step:16250 lr:0.0003 alpha:0.02536 +2026-02-11 00:27:41 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-16425.33 total_reward_ma:-16267.05 loss:43.52 fps:221.5 +frame:2.80e+05 wall_t:1264 t:17500 epi:nan +opt_step:16875 lr:0.0003 alpha:0.02218 +2026-02-11 00:28:22 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-16509.21 total_reward_ma:-16275.70 loss:45.15 fps:222.2 +frame:2.90e+05 wall_t:1305 t:18125 epi:nan +opt_step:17500 lr:0.0003 alpha:0.01941 +2026-02-11 00:29:04 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-16513.22 total_reward_ma:-16283.89 loss:46.54 fps:222.9 +frame:3.00e+05 wall_t:1346 t:18750 epi:nan +opt_step:18125 lr:0.0003 alpha:0.01699 +2026-02-11 00:29:45 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-16492.68 total_reward_ma:-16290.85 loss:47.88 fps:223.3 +frame:3.10e+05 wall_t:1388 t:19375 epi:nan +opt_step:18750 lr:0.0003 alpha:0.01488 +2026-02-11 00:30:28 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-16592.72 total_reward_ma:-16300.59 loss:49.18 fps:223.8 +frame:3.20e+05 wall_t:1430 t:20000 epi:nan +opt_step:19375 lr:0.0003 alpha:0.01303 +2026-02-11 00:31:10 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-16495.56 total_reward_ma:-16306.68 loss:50.25 fps:224 +frame:3.30e+05 wall_t:1473 t:20625 epi:nan +opt_step:20000 lr:0.0003 alpha:0.01142 +2026-02-11 00:31:53 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-16487.18 total_reward_ma:-16312.15 loss:51.5 fps:224.4 +frame:3.40e+05 wall_t:1515 t:21250 epi:nan +opt_step:20625 lr:0.0003 alpha:0.01001 +2026-02-11 00:32:32 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-16482.28 total_reward_ma:-16317.15 loss:52.7 fps:225.1 +frame:3.50e+05 wall_t:1555 t:21875 epi:nan +opt_step:21250 lr:0.0003 alpha:0.008777 +2026-02-11 00:33:14 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-16458.38 total_reward_ma:-16321.19 loss:53.95 fps:225.4 +frame:3.60e+05 wall_t:1597 t:22500 epi:nan +opt_step:21875 lr:0.0003 alpha:0.007702 +2026-02-11 00:33:59 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-16477.55 total_reward_ma:-16325.53 loss:54.97 fps:225.3 +frame:3.70e+05 wall_t:1642 t:23125 epi:nan +opt_step:22500 lr:0.0003 alpha:0.006758 +2026-02-11 00:34:42 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-16498.91 total_reward_ma:-16330.22 loss:55.98 fps:225.5 +frame:3.80e+05 wall_t:1685 t:23750 epi:nan +opt_step:23125 lr:0.0003 alpha:0.006738 +2026-02-11 00:35:26 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-16414.23 total_reward_ma:-16332.43 loss:57.07 fps:225.7 +frame:3.90e+05 wall_t:1728 t:24375 epi:nan +opt_step:23750 lr:0.0003 alpha:0.006738 +2026-02-11 00:36:09 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-16381.98 total_reward_ma:-16333.70 loss:57.92 fps:225.7 +frame:4.00e+05 wall_t:1772 t:25000 epi:nan +opt_step:24375 lr:0.0003 alpha:0.006738 +2026-02-11 00:36:54 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-16329.39 total_reward_ma:-16333.59 loss:59.02 fps:225.8 +frame:4.10e+05 wall_t:1816 t:25625 epi:nan +opt_step:25000 lr:0.0003 alpha:0.006738 +2026-02-11 00:37:35 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-16257.83 total_reward_ma:-16331.74 loss:60.41 fps:226 +frame:4.20e+05 wall_t:1858 t:26250 epi:nan +opt_step:25625 lr:0.0003 alpha:0.006738 +2026-02-11 00:38:17 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-16312.82 total_reward_ma:-16331.29 loss:60.86 fps:226.3 +frame:4.30e+05 wall_t:1900 t:26875 epi:nan +opt_step:26250 lr:0.0003 alpha:0.006738 +2026-02-11 00:38:58 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-16311.66 total_reward_ma:-16330.84 loss:61.72 fps:226.7 +frame:4.40e+05 wall_t:1941 t:27500 epi:nan +opt_step:26875 lr:0.0003 alpha:0.006738 +2026-02-11 00:39:42 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-16398.14 total_reward_ma:-16332.37 loss:62.71 fps:226.8 +frame:4.50e+05 wall_t:1984 t:28125 epi:nan +opt_step:27500 lr:0.0003 alpha:0.006738 +2026-02-11 00:40:25 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-16511.38 total_reward_ma:-16336.34 loss:63.35 fps:226.8 +frame:4.60e+05 wall_t:2028 t:28750 epi:nan +opt_step:28125 lr:0.0003 alpha:0.006738 +2026-02-11 00:41:08 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-16361.58 total_reward_ma:-16336.89 loss:64.3 fps:226.9 +frame:4.70e+05 wall_t:2071 t:29375 epi:nan +opt_step:28750 lr:0.0003 alpha:0.006738 +2026-02-11 00:41:52 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-16346.32 total_reward_ma:-16337.09 loss:65.22 fps:227 +frame:4.80e+05 wall_t:2115 t:30000 epi:nan +opt_step:29375 lr:0.0003 alpha:0.006738 +2026-02-11 00:42:37 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-16289.52 total_reward_ma:-16336.10 loss:66.31 fps:226.9 +frame:4.90e+05 wall_t:2160 t:30625 epi:nan +opt_step:30000 lr:0.0003 alpha:0.006738 +2026-02-11 00:43:20 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-16267.95 total_reward_ma:-16334.71 loss:66.53 fps:227 +frame:5.00e+05 wall_t:2203 t:31250 epi:nan +opt_step:30625 lr:0.0003 alpha:0.006738 +2026-02-11 00:44:04 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-16237.64 total_reward_ma:-16332.77 loss:67.46 fps:227 +frame:5.10e+05 wall_t:2247 t:31875 epi:nan +opt_step:31250 lr:0.0003 alpha:0.006738 +2026-02-11 00:44:47 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-16286.90 total_reward_ma:-16331.87 loss:67.99 fps:227.1 +frame:5.20e+05 wall_t:2290 t:32500 epi:nan +opt_step:31875 lr:0.0003 alpha:0.006738 +2026-02-11 00:45:31 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-16354.57 total_reward_ma:-16332.31 loss:68.7 fps:227.1 +frame:5.30e+05 wall_t:2334 t:33125 epi:nan +opt_step:32500 lr:0.0003 alpha:0.006738 +2026-02-11 00:46:14 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-16408.14 total_reward_ma:-16333.74 loss:69.41 fps:227.2 +frame:5.40e+05 wall_t:2377 t:33750 epi:nan +opt_step:33125 lr:0.0003 alpha:0.006738 +2026-02-11 00:46:55 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-16341.35 total_reward_ma:-16333.88 loss:69.87 fps:227.5 +frame:5.50e+05 wall_t:2418 t:34375 epi:nan +opt_step:33750 lr:0.0003 alpha:0.006738 +2026-02-11 00:47:39 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-16386.22 total_reward_ma:-16334.83 loss:70.54 fps:227.5 +frame:5.60e+05 wall_t:2462 t:35000 epi:nan +opt_step:34375 lr:0.0003 alpha:0.006738 +2026-02-11 00:48:22 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-16368.30 total_reward_ma:-16335.43 loss:71.31 fps:227.5 +frame:5.70e+05 wall_t:2505 t:35625 epi:nan +opt_step:35000 lr:0.0003 alpha:0.006738 +2026-02-11 00:49:07 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-16368.45 total_reward_ma:-16336.01 loss:71.68 fps:227.5 +frame:5.80e+05 wall_t:2549 t:36250 epi:nan +opt_step:35625 lr:0.0003 alpha:0.006738 +2026-02-11 00:49:51 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-16480.79 total_reward_ma:-16338.50 loss:72.26 fps:227.4 +frame:5.90e+05 wall_t:2594 t:36875 epi:nan +opt_step:36250 lr:0.0003 alpha:0.006738 +2026-02-11 00:50:32 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-16575.84 total_reward_ma:-16342.53 loss:73.51 fps:227.7 +frame:6.00e+05 wall_t:2635 t:37500 epi:nan +opt_step:36875 lr:0.0003 alpha:0.006738 +2026-02-11 00:51:17 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-16562.67 total_reward_ma:-16346.19 loss:73.34 fps:227.6 +frame:6.10e+05 wall_t:2680 t:38125 epi:nan +opt_step:37500 lr:0.0003 alpha:0.006738 +2026-02-11 00:52:02 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-16598.15 total_reward_ma:-16350.33 loss:73.98 fps:227.6 +frame:6.20e+05 wall_t:2724 t:38750 epi:nan +opt_step:38125 lr:0.0003 alpha:0.006738 +2026-02-11 00:52:46 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-16592.41 total_reward_ma:-16354.23 loss:74.57 fps:227.5 +frame:6.30e+05 wall_t:2769 t:39375 epi:nan +opt_step:38750 lr:0.0003 alpha:0.006738 +2026-02-11 00:53:29 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-16559.32 total_reward_ma:-16357.49 loss:74.93 fps:227.7 +frame:6.40e+05 wall_t:2811 t:40000 epi:nan +opt_step:39375 lr:0.0003 alpha:0.006738 +2026-02-11 00:54:12 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-16386.16 total_reward_ma:-16357.93 loss:76.02 fps:227.7 +frame:6.50e+05 wall_t:2855 t:40625 epi:nan +opt_step:40000 lr:0.0003 alpha:0.006738 +2026-02-11 00:54:53 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-16480.75 total_reward_ma:-16359.82 loss:77.14 fps:227.9 +frame:6.60e+05 wall_t:2896 t:41250 epi:nan +opt_step:40625 lr:0.0003 alpha:0.006738 +2026-02-11 00:55:35 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-16410.32 total_reward_ma:-16360.59 loss:76.44 fps:228 +frame:6.70e+05 wall_t:2938 t:41875 epi:nan +opt_step:41250 lr:0.0003 alpha:0.006738 +2026-02-11 00:56:20 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-16388.41 total_reward_ma:-16361.00 loss:77.38 fps:228 +frame:6.80e+05 wall_t:2982 t:42500 epi:nan +opt_step:41875 lr:0.0003 alpha:0.006738 +2026-02-11 00:57:03 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-16419.91 total_reward_ma:-16361.87 loss:77.35 fps:228 +frame:6.90e+05 wall_t:3026 t:43125 epi:nan +opt_step:42500 lr:0.0003 alpha:0.006738 +2026-02-11 00:57:47 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-16409.45 total_reward_ma:-16362.56 loss:78.23 fps:228.1 +frame:7.00e+05 wall_t:3069 t:43750 epi:nan +opt_step:43125 lr:0.0003 alpha:0.006738 +2026-02-11 00:58:28 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-16417.80 total_reward_ma:-16363.35 loss:78.09 fps:228.2 +frame:7.10e+05 wall_t:3111 t:44375 epi:nan +opt_step:43750 lr:0.0003 alpha:0.006738 +2026-02-11 00:59:09 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-16390.85 total_reward_ma:-16363.74 loss:78.6 fps:228.4 +frame:7.20e+05 wall_t:3152 t:45000 epi:nan +opt_step:44375 lr:0.0003 alpha:0.006738 +2026-02-11 00:59:51 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-16336.72 total_reward_ma:-16363.36 loss:79.5 fps:228.6 +frame:7.30e+05 wall_t:3194 t:45625 epi:nan +opt_step:45000 lr:0.0003 alpha:0.006738 +2026-02-11 01:00:33 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-16423.62 total_reward_ma:-16364.19 loss:80.46 fps:228.7 +frame:7.40e+05 wall_t:3236 t:46250 epi:nan +opt_step:45625 lr:0.0003 alpha:0.006738 +2026-02-11 01:01:17 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-16412.09 total_reward_ma:-16364.83 loss:80.4 fps:228.7 +frame:7.50e+05 wall_t:3279 t:46875 epi:nan +opt_step:46250 lr:0.0003 alpha:0.006738 +2026-02-11 01:01:57 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-16393.60 total_reward_ma:-16365.22 loss:80.04 fps:228.9 +frame:7.60e+05 wall_t:3320 t:47500 epi:nan +opt_step:46875 lr:0.0003 alpha:0.006738 +2026-02-11 01:02:40 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-16358.61 total_reward_ma:-16365.13 loss:80.38 fps:229 +frame:7.70e+05 wall_t:3363 t:48125 epi:nan +opt_step:47500 lr:0.0003 alpha:0.006738 +2026-02-11 01:03:25 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-16274.80 total_reward_ma:-16363.96 loss:80.84 fps:228.9 +frame:7.80e+05 wall_t:3407 t:48750 epi:nan +opt_step:48125 lr:0.0003 alpha:0.006738 +2026-02-11 01:04:06 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-16274.35 total_reward_ma:-16362.81 loss:81.05 fps:229.1 +frame:7.90e+05 wall_t:3449 t:49375 epi:nan +opt_step:48750 lr:0.0003 alpha:0.006738 +2026-02-11 01:04:48 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-16368.20 total_reward_ma:-16362.88 loss:81.99 fps:229.2 +frame:8.00e+05 wall_t:3491 t:50000 epi:nan +opt_step:49375 lr:0.0003 alpha:0.006738 +2026-02-11 01:05:31 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-16396.68 total_reward_ma:-16363.30 loss:81.86 fps:229.2 +frame:8.10e+05 wall_t:3534 t:50625 epi:nan +opt_step:50000 lr:0.0003 alpha:0.006738 +2026-02-11 01:06:16 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-16408.51 total_reward_ma:-16363.86 loss:81.95 fps:229.2 +frame:8.20e+05 wall_t:3578 t:51250 epi:nan +opt_step:50625 lr:0.0003 alpha:0.006738 +2026-02-11 01:06:55 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-16384.62 total_reward_ma:-16364.11 loss:82.32 fps:229.5 +frame:8.30e+05 wall_t:3617 t:51875 epi:nan +opt_step:51250 lr:0.0003 alpha:0.006738 +2026-02-11 01:07:36 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-16412.01 total_reward_ma:-16364.69 loss:82.72 fps:229.6 +frame:8.40e+05 wall_t:3659 t:52500 epi:nan +opt_step:51875 lr:0.0003 alpha:0.006738 +2026-02-11 01:08:19 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-16465.30 total_reward_ma:-16365.88 loss:82.79 fps:229.6 +frame:8.50e+05 wall_t:3702 t:53125 epi:nan +opt_step:52500 lr:0.0003 alpha:0.006738 +2026-02-11 01:09:02 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-16392.24 total_reward_ma:-16366.19 loss:82.98 fps:229.6 +frame:8.60e+05 wall_t:3745 t:53750 epi:nan +opt_step:53125 lr:0.0003 alpha:0.006738 +2026-02-11 01:09:47 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-16503.33 total_reward_ma:-16367.79 loss:84.06 fps:229.6 +frame:8.70e+05 wall_t:3790 t:54375 epi:nan +opt_step:53750 lr:0.0003 alpha:0.006738 +2026-02-11 01:10:30 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-16623.57 total_reward_ma:-16370.73 loss:84.2 fps:229.6 +frame:8.80e+05 wall_t:3833 t:55000 epi:nan +opt_step:54375 lr:0.0003 alpha:0.006738 +2026-02-11 01:11:07 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-16616.21 total_reward_ma:-16373.52 loss:83.86 fps:230 +frame:8.90e+05 wall_t:3870 t:55625 epi:nan +opt_step:55000 lr:0.0003 alpha:0.006738 +2026-02-11 01:11:46 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-16693.87 total_reward_ma:-16377.12 loss:84.22 fps:230.2 +frame:9.00e+05 wall_t:3909 t:56250 epi:nan +opt_step:55625 lr:0.0003 alpha:0.006738 +2026-02-11 01:12:28 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-16708.16 total_reward_ma:-16380.80 loss:84.29 fps:230.3 +frame:9.10e+05 wall_t:3951 t:56875 epi:nan +opt_step:56250 lr:0.0003 alpha:0.006738 +2026-02-11 01:13:10 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-16744.45 total_reward_ma:-16384.79 loss:84.51 fps:230.4 +frame:9.20e+05 wall_t:3993 t:57500 epi:nan +opt_step:56875 lr:0.0003 alpha:0.006738 +2026-02-11 01:13:54 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-16671.11 total_reward_ma:-16387.91 loss:84.87 fps:230.4 +frame:9.30e+05 wall_t:4036 t:58125 epi:nan +opt_step:57500 lr:0.0003 alpha:0.006738 +2026-02-11 01:14:36 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-16626.62 total_reward_ma:-16390.47 loss:85.58 fps:230.4 +frame:9.40e+05 wall_t:4079 t:58750 epi:nan +opt_step:58125 lr:0.0003 alpha:0.006738 +2026-02-11 01:15:19 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-16578.40 total_reward_ma:-16392.47 loss:85.09 fps:230.5 +frame:9.50e+05 wall_t:4122 t:59375 epi:nan +opt_step:58750 lr:0.0003 alpha:0.006738 +2026-02-11 01:16:04 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-16561.02 total_reward_ma:-16394.25 loss:85.53 fps:230.4 +frame:9.60e+05 wall_t:4167 t:60000 epi:nan +opt_step:59375 lr:0.0003 alpha:0.006738 +2026-02-11 01:16:48 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-16477.17 total_reward_ma:-16395.11 loss:85.48 fps:230.3 +frame:9.70e+05 wall_t:4211 t:60625 epi:nan +opt_step:60000 lr:0.0003 alpha:0.006738 +2026-02-11 01:17:33 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-16458.64 total_reward_ma:-16395.76 loss:85.77 fps:230.3 +frame:9.80e+05 wall_t:4256 t:61250 epi:nan +opt_step:60625 lr:0.0003 alpha:0.006738 +2026-02-11 01:18:18 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-16347.67 total_reward_ma:-16395.27 loss:86.12 fps:230.2 +frame:9.90e+05 wall_t:4301 t:61875 epi:nan +opt_step:61250 lr:0.0003 alpha:0.006738 +2026-02-11 01:19:01 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-16355.64 total_reward_ma:-16394.87 loss:86.06 fps:230.2 +frame:1.00e+06 wall_t:4344 t:62500 epi:nan +opt_step:61875 lr:0.0003 alpha:0.006738 +2026-02-11 01:19:46 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-16387.65 total_reward_ma:-16394.80 loss:87.01 fps:230.1 +frame:1.01e+06 wall_t:4389 t:63125 epi:nan +opt_step:62500 lr:0.0003 alpha:0.006738 +2026-02-11 01:20:29 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-16364.80 total_reward_ma:-16401.98 loss:86.7 fps:230.1 +frame:1.02e+06 wall_t:4432 t:63750 epi:nan +opt_step:63125 lr:0.0003 alpha:0.006738 +2026-02-11 01:21:11 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-16477.67 total_reward_ma:-16396.96 loss:86.64 fps:230.3 +frame:1.03e+06 wall_t:4473 t:64375 epi:nan +opt_step:63750 lr:0.0003 alpha:0.006738 +2026-02-11 01:21:54 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-16521.62 total_reward_ma:-16398.97 loss:86.75 fps:230.2 +frame:1.04e+06 wall_t:4517 t:65000 epi:nan +opt_step:64375 lr:0.0003 alpha:0.006738 +2026-02-11 01:22:37 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-16507.14 total_reward_ma:-16397.86 loss:87.08 fps:230.3 +frame:1.05e+06 wall_t:4559 t:65625 epi:nan +opt_step:65000 lr:0.0003 alpha:0.006738 +2026-02-11 01:23:18 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-16557.42 total_reward_ma:-16398.60 loss:87.06 fps:230.4 +frame:1.06e+06 wall_t:4601 t:66250 epi:nan +opt_step:65625 lr:0.0003 alpha:0.006738 +2026-02-11 01:24:00 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-16525.01 total_reward_ma:-16398.63 loss:87.19 fps:230.5 +frame:1.07e+06 wall_t:4642 t:66875 epi:nan +opt_step:66250 lr:0.0003 alpha:0.006738 +2026-02-11 01:24:43 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-16535.47 total_reward_ma:-16400.19 loss:87.49 fps:230.5 +frame:1.08e+06 wall_t:4685 t:67500 epi:nan +opt_step:66875 lr:0.0003 alpha:0.006738 +2026-02-11 01:25:26 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-16509.34 total_reward_ma:-16401.98 loss:87.56 fps:230.5 +frame:1.09e+06 wall_t:4729 t:68125 epi:nan +opt_step:67500 lr:0.0003 alpha:0.006738 +2026-02-11 01:26:10 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-16501.28 total_reward_ma:-16404.92 loss:87.7 fps:230.5 +frame:1.10e+06 wall_t:4773 t:68750 epi:nan +opt_step:68125 lr:0.0003 alpha:0.006738 +2026-02-11 01:26:53 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-16546.32 total_reward_ma:-16408.30 loss:87.9 fps:230.5 +frame:1.11e+06 wall_t:4815 t:69375 epi:nan +opt_step:68750 lr:0.0003 alpha:0.006738 +2026-02-11 01:27:36 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-16376.70 total_reward_ma:-16409.41 loss:88.58 fps:230.5 +frame:1.12e+06 wall_t:4859 t:70000 epi:nan +opt_step:69375 lr:0.0003 alpha:0.006738 +2026-02-11 01:28:21 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-16343.41 total_reward_ma:-16410.71 loss:88.08 fps:230.5 +frame:1.13e+06 wall_t:4903 t:70625 epi:nan +opt_step:70000 lr:0.0003 alpha:0.006738 +2026-02-11 01:29:05 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-16346.17 total_reward_ma:-16411.88 loss:88.27 fps:230.4 +frame:1.14e+06 wall_t:4947 t:71250 epi:nan +opt_step:70625 lr:0.0003 alpha:0.006738 +2026-02-11 01:29:47 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-16330.43 total_reward_ma:-16414.60 loss:88.23 fps:230.5 +frame:1.15e+06 wall_t:4989 t:71875 epi:nan +opt_step:71250 lr:0.0003 alpha:0.006738 +2026-02-11 01:30:30 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-16277.41 total_reward_ma:-16415.40 loss:88.45 fps:230.5 +frame:1.16e+06 wall_t:5032 t:72500 epi:nan +opt_step:71875 lr:0.0003 alpha:0.006738 +2026-02-11 01:31:14 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-16235.85 total_reward_ma:-16416.73 loss:88.57 fps:230.5 +frame:1.17e+06 wall_t:5077 t:73125 epi:nan +opt_step:72500 lr:0.0003 alpha:0.006738 +2026-02-11 01:31:57 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-16201.70 total_reward_ma:-16417.76 loss:89.19 fps:230.5 +frame:1.18e+06 wall_t:5119 t:73750 epi:nan +opt_step:73125 lr:0.0003 alpha:0.006738 +2026-02-11 01:32:40 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-16066.09 total_reward_ma:-16417.73 loss:88.71 fps:230.5 +frame:1.19e+06 wall_t:5162 t:74375 epi:nan +opt_step:73750 lr:0.0003 alpha:0.006738 +2026-02-11 01:33:23 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-16109.85 total_reward_ma:-16418.34 loss:88.89 fps:230.5 +frame:1.20e+06 wall_t:5206 t:75000 epi:nan +opt_step:74375 lr:0.0003 alpha:0.006738 +2026-02-11 01:34:07 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-16231.34 total_reward_ma:-16420.13 loss:88.83 fps:230.5 +frame:1.21e+06 wall_t:5249 t:75625 epi:nan +opt_step:75000 lr:0.0003 alpha:0.006738 +2026-02-11 01:34:48 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-16184.26 total_reward_ma:-16420.76 loss:88.94 fps:230.6 +frame:1.22e+06 wall_t:5290 t:76250 epi:nan +opt_step:75625 lr:0.0003 alpha:0.006738 +2026-02-11 01:35:31 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-16098.98 total_reward_ma:-16419.43 loss:89.21 fps:230.6 +frame:1.23e+06 wall_t:5334 t:76875 epi:nan +opt_step:76250 lr:0.0003 alpha:0.006738 +2026-02-11 01:36:14 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-16070.69 total_reward_ma:-16417.44 loss:89.1 fps:230.7 +frame:1.24e+06 wall_t:5376 t:77500 epi:nan +opt_step:76875 lr:0.0003 alpha:0.006738 +2026-02-11 01:36:55 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-16132.83 total_reward_ma:-16415.79 loss:89.91 fps:230.7 +frame:1.25e+06 wall_t:5418 t:78125 epi:nan +opt_step:77500 lr:0.0003 alpha:0.006738 +2026-02-11 01:37:38 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-16104.47 total_reward_ma:-16413.11 loss:89.41 fps:230.8 +frame:1.26e+06 wall_t:5460 t:78750 epi:nan +opt_step:78125 lr:0.0003 alpha:0.006738 +2026-02-11 01:38:21 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-16058.87 total_reward_ma:-16409.10 loss:90.03 fps:230.7 +frame:1.27e+06 wall_t:5504 t:79375 epi:nan +opt_step:78750 lr:0.0003 alpha:0.006738 +2026-02-11 01:39:04 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-16036.21 total_reward_ma:-16405.21 loss:89.52 fps:230.8 +frame:1.28e+06 wall_t:5546 t:80000 epi:nan +opt_step:79375 lr:0.0003 alpha:0.006738 +2026-02-11 01:39:47 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-16038.82 total_reward_ma:-16400.51 loss:89.71 fps:230.8 +frame:1.29e+06 wall_t:5589 t:80625 epi:nan +opt_step:80000 lr:0.0003 alpha:0.006738 +2026-02-11 01:40:32 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-16058.71 total_reward_ma:-16395.96 loss:89.61 fps:230.7 +frame:1.30e+06 wall_t:5634 t:81250 epi:nan +opt_step:80625 lr:0.0003 alpha:0.006738 +2026-02-11 01:41:16 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-16107.42 total_reward_ma:-16392.11 loss:89.75 fps:230.7 +frame:1.31e+06 wall_t:5678 t:81875 epi:nan +opt_step:81250 lr:0.0003 alpha:0.006738 +2026-02-11 01:41:57 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-16102.62 total_reward_ma:-16387.21 loss:90 fps:230.8 +frame:1.32e+06 wall_t:5720 t:82500 epi:nan +opt_step:81875 lr:0.0003 alpha:0.006738 +2026-02-11 01:42:37 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-16049.19 total_reward_ma:-16382.75 loss:89.89 fps:230.9 +frame:1.33e+06 wall_t:5760 t:83125 epi:nan +opt_step:82500 lr:0.0003 alpha:0.006738 +2026-02-11 01:43:18 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-16101.71 total_reward_ma:-16378.89 loss:90.71 fps:231 +frame:1.34e+06 wall_t:5800 t:83750 epi:nan +opt_step:83125 lr:0.0003 alpha:0.006738 +2026-02-11 01:43:57 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-16188.77 total_reward_ma:-16375.96 loss:90.18 fps:231.2 +frame:1.35e+06 wall_t:5839 t:84375 epi:nan +opt_step:83750 lr:0.0003 alpha:0.006738 +2026-02-11 01:44:35 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-16333.89 total_reward_ma:-16374.71 loss:90.06 fps:231.4 +frame:1.36e+06 wall_t:5878 t:85000 epi:nan +opt_step:84375 lr:0.0003 alpha:0.006738 +2026-02-11 01:45:13 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-16259.44 total_reward_ma:-16372.53 loss:90.93 fps:231.6 +frame:1.37e+06 wall_t:5916 t:85625 epi:nan +opt_step:85000 lr:0.0003 alpha:0.006738 +2026-02-11 01:45:55 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-16175.45 total_reward_ma:-16369.30 loss:90.4 fps:231.6 +frame:1.38e+06 wall_t:5958 t:86250 epi:nan +opt_step:85625 lr:0.0003 alpha:0.006738 +2026-02-11 01:46:38 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-16174.70 total_reward_ma:-16366.90 loss:90.39 fps:231.6 +frame:1.39e+06 wall_t:6001 t:86875 epi:nan +opt_step:86250 lr:0.0003 alpha:0.006738 +2026-02-11 01:47:21 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-16258.66 total_reward_ma:-16365.67 loss:90.4 fps:231.6 +frame:1.40e+06 wall_t:6044 t:87500 epi:nan +opt_step:86875 lr:0.0003 alpha:0.006738 +2026-02-11 01:48:00 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-16246.63 total_reward_ma:-16364.84 loss:90.61 fps:231.8 +frame:1.41e+06 wall_t:6083 t:88125 epi:nan +opt_step:87500 lr:0.0003 alpha:0.006738 +2026-02-11 01:48:43 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-16295.44 total_reward_ma:-16365.21 loss:90.59 fps:231.8 +frame:1.42e+06 wall_t:6125 t:88750 epi:nan +opt_step:88125 lr:0.0003 alpha:0.006738 +2026-02-11 01:49:23 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-16283.56 total_reward_ma:-16364.92 loss:90.69 fps:231.9 +frame:1.43e+06 wall_t:6166 t:89375 epi:nan +opt_step:88750 lr:0.0003 alpha:0.006738 +2026-02-11 01:50:06 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-16291.43 total_reward_ma:-16364.72 loss:90.88 fps:231.9 +frame:1.44e+06 wall_t:6209 t:90000 epi:nan +opt_step:89375 lr:0.0003 alpha:0.006738 +2026-02-11 01:50:48 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-16294.01 total_reward_ma:-16363.68 loss:91.48 fps:232 +frame:1.45e+06 wall_t:6251 t:90625 epi:nan +opt_step:90000 lr:0.0003 alpha:0.006738 +2026-02-11 01:51:31 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-16257.93 total_reward_ma:-16361.14 loss:90.87 fps:232 +frame:1.46e+06 wall_t:6293 t:91250 epi:nan +opt_step:90625 lr:0.0003 alpha:0.006738 +2026-02-11 01:52:11 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-16330.89 total_reward_ma:-16360.83 loss:91.15 fps:232.1 +frame:1.47e+06 wall_t:6334 t:91875 epi:nan +opt_step:91250 lr:0.0003 alpha:0.006738 +2026-02-11 01:52:55 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-16408.51 total_reward_ma:-16361.46 loss:90.95 fps:232.1 +frame:1.48e+06 wall_t:6377 t:92500 epi:nan +opt_step:91875 lr:0.0003 alpha:0.006738 +2026-02-11 01:53:37 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-16416.70 total_reward_ma:-16362.73 loss:91.18 fps:232.1 +frame:1.49e+06 wall_t:6420 t:93125 epi:nan +opt_step:92500 lr:0.0003 alpha:0.006738 +2026-02-11 01:54:19 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-16421.50 total_reward_ma:-16364.27 loss:91.28 fps:232.2 +frame:1.50e+06 wall_t:6461 t:93750 epi:nan +opt_step:93125 lr:0.0003 alpha:0.006738 +2026-02-11 01:54:59 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-16405.21 total_reward_ma:-16365.94 loss:91.2 fps:232.3 +frame:1.51e+06 wall_t:6501 t:94375 epi:nan +opt_step:93750 lr:0.0003 alpha:0.006738 +2026-02-11 01:55:42 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-16368.37 total_reward_ma:-16366.76 loss:91.32 fps:232.2 +frame:1.52e+06 wall_t:6545 t:95000 epi:nan +opt_step:94375 lr:0.0003 alpha:0.006738 +2026-02-11 01:56:26 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-16407.80 total_reward_ma:-16367.29 loss:91.49 fps:232.2 +frame:1.53e+06 wall_t:6589 t:95625 epi:nan +opt_step:95000 lr:0.0003 alpha:0.006738 +2026-02-11 01:57:03 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-16444.25 total_reward_ma:-16367.65 loss:91.45 fps:232.4 +frame:1.54e+06 wall_t:6626 t:96250 epi:nan +opt_step:95625 lr:0.0003 alpha:0.006738 +2026-02-11 01:57:41 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-16472.81 total_reward_ma:-16368.96 loss:91.51 fps:232.6 +frame:1.55e+06 wall_t:6664 t:96875 epi:nan +opt_step:96250 lr:0.0003 alpha:0.006738 +2026-02-11 01:58:20 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-16412.78 total_reward_ma:-16369.23 loss:91.7 fps:232.7 +frame:1.56e+06 wall_t:6703 t:97500 epi:nan +opt_step:96875 lr:0.0003 alpha:0.006738 +2026-02-11 01:59:02 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-16383.77 total_reward_ma:-16369.38 loss:91.59 fps:232.8 +frame:1.57e+06 wall_t:6744 t:98125 epi:nan +opt_step:97500 lr:0.0003 alpha:0.006738 +2026-02-11 01:59:42 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-16314.27 total_reward_ma:-16368.84 loss:91.65 fps:232.9 +frame:1.58e+06 wall_t:6785 t:98750 epi:nan +opt_step:98125 lr:0.0003 alpha:0.006738 +2026-02-11 02:00:23 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-16298.56 total_reward_ma:-16367.02 loss:91.87 fps:233 +frame:1.59e+06 wall_t:6825 t:99375 epi:nan +opt_step:98750 lr:0.0003 alpha:0.006738 +2026-02-11 02:01:03 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-16352.10 total_reward_ma:-16364.78 loss:91.66 fps:233.1 +frame:1.60e+06 wall_t:6865 t:100000 epi:nan +opt_step:99375 lr:0.0003 alpha:0.006738 +2026-02-11 02:01:44 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-16389.14 total_reward_ma:-16363.05 loss:91.8 fps:233.1 +frame:1.61e+06 wall_t:6907 t:100625 epi:nan +opt_step:100000 lr:0.0003 alpha:0.006738 +2026-02-11 02:02:27 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-16410.52 total_reward_ma:-16361.17 loss:91.91 fps:233.1 +frame:1.62e+06 wall_t:6950 t:101250 epi:nan +opt_step:100625 lr:0.0003 alpha:0.006738 +2026-02-11 02:03:11 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-16506.58 total_reward_ma:-16360.31 loss:91.79 fps:233.1 +frame:1.63e+06 wall_t:6993 t:101875 epi:nan +opt_step:101250 lr:0.0003 alpha:0.006738 +2026-02-11 02:03:51 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-16499.88 total_reward_ma:-16359.72 loss:92.55 fps:233.2 +frame:1.64e+06 wall_t:7034 t:102500 epi:nan +opt_step:101875 lr:0.0003 alpha:0.006738 +2026-02-11 02:04:33 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-16470.18 total_reward_ma:-16360.56 loss:92.1 fps:233.2 +frame:1.65e+06 wall_t:7076 t:103125 epi:nan +opt_step:102500 lr:0.0003 alpha:0.006738 +2026-02-11 02:05:14 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-16382.58 total_reward_ma:-16359.58 loss:91.94 fps:233.2 +frame:1.66e+06 wall_t:7117 t:103750 epi:nan +opt_step:103125 lr:0.0003 alpha:0.006738 +2026-02-11 02:05:52 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-16381.04 total_reward_ma:-16359.28 loss:92.67 fps:233.4 +frame:1.67e+06 wall_t:7155 t:104375 epi:nan +opt_step:103750 lr:0.0003 alpha:0.006738 +2026-02-11 02:06:32 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-16375.18 total_reward_ma:-16359.15 loss:92.24 fps:233.5 +frame:1.68e+06 wall_t:7195 t:105000 epi:nan +opt_step:104375 lr:0.0003 alpha:0.006738 +2026-02-11 02:07:13 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-16359.78 total_reward_ma:-16358.55 loss:92.11 fps:233.6 +frame:1.69e+06 wall_t:7236 t:105625 epi:nan +opt_step:105000 lr:0.0003 alpha:0.006738 +2026-02-11 02:07:57 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-16475.53 total_reward_ma:-16359.21 loss:92.26 fps:233.5 +frame:1.70e+06 wall_t:7279 t:106250 epi:nan +opt_step:105625 lr:0.0003 alpha:0.006738 +2026-02-11 02:08:38 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-16472.42 total_reward_ma:-16359.75 loss:93.01 fps:233.6 +frame:1.71e+06 wall_t:7320 t:106875 epi:nan +opt_step:106250 lr:0.0003 alpha:0.006738 +2026-02-11 02:09:21 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-16373.11 total_reward_ma:-16359.58 loss:92.26 fps:233.6 +frame:1.72e+06 wall_t:7363 t:107500 epi:nan +opt_step:106875 lr:0.0003 alpha:0.006738 +2026-02-11 02:10:02 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-16419.73 total_reward_ma:-16360.41 loss:92.32 fps:233.7 +frame:1.73e+06 wall_t:7404 t:108125 epi:nan +opt_step:107500 lr:0.0003 alpha:0.006738 +2026-02-11 02:10:46 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-16494.43 total_reward_ma:-16361.12 loss:92.54 fps:233.6 +frame:1.74e+06 wall_t:7448 t:108750 epi:nan +opt_step:108125 lr:0.0003 alpha:0.006738 +2026-02-11 02:11:29 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-16499.27 total_reward_ma:-16361.99 loss:92.34 fps:233.6 +frame:1.75e+06 wall_t:7491 t:109375 epi:nan +opt_step:108750 lr:0.0003 alpha:0.006738 +2026-02-11 02:12:09 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-16536.87 total_reward_ma:-16363.42 loss:92.38 fps:233.7 +frame:1.76e+06 wall_t:7531 t:110000 epi:nan +opt_step:109375 lr:0.0003 alpha:0.006738 +2026-02-11 02:12:46 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-16542.65 total_reward_ma:-16365.26 loss:93.16 fps:233.8 +frame:1.77e+06 wall_t:7569 t:110625 epi:nan +opt_step:110000 lr:0.0003 alpha:0.006738 +2026-02-11 02:13:27 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-16612.07 total_reward_ma:-16368.64 loss:92.98 fps:233.9 +frame:1.78e+06 wall_t:7610 t:111250 epi:nan +opt_step:110625 lr:0.0003 alpha:0.006738 +2026-02-11 02:14:08 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-16637.63 total_reward_ma:-16372.27 loss:93.13 fps:234 +frame:1.79e+06 wall_t:7651 t:111875 epi:nan +opt_step:111250 lr:0.0003 alpha:0.006738 +2026-02-11 02:14:50 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-16818.68 total_reward_ma:-16376.77 loss:92.64 fps:234 +frame:1.80e+06 wall_t:7692 t:112500 epi:nan +opt_step:111875 lr:0.0003 alpha:0.006738 +2026-02-11 02:15:32 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-16840.05 total_reward_ma:-16381.21 loss:93.26 fps:234 +frame:1.81e+06 wall_t:7735 t:113125 epi:nan +opt_step:112500 lr:0.0003 alpha:0.006738 +2026-02-11 02:16:14 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-16920.24 total_reward_ma:-16386.32 loss:92.66 fps:234 +frame:1.82e+06 wall_t:7777 t:113750 epi:nan +opt_step:113125 lr:0.0003 alpha:0.006738 +2026-02-11 02:16:57 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-16872.24 total_reward_ma:-16391.20 loss:92.71 fps:234 +frame:1.83e+06 wall_t:7820 t:114375 epi:nan +opt_step:113750 lr:0.0003 alpha:0.006738 +2026-02-11 02:17:40 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-16831.27 total_reward_ma:-16395.39 loss:92.68 fps:234 +frame:1.84e+06 wall_t:7863 t:115000 epi:nan +opt_step:114375 lr:0.0003 alpha:0.006738 +2026-02-11 02:18:21 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-16868.66 total_reward_ma:-16399.43 loss:92.7 fps:234.1 +frame:1.85e+06 wall_t:7903 t:115625 epi:nan +opt_step:115000 lr:0.0003 alpha:0.006738 +2026-02-11 02:19:01 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-16762.65 total_reward_ma:-16403.13 loss:92.75 fps:234.1 +frame:1.86e+06 wall_t:7944 t:116250 epi:nan +opt_step:115625 lr:0.0003 alpha:0.006738 +2026-02-11 02:19:42 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-16763.14 total_reward_ma:-16405.73 loss:92.65 fps:234.2 +frame:1.87e+06 wall_t:7985 t:116875 epi:nan +opt_step:116250 lr:0.0003 alpha:0.006738 +2026-02-11 02:20:22 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-16831.80 total_reward_ma:-16407.81 loss:92.85 fps:234.3 +frame:1.88e+06 wall_t:8025 t:117500 epi:nan +opt_step:116875 lr:0.0003 alpha:0.006738 +2026-02-11 02:21:04 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-16773.33 total_reward_ma:-16409.38 loss:92.96 fps:234.3 +frame:1.89e+06 wall_t:8067 t:118125 epi:nan +opt_step:117500 lr:0.0003 alpha:0.006738 +2026-02-11 02:21:44 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-16748.22 total_reward_ma:-16409.93 loss:92.82 fps:234.4 +frame:1.90e+06 wall_t:8107 t:118750 epi:nan +opt_step:118125 lr:0.0003 alpha:0.006738 +2026-02-11 02:22:24 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-16781.05 total_reward_ma:-16410.65 loss:93.57 fps:234.5 +frame:1.91e+06 wall_t:8146 t:119375 epi:nan +opt_step:118750 lr:0.0003 alpha:0.006738 +2026-02-11 02:23:06 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-16860.17 total_reward_ma:-16411.81 loss:93.01 fps:234.5 +frame:1.92e+06 wall_t:8188 t:120000 epi:nan +opt_step:119375 lr:0.0003 alpha:0.006738 +2026-02-11 02:23:46 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-16745.26 total_reward_ma:-16412.55 loss:93.64 fps:234.6 +frame:1.93e+06 wall_t:8228 t:120625 epi:nan +opt_step:120000 lr:0.0003 alpha:0.006738 +2026-02-11 02:24:24 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-16727.69 total_reward_ma:-16413.56 loss:93.63 fps:234.7 +frame:1.94e+06 wall_t:8267 t:121250 epi:nan +opt_step:120625 lr:0.0003 alpha:0.006738 +2026-02-11 02:25:02 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-16649.80 total_reward_ma:-16414.28 loss:93.09 fps:234.8 +frame:1.95e+06 wall_t:8304 t:121875 epi:nan +opt_step:121250 lr:0.0003 alpha:0.006738 +2026-02-11 02:25:38 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-16611.71 total_reward_ma:-16414.79 loss:92.98 fps:235 +frame:1.96e+06 wall_t:8341 t:122500 epi:nan +opt_step:121875 lr:0.0003 alpha:0.006738 +2026-02-11 02:26:14 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-16620.91 total_reward_ma:-16416.22 loss:93.07 fps:235.2 +frame:1.97e+06 wall_t:8377 t:123125 epi:nan +opt_step:122500 lr:0.0003 alpha:0.006738 +2026-02-11 02:26:49 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-16612.34 total_reward_ma:-16417.76 loss:93.83 fps:235.4 +frame:1.98e+06 wall_t:8412 t:123750 epi:nan +opt_step:123125 lr:0.0003 alpha:0.006738 +2026-02-11 02:27:20 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-16506.63 total_reward_ma:-16419.35 loss:93.09 fps:235.7 +frame:1.99e+06 wall_t:8442 t:124375 epi:nan +opt_step:123750 lr:0.0003 alpha:0.006738 +2026-02-11 02:27:50 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-16449.38 total_reward_ma:-16420.29 loss:93.09 fps:236 +frame:2.00e+06 wall_t:8473 t:125000 epi:nan +opt_step:124375 lr:0.0003 alpha:0.006738 +2026-02-11 02:27:51 | INFO | PID:1420 | slm_lab.lib.logger:info | Session 3 done diff --git a/data/sac_atari_skiing_2026_02_11_000629/sac_atari_skiing_spec.json b/data/sac_atari_skiing_2026_02_11_000629/sac_atari_skiing_spec.json new file mode 100644 index 0000000000000000000000000000000000000000..b7c39541a9ee1258a7298a57ac11d4580c5e1857 --- /dev/null +++ b/data/sac_atari_skiing_2026_02_11_000629/sac_atari_skiing_spec.json @@ -0,0 +1,98 @@ +{ + "agent": { + "name": "SoftActorCritic", + "algorithm": { + "name": 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b/data/sac_atari_skiing_2026_02_13_034039/log/sac_atari_skiing_t0.log new file mode 100644 index 0000000000000000000000000000000000000000..f7febaa056355c4bcf5ccb7c0ab55e7cd044bb42 --- /dev/null +++ b/data/sac_atari_skiing_2026_02_13_034039/log/sac_atari_skiing_t0.log @@ -0,0 +1,5 @@ +2026-02-13 07:58:06 | INFO | PID:1209 | slm_lab.lib.logger:info | trial_metrics: frame:2.00e+06 | total_reward_ma:-16709.74 | strength:-162 | max_strength:4472 | final_strength:-632.7 | sample_efficiency:2.695e-05 | training_efficiency:0.0001439 | stability:-1.299 | consistency:15.32 +2026-02-13 07:58:06 | INFO | PID:1209 | slm_lab.lib.logger:info | Trial 0 done +2026-02-13 07:58:06 | INFO | PID:1209 | slm_lab.cli.main:run_spec | Output: data/sac_atari_skiing_2026_02_13_034039 +2026-02-13 07:58:06 | INFO | PID:1209 | slm_lab.lib.hf:cleanup_models | Cleanup saved 308.9 MB +2026-02-13 07:58:06 | INFO | PID:1209 | slm_lab.lib.hf:upload | Uploading data/sac_atari_skiing_2026_02_13_034039 to SLM-Lab/benchmark-dev/data/sac_atari_skiing_2026_02_13_034039... diff --git a/data/sac_atari_skiing_2026_02_13_034039/log/sac_atari_skiing_t0_s0.log b/data/sac_atari_skiing_2026_02_13_034039/log/sac_atari_skiing_t0_s0.log new file mode 100644 index 0000000000000000000000000000000000000000..87069ba532df1ce61f054b69eab84970a6c2bc20 --- /dev/null +++ b/data/sac_atari_skiing_2026_02_13_034039/log/sac_atari_skiing_t0_s0.log @@ -0,0 +1,982 @@ +2026-02-13 03:40:44 | INFO | PID:1360 | slm_lab.env:_make_vector_env | AtariVectorEnv: 16 envs, native preprocessing +2026-02-13 03:41:27 | INFO | PID:1360 | slm_lab.lib.perf:log_perf_setup | Performance setup: +Platform: GPU NVIDIA RTX A4500 (compute 8.6) +• GPU cuDNN benchmark: enabled +• GPU memory management: enabled +• GPU TF32 acceleration: enabled +2026-02-13 03:41:28 | INFO | PID:1360 | slm_lab.lib.logger:info | SoftActorCritic: +algorithm_spec: + name: SoftActorCritic + action_pdtype: Categorical + action_policy: default + gamma: 0.99 + training_start_step: 1000 + training_frequency: 4 + training_iter: 3 +name: SoftActorCritic +memory_spec: + name: Replay + batch_size: 256 + max_size: 200000 + use_cer: false +action_pdtype: Categorical +training_iter: 3 +training_start_step: 1000 +policy_delay: 1 +entropy_penalty_coef: 0.0 +gamma: 0.99 +training_frequency: 4 +to_train: 0 +_train_step: 0 +shared: False +net: (device:cuda:0) ConvNet( + (conv_model): Sequential( + (0): Conv2d(4, 32, kernel_size=(8, 8), stride=(4, 4)) + (1): ReLU() + (2): Conv2d(32, 64, kernel_size=(4, 4), stride=(2, 2)) + (3): ReLU() + (4): Conv2d(64, 64, kernel_size=(3, 3), stride=(1, 1)) + (5): ReLU() + ) + (fc_model): Sequential( + (0): Linear(in_features=3136, out_features=512, bias=True) + (1): ReLU() + ) + (tails): Sequential( + (0): Linear(in_features=512, out_features=3, bias=True) + ) + (loss_fn): SmoothL1Loss() +) +optim: AdamW ( +Parameter Group 0 + amsgrad: False + betas: (0.9, 0.999) + capturable: False + decoupled_weight_decay: True + differentiable: False + eps: 0.0001 + foreach: None + fused: None + lr: 0.0003 + maximize: False + weight_decay: 0.01 +) +q1_net: (device:cuda:0) ConvNet( + (conv_model): Sequential( + (0): Conv2d(4, 32, kernel_size=(8, 8), stride=(4, 4)) + (1): ReLU() + (2): Conv2d(32, 64, kernel_size=(4, 4), stride=(2, 2)) + (3): ReLU() + (4): Conv2d(64, 64, kernel_size=(3, 3), stride=(1, 1)) + (5): ReLU() + ) + (fc_model): Sequential( + (0): Linear(in_features=3136, out_features=512, bias=True) + (1): ReLU() + ) + (tails): Sequential( + (0): Linear(in_features=512, out_features=3, bias=True) + ) + (loss_fn): SmoothL1Loss() +) +target_q1_net: (device:cuda:0) ConvNet( + (conv_model): Sequential( + (0): Conv2d(4, 32, kernel_size=(8, 8), stride=(4, 4)) + (1): ReLU() + (2): Conv2d(32, 64, kernel_size=(4, 4), stride=(2, 2)) + (3): ReLU() + (4): Conv2d(64, 64, kernel_size=(3, 3), stride=(1, 1)) + (5): ReLU() + ) + (fc_model): Sequential( + (0): Linear(in_features=3136, out_features=512, bias=True) + (1): ReLU() + ) + (tails): Sequential( + (0): Linear(in_features=512, out_features=3, bias=True) + ) + (loss_fn): SmoothL1Loss() +) +q1_optim: AdamW ( +Parameter Group 0 + amsgrad: False + betas: (0.9, 0.999) + capturable: False + decoupled_weight_decay: True + differentiable: False + eps: 0.0001 + foreach: None + fused: None + lr: 0.0003 + maximize: False + weight_decay: 0.01 +) +q2_net: (device:cuda:0) ConvNet( + (conv_model): Sequential( + (0): Conv2d(4, 32, kernel_size=(8, 8), stride=(4, 4)) + (1): ReLU() + (2): Conv2d(32, 64, kernel_size=(4, 4), stride=(2, 2)) + (3): ReLU() + (4): Conv2d(64, 64, kernel_size=(3, 3), stride=(1, 1)) + (5): ReLU() + ) + (fc_model): Sequential( + (0): Linear(in_features=3136, out_features=512, bias=True) + (1): ReLU() + ) + (tails): Sequential( + (0): Linear(in_features=512, out_features=3, bias=True) + ) + (loss_fn): SmoothL1Loss() +) +target_q2_net: (device:cuda:0) ConvNet( + (conv_model): Sequential( + (0): Conv2d(4, 32, kernel_size=(8, 8), stride=(4, 4)) + (1): ReLU() + (2): Conv2d(32, 64, kernel_size=(4, 4), stride=(2, 2)) + (3): ReLU() + (4): Conv2d(64, 64, kernel_size=(3, 3), stride=(1, 1)) + (5): ReLU() + ) + (fc_model): Sequential( + (0): Linear(in_features=3136, out_features=512, bias=True) + (1): ReLU() + ) + (tails): Sequential( + (0): Linear(in_features=512, out_features=3, bias=True) + ) + (loss_fn): SmoothL1Loss() +) +q2_optim: AdamW ( +Parameter Group 0 + amsgrad: False + betas: (0.9, 0.999) + capturable: False + decoupled_weight_decay: True + differentiable: False + eps: 0.0001 + foreach: None + fused: None + lr: 0.0003 + maximize: False + weight_decay: 0.01 +) +net_names: ['net', 'q1_net', 'target_q1_net', 'q2_net', 'target_q2_net'] +target_entropy: 0.6591673732008658 +log_alpha: tensor([0.], device='cuda:0', requires_grad=True) +alpha: tensor([1.], device='cuda:0') +alpha_optim: AdamW ( +Parameter Group 0 + amsgrad: False + betas: (0.9, 0.999) + capturable: False + decoupled_weight_decay: True + differentiable: False + eps: 0.0001 + foreach: None + fused: None + lr: 0.0003 + maximize: False + weight_decay: 0.01 +) +2026-02-13 03:42:37 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:nan total_reward_ma:nan loss:-0.05132 fps:90.91 +frame:1.00e+04 wall_t:110 t:625 epi:nan +opt_step:1689 lr:0.0003 alpha:0.6319 +2026-02-13 03:43:52 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-15908.10 total_reward_ma:-15908.10 loss:4.046 fps:108.1 +frame:2.00e+04 wall_t:185 t:1250 epi:nan +opt_step:3564 lr:0.0003 alpha:0.4041 +2026-02-13 03:45:08 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-16788.94 total_reward_ma:-16348.52 loss:9.441 fps:114.9 +frame:3.00e+04 wall_t:261 t:1875 epi:nan +opt_step:5439 lr:0.0003 alpha:0.2646 +2026-02-13 03:46:27 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-16400.79 total_reward_ma:-16365.94 loss:15.19 fps:117.6 +frame:4.00e+04 wall_t:340 t:2500 epi:nan +opt_step:7314 lr:0.0003 alpha:0.1748 +2026-02-13 03:47:44 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-16346.19 total_reward_ma:-16361.00 loss:21.11 fps:119.9 +frame:5.00e+04 wall_t:417 t:3125 epi:nan +opt_step:9189 lr:0.0003 alpha:0.1159 +2026-02-13 03:49:01 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-16264.82 total_reward_ma:-16341.77 loss:26.8 fps:121.5 +frame:6.00e+04 wall_t:494 t:3750 epi:nan +opt_step:11064 lr:0.0003 alpha:0.07698 +2026-02-13 03:50:18 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-16545.94 total_reward_ma:-16375.79 loss:32.57 fps:122.6 +frame:7.00e+04 wall_t:571 t:4375 epi:nan +opt_step:12939 lr:0.0003 alpha:0.05124 +2026-02-13 03:51:35 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-16534.51 total_reward_ma:-16398.47 loss:37.5 fps:123.6 +frame:8.00e+04 wall_t:647 t:5000 epi:nan +opt_step:14814 lr:0.0003 alpha:0.03419 +2026-02-13 03:52:52 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-16633.78 total_reward_ma:-16427.88 loss:42.26 fps:124.1 +frame:9.00e+04 wall_t:725 t:5625 epi:nan +opt_step:16689 lr:0.0003 alpha:0.02287 +2026-02-13 03:54:09 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-16507.47 total_reward_ma:-16436.72 loss:46.72 fps:124.7 +frame:1.00e+05 wall_t:802 t:6250 epi:nan +opt_step:18564 lr:0.0003 alpha:0.01533 +2026-02-13 03:55:27 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-16441.95 total_reward_ma:-16437.25 loss:50.9 fps:125.1 +frame:1.10e+05 wall_t:879 t:6875 epi:nan +opt_step:20439 lr:0.0003 alpha:0.01031 +2026-02-13 03:56:46 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-16361.65 total_reward_ma:-16430.38 loss:54.6 fps:125.1 +frame:1.20e+05 wall_t:959 t:7500 epi:nan +opt_step:22314 lr:0.0003 alpha:0.01021 +2026-02-13 03:58:04 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-15962.61 total_reward_ma:-16391.39 loss:58.2 fps:125.4 +frame:1.30e+05 wall_t:1037 t:8125 epi:nan +opt_step:24189 lr:0.0003 alpha:0.02161 +2026-02-13 03:59:22 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-14805.92 total_reward_ma:-16269.44 loss:61.25 fps:125.6 +frame:1.40e+05 wall_t:1115 t:8750 epi:nan +opt_step:26064 lr:0.0003 alpha:0.04663 +2026-02-13 04:00:40 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-14532.53 total_reward_ma:-16145.37 loss:63.83 fps:125.7 +frame:1.50e+05 wall_t:1193 t:9375 epi:nan +opt_step:27939 lr:0.0003 alpha:0.03357 +2026-02-13 04:01:58 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-14580.61 total_reward_ma:-16041.05 loss:66.23 fps:125.9 +frame:1.60e+05 wall_t:1271 t:10000 epi:nan +opt_step:29814 lr:0.0003 alpha:0.02224 +2026-02-13 04:03:15 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-14337.55 total_reward_ma:-15934.58 loss:68.63 fps:126.1 +frame:1.70e+05 wall_t:1348 t:10625 epi:nan +opt_step:31689 lr:0.0003 alpha:0.01489 +2026-02-13 04:04:30 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-14489.73 total_reward_ma:-15849.59 loss:70.75 fps:126.5 +frame:1.80e+05 wall_t:1423 t:11250 epi:nan +opt_step:33564 lr:0.0003 alpha:0.01022 +2026-02-13 04:05:47 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-14515.05 total_reward_ma:-15775.45 loss:72.81 fps:126.7 +frame:1.90e+05 wall_t:1500 t:11875 epi:nan +opt_step:35439 lr:0.0003 alpha:0.006894 +2026-02-13 04:07:04 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-14473.89 total_reward_ma:-15706.95 loss:74.64 fps:126.8 +frame:2.00e+05 wall_t:1577 t:12500 epi:nan +opt_step:37314 lr:0.0003 alpha:0.006738 +2026-02-13 04:08:21 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-14601.57 total_reward_ma:-15651.68 loss:76.94 fps:127 +frame:2.10e+05 wall_t:1654 t:13125 epi:nan +opt_step:39189 lr:0.0003 alpha:0.006738 +2026-02-13 04:09:37 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-14610.97 total_reward_ma:-15602.12 loss:77.9 fps:127.2 +frame:2.20e+05 wall_t:1730 t:13750 epi:nan +opt_step:41064 lr:0.0003 alpha:0.006738 +2026-02-13 04:10:54 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-14669.54 total_reward_ma:-15559.73 loss:79.36 fps:127.3 +frame:2.30e+05 wall_t:1807 t:14375 epi:nan +opt_step:42939 lr:0.0003 alpha:0.006738 +2026-02-13 04:12:10 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-14934.99 total_reward_ma:-15532.57 loss:80.62 fps:127.5 +frame:2.40e+05 wall_t:1883 t:15000 epi:nan +opt_step:44814 lr:0.0003 alpha:0.006738 +2026-02-13 04:13:27 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-15348.79 total_reward_ma:-15524.91 loss:81.91 fps:127.6 +frame:2.50e+05 wall_t:1960 t:15625 epi:nan +opt_step:46689 lr:0.0003 alpha:0.006738 +2026-02-13 04:14:44 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-16184.09 total_reward_ma:-15551.28 loss:82.89 fps:127.6 +frame:2.60e+05 wall_t:2037 t:16250 epi:nan +opt_step:48564 lr:0.0003 alpha:0.006738 +2026-02-13 04:16:00 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-16516.38 total_reward_ma:-15588.40 loss:84.72 fps:127.8 +frame:2.70e+05 wall_t:2113 t:16875 epi:nan +opt_step:50439 lr:0.0003 alpha:0.006738 +2026-02-13 04:17:17 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-16688.13 total_reward_ma:-15629.13 loss:84.86 fps:127.9 +frame:2.80e+05 wall_t:2189 t:17500 epi:nan +opt_step:52314 lr:0.0003 alpha:0.006738 +2026-02-13 04:18:33 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-16688.74 total_reward_ma:-15666.97 loss:85.82 fps:128 +frame:2.90e+05 wall_t:2266 t:18125 epi:nan +opt_step:54189 lr:0.0003 alpha:0.006738 +2026-02-13 04:19:50 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-16653.17 total_reward_ma:-15700.98 loss:86.64 fps:128 +frame:3.00e+05 wall_t:2343 t:18750 epi:nan +opt_step:56064 lr:0.0003 alpha:0.006738 +2026-02-13 04:21:07 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-16625.09 total_reward_ma:-15731.78 loss:88.09 fps:128.1 +frame:3.10e+05 wall_t:2420 t:19375 epi:nan +opt_step:57939 lr:0.0003 alpha:0.008466 +2026-02-13 04:22:24 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-16150.34 total_reward_ma:-15745.28 loss:88.15 fps:128.2 +frame:3.20e+05 wall_t:2497 t:20000 epi:nan +opt_step:59814 lr:0.0003 alpha:0.01845 +2026-02-13 04:23:41 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-15462.14 total_reward_ma:-15736.44 loss:88.79 fps:128.2 +frame:3.30e+05 wall_t:2574 t:20625 epi:nan +opt_step:61689 lr:0.0003 alpha:0.01702 +2026-02-13 04:24:57 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-15251.81 total_reward_ma:-15721.75 loss:89.19 fps:128.3 +frame:3.40e+05 wall_t:2650 t:21250 epi:nan +opt_step:63564 lr:0.0003 alpha:0.0113 +2026-02-13 04:26:14 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-15253.53 total_reward_ma:-15707.98 loss:89.82 fps:128.3 +frame:3.50e+05 wall_t:2727 t:21875 epi:nan +opt_step:65439 lr:0.0003 alpha:0.007598 +2026-02-13 04:27:31 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-15139.86 total_reward_ma:-15691.75 loss:90.32 fps:128.4 +frame:3.60e+05 wall_t:2804 t:22500 epi:nan +opt_step:67314 lr:0.0003 alpha:0.006738 +2026-02-13 04:28:47 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-15139.02 total_reward_ma:-15676.39 loss:90.8 fps:128.5 +frame:3.70e+05 wall_t:2880 t:23125 epi:nan +opt_step:69189 lr:0.0003 alpha:0.006738 +2026-02-13 04:30:04 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-15175.02 total_reward_ma:-15662.84 loss:91.83 fps:128.5 +frame:3.80e+05 wall_t:2957 t:23750 epi:nan +opt_step:71064 lr:0.0003 alpha:0.006738 +2026-02-13 04:31:21 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-15095.12 total_reward_ma:-15647.90 loss:91.7 fps:128.5 +frame:3.90e+05 wall_t:3034 t:24375 epi:nan +opt_step:72939 lr:0.0003 alpha:0.006738 +2026-02-13 04:32:38 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-14985.97 total_reward_ma:-15630.93 loss:91.97 fps:128.6 +frame:4.00e+05 wall_t:3111 t:25000 epi:nan +opt_step:74814 lr:0.0003 alpha:0.006738 +2026-02-13 04:33:55 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-14974.49 total_reward_ma:-15614.52 loss:92.3 fps:128.6 +frame:4.10e+05 wall_t:3188 t:25625 epi:nan +opt_step:76689 lr:0.0003 alpha:0.006738 +2026-02-13 04:35:12 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-15015.51 total_reward_ma:-15599.91 loss:92.57 fps:128.6 +frame:4.20e+05 wall_t:3265 t:26250 epi:nan +opt_step:78564 lr:0.0003 alpha:0.006738 +2026-02-13 04:36:30 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-15251.72 total_reward_ma:-15591.62 loss:92.85 fps:128.7 +frame:4.30e+05 wall_t:3342 t:26875 epi:nan +opt_step:80439 lr:0.0003 alpha:0.006738 +2026-02-13 04:37:46 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-15529.96 total_reward_ma:-15590.19 loss:93.89 fps:128.7 +frame:4.40e+05 wall_t:3419 t:27500 epi:nan +opt_step:82314 lr:0.0003 alpha:0.006738 +2026-02-13 04:39:03 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-16131.97 total_reward_ma:-15602.50 loss:93.32 fps:128.7 +frame:4.50e+05 wall_t:3496 t:28125 epi:nan +opt_step:84189 lr:0.0003 alpha:0.006738 +2026-02-13 04:40:19 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-16270.41 total_reward_ma:-15617.34 loss:94.19 fps:128.8 +frame:4.60e+05 wall_t:3572 t:28750 epi:nan +opt_step:86064 lr:0.0003 alpha:0.006738 +2026-02-13 04:41:37 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-16254.06 total_reward_ma:-15631.18 loss:93.8 fps:128.8 +frame:4.70e+05 wall_t:3650 t:29375 epi:nan +opt_step:87939 lr:0.0003 alpha:0.006738 +2026-02-13 04:42:53 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-16220.49 total_reward_ma:-15643.72 loss:93.98 fps:128.8 +frame:4.80e+05 wall_t:3726 t:30000 epi:nan +opt_step:89814 lr:0.0003 alpha:0.006738 +2026-02-13 04:44:10 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-16198.64 total_reward_ma:-15655.28 loss:93.97 fps:128.8 +frame:4.90e+05 wall_t:3803 t:30625 epi:nan +opt_step:91689 lr:0.0003 alpha:0.006738 +2026-02-13 04:45:27 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-16264.37 total_reward_ma:-15667.71 loss:95.39 fps:128.9 +frame:5.00e+05 wall_t:3880 t:31250 epi:nan +opt_step:93564 lr:0.0003 alpha:0.006738 +2026-02-13 04:46:44 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-16210.16 total_reward_ma:-15678.56 loss:94.32 fps:128.9 +frame:5.10e+05 wall_t:3957 t:31875 epi:nan +opt_step:95439 lr:0.0003 alpha:0.006738 +2026-02-13 04:48:00 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-16282.62 total_reward_ma:-15690.41 loss:95.54 fps:128.9 +frame:5.20e+05 wall_t:4033 t:32500 epi:nan +opt_step:97314 lr:0.0003 alpha:0.006738 +2026-02-13 04:49:17 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-16272.23 total_reward_ma:-15701.59 loss:94.54 fps:129 +frame:5.30e+05 wall_t:4110 t:33125 epi:nan +opt_step:99189 lr:0.0003 alpha:0.006738 +2026-02-13 04:50:34 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-16422.12 total_reward_ma:-15715.19 loss:95.1 fps:129 +frame:5.40e+05 wall_t:4187 t:33750 epi:nan +opt_step:101064 lr:0.0003 alpha:0.006738 +2026-02-13 04:51:50 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-16329.61 total_reward_ma:-15726.57 loss:94.78 fps:129 +frame:5.50e+05 wall_t:4263 t:34375 epi:nan +opt_step:102939 lr:0.0003 alpha:0.006738 +2026-02-13 04:53:07 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-16293.47 total_reward_ma:-15736.88 loss:95.31 fps:129 +frame:5.60e+05 wall_t:4340 t:35000 epi:nan +opt_step:104814 lr:0.0003 alpha:0.006738 +2026-02-13 04:54:25 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-16289.14 total_reward_ma:-15746.74 loss:94.92 fps:129 +frame:5.70e+05 wall_t:4418 t:35625 epi:nan +opt_step:106689 lr:0.0003 alpha:0.006738 +2026-02-13 04:55:42 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-16235.31 total_reward_ma:-15755.31 loss:96.21 fps:129 +frame:5.80e+05 wall_t:4495 t:36250 epi:nan +opt_step:108564 lr:0.0003 alpha:0.006738 +2026-02-13 04:56:59 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-16321.28 total_reward_ma:-15765.07 loss:95.78 fps:129 +frame:5.90e+05 wall_t:4572 t:36875 epi:nan +opt_step:110439 lr:0.0003 alpha:0.006738 +2026-02-13 04:58:16 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-16373.46 total_reward_ma:-15775.38 loss:95.44 fps:129.1 +frame:6.00e+05 wall_t:4649 t:37500 epi:nan +opt_step:112314 lr:0.0003 alpha:0.006738 +2026-02-13 04:59:33 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-16373.62 total_reward_ma:-15785.35 loss:95.22 fps:129.1 +frame:6.10e+05 wall_t:4726 t:38125 epi:nan +opt_step:114189 lr:0.0003 alpha:0.006738 +2026-02-13 05:00:49 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-16402.73 total_reward_ma:-15795.47 loss:95.93 fps:129.1 +frame:6.20e+05 wall_t:4802 t:38750 epi:nan +opt_step:116064 lr:0.0003 alpha:0.006738 +2026-02-13 05:02:06 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-16368.25 total_reward_ma:-15804.71 loss:95.48 fps:129.1 +frame:6.30e+05 wall_t:4879 t:39375 epi:nan +opt_step:117939 lr:0.0003 alpha:0.006738 +2026-02-13 05:03:22 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-16308.37 total_reward_ma:-15812.70 loss:96.59 fps:129.2 +frame:6.40e+05 wall_t:4955 t:40000 epi:nan +opt_step:119814 lr:0.0003 alpha:0.006738 +2026-02-13 05:04:38 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-16331.41 total_reward_ma:-15820.81 loss:95.47 fps:129.2 +frame:6.50e+05 wall_t:5031 t:40625 epi:nan +opt_step:121689 lr:0.0003 alpha:0.006738 +2026-02-13 05:05:54 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-16272.11 total_reward_ma:-15827.75 loss:95.8 fps:129.2 +frame:6.60e+05 wall_t:5107 t:41250 epi:nan +opt_step:123564 lr:0.0003 alpha:0.006738 +2026-02-13 05:07:11 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-16280.49 total_reward_ma:-15834.61 loss:95.77 fps:129.3 +frame:6.70e+05 wall_t:5183 t:41875 epi:nan +opt_step:125439 lr:0.0003 alpha:0.006738 +2026-02-13 05:08:27 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-16322.63 total_reward_ma:-15841.90 loss:95.83 fps:129.3 +frame:6.80e+05 wall_t:5260 t:42500 epi:nan +opt_step:127314 lr:0.0003 alpha:0.006738 +2026-02-13 05:09:44 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-16343.73 total_reward_ma:-15849.28 loss:95.86 fps:129.3 +frame:6.90e+05 wall_t:5337 t:43125 epi:nan +opt_step:129189 lr:0.0003 alpha:0.006738 +2026-02-13 05:11:01 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-16372.84 total_reward_ma:-15856.86 loss:95.89 fps:129.3 +frame:7.00e+05 wall_t:5414 t:43750 epi:nan +opt_step:131064 lr:0.0003 alpha:0.006738 +2026-02-13 05:12:17 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-16369.71 total_reward_ma:-15864.19 loss:96.03 fps:129.3 +frame:7.10e+05 wall_t:5490 t:44375 epi:nan +opt_step:132939 lr:0.0003 alpha:0.006738 +2026-02-13 05:13:34 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-16265.05 total_reward_ma:-15869.83 loss:96.3 fps:129.3 +frame:7.20e+05 wall_t:5567 t:45000 epi:nan +opt_step:134814 lr:0.0003 alpha:0.006738 +2026-02-13 05:14:51 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-16355.45 total_reward_ma:-15876.58 loss:96.14 fps:129.3 +frame:7.30e+05 wall_t:5644 t:45625 epi:nan +opt_step:136689 lr:0.0003 alpha:0.006738 +2026-02-13 05:16:09 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-16245.86 total_reward_ma:-15881.64 loss:96.17 fps:129.3 +frame:7.40e+05 wall_t:5721 t:46250 epi:nan +opt_step:138564 lr:0.0003 alpha:0.006738 +2026-02-13 05:17:25 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-16250.07 total_reward_ma:-15886.62 loss:96.82 fps:129.4 +frame:7.50e+05 wall_t:5798 t:46875 epi:nan +opt_step:140439 lr:0.0003 alpha:0.006738 +2026-02-13 05:18:43 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-16266.88 total_reward_ma:-15891.69 loss:96.09 fps:129.3 +frame:7.60e+05 wall_t:5876 t:47500 epi:nan +opt_step:142314 lr:0.0003 alpha:0.006738 +2026-02-13 05:20:00 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-16284.96 total_reward_ma:-15896.86 loss:96.71 fps:129.3 +frame:7.70e+05 wall_t:5953 t:48125 epi:nan +opt_step:144189 lr:0.0003 alpha:0.006738 +2026-02-13 05:21:16 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-16316.35 total_reward_ma:-15902.31 loss:96.71 fps:129.4 +frame:7.80e+05 wall_t:6029 t:48750 epi:nan +opt_step:146064 lr:0.0003 alpha:0.006738 +2026-02-13 05:22:32 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-16282.98 total_reward_ma:-15907.19 loss:96 fps:129.4 +frame:7.90e+05 wall_t:6105 t:49375 epi:nan +opt_step:147939 lr:0.0003 alpha:0.006738 +2026-02-13 05:23:48 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-16231.90 total_reward_ma:-15911.30 loss:96.11 fps:129.4 +frame:8.00e+05 wall_t:6181 t:50000 epi:nan +opt_step:149814 lr:0.0003 alpha:0.006738 +2026-02-13 05:25:05 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-16394.66 total_reward_ma:-15917.34 loss:95.86 fps:129.5 +frame:8.10e+05 wall_t:6257 t:50625 epi:nan +opt_step:151689 lr:0.0003 alpha:0.006738 +2026-02-13 05:26:21 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-16402.24 total_reward_ma:-15923.33 loss:97.04 fps:129.5 +frame:8.20e+05 wall_t:6333 t:51250 epi:nan +opt_step:153564 lr:0.0003 alpha:0.006738 +2026-02-13 05:27:38 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-16441.05 total_reward_ma:-15929.64 loss:95.94 fps:129.5 +frame:8.30e+05 wall_t:6411 t:51875 epi:nan +opt_step:155439 lr:0.0003 alpha:0.006738 +2026-02-13 05:28:57 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-16508.85 total_reward_ma:-15936.62 loss:96.53 fps:129.4 +frame:8.40e+05 wall_t:6490 t:52500 epi:nan +opt_step:157314 lr:0.0003 alpha:0.006738 +2026-02-13 05:30:14 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-16453.16 total_reward_ma:-15942.77 loss:96.01 fps:129.4 +frame:8.50e+05 wall_t:6567 t:53125 epi:nan +opt_step:159189 lr:0.0003 alpha:0.006738 +2026-02-13 05:31:31 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-16470.77 total_reward_ma:-15948.98 loss:96.64 fps:129.4 +frame:8.60e+05 wall_t:6644 t:53750 epi:nan +opt_step:161064 lr:0.0003 alpha:0.006738 +2026-02-13 05:32:48 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-16454.81 total_reward_ma:-15954.86 loss:96.07 fps:129.4 +frame:8.70e+05 wall_t:6721 t:54375 epi:nan +opt_step:162939 lr:0.0003 alpha:0.006738 +2026-02-13 05:34:04 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-16510.27 total_reward_ma:-15961.25 loss:96.47 fps:129.5 +frame:8.80e+05 wall_t:6797 t:55000 epi:nan +opt_step:164814 lr:0.0003 alpha:0.006738 +2026-02-13 05:35:21 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-16465.18 total_reward_ma:-15966.97 loss:95.94 fps:129.5 +frame:8.90e+05 wall_t:6874 t:55625 epi:nan +opt_step:166689 lr:0.0003 alpha:0.006738 +2026-02-13 05:36:37 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-16257.45 total_reward_ma:-15970.24 loss:96.25 fps:129.5 +frame:9.00e+05 wall_t:6950 t:56250 epi:nan +opt_step:168564 lr:0.0003 alpha:0.006738 +2026-02-13 05:37:54 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-16243.79 total_reward_ma:-15973.28 loss:96.09 fps:129.5 +frame:9.10e+05 wall_t:7026 t:56875 epi:nan +opt_step:170439 lr:0.0003 alpha:0.006738 +2026-02-13 05:39:11 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-16251.16 total_reward_ma:-15976.33 loss:96.58 fps:129.5 +frame:9.20e+05 wall_t:7103 t:57500 epi:nan +opt_step:172314 lr:0.0003 alpha:0.006738 +2026-02-13 05:40:27 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-16061.29 total_reward_ma:-15977.25 loss:96.08 fps:129.5 +frame:9.30e+05 wall_t:7180 t:58125 epi:nan +opt_step:174189 lr:0.0003 alpha:0.006738 +2026-02-13 05:41:44 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-16121.76 total_reward_ma:-15978.81 loss:96.62 fps:129.5 +frame:9.40e+05 wall_t:7257 t:58750 epi:nan +opt_step:176064 lr:0.0003 alpha:0.006738 +2026-02-13 05:43:00 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-16083.80 total_reward_ma:-15979.92 loss:96.13 fps:129.6 +frame:9.50e+05 wall_t:7333 t:59375 epi:nan +opt_step:177939 lr:0.0003 alpha:0.006738 +2026-02-13 05:44:17 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-16123.53 total_reward_ma:-15981.44 loss:96.24 fps:129.6 +frame:9.60e+05 wall_t:7410 t:60000 epi:nan +opt_step:179814 lr:0.0003 alpha:0.006738 +2026-02-13 05:45:33 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-16065.41 total_reward_ma:-15982.31 loss:96.37 fps:129.6 +frame:9.70e+05 wall_t:7486 t:60625 epi:nan +opt_step:181689 lr:0.0003 alpha:0.006738 +2026-02-13 05:46:50 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-16062.28 total_reward_ma:-15983.13 loss:96.32 fps:129.6 +frame:9.80e+05 wall_t:7563 t:61250 epi:nan +opt_step:183564 lr:0.0003 alpha:0.006738 +2026-02-13 05:48:07 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-16081.21 total_reward_ma:-15984.13 loss:96.4 fps:129.6 +frame:9.90e+05 wall_t:7640 t:61875 epi:nan +opt_step:185439 lr:0.0003 alpha:0.006738 +2026-02-13 05:49:24 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-16071.39 total_reward_ma:-15985.02 loss:96.4 fps:129.6 +frame:1.00e+06 wall_t:7717 t:62500 epi:nan +opt_step:187314 lr:0.0003 alpha:0.006738 +2026-02-13 05:50:41 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-16102.37 total_reward_ma:-15986.19 loss:96.69 fps:129.6 +frame:1.01e+06 wall_t:7794 t:63125 epi:nan +opt_step:189189 lr:0.0003 alpha:0.006738 +2026-02-13 05:51:57 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-16202.72 total_reward_ma:-15989.14 loss:96.37 fps:129.6 +frame:1.02e+06 wall_t:7870 t:63750 epi:nan +opt_step:191064 lr:0.0003 alpha:0.006738 +2026-02-13 05:53:13 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-16238.00 total_reward_ma:-15983.63 loss:96.05 fps:129.6 +frame:1.03e+06 wall_t:7946 t:64375 epi:nan +opt_step:192939 lr:0.0003 alpha:0.006738 +2026-02-13 05:54:30 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-16201.27 total_reward_ma:-15981.63 loss:96.34 fps:129.6 +frame:1.04e+06 wall_t:8023 t:65000 epi:nan +opt_step:194814 lr:0.0003 alpha:0.006738 +2026-02-13 05:55:47 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-16283.41 total_reward_ma:-15981.00 loss:96.36 fps:129.6 +frame:1.05e+06 wall_t:8099 t:65625 epi:nan +opt_step:196689 lr:0.0003 alpha:0.006738 +2026-02-13 05:57:03 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-16302.35 total_reward_ma:-15981.38 loss:96.24 fps:129.6 +frame:1.06e+06 wall_t:8176 t:66250 epi:nan +opt_step:198564 lr:0.0003 alpha:0.006738 +2026-02-13 05:58:20 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-16244.97 total_reward_ma:-15978.37 loss:96.21 fps:129.6 +frame:1.07e+06 wall_t:8253 t:66875 epi:nan +opt_step:200439 lr:0.0003 alpha:0.006738 +2026-02-13 05:59:37 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-16278.47 total_reward_ma:-15975.81 loss:96.82 fps:129.7 +frame:1.08e+06 wall_t:8330 t:67500 epi:nan +opt_step:202314 lr:0.0003 alpha:0.006738 +2026-02-13 06:00:54 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-16316.84 total_reward_ma:-15972.64 loss:96.14 fps:129.7 +frame:1.09e+06 wall_t:8407 t:68125 epi:nan +opt_step:204189 lr:0.0003 alpha:0.006738 +2026-02-13 06:02:10 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-16347.12 total_reward_ma:-15971.04 loss:96.81 fps:129.7 +frame:1.10e+06 wall_t:8483 t:68750 epi:nan +opt_step:206064 lr:0.0003 alpha:0.006738 +2026-02-13 06:03:27 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-16332.56 total_reward_ma:-15969.94 loss:96.12 fps:129.7 +frame:1.11e+06 wall_t:8560 t:69375 epi:nan +opt_step:207939 lr:0.0003 alpha:0.006738 +2026-02-13 06:04:43 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-16358.15 total_reward_ma:-15969.91 loss:96.19 fps:129.7 +frame:1.12e+06 wall_t:8636 t:70000 epi:nan +opt_step:209814 lr:0.0003 alpha:0.006738 +2026-02-13 06:06:01 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-16447.29 total_reward_ma:-15974.75 loss:96.2 fps:129.7 +frame:1.13e+06 wall_t:8713 t:70625 epi:nan +opt_step:211689 lr:0.0003 alpha:0.006738 +2026-02-13 06:07:18 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-16416.60 total_reward_ma:-15990.86 loss:96.85 fps:129.7 +frame:1.14e+06 wall_t:8791 t:71250 epi:nan +opt_step:213564 lr:0.0003 alpha:0.006738 +2026-02-13 06:08:35 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-16407.52 total_reward_ma:-16009.61 loss:96.18 fps:129.7 +frame:1.15e+06 wall_t:8868 t:71875 epi:nan +opt_step:215439 lr:0.0003 alpha:0.006738 +2026-02-13 06:09:52 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-16425.85 total_reward_ma:-16028.07 loss:96.25 fps:129.7 +frame:1.16e+06 wall_t:8945 t:72500 epi:nan +opt_step:217314 lr:0.0003 alpha:0.006738 +2026-02-13 06:11:09 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-16450.01 total_reward_ma:-16049.19 loss:96.33 fps:129.7 +frame:1.17e+06 wall_t:9022 t:73125 epi:nan +opt_step:219189 lr:0.0003 alpha:0.006738 +2026-02-13 06:12:27 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-16379.71 total_reward_ma:-16068.09 loss:96.32 fps:129.7 +frame:1.18e+06 wall_t:9100 t:73750 epi:nan +opt_step:221064 lr:0.0003 alpha:0.006738 +2026-02-13 06:13:43 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-16468.95 total_reward_ma:-16087.63 loss:96.25 fps:129.7 +frame:1.19e+06 wall_t:9176 t:74375 epi:nan +opt_step:222939 lr:0.0003 alpha:0.006738 +2026-02-13 06:15:00 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-16469.02 total_reward_ma:-16107.58 loss:96.25 fps:129.7 +frame:1.20e+06 wall_t:9252 t:75000 epi:nan +opt_step:224814 lr:0.0003 alpha:0.006738 +2026-02-13 06:16:17 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-16412.97 total_reward_ma:-16125.70 loss:96.19 fps:129.7 +frame:1.21e+06 wall_t:9330 t:75625 epi:nan +opt_step:226689 lr:0.0003 alpha:0.006738 +2026-02-13 06:17:34 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-16482.72 total_reward_ma:-16144.41 loss:96.21 fps:129.7 +frame:1.22e+06 wall_t:9406 t:76250 epi:nan +opt_step:228564 lr:0.0003 alpha:0.006738 +2026-02-13 06:18:50 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-16495.16 total_reward_ma:-16162.67 loss:96.2 fps:129.7 +frame:1.23e+06 wall_t:9483 t:76875 epi:nan +opt_step:230439 lr:0.0003 alpha:0.006738 +2026-02-13 06:20:06 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-16443.47 total_reward_ma:-16177.75 loss:97.04 fps:129.7 +frame:1.24e+06 wall_t:9559 t:77500 epi:nan +opt_step:232314 lr:0.0003 alpha:0.006738 +2026-02-13 06:21:24 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-16467.87 total_reward_ma:-16188.94 loss:96.32 fps:129.7 +frame:1.25e+06 wall_t:9637 t:78125 epi:nan +opt_step:234189 lr:0.0003 alpha:0.006738 +2026-02-13 06:22:41 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-16564.18 total_reward_ma:-16192.74 loss:96.33 fps:129.7 +frame:1.26e+06 wall_t:9714 t:78750 epi:nan +opt_step:236064 lr:0.0003 alpha:0.006738 +2026-02-13 06:23:58 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-16581.90 total_reward_ma:-16193.40 loss:96.3 fps:129.7 +frame:1.27e+06 wall_t:9791 t:79375 epi:nan +opt_step:237939 lr:0.0003 alpha:0.006738 +2026-02-13 06:25:17 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-16590.05 total_reward_ma:-16192.42 loss:96.29 fps:129.7 +frame:1.28e+06 wall_t:9870 t:80000 epi:nan +opt_step:239814 lr:0.0003 alpha:0.006738 +2026-02-13 06:26:35 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-16640.94 total_reward_ma:-16191.94 loss:96.49 fps:129.7 +frame:1.29e+06 wall_t:9948 t:80625 epi:nan +opt_step:241689 lr:0.0003 alpha:0.006738 +2026-02-13 06:27:54 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-16603.99 total_reward_ma:-16191.45 loss:96.41 fps:129.6 +frame:1.30e+06 wall_t:10027 t:81250 epi:nan +opt_step:243564 lr:0.0003 alpha:0.006738 +2026-02-13 06:29:13 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-16471.62 total_reward_ma:-16189.91 loss:96.35 fps:129.6 +frame:1.31e+06 wall_t:10106 t:81875 epi:nan +opt_step:245439 lr:0.0003 alpha:0.006738 +2026-02-13 06:30:31 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-16493.47 total_reward_ma:-16193.35 loss:97.01 fps:129.6 +frame:1.32e+06 wall_t:10184 t:82500 epi:nan +opt_step:247314 lr:0.0003 alpha:0.006738 +2026-02-13 06:31:50 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-16552.22 total_reward_ma:-16204.25 loss:96.28 fps:129.6 +frame:1.33e+06 wall_t:10263 t:83125 epi:nan +opt_step:249189 lr:0.0003 alpha:0.006738 +2026-02-13 06:33:07 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-16469.97 total_reward_ma:-16216.43 loss:96.29 fps:129.6 +frame:1.34e+06 wall_t:10340 t:83750 epi:nan +opt_step:251064 lr:0.0003 alpha:0.006738 +2026-02-13 06:34:26 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-16407.41 total_reward_ma:-16227.97 loss:96.95 fps:129.6 +frame:1.35e+06 wall_t:10419 t:84375 epi:nan +opt_step:252939 lr:0.0003 alpha:0.006738 +2026-02-13 06:35:45 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-16384.95 total_reward_ma:-16240.42 loss:96.11 fps:129.6 +frame:1.36e+06 wall_t:10497 t:85000 epi:nan +opt_step:254814 lr:0.0003 alpha:0.006738 +2026-02-13 06:37:03 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-16323.41 total_reward_ma:-16252.26 loss:96.22 fps:129.5 +frame:1.37e+06 wall_t:10576 t:85625 epi:nan +opt_step:256689 lr:0.0003 alpha:0.006738 +2026-02-13 06:38:21 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-16214.99 total_reward_ma:-16262.66 loss:96.15 fps:129.5 +frame:1.38e+06 wall_t:10654 t:86250 epi:nan +opt_step:258564 lr:0.0003 alpha:0.006738 +2026-02-13 06:39:38 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-16253.52 total_reward_ma:-16274.24 loss:96.15 fps:129.5 +frame:1.39e+06 wall_t:10731 t:86875 epi:nan +opt_step:260439 lr:0.0003 alpha:0.006738 +2026-02-13 06:40:54 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-16302.34 total_reward_ma:-16287.41 loss:96.11 fps:129.5 +frame:1.40e+06 wall_t:10807 t:87500 epi:nan +opt_step:262314 lr:0.0003 alpha:0.006738 +2026-02-13 06:42:11 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-16289.41 total_reward_ma:-16300.56 loss:96.11 fps:129.5 +frame:1.41e+06 wall_t:10884 t:88125 epi:nan +opt_step:264189 lr:0.0003 alpha:0.006738 +2026-02-13 06:43:28 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-16242.36 total_reward_ma:-16312.83 loss:96.13 fps:129.6 +frame:1.42e+06 wall_t:10961 t:88750 epi:nan +opt_step:266064 lr:0.0003 alpha:0.006738 +2026-02-13 06:44:45 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-16175.13 total_reward_ma:-16322.06 loss:96.04 fps:129.6 +frame:1.43e+06 wall_t:11038 t:89375 epi:nan +opt_step:267939 lr:0.0003 alpha:0.006738 +2026-02-13 06:46:02 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-16169.94 total_reward_ma:-16328.46 loss:96.07 fps:129.6 +frame:1.44e+06 wall_t:11115 t:90000 epi:nan +opt_step:269814 lr:0.0003 alpha:0.006738 +2026-02-13 06:47:18 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-16165.45 total_reward_ma:-16328.79 loss:96.11 fps:129.6 +frame:1.45e+06 wall_t:11191 t:90625 epi:nan +opt_step:271689 lr:0.0003 alpha:0.006738 +2026-02-13 06:48:34 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-16185.41 total_reward_ma:-16327.95 loss:96.08 fps:129.6 +frame:1.46e+06 wall_t:11267 t:91250 epi:nan +opt_step:273564 lr:0.0003 alpha:0.006738 +2026-02-13 06:49:51 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-16213.58 total_reward_ma:-16327.54 loss:96.11 fps:129.6 +frame:1.47e+06 wall_t:11344 t:91875 epi:nan +opt_step:275439 lr:0.0003 alpha:0.006738 +2026-02-13 06:51:07 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-16225.09 total_reward_ma:-16327.59 loss:96.08 fps:129.6 +frame:1.48e+06 wall_t:11420 t:92500 epi:nan +opt_step:277314 lr:0.0003 alpha:0.006738 +2026-02-13 06:52:23 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-16363.64 total_reward_ma:-16329.24 loss:96.13 fps:129.6 +frame:1.49e+06 wall_t:11496 t:93125 epi:nan +opt_step:279189 lr:0.0003 alpha:0.006738 +2026-02-13 06:53:39 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-16476.99 total_reward_ma:-16331.36 loss:96.01 fps:129.6 +frame:1.50e+06 wall_t:11572 t:93750 epi:nan +opt_step:281064 lr:0.0003 alpha:0.006738 +2026-02-13 06:54:56 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-16418.31 total_reward_ma:-16333.44 loss:96.11 fps:129.6 +frame:1.51e+06 wall_t:11649 t:94375 epi:nan +opt_step:282939 lr:0.0003 alpha:0.006738 +2026-02-13 06:56:13 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-16443.70 total_reward_ma:-16335.05 loss:96.78 fps:129.6 +frame:1.52e+06 wall_t:11726 t:95000 epi:nan +opt_step:284814 lr:0.0003 alpha:0.006738 +2026-02-13 06:57:29 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-16374.95 total_reward_ma:-16336.08 loss:96.05 fps:129.6 +frame:1.53e+06 wall_t:11802 t:95625 epi:nan +opt_step:286689 lr:0.0003 alpha:0.006738 +2026-02-13 06:58:46 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-16391.87 total_reward_ma:-16335.78 loss:96.06 fps:129.6 +frame:1.54e+06 wall_t:11879 t:96250 epi:nan +opt_step:288564 lr:0.0003 alpha:0.006738 +2026-02-13 07:00:03 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-16378.40 total_reward_ma:-16336.27 loss:95.98 fps:129.6 +frame:1.55e+06 wall_t:11956 t:96875 epi:nan +opt_step:290439 lr:0.0003 alpha:0.006738 +2026-02-13 07:01:22 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-16390.49 total_reward_ma:-16337.24 loss:96.04 fps:129.6 +frame:1.56e+06 wall_t:12035 t:97500 epi:nan +opt_step:292314 lr:0.0003 alpha:0.006738 +2026-02-13 07:02:40 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-16373.56 total_reward_ma:-16338.08 loss:96.06 fps:129.6 +frame:1.57e+06 wall_t:12113 t:98125 epi:nan +opt_step:294189 lr:0.0003 alpha:0.006738 +2026-02-13 07:03:58 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-16262.37 total_reward_ma:-16338.35 loss:96.78 fps:129.6 +frame:1.58e+06 wall_t:12191 t:98750 epi:nan +opt_step:296064 lr:0.0003 alpha:0.006738 +2026-02-13 07:05:15 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-16336.85 total_reward_ma:-16338.51 loss:96.72 fps:129.6 +frame:1.59e+06 wall_t:12268 t:99375 epi:nan +opt_step:297939 lr:0.0003 alpha:0.006738 +2026-02-13 07:06:31 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-16336.46 total_reward_ma:-16338.14 loss:95.99 fps:129.6 +frame:1.60e+06 wall_t:12344 t:100000 epi:nan +opt_step:299814 lr:0.0003 alpha:0.006738 +2026-02-13 07:07:47 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-16165.46 total_reward_ma:-16336.06 loss:96.03 fps:129.6 +frame:1.61e+06 wall_t:12420 t:100625 epi:nan +opt_step:301689 lr:0.0003 alpha:0.006738 +2026-02-13 07:09:05 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-16126.87 total_reward_ma:-16333.30 loss:96.08 fps:129.6 +frame:1.62e+06 wall_t:12498 t:101250 epi:nan +opt_step:303564 lr:0.0003 alpha:0.006738 +2026-02-13 07:10:23 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-16134.94 total_reward_ma:-16330.97 loss:96.02 fps:129.6 +frame:1.63e+06 wall_t:12576 t:101875 epi:nan +opt_step:305439 lr:0.0003 alpha:0.006738 +2026-02-13 07:11:42 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-16029.68 total_reward_ma:-16328.18 loss:96.13 fps:129.6 +frame:1.64e+06 wall_t:12655 t:102500 epi:nan +opt_step:307314 lr:0.0003 alpha:0.006738 +2026-02-13 07:13:00 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-16131.41 total_reward_ma:-16326.18 loss:96.21 fps:129.6 +frame:1.65e+06 wall_t:12733 t:103125 epi:nan +opt_step:309189 lr:0.0003 alpha:0.006738 +2026-02-13 07:14:18 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-16264.39 total_reward_ma:-16326.10 loss:96.89 fps:129.6 +frame:1.66e+06 wall_t:12811 t:103750 epi:nan +opt_step:311064 lr:0.0003 alpha:0.006738 +2026-02-13 07:15:37 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-16390.29 total_reward_ma:-16327.20 loss:96.17 fps:129.6 +frame:1.67e+06 wall_t:12890 t:104375 epi:nan +opt_step:312939 lr:0.0003 alpha:0.006738 +2026-02-13 07:16:55 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-16444.93 total_reward_ma:-16328.42 loss:96.86 fps:129.5 +frame:1.68e+06 wall_t:12968 t:105000 epi:nan +opt_step:314814 lr:0.0003 alpha:0.006738 +2026-02-13 07:18:14 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-16491.07 total_reward_ma:-16329.89 loss:96.15 fps:129.5 +frame:1.69e+06 wall_t:13047 t:105625 epi:nan +opt_step:316689 lr:0.0003 alpha:0.006738 +2026-02-13 07:19:33 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-16487.35 total_reward_ma:-16331.04 loss:96.84 fps:129.5 +frame:1.70e+06 wall_t:13126 t:106250 epi:nan +opt_step:318564 lr:0.0003 alpha:0.006738 +2026-02-13 07:20:53 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-16398.47 total_reward_ma:-16331.33 loss:96.82 fps:129.5 +frame:1.71e+06 wall_t:13206 t:106875 epi:nan +opt_step:320439 lr:0.0003 alpha:0.006738 +2026-02-13 07:22:11 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-16337.15 total_reward_ma:-16332.05 loss:96.09 fps:129.5 +frame:1.72e+06 wall_t:13284 t:107500 epi:nan +opt_step:322314 lr:0.0003 alpha:0.006738 +2026-02-13 07:23:30 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-16389.76 total_reward_ma:-16332.39 loss:96.16 fps:129.5 +frame:1.73e+06 wall_t:13363 t:108125 epi:nan +opt_step:324189 lr:0.0003 alpha:0.006738 +2026-02-13 07:24:49 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-16366.35 total_reward_ma:-16333.59 loss:96.18 fps:129.4 +frame:1.74e+06 wall_t:13442 t:108750 epi:nan +opt_step:326064 lr:0.0003 alpha:0.006738 +2026-02-13 07:26:08 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-16358.18 total_reward_ma:-16334.68 loss:96.16 fps:129.4 +frame:1.75e+06 wall_t:13520 t:109375 epi:nan +opt_step:327939 lr:0.0003 alpha:0.006738 +2026-02-13 07:27:26 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-16402.66 total_reward_ma:-16336.03 loss:96.15 fps:129.4 +frame:1.76e+06 wall_t:13599 t:110000 epi:nan +opt_step:329814 lr:0.0003 alpha:0.006738 +2026-02-13 07:28:44 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-16338.94 total_reward_ma:-16336.57 loss:96.16 fps:129.4 +frame:1.77e+06 wall_t:13677 t:110625 epi:nan +opt_step:331689 lr:0.0003 alpha:0.006738 +2026-02-13 07:30:03 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-16344.83 total_reward_ma:-16336.86 loss:96.46 fps:129.4 +frame:1.78e+06 wall_t:13756 t:111250 epi:nan +opt_step:333564 lr:0.0003 alpha:0.006738 +2026-02-13 07:31:22 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-16252.45 total_reward_ma:-16336.55 loss:96.85 fps:129.4 +frame:1.79e+06 wall_t:13835 t:111875 epi:nan +opt_step:335439 lr:0.0003 alpha:0.006738 +2026-02-13 07:32:40 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-16237.97 total_reward_ma:-16336.62 loss:96.47 fps:129.4 +frame:1.80e+06 wall_t:13913 t:112500 epi:nan +opt_step:337314 lr:0.0003 alpha:0.006738 +2026-02-13 07:33:58 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-16160.32 total_reward_ma:-16334.27 loss:96.59 fps:129.4 +frame:1.81e+06 wall_t:13991 t:113125 epi:nan +opt_step:339189 lr:0.0003 alpha:0.006738 +2026-02-13 07:35:14 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-16205.92 total_reward_ma:-16332.31 loss:96.94 fps:129.4 +frame:1.82e+06 wall_t:14067 t:113750 epi:nan +opt_step:341064 lr:0.0003 alpha:0.006738 +2026-02-13 07:36:31 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-16225.63 total_reward_ma:-16330.15 loss:96.06 fps:129.4 +frame:1.83e+06 wall_t:14143 t:114375 epi:nan +opt_step:342939 lr:0.0003 alpha:0.006738 +2026-02-13 07:37:47 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-16288.55 total_reward_ma:-16327.95 loss:96.21 fps:129.4 +frame:1.84e+06 wall_t:14220 t:115000 epi:nan +opt_step:344814 lr:0.0003 alpha:0.006738 +2026-02-13 07:39:03 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-16261.78 total_reward_ma:-16326.04 loss:96.39 fps:129.4 +frame:1.85e+06 wall_t:14296 t:115625 epi:nan +opt_step:346689 lr:0.0003 alpha:0.006738 +2026-02-13 07:40:22 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-16216.78 total_reward_ma:-16323.50 loss:96.24 fps:129.4 +frame:1.86e+06 wall_t:14375 t:116250 epi:nan +opt_step:348564 lr:0.0003 alpha:0.006738 +2026-02-13 07:41:41 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-16318.34 total_reward_ma:-16322.13 loss:96.4 fps:129.4 +frame:1.87e+06 wall_t:14454 t:116875 epi:nan +opt_step:350439 lr:0.0003 alpha:0.006738 +2026-02-13 07:42:59 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-16274.01 total_reward_ma:-16319.77 loss:96.33 fps:129.4 +frame:1.88e+06 wall_t:14532 t:117500 epi:nan +opt_step:352314 lr:0.0003 alpha:0.006738 +2026-02-13 07:44:17 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-16323.14 total_reward_ma:-16318.35 loss:96.33 fps:129.4 +frame:1.89e+06 wall_t:14610 t:118125 epi:nan +opt_step:354189 lr:0.0003 alpha:0.006738 +2026-02-13 07:45:34 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-16224.93 total_reward_ma:-16318.02 loss:96.26 fps:129.4 +frame:1.90e+06 wall_t:14687 t:118750 epi:nan +opt_step:356064 lr:0.0003 alpha:0.006738 +2026-02-13 07:46:51 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-16377.44 total_reward_ma:-16319.36 loss:96.42 fps:129.4 +frame:1.91e+06 wall_t:14764 t:119375 epi:nan +opt_step:357939 lr:0.0003 alpha:0.006738 +2026-02-13 07:48:07 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-16354.35 total_reward_ma:-16320.39 loss:97.66 fps:129.4 +frame:1.92e+06 wall_t:14840 t:120000 epi:nan +opt_step:359814 lr:0.0003 alpha:0.006738 +2026-02-13 07:49:24 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-16505.83 total_reward_ma:-16324.84 loss:97.17 fps:129.4 +frame:1.93e+06 wall_t:14917 t:120625 epi:nan +opt_step:361689 lr:0.0003 alpha:0.006738 +2026-02-13 07:50:40 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-16464.68 total_reward_ma:-16328.27 loss:96.32 fps:129.4 +frame:1.94e+06 wall_t:14993 t:121250 epi:nan +opt_step:363564 lr:0.0003 alpha:0.006738 +2026-02-13 07:51:56 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-16527.78 total_reward_ma:-16332.71 loss:96.36 fps:129.4 +frame:1.95e+06 wall_t:15069 t:121875 epi:nan +opt_step:365439 lr:0.0003 alpha:0.006738 +2026-02-13 07:53:12 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-16514.89 total_reward_ma:-16336.62 loss:96.24 fps:129.4 +frame:1.96e+06 wall_t:15144 t:122500 epi:nan +opt_step:367314 lr:0.0003 alpha:0.006738 +2026-02-13 07:54:28 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-16584.08 total_reward_ma:-16341.81 loss:96.39 fps:129.4 +frame:1.97e+06 wall_t:15221 t:123125 epi:nan +opt_step:369189 lr:0.0003 alpha:0.006738 +2026-02-13 07:55:46 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-16586.23 total_reward_ma:-16347.05 loss:96.27 fps:129.4 +frame:1.98e+06 wall_t:15299 t:123750 epi:nan +opt_step:371064 lr:0.0003 alpha:0.006738 +2026-02-13 07:57:04 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-16610.02 total_reward_ma:-16352.33 loss:96.48 fps:129.4 +frame:1.99e+06 wall_t:15377 t:124375 epi:nan +opt_step:372939 lr:0.0003 alpha:0.006738 +2026-02-13 07:58:01 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_skiing_t0_s0 [train] +total_reward:-16597.04 total_reward_ma:-16357.59 loss:96.32 fps:129.6 +frame:2.00e+06 wall_t:15434 t:125000 epi:nan +opt_step:374814 lr:0.0003 alpha:0.006738 +2026-02-13 07:58:02 | INFO | PID:1360 | slm_lab.lib.logger:info | Session 0 done diff --git a/data/sac_atari_skiing_2026_02_13_034039/log/sac_atari_skiing_t0_s1.log b/data/sac_atari_skiing_2026_02_13_034039/log/sac_atari_skiing_t0_s1.log new file mode 100644 index 0000000000000000000000000000000000000000..08b87f60197b000ab13b305adc0f4169035b8e41 --- /dev/null +++ b/data/sac_atari_skiing_2026_02_13_034039/log/sac_atari_skiing_t0_s1.log @@ -0,0 +1,802 @@ +2026-02-13 03:40:44 | INFO | PID:1361 | slm_lab.env:_make_vector_env | AtariVectorEnv: 16 envs, native preprocessing +2026-02-13 03:42:36 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:nan total_reward_ma:nan loss:1.673 fps:91.74 +frame:1.00e+04 wall_t:109 t:625 epi:nan +opt_step:1689 lr:0.0003 alpha:0.6309 +2026-02-13 03:43:53 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-15464.88 total_reward_ma:-15464.88 loss:5.686 fps:108.1 +frame:2.00e+04 wall_t:185 t:1250 epi:nan +opt_step:3564 lr:0.0003 alpha:0.4032 +2026-02-13 03:45:09 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-16756.71 total_reward_ma:-16110.79 loss:11.05 fps:114.5 +frame:3.00e+04 wall_t:262 t:1875 epi:nan +opt_step:5439 lr:0.0003 alpha:0.2641 +2026-02-13 03:46:27 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-16534.20 total_reward_ma:-16251.93 loss:16.71 fps:117.6 +frame:4.00e+04 wall_t:340 t:2500 epi:nan +opt_step:7314 lr:0.0003 alpha:0.1744 +2026-02-13 03:47:44 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-16655.15 total_reward_ma:-16352.73 loss:22.76 fps:119.9 +frame:5.00e+04 wall_t:417 t:3125 epi:nan +opt_step:9189 lr:0.0003 alpha:0.1156 +2026-02-13 03:49:01 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-16421.90 total_reward_ma:-16366.57 loss:28.52 fps:121.5 +frame:6.00e+04 wall_t:494 t:3750 epi:nan +opt_step:11064 lr:0.0003 alpha:0.07682 +2026-02-13 03:50:18 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-16549.59 total_reward_ma:-16397.07 loss:33.9 fps:122.8 +frame:7.00e+04 wall_t:570 t:4375 epi:nan +opt_step:12939 lr:0.0003 alpha:0.05114 +2026-02-13 03:51:35 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-16500.54 total_reward_ma:-16411.85 loss:39.02 fps:123.5 +frame:8.00e+04 wall_t:648 t:5000 epi:nan +opt_step:14814 lr:0.0003 alpha:0.03412 +2026-02-13 03:52:51 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-16492.76 total_reward_ma:-16421.96 loss:43.69 fps:124.3 +frame:9.00e+04 wall_t:724 t:5625 epi:nan +opt_step:16689 lr:0.0003 alpha:0.02281 +2026-02-13 03:54:08 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-16566.46 total_reward_ma:-16438.02 loss:48.39 fps:124.8 +frame:1.00e+05 wall_t:801 t:6250 epi:nan +opt_step:18564 lr:0.0003 alpha:0.0153 +2026-02-13 03:55:25 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-16665.54 total_reward_ma:-16460.77 loss:52.39 fps:125.3 +frame:1.10e+05 wall_t:878 t:6875 epi:nan +opt_step:20439 lr:0.0003 alpha:0.0103 +2026-02-13 03:56:44 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-16591.61 total_reward_ma:-16472.67 loss:56.14 fps:125.4 +frame:1.20e+05 wall_t:957 t:7500 epi:nan +opt_step:22314 lr:0.0003 alpha:0.00696 +2026-02-13 03:58:02 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-16576.51 total_reward_ma:-16481.32 loss:59.36 fps:125.6 +frame:1.30e+05 wall_t:1035 t:8125 epi:nan +opt_step:24189 lr:0.0003 alpha:0.006738 +2026-02-13 03:59:20 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-16576.51 total_reward_ma:-16488.64 loss:62.85 fps:125.8 +frame:1.40e+05 wall_t:1113 t:8750 epi:nan +opt_step:26064 lr:0.0003 alpha:0.01391 +2026-02-13 04:00:37 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-16576.51 total_reward_ma:-16494.92 loss:65.48 fps:126.1 +frame:1.50e+05 wall_t:1190 t:9375 epi:nan +opt_step:27939 lr:0.0003 alpha:0.03006 +2026-02-13 04:01:54 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-16576.51 total_reward_ma:-16500.36 loss:68.47 fps:126.3 +frame:1.60e+05 wall_t:1267 t:10000 epi:nan +opt_step:29814 lr:0.0003 alpha:0.06493 +2026-02-13 04:03:10 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-16857.53 total_reward_ma:-16522.68 loss:70.12 fps:126.6 +frame:1.70e+05 wall_t:1343 t:10625 epi:nan +opt_step:31689 lr:0.0003 alpha:0.0964 +2026-02-13 04:04:27 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-18052.60 total_reward_ma:-16612.67 loss:71.5 fps:126.8 +frame:1.80e+05 wall_t:1420 t:11250 epi:nan +opt_step:33564 lr:0.0003 alpha:0.06253 +2026-02-13 04:05:43 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-18826.85 total_reward_ma:-16735.68 loss:73.48 fps:127 +frame:1.90e+05 wall_t:1496 t:11875 epi:nan +opt_step:35439 lr:0.0003 alpha:0.04145 +2026-02-13 04:06:59 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-18786.88 total_reward_ma:-16843.64 loss:74.54 fps:127.2 +frame:2.00e+05 wall_t:1572 t:12500 epi:nan +opt_step:37314 lr:0.0003 alpha:0.02766 +2026-02-13 04:08:16 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-18652.04 total_reward_ma:-16934.06 loss:75.9 fps:127.3 +frame:2.10e+05 wall_t:1649 t:13125 epi:nan +opt_step:39189 lr:0.0003 alpha:0.01852 +2026-02-13 04:09:32 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-18697.31 total_reward_ma:-17018.03 loss:77.8 fps:127.5 +frame:2.20e+05 wall_t:1725 t:13750 epi:nan +opt_step:41064 lr:0.0003 alpha:0.01243 +2026-02-13 04:10:48 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-18601.53 total_reward_ma:-17090.00 loss:79.13 fps:127.7 +frame:2.30e+05 wall_t:1801 t:14375 epi:nan +opt_step:42939 lr:0.0003 alpha:0.008375 +2026-02-13 04:12:04 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-18649.11 total_reward_ma:-17157.79 loss:80.45 fps:127.9 +frame:2.40e+05 wall_t:1877 t:15000 epi:nan +opt_step:44814 lr:0.0003 alpha:0.006738 +2026-02-13 04:13:20 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-18544.65 total_reward_ma:-17215.58 loss:81.41 fps:128 +frame:2.50e+05 wall_t:1953 t:15625 epi:nan +opt_step:46689 lr:0.0003 alpha:0.006738 +2026-02-13 04:14:36 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-18550.09 total_reward_ma:-17268.96 loss:83.04 fps:128.1 +frame:2.60e+05 wall_t:2029 t:16250 epi:nan +opt_step:48564 lr:0.0003 alpha:0.006738 +2026-02-13 04:15:52 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-18443.53 total_reward_ma:-17314.13 loss:83.88 fps:128.3 +frame:2.70e+05 wall_t:2105 t:16875 epi:nan +opt_step:50439 lr:0.0003 alpha:0.006738 +2026-02-13 04:17:08 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-18615.56 total_reward_ma:-17362.34 loss:84.8 fps:128.4 +frame:2.80e+05 wall_t:2181 t:17500 epi:nan +opt_step:52314 lr:0.0003 alpha:0.008886 +2026-02-13 04:18:25 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-16791.72 total_reward_ma:-17341.96 loss:86.13 fps:128.4 +frame:2.90e+05 wall_t:2258 t:18125 epi:nan +opt_step:54189 lr:0.0003 alpha:0.01933 +2026-02-13 04:19:42 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-14449.67 total_reward_ma:-17242.22 loss:87.57 fps:128.5 +frame:3.00e+05 wall_t:2334 t:18750 epi:nan +opt_step:56064 lr:0.0003 alpha:0.04179 +2026-02-13 04:20:58 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-13189.89 total_reward_ma:-17107.14 loss:87.35 fps:128.6 +frame:3.10e+05 wall_t:2411 t:19375 epi:nan +opt_step:57939 lr:0.0003 alpha:0.09016 +2026-02-13 04:22:15 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-11810.89 total_reward_ma:-16936.30 loss:87.94 fps:128.7 +frame:3.20e+05 wall_t:2487 t:20000 epi:nan +opt_step:59814 lr:0.0003 alpha:0.1939 +2026-02-13 04:23:30 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-10510.50 total_reward_ma:-16735.49 loss:88.31 fps:128.8 +frame:3.30e+05 wall_t:2563 t:20625 epi:nan +opt_step:61689 lr:0.0003 alpha:0.4149 +2026-02-13 04:24:47 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-9229.74 total_reward_ma:-16508.04 loss:89.04 fps:128.8 +frame:3.40e+05 wall_t:2640 t:21250 epi:nan +opt_step:63564 lr:0.0003 alpha:0.8835 +2026-02-13 04:26:03 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-8989.90 total_reward_ma:-16286.92 loss:88.67 fps:128.9 +frame:3.50e+05 wall_t:2716 t:21875 epi:nan +opt_step:65439 lr:0.0003 alpha:1.872 +2026-02-13 04:27:20 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-8990.04 total_reward_ma:-16078.44 loss:87.82 fps:128.9 +frame:3.60e+05 wall_t:2793 t:22500 epi:nan +opt_step:67314 lr:0.0003 alpha:3.944 +2026-02-13 04:28:37 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-8990.02 total_reward_ma:-15881.54 loss:85.74 fps:128.9 +frame:3.70e+05 wall_t:2870 t:23125 epi:nan +opt_step:69189 lr:0.0003 alpha:7.389 +2026-02-13 04:29:54 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-9092.71 total_reward_ma:-15698.06 loss:39.6 fps:129 +frame:3.80e+05 wall_t:2946 t:23750 epi:nan +opt_step:71064 lr:0.0003 alpha:5.667 +2026-02-13 04:31:10 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-9413.42 total_reward_ma:-15532.67 loss:-0.3133 fps:129 +frame:3.90e+05 wall_t:3023 t:24375 epi:nan +opt_step:72939 lr:0.0003 alpha:3.707 +2026-02-13 04:32:26 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-9905.34 total_reward_ma:-15388.38 loss:-17.77 fps:129.1 +frame:4.00e+05 wall_t:3099 t:25000 epi:nan +opt_step:74814 lr:0.0003 alpha:2.428 +2026-02-13 04:33:43 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-10496.17 total_reward_ma:-15266.08 loss:-24.79 fps:129.1 +frame:4.10e+05 wall_t:3175 t:25625 epi:nan +opt_step:76689 lr:0.0003 alpha:1.593 +2026-02-13 04:35:00 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-11110.25 total_reward_ma:-15164.71 loss:-25.04 fps:129.1 +frame:4.20e+05 wall_t:3253 t:26250 epi:nan +opt_step:78564 lr:0.0003 alpha:1.047 +2026-02-13 04:36:16 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-11807.32 total_reward_ma:-15084.78 loss:-21.91 fps:129.2 +frame:4.30e+05 wall_t:3329 t:26875 epi:nan +opt_step:80439 lr:0.0003 alpha:0.6893 +2026-02-13 04:37:33 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-12444.99 total_reward_ma:-15023.39 loss:-16.43 fps:129.2 +frame:4.40e+05 wall_t:3405 t:27500 epi:nan +opt_step:82314 lr:0.0003 alpha:0.4546 +2026-02-13 04:38:50 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-13040.45 total_reward_ma:-14978.32 loss:-9.218 fps:129.2 +frame:4.50e+05 wall_t:3482 t:28125 epi:nan +opt_step:84189 lr:0.0003 alpha:0.3003 +2026-02-13 04:40:06 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-13661.04 total_reward_ma:-14949.05 loss:-1.243 fps:129.2 +frame:4.60e+05 wall_t:3559 t:28750 epi:nan +opt_step:86064 lr:0.0003 alpha:0.1987 +2026-02-13 04:41:23 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-14142.14 total_reward_ma:-14931.51 loss:5.913 fps:129.3 +frame:4.70e+05 wall_t:3636 t:29375 epi:nan +opt_step:87939 lr:0.0003 alpha:0.1317 +2026-02-13 04:42:39 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-14795.82 total_reward_ma:-14928.62 loss:13.03 fps:129.3 +frame:4.80e+05 wall_t:3712 t:30000 epi:nan +opt_step:89814 lr:0.0003 alpha:0.08757 +2026-02-13 04:43:57 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-15477.69 total_reward_ma:-14940.06 loss:19.88 fps:129.3 +frame:4.90e+05 wall_t:3790 t:30625 epi:nan +opt_step:91689 lr:0.0003 alpha:0.05849 +2026-02-13 04:45:13 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-16010.93 total_reward_ma:-14961.91 loss:26.38 fps:129.3 +frame:5.00e+05 wall_t:3866 t:31250 epi:nan +opt_step:93564 lr:0.0003 alpha:0.03913 +2026-02-13 04:46:29 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-16275.65 total_reward_ma:-14988.19 loss:32.48 fps:129.4 +frame:5.10e+05 wall_t:3942 t:31875 epi:nan +opt_step:95439 lr:0.0003 alpha:0.02621 +2026-02-13 04:47:46 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-16597.87 total_reward_ma:-15019.75 loss:38.13 fps:129.4 +frame:5.20e+05 wall_t:4019 t:32500 epi:nan +opt_step:97314 lr:0.0003 alpha:0.01763 +2026-02-13 04:49:02 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-16626.66 total_reward_ma:-15050.65 loss:42.47 fps:129.4 +frame:5.30e+05 wall_t:4095 t:33125 epi:nan +opt_step:99189 lr:0.0003 alpha:0.01192 +2026-02-13 04:50:18 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-16721.12 total_reward_ma:-15082.17 loss:47.29 fps:129.5 +frame:5.40e+05 wall_t:4171 t:33750 epi:nan +opt_step:101064 lr:0.0003 alpha:0.008198 +2026-02-13 04:51:35 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-16687.84 total_reward_ma:-15111.90 loss:51.48 fps:129.5 +frame:5.50e+05 wall_t:4248 t:34375 epi:nan +opt_step:102939 lr:0.0003 alpha:0.006738 +2026-02-13 04:52:51 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-16863.08 total_reward_ma:-15143.74 loss:55.49 fps:129.5 +frame:5.60e+05 wall_t:4324 t:35000 epi:nan +opt_step:104814 lr:0.0003 alpha:0.006738 +2026-02-13 04:54:08 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-17122.36 total_reward_ma:-15179.08 loss:58.44 fps:129.5 +frame:5.70e+05 wall_t:4400 t:35625 epi:nan +opt_step:106689 lr:0.0003 alpha:0.006738 +2026-02-13 04:55:24 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-17229.82 total_reward_ma:-15215.05 loss:61.66 fps:129.6 +frame:5.80e+05 wall_t:4477 t:36250 epi:nan +opt_step:108564 lr:0.0003 alpha:0.006738 +2026-02-13 04:56:40 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-17305.71 total_reward_ma:-15251.10 loss:64.06 fps:129.6 +frame:5.90e+05 wall_t:4553 t:36875 epi:nan +opt_step:110439 lr:0.0003 alpha:0.006738 +2026-02-13 04:57:56 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-17370.26 total_reward_ma:-15287.02 loss:66.91 fps:129.6 +frame:6.00e+05 wall_t:4629 t:37500 epi:nan +opt_step:112314 lr:0.0003 alpha:0.006738 +2026-02-13 04:59:12 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-17749.75 total_reward_ma:-15328.06 loss:68.85 fps:129.6 +frame:6.10e+05 wall_t:4705 t:38125 epi:nan +opt_step:114189 lr:0.0003 alpha:0.006738 +2026-02-13 05:00:29 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-18166.81 total_reward_ma:-15374.60 loss:71.57 fps:129.7 +frame:6.20e+05 wall_t:4781 t:38750 epi:nan +opt_step:116064 lr:0.0003 alpha:0.006738 +2026-02-13 05:01:45 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-18254.94 total_reward_ma:-15421.06 loss:73.64 fps:129.7 +frame:6.30e+05 wall_t:4858 t:39375 epi:nan +opt_step:117939 lr:0.0003 alpha:0.006738 +2026-02-13 05:03:01 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-18434.26 total_reward_ma:-15468.89 loss:75.09 fps:129.7 +frame:6.40e+05 wall_t:4934 t:40000 epi:nan +opt_step:119814 lr:0.0003 alpha:0.006738 +2026-02-13 05:04:17 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-18505.96 total_reward_ma:-15516.34 loss:76.45 fps:129.7 +frame:6.50e+05 wall_t:5010 t:40625 epi:nan +opt_step:121689 lr:0.0003 alpha:0.006738 +2026-02-13 05:05:33 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-18970.77 total_reward_ma:-15569.48 loss:78.58 fps:129.8 +frame:6.60e+05 wall_t:5086 t:41250 epi:nan +opt_step:123564 lr:0.0003 alpha:0.006738 +2026-02-13 05:06:49 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-19130.32 total_reward_ma:-15623.44 loss:79.6 fps:129.8 +frame:6.70e+05 wall_t:5162 t:41875 epi:nan +opt_step:125439 lr:0.0003 alpha:0.006738 +2026-02-13 05:08:05 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-19112.77 total_reward_ma:-15675.52 loss:81.16 fps:129.8 +frame:6.80e+05 wall_t:5238 t:42500 epi:nan +opt_step:127314 lr:0.0003 alpha:0.006738 +2026-02-13 05:09:21 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-19136.19 total_reward_ma:-15726.41 loss:81.93 fps:129.8 +frame:6.90e+05 wall_t:5314 t:43125 epi:nan +opt_step:129189 lr:0.0003 alpha:0.006738 +2026-02-13 05:10:37 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-19217.04 total_reward_ma:-15777.00 loss:83.56 fps:129.9 +frame:7.00e+05 wall_t:5390 t:43750 epi:nan +opt_step:131064 lr:0.0003 alpha:0.006738 +2026-02-13 05:11:54 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-19408.49 total_reward_ma:-15828.88 loss:84.22 fps:129.9 +frame:7.10e+05 wall_t:5467 t:44375 epi:nan +opt_step:132939 lr:0.0003 alpha:0.006738 +2026-02-13 05:13:10 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-19403.54 total_reward_ma:-15879.23 loss:85.46 fps:129.9 +frame:7.20e+05 wall_t:5543 t:45000 epi:nan +opt_step:134814 lr:0.0003 alpha:0.006738 +2026-02-13 05:14:27 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-19362.44 total_reward_ma:-15927.60 loss:85.95 fps:129.9 +frame:7.30e+05 wall_t:5620 t:45625 epi:nan +opt_step:136689 lr:0.0003 alpha:0.006738 +2026-02-13 05:15:43 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-19421.11 total_reward_ma:-15975.46 loss:87.48 fps:129.9 +frame:7.40e+05 wall_t:5696 t:46250 epi:nan +opt_step:138564 lr:0.0003 alpha:0.006738 +2026-02-13 05:16:59 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-19588.13 total_reward_ma:-16024.28 loss:87.68 fps:129.9 +frame:7.50e+05 wall_t:5772 t:46875 epi:nan +opt_step:140439 lr:0.0003 alpha:0.006738 +2026-02-13 05:18:16 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-19567.90 total_reward_ma:-16071.53 loss:88.61 fps:129.9 +frame:7.60e+05 wall_t:5849 t:47500 epi:nan +opt_step:142314 lr:0.0003 alpha:0.006738 +2026-02-13 05:19:33 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-19436.38 total_reward_ma:-16115.80 loss:88.8 fps:129.9 +frame:7.70e+05 wall_t:5926 t:48125 epi:nan +opt_step:144189 lr:0.0003 alpha:0.006738 +2026-02-13 05:20:49 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-19330.17 total_reward_ma:-16157.55 loss:90.02 fps:130 +frame:7.80e+05 wall_t:6002 t:48750 epi:nan +opt_step:146064 lr:0.0003 alpha:0.006738 +2026-02-13 05:22:05 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-19073.83 total_reward_ma:-16194.94 loss:90.19 fps:130 +frame:7.90e+05 wall_t:6078 t:49375 epi:nan +opt_step:147939 lr:0.0003 alpha:0.006738 +2026-02-13 05:23:21 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-18994.02 total_reward_ma:-16230.37 loss:90.91 fps:130 +frame:8.00e+05 wall_t:6154 t:50000 epi:nan +opt_step:149814 lr:0.0003 alpha:0.006738 +2026-02-13 05:24:37 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-18895.28 total_reward_ma:-16263.68 loss:90.85 fps:130 +frame:8.10e+05 wall_t:6230 t:50625 epi:nan +opt_step:151689 lr:0.0003 alpha:0.006738 +2026-02-13 05:25:53 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-18547.30 total_reward_ma:-16291.87 loss:91.95 fps:130 +frame:8.20e+05 wall_t:6306 t:51250 epi:nan +opt_step:153564 lr:0.0003 alpha:0.006738 +2026-02-13 05:27:09 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-18597.99 total_reward_ma:-16319.99 loss:92.59 fps:130.1 +frame:8.30e+05 wall_t:6382 t:51875 epi:nan +opt_step:155439 lr:0.0003 alpha:0.006738 +2026-02-13 05:28:28 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-18662.08 total_reward_ma:-16348.21 loss:92.42 fps:130 +frame:8.40e+05 wall_t:6461 t:52500 epi:nan +opt_step:157314 lr:0.0003 alpha:0.006738 +2026-02-13 05:29:47 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-18292.76 total_reward_ma:-16371.36 loss:92.29 fps:130 +frame:8.50e+05 wall_t:6540 t:53125 epi:nan +opt_step:159189 lr:0.0003 alpha:0.006738 +2026-02-13 05:31:02 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-18168.84 total_reward_ma:-16392.51 loss:93.23 fps:130 +frame:8.60e+05 wall_t:6615 t:53750 epi:nan +opt_step:161064 lr:0.0003 alpha:0.006738 +2026-02-13 05:32:19 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-18083.50 total_reward_ma:-16412.17 loss:93.09 fps:130 +frame:8.70e+05 wall_t:6692 t:54375 epi:nan +opt_step:162939 lr:0.0003 alpha:0.006738 +2026-02-13 05:33:35 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-18052.36 total_reward_ma:-16431.02 loss:93.6 fps:130 +frame:8.80e+05 wall_t:6768 t:55000 epi:nan +opt_step:164814 lr:0.0003 alpha:0.006738 +2026-02-13 05:34:51 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-18027.03 total_reward_ma:-16449.16 loss:93.42 fps:130 +frame:8.90e+05 wall_t:6844 t:55625 epi:nan +opt_step:166689 lr:0.0003 alpha:0.006738 +2026-02-13 05:36:07 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-18022.74 total_reward_ma:-16466.84 loss:94.32 fps:130.1 +frame:9.00e+05 wall_t:6920 t:56250 epi:nan +opt_step:168564 lr:0.0003 alpha:0.006738 +2026-02-13 05:37:23 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-18560.13 total_reward_ma:-16490.10 loss:94.02 fps:130.1 +frame:9.10e+05 wall_t:6996 t:56875 epi:nan +opt_step:170439 lr:0.0003 alpha:0.006738 +2026-02-13 05:38:39 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-18797.97 total_reward_ma:-16515.46 loss:94.54 fps:130.1 +frame:9.20e+05 wall_t:7071 t:57500 epi:nan +opt_step:172314 lr:0.0003 alpha:0.006738 +2026-02-13 05:39:55 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-18776.99 total_reward_ma:-16540.04 loss:94.27 fps:130.1 +frame:9.30e+05 wall_t:7148 t:58125 epi:nan +opt_step:174189 lr:0.0003 alpha:0.006738 +2026-02-13 05:41:12 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-18573.17 total_reward_ma:-16561.90 loss:95.13 fps:130.1 +frame:9.40e+05 wall_t:7224 t:58750 epi:nan +opt_step:176064 lr:0.0003 alpha:0.006738 +2026-02-13 05:42:28 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-18575.91 total_reward_ma:-16583.33 loss:94.75 fps:130.1 +frame:9.50e+05 wall_t:7301 t:59375 epi:nan +opt_step:177939 lr:0.0003 alpha:0.006738 +2026-02-13 05:43:43 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-18631.38 total_reward_ma:-16604.89 loss:95.19 fps:130.2 +frame:9.60e+05 wall_t:7376 t:60000 epi:nan +opt_step:179814 lr:0.0003 alpha:0.006738 +2026-02-13 05:44:59 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-18719.09 total_reward_ma:-16626.91 loss:94.81 fps:130.2 +frame:9.70e+05 wall_t:7452 t:60625 epi:nan +opt_step:181689 lr:0.0003 alpha:0.006738 +2026-02-13 05:46:16 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-18816.76 total_reward_ma:-16649.49 loss:95.54 fps:130.2 +frame:9.80e+05 wall_t:7529 t:61250 epi:nan +opt_step:183564 lr:0.0003 alpha:0.006738 +2026-02-13 05:47:32 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-18800.98 total_reward_ma:-16671.44 loss:95.2 fps:130.2 +frame:9.90e+05 wall_t:7605 t:61875 epi:nan +opt_step:185439 lr:0.0003 alpha:0.006738 +2026-02-13 05:48:48 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-18856.03 total_reward_ma:-16693.51 loss:95.55 fps:130.2 +frame:1.00e+06 wall_t:7681 t:62500 epi:nan +opt_step:187314 lr:0.0003 alpha:0.006738 +2026-02-13 05:50:04 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-19028.73 total_reward_ma:-16716.86 loss:95.2 fps:130.2 +frame:1.01e+06 wall_t:7757 t:63125 epi:nan +opt_step:189189 lr:0.0003 alpha:0.006738 +2026-02-13 05:51:20 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-19091.07 total_reward_ma:-16753.12 loss:95.94 fps:130.2 +frame:1.02e+06 wall_t:7833 t:63750 epi:nan +opt_step:191064 lr:0.0003 alpha:0.006738 +2026-02-13 05:52:36 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-19211.35 total_reward_ma:-16777.67 loss:96.32 fps:130.2 +frame:1.03e+06 wall_t:7909 t:64375 epi:nan +opt_step:192939 lr:0.0003 alpha:0.006738 +2026-02-13 05:53:52 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-19401.04 total_reward_ma:-16806.34 loss:96.64 fps:130.2 +frame:1.04e+06 wall_t:7985 t:65000 epi:nan +opt_step:194814 lr:0.0003 alpha:0.006738 +2026-02-13 05:55:08 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-19309.88 total_reward_ma:-16832.88 loss:95.51 fps:130.3 +frame:1.05e+06 wall_t:8061 t:65625 epi:nan +opt_step:196689 lr:0.0003 alpha:0.006738 +2026-02-13 05:56:24 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-18876.33 total_reward_ma:-16857.43 loss:96.3 fps:130.3 +frame:1.06e+06 wall_t:8137 t:66250 epi:nan +opt_step:198564 lr:0.0003 alpha:0.006738 +2026-02-13 05:57:40 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-18622.51 total_reward_ma:-16878.16 loss:95.95 fps:130.3 +frame:1.07e+06 wall_t:8213 t:66875 epi:nan +opt_step:200439 lr:0.0003 alpha:0.006738 +2026-02-13 05:58:57 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-18772.97 total_reward_ma:-16900.88 loss:96.94 fps:130.3 +frame:1.08e+06 wall_t:8289 t:67500 epi:nan +opt_step:202314 lr:0.0003 alpha:0.006738 +2026-02-13 06:00:13 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-18867.04 total_reward_ma:-16924.62 loss:95.75 fps:130.3 +frame:1.09e+06 wall_t:8366 t:68125 epi:nan +opt_step:204189 lr:0.0003 alpha:0.006738 +2026-02-13 06:01:29 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-18978.77 total_reward_ma:-16948.74 loss:97.2 fps:130.3 +frame:1.10e+06 wall_t:8442 t:68750 epi:nan +opt_step:206064 lr:0.0003 alpha:0.006738 +2026-02-13 06:02:45 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-18981.68 total_reward_ma:-16971.91 loss:96.06 fps:130.3 +frame:1.11e+06 wall_t:8518 t:69375 epi:nan +opt_step:207939 lr:0.0003 alpha:0.006738 +2026-02-13 06:04:01 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-18802.17 total_reward_ma:-16994.01 loss:97.04 fps:130.3 +frame:1.12e+06 wall_t:8594 t:70000 epi:nan +opt_step:209814 lr:0.0003 alpha:0.006738 +2026-02-13 06:05:18 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-18843.04 total_reward_ma:-17016.68 loss:95.92 fps:130.3 +frame:1.13e+06 wall_t:8671 t:70625 epi:nan +opt_step:211689 lr:0.0003 alpha:0.006738 +2026-02-13 06:06:35 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-18863.85 total_reward_ma:-17039.55 loss:96.58 fps:130.3 +frame:1.14e+06 wall_t:8748 t:71250 epi:nan +opt_step:213564 lr:0.0003 alpha:0.006738 +2026-02-13 06:07:52 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-18823.87 total_reward_ma:-17062.03 loss:96.95 fps:130.3 +frame:1.15e+06 wall_t:8825 t:71875 epi:nan +opt_step:215439 lr:0.0003 alpha:0.006738 +2026-02-13 06:09:08 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-18758.15 total_reward_ma:-17083.84 loss:96.46 fps:130.3 +frame:1.16e+06 wall_t:8901 t:72500 epi:nan +opt_step:217314 lr:0.0003 alpha:0.006738 +2026-02-13 06:10:25 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-18758.34 total_reward_ma:-17102.85 loss:96.11 fps:130.3 +frame:1.17e+06 wall_t:8978 t:73125 epi:nan +opt_step:219189 lr:0.0003 alpha:0.006738 +2026-02-13 06:11:42 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-18682.58 total_reward_ma:-17109.15 loss:96.88 fps:130.3 +frame:1.18e+06 wall_t:9055 t:73750 epi:nan +opt_step:221064 lr:0.0003 alpha:0.006738 +2026-02-13 06:12:59 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-18505.69 total_reward_ma:-17105.94 loss:96.49 fps:130.3 +frame:1.19e+06 wall_t:9132 t:74375 epi:nan +opt_step:222939 lr:0.0003 alpha:0.006738 +2026-02-13 06:14:16 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-18338.98 total_reward_ma:-17101.46 loss:96.65 fps:130.3 +frame:1.20e+06 wall_t:9209 t:75000 epi:nan +opt_step:224814 lr:0.0003 alpha:0.006738 +2026-02-13 06:15:33 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-18434.49 total_reward_ma:-17099.29 loss:96.31 fps:130.3 +frame:1.21e+06 wall_t:9286 t:75625 epi:nan +opt_step:226689 lr:0.0003 alpha:0.006738 +2026-02-13 06:16:50 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-18326.01 total_reward_ma:-17095.57 loss:97.12 fps:130.3 +frame:1.22e+06 wall_t:9363 t:76250 epi:nan +opt_step:228564 lr:0.0003 alpha:0.006738 +2026-02-13 06:18:08 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-18080.95 total_reward_ma:-17090.37 loss:96.6 fps:130.3 +frame:1.23e+06 wall_t:9441 t:76875 epi:nan +opt_step:230439 lr:0.0003 alpha:0.006738 +2026-02-13 06:19:25 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-18084.42 total_reward_ma:-17084.72 loss:96.92 fps:130.3 +frame:1.24e+06 wall_t:9518 t:77500 epi:nan +opt_step:232314 lr:0.0003 alpha:0.006738 +2026-02-13 06:20:42 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-17951.49 total_reward_ma:-17078.79 loss:96.49 fps:130.3 +frame:1.25e+06 wall_t:9595 t:78125 epi:nan +opt_step:234189 lr:0.0003 alpha:0.006738 +2026-02-13 06:21:59 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-17879.04 total_reward_ma:-17072.08 loss:97.18 fps:130.3 +frame:1.26e+06 wall_t:9672 t:78750 epi:nan +opt_step:236064 lr:0.0003 alpha:0.006738 +2026-02-13 06:23:16 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-17788.53 total_reward_ma:-17065.53 loss:96.74 fps:130.3 +frame:1.27e+06 wall_t:9749 t:79375 epi:nan +opt_step:237939 lr:0.0003 alpha:0.006738 +2026-02-13 06:24:34 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-17724.46 total_reward_ma:-17056.62 loss:97.07 fps:130.3 +frame:1.28e+06 wall_t:9827 t:80000 epi:nan +opt_step:239814 lr:0.0003 alpha:0.006738 +2026-02-13 06:25:52 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-17834.49 total_reward_ma:-17067.04 loss:96.58 fps:130.2 +frame:1.29e+06 wall_t:9905 t:80625 epi:nan +opt_step:241689 lr:0.0003 alpha:0.006738 +2026-02-13 06:27:10 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-17674.12 total_reward_ma:-17099.29 loss:97.19 fps:130.2 +frame:1.30e+06 wall_t:9982 t:81250 epi:nan +opt_step:243564 lr:0.0003 alpha:0.006738 +2026-02-13 06:28:28 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-17745.53 total_reward_ma:-17144.84 loss:97.59 fps:130.2 +frame:1.31e+06 wall_t:10060 t:81875 epi:nan +opt_step:245439 lr:0.0003 alpha:0.006738 +2026-02-13 06:29:45 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-17691.79 total_reward_ma:-17203.65 loss:97.06 fps:130.2 +frame:1.32e+06 wall_t:10138 t:82500 epi:nan +opt_step:247314 lr:0.0003 alpha:0.006738 +2026-02-13 06:31:04 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-17741.15 total_reward_ma:-17275.96 loss:96.68 fps:130.2 +frame:1.33e+06 wall_t:10217 t:83125 epi:nan +opt_step:249189 lr:0.0003 alpha:0.006738 +2026-02-13 06:32:21 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-17726.05 total_reward_ma:-17360.92 loss:97.32 fps:130.2 +frame:1.34e+06 wall_t:10294 t:83750 epi:nan +opt_step:251064 lr:0.0003 alpha:0.006738 +2026-02-13 06:33:39 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-17566.67 total_reward_ma:-17446.69 loss:96.95 fps:130.2 +frame:1.35e+06 wall_t:10372 t:84375 epi:nan +opt_step:252939 lr:0.0003 alpha:0.006738 +2026-02-13 06:34:57 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-17297.10 total_reward_ma:-17529.76 loss:98 fps:130.1 +frame:1.36e+06 wall_t:10450 t:85000 epi:nan +opt_step:254814 lr:0.0003 alpha:0.006738 +2026-02-13 06:36:15 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-17215.57 total_reward_ma:-17612.02 loss:97.51 fps:130.1 +frame:1.37e+06 wall_t:10528 t:85625 epi:nan +opt_step:256689 lr:0.0003 alpha:0.006738 +2026-02-13 06:37:33 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-17256.71 total_reward_ma:-17693.66 loss:97.36 fps:130.1 +frame:1.38e+06 wall_t:10606 t:86250 epi:nan +opt_step:258564 lr:0.0003 alpha:0.006738 +2026-02-13 06:38:50 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-17227.20 total_reward_ma:-17771.80 loss:96.97 fps:130.1 +frame:1.39e+06 wall_t:10683 t:86875 epi:nan +opt_step:260439 lr:0.0003 alpha:0.006738 +2026-02-13 06:40:06 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-17195.35 total_reward_ma:-17844.70 loss:97.19 fps:130.1 +frame:1.40e+06 wall_t:10759 t:87500 epi:nan +opt_step:262314 lr:0.0003 alpha:0.006738 +2026-02-13 06:41:23 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-17090.45 total_reward_ma:-17910.64 loss:98.29 fps:130.1 +frame:1.41e+06 wall_t:10836 t:88125 epi:nan +opt_step:264189 lr:0.0003 alpha:0.006738 +2026-02-13 06:42:40 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-17016.13 total_reward_ma:-17969.70 loss:97.4 fps:130.1 +frame:1.42e+06 wall_t:10913 t:88750 epi:nan +opt_step:266064 lr:0.0003 alpha:0.006738 +2026-02-13 06:43:56 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-17067.71 total_reward_ma:-18022.30 loss:96.85 fps:130.1 +frame:1.43e+06 wall_t:10989 t:89375 epi:nan +opt_step:267939 lr:0.0003 alpha:0.006738 +2026-02-13 06:45:13 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-17082.27 total_reward_ma:-18068.67 loss:97.5 fps:130.1 +frame:1.44e+06 wall_t:11066 t:90000 epi:nan +opt_step:269814 lr:0.0003 alpha:0.006738 +2026-02-13 06:46:28 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-16902.90 total_reward_ma:-18107.30 loss:96.7 fps:130.1 +frame:1.45e+06 wall_t:11141 t:90625 epi:nan +opt_step:271689 lr:0.0003 alpha:0.006738 +2026-02-13 06:47:43 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-16888.33 total_reward_ma:-18139.57 loss:97.37 fps:130.2 +frame:1.46e+06 wall_t:11216 t:91250 epi:nan +opt_step:273564 lr:0.0003 alpha:0.006738 +2026-02-13 06:48:59 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-16794.36 total_reward_ma:-18166.09 loss:96.61 fps:130.2 +frame:1.47e+06 wall_t:11292 t:91875 epi:nan +opt_step:275439 lr:0.0003 alpha:0.006738 +2026-02-13 06:50:14 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-16870.41 total_reward_ma:-18186.84 loss:97.9 fps:130.2 +frame:1.48e+06 wall_t:11367 t:92500 epi:nan +opt_step:277314 lr:0.0003 alpha:0.006738 +2026-02-13 06:51:31 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-16854.70 total_reward_ma:-18200.61 loss:97.23 fps:130.2 +frame:1.49e+06 wall_t:11443 t:93125 epi:nan +opt_step:279189 lr:0.0003 alpha:0.006738 +2026-02-13 06:52:47 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-16862.64 total_reward_ma:-18209.13 loss:97.18 fps:130.2 +frame:1.50e+06 wall_t:11520 t:93750 epi:nan +opt_step:281064 lr:0.0003 alpha:0.006738 +2026-02-13 06:54:02 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-16994.39 total_reward_ma:-18216.31 loss:96.44 fps:130.2 +frame:1.51e+06 wall_t:11595 t:94375 epi:nan +opt_step:282939 lr:0.0003 alpha:0.006738 +2026-02-13 06:55:18 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-17130.81 total_reward_ma:-18221.64 loss:97.2 fps:130.2 +frame:1.52e+06 wall_t:11671 t:95000 epi:nan +opt_step:284814 lr:0.0003 alpha:0.006738 +2026-02-13 06:56:34 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-17056.24 total_reward_ma:-18225.94 loss:96.33 fps:130.2 +frame:1.53e+06 wall_t:11747 t:95625 epi:nan +opt_step:286689 lr:0.0003 alpha:0.006738 +2026-02-13 06:57:51 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-17147.80 total_reward_ma:-18230.20 loss:97.07 fps:130.2 +frame:1.54e+06 wall_t:11824 t:96250 epi:nan +opt_step:288564 lr:0.0003 alpha:0.006738 +2026-02-13 06:59:07 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-17357.17 total_reward_ma:-18236.90 loss:96.36 fps:130.3 +frame:1.55e+06 wall_t:11900 t:96875 epi:nan +opt_step:290439 lr:0.0003 alpha:0.006738 +2026-02-13 07:00:25 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-17245.84 total_reward_ma:-18240.72 loss:97.07 fps:130.2 +frame:1.56e+06 wall_t:11978 t:97500 epi:nan +opt_step:292314 lr:0.0003 alpha:0.006738 +2026-02-13 07:01:42 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-17147.43 total_reward_ma:-18240.97 loss:96.41 fps:130.2 +frame:1.57e+06 wall_t:12055 t:98125 epi:nan +opt_step:294189 lr:0.0003 alpha:0.006738 +2026-02-13 07:03:00 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-17246.08 total_reward_ma:-18241.14 loss:97.06 fps:130.2 +frame:1.58e+06 wall_t:12133 t:98750 epi:nan +opt_step:296064 lr:0.0003 alpha:0.006738 +2026-02-13 07:04:17 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-17119.40 total_reward_ma:-18239.28 loss:96.35 fps:130.2 +frame:1.59e+06 wall_t:12210 t:99375 epi:nan +opt_step:297939 lr:0.0003 alpha:0.006738 +2026-02-13 07:05:34 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-17100.64 total_reward_ma:-18236.58 loss:97.75 fps:130.2 +frame:1.60e+06 wall_t:12286 t:100000 epi:nan +opt_step:299814 lr:0.0003 alpha:0.006738 +2026-02-13 07:06:49 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-17008.91 total_reward_ma:-18229.17 loss:96.3 fps:130.2 +frame:1.61e+06 wall_t:12362 t:100625 epi:nan +opt_step:301689 lr:0.0003 alpha:0.006738 +2026-02-13 07:08:06 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-17041.83 total_reward_ma:-18217.92 loss:96.99 fps:130.2 +frame:1.62e+06 wall_t:12439 t:101250 epi:nan +opt_step:303564 lr:0.0003 alpha:0.006738 +2026-02-13 07:09:23 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-17157.99 total_reward_ma:-18206.95 loss:96.28 fps:130.2 +frame:1.63e+06 wall_t:12516 t:101875 epi:nan +opt_step:305439 lr:0.0003 alpha:0.006738 +2026-02-13 07:10:41 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-17158.98 total_reward_ma:-18194.20 loss:96.96 fps:130.2 +frame:1.64e+06 wall_t:12594 t:102500 epi:nan +opt_step:307314 lr:0.0003 alpha:0.006738 +2026-02-13 07:11:59 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-17067.93 total_reward_ma:-18179.82 loss:96.31 fps:130.2 +frame:1.65e+06 wall_t:12672 t:103125 epi:nan +opt_step:309189 lr:0.0003 alpha:0.006738 +2026-02-13 07:13:17 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-17097.30 total_reward_ma:-18161.08 loss:98.47 fps:130.2 +frame:1.66e+06 wall_t:12750 t:103750 epi:nan +opt_step:311064 lr:0.0003 alpha:0.006738 +2026-02-13 07:14:35 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-16897.79 total_reward_ma:-18138.76 loss:96.29 fps:130.2 +frame:1.67e+06 wall_t:12828 t:104375 epi:nan +opt_step:312939 lr:0.0003 alpha:0.006738 +2026-02-13 07:15:54 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-16888.32 total_reward_ma:-18116.51 loss:97.77 fps:130.2 +frame:1.68e+06 wall_t:12907 t:105000 epi:nan +opt_step:314814 lr:0.0003 alpha:0.006738 +2026-02-13 07:17:12 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-16817.61 total_reward_ma:-18093.33 loss:96.34 fps:130.2 +frame:1.69e+06 wall_t:12985 t:105625 epi:nan +opt_step:316689 lr:0.0003 alpha:0.006738 +2026-02-13 07:18:31 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-16840.87 total_reward_ma:-18069.57 loss:96.91 fps:130.1 +frame:1.70e+06 wall_t:13064 t:106250 epi:nan +opt_step:318564 lr:0.0003 alpha:0.006738 +2026-02-13 07:19:50 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-16883.78 total_reward_ma:-18044.32 loss:96.27 fps:130.1 +frame:1.71e+06 wall_t:13142 t:106875 epi:nan +opt_step:320439 lr:0.0003 alpha:0.006738 +2026-02-13 07:21:07 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-17018.10 total_reward_ma:-18020.47 loss:96.94 fps:130.1 +frame:1.72e+06 wall_t:13220 t:107500 epi:nan +opt_step:322314 lr:0.0003 alpha:0.006738 +2026-02-13 07:22:26 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-17095.42 total_reward_ma:-17997.79 loss:96.39 fps:130.1 +frame:1.73e+06 wall_t:13299 t:108125 epi:nan +opt_step:324189 lr:0.0003 alpha:0.006738 +2026-02-13 07:23:45 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-17157.06 total_reward_ma:-17975.15 loss:97.78 fps:130.1 +frame:1.74e+06 wall_t:13378 t:108750 epi:nan +opt_step:326064 lr:0.0003 alpha:0.006738 +2026-02-13 07:25:03 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-17154.23 total_reward_ma:-17950.81 loss:96.39 fps:130.1 +frame:1.75e+06 wall_t:13456 t:109375 epi:nan +opt_step:327939 lr:0.0003 alpha:0.006738 +2026-02-13 07:26:21 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-16926.12 total_reward_ma:-17924.40 loss:97.83 fps:130 +frame:1.76e+06 wall_t:13534 t:110000 epi:nan +opt_step:329814 lr:0.0003 alpha:0.006738 +2026-02-13 07:27:39 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-16863.07 total_reward_ma:-17898.66 loss:96.4 fps:130 +frame:1.77e+06 wall_t:13612 t:110625 epi:nan +opt_step:331689 lr:0.0003 alpha:0.006738 +2026-02-13 07:28:57 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-16744.85 total_reward_ma:-17872.81 loss:97.77 fps:130 +frame:1.78e+06 wall_t:13690 t:111250 epi:nan +opt_step:333564 lr:0.0003 alpha:0.006738 +2026-02-13 07:30:16 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-16710.18 total_reward_ma:-17849.18 loss:96.39 fps:130 +frame:1.79e+06 wall_t:13769 t:111875 epi:nan +opt_step:335439 lr:0.0003 alpha:0.006738 +2026-02-13 07:31:33 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-16612.57 total_reward_ma:-17825.36 loss:97.11 fps:130 +frame:1.80e+06 wall_t:13846 t:112500 epi:nan +opt_step:337314 lr:0.0003 alpha:0.006738 +2026-02-13 07:32:52 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-16693.94 total_reward_ma:-17803.35 loss:96.41 fps:130 +frame:1.81e+06 wall_t:13925 t:113125 epi:nan +opt_step:339189 lr:0.0003 alpha:0.006738 +2026-02-13 07:34:08 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-16682.40 total_reward_ma:-17784.70 loss:97.18 fps:130 +frame:1.82e+06 wall_t:14001 t:113750 epi:nan +opt_step:341064 lr:0.0003 alpha:0.006738 +2026-02-13 07:35:24 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-16606.87 total_reward_ma:-17764.79 loss:96.53 fps:130 +frame:1.83e+06 wall_t:14077 t:114375 epi:nan +opt_step:342939 lr:0.0003 alpha:0.006738 +2026-02-13 07:36:40 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-16585.97 total_reward_ma:-17744.03 loss:97.19 fps:130 +frame:1.84e+06 wall_t:14153 t:115000 epi:nan +opt_step:344814 lr:0.0003 alpha:0.006738 +2026-02-13 07:37:56 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-16682.65 total_reward_ma:-17727.92 loss:96.5 fps:130 +frame:1.85e+06 wall_t:14229 t:115625 epi:nan +opt_step:346689 lr:0.0003 alpha:0.006738 +2026-02-13 07:39:12 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-16663.24 total_reward_ma:-17712.87 loss:97.23 fps:130 +frame:1.86e+06 wall_t:14305 t:116250 epi:nan +opt_step:348564 lr:0.0003 alpha:0.006738 +2026-02-13 07:40:30 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-16610.46 total_reward_ma:-17698.14 loss:96.45 fps:130 +frame:1.87e+06 wall_t:14383 t:116875 epi:nan +opt_step:350439 lr:0.0003 alpha:0.006738 +2026-02-13 07:41:49 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-16767.41 total_reward_ma:-17685.29 loss:97.11 fps:130 +frame:1.88e+06 wall_t:14462 t:117500 epi:nan +opt_step:352314 lr:0.0003 alpha:0.006738 +2026-02-13 07:43:07 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-16823.85 total_reward_ma:-17673.26 loss:97.11 fps:130 +frame:1.89e+06 wall_t:14540 t:118125 epi:nan +opt_step:354189 lr:0.0003 alpha:0.006738 +2026-02-13 07:44:25 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-16909.41 total_reward_ma:-17662.12 loss:97.13 fps:130 +frame:1.90e+06 wall_t:14618 t:118750 epi:nan +opt_step:356064 lr:0.0003 alpha:0.006738 +2026-02-13 07:45:41 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-16977.76 total_reward_ma:-17646.30 loss:96.4 fps:130 +frame:1.91e+06 wall_t:14694 t:119375 epi:nan +opt_step:357939 lr:0.0003 alpha:0.006738 +2026-02-13 07:46:57 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-17021.41 total_reward_ma:-17628.53 loss:97.07 fps:130 +frame:1.92e+06 wall_t:14770 t:120000 epi:nan +opt_step:359814 lr:0.0003 alpha:0.006738 +2026-02-13 07:48:13 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-17076.46 total_reward_ma:-17611.53 loss:96.42 fps:130 +frame:1.93e+06 wall_t:14846 t:120625 epi:nan +opt_step:361689 lr:0.0003 alpha:0.006738 +2026-02-13 07:49:29 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-16990.87 total_reward_ma:-17595.71 loss:97.2 fps:130 +frame:1.94e+06 wall_t:14921 t:121250 epi:nan +opt_step:363564 lr:0.0003 alpha:0.006738 +2026-02-13 07:50:45 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-17032.61 total_reward_ma:-17580.27 loss:97.29 fps:130 +frame:1.95e+06 wall_t:14998 t:121875 epi:nan +opt_step:365439 lr:0.0003 alpha:0.006738 +2026-02-13 07:52:01 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-17000.10 total_reward_ma:-17563.96 loss:97.3 fps:130 +frame:1.96e+06 wall_t:15074 t:122500 epi:nan +opt_step:367314 lr:0.0003 alpha:0.006738 +2026-02-13 07:53:17 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-17132.87 total_reward_ma:-17548.10 loss:96.59 fps:130 +frame:1.97e+06 wall_t:15150 t:123125 epi:nan +opt_step:369189 lr:0.0003 alpha:0.006738 +2026-02-13 07:54:34 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-16982.25 total_reward_ma:-17529.75 loss:97.35 fps:130 +frame:1.98e+06 wall_t:15227 t:123750 epi:nan +opt_step:371064 lr:0.0003 alpha:0.006738 +2026-02-13 07:55:53 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-16939.87 total_reward_ma:-17511.14 loss:96.74 fps:130 +frame:1.99e+06 wall_t:15305 t:124375 epi:nan +opt_step:372939 lr:0.0003 alpha:0.006738 +2026-02-13 07:57:11 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_skiing_t0_s1 [train] +total_reward:-17001.62 total_reward_ma:-17492.60 loss:98.18 fps:130 +frame:2.00e+06 wall_t:15384 t:125000 epi:nan +opt_step:374814 lr:0.0003 alpha:0.006738 +2026-02-13 07:57:11 | INFO | PID:1361 | slm_lab.lib.logger:info | Session 1 done diff --git a/data/sac_atari_skiing_2026_02_13_034039/log/sac_atari_skiing_t0_s2.log b/data/sac_atari_skiing_2026_02_13_034039/log/sac_atari_skiing_t0_s2.log new file mode 100644 index 0000000000000000000000000000000000000000..4854fc8054f7fc3863aebb7cbc5e1cc37e3370a7 --- /dev/null +++ b/data/sac_atari_skiing_2026_02_13_034039/log/sac_atari_skiing_t0_s2.log @@ -0,0 +1,802 @@ +2026-02-13 03:40:44 | INFO | PID:1362 | slm_lab.env:_make_vector_env | AtariVectorEnv: 16 envs, native preprocessing +2026-02-13 03:42:37 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:nan total_reward_ma:nan loss:0.3733 fps:91.74 +frame:1.00e+04 wall_t:109 t:625 epi:nan +opt_step:1689 lr:0.0003 alpha:0.6329 +2026-02-13 03:43:53 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-15153.70 total_reward_ma:-15153.70 loss:4.469 fps:107.5 +frame:2.00e+04 wall_t:186 t:1250 epi:nan +opt_step:3564 lr:0.0003 alpha:0.4046 +2026-02-13 03:45:09 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-16430.00 total_reward_ma:-15791.85 loss:9.798 fps:114.5 +frame:3.00e+04 wall_t:262 t:1875 epi:nan +opt_step:5439 lr:0.0003 alpha:0.265 +2026-02-13 03:46:27 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-16080.12 total_reward_ma:-15887.94 loss:15.51 fps:117.6 +frame:4.00e+04 wall_t:340 t:2500 epi:nan +opt_step:7314 lr:0.0003 alpha:0.175 +2026-02-13 03:47:44 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-16108.38 total_reward_ma:-15943.05 loss:21.55 fps:119.9 +frame:5.00e+04 wall_t:417 t:3125 epi:nan +opt_step:9189 lr:0.0003 alpha:0.116 +2026-02-13 03:49:01 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-16137.61 total_reward_ma:-15981.96 loss:27.19 fps:121.5 +frame:6.00e+04 wall_t:494 t:3750 epi:nan +opt_step:11064 lr:0.0003 alpha:0.07708 +2026-02-13 03:50:18 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-16140.33 total_reward_ma:-16008.36 loss:32.69 fps:122.6 +frame:7.00e+04 wall_t:571 t:4375 epi:nan +opt_step:12939 lr:0.0003 alpha:0.05131 +2026-02-13 03:51:35 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-16097.95 total_reward_ma:-16021.15 loss:37.4 fps:123.6 +frame:8.00e+04 wall_t:647 t:5000 epi:nan +opt_step:14814 lr:0.0003 alpha:0.03424 +2026-02-13 03:52:51 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-16128.97 total_reward_ma:-16034.63 loss:42.51 fps:124.3 +frame:9.00e+04 wall_t:724 t:5625 epi:nan +opt_step:16689 lr:0.0003 alpha:0.02289 +2026-02-13 03:54:08 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-16130.44 total_reward_ma:-16045.28 loss:46.81 fps:124.8 +frame:1.00e+05 wall_t:801 t:6250 epi:nan +opt_step:18564 lr:0.0003 alpha:0.01535 +2026-02-13 03:55:25 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-16218.13 total_reward_ma:-16062.56 loss:50.87 fps:125.3 +frame:1.10e+05 wall_t:878 t:6875 epi:nan +opt_step:20439 lr:0.0003 alpha:0.01033 +2026-02-13 03:56:45 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-16232.83 total_reward_ma:-16078.04 loss:54.19 fps:125.3 +frame:1.20e+05 wall_t:958 t:7500 epi:nan +opt_step:22314 lr:0.0003 alpha:0.006972 +2026-02-13 03:58:03 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-16283.45 total_reward_ma:-16095.16 loss:58.15 fps:125.5 +frame:1.30e+05 wall_t:1036 t:8125 epi:nan +opt_step:24189 lr:0.0003 alpha:0.0102 +2026-02-13 03:59:21 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-15688.95 total_reward_ma:-16063.91 loss:60.79 fps:125.7 +frame:1.40e+05 wall_t:1114 t:8750 epi:nan +opt_step:26064 lr:0.0003 alpha:0.02193 +2026-02-13 04:00:38 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-14624.07 total_reward_ma:-15961.07 loss:64.13 fps:125.9 +frame:1.50e+05 wall_t:1191 t:9375 epi:nan +opt_step:27939 lr:0.0003 alpha:0.04737 +2026-02-13 04:01:55 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-13466.67 total_reward_ma:-15794.77 loss:66.22 fps:126.2 +frame:1.60e+05 wall_t:1268 t:10000 epi:nan +opt_step:29814 lr:0.0003 alpha:0.1022 +2026-02-13 04:03:12 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-12543.24 total_reward_ma:-15591.55 loss:69.03 fps:126.4 +frame:1.70e+05 wall_t:1345 t:10625 epi:nan +opt_step:31689 lr:0.0003 alpha:0.2195 +2026-02-13 04:04:29 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-11445.63 total_reward_ma:-15347.67 loss:70.53 fps:126.6 +frame:1.80e+05 wall_t:1422 t:11250 epi:nan +opt_step:33564 lr:0.0003 alpha:0.4694 +2026-02-13 04:05:46 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-10081.05 total_reward_ma:-15055.08 loss:72.69 fps:126.8 +frame:1.90e+05 wall_t:1499 t:11875 epi:nan +opt_step:35439 lr:0.0003 alpha:0.9987 +2026-02-13 04:07:03 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-9627.53 total_reward_ma:-14769.42 loss:73.16 fps:126.9 +frame:2.00e+05 wall_t:1576 t:12500 epi:nan +opt_step:37314 lr:0.0003 alpha:2.114 +2026-02-13 04:08:19 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-9627.33 total_reward_ma:-14512.32 loss:73.7 fps:127.1 +frame:2.10e+05 wall_t:1652 t:13125 epi:nan +opt_step:39189 lr:0.0003 alpha:4.451 +2026-02-13 04:09:36 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-9627.87 total_reward_ma:-14279.73 loss:72.55 fps:127.2 +frame:2.20e+05 wall_t:1729 t:13750 epi:nan +opt_step:41064 lr:0.0003 alpha:7.389 +2026-02-13 04:10:53 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-9196.47 total_reward_ma:-14048.67 loss:75 fps:127.4 +frame:2.30e+05 wall_t:1806 t:14375 epi:nan +opt_step:42939 lr:0.0003 alpha:7.389 +2026-02-13 04:12:09 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-8987.07 total_reward_ma:-13828.60 loss:74.88 fps:127.5 +frame:2.40e+05 wall_t:1882 t:15000 epi:nan +opt_step:44814 lr:0.0003 alpha:7.389 +2026-02-13 04:13:26 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-8988.41 total_reward_ma:-13626.93 loss:76.44 fps:127.6 +frame:2.50e+05 wall_t:1959 t:15625 epi:nan +opt_step:46689 lr:0.0003 alpha:7.389 +2026-02-13 04:14:43 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-8988.24 total_reward_ma:-13441.38 loss:76.66 fps:127.8 +frame:2.60e+05 wall_t:2035 t:16250 epi:nan +opt_step:48564 lr:0.0003 alpha:7.389 +2026-02-13 04:15:59 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-8989.09 total_reward_ma:-13270.14 loss:78.55 fps:127.8 +frame:2.70e+05 wall_t:2112 t:16875 epi:nan +opt_step:50439 lr:0.0003 alpha:7.389 +2026-02-13 04:17:15 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-8989.54 total_reward_ma:-13111.60 loss:78.04 fps:128 +frame:2.80e+05 wall_t:2188 t:17500 epi:nan +opt_step:52314 lr:0.0003 alpha:7.389 +2026-02-13 04:18:32 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-8988.55 total_reward_ma:-12964.34 loss:79.85 fps:128.1 +frame:2.90e+05 wall_t:2264 t:18125 epi:nan +opt_step:54189 lr:0.0003 alpha:7.389 +2026-02-13 04:19:49 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-8988.43 total_reward_ma:-12827.24 loss:79.19 fps:128.1 +frame:3.00e+05 wall_t:2342 t:18750 epi:nan +opt_step:56064 lr:0.0003 alpha:7.389 +2026-02-13 04:21:05 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-8988.75 total_reward_ma:-12699.29 loss:79.75 fps:128.2 +frame:3.10e+05 wall_t:2418 t:19375 epi:nan +opt_step:57939 lr:0.0003 alpha:7.389 +2026-02-13 04:22:22 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-8987.32 total_reward_ma:-12579.55 loss:80.2 fps:128.3 +frame:3.20e+05 wall_t:2495 t:20000 epi:nan +opt_step:59814 lr:0.0003 alpha:7.389 +2026-02-13 04:23:38 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-8987.76 total_reward_ma:-12467.31 loss:79.5 fps:128.4 +frame:3.30e+05 wall_t:2571 t:20625 epi:nan +opt_step:61689 lr:0.0003 alpha:7.389 +2026-02-13 04:24:55 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-8988.49 total_reward_ma:-12361.89 loss:79.97 fps:128.4 +frame:3.40e+05 wall_t:2648 t:21250 epi:nan +opt_step:63564 lr:0.0003 alpha:7.389 +2026-02-13 04:26:12 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-8988.00 total_reward_ma:-12262.66 loss:81.82 fps:128.4 +frame:3.50e+05 wall_t:2725 t:21875 epi:nan +opt_step:65439 lr:0.0003 alpha:7.389 +2026-02-13 04:27:28 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-8987.85 total_reward_ma:-12169.09 loss:81.58 fps:128.5 +frame:3.60e+05 wall_t:2801 t:22500 epi:nan +opt_step:67314 lr:0.0003 alpha:7.389 +2026-02-13 04:28:45 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-8988.98 total_reward_ma:-12080.75 loss:84.51 fps:128.6 +frame:3.70e+05 wall_t:2878 t:23125 epi:nan +opt_step:69189 lr:0.0003 alpha:7.389 +2026-02-13 04:30:02 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-9084.67 total_reward_ma:-11999.78 loss:21.5 fps:128.6 +frame:3.80e+05 wall_t:2955 t:23750 epi:nan +opt_step:71064 lr:0.0003 alpha:5.399 +2026-02-13 04:31:19 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-9509.88 total_reward_ma:-11934.26 loss:-13.07 fps:128.6 +frame:3.90e+05 wall_t:3032 t:24375 epi:nan +opt_step:72939 lr:0.0003 alpha:3.554 +2026-02-13 04:32:36 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-10068.64 total_reward_ma:-11886.42 loss:-28.42 fps:128.7 +frame:4.00e+05 wall_t:3109 t:25000 epi:nan +opt_step:74814 lr:0.0003 alpha:2.332 +2026-02-13 04:33:53 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-10799.34 total_reward_ma:-11859.24 loss:-33.85 fps:128.7 +frame:4.10e+05 wall_t:3185 t:25625 epi:nan +opt_step:76689 lr:0.0003 alpha:1.531 +2026-02-13 04:35:09 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-11295.44 total_reward_ma:-11845.49 loss:-33.22 fps:128.8 +frame:4.20e+05 wall_t:3262 t:26250 epi:nan +opt_step:78564 lr:0.0003 alpha:1.006 +2026-02-13 04:36:25 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-11751.72 total_reward_ma:-11843.26 loss:-29.02 fps:128.8 +frame:4.30e+05 wall_t:3338 t:26875 epi:nan +opt_step:80439 lr:0.0003 alpha:0.6626 +2026-02-13 04:37:42 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-12451.24 total_reward_ma:-11857.40 loss:-22.58 fps:128.8 +frame:4.40e+05 wall_t:3415 t:27500 epi:nan +opt_step:82314 lr:0.0003 alpha:0.437 +2026-02-13 04:38:58 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-12979.42 total_reward_ma:-11882.90 loss:-14.93 fps:128.9 +frame:4.50e+05 wall_t:3491 t:28125 epi:nan +opt_step:84189 lr:0.0003 alpha:0.2888 +2026-02-13 04:40:15 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-13695.47 total_reward_ma:-11923.18 loss:-6.539 fps:129 +frame:4.60e+05 wall_t:3567 t:28750 epi:nan +opt_step:86064 lr:0.0003 alpha:0.1911 +2026-02-13 04:41:31 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-14210.71 total_reward_ma:-11972.91 loss:1.791 fps:129 +frame:4.70e+05 wall_t:3644 t:29375 epi:nan +opt_step:87939 lr:0.0003 alpha:0.1267 +2026-02-13 04:42:48 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-14968.91 total_reward_ma:-12036.65 loss:9.313 fps:129 +frame:4.80e+05 wall_t:3720 t:30000 epi:nan +opt_step:89814 lr:0.0003 alpha:0.08416 +2026-02-13 04:44:04 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-15508.46 total_reward_ma:-12108.98 loss:16.64 fps:129 +frame:4.90e+05 wall_t:3797 t:30625 epi:nan +opt_step:91689 lr:0.0003 alpha:0.05601 +2026-02-13 04:45:21 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-16216.73 total_reward_ma:-12192.81 loss:23.55 fps:129.1 +frame:5.00e+05 wall_t:3874 t:31250 epi:nan +opt_step:93564 lr:0.0003 alpha:0.03736 +2026-02-13 04:46:37 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-16300.23 total_reward_ma:-12274.96 loss:29.49 fps:129.1 +frame:5.10e+05 wall_t:3950 t:31875 epi:nan +opt_step:95439 lr:0.0003 alpha:0.02497 +2026-02-13 04:47:53 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-16333.38 total_reward_ma:-12354.54 loss:35.25 fps:129.2 +frame:5.20e+05 wall_t:4026 t:32500 epi:nan +opt_step:97314 lr:0.0003 alpha:0.01674 +2026-02-13 04:49:10 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-16276.16 total_reward_ma:-12429.95 loss:40.54 fps:129.2 +frame:5.30e+05 wall_t:4103 t:33125 epi:nan +opt_step:99189 lr:0.0003 alpha:0.01126 +2026-02-13 04:50:26 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-16359.04 total_reward_ma:-12504.09 loss:45.32 fps:129.2 +frame:5.40e+05 wall_t:4179 t:33750 epi:nan +opt_step:101064 lr:0.0003 alpha:0.00761 +2026-02-13 04:51:42 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-16368.84 total_reward_ma:-12575.66 loss:50.31 fps:129.3 +frame:5.50e+05 wall_t:4255 t:34375 epi:nan +opt_step:102939 lr:0.0003 alpha:0.006738 +2026-02-13 04:52:58 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-16365.85 total_reward_ma:-12644.57 loss:53.74 fps:129.3 +frame:5.60e+05 wall_t:4331 t:35000 epi:nan +opt_step:104814 lr:0.0003 alpha:0.006738 +2026-02-13 04:54:15 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-16457.62 total_reward_ma:-12712.66 loss:57.61 fps:129.3 +frame:5.70e+05 wall_t:4408 t:35625 epi:nan +opt_step:106689 lr:0.0003 alpha:0.006738 +2026-02-13 04:55:32 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-16405.86 total_reward_ma:-12777.45 loss:61.09 fps:129.3 +frame:5.80e+05 wall_t:4485 t:36250 epi:nan +opt_step:108564 lr:0.0003 alpha:0.006738 +2026-02-13 04:56:49 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-16403.87 total_reward_ma:-12839.98 loss:64.29 fps:129.4 +frame:5.90e+05 wall_t:4561 t:36875 epi:nan +opt_step:110439 lr:0.0003 alpha:0.006738 +2026-02-13 04:58:05 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-16335.83 total_reward_ma:-12899.23 loss:66.16 fps:129.4 +frame:6.00e+05 wall_t:4637 t:37500 epi:nan +opt_step:112314 lr:0.0003 alpha:0.006738 +2026-02-13 04:59:20 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-16272.57 total_reward_ma:-12955.45 loss:69.52 fps:129.4 +frame:6.10e+05 wall_t:4713 t:38125 epi:nan +opt_step:114189 lr:0.0003 alpha:0.006738 +2026-02-13 05:00:36 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-16260.81 total_reward_ma:-13009.64 loss:70.81 fps:129.5 +frame:6.20e+05 wall_t:4789 t:38750 epi:nan +opt_step:116064 lr:0.0003 alpha:0.006738 +2026-02-13 05:01:53 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-16416.10 total_reward_ma:-13064.58 loss:73.67 fps:129.5 +frame:6.30e+05 wall_t:4866 t:39375 epi:nan +opt_step:117939 lr:0.0003 alpha:0.006738 +2026-02-13 05:03:09 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-16596.76 total_reward_ma:-13120.65 loss:75 fps:129.5 +frame:6.40e+05 wall_t:4942 t:40000 epi:nan +opt_step:119814 lr:0.0003 alpha:0.006738 +2026-02-13 05:04:25 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-16709.40 total_reward_ma:-13176.72 loss:76.96 fps:129.5 +frame:6.50e+05 wall_t:5018 t:40625 epi:nan +opt_step:121689 lr:0.0003 alpha:0.006738 +2026-02-13 05:05:41 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-16697.67 total_reward_ma:-13230.89 loss:78.69 fps:129.6 +frame:6.60e+05 wall_t:5094 t:41250 epi:nan +opt_step:123564 lr:0.0003 alpha:0.006738 +2026-02-13 05:06:58 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-16604.31 total_reward_ma:-13282.00 loss:79.89 fps:129.6 +frame:6.70e+05 wall_t:5171 t:41875 epi:nan +opt_step:125439 lr:0.0003 alpha:0.006738 +2026-02-13 05:08:14 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-16606.21 total_reward_ma:-13331.62 loss:80.9 fps:129.6 +frame:6.80e+05 wall_t:5247 t:42500 epi:nan +opt_step:127314 lr:0.0003 alpha:0.006738 +2026-02-13 05:09:30 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-16672.00 total_reward_ma:-13380.74 loss:83.08 fps:129.6 +frame:6.90e+05 wall_t:5323 t:43125 epi:nan +opt_step:129189 lr:0.0003 alpha:0.006738 +2026-02-13 05:10:46 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-16650.68 total_reward_ma:-13428.13 loss:83.26 fps:129.7 +frame:7.00e+05 wall_t:5399 t:43750 epi:nan +opt_step:131064 lr:0.0003 alpha:0.006738 +2026-02-13 05:12:02 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-16539.40 total_reward_ma:-13472.58 loss:85 fps:129.7 +frame:7.10e+05 wall_t:5475 t:44375 epi:nan +opt_step:132939 lr:0.0003 alpha:0.006738 +2026-02-13 05:13:19 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-16561.71 total_reward_ma:-13516.09 loss:85.45 fps:129.7 +frame:7.20e+05 wall_t:5552 t:45000 epi:nan +opt_step:134814 lr:0.0003 alpha:0.006738 +2026-02-13 05:14:35 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-16581.09 total_reward_ma:-13558.66 loss:86.42 fps:129.7 +frame:7.30e+05 wall_t:5628 t:45625 epi:nan +opt_step:136689 lr:0.0003 alpha:0.006738 +2026-02-13 05:15:52 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-16686.69 total_reward_ma:-13601.50 loss:87.5 fps:129.7 +frame:7.40e+05 wall_t:5705 t:46250 epi:nan +opt_step:138564 lr:0.0003 alpha:0.006738 +2026-02-13 05:17:08 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-16634.29 total_reward_ma:-13642.49 loss:88.6 fps:129.7 +frame:7.50e+05 wall_t:5781 t:46875 epi:nan +opt_step:140439 lr:0.0003 alpha:0.006738 +2026-02-13 05:18:26 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-16586.98 total_reward_ma:-13681.75 loss:88.22 fps:129.7 +frame:7.60e+05 wall_t:5859 t:47500 epi:nan +opt_step:142314 lr:0.0003 alpha:0.006738 +2026-02-13 05:19:43 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-16520.43 total_reward_ma:-13719.10 loss:89.78 fps:129.7 +frame:7.70e+05 wall_t:5936 t:48125 epi:nan +opt_step:144189 lr:0.0003 alpha:0.006738 +2026-02-13 05:20:59 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-16497.43 total_reward_ma:-13755.18 loss:89.45 fps:129.7 +frame:7.80e+05 wall_t:6012 t:48750 epi:nan +opt_step:146064 lr:0.0003 alpha:0.006738 +2026-02-13 05:22:14 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-16435.96 total_reward_ma:-13789.55 loss:90.76 fps:129.8 +frame:7.90e+05 wall_t:6087 t:49375 epi:nan +opt_step:147939 lr:0.0003 alpha:0.006738 +2026-02-13 05:23:30 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-16458.17 total_reward_ma:-13823.33 loss:90.63 fps:129.8 +frame:8.00e+05 wall_t:6163 t:50000 epi:nan +opt_step:149814 lr:0.0003 alpha:0.006738 +2026-02-13 05:24:47 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-16392.34 total_reward_ma:-13855.45 loss:91.12 fps:129.8 +frame:8.10e+05 wall_t:6240 t:50625 epi:nan +opt_step:151689 lr:0.0003 alpha:0.006738 +2026-02-13 05:26:03 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-16392.83 total_reward_ma:-13886.77 loss:92.58 fps:129.8 +frame:8.20e+05 wall_t:6316 t:51250 epi:nan +opt_step:153564 lr:0.0003 alpha:0.006738 +2026-02-13 05:27:20 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-16539.30 total_reward_ma:-13919.12 loss:92.7 fps:129.8 +frame:8.30e+05 wall_t:6393 t:51875 epi:nan +opt_step:155439 lr:0.0003 alpha:0.006738 +2026-02-13 05:28:39 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-16474.70 total_reward_ma:-13949.91 loss:91.98 fps:129.8 +frame:8.40e+05 wall_t:6472 t:52500 epi:nan +opt_step:157314 lr:0.0003 alpha:0.006738 +2026-02-13 05:29:57 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-16307.87 total_reward_ma:-13977.98 loss:93.27 fps:129.8 +frame:8.50e+05 wall_t:6550 t:53125 epi:nan +opt_step:159189 lr:0.0003 alpha:0.006738 +2026-02-13 05:31:14 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-16188.72 total_reward_ma:-14003.99 loss:92.51 fps:129.8 +frame:8.60e+05 wall_t:6627 t:53750 epi:nan +opt_step:161064 lr:0.0003 alpha:0.006738 +2026-02-13 05:32:30 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-16274.75 total_reward_ma:-14030.39 loss:93.57 fps:129.8 +frame:8.70e+05 wall_t:6703 t:54375 epi:nan +opt_step:162939 lr:0.0003 alpha:0.006738 +2026-02-13 05:33:46 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-16229.93 total_reward_ma:-14055.67 loss:93.2 fps:129.8 +frame:8.80e+05 wall_t:6779 t:55000 epi:nan +opt_step:164814 lr:0.0003 alpha:0.006738 +2026-02-13 05:35:02 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-16262.17 total_reward_ma:-14080.75 loss:93.61 fps:129.8 +frame:8.90e+05 wall_t:6855 t:55625 epi:nan +opt_step:166689 lr:0.0003 alpha:0.006738 +2026-02-13 05:36:19 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-16188.00 total_reward_ma:-14104.42 loss:94.02 fps:129.8 +frame:9.00e+05 wall_t:6932 t:56250 epi:nan +opt_step:168564 lr:0.0003 alpha:0.006738 +2026-02-13 05:37:35 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-16165.93 total_reward_ma:-14127.33 loss:93.9 fps:129.9 +frame:9.10e+05 wall_t:7008 t:56875 epi:nan +opt_step:170439 lr:0.0003 alpha:0.006738 +2026-02-13 05:38:51 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-16208.70 total_reward_ma:-14150.20 loss:93.62 fps:129.9 +frame:9.20e+05 wall_t:7084 t:57500 epi:nan +opt_step:172314 lr:0.0003 alpha:0.006738 +2026-02-13 05:40:07 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-16335.75 total_reward_ma:-14173.96 loss:94.63 fps:129.9 +frame:9.30e+05 wall_t:7160 t:58125 epi:nan +opt_step:174189 lr:0.0003 alpha:0.006738 +2026-02-13 05:41:23 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-16205.52 total_reward_ma:-14195.80 loss:93.82 fps:129.9 +frame:9.40e+05 wall_t:7236 t:58750 epi:nan +opt_step:176064 lr:0.0003 alpha:0.006738 +2026-02-13 05:42:39 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-16138.94 total_reward_ma:-14216.47 loss:94.77 fps:129.9 +frame:9.50e+05 wall_t:7312 t:59375 epi:nan +opt_step:177939 lr:0.0003 alpha:0.006738 +2026-02-13 05:43:55 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-16230.90 total_reward_ma:-14237.68 loss:94.21 fps:129.9 +frame:9.60e+05 wall_t:7388 t:60000 epi:nan +opt_step:179814 lr:0.0003 alpha:0.006738 +2026-02-13 05:45:12 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-16341.49 total_reward_ma:-14259.59 loss:94.47 fps:129.9 +frame:9.70e+05 wall_t:7465 t:60625 epi:nan +opt_step:181689 lr:0.0003 alpha:0.006738 +2026-02-13 05:46:29 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-16519.52 total_reward_ma:-14282.89 loss:95.57 fps:130 +frame:9.80e+05 wall_t:7541 t:61250 epi:nan +opt_step:183564 lr:0.0003 alpha:0.006738 +2026-02-13 05:47:45 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-16555.55 total_reward_ma:-14306.08 loss:94.77 fps:130 +frame:9.90e+05 wall_t:7618 t:61875 epi:nan +opt_step:185439 lr:0.0003 alpha:0.006738 +2026-02-13 05:49:01 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-16522.79 total_reward_ma:-14328.47 loss:95.01 fps:130 +frame:1.00e+06 wall_t:7694 t:62500 epi:nan +opt_step:187314 lr:0.0003 alpha:0.006738 +2026-02-13 05:50:18 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-16540.76 total_reward_ma:-14350.59 loss:95.39 fps:130 +frame:1.01e+06 wall_t:7771 t:63125 epi:nan +opt_step:189189 lr:0.0003 alpha:0.006738 +2026-02-13 05:51:35 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-16619.02 total_reward_ma:-14365.25 loss:95.2 fps:130 +frame:1.02e+06 wall_t:7847 t:63750 epi:nan +opt_step:191064 lr:0.0003 alpha:0.006738 +2026-02-13 05:52:51 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-16600.17 total_reward_ma:-14366.95 loss:95.29 fps:130 +frame:1.03e+06 wall_t:7924 t:64375 epi:nan +opt_step:192939 lr:0.0003 alpha:0.006738 +2026-02-13 05:54:07 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-16539.33 total_reward_ma:-14371.54 loss:94.76 fps:130 +frame:1.04e+06 wall_t:8000 t:65000 epi:nan +opt_step:194814 lr:0.0003 alpha:0.006738 +2026-02-13 05:55:24 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-16475.32 total_reward_ma:-14375.21 loss:95.03 fps:130 +frame:1.05e+06 wall_t:8077 t:65625 epi:nan +opt_step:196689 lr:0.0003 alpha:0.006738 +2026-02-13 05:56:40 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-16405.50 total_reward_ma:-14377.89 loss:95.38 fps:130 +frame:1.06e+06 wall_t:8153 t:66250 epi:nan +opt_step:198564 lr:0.0003 alpha:0.006738 +2026-02-13 05:57:57 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-16397.95 total_reward_ma:-14380.47 loss:95.75 fps:130 +frame:1.07e+06 wall_t:8229 t:66875 epi:nan +opt_step:200439 lr:0.0003 alpha:0.006738 +2026-02-13 05:59:13 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-16385.99 total_reward_ma:-14383.35 loss:95.45 fps:130 +frame:1.08e+06 wall_t:8306 t:67500 epi:nan +opt_step:202314 lr:0.0003 alpha:0.006738 +2026-02-13 06:00:30 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-16292.54 total_reward_ma:-14384.98 loss:95.74 fps:130 +frame:1.09e+06 wall_t:8383 t:68125 epi:nan +opt_step:204189 lr:0.0003 alpha:0.006738 +2026-02-13 06:01:46 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-16346.94 total_reward_ma:-14387.15 loss:94.85 fps:130 +frame:1.10e+06 wall_t:8459 t:68750 epi:nan +opt_step:206064 lr:0.0003 alpha:0.006738 +2026-02-13 06:03:02 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-16310.78 total_reward_ma:-14388.08 loss:96.29 fps:130.1 +frame:1.11e+06 wall_t:8535 t:69375 epi:nan +opt_step:207939 lr:0.0003 alpha:0.006738 +2026-02-13 06:04:18 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-16342.84 total_reward_ma:-14389.18 loss:95.07 fps:130.1 +frame:1.12e+06 wall_t:8611 t:70000 epi:nan +opt_step:209814 lr:0.0003 alpha:0.006738 +2026-02-13 06:05:35 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-16353.43 total_reward_ma:-14389.88 loss:95.34 fps:130.1 +frame:1.13e+06 wall_t:8688 t:70625 epi:nan +opt_step:211689 lr:0.0003 alpha:0.006738 +2026-02-13 06:06:52 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-16291.08 total_reward_ma:-14395.90 loss:95.56 fps:130.1 +frame:1.14e+06 wall_t:8765 t:71250 epi:nan +opt_step:213564 lr:0.0003 alpha:0.006738 +2026-02-13 06:08:09 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-16240.13 total_reward_ma:-14412.06 loss:95.41 fps:130.1 +frame:1.15e+06 wall_t:8842 t:71875 epi:nan +opt_step:215439 lr:0.0003 alpha:0.006738 +2026-02-13 06:09:24 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-16320.06 total_reward_ma:-14440.59 loss:94.98 fps:130.1 +frame:1.16e+06 wall_t:8917 t:72500 epi:nan +opt_step:217314 lr:0.0003 alpha:0.006738 +2026-02-13 06:10:41 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-16286.85 total_reward_ma:-14478.03 loss:95.99 fps:130.1 +frame:1.17e+06 wall_t:8994 t:73125 epi:nan +opt_step:219189 lr:0.0003 alpha:0.006738 +2026-02-13 06:11:58 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-16264.08 total_reward_ma:-14526.21 loss:95.7 fps:130.1 +frame:1.18e+06 wall_t:9071 t:73750 epi:nan +opt_step:221064 lr:0.0003 alpha:0.006738 +2026-02-13 06:13:14 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-16314.32 total_reward_ma:-14588.55 loss:95.92 fps:130.1 +frame:1.19e+06 wall_t:9147 t:74375 epi:nan +opt_step:222939 lr:0.0003 alpha:0.006738 +2026-02-13 06:14:30 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-16317.98 total_reward_ma:-14655.45 loss:96.14 fps:130.1 +frame:1.20e+06 wall_t:9223 t:75000 epi:nan +opt_step:224814 lr:0.0003 alpha:0.006738 +2026-02-13 06:15:46 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-16346.49 total_reward_ma:-14722.64 loss:95.48 fps:130.1 +frame:1.21e+06 wall_t:9299 t:75625 epi:nan +opt_step:226689 lr:0.0003 alpha:0.006738 +2026-02-13 06:17:03 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-16309.05 total_reward_ma:-14789.45 loss:95.88 fps:130.1 +frame:1.22e+06 wall_t:9376 t:76250 epi:nan +opt_step:228564 lr:0.0003 alpha:0.006738 +2026-02-13 06:18:19 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-16242.30 total_reward_ma:-14859.91 loss:95.52 fps:130.1 +frame:1.23e+06 wall_t:9452 t:76875 epi:nan +opt_step:230439 lr:0.0003 alpha:0.006738 +2026-02-13 06:19:36 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-16231.01 total_reward_ma:-14932.35 loss:95.13 fps:130.1 +frame:1.24e+06 wall_t:9529 t:77500 epi:nan +opt_step:232314 lr:0.0003 alpha:0.006738 +2026-02-13 06:20:52 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-16105.24 total_reward_ma:-15003.52 loss:96.79 fps:130.1 +frame:1.25e+06 wall_t:9605 t:78125 epi:nan +opt_step:234189 lr:0.0003 alpha:0.006738 +2026-02-13 06:22:08 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-16177.43 total_reward_ma:-15075.41 loss:95.2 fps:130.2 +frame:1.26e+06 wall_t:9681 t:78750 epi:nan +opt_step:236064 lr:0.0003 alpha:0.006738 +2026-02-13 06:23:24 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-16212.31 total_reward_ma:-15147.64 loss:95.95 fps:130.2 +frame:1.27e+06 wall_t:9757 t:79375 epi:nan +opt_step:237939 lr:0.0003 alpha:0.006738 +2026-02-13 06:24:43 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-16223.30 total_reward_ma:-15219.98 loss:95.39 fps:130.1 +frame:1.28e+06 wall_t:9836 t:80000 epi:nan +opt_step:239814 lr:0.0003 alpha:0.006738 +2026-02-13 06:26:01 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-16204.66 total_reward_ma:-15292.14 loss:95.51 fps:130.1 +frame:1.29e+06 wall_t:9914 t:80625 epi:nan +opt_step:241689 lr:0.0003 alpha:0.006738 +2026-02-13 06:27:19 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-16271.91 total_reward_ma:-15364.97 loss:95.69 fps:130.1 +frame:1.30e+06 wall_t:9991 t:81250 epi:nan +opt_step:243564 lr:0.0003 alpha:0.006738 +2026-02-13 06:28:37 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-16307.01 total_reward_ma:-15438.16 loss:96.24 fps:130.1 +frame:1.31e+06 wall_t:10070 t:81875 epi:nan +opt_step:245439 lr:0.0003 alpha:0.006738 +2026-02-13 06:29:54 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-16238.57 total_reward_ma:-15510.67 loss:95.15 fps:130.1 +frame:1.32e+06 wall_t:10147 t:82500 epi:nan +opt_step:247314 lr:0.0003 alpha:0.006738 +2026-02-13 06:31:12 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-16241.22 total_reward_ma:-15583.21 loss:96.02 fps:130.1 +frame:1.33e+06 wall_t:10225 t:83125 epi:nan +opt_step:249189 lr:0.0003 alpha:0.006738 +2026-02-13 06:32:30 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-16197.01 total_reward_ma:-15655.29 loss:95.15 fps:130.1 +frame:1.34e+06 wall_t:10303 t:83750 epi:nan +opt_step:251064 lr:0.0003 alpha:0.006738 +2026-02-13 06:33:48 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-16256.60 total_reward_ma:-15727.98 loss:95.91 fps:130 +frame:1.35e+06 wall_t:10381 t:84375 epi:nan +opt_step:252939 lr:0.0003 alpha:0.006738 +2026-02-13 06:35:06 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-16283.21 total_reward_ma:-15800.93 loss:95.29 fps:130 +frame:1.36e+06 wall_t:10459 t:85000 epi:nan +opt_step:254814 lr:0.0003 alpha:0.006738 +2026-02-13 06:36:23 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-16371.26 total_reward_ma:-15874.75 loss:95.55 fps:130 +frame:1.37e+06 wall_t:10536 t:85625 epi:nan +opt_step:256689 lr:0.0003 alpha:0.006738 +2026-02-13 06:37:41 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-16349.27 total_reward_ma:-15947.40 loss:95.81 fps:130 +frame:1.38e+06 wall_t:10614 t:86250 epi:nan +opt_step:258564 lr:0.0003 alpha:0.006738 +2026-02-13 06:38:57 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-16425.97 total_reward_ma:-16016.56 loss:95.55 fps:130 +frame:1.39e+06 wall_t:10690 t:86875 epi:nan +opt_step:260439 lr:0.0003 alpha:0.006738 +2026-02-13 06:40:14 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-16453.05 total_reward_ma:-16080.40 loss:95.24 fps:130 +frame:1.40e+06 wall_t:10766 t:87500 epi:nan +opt_step:262314 lr:0.0003 alpha:0.006738 +2026-02-13 06:41:30 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-16427.15 total_reward_ma:-16136.68 loss:95.77 fps:130 +frame:1.41e+06 wall_t:10843 t:88125 epi:nan +opt_step:264189 lr:0.0003 alpha:0.006738 +2026-02-13 06:42:47 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-16524.72 total_reward_ma:-16188.97 loss:96.41 fps:130 +frame:1.42e+06 wall_t:10920 t:88750 epi:nan +opt_step:266064 lr:0.0003 alpha:0.006738 +2026-02-13 06:44:04 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-16477.11 total_reward_ma:-16236.23 loss:95.47 fps:130 +frame:1.43e+06 wall_t:10997 t:89375 epi:nan +opt_step:267939 lr:0.0003 alpha:0.006738 +2026-02-13 06:45:21 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-16560.24 total_reward_ma:-16277.32 loss:95.61 fps:130 +frame:1.44e+06 wall_t:11074 t:90000 epi:nan +opt_step:269814 lr:0.0003 alpha:0.006738 +2026-02-13 06:46:37 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-16536.13 total_reward_ma:-16312.89 loss:95.01 fps:130 +frame:1.45e+06 wall_t:11150 t:90625 epi:nan +opt_step:271689 lr:0.0003 alpha:0.006738 +2026-02-13 06:47:53 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-16644.69 total_reward_ma:-16342.38 loss:95.91 fps:130.1 +frame:1.46e+06 wall_t:11226 t:91250 epi:nan +opt_step:273564 lr:0.0003 alpha:0.006738 +2026-02-13 06:49:10 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-16658.07 total_reward_ma:-16366.85 loss:95.01 fps:130.1 +frame:1.47e+06 wall_t:11303 t:91875 epi:nan +opt_step:275439 lr:0.0003 alpha:0.006738 +2026-02-13 06:50:25 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-16644.69 total_reward_ma:-16383.61 loss:95.37 fps:130.1 +frame:1.48e+06 wall_t:11378 t:92500 epi:nan +opt_step:277314 lr:0.0003 alpha:0.006738 +2026-02-13 06:51:41 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-16708.48 total_reward_ma:-16395.61 loss:96.25 fps:130.1 +frame:1.49e+06 wall_t:11454 t:93125 epi:nan +opt_step:279189 lr:0.0003 alpha:0.006738 +2026-02-13 06:52:57 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-16706.49 total_reward_ma:-16400.51 loss:95.24 fps:130.1 +frame:1.50e+06 wall_t:11530 t:93750 epi:nan +opt_step:281064 lr:0.0003 alpha:0.006738 +2026-02-13 06:54:13 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-16593.77 total_reward_ma:-16403.44 loss:95.3 fps:130.1 +frame:1.51e+06 wall_t:11606 t:94375 epi:nan +opt_step:282939 lr:0.0003 alpha:0.006738 +2026-02-13 06:55:29 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-16598.38 total_reward_ma:-16406.09 loss:95.57 fps:130.1 +frame:1.52e+06 wall_t:11682 t:95000 epi:nan +opt_step:284814 lr:0.0003 alpha:0.006738 +2026-02-13 06:56:45 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-16694.06 total_reward_ma:-16410.27 loss:95.51 fps:130.1 +frame:1.53e+06 wall_t:11757 t:95625 epi:nan +opt_step:286689 lr:0.0003 alpha:0.006738 +2026-02-13 06:58:00 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-16655.18 total_reward_ma:-16413.23 loss:95.63 fps:130.1 +frame:1.54e+06 wall_t:11833 t:96250 epi:nan +opt_step:288564 lr:0.0003 alpha:0.006738 +2026-02-13 06:59:18 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-16715.76 total_reward_ma:-16416.70 loss:95.76 fps:130.1 +frame:1.55e+06 wall_t:11911 t:96875 epi:nan +opt_step:290439 lr:0.0003 alpha:0.006738 +2026-02-13 07:00:36 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-16722.10 total_reward_ma:-16420.26 loss:95.92 fps:130.1 +frame:1.56e+06 wall_t:11989 t:97500 epi:nan +opt_step:292314 lr:0.0003 alpha:0.006738 +2026-02-13 07:01:54 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-16743.18 total_reward_ma:-16423.12 loss:95.91 fps:130.1 +frame:1.57e+06 wall_t:12067 t:98125 epi:nan +opt_step:294189 lr:0.0003 alpha:0.006738 +2026-02-13 07:03:12 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-16635.91 total_reward_ma:-16425.42 loss:96.84 fps:130.1 +frame:1.58e+06 wall_t:12145 t:98750 epi:nan +opt_step:296064 lr:0.0003 alpha:0.006738 +2026-02-13 07:04:28 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-16673.86 total_reward_ma:-16428.12 loss:95.99 fps:130.1 +frame:1.59e+06 wall_t:12221 t:99375 epi:nan +opt_step:297939 lr:0.0003 alpha:0.006738 +2026-02-13 07:05:45 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-16653.26 total_reward_ma:-16431.29 loss:96.81 fps:130.1 +frame:1.60e+06 wall_t:12298 t:100000 epi:nan +opt_step:299814 lr:0.0003 alpha:0.006738 +2026-02-13 07:07:01 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-16642.67 total_reward_ma:-16434.99 loss:96.06 fps:130.1 +frame:1.61e+06 wall_t:12374 t:100625 epi:nan +opt_step:301689 lr:0.0003 alpha:0.006738 +2026-02-13 07:08:19 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-16582.07 total_reward_ma:-16438.21 loss:96.11 fps:130.1 +frame:1.62e+06 wall_t:12452 t:101250 epi:nan +opt_step:303564 lr:0.0003 alpha:0.006738 +2026-02-13 07:09:36 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-16578.18 total_reward_ma:-16439.83 loss:96.14 fps:130.1 +frame:1.63e+06 wall_t:12529 t:101875 epi:nan +opt_step:305439 lr:0.0003 alpha:0.006738 +2026-02-13 07:10:53 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-16633.03 total_reward_ma:-16440.19 loss:96.27 fps:130.1 +frame:1.64e+06 wall_t:12606 t:102500 epi:nan +opt_step:307314 lr:0.0003 alpha:0.006738 +2026-02-13 07:12:11 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-16591.60 total_reward_ma:-16439.01 loss:96.28 fps:130.1 +frame:1.65e+06 wall_t:12684 t:103125 epi:nan +opt_step:309189 lr:0.0003 alpha:0.006738 +2026-02-13 07:13:31 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-16455.91 total_reward_ma:-16436.60 loss:96.46 fps:130.1 +frame:1.66e+06 wall_t:12764 t:103750 epi:nan +opt_step:311064 lr:0.0003 alpha:0.006738 +2026-02-13 07:14:48 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-16367.20 total_reward_ma:-16434.22 loss:96.43 fps:130.1 +frame:1.67e+06 wall_t:12841 t:104375 epi:nan +opt_step:312939 lr:0.0003 alpha:0.006738 +2026-02-13 07:16:07 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-16295.61 total_reward_ma:-16431.12 loss:96.35 fps:130 +frame:1.68e+06 wall_t:12920 t:105000 epi:nan +opt_step:314814 lr:0.0003 alpha:0.006738 +2026-02-13 07:17:26 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-16414.31 total_reward_ma:-16428.54 loss:97.04 fps:130 +frame:1.69e+06 wall_t:12999 t:105625 epi:nan +opt_step:316689 lr:0.0003 alpha:0.006738 +2026-02-13 07:18:43 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-16430.68 total_reward_ma:-16426.34 loss:96.59 fps:130 +frame:1.70e+06 wall_t:13076 t:106250 epi:nan +opt_step:318564 lr:0.0003 alpha:0.006738 +2026-02-13 07:20:02 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-16625.74 total_reward_ma:-16427.21 loss:96.58 fps:130 +frame:1.71e+06 wall_t:13155 t:106875 epi:nan +opt_step:320439 lr:0.0003 alpha:0.006738 +2026-02-13 07:21:20 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-16522.18 total_reward_ma:-16426.81 loss:96.53 fps:130 +frame:1.72e+06 wall_t:13233 t:107500 epi:nan +opt_step:322314 lr:0.0003 alpha:0.006738 +2026-02-13 07:22:38 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-16553.01 total_reward_ma:-16426.53 loss:96.62 fps:130 +frame:1.73e+06 wall_t:13311 t:108125 epi:nan +opt_step:324189 lr:0.0003 alpha:0.006738 +2026-02-13 07:23:57 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-16573.15 total_reward_ma:-16425.39 loss:96.63 fps:129.9 +frame:1.74e+06 wall_t:13390 t:108750 epi:nan +opt_step:326064 lr:0.0003 alpha:0.006738 +2026-02-13 07:25:15 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-16688.32 total_reward_ma:-16425.94 loss:96.68 fps:129.9 +frame:1.75e+06 wall_t:13468 t:109375 epi:nan +opt_step:327939 lr:0.0003 alpha:0.006738 +2026-02-13 07:26:33 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-16863.39 total_reward_ma:-16428.70 loss:96.73 fps:129.9 +frame:1.76e+06 wall_t:13546 t:110000 epi:nan +opt_step:329814 lr:0.0003 alpha:0.006738 +2026-02-13 07:27:52 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-16859.45 total_reward_ma:-16432.09 loss:97.47 fps:129.9 +frame:1.77e+06 wall_t:13625 t:110625 epi:nan +opt_step:331689 lr:0.0003 alpha:0.006738 +2026-02-13 07:29:09 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-16887.29 total_reward_ma:-16435.99 loss:96.82 fps:129.9 +frame:1.78e+06 wall_t:13702 t:111250 epi:nan +opt_step:333564 lr:0.0003 alpha:0.006738 +2026-02-13 07:30:28 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-16908.12 total_reward_ma:-16440.71 loss:97.56 fps:129.9 +frame:1.79e+06 wall_t:13780 t:111875 epi:nan +opt_step:335439 lr:0.0003 alpha:0.006738 +2026-02-13 07:31:46 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-16991.61 total_reward_ma:-16446.04 loss:96.74 fps:129.9 +frame:1.80e+06 wall_t:13859 t:112500 epi:nan +opt_step:337314 lr:0.0003 alpha:0.006738 +2026-02-13 07:33:04 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-16971.43 total_reward_ma:-16451.83 loss:96.79 fps:129.9 +frame:1.81e+06 wall_t:13937 t:113125 epi:nan +opt_step:339189 lr:0.0003 alpha:0.006738 +2026-02-13 07:34:20 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-16787.47 total_reward_ma:-16455.78 loss:97.58 fps:129.9 +frame:1.82e+06 wall_t:14013 t:113750 epi:nan +opt_step:341064 lr:0.0003 alpha:0.006738 +2026-02-13 07:35:37 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-16698.83 total_reward_ma:-16457.38 loss:98.22 fps:129.9 +frame:1.83e+06 wall_t:14090 t:114375 epi:nan +opt_step:342939 lr:0.0003 alpha:0.006738 +2026-02-13 07:36:52 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-16626.44 total_reward_ma:-16458.89 loss:96.89 fps:129.9 +frame:1.84e+06 wall_t:14165 t:115000 epi:nan +opt_step:344814 lr:0.0003 alpha:0.006738 +2026-02-13 07:38:08 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-16729.79 total_reward_ma:-16463.11 loss:96.82 fps:129.9 +frame:1.85e+06 wall_t:14241 t:115625 epi:nan +opt_step:346689 lr:0.0003 alpha:0.006738 +2026-02-13 07:39:25 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-16662.12 total_reward_ma:-16467.85 loss:96.89 fps:129.9 +frame:1.86e+06 wall_t:14318 t:116250 epi:nan +opt_step:348564 lr:0.0003 alpha:0.006738 +2026-02-13 07:40:42 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-16582.97 total_reward_ma:-16470.93 loss:96.84 fps:129.9 +frame:1.87e+06 wall_t:14395 t:116875 epi:nan +opt_step:350439 lr:0.0003 alpha:0.006738 +2026-02-13 07:42:01 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-16388.43 total_reward_ma:-16472.51 loss:98.38 fps:129.9 +frame:1.88e+06 wall_t:14474 t:117500 epi:nan +opt_step:352314 lr:0.0003 alpha:0.006738 +2026-02-13 07:43:20 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-16367.97 total_reward_ma:-16473.57 loss:96.88 fps:129.9 +frame:1.89e+06 wall_t:14553 t:118125 epi:nan +opt_step:354189 lr:0.0003 alpha:0.006738 +2026-02-13 07:44:38 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-16369.40 total_reward_ma:-16475.38 loss:96.91 fps:129.9 +frame:1.90e+06 wall_t:14631 t:118750 epi:nan +opt_step:356064 lr:0.0003 alpha:0.006738 +2026-02-13 07:45:54 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-16454.50 total_reward_ma:-16478.27 loss:96.8 fps:129.9 +frame:1.91e+06 wall_t:14707 t:119375 epi:nan +opt_step:357939 lr:0.0003 alpha:0.006738 +2026-02-13 07:47:10 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-16439.56 total_reward_ma:-16480.58 loss:96.97 fps:129.9 +frame:1.92e+06 wall_t:14783 t:120000 epi:nan +opt_step:359814 lr:0.0003 alpha:0.006738 +2026-02-13 07:48:27 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-16440.83 total_reward_ma:-16481.63 loss:96.88 fps:129.9 +frame:1.93e+06 wall_t:14860 t:120625 epi:nan +opt_step:361689 lr:0.0003 alpha:0.006738 +2026-02-13 07:49:43 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-16440.67 total_reward_ma:-16483.98 loss:96.93 fps:129.9 +frame:1.94e+06 wall_t:14936 t:121250 epi:nan +opt_step:363564 lr:0.0003 alpha:0.006738 +2026-02-13 07:51:00 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-16495.74 total_reward_ma:-16487.55 loss:96.91 fps:129.9 +frame:1.95e+06 wall_t:15013 t:121875 epi:nan +opt_step:365439 lr:0.0003 alpha:0.006738 +2026-02-13 07:52:15 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-16452.94 total_reward_ma:-16489.77 loss:97.59 fps:129.9 +frame:1.96e+06 wall_t:15088 t:122500 epi:nan +opt_step:367314 lr:0.0003 alpha:0.006738 +2026-02-13 07:53:32 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-16483.34 total_reward_ma:-16491.19 loss:97.56 fps:129.9 +frame:1.97e+06 wall_t:15164 t:123125 epi:nan +opt_step:369189 lr:0.0003 alpha:0.006738 +2026-02-13 07:54:48 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-16543.73 total_reward_ma:-16491.43 loss:96.81 fps:129.9 +frame:1.98e+06 wall_t:15241 t:123750 epi:nan +opt_step:371064 lr:0.0003 alpha:0.006738 +2026-02-13 07:56:07 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-16711.79 total_reward_ma:-16492.99 loss:96.84 fps:129.9 +frame:1.99e+06 wall_t:15320 t:124375 epi:nan +opt_step:372939 lr:0.0003 alpha:0.006738 +2026-02-13 07:57:22 | INFO | PID:1362 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_skiing_t0_s2 [train] +total_reward:-16759.70 total_reward_ma:-16495.36 loss:96.94 fps:129.9 +frame:2.00e+06 wall_t:15394 t:125000 epi:nan +opt_step:374814 lr:0.0003 alpha:0.006738 +2026-02-13 07:57:22 | INFO | PID:1362 | slm_lab.lib.logger:info | Session 2 done diff --git a/data/sac_atari_skiing_2026_02_13_034039/log/sac_atari_skiing_t0_s3.log b/data/sac_atari_skiing_2026_02_13_034039/log/sac_atari_skiing_t0_s3.log new file mode 100644 index 0000000000000000000000000000000000000000..44362287bf126f3f79cdb2cc10855d8bc2fec65c --- /dev/null +++ b/data/sac_atari_skiing_2026_02_13_034039/log/sac_atari_skiing_t0_s3.log @@ -0,0 +1,802 @@ +2026-02-13 03:40:44 | INFO | PID:1363 | slm_lab.env:_make_vector_env | AtariVectorEnv: 16 envs, native preprocessing +2026-02-13 03:42:36 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:nan total_reward_ma:nan loss:-0.42 fps:91.74 +frame:1.00e+04 wall_t:109 t:625 epi:nan +opt_step:1689 lr:0.0003 alpha:0.6371 +2026-02-13 03:43:52 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-14498.18 total_reward_ma:-14498.18 loss:3.719 fps:108.1 +frame:2.00e+04 wall_t:185 t:1250 epi:nan +opt_step:3564 lr:0.0003 alpha:0.4074 +2026-02-13 03:45:09 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-15386.62 total_reward_ma:-14942.40 loss:9.164 fps:114.5 +frame:3.00e+04 wall_t:262 t:1875 epi:nan +opt_step:5439 lr:0.0003 alpha:0.2668 +2026-02-13 03:46:27 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-15551.04 total_reward_ma:-15145.28 loss:15.26 fps:117.6 +frame:4.00e+04 wall_t:340 t:2500 epi:nan +opt_step:7314 lr:0.0003 alpha:0.1762 +2026-02-13 03:47:43 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-16015.94 total_reward_ma:-15362.95 loss:21.13 fps:120.2 +frame:5.00e+04 wall_t:416 t:3125 epi:nan +opt_step:9189 lr:0.0003 alpha:0.1168 +2026-02-13 03:49:00 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-16061.07 total_reward_ma:-15502.57 loss:27.19 fps:121.7 +frame:6.00e+04 wall_t:493 t:3750 epi:nan +opt_step:11064 lr:0.0003 alpha:0.0776 +2026-02-13 03:50:17 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-16071.47 total_reward_ma:-15597.39 loss:33.03 fps:122.8 +frame:7.00e+04 wall_t:570 t:4375 epi:nan +opt_step:12939 lr:0.0003 alpha:0.05165 +2026-02-13 03:51:34 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-16116.00 total_reward_ma:-15671.48 loss:38.62 fps:123.6 +frame:8.00e+04 wall_t:647 t:5000 epi:nan +opt_step:14814 lr:0.0003 alpha:0.03446 +2026-02-13 03:52:51 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-16165.67 total_reward_ma:-15733.25 loss:43.16 fps:124.3 +frame:9.00e+04 wall_t:724 t:5625 epi:nan +opt_step:16689 lr:0.0003 alpha:0.02304 +2026-02-13 03:54:08 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-16216.64 total_reward_ma:-15786.96 loss:47.81 fps:124.8 +frame:1.00e+05 wall_t:801 t:6250 epi:nan +opt_step:18564 lr:0.0003 alpha:0.01545 +2026-02-13 03:55:25 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-16234.83 total_reward_ma:-15831.75 loss:51.98 fps:125.3 +frame:1.10e+05 wall_t:878 t:6875 epi:nan +opt_step:20439 lr:0.0003 alpha:0.01048 +2026-02-13 03:56:44 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-16205.51 total_reward_ma:-15865.72 loss:56.03 fps:125.4 +frame:1.20e+05 wall_t:957 t:7500 epi:nan +opt_step:22314 lr:0.0003 alpha:0.007068 +2026-02-13 03:58:02 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-16262.93 total_reward_ma:-15898.82 loss:59.87 fps:125.6 +frame:1.30e+05 wall_t:1035 t:8125 epi:nan +opt_step:24189 lr:0.0003 alpha:0.006738 +2026-02-13 03:59:19 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-16495.44 total_reward_ma:-15944.72 loss:62.88 fps:125.9 +frame:1.40e+05 wall_t:1112 t:8750 epi:nan +opt_step:26064 lr:0.0003 alpha:0.007115 +2026-02-13 04:00:36 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-16495.44 total_reward_ma:-15984.05 loss:65.13 fps:126.2 +frame:1.50e+05 wall_t:1189 t:9375 epi:nan +opt_step:27939 lr:0.0003 alpha:0.01558 +2026-02-13 04:01:53 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-16495.44 total_reward_ma:-16018.15 loss:67.1 fps:126.4 +frame:1.60e+05 wall_t:1266 t:10000 epi:nan +opt_step:29814 lr:0.0003 alpha:0.03369 +2026-02-13 04:03:09 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-16495.44 total_reward_ma:-16047.98 loss:70.39 fps:126.7 +frame:1.70e+05 wall_t:1342 t:10625 epi:nan +opt_step:31689 lr:0.0003 alpha:0.07275 +2026-02-13 04:04:26 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-16495.44 total_reward_ma:-16074.30 loss:71.18 fps:126.8 +frame:1.80e+05 wall_t:1419 t:11250 epi:nan +opt_step:33564 lr:0.0003 alpha:0.1566 +2026-02-13 04:05:42 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-16495.44 total_reward_ma:-16097.70 loss:73 fps:127.1 +frame:1.90e+05 wall_t:1495 t:11875 epi:nan +opt_step:35439 lr:0.0003 alpha:0.259 +2026-02-13 04:06:59 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-18024.51 total_reward_ma:-16199.11 loss:72.49 fps:127.2 +frame:2.00e+05 wall_t:1572 t:12500 epi:nan +opt_step:37314 lr:0.0003 alpha:0.1666 +2026-02-13 04:08:15 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-19575.53 total_reward_ma:-16367.93 loss:73.34 fps:127.4 +frame:2.10e+05 wall_t:1648 t:13125 epi:nan +opt_step:39189 lr:0.0003 alpha:0.1098 +2026-02-13 04:09:31 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-19406.04 total_reward_ma:-16512.60 loss:74.48 fps:127.6 +frame:2.20e+05 wall_t:1724 t:13750 epi:nan +opt_step:41064 lr:0.0003 alpha:0.07289 +2026-02-13 04:10:47 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-19370.74 total_reward_ma:-16642.52 loss:75.3 fps:127.8 +frame:2.30e+05 wall_t:1800 t:14375 epi:nan +opt_step:42939 lr:0.0003 alpha:0.04853 +2026-02-13 04:12:04 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-19391.16 total_reward_ma:-16762.02 loss:75.95 fps:127.9 +frame:2.40e+05 wall_t:1877 t:15000 epi:nan +opt_step:44814 lr:0.0003 alpha:0.03239 +2026-02-13 04:13:20 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-19365.23 total_reward_ma:-16870.49 loss:78.32 fps:128 +frame:2.50e+05 wall_t:1953 t:15625 epi:nan +opt_step:46689 lr:0.0003 alpha:0.02167 +2026-02-13 04:14:36 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-19329.48 total_reward_ma:-16968.85 loss:78.39 fps:128.1 +frame:2.60e+05 wall_t:2029 t:16250 epi:nan +opt_step:48564 lr:0.0003 alpha:0.01453 +2026-02-13 04:15:52 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-19314.71 total_reward_ma:-17059.07 loss:80.16 fps:128.3 +frame:2.70e+05 wall_t:2105 t:16875 epi:nan +opt_step:50439 lr:0.0003 alpha:0.009776 +2026-02-13 04:17:08 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-19391.24 total_reward_ma:-17145.45 loss:80.6 fps:128.4 +frame:2.80e+05 wall_t:2181 t:17500 epi:nan +opt_step:52314 lr:0.0003 alpha:0.006738 +2026-02-13 04:18:24 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-19440.22 total_reward_ma:-17227.41 loss:81.89 fps:128.5 +frame:2.90e+05 wall_t:2257 t:18125 epi:nan +opt_step:54189 lr:0.0003 alpha:0.006738 +2026-02-13 04:19:41 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-19345.35 total_reward_ma:-17300.44 loss:82.88 fps:128.5 +frame:3.00e+05 wall_t:2334 t:18750 epi:nan +opt_step:56064 lr:0.0003 alpha:0.006738 +2026-02-13 04:20:58 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-18915.15 total_reward_ma:-17354.26 loss:83.39 fps:128.6 +frame:3.10e+05 wall_t:2411 t:19375 epi:nan +opt_step:57939 lr:0.0003 alpha:0.006738 +2026-02-13 04:22:14 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-17645.34 total_reward_ma:-17363.65 loss:83.54 fps:128.7 +frame:3.20e+05 wall_t:2487 t:20000 epi:nan +opt_step:59814 lr:0.0003 alpha:0.006738 +2026-02-13 04:23:30 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-16286.14 total_reward_ma:-17329.98 loss:85.31 fps:128.8 +frame:3.30e+05 wall_t:2563 t:20625 epi:nan +opt_step:61689 lr:0.0003 alpha:0.006738 +2026-02-13 04:24:47 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-16461.27 total_reward_ma:-17303.66 loss:84.93 fps:128.8 +frame:3.40e+05 wall_t:2640 t:21250 epi:nan +opt_step:63564 lr:0.0003 alpha:0.006738 +2026-02-13 04:26:04 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-16450.44 total_reward_ma:-17278.56 loss:86.96 fps:128.8 +frame:3.50e+05 wall_t:2717 t:21875 epi:nan +opt_step:65439 lr:0.0003 alpha:0.006738 +2026-02-13 04:27:20 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-16572.89 total_reward_ma:-17258.40 loss:86.91 fps:128.9 +frame:3.60e+05 wall_t:2793 t:22500 epi:nan +opt_step:67314 lr:0.0003 alpha:0.006738 +2026-02-13 04:28:37 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-16657.27 total_reward_ma:-17241.70 loss:87.11 fps:128.9 +frame:3.70e+05 wall_t:2870 t:23125 epi:nan +opt_step:69189 lr:0.0003 alpha:0.006738 +2026-02-13 04:29:53 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-16683.97 total_reward_ma:-17226.63 loss:87.76 fps:129 +frame:3.80e+05 wall_t:2946 t:23750 epi:nan +opt_step:71064 lr:0.0003 alpha:0.006738 +2026-02-13 04:31:09 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-16753.55 total_reward_ma:-17214.18 loss:87.96 fps:129.1 +frame:3.90e+05 wall_t:3022 t:24375 epi:nan +opt_step:72939 lr:0.0003 alpha:0.006738 +2026-02-13 04:32:26 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-16682.76 total_reward_ma:-17200.55 loss:87.9 fps:129.1 +frame:4.00e+05 wall_t:3099 t:25000 epi:nan +opt_step:74814 lr:0.0003 alpha:0.006738 +2026-02-13 04:33:42 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-16626.85 total_reward_ma:-17186.21 loss:89.45 fps:129.1 +frame:4.10e+05 wall_t:3175 t:25625 epi:nan +opt_step:76689 lr:0.0003 alpha:0.006738 +2026-02-13 04:34:58 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-16563.31 total_reward_ma:-17171.02 loss:88.75 fps:129.2 +frame:4.20e+05 wall_t:3251 t:26250 epi:nan +opt_step:78564 lr:0.0003 alpha:0.006738 +2026-02-13 04:36:15 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-16671.94 total_reward_ma:-17159.13 loss:89.85 fps:129.2 +frame:4.30e+05 wall_t:3328 t:26875 epi:nan +opt_step:80439 lr:0.0003 alpha:0.006738 +2026-02-13 04:37:31 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-16603.62 total_reward_ma:-17146.21 loss:90.16 fps:129.3 +frame:4.40e+05 wall_t:3404 t:27500 epi:nan +opt_step:82314 lr:0.0003 alpha:0.006738 +2026-02-13 04:38:47 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-16500.62 total_reward_ma:-17131.54 loss:90.73 fps:129.3 +frame:4.50e+05 wall_t:3480 t:28125 epi:nan +opt_step:84189 lr:0.0003 alpha:0.006738 +2026-02-13 04:40:03 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-16267.64 total_reward_ma:-17112.34 loss:90.52 fps:129.4 +frame:4.60e+05 wall_t:3556 t:28750 epi:nan +opt_step:86064 lr:0.0003 alpha:0.006738 +2026-02-13 04:41:21 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-16367.44 total_reward_ma:-17096.15 loss:90.39 fps:129.3 +frame:4.70e+05 wall_t:3634 t:29375 epi:nan +opt_step:87939 lr:0.0003 alpha:0.006738 +2026-02-13 04:42:37 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-16304.00 total_reward_ma:-17079.30 loss:90.2 fps:129.4 +frame:4.80e+05 wall_t:3710 t:30000 epi:nan +opt_step:89814 lr:0.0003 alpha:0.006738 +2026-02-13 04:43:54 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-16234.00 total_reward_ma:-17061.69 loss:91.49 fps:129.4 +frame:4.90e+05 wall_t:3787 t:30625 epi:nan +opt_step:91689 lr:0.0003 alpha:0.006738 +2026-02-13 04:45:11 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-16214.92 total_reward_ma:-17044.41 loss:90.62 fps:129.4 +frame:5.00e+05 wall_t:3865 t:31250 epi:nan +opt_step:93564 lr:0.0003 alpha:0.006738 +2026-02-13 04:46:28 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-16255.48 total_reward_ma:-17028.63 loss:91.53 fps:129.4 +frame:5.10e+05 wall_t:3941 t:31875 epi:nan +opt_step:95439 lr:0.0003 alpha:0.006738 +2026-02-13 04:47:44 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-16176.16 total_reward_ma:-17011.91 loss:91.05 fps:129.4 +frame:5.20e+05 wall_t:4017 t:32500 epi:nan +opt_step:97314 lr:0.0003 alpha:0.006738 +2026-02-13 04:49:00 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-16269.85 total_reward_ma:-16997.64 loss:91.43 fps:129.5 +frame:5.30e+05 wall_t:4093 t:33125 epi:nan +opt_step:99189 lr:0.0003 alpha:0.006738 +2026-02-13 04:50:17 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-16480.48 total_reward_ma:-16987.88 loss:92.36 fps:129.5 +frame:5.40e+05 wall_t:4170 t:33750 epi:nan +opt_step:101064 lr:0.0003 alpha:0.006738 +2026-02-13 04:51:33 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-16405.56 total_reward_ma:-16977.10 loss:91.78 fps:129.5 +frame:5.50e+05 wall_t:4246 t:34375 epi:nan +opt_step:102939 lr:0.0003 alpha:0.006738 +2026-02-13 04:52:49 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-16552.81 total_reward_ma:-16969.38 loss:91.31 fps:129.6 +frame:5.60e+05 wall_t:4322 t:35000 epi:nan +opt_step:104814 lr:0.0003 alpha:0.006738 +2026-02-13 04:54:06 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-16518.57 total_reward_ma:-16961.33 loss:92.36 fps:129.6 +frame:5.70e+05 wall_t:4399 t:35625 epi:nan +opt_step:106689 lr:0.0003 alpha:0.006738 +2026-02-13 04:55:23 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-16622.74 total_reward_ma:-16955.39 loss:91.54 fps:129.6 +frame:5.80e+05 wall_t:4476 t:36250 epi:nan +opt_step:108564 lr:0.0003 alpha:0.006738 +2026-02-13 04:56:39 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-16755.05 total_reward_ma:-16951.94 loss:93.23 fps:129.6 +frame:5.90e+05 wall_t:4552 t:36875 epi:nan +opt_step:110439 lr:0.0003 alpha:0.006738 +2026-02-13 04:57:55 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-16827.25 total_reward_ma:-16949.83 loss:92.66 fps:129.6 +frame:6.00e+05 wall_t:4628 t:37500 epi:nan +opt_step:112314 lr:0.0003 alpha:0.006738 +2026-02-13 04:59:12 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-16791.99 total_reward_ma:-16947.20 loss:92.33 fps:129.6 +frame:6.10e+05 wall_t:4705 t:38125 epi:nan +opt_step:114189 lr:0.0003 alpha:0.006738 +2026-02-13 05:00:28 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-16788.21 total_reward_ma:-16944.59 loss:92.52 fps:129.7 +frame:6.20e+05 wall_t:4781 t:38750 epi:nan +opt_step:116064 lr:0.0003 alpha:0.006738 +2026-02-13 05:01:44 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-16846.04 total_reward_ma:-16943.00 loss:92.53 fps:129.7 +frame:6.30e+05 wall_t:4858 t:39375 epi:nan +opt_step:117939 lr:0.0003 alpha:0.006738 +2026-02-13 05:03:01 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-16857.51 total_reward_ma:-16941.64 loss:92.84 fps:129.7 +frame:6.40e+05 wall_t:4934 t:40000 epi:nan +opt_step:119814 lr:0.0003 alpha:0.006738 +2026-02-13 05:04:17 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-16926.93 total_reward_ma:-16941.41 loss:93.3 fps:129.7 +frame:6.50e+05 wall_t:5010 t:40625 epi:nan +opt_step:121689 lr:0.0003 alpha:0.006738 +2026-02-13 05:05:33 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-16858.33 total_reward_ma:-16940.13 loss:92.29 fps:129.8 +frame:6.60e+05 wall_t:5086 t:41250 epi:nan +opt_step:123564 lr:0.0003 alpha:0.006738 +2026-02-13 05:06:49 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-16846.14 total_reward_ma:-16938.71 loss:93.01 fps:129.8 +frame:6.70e+05 wall_t:5162 t:41875 epi:nan +opt_step:125439 lr:0.0003 alpha:0.006801 +2026-02-13 05:08:06 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-16894.49 total_reward_ma:-16938.05 loss:92.49 fps:129.8 +frame:6.80e+05 wall_t:5239 t:42500 epi:nan +opt_step:127314 lr:0.0003 alpha:0.006738 +2026-02-13 05:09:22 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-16868.37 total_reward_ma:-16937.03 loss:92.79 fps:129.8 +frame:6.90e+05 wall_t:5315 t:43125 epi:nan +opt_step:129189 lr:0.0003 alpha:0.006738 +2026-02-13 05:10:38 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-16909.28 total_reward_ma:-16936.62 loss:92.97 fps:129.8 +frame:7.00e+05 wall_t:5391 t:43750 epi:nan +opt_step:131064 lr:0.0003 alpha:0.006738 +2026-02-13 05:11:54 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-16893.47 total_reward_ma:-16936.01 loss:92.94 fps:129.9 +frame:7.10e+05 wall_t:5467 t:44375 epi:nan +opt_step:132939 lr:0.0003 alpha:0.006738 +2026-02-13 05:13:11 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-16955.17 total_reward_ma:-16936.28 loss:92.66 fps:129.9 +frame:7.20e+05 wall_t:5544 t:45000 epi:nan +opt_step:134814 lr:0.0003 alpha:0.006738 +2026-02-13 05:14:27 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-16922.96 total_reward_ma:-16936.09 loss:94.27 fps:129.9 +frame:7.30e+05 wall_t:5620 t:45625 epi:nan +opt_step:136689 lr:0.0003 alpha:0.006738 +2026-02-13 05:15:43 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-16918.48 total_reward_ma:-16935.85 loss:93.41 fps:129.9 +frame:7.40e+05 wall_t:5696 t:46250 epi:nan +opt_step:138564 lr:0.0003 alpha:0.006738 +2026-02-13 05:17:00 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-16822.65 total_reward_ma:-16934.32 loss:93.59 fps:129.9 +frame:7.50e+05 wall_t:5773 t:46875 epi:nan +opt_step:140439 lr:0.0003 alpha:0.006738 +2026-02-13 05:18:17 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-16803.66 total_reward_ma:-16932.58 loss:92.99 fps:129.9 +frame:7.60e+05 wall_t:5850 t:47500 epi:nan +opt_step:142314 lr:0.0003 alpha:0.006738 +2026-02-13 05:19:34 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-16694.12 total_reward_ma:-16929.44 loss:93.34 fps:129.9 +frame:7.70e+05 wall_t:5927 t:48125 epi:nan +opt_step:144189 lr:0.0003 alpha:0.006738 +2026-02-13 05:20:51 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-16772.80 total_reward_ma:-16927.41 loss:93.38 fps:129.9 +frame:7.80e+05 wall_t:6004 t:48750 epi:nan +opt_step:146064 lr:0.0003 alpha:0.006738 +2026-02-13 05:22:07 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-16776.47 total_reward_ma:-16925.47 loss:93.28 fps:129.9 +frame:7.90e+05 wall_t:6080 t:49375 epi:nan +opt_step:147939 lr:0.0003 alpha:0.006738 +2026-02-13 05:23:23 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-16789.33 total_reward_ma:-16923.75 loss:92.84 fps:130 +frame:8.00e+05 wall_t:6156 t:50000 epi:nan +opt_step:149814 lr:0.0003 alpha:0.006738 +2026-02-13 05:24:39 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-16717.84 total_reward_ma:-16921.18 loss:93.82 fps:130 +frame:8.10e+05 wall_t:6232 t:50625 epi:nan +opt_step:151689 lr:0.0003 alpha:0.006738 +2026-02-13 05:25:55 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-16701.46 total_reward_ma:-16918.46 loss:93.53 fps:130 +frame:8.20e+05 wall_t:6308 t:51250 epi:nan +opt_step:153564 lr:0.0003 alpha:0.006738 +2026-02-13 05:27:12 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-16687.23 total_reward_ma:-16915.64 loss:93.59 fps:130 +frame:8.30e+05 wall_t:6385 t:51875 epi:nan +opt_step:155439 lr:0.0003 alpha:0.006738 +2026-02-13 05:28:30 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-16537.35 total_reward_ma:-16911.09 loss:93.8 fps:130 +frame:8.40e+05 wall_t:6463 t:52500 epi:nan +opt_step:157314 lr:0.0003 alpha:0.006738 +2026-02-13 05:29:49 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-16496.17 total_reward_ma:-16906.15 loss:94 fps:129.9 +frame:8.50e+05 wall_t:6542 t:53125 epi:nan +opt_step:159189 lr:0.0003 alpha:0.006738 +2026-02-13 05:31:05 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-16530.22 total_reward_ma:-16901.72 loss:93.3 fps:129.9 +frame:8.60e+05 wall_t:6618 t:53750 epi:nan +opt_step:161064 lr:0.0003 alpha:0.006738 +2026-02-13 05:32:22 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-16546.66 total_reward_ma:-16897.60 loss:93.18 fps:129.9 +frame:8.70e+05 wall_t:6695 t:54375 epi:nan +opt_step:162939 lr:0.0003 alpha:0.006738 +2026-02-13 05:33:38 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-16547.29 total_reward_ma:-16893.57 loss:92.75 fps:130 +frame:8.80e+05 wall_t:6771 t:55000 epi:nan +opt_step:164814 lr:0.0003 alpha:0.006738 +2026-02-13 05:34:54 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-16593.56 total_reward_ma:-16890.16 loss:93.57 fps:130 +frame:8.90e+05 wall_t:6847 t:55625 epi:nan +opt_step:166689 lr:0.0003 alpha:0.006738 +2026-02-13 05:36:10 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-16526.67 total_reward_ma:-16886.07 loss:92.72 fps:130 +frame:9.00e+05 wall_t:6923 t:56250 epi:nan +opt_step:168564 lr:0.0003 alpha:0.006738 +2026-02-13 05:37:26 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-16409.60 total_reward_ma:-16880.78 loss:93.39 fps:130 +frame:9.10e+05 wall_t:6999 t:56875 epi:nan +opt_step:170439 lr:0.0003 alpha:0.006738 +2026-02-13 05:38:42 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-16340.08 total_reward_ma:-16874.84 loss:92.84 fps:130 +frame:9.20e+05 wall_t:7075 t:57500 epi:nan +opt_step:172314 lr:0.0003 alpha:0.006738 +2026-02-13 05:39:59 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-16334.70 total_reward_ma:-16868.97 loss:93.04 fps:130 +frame:9.30e+05 wall_t:7152 t:58125 epi:nan +opt_step:174189 lr:0.0003 alpha:0.006738 +2026-02-13 05:41:15 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-16342.34 total_reward_ma:-16863.30 loss:93.1 fps:130 +frame:9.40e+05 wall_t:7228 t:58750 epi:nan +opt_step:176064 lr:0.0003 alpha:0.006738 +2026-02-13 05:42:31 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-16425.67 total_reward_ma:-16858.65 loss:93.78 fps:130.1 +frame:9.50e+05 wall_t:7304 t:59375 epi:nan +opt_step:177939 lr:0.0003 alpha:0.006738 +2026-02-13 05:43:48 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-16481.74 total_reward_ma:-16854.68 loss:92.74 fps:130.1 +frame:9.60e+05 wall_t:7381 t:60000 epi:nan +opt_step:179814 lr:0.0003 alpha:0.006738 +2026-02-13 05:45:05 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-16478.64 total_reward_ma:-16850.76 loss:93.55 fps:130.1 +frame:9.70e+05 wall_t:7458 t:60625 epi:nan +opt_step:181689 lr:0.0003 alpha:0.006738 +2026-02-13 05:46:21 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-16405.64 total_reward_ma:-16846.18 loss:92.71 fps:130.1 +frame:9.80e+05 wall_t:7534 t:61250 epi:nan +opt_step:183564 lr:0.0003 alpha:0.006738 +2026-02-13 05:47:38 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-16499.20 total_reward_ma:-16842.63 loss:93.39 fps:130.1 +frame:9.90e+05 wall_t:7611 t:61875 epi:nan +opt_step:185439 lr:0.0003 alpha:0.006738 +2026-02-13 05:48:54 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-16321.11 total_reward_ma:-16837.37 loss:92.81 fps:130.1 +frame:1.00e+06 wall_t:7687 t:62500 epi:nan +opt_step:187314 lr:0.0003 alpha:0.006738 +2026-02-13 05:50:11 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-16295.39 total_reward_ma:-16831.95 loss:93.01 fps:130.1 +frame:1.01e+06 wall_t:7764 t:63125 epi:nan +opt_step:189189 lr:0.0003 alpha:0.006738 +2026-02-13 05:51:27 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-16347.17 total_reward_ma:-16850.44 loss:93.07 fps:130.1 +frame:1.02e+06 wall_t:7840 t:63750 epi:nan +opt_step:191064 lr:0.0003 alpha:0.006738 +2026-02-13 05:52:43 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-16223.58 total_reward_ma:-16858.81 loss:92.97 fps:130.1 +frame:1.03e+06 wall_t:7916 t:64375 epi:nan +opt_step:192939 lr:0.0003 alpha:0.006738 +2026-02-13 05:53:59 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-16362.05 total_reward_ma:-16866.92 loss:92.72 fps:130.1 +frame:1.04e+06 wall_t:7992 t:65000 epi:nan +opt_step:194814 lr:0.0003 alpha:0.006738 +2026-02-13 05:55:15 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-16444.56 total_reward_ma:-16871.20 loss:94.23 fps:130.1 +frame:1.05e+06 wall_t:8068 t:65625 epi:nan +opt_step:196689 lr:0.0003 alpha:0.006738 +2026-02-13 05:56:31 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-16404.56 total_reward_ma:-16874.64 loss:92.71 fps:130.2 +frame:1.06e+06 wall_t:8144 t:66250 epi:nan +opt_step:198564 lr:0.0003 alpha:0.006738 +2026-02-13 05:57:47 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-16342.59 total_reward_ma:-16877.35 loss:93.41 fps:130.2 +frame:1.07e+06 wall_t:8220 t:66875 epi:nan +opt_step:200439 lr:0.0003 alpha:0.006738 +2026-02-13 05:59:04 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-16251.15 total_reward_ma:-16878.70 loss:92.85 fps:130.2 +frame:1.08e+06 wall_t:8297 t:67500 epi:nan +opt_step:202314 lr:0.0003 alpha:0.006738 +2026-02-13 06:00:21 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-16321.59 total_reward_ma:-16880.26 loss:93.07 fps:130.2 +frame:1.09e+06 wall_t:8374 t:68125 epi:nan +opt_step:204189 lr:0.0003 alpha:0.006738 +2026-02-13 06:01:37 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-16417.76 total_reward_ma:-16882.27 loss:93.81 fps:130.2 +frame:1.10e+06 wall_t:8450 t:68750 epi:nan +opt_step:206064 lr:0.0003 alpha:0.006738 +2026-02-13 06:02:54 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-16323.44 total_reward_ma:-16883.16 loss:93.77 fps:130.2 +frame:1.11e+06 wall_t:8527 t:69375 epi:nan +opt_step:207939 lr:0.0003 alpha:0.006738 +2026-02-13 06:04:10 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-16318.52 total_reward_ma:-16884.29 loss:92.61 fps:130.2 +frame:1.12e+06 wall_t:8603 t:70000 epi:nan +opt_step:209814 lr:0.0003 alpha:0.006738 +2026-02-13 06:05:27 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-16347.75 total_reward_ma:-16885.14 loss:93.46 fps:130.2 +frame:1.13e+06 wall_t:8680 t:70625 epi:nan +opt_step:211689 lr:0.0003 alpha:0.006738 +2026-02-13 06:06:43 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-16298.31 total_reward_ma:-16883.16 loss:93.31 fps:130.2 +frame:1.14e+06 wall_t:8756 t:71250 epi:nan +opt_step:213564 lr:0.0003 alpha:0.006738 +2026-02-13 06:08:01 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-16321.21 total_reward_ma:-16881.42 loss:93.35 fps:130.2 +frame:1.15e+06 wall_t:8834 t:71875 epi:nan +opt_step:215439 lr:0.0003 alpha:0.006738 +2026-02-13 06:09:17 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-16322.83 total_reward_ma:-16879.70 loss:92.85 fps:130.2 +frame:1.16e+06 wall_t:8910 t:72500 epi:nan +opt_step:217314 lr:0.0003 alpha:0.006738 +2026-02-13 06:10:34 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-16223.97 total_reward_ma:-16876.98 loss:93.03 fps:130.2 +frame:1.17e+06 wall_t:8987 t:73125 epi:nan +opt_step:219189 lr:0.0003 alpha:0.006738 +2026-02-13 06:11:51 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-16193.02 total_reward_ma:-16873.96 loss:93.11 fps:130.2 +frame:1.18e+06 wall_t:9064 t:73750 epi:nan +opt_step:221064 lr:0.0003 alpha:0.006738 +2026-02-13 06:13:08 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-16211.11 total_reward_ma:-16871.12 loss:93.1 fps:130.2 +frame:1.19e+06 wall_t:9141 t:74375 epi:nan +opt_step:222939 lr:0.0003 alpha:0.006738 +2026-02-13 06:14:23 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-16217.08 total_reward_ma:-16853.04 loss:92.69 fps:130.2 +frame:1.20e+06 wall_t:9216 t:75000 epi:nan +opt_step:224814 lr:0.0003 alpha:0.006738 +2026-02-13 06:15:39 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-16139.76 total_reward_ma:-16818.68 loss:93.44 fps:130.2 +frame:1.21e+06 wall_t:9292 t:75625 epi:nan +opt_step:226689 lr:0.0003 alpha:0.006738 +2026-02-13 06:16:55 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-16110.48 total_reward_ma:-16785.73 loss:92.66 fps:130.2 +frame:1.22e+06 wall_t:9368 t:76250 epi:nan +opt_step:228564 lr:0.0003 alpha:0.006738 +2026-02-13 06:18:12 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-16179.10 total_reward_ma:-16753.81 loss:93.27 fps:130.2 +frame:1.23e+06 wall_t:9445 t:76875 epi:nan +opt_step:230439 lr:0.0003 alpha:0.006738 +2026-02-13 06:19:29 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-16149.15 total_reward_ma:-16721.39 loss:92.76 fps:130.2 +frame:1.24e+06 wall_t:9522 t:77500 epi:nan +opt_step:232314 lr:0.0003 alpha:0.006738 +2026-02-13 06:20:45 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-16176.79 total_reward_ma:-16689.51 loss:92.98 fps:130.2 +frame:1.25e+06 wall_t:9598 t:78125 epi:nan +opt_step:234189 lr:0.0003 alpha:0.006738 +2026-02-13 06:22:01 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-16234.81 total_reward_ma:-16658.56 loss:92.98 fps:130.2 +frame:1.26e+06 wall_t:9674 t:78750 epi:nan +opt_step:236064 lr:0.0003 alpha:0.006738 +2026-02-13 06:23:18 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-16301.95 total_reward_ma:-16628.43 loss:92.97 fps:130.2 +frame:1.27e+06 wall_t:9751 t:79375 epi:nan +opt_step:237939 lr:0.0003 alpha:0.006738 +2026-02-13 06:24:36 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-16250.85 total_reward_ma:-16597.03 loss:92.55 fps:130.2 +frame:1.28e+06 wall_t:9829 t:80000 epi:nan +opt_step:239814 lr:0.0003 alpha:0.006738 +2026-02-13 06:25:55 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-16134.78 total_reward_ma:-16563.97 loss:93.42 fps:130.2 +frame:1.29e+06 wall_t:9908 t:80625 epi:nan +opt_step:241689 lr:0.0003 alpha:0.006738 +2026-02-13 06:27:13 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-16096.96 total_reward_ma:-16531.49 loss:92.57 fps:130.2 +frame:1.30e+06 wall_t:9986 t:81250 epi:nan +opt_step:243564 lr:0.0003 alpha:0.006738 +2026-02-13 06:28:31 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-16133.03 total_reward_ma:-16503.67 loss:93.48 fps:130.2 +frame:1.31e+06 wall_t:10064 t:81875 epi:nan +opt_step:245439 lr:0.0003 alpha:0.006738 +2026-02-13 06:29:49 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-16196.44 total_reward_ma:-16489.18 loss:94.32 fps:130.2 +frame:1.32e+06 wall_t:10142 t:82500 epi:nan +opt_step:247314 lr:0.0003 alpha:0.006738 +2026-02-13 06:31:08 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-16288.36 total_reward_ma:-16489.20 loss:93.77 fps:130.1 +frame:1.33e+06 wall_t:10221 t:83125 epi:nan +opt_step:249189 lr:0.0003 alpha:0.006738 +2026-02-13 06:32:26 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-16268.45 total_reward_ma:-16487.27 loss:93.33 fps:130.1 +frame:1.34e+06 wall_t:10299 t:83750 epi:nan +opt_step:251064 lr:0.0003 alpha:0.006738 +2026-02-13 06:33:44 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-16222.47 total_reward_ma:-16484.99 loss:94.23 fps:130.1 +frame:1.35e+06 wall_t:10377 t:84375 epi:nan +opt_step:252939 lr:0.0003 alpha:0.006738 +2026-02-13 06:35:02 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-16152.74 total_reward_ma:-16480.79 loss:93.49 fps:130.1 +frame:1.36e+06 wall_t:10455 t:85000 epi:nan +opt_step:254814 lr:0.0003 alpha:0.006738 +2026-02-13 06:36:20 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-16131.85 total_reward_ma:-16475.54 loss:94.29 fps:130.1 +frame:1.37e+06 wall_t:10533 t:85625 epi:nan +opt_step:256689 lr:0.0003 alpha:0.006738 +2026-02-13 06:37:38 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-16133.06 total_reward_ma:-16470.03 loss:94.42 fps:130.1 +frame:1.38e+06 wall_t:10611 t:86250 epi:nan +opt_step:258564 lr:0.0003 alpha:0.006738 +2026-02-13 06:38:55 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-16125.59 total_reward_ma:-16463.75 loss:94.56 fps:130.1 +frame:1.39e+06 wall_t:10688 t:86875 epi:nan +opt_step:260439 lr:0.0003 alpha:0.006738 +2026-02-13 06:40:11 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-16160.51 total_reward_ma:-16458.53 loss:93.9 fps:130.1 +frame:1.40e+06 wall_t:10764 t:87500 epi:nan +opt_step:262314 lr:0.0003 alpha:0.006738 +2026-02-13 06:41:28 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-16253.70 total_reward_ma:-16454.80 loss:94.69 fps:130.1 +frame:1.41e+06 wall_t:10841 t:88125 epi:nan +opt_step:264189 lr:0.0003 alpha:0.006738 +2026-02-13 06:42:44 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-16228.84 total_reward_ma:-16451.45 loss:94.15 fps:130.1 +frame:1.42e+06 wall_t:10917 t:88750 epi:nan +opt_step:266064 lr:0.0003 alpha:0.006738 +2026-02-13 06:44:01 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-16250.13 total_reward_ma:-16447.23 loss:94.95 fps:130.1 +frame:1.43e+06 wall_t:10994 t:89375 epi:nan +opt_step:267939 lr:0.0003 alpha:0.006738 +2026-02-13 06:45:18 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-16316.81 total_reward_ma:-16444.37 loss:94.99 fps:130.1 +frame:1.44e+06 wall_t:11071 t:90000 epi:nan +opt_step:269814 lr:0.0003 alpha:0.006738 +2026-02-13 06:46:34 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-16376.45 total_reward_ma:-16443.12 loss:95.16 fps:130.1 +frame:1.45e+06 wall_t:11147 t:90625 epi:nan +opt_step:271689 lr:0.0003 alpha:0.006738 +2026-02-13 06:47:50 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-16197.30 total_reward_ma:-16442.42 loss:95.09 fps:130.1 +frame:1.46e+06 wall_t:11223 t:91250 epi:nan +opt_step:273564 lr:0.0003 alpha:0.006738 +2026-02-13 06:49:06 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-16275.02 total_reward_ma:-16441.49 loss:95.88 fps:130.1 +frame:1.47e+06 wall_t:11299 t:91875 epi:nan +opt_step:275439 lr:0.0003 alpha:0.006738 +2026-02-13 06:50:22 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-16242.54 total_reward_ma:-16440.88 loss:95.2 fps:130.1 +frame:1.48e+06 wall_t:11375 t:92500 epi:nan +opt_step:277314 lr:0.0003 alpha:0.006738 +2026-02-13 06:51:37 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-16217.78 total_reward_ma:-16440.72 loss:95.25 fps:130.1 +frame:1.49e+06 wall_t:11450 t:93125 epi:nan +opt_step:279189 lr:0.0003 alpha:0.006738 +2026-02-13 06:52:54 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-16241.41 total_reward_ma:-16440.98 loss:95.75 fps:130.1 +frame:1.50e+06 wall_t:11527 t:93750 epi:nan +opt_step:281064 lr:0.0003 alpha:0.006738 +2026-02-13 06:54:10 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-16220.14 total_reward_ma:-16440.63 loss:94.61 fps:130.1 +frame:1.51e+06 wall_t:11603 t:94375 epi:nan +opt_step:282939 lr:0.0003 alpha:0.006738 +2026-02-13 06:55:25 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-16127.14 total_reward_ma:-16440.14 loss:94.54 fps:130.2 +frame:1.52e+06 wall_t:11678 t:95000 epi:nan +opt_step:284814 lr:0.0003 alpha:0.006738 +2026-02-13 06:56:41 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-16235.75 total_reward_ma:-16439.80 loss:95.17 fps:130.2 +frame:1.53e+06 wall_t:11754 t:95625 epi:nan +opt_step:286689 lr:0.0003 alpha:0.006738 +2026-02-13 06:57:57 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-16287.74 total_reward_ma:-16437.87 loss:93.87 fps:130.2 +frame:1.54e+06 wall_t:11830 t:96250 epi:nan +opt_step:288564 lr:0.0003 alpha:0.006738 +2026-02-13 06:59:15 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-16350.19 total_reward_ma:-16437.32 loss:94.99 fps:130.2 +frame:1.55e+06 wall_t:11908 t:96875 epi:nan +opt_step:290439 lr:0.0003 alpha:0.006738 +2026-02-13 07:00:32 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-16242.50 total_reward_ma:-16434.21 loss:93.73 fps:130.2 +frame:1.56e+06 wall_t:11985 t:97500 epi:nan +opt_step:292314 lr:0.0003 alpha:0.006738 +2026-02-13 07:01:50 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-16200.24 total_reward_ma:-16431.03 loss:94.04 fps:130.2 +frame:1.57e+06 wall_t:12063 t:98125 epi:nan +opt_step:294189 lr:0.0003 alpha:0.006738 +2026-02-13 07:03:08 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-16341.42 total_reward_ma:-16428.22 loss:94.13 fps:130.1 +frame:1.58e+06 wall_t:12141 t:98750 epi:nan +opt_step:296064 lr:0.0003 alpha:0.006738 +2026-02-13 07:04:25 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-16340.60 total_reward_ma:-16424.07 loss:94.1 fps:130.1 +frame:1.59e+06 wall_t:12218 t:99375 epi:nan +opt_step:297939 lr:0.0003 alpha:0.006738 +2026-02-13 07:05:42 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-16465.05 total_reward_ma:-16420.45 loss:94.38 fps:130.1 +frame:1.60e+06 wall_t:12295 t:100000 epi:nan +opt_step:299814 lr:0.0003 alpha:0.006738 +2026-02-13 07:06:58 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-16409.45 total_reward_ma:-16416.62 loss:94.36 fps:130.1 +frame:1.61e+06 wall_t:12371 t:100625 epi:nan +opt_step:301689 lr:0.0003 alpha:0.006738 +2026-02-13 07:08:14 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-16357.89 total_reward_ma:-16412.32 loss:94.46 fps:130.2 +frame:1.62e+06 wall_t:12447 t:101250 epi:nan +opt_step:303564 lr:0.0003 alpha:0.006738 +2026-02-13 07:09:31 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-16310.87 total_reward_ma:-16406.97 loss:94.52 fps:130.2 +frame:1.63e+06 wall_t:12524 t:101875 epi:nan +opt_step:305439 lr:0.0003 alpha:0.006738 +2026-02-13 07:10:49 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-16480.20 total_reward_ma:-16403.20 loss:94.76 fps:130.1 +frame:1.64e+06 wall_t:12602 t:102500 epi:nan +opt_step:307314 lr:0.0003 alpha:0.006738 +2026-02-13 07:12:06 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-16443.19 total_reward_ma:-16398.36 loss:94.68 fps:130.1 +frame:1.65e+06 wall_t:12679 t:103125 epi:nan +opt_step:309189 lr:0.0003 alpha:0.006738 +2026-02-13 07:13:25 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-16496.93 total_reward_ma:-16394.75 loss:94.8 fps:130.1 +frame:1.66e+06 wall_t:12758 t:103750 epi:nan +opt_step:311064 lr:0.0003 alpha:0.006738 +2026-02-13 07:14:43 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-16565.23 total_reward_ma:-16391.94 loss:96.11 fps:130.1 +frame:1.67e+06 wall_t:12836 t:104375 epi:nan +opt_step:312939 lr:0.0003 alpha:0.006738 +2026-02-13 07:16:01 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-16575.80 total_reward_ma:-16388.75 loss:95 fps:130.1 +frame:1.68e+06 wall_t:12914 t:105000 epi:nan +opt_step:314814 lr:0.0003 alpha:0.006738 +2026-02-13 07:17:19 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-16631.85 total_reward_ma:-16386.38 loss:94.83 fps:130.1 +frame:1.69e+06 wall_t:12992 t:105625 epi:nan +opt_step:316689 lr:0.0003 alpha:0.006738 +2026-02-13 07:18:38 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-16655.45 total_reward_ma:-16383.85 loss:94.93 fps:130.1 +frame:1.70e+06 wall_t:13071 t:106250 epi:nan +opt_step:318564 lr:0.0003 alpha:0.006738 +2026-02-13 07:19:56 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-16771.47 total_reward_ma:-16382.63 loss:97.09 fps:130 +frame:1.71e+06 wall_t:13149 t:106875 epi:nan +opt_step:320439 lr:0.0003 alpha:0.006738 +2026-02-13 07:21:14 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-16719.93 total_reward_ma:-16380.28 loss:95.02 fps:130 +frame:1.72e+06 wall_t:13227 t:107500 epi:nan +opt_step:322314 lr:0.0003 alpha:0.006738 +2026-02-13 07:22:32 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-16663.08 total_reward_ma:-16377.68 loss:95.72 fps:130 +frame:1.73e+06 wall_t:13305 t:108125 epi:nan +opt_step:324189 lr:0.0003 alpha:0.006738 +2026-02-13 07:23:50 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-16882.58 total_reward_ma:-16377.32 loss:95.08 fps:130 +frame:1.74e+06 wall_t:13383 t:108750 epi:nan +opt_step:326064 lr:0.0003 alpha:0.006738 +2026-02-13 07:25:08 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-16871.23 total_reward_ma:-16377.80 loss:95 fps:130 +frame:1.75e+06 wall_t:13461 t:109375 epi:nan +opt_step:327939 lr:0.0003 alpha:0.006738 +2026-02-13 07:26:26 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-16891.86 total_reward_ma:-16378.68 loss:96.57 fps:130 +frame:1.76e+06 wall_t:13539 t:110000 epi:nan +opt_step:329814 lr:0.0003 alpha:0.006738 +2026-02-13 07:27:44 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-16886.73 total_reward_ma:-16380.61 loss:95.12 fps:130 +frame:1.77e+06 wall_t:13617 t:110625 epi:nan +opt_step:331689 lr:0.0003 alpha:0.006738 +2026-02-13 07:29:03 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-16835.25 total_reward_ma:-16381.24 loss:95.11 fps:130 +frame:1.78e+06 wall_t:13696 t:111250 epi:nan +opt_step:333564 lr:0.0003 alpha:0.006738 +2026-02-13 07:30:20 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-16811.89 total_reward_ma:-16381.59 loss:95.74 fps:130 +frame:1.79e+06 wall_t:13773 t:111875 epi:nan +opt_step:335439 lr:0.0003 alpha:0.006738 +2026-02-13 07:31:39 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-16687.08 total_reward_ma:-16380.57 loss:95.86 fps:129.9 +frame:1.80e+06 wall_t:13852 t:112500 epi:nan +opt_step:337314 lr:0.0003 alpha:0.006738 +2026-02-13 07:32:57 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-16843.97 total_reward_ma:-16381.83 loss:95.14 fps:129.9 +frame:1.81e+06 wall_t:13930 t:113125 epi:nan +opt_step:339189 lr:0.0003 alpha:0.006738 +2026-02-13 07:34:13 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-16896.83 total_reward_ma:-16383.78 loss:95.19 fps:129.9 +frame:1.82e+06 wall_t:14006 t:113750 epi:nan +opt_step:341064 lr:0.0003 alpha:0.006738 +2026-02-13 07:35:29 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-16911.86 total_reward_ma:-16386.03 loss:95.85 fps:130 +frame:1.83e+06 wall_t:14082 t:114375 epi:nan +opt_step:342939 lr:0.0003 alpha:0.006738 +2026-02-13 07:36:46 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-16901.70 total_reward_ma:-16389.67 loss:95.23 fps:130 +frame:1.84e+06 wall_t:14159 t:115000 epi:nan +opt_step:344814 lr:0.0003 alpha:0.006738 +2026-02-13 07:38:02 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-16932.37 total_reward_ma:-16394.03 loss:95.13 fps:130 +frame:1.85e+06 wall_t:14235 t:115625 epi:nan +opt_step:346689 lr:0.0003 alpha:0.006738 +2026-02-13 07:39:18 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-17008.15 total_reward_ma:-16398.81 loss:95.28 fps:130 +frame:1.86e+06 wall_t:14311 t:116250 epi:nan +opt_step:348564 lr:0.0003 alpha:0.006738 +2026-02-13 07:40:35 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-17015.85 total_reward_ma:-16403.51 loss:95.26 fps:130 +frame:1.87e+06 wall_t:14388 t:116875 epi:nan +opt_step:350439 lr:0.0003 alpha:0.006738 +2026-02-13 07:41:53 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-17122.89 total_reward_ma:-16409.26 loss:95.35 fps:130 +frame:1.88e+06 wall_t:14466 t:117500 epi:nan +opt_step:352314 lr:0.0003 alpha:0.006738 +2026-02-13 07:43:11 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-17107.72 total_reward_ma:-16414.40 loss:95.3 fps:130 +frame:1.89e+06 wall_t:14544 t:118125 epi:nan +opt_step:354189 lr:0.0003 alpha:0.006738 +2026-02-13 07:44:29 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-17158.52 total_reward_ma:-16420.72 loss:95.4 fps:129.9 +frame:1.90e+06 wall_t:14622 t:118750 epi:nan +opt_step:356064 lr:0.0003 alpha:0.006738 +2026-02-13 07:45:45 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-17141.98 total_reward_ma:-16428.04 loss:96 fps:129.9 +frame:1.91e+06 wall_t:14699 t:119375 epi:nan +opt_step:357939 lr:0.0003 alpha:0.006738 +2026-02-13 07:47:02 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-17086.29 total_reward_ma:-16435.51 loss:95.36 fps:129.9 +frame:1.92e+06 wall_t:14775 t:120000 epi:nan +opt_step:359814 lr:0.0003 alpha:0.006738 +2026-02-13 07:48:18 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-17267.74 total_reward_ma:-16444.84 loss:95.41 fps:130 +frame:1.93e+06 wall_t:14851 t:120625 epi:nan +opt_step:361689 lr:0.0003 alpha:0.006738 +2026-02-13 07:49:34 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-17103.90 total_reward_ma:-16452.45 loss:95.39 fps:130 +frame:1.94e+06 wall_t:14927 t:121250 epi:nan +opt_step:363564 lr:0.0003 alpha:0.006738 +2026-02-13 07:50:50 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-17237.87 total_reward_ma:-16460.57 loss:96.03 fps:130 +frame:1.95e+06 wall_t:15003 t:121875 epi:nan +opt_step:365439 lr:0.0003 alpha:0.006738 +2026-02-13 07:52:06 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-17171.73 total_reward_ma:-16467.47 loss:95.41 fps:130 +frame:1.96e+06 wall_t:15079 t:122500 epi:nan +opt_step:367314 lr:0.0003 alpha:0.006738 +2026-02-13 07:53:23 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-17108.05 total_reward_ma:-16473.77 loss:95.37 fps:130 +frame:1.97e+06 wall_t:15156 t:123125 epi:nan +opt_step:369189 lr:0.0003 alpha:0.006738 +2026-02-13 07:54:39 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-17157.07 total_reward_ma:-16481.28 loss:95.47 fps:130 +frame:1.98e+06 wall_t:15232 t:123750 epi:nan +opt_step:371064 lr:0.0003 alpha:0.006738 +2026-02-13 07:55:57 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-17158.85 total_reward_ma:-16487.88 loss:96.18 fps:130 +frame:1.99e+06 wall_t:15310 t:124375 epi:nan +opt_step:372939 lr:0.0003 alpha:0.006738 +2026-02-13 07:57:14 | INFO | PID:1363 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_skiing_t0_s3 [train] +total_reward:-16873.60 total_reward_ma:-16493.40 loss:95.45 fps:130 +frame:2.00e+06 wall_t:15387 t:125000 epi:nan +opt_step:374814 lr:0.0003 alpha:0.006738 +2026-02-13 07:57:15 | INFO | PID:1363 | slm_lab.lib.logger:info | Session 3 done diff --git a/data/sac_atari_skiing_2026_02_13_034039/sac_atari_skiing_spec.json b/data/sac_atari_skiing_2026_02_13_034039/sac_atari_skiing_spec.json new file mode 100644 index 0000000000000000000000000000000000000000..953ac34651e2d94cec3ebbbad431e4db24c7f7b1 --- /dev/null +++ b/data/sac_atari_skiing_2026_02_13_034039/sac_atari_skiing_spec.json @@ -0,0 +1,98 @@ +{ + "agent": { + "name": "SoftActorCritic", + "algorithm": { + "name": "SoftActorCritic", + "action_pdtype": "Categorical", + "action_policy": "default", + "gamma": 0.99, + "training_start_step": 1000, + "training_frequency": 4, + "training_iter": 3 + }, + "memory": { + "name": "Replay", + "batch_size": 256, + "max_size": 200000, + "use_cer": false + }, + "net": { + "type": "ConvNet", + "shared": false, + "conv_hid_layers": [ + [ + 32, + 8, + 4, + 0, + 1 + ], + [ + 64, + 4, + 2, + 0, + 1 + ], + [ + 64, + 3, + 1, + 0, + 1 + ] + ], + "fc_hid_layers": [ + 512 + ], + "hid_layers_activation": "relu", + "init_fn": "orthogonal_", + "normalize": true, + "batch_norm": false, + "clip_grad_val": 0.5, + "use_same_optim": false, + "loss_spec": { + "name": "SmoothL1Loss" + }, + "optim_spec": { + "name": "AdamW", + "lr": 0.0003, + "eps": 0.0001 + }, + "update_type": "polyak", + "update_frequency": 1, + "polyak_coef": 0.005, + "gpu": "auto" + } + }, + "env": { + "name": "ALE/Skiing-v5", + "num_envs": 16, + "max_t": null, + "max_frame": 2000000, + "life_loss_info": true + }, + "meta": { + "distributed": false, + "eval_frequency": 10000, + "log_frequency": 10000, + "max_session": 4, + "max_trial": 1, + "rigorous_eval": 0, + "experiment": 0, + "trial": 0, + "session": -1, + "cuda_offset": 0, + "resume": false, + "experiment_ts": "2026_02_13_034039", + "prepath": "data/sac_atari_skiing_2026_02_13_034039/sac_atari_skiing_t0", + "git_sha": "unknown", + "random_seed": null, + "predir": "data/sac_atari_skiing_2026_02_13_034039", + "graph_prepath": "data/sac_atari_skiing_2026_02_13_034039/graph/sac_atari_skiing_t0", + "info_prepath": "data/sac_atari_skiing_2026_02_13_034039/info/sac_atari_skiing_t0", + "log_prepath": "data/sac_atari_skiing_2026_02_13_034039/log/sac_atari_skiing_t0", + "model_prepath": "data/sac_atari_skiing_2026_02_13_034039/model/sac_atari_skiing_t0" + }, + "name": "sac_atari_skiing" +} \ No newline at end of file diff --git a/data/sac_atari_skiing_2026_02_13_034039/sac_atari_skiing_t0_spec.json 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"use_same_optim": false, + "loss_spec": { + "name": "SmoothL1Loss" + }, + "optim_spec": { + "name": "AdamW", + "lr": 0.0003, + "eps": 0.0001 + }, + "update_type": "polyak", + "update_frequency": 1, + "polyak_coef": 0.005, + "gpu": "auto" + } + }, + "env": { + "name": "ALE/Skiing-v5", + "num_envs": 16, + "max_t": null, + "max_frame": 2000000, + "life_loss_info": true + }, + "meta": { + "distributed": false, + "eval_frequency": 10000, + "log_frequency": 10000, + "max_session": 4, + "max_trial": 1, + "rigorous_eval": 0, + "experiment": 0, + "trial": 0, + "session": -1, + "cuda_offset": 0, + "resume": false, + "experiment_ts": "2026_02_13_034039", + "prepath": "data/sac_atari_skiing_2026_02_13_034039/sac_atari_skiing_t0", + "git_sha": "unknown", + "random_seed": null, + "predir": "data/sac_atari_skiing_2026_02_13_034039", + "graph_prepath": "data/sac_atari_skiing_2026_02_13_034039/graph/sac_atari_skiing_t0", + "info_prepath": 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"final_strength": -618.849853515625, + "sample_efficiency": 3.1287809179048054e-06, + "training_efficiency": 1.6980955479084514e-05, + "stability": 0.9240133762359619, + "consistency": 2.6797280311584473 +} \ No newline at end of file diff --git a/data/sac_atari_solaris_2026_02_13_105520/log/sac_atari_solaris_t0.log b/data/sac_atari_solaris_2026_02_13_105520/log/sac_atari_solaris_t0.log new file mode 100644 index 0000000000000000000000000000000000000000..a38bc95b6ee8f97ae817ed11090d29fdabfb3bfe --- /dev/null +++ b/data/sac_atari_solaris_2026_02_13_105520/log/sac_atari_solaris_t0.log @@ -0,0 +1,5 @@ +2026-02-13 15:20:04 | INFO | PID:1292 | slm_lab.lib.logger:info | trial_metrics: frame:2.00e+06 | total_reward_ma:1802.65 | strength:-241.8 | max_strength:825.6 | final_strength:-618.8 | sample_efficiency:3.129e-06 | training_efficiency:1.698e-05 | stability:0.924 | consistency:2.68 +2026-02-13 15:20:04 | INFO | PID:1292 | slm_lab.lib.logger:info | Trial 0 done +2026-02-13 15:20:04 | INFO | PID:1292 | slm_lab.cli.main:run_spec | Output: data/sac_atari_solaris_2026_02_13_105520 +2026-02-13 15:20:04 | INFO | PID:1292 | slm_lab.lib.hf:cleanup_models | Cleanup saved 310.3 MB +2026-02-13 15:20:05 | INFO | PID:1292 | slm_lab.lib.hf:upload | Uploading data/sac_atari_solaris_2026_02_13_105520 to SLM-Lab/benchmark-dev/data/sac_atari_solaris_2026_02_13_105520... diff --git a/data/sac_atari_solaris_2026_02_13_105520/log/sac_atari_solaris_t0_s0.log b/data/sac_atari_solaris_2026_02_13_105520/log/sac_atari_solaris_t0_s0.log new file mode 100644 index 0000000000000000000000000000000000000000..6ce71e651382d2514ef317a7274ec8f7952e2a3f --- /dev/null +++ b/data/sac_atari_solaris_2026_02_13_105520/log/sac_atari_solaris_t0_s0.log @@ -0,0 +1,982 @@ +2026-02-13 10:55:25 | INFO | PID:1432 | slm_lab.env:_make_vector_env | AtariVectorEnv: 16 envs, native preprocessing +2026-02-13 10:56:11 | INFO | PID:1432 | slm_lab.lib.perf:log_perf_setup | Performance setup: +Platform: GPU NVIDIA RTX A4500 (compute 8.6) +• GPU cuDNN benchmark: enabled +• GPU memory management: enabled +• GPU TF32 acceleration: enabled +2026-02-13 10:56:12 | INFO | PID:1432 | slm_lab.lib.logger:info | SoftActorCritic: +algorithm_spec: + name: SoftActorCritic + action_pdtype: Categorical + action_policy: default + gamma: 0.99 + training_start_step: 1000 + training_frequency: 4 + training_iter: 3 +name: SoftActorCritic +memory_spec: + name: Replay + batch_size: 256 + max_size: 200000 + use_cer: false +action_pdtype: Categorical +training_iter: 3 +training_start_step: 1000 +policy_delay: 1 +entropy_penalty_coef: 0.0 +gamma: 0.99 +training_frequency: 4 +to_train: 0 +_train_step: 0 +shared: False +net: (device:cuda:0) ConvNet( + (conv_model): Sequential( + (0): Conv2d(4, 32, kernel_size=(8, 8), stride=(4, 4)) + (1): ReLU() + (2): Conv2d(32, 64, kernel_size=(4, 4), stride=(2, 2)) + (3): ReLU() + (4): Conv2d(64, 64, kernel_size=(3, 3), stride=(1, 1)) + (5): ReLU() + ) + (fc_model): Sequential( + (0): Linear(in_features=3136, out_features=512, bias=True) + (1): ReLU() + ) + (tails): Sequential( + (0): Linear(in_features=512, out_features=18, bias=True) + ) + (loss_fn): SmoothL1Loss() +) +optim: AdamW ( +Parameter Group 0 + amsgrad: False + betas: (0.9, 0.999) + capturable: False + decoupled_weight_decay: True + differentiable: False + eps: 0.0001 + foreach: None + fused: None + lr: 0.0003 + maximize: False + weight_decay: 0.01 +) +q1_net: (device:cuda:0) ConvNet( + (conv_model): Sequential( + (0): Conv2d(4, 32, kernel_size=(8, 8), stride=(4, 4)) + (1): ReLU() + (2): Conv2d(32, 64, kernel_size=(4, 4), stride=(2, 2)) + (3): ReLU() + (4): Conv2d(64, 64, kernel_size=(3, 3), stride=(1, 1)) + (5): ReLU() + ) + (fc_model): Sequential( + (0): Linear(in_features=3136, out_features=512, bias=True) + (1): ReLU() + ) + (tails): Sequential( + (0): Linear(in_features=512, out_features=18, bias=True) + ) + (loss_fn): SmoothL1Loss() +) +target_q1_net: (device:cuda:0) ConvNet( + (conv_model): Sequential( + (0): Conv2d(4, 32, kernel_size=(8, 8), stride=(4, 4)) + (1): ReLU() + (2): Conv2d(32, 64, kernel_size=(4, 4), stride=(2, 2)) + (3): ReLU() + (4): Conv2d(64, 64, kernel_size=(3, 3), stride=(1, 1)) + (5): ReLU() + ) + (fc_model): Sequential( + (0): Linear(in_features=3136, out_features=512, bias=True) + (1): ReLU() + ) + (tails): Sequential( + (0): Linear(in_features=512, out_features=18, bias=True) + ) + (loss_fn): SmoothL1Loss() +) +q1_optim: AdamW ( +Parameter Group 0 + amsgrad: False + betas: (0.9, 0.999) + capturable: False + decoupled_weight_decay: True + differentiable: False + eps: 0.0001 + foreach: None + fused: None + lr: 0.0003 + maximize: False + weight_decay: 0.01 +) +q2_net: (device:cuda:0) ConvNet( + (conv_model): Sequential( + (0): Conv2d(4, 32, kernel_size=(8, 8), stride=(4, 4)) + (1): ReLU() + (2): Conv2d(32, 64, kernel_size=(4, 4), stride=(2, 2)) + (3): ReLU() + (4): Conv2d(64, 64, kernel_size=(3, 3), stride=(1, 1)) + (5): ReLU() + ) + (fc_model): Sequential( + (0): Linear(in_features=3136, out_features=512, bias=True) + (1): ReLU() + ) + (tails): Sequential( + (0): Linear(in_features=512, out_features=18, bias=True) + ) + (loss_fn): SmoothL1Loss() +) +target_q2_net: (device:cuda:0) ConvNet( + (conv_model): Sequential( + (0): Conv2d(4, 32, kernel_size=(8, 8), stride=(4, 4)) + (1): ReLU() + (2): Conv2d(32, 64, kernel_size=(4, 4), stride=(2, 2)) + (3): ReLU() + (4): Conv2d(64, 64, kernel_size=(3, 3), stride=(1, 1)) + (5): ReLU() + ) + (fc_model): Sequential( + (0): Linear(in_features=3136, out_features=512, bias=True) + (1): ReLU() + ) + (tails): Sequential( + (0): Linear(in_features=512, out_features=18, bias=True) + ) + (loss_fn): SmoothL1Loss() +) +q2_optim: AdamW ( +Parameter Group 0 + amsgrad: False + betas: (0.9, 0.999) + capturable: False + decoupled_weight_decay: True + differentiable: False + eps: 0.0001 + foreach: None + fused: None + lr: 0.0003 + maximize: False + weight_decay: 0.01 +) +net_names: ['net', 'q1_net', 'target_q1_net', 'q2_net', 'target_q2_net'] +target_entropy: 1.7342230547376987 +log_alpha: tensor([0.], device='cuda:0', requires_grad=True) +alpha: tensor([1.], device='cuda:0') +alpha_optim: AdamW ( +Parameter Group 0 + amsgrad: False + betas: (0.9, 0.999) + capturable: False + decoupled_weight_decay: True + differentiable: False + eps: 0.0001 + foreach: None + fused: None + lr: 0.0003 + maximize: False + weight_decay: 0.01 +) +2026-02-13 10:57:23 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_solaris_t0_s0 [train] +total_reward:nan total_reward_ma:nan loss:-17.98 fps:86.21 +frame:1.00e+04 wall_t:116 t:625 epi:nan +opt_step:1689 lr:0.0003 alpha:0.6318 +2026-02-13 10:58:40 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_solaris_t0_s0 [train] +total_reward:nan total_reward_ma:nan loss:-27.92 fps:103.6 +frame:2.00e+04 wall_t:193 t:1250 epi:nan +opt_step:3564 lr:0.0003 alpha:0.4043 +2026-02-13 10:59:58 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_solaris_t0_s0 [train] +total_reward:nan total_reward_ma:nan loss:-32.98 fps:111.1 +frame:3.00e+04 wall_t:270 t:1875 epi:nan +opt_step:5439 lr:0.0003 alpha:0.2647 +2026-02-13 11:01:17 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_solaris_t0_s0 [train] +total_reward:1292.00 total_reward_ma:1292.00 loss:-34.96 fps:114.6 +frame:4.00e+04 wall_t:349 t:2500 epi:nan +opt_step:7314 lr:0.0003 alpha:0.1748 +2026-02-13 11:02:35 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_solaris_t0_s0 [train] +total_reward:637.50 total_reward_ma:964.75 loss:-35.22 fps:116.8 +frame:5.00e+04 wall_t:428 t:3125 epi:nan +opt_step:9189 lr:0.0003 alpha:0.1159 +2026-02-13 11:03:53 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_solaris_t0_s0 [train] +total_reward:629.41 total_reward_ma:852.97 loss:-34.11 fps:118.6 +frame:6.00e+04 wall_t:506 t:3750 epi:nan +opt_step:11064 lr:0.0003 alpha:0.07712 +2026-02-13 11:05:11 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_solaris_t0_s0 [train] +total_reward:825.45 total_reward_ma:846.09 loss:-32.87 fps:120.1 +frame:7.00e+04 wall_t:583 t:4375 epi:nan +opt_step:12939 lr:0.0003 alpha:0.05147 +2026-02-13 11:06:28 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_solaris_t0_s0 [train] +total_reward:1140.00 total_reward_ma:904.87 loss:-31.03 fps:121 +frame:8.00e+04 wall_t:661 t:5000 epi:nan +opt_step:14814 lr:0.0003 alpha:0.03449 +2026-02-13 11:07:46 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_solaris_t0_s0 [train] +total_reward:1140.00 total_reward_ma:944.06 loss:-29.09 fps:122 +frame:9.00e+04 wall_t:738 t:5625 epi:nan +opt_step:16689 lr:0.0003 alpha:0.02321 +2026-02-13 11:09:04 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_solaris_t0_s0 [train] +total_reward:1953.33 total_reward_ma:1088.24 loss:-27.02 fps:122.5 +frame:1.00e+05 wall_t:816 t:6250 epi:nan +opt_step:18564 lr:0.0003 alpha:0.01572 +2026-02-13 11:10:22 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_solaris_t0_s0 [train] +total_reward:2456.67 total_reward_ma:1259.30 loss:-25.04 fps:123 +frame:1.10e+05 wall_t:894 t:6875 epi:nan +opt_step:20439 lr:0.0003 alpha:0.01072 +2026-02-13 11:11:41 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_solaris_t0_s0 [train] +total_reward:2540.00 total_reward_ma:1401.60 loss:-23.08 fps:123.3 +frame:1.20e+05 wall_t:973 t:7500 epi:nan +opt_step:22314 lr:0.0003 alpha:0.007399 +2026-02-13 11:12:59 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_solaris_t0_s0 [train] +total_reward:2238.46 total_reward_ma:1485.28 loss:-21.31 fps:123.7 +frame:1.30e+05 wall_t:1051 t:8125 epi:nan +opt_step:24189 lr:0.0003 alpha:0.006738 +2026-02-13 11:14:17 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_solaris_t0_s0 [train] +total_reward:2231.43 total_reward_ma:1553.11 loss:-19.62 fps:124 +frame:1.40e+05 wall_t:1129 t:8750 epi:nan +opt_step:26064 lr:0.0003 alpha:0.006738 +2026-02-13 11:15:35 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_solaris_t0_s0 [train] +total_reward:2830.67 total_reward_ma:1659.58 loss:-18.11 fps:124.3 +frame:1.50e+05 wall_t:1207 t:9375 epi:nan +opt_step:27939 lr:0.0003 alpha:0.006738 +2026-02-13 11:16:53 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_solaris_t0_s0 [train] +total_reward:2830.67 total_reward_ma:1749.66 loss:-16.71 fps:124.5 +frame:1.60e+05 wall_t:1285 t:10000 epi:nan +opt_step:29814 lr:0.0003 alpha:0.006738 +2026-02-13 11:18:11 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_solaris_t0_s0 [train] +total_reward:2830.67 total_reward_ma:1826.88 loss:-15.43 fps:124.7 +frame:1.70e+05 wall_t:1363 t:10625 epi:nan +opt_step:31689 lr:0.0003 alpha:0.006738 +2026-02-13 11:19:29 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_solaris_t0_s0 [train] +total_reward:3396.25 total_reward_ma:1931.50 loss:-14.23 fps:124.9 +frame:1.80e+05 wall_t:1441 t:11250 epi:nan +opt_step:33564 lr:0.0003 alpha:0.006738 +2026-02-13 11:20:47 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_solaris_t0_s0 [train] +total_reward:3220.00 total_reward_ma:2012.03 loss:-13.16 fps:125.1 +frame:1.90e+05 wall_t:1519 t:11875 epi:nan +opt_step:35439 lr:0.0003 alpha:0.006738 +2026-02-13 11:22:04 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_solaris_t0_s0 [train] +total_reward:3034.29 total_reward_ma:2072.16 loss:-12.18 fps:125.2 +frame:2.00e+05 wall_t:1597 t:12500 epi:nan +opt_step:37314 lr:0.0003 alpha:0.006738 +2026-02-13 11:23:22 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_solaris_t0_s0 [train] +total_reward:2970.91 total_reward_ma:2122.09 loss:-11.28 fps:125.4 +frame:2.10e+05 wall_t:1674 t:13125 epi:nan +opt_step:39189 lr:0.0003 alpha:0.006738 +2026-02-13 11:24:40 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_solaris_t0_s0 [train] +total_reward:2923.48 total_reward_ma:2164.27 loss:-10.44 fps:125.6 +frame:2.20e+05 wall_t:1752 t:13750 epi:nan +opt_step:41064 lr:0.0003 alpha:0.006738 +2026-02-13 11:25:58 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_solaris_t0_s0 [train] +total_reward:2879.17 total_reward_ma:2200.02 loss:-9.747 fps:125.7 +frame:2.30e+05 wall_t:1830 t:14375 epi:nan +opt_step:42939 lr:0.0003 alpha:0.006738 +2026-02-13 11:27:16 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_solaris_t0_s0 [train] +total_reward:2917.24 total_reward_ma:2234.17 loss:-9.057 fps:125.8 +frame:2.40e+05 wall_t:1908 t:15000 epi:nan +opt_step:44814 lr:0.0003 alpha:0.006738 +2026-02-13 11:28:34 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_solaris_t0_s0 [train] +total_reward:2882.00 total_reward_ma:2263.62 loss:-8.359 fps:125.9 +frame:2.50e+05 wall_t:1986 t:15625 epi:nan +opt_step:46689 lr:0.0003 alpha:0.006738 +2026-02-13 11:29:52 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_solaris_t0_s0 [train] +total_reward:2820.65 total_reward_ma:2287.84 loss:-7.849 fps:126 +frame:2.60e+05 wall_t:2064 t:16250 epi:nan +opt_step:48564 lr:0.0003 alpha:0.006738 +2026-02-13 11:31:11 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_solaris_t0_s0 [train] +total_reward:2760.00 total_reward_ma:2307.51 loss:-7.316 fps:126 +frame:2.70e+05 wall_t:2143 t:16875 epi:nan +opt_step:50439 lr:0.0003 alpha:0.006738 +2026-02-13 11:32:29 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_solaris_t0_s0 [train] +total_reward:2733.94 total_reward_ma:2324.57 loss:-6.865 fps:126 +frame:2.80e+05 wall_t:2222 t:17500 epi:nan +opt_step:52314 lr:0.0003 alpha:0.006738 +2026-02-13 11:33:48 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_solaris_t0_s0 [train] +total_reward:2677.14 total_reward_ma:2338.13 loss:-6.42 fps:126 +frame:2.90e+05 wall_t:2301 t:18125 epi:nan +opt_step:54189 lr:0.0003 alpha:0.006738 +2026-02-13 11:35:08 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_solaris_t0_s0 [train] +total_reward:2671.11 total_reward_ma:2350.46 loss:-6.032 fps:126 +frame:3.00e+05 wall_t:2381 t:18750 epi:nan +opt_step:56064 lr:0.0003 alpha:0.006738 +2026-02-13 11:36:27 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_solaris_t0_s0 [train] +total_reward:2671.11 total_reward_ma:2361.91 loss:-5.668 fps:126.1 +frame:3.10e+05 wall_t:2459 t:19375 epi:nan +opt_step:57939 lr:0.0003 alpha:0.006738 +2026-02-13 11:37:45 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_solaris_t0_s0 [train] +total_reward:2562.56 total_reward_ma:2368.83 loss:-5.378 fps:126.1 +frame:3.20e+05 wall_t:2537 t:20000 epi:nan +opt_step:59814 lr:0.0003 alpha:0.006738 +2026-02-13 11:39:03 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_solaris_t0_s0 [train] +total_reward:2562.56 total_reward_ma:2375.29 loss:-5.079 fps:126.2 +frame:3.30e+05 wall_t:2615 t:20625 epi:nan +opt_step:61689 lr:0.0003 alpha:0.006738 +2026-02-13 11:40:21 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_solaris_t0_s0 [train] +total_reward:2536.50 total_reward_ma:2380.49 loss:-4.794 fps:126.3 +frame:3.40e+05 wall_t:2693 t:21250 epi:nan +opt_step:63564 lr:0.0003 alpha:0.006738 +2026-02-13 11:41:39 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_solaris_t0_s0 [train] +total_reward:2496.59 total_reward_ma:2384.12 loss:-4.555 fps:126.3 +frame:3.50e+05 wall_t:2772 t:21875 epi:nan +opt_step:65439 lr:0.0003 alpha:0.006738 +2026-02-13 11:42:57 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_solaris_t0_s0 [train] +total_reward:2427.92 total_reward_ma:2385.44 loss:-4.322 fps:126.4 +frame:3.60e+05 wall_t:2849 t:22500 epi:nan +opt_step:67314 lr:0.0003 alpha:0.006738 +2026-02-13 11:44:14 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_solaris_t0_s0 [train] +total_reward:2411.02 total_reward_ma:2386.20 loss:-4.161 fps:126.5 +frame:3.70e+05 wall_t:2926 t:23125 epi:nan +opt_step:69189 lr:0.0003 alpha:0.006738 +2026-02-13 11:45:31 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_solaris_t0_s0 [train] +total_reward:2423.60 total_reward_ma:2387.27 loss:-3.957 fps:126.5 +frame:3.80e+05 wall_t:3004 t:23750 epi:nan +opt_step:71064 lr:0.0003 alpha:0.006738 +2026-02-13 11:46:49 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_solaris_t0_s0 [train] +total_reward:2423.60 total_reward_ma:2388.27 loss:-3.773 fps:126.5 +frame:3.90e+05 wall_t:3082 t:24375 epi:nan +opt_step:72939 lr:0.0003 alpha:0.006738 +2026-02-13 11:48:06 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_solaris_t0_s0 [train] +total_reward:2430.20 total_reward_ma:2389.41 loss:-3.62 fps:126.6 +frame:4.00e+05 wall_t:3159 t:25000 epi:nan +opt_step:74814 lr:0.0003 alpha:0.006738 +2026-02-13 11:49:25 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_solaris_t0_s0 [train] +total_reward:2430.20 total_reward_ma:2390.48 loss:-3.476 fps:126.6 +frame:4.10e+05 wall_t:3238 t:25625 epi:nan +opt_step:76689 lr:0.0003 alpha:0.006738 +2026-02-13 11:50:44 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_solaris_t0_s0 [train] +total_reward:2443.46 total_reward_ma:2391.84 loss:-3.404 fps:126.7 +frame:4.20e+05 wall_t:3316 t:26250 epi:nan +opt_step:78564 lr:0.0003 alpha:0.006738 +2026-02-13 11:52:02 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_solaris_t0_s0 [train] +total_reward:2392.36 total_reward_ma:2391.85 loss:-3.303 fps:126.7 +frame:4.30e+05 wall_t:3395 t:26875 epi:nan +opt_step:80439 lr:0.0003 alpha:0.006738 +2026-02-13 11:53:20 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_solaris_t0_s0 [train] +total_reward:2416.21 total_reward_ma:2392.45 loss:-3.207 fps:126.7 +frame:4.40e+05 wall_t:3472 t:27500 epi:nan +opt_step:82314 lr:0.0003 alpha:0.006738 +2026-02-13 11:54:38 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_solaris_t0_s0 [train] +total_reward:2396.72 total_reward_ma:2392.55 loss:-3.072 fps:126.8 +frame:4.50e+05 wall_t:3550 t:28125 epi:nan +opt_step:84189 lr:0.0003 alpha:0.006738 +2026-02-13 11:55:55 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_solaris_t0_s0 [train] +total_reward:2349.84 total_reward_ma:2391.56 loss:-2.969 fps:126.8 +frame:4.60e+05 wall_t:3627 t:28750 epi:nan +opt_step:86064 lr:0.0003 alpha:0.006738 +2026-02-13 11:57:13 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_solaris_t0_s0 [train] +total_reward:2349.84 total_reward_ma:2390.61 loss:-2.921 fps:126.9 +frame:4.70e+05 wall_t:3705 t:29375 epi:nan +opt_step:87939 lr:0.0003 alpha:0.006738 +2026-02-13 11:58:31 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_solaris_t0_s0 [train] +total_reward:2355.31 total_reward_ma:2389.82 loss:-2.917 fps:126.8 +frame:4.80e+05 wall_t:3784 t:30000 epi:nan +opt_step:89814 lr:0.0003 alpha:0.006738 +2026-02-13 11:59:49 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_solaris_t0_s0 [train] +total_reward:2322.77 total_reward_ma:2388.37 loss:-2.823 fps:126.9 +frame:4.90e+05 wall_t:3861 t:30625 epi:nan +opt_step:91689 lr:0.0003 alpha:0.006738 +2026-02-13 12:01:08 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_solaris_t0_s0 [train] +total_reward:2336.97 total_reward_ma:2387.27 loss:-2.772 fps:126.9 +frame:5.00e+05 wall_t:3940 t:31250 epi:nan +opt_step:93564 lr:0.0003 alpha:0.006738 +2026-02-13 12:02:25 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_solaris_t0_s0 [train] +total_reward:2336.97 total_reward_ma:2386.22 loss:-2.699 fps:126.9 +frame:5.10e+05 wall_t:4018 t:31875 epi:nan +opt_step:95439 lr:0.0003 alpha:0.006738 +2026-02-13 12:03:45 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_solaris_t0_s0 [train] +total_reward:2289.28 total_reward_ma:2384.25 loss:-2.667 fps:126.9 +frame:5.20e+05 wall_t:4097 t:32500 epi:nan +opt_step:97314 lr:0.0003 alpha:0.006738 +2026-02-13 12:05:03 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_solaris_t0_s0 [train] +total_reward:2279.16 total_reward_ma:2382.14 loss:-2.59 fps:126.9 +frame:5.30e+05 wall_t:4175 t:33125 epi:nan +opt_step:99189 lr:0.0003 alpha:0.006738 +2026-02-13 12:06:22 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_solaris_t0_s0 [train] +total_reward:2251.08 total_reward_ma:2379.57 loss:-2.669 fps:126.9 +frame:5.40e+05 wall_t:4254 t:33750 epi:nan +opt_step:101064 lr:0.0003 alpha:0.006738 +2026-02-13 12:07:40 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_solaris_t0_s0 [train] +total_reward:2290.91 total_reward_ma:2377.87 loss:-2.625 fps:126.9 +frame:5.50e+05 wall_t:4333 t:34375 epi:nan +opt_step:102939 lr:0.0003 alpha:0.006738 +2026-02-13 12:08:58 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_solaris_t0_s0 [train] +total_reward:2295.90 total_reward_ma:2376.32 loss:-2.575 fps:127 +frame:5.60e+05 wall_t:4410 t:35000 epi:nan +opt_step:104814 lr:0.0003 alpha:0.006738 +2026-02-13 12:10:16 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_solaris_t0_s0 [train] +total_reward:2295.90 total_reward_ma:2374.83 loss:-2.531 fps:127 +frame:5.70e+05 wall_t:4489 t:35625 epi:nan +opt_step:106689 lr:0.0003 alpha:0.006738 +2026-02-13 12:11:34 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_solaris_t0_s0 [train] +total_reward:2288.35 total_reward_ma:2373.26 loss:-2.475 fps:127 +frame:5.80e+05 wall_t:4566 t:36250 epi:nan +opt_step:108564 lr:0.0003 alpha:0.006738 +2026-02-13 12:12:51 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_solaris_t0_s0 [train] +total_reward:2276.30 total_reward_ma:2371.53 loss:-2.535 fps:127 +frame:5.90e+05 wall_t:4644 t:36875 epi:nan +opt_step:110439 lr:0.0003 alpha:0.006738 +2026-02-13 12:14:09 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_solaris_t0_s0 [train] +total_reward:2253.41 total_reward_ma:2369.46 loss:-2.557 fps:127.1 +frame:6.00e+05 wall_t:4721 t:37500 epi:nan +opt_step:112314 lr:0.0003 alpha:0.006738 +2026-02-13 12:15:26 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_solaris_t0_s0 [train] +total_reward:2253.41 total_reward_ma:2367.46 loss:-2.472 fps:127.1 +frame:6.10e+05 wall_t:4798 t:38125 epi:nan +opt_step:114189 lr:0.0003 alpha:0.006738 +2026-02-13 12:16:44 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_solaris_t0_s0 [train] +total_reward:2236.90 total_reward_ma:2365.24 loss:-2.515 fps:127.2 +frame:6.20e+05 wall_t:4876 t:38750 epi:nan +opt_step:116064 lr:0.0003 alpha:0.006738 +2026-02-13 12:18:02 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_solaris_t0_s0 [train] +total_reward:2235.68 total_reward_ma:2363.08 loss:-2.436 fps:127.2 +frame:6.30e+05 wall_t:4954 t:39375 epi:nan +opt_step:117939 lr:0.0003 alpha:0.006738 +2026-02-13 12:19:20 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_solaris_t0_s0 [train] +total_reward:2247.33 total_reward_ma:2361.19 loss:-2.445 fps:127.2 +frame:6.40e+05 wall_t:5032 t:40000 epi:nan +opt_step:119814 lr:0.0003 alpha:0.006738 +2026-02-13 12:20:39 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_solaris_t0_s0 [train] +total_reward:2246.96 total_reward_ma:2359.34 loss:-2.343 fps:127.2 +frame:6.50e+05 wall_t:5112 t:40625 epi:nan +opt_step:121689 lr:0.0003 alpha:0.006738 +2026-02-13 12:21:59 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_solaris_t0_s0 [train] +total_reward:2222.80 total_reward_ma:2357.18 loss:-2.356 fps:127.1 +frame:6.60e+05 wall_t:5191 t:41250 epi:nan +opt_step:123564 lr:0.0003 alpha:0.006738 +2026-02-13 12:23:17 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_solaris_t0_s0 [train] +total_reward:2222.80 total_reward_ma:2355.08 loss:-2.384 fps:127.1 +frame:6.70e+05 wall_t:5270 t:41875 epi:nan +opt_step:125439 lr:0.0003 alpha:0.006738 +2026-02-13 12:24:36 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_solaris_t0_s0 [train] +total_reward:2191.67 total_reward_ma:2352.56 loss:-2.396 fps:127.2 +frame:6.80e+05 wall_t:5348 t:42500 epi:nan +opt_step:127314 lr:0.0003 alpha:0.006738 +2026-02-13 12:25:53 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_solaris_t0_s0 [train] +total_reward:2185.98 total_reward_ma:2350.04 loss:-2.376 fps:127.2 +frame:6.90e+05 wall_t:5425 t:43125 epi:nan +opt_step:129189 lr:0.0003 alpha:0.006738 +2026-02-13 12:27:10 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_solaris_t0_s0 [train] +total_reward:2185.98 total_reward_ma:2347.59 loss:-2.428 fps:127.2 +frame:7.00e+05 wall_t:5502 t:43750 epi:nan +opt_step:131064 lr:0.0003 alpha:0.006738 +2026-02-13 12:28:27 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_solaris_t0_s0 [train] +total_reward:2185.10 total_reward_ma:2345.20 loss:-2.417 fps:127.3 +frame:7.10e+05 wall_t:5579 t:44375 epi:nan +opt_step:132939 lr:0.0003 alpha:0.006738 +2026-02-13 12:29:43 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_solaris_t0_s0 [train] +total_reward:2185.10 total_reward_ma:2342.88 loss:-2.346 fps:127.3 +frame:7.20e+05 wall_t:5656 t:45000 epi:nan +opt_step:134814 lr:0.0003 alpha:0.006738 +2026-02-13 12:31:00 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_solaris_t0_s0 [train] +total_reward:2177.60 total_reward_ma:2340.52 loss:-2.495 fps:127.4 +frame:7.30e+05 wall_t:5732 t:45625 epi:nan +opt_step:136689 lr:0.0003 alpha:0.006738 +2026-02-13 12:32:17 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_solaris_t0_s0 [train] +total_reward:2189.80 total_reward_ma:2338.40 loss:-2.398 fps:127.4 +frame:7.40e+05 wall_t:5810 t:46250 epi:nan +opt_step:138564 lr:0.0003 alpha:0.006738 +2026-02-13 12:33:35 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_solaris_t0_s0 [train] +total_reward:2174.20 total_reward_ma:2336.12 loss:-2.358 fps:127.4 +frame:7.50e+05 wall_t:5887 t:46875 epi:nan +opt_step:140439 lr:0.0003 alpha:0.006738 +2026-02-13 12:34:52 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_solaris_t0_s0 [train] +total_reward:2159.80 total_reward_ma:2333.70 loss:-2.385 fps:127.4 +frame:7.60e+05 wall_t:5964 t:47500 epi:nan +opt_step:142314 lr:0.0003 alpha:0.006738 +2026-02-13 12:36:08 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_solaris_t0_s0 [train] +total_reward:2153.40 total_reward_ma:2331.26 loss:-2.431 fps:127.5 +frame:7.70e+05 wall_t:6041 t:48125 epi:nan +opt_step:144189 lr:0.0003 alpha:0.006738 +2026-02-13 12:37:26 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_solaris_t0_s0 [train] +total_reward:2150.40 total_reward_ma:2328.85 loss:-2.486 fps:127.5 +frame:7.80e+05 wall_t:6118 t:48750 epi:nan +opt_step:146064 lr:0.0003 alpha:0.006738 +2026-02-13 12:38:43 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_solaris_t0_s0 [train] +total_reward:2150.40 total_reward_ma:2326.50 loss:-2.398 fps:127.5 +frame:7.90e+05 wall_t:6195 t:49375 epi:nan +opt_step:147939 lr:0.0003 alpha:0.006738 +2026-02-13 12:40:00 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_solaris_t0_s0 [train] +total_reward:2145.20 total_reward_ma:2324.15 loss:-2.368 fps:127.6 +frame:8.00e+05 wall_t:6272 t:50000 epi:nan +opt_step:149814 lr:0.0003 alpha:0.006738 +2026-02-13 12:41:17 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_solaris_t0_s0 [train] +total_reward:2155.20 total_reward_ma:2321.98 loss:-2.497 fps:127.6 +frame:8.10e+05 wall_t:6349 t:50625 epi:nan +opt_step:151689 lr:0.0003 alpha:0.006738 +2026-02-13 12:42:35 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_solaris_t0_s0 [train] +total_reward:2047.00 total_reward_ma:2318.50 loss:-2.377 fps:127.6 +frame:8.20e+05 wall_t:6427 t:51250 epi:nan +opt_step:153564 lr:0.0003 alpha:0.006738 +2026-02-13 12:43:53 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_solaris_t0_s0 [train] +total_reward:2047.00 total_reward_ma:2315.11 loss:-2.527 fps:127.6 +frame:8.30e+05 wall_t:6505 t:51875 epi:nan +opt_step:155439 lr:0.0003 alpha:0.006738 +2026-02-13 12:45:14 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_solaris_t0_s0 [train] +total_reward:1958.20 total_reward_ma:2310.70 loss:-2.485 fps:127.5 +frame:8.40e+05 wall_t:6586 t:52500 epi:nan +opt_step:157314 lr:0.0003 alpha:0.006738 +2026-02-13 12:46:35 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_solaris_t0_s0 [train] +total_reward:1968.60 total_reward_ma:2306.53 loss:-2.466 fps:127.5 +frame:8.50e+05 wall_t:6667 t:53125 epi:nan +opt_step:159189 lr:0.0003 alpha:0.006738 +2026-02-13 12:47:56 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_solaris_t0_s0 [train] +total_reward:1949.20 total_reward_ma:2302.23 loss:-2.672 fps:127.4 +frame:8.60e+05 wall_t:6748 t:53750 epi:nan +opt_step:161064 lr:0.0003 alpha:0.006738 +2026-02-13 12:49:16 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_solaris_t0_s0 [train] +total_reward:1931.20 total_reward_ma:2297.81 loss:-2.566 fps:127.4 +frame:8.70e+05 wall_t:6829 t:54375 epi:nan +opt_step:162939 lr:0.0003 alpha:0.006738 +2026-02-13 12:50:36 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_solaris_t0_s0 [train] +total_reward:1926.60 total_reward_ma:2293.44 loss:-2.545 fps:127.4 +frame:8.80e+05 wall_t:6909 t:55000 epi:nan +opt_step:164814 lr:0.0003 alpha:0.006738 +2026-02-13 12:51:57 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_solaris_t0_s0 [train] +total_reward:1915.80 total_reward_ma:2289.05 loss:-2.51 fps:127.3 +frame:8.90e+05 wall_t:6989 t:55625 epi:nan +opt_step:166689 lr:0.0003 alpha:0.006738 +2026-02-13 12:53:17 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_solaris_t0_s0 [train] +total_reward:1900.20 total_reward_ma:2284.58 loss:-2.614 fps:127.3 +frame:9.00e+05 wall_t:7069 t:56250 epi:nan +opt_step:168564 lr:0.0003 alpha:0.006738 +2026-02-13 12:54:38 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_solaris_t0_s0 [train] +total_reward:1905.20 total_reward_ma:2280.27 loss:-2.665 fps:127.3 +frame:9.10e+05 wall_t:7150 t:56875 epi:nan +opt_step:170439 lr:0.0003 alpha:0.006738 +2026-02-13 12:55:58 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_solaris_t0_s0 [train] +total_reward:1910.40 total_reward_ma:2276.11 loss:-2.549 fps:127.2 +frame:9.20e+05 wall_t:7230 t:57500 epi:nan +opt_step:172314 lr:0.0003 alpha:0.006738 +2026-02-13 12:57:19 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_solaris_t0_s0 [train] +total_reward:1935.40 total_reward_ma:2272.33 loss:-2.607 fps:127.2 +frame:9.30e+05 wall_t:7311 t:58125 epi:nan +opt_step:174189 lr:0.0003 alpha:0.006738 +2026-02-13 12:58:40 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_solaris_t0_s0 [train] +total_reward:1938.00 total_reward_ma:2268.65 loss:-2.684 fps:127.2 +frame:9.40e+05 wall_t:7392 t:58750 epi:nan +opt_step:176064 lr:0.0003 alpha:0.006738 +2026-02-13 13:00:00 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_solaris_t0_s0 [train] +total_reward:1938.00 total_reward_ma:2265.06 loss:-2.677 fps:127.1 +frame:9.50e+05 wall_t:7473 t:59375 epi:nan +opt_step:177939 lr:0.0003 alpha:0.006738 +2026-02-13 13:01:21 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_solaris_t0_s0 [train] +total_reward:1926.20 total_reward_ma:2261.42 loss:-2.761 fps:127.1 +frame:9.60e+05 wall_t:7553 t:60000 epi:nan +opt_step:179814 lr:0.0003 alpha:0.006738 +2026-02-13 13:02:41 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_solaris_t0_s0 [train] +total_reward:1931.80 total_reward_ma:2257.91 loss:-2.677 fps:127.1 +frame:9.70e+05 wall_t:7633 t:60625 epi:nan +opt_step:181689 lr:0.0003 alpha:0.006738 +2026-02-13 13:04:02 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_solaris_t0_s0 [train] +total_reward:1952.40 total_reward_ma:2254.69 loss:-2.676 fps:127 +frame:9.80e+05 wall_t:7714 t:61250 epi:nan +opt_step:183564 lr:0.0003 alpha:0.006738 +2026-02-13 13:05:23 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_solaris_t0_s0 [train] +total_reward:1963.80 total_reward_ma:2251.66 loss:-2.728 fps:127 +frame:9.90e+05 wall_t:7795 t:61875 epi:nan +opt_step:185439 lr:0.0003 alpha:0.006738 +2026-02-13 13:06:44 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_solaris_t0_s0 [train] +total_reward:1967.40 total_reward_ma:2248.73 loss:-2.627 fps:127 +frame:1.00e+06 wall_t:7877 t:62500 epi:nan +opt_step:187314 lr:0.0003 alpha:0.006738 +2026-02-13 13:08:05 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_solaris_t0_s0 [train] +total_reward:1967.40 total_reward_ma:2245.86 loss:-2.807 fps:126.9 +frame:1.01e+06 wall_t:7957 t:63125 epi:nan +opt_step:189189 lr:0.0003 alpha:0.006738 +2026-02-13 13:09:25 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_solaris_t0_s0 [train] +total_reward:1970.60 total_reward_ma:2243.08 loss:-3.008 fps:126.9 +frame:1.02e+06 wall_t:8037 t:63750 epi:nan +opt_step:191064 lr:0.0003 alpha:0.006738 +2026-02-13 13:10:46 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_solaris_t0_s0 [train] +total_reward:1949.80 total_reward_ma:2240.15 loss:-2.853 fps:126.9 +frame:1.03e+06 wall_t:8118 t:64375 epi:nan +opt_step:192939 lr:0.0003 alpha:0.006738 +2026-02-13 13:12:06 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_solaris_t0_s0 [train] +total_reward:1943.20 total_reward_ma:2246.66 loss:-3.253 fps:126.8 +frame:1.04e+06 wall_t:8199 t:65000 epi:nan +opt_step:194814 lr:0.0003 alpha:0.006738 +2026-02-13 13:13:27 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_solaris_t0_s0 [train] +total_reward:1918.40 total_reward_ma:2259.47 loss:-2.945 fps:126.8 +frame:1.05e+06 wall_t:8280 t:65625 epi:nan +opt_step:196689 lr:0.0003 alpha:0.006738 +2026-02-13 13:14:48 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_solaris_t0_s0 [train] +total_reward:1892.60 total_reward_ma:2272.10 loss:-2.937 fps:126.8 +frame:1.06e+06 wall_t:8360 t:66250 epi:nan +opt_step:198564 lr:0.0003 alpha:0.006738 +2026-02-13 13:16:09 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_solaris_t0_s0 [train] +total_reward:1891.00 total_reward_ma:2282.76 loss:-2.983 fps:126.8 +frame:1.07e+06 wall_t:8441 t:66875 epi:nan +opt_step:200439 lr:0.0003 alpha:0.006738 +2026-02-13 13:17:29 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_solaris_t0_s0 [train] +total_reward:1893.40 total_reward_ma:2290.29 loss:-3.17 fps:126.7 +frame:1.08e+06 wall_t:8522 t:67500 epi:nan +opt_step:202314 lr:0.0003 alpha:0.006738 +2026-02-13 13:18:50 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_solaris_t0_s0 [train] +total_reward:1893.40 total_reward_ma:2297.83 loss:-3.353 fps:126.7 +frame:1.09e+06 wall_t:8602 t:68125 epi:nan +opt_step:204189 lr:0.0003 alpha:0.006738 +2026-02-13 13:20:11 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_solaris_t0_s0 [train] +total_reward:1913.80 total_reward_ma:2297.43 loss:-2.73 fps:126.7 +frame:1.10e+06 wall_t:8683 t:68750 epi:nan +opt_step:206064 lr:0.0003 alpha:0.006738 +2026-02-13 13:21:31 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_solaris_t0_s0 [train] +total_reward:1892.40 total_reward_ma:2291.79 loss:-3.185 fps:126.7 +frame:1.11e+06 wall_t:8764 t:69375 epi:nan +opt_step:207939 lr:0.0003 alpha:0.006738 +2026-02-13 13:22:52 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_solaris_t0_s0 [train] +total_reward:1857.20 total_reward_ma:2284.96 loss:-3.068 fps:126.6 +frame:1.12e+06 wall_t:8845 t:70000 epi:nan +opt_step:209814 lr:0.0003 alpha:0.006738 +2026-02-13 13:24:13 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_solaris_t0_s0 [train] +total_reward:1857.20 total_reward_ma:2281.15 loss:-3.527 fps:126.6 +frame:1.13e+06 wall_t:8925 t:70625 epi:nan +opt_step:211689 lr:0.0003 alpha:0.006738 +2026-02-13 13:25:33 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_solaris_t0_s0 [train] +total_reward:1844.80 total_reward_ma:2277.28 loss:-2.757 fps:126.6 +frame:1.14e+06 wall_t:9006 t:71250 epi:nan +opt_step:213564 lr:0.0003 alpha:0.006738 +2026-02-13 13:26:54 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_solaris_t0_s0 [train] +total_reward:1853.00 total_reward_ma:2267.50 loss:-3.03 fps:126.6 +frame:1.15e+06 wall_t:9086 t:71875 epi:nan +opt_step:215439 lr:0.0003 alpha:0.006738 +2026-02-13 13:28:14 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_solaris_t0_s0 [train] +total_reward:1828.80 total_reward_ma:2257.49 loss:-2.786 fps:126.6 +frame:1.16e+06 wall_t:9166 t:72500 epi:nan +opt_step:217314 lr:0.0003 alpha:0.006738 +2026-02-13 13:29:35 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_solaris_t0_s0 [train] +total_reward:1825.00 total_reward_ma:2247.43 loss:-3.073 fps:126.5 +frame:1.17e+06 wall_t:9247 t:73125 epi:nan +opt_step:219189 lr:0.0003 alpha:0.006738 +2026-02-13 13:30:55 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_solaris_t0_s0 [train] +total_reward:1836.40 total_reward_ma:2231.83 loss:-3.108 fps:126.5 +frame:1.18e+06 wall_t:9327 t:73750 epi:nan +opt_step:221064 lr:0.0003 alpha:0.006738 +2026-02-13 13:32:16 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_solaris_t0_s0 [train] +total_reward:1833.60 total_reward_ma:2217.97 loss:-3.542 fps:126.5 +frame:1.19e+06 wall_t:9408 t:74375 epi:nan +opt_step:222939 lr:0.0003 alpha:0.006738 +2026-02-13 13:33:37 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_solaris_t0_s0 [train] +total_reward:1803.00 total_reward_ma:2205.65 loss:-2.707 fps:126.5 +frame:1.20e+06 wall_t:9489 t:75000 epi:nan +opt_step:224814 lr:0.0003 alpha:0.006738 +2026-02-13 13:34:58 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_solaris_t0_s0 [train] +total_reward:1812.20 total_reward_ma:2194.07 loss:-3.356 fps:126.4 +frame:1.21e+06 wall_t:9570 t:75625 epi:nan +opt_step:226689 lr:0.0003 alpha:0.006738 +2026-02-13 13:36:18 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_solaris_t0_s0 [train] +total_reward:1806.00 total_reward_ma:2182.89 loss:-2.976 fps:126.4 +frame:1.22e+06 wall_t:9650 t:76250 epi:nan +opt_step:228564 lr:0.0003 alpha:0.006738 +2026-02-13 13:37:39 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_solaris_t0_s0 [train] +total_reward:1780.00 total_reward_ma:2171.90 loss:-2.863 fps:126.4 +frame:1.23e+06 wall_t:9731 t:76875 epi:nan +opt_step:230439 lr:0.0003 alpha:0.006738 +2026-02-13 13:38:59 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_solaris_t0_s0 [train] +total_reward:1770.40 total_reward_ma:2160.43 loss:-3.258 fps:126.4 +frame:1.24e+06 wall_t:9811 t:77500 epi:nan +opt_step:232314 lr:0.0003 alpha:0.006738 +2026-02-13 13:40:19 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_solaris_t0_s0 [train] +total_reward:1771.20 total_reward_ma:2149.32 loss:-3.226 fps:126.4 +frame:1.25e+06 wall_t:9892 t:78125 epi:nan +opt_step:234189 lr:0.0003 alpha:0.006738 +2026-02-13 13:41:40 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_solaris_t0_s0 [train] +total_reward:1771.20 total_reward_ma:2138.83 loss:-3.229 fps:126.4 +frame:1.26e+06 wall_t:9972 t:78750 epi:nan +opt_step:236064 lr:0.0003 alpha:0.006738 +2026-02-13 13:43:00 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_solaris_t0_s0 [train] +total_reward:1757.00 total_reward_ma:2128.80 loss:-2.998 fps:126.3 +frame:1.27e+06 wall_t:10052 t:79375 epi:nan +opt_step:237939 lr:0.0003 alpha:0.006738 +2026-02-13 13:44:21 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_solaris_t0_s0 [train] +total_reward:1769.40 total_reward_ma:2119.15 loss:-3.312 fps:126.3 +frame:1.28e+06 wall_t:10133 t:80000 epi:nan +opt_step:239814 lr:0.0003 alpha:0.006738 +2026-02-13 13:45:42 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_solaris_t0_s0 [train] +total_reward:1789.40 total_reward_ma:2110.28 loss:-3.208 fps:126.3 +frame:1.29e+06 wall_t:10214 t:80625 epi:nan +opt_step:241689 lr:0.0003 alpha:0.006738 +2026-02-13 13:47:02 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_solaris_t0_s0 [train] +total_reward:1789.40 total_reward_ma:2101.46 loss:-3.385 fps:126.3 +frame:1.30e+06 wall_t:10294 t:81250 epi:nan +opt_step:243564 lr:0.0003 alpha:0.006738 +2026-02-13 13:48:22 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_solaris_t0_s0 [train] +total_reward:1768.60 total_reward_ma:2092.43 loss:-2.969 fps:126.3 +frame:1.31e+06 wall_t:10374 t:81875 epi:nan +opt_step:245439 lr:0.0003 alpha:0.006738 +2026-02-13 13:49:43 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_solaris_t0_s0 [train] +total_reward:1768.60 total_reward_ma:2084.49 loss:-3.008 fps:126.3 +frame:1.32e+06 wall_t:10455 t:82500 epi:nan +opt_step:247314 lr:0.0003 alpha:0.006738 +2026-02-13 13:51:04 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_solaris_t0_s0 [train] +total_reward:1740.40 total_reward_ma:2076.27 loss:-3.037 fps:126.2 +frame:1.33e+06 wall_t:10536 t:83125 epi:nan +opt_step:249189 lr:0.0003 alpha:0.006738 +2026-02-13 13:52:24 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_solaris_t0_s0 [train] +total_reward:1702.00 total_reward_ma:2067.93 loss:-3.091 fps:126.2 +frame:1.34e+06 wall_t:10616 t:83750 epi:nan +opt_step:251064 lr:0.0003 alpha:0.006738 +2026-02-13 13:53:45 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_solaris_t0_s0 [train] +total_reward:1709.60 total_reward_ma:2060.06 loss:-2.954 fps:126.2 +frame:1.35e+06 wall_t:10697 t:84375 epi:nan +opt_step:252939 lr:0.0003 alpha:0.006738 +2026-02-13 13:55:05 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_solaris_t0_s0 [train] +total_reward:1709.60 total_reward_ma:2052.87 loss:-3.21 fps:126.2 +frame:1.36e+06 wall_t:10778 t:85000 epi:nan +opt_step:254814 lr:0.0003 alpha:0.006738 +2026-02-13 13:56:26 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_solaris_t0_s0 [train] +total_reward:1709.60 total_reward_ma:2045.86 loss:-3.006 fps:126.2 +frame:1.37e+06 wall_t:10858 t:85625 epi:nan +opt_step:256689 lr:0.0003 alpha:0.006738 +2026-02-13 13:57:47 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_solaris_t0_s0 [train] +total_reward:1713.00 total_reward_ma:2038.75 loss:-3.075 fps:126.2 +frame:1.38e+06 wall_t:10939 t:86250 epi:nan +opt_step:258564 lr:0.0003 alpha:0.006738 +2026-02-13 13:59:07 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_solaris_t0_s0 [train] +total_reward:1793.20 total_reward_ma:2032.45 loss:-3.274 fps:126.1 +frame:1.39e+06 wall_t:11020 t:86875 epi:nan +opt_step:260439 lr:0.0003 alpha:0.006738 +2026-02-13 14:00:28 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_solaris_t0_s0 [train] +total_reward:1788.80 total_reward_ma:2026.04 loss:-3.02 fps:126.1 +frame:1.40e+06 wall_t:11100 t:87500 epi:nan +opt_step:262314 lr:0.0003 alpha:0.006738 +2026-02-13 14:01:48 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_solaris_t0_s0 [train] +total_reward:1773.60 total_reward_ma:2019.47 loss:-3.24 fps:126.1 +frame:1.41e+06 wall_t:11181 t:88125 epi:nan +opt_step:264189 lr:0.0003 alpha:0.006738 +2026-02-13 14:03:09 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_solaris_t0_s0 [train] +total_reward:1791.00 total_reward_ma:2012.95 loss:-3.371 fps:126.1 +frame:1.42e+06 wall_t:11261 t:88750 epi:nan +opt_step:266064 lr:0.0003 alpha:0.006738 +2026-02-13 14:04:29 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_solaris_t0_s0 [train] +total_reward:1791.00 total_reward_ma:2006.93 loss:-3.264 fps:126.1 +frame:1.43e+06 wall_t:11342 t:89375 epi:nan +opt_step:267939 lr:0.0003 alpha:0.006738 +2026-02-13 14:05:50 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_solaris_t0_s0 [train] +total_reward:1787.00 total_reward_ma:2000.64 loss:-3.321 fps:126.1 +frame:1.44e+06 wall_t:11422 t:90000 epi:nan +opt_step:269814 lr:0.0003 alpha:0.006738 +2026-02-13 14:07:10 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_solaris_t0_s0 [train] +total_reward:1792.60 total_reward_ma:1994.60 loss:-3.654 fps:126.1 +frame:1.45e+06 wall_t:11502 t:90625 epi:nan +opt_step:271689 lr:0.0003 alpha:0.006738 +2026-02-13 14:08:31 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_solaris_t0_s0 [train] +total_reward:1792.60 total_reward_ma:1989.03 loss:-3.16 fps:126 +frame:1.46e+06 wall_t:11583 t:91250 epi:nan +opt_step:273564 lr:0.0003 alpha:0.006738 +2026-02-13 14:09:52 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_solaris_t0_s0 [train] +total_reward:1755.40 total_reward_ma:1983.08 loss:-3.502 fps:126 +frame:1.47e+06 wall_t:11664 t:91875 epi:nan +opt_step:275439 lr:0.0003 alpha:0.006738 +2026-02-13 14:11:12 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_solaris_t0_s0 [train] +total_reward:1783.80 total_reward_ma:1977.37 loss:-3.462 fps:126 +frame:1.48e+06 wall_t:11745 t:92500 epi:nan +opt_step:277314 lr:0.0003 alpha:0.006738 +2026-02-13 14:12:33 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_solaris_t0_s0 [train] +total_reward:1802.20 total_reward_ma:1972.16 loss:-3.33 fps:126 +frame:1.49e+06 wall_t:11826 t:93125 epi:nan +opt_step:279189 lr:0.0003 alpha:0.006738 +2026-02-13 14:13:54 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_solaris_t0_s0 [train] +total_reward:1818.00 total_reward_ma:1966.97 loss:-3.443 fps:126 +frame:1.50e+06 wall_t:11906 t:93750 epi:nan +opt_step:281064 lr:0.0003 alpha:0.006738 +2026-02-13 14:15:15 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_solaris_t0_s0 [train] +total_reward:1811.80 total_reward_ma:1961.72 loss:-3.527 fps:126 +frame:1.51e+06 wall_t:11987 t:94375 epi:nan +opt_step:282939 lr:0.0003 alpha:0.006738 +2026-02-13 14:16:35 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_solaris_t0_s0 [train] +total_reward:1811.80 total_reward_ma:1956.95 loss:-3.186 fps:126 +frame:1.52e+06 wall_t:12068 t:95000 epi:nan +opt_step:284814 lr:0.0003 alpha:0.006738 +2026-02-13 14:17:56 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_solaris_t0_s0 [train] +total_reward:1800.20 total_reward_ma:1952.16 loss:-3.525 fps:125.9 +frame:1.53e+06 wall_t:12148 t:95625 epi:nan +opt_step:286689 lr:0.0003 alpha:0.006738 +2026-02-13 14:19:17 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_solaris_t0_s0 [train] +total_reward:1774.20 total_reward_ma:1947.39 loss:-3.441 fps:125.9 +frame:1.54e+06 wall_t:12229 t:96250 epi:nan +opt_step:288564 lr:0.0003 alpha:0.006738 +2026-02-13 14:20:38 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_solaris_t0_s0 [train] +total_reward:1798.40 total_reward_ma:1942.46 loss:-3.466 fps:125.9 +frame:1.55e+06 wall_t:12310 t:96875 epi:nan +opt_step:290439 lr:0.0003 alpha:0.006738 +2026-02-13 14:21:59 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_solaris_t0_s0 [train] +total_reward:1808.20 total_reward_ma:1937.58 loss:-3.976 fps:125.9 +frame:1.56e+06 wall_t:12391 t:97500 epi:nan +opt_step:292314 lr:0.0003 alpha:0.006738 +2026-02-13 14:23:20 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_solaris_t0_s0 [train] +total_reward:1777.80 total_reward_ma:1932.40 loss:-3.665 fps:125.9 +frame:1.57e+06 wall_t:12472 t:98125 epi:nan +opt_step:294189 lr:0.0003 alpha:0.006738 +2026-02-13 14:24:40 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_solaris_t0_s0 [train] +total_reward:1777.40 total_reward_ma:1927.29 loss:-3.701 fps:125.9 +frame:1.58e+06 wall_t:12553 t:98750 epi:nan +opt_step:296064 lr:0.0003 alpha:0.006738 +2026-02-13 14:26:02 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_solaris_t0_s0 [train] +total_reward:1780.40 total_reward_ma:1922.34 loss:-3.668 fps:125.9 +frame:1.59e+06 wall_t:12634 t:99375 epi:nan +opt_step:297939 lr:0.0003 alpha:0.006738 +2026-02-13 14:27:23 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_solaris_t0_s0 [train] +total_reward:1767.40 total_reward_ma:1917.48 loss:-4.245 fps:125.8 +frame:1.60e+06 wall_t:12715 t:100000 epi:nan +opt_step:299814 lr:0.0003 alpha:0.006738 +2026-02-13 14:28:43 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_solaris_t0_s0 [train] +total_reward:1774.40 total_reward_ma:1912.69 loss:-3.582 fps:125.8 +frame:1.61e+06 wall_t:12795 t:100625 epi:nan +opt_step:301689 lr:0.0003 alpha:0.006738 +2026-02-13 14:30:03 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_solaris_t0_s0 [train] +total_reward:1752.00 total_reward_ma:1907.84 loss:-3.837 fps:125.8 +frame:1.62e+06 wall_t:12876 t:101250 epi:nan +opt_step:303564 lr:0.0003 alpha:0.006738 +2026-02-13 14:31:24 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_solaris_t0_s0 [train] +total_reward:1762.00 total_reward_ma:1903.10 loss:-3.576 fps:125.8 +frame:1.63e+06 wall_t:12956 t:101875 epi:nan +opt_step:305439 lr:0.0003 alpha:0.006738 +2026-02-13 14:32:45 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_solaris_t0_s0 [train] +total_reward:1714.20 total_reward_ma:1897.77 loss:-4.236 fps:125.8 +frame:1.64e+06 wall_t:13037 t:102500 epi:nan +opt_step:307314 lr:0.0003 alpha:0.006738 +2026-02-13 14:34:05 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_solaris_t0_s0 [train] +total_reward:1719.00 total_reward_ma:1892.49 loss:-3.935 fps:125.8 +frame:1.65e+06 wall_t:13118 t:103125 epi:nan +opt_step:309189 lr:0.0003 alpha:0.006738 +2026-02-13 14:35:26 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_solaris_t0_s0 [train] +total_reward:1703.20 total_reward_ma:1887.29 loss:-3.689 fps:125.8 +frame:1.66e+06 wall_t:13198 t:103750 epi:nan +opt_step:311064 lr:0.0003 alpha:0.006738 +2026-02-13 14:36:46 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_solaris_t0_s0 [train] +total_reward:1707.60 total_reward_ma:1882.14 loss:-3.827 fps:125.8 +frame:1.67e+06 wall_t:13279 t:104375 epi:nan +opt_step:312939 lr:0.0003 alpha:0.006738 +2026-02-13 14:38:06 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_solaris_t0_s0 [train] +total_reward:1707.60 total_reward_ma:1877.30 loss:-4.027 fps:125.8 +frame:1.68e+06 wall_t:13359 t:105000 epi:nan +opt_step:314814 lr:0.0003 alpha:0.006738 +2026-02-13 14:39:27 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_solaris_t0_s0 [train] +total_reward:1706.60 total_reward_ma:1872.51 loss:-3.576 fps:125.7 +frame:1.69e+06 wall_t:13440 t:105625 epi:nan +opt_step:316689 lr:0.0003 alpha:0.006738 +2026-02-13 14:40:47 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_solaris_t0_s0 [train] +total_reward:1702.60 total_reward_ma:1867.67 loss:-3.958 fps:125.7 +frame:1.70e+06 wall_t:13520 t:106250 epi:nan +opt_step:318564 lr:0.0003 alpha:0.006738 +2026-02-13 14:42:08 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_solaris_t0_s0 [train] +total_reward:1716.40 total_reward_ma:1862.98 loss:-3.634 fps:125.7 +frame:1.71e+06 wall_t:13600 t:106875 epi:nan +opt_step:320439 lr:0.0003 alpha:0.006738 +2026-02-13 14:43:29 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_solaris_t0_s0 [train] +total_reward:1716.40 total_reward_ma:1858.30 loss:-4.129 fps:125.7 +frame:1.72e+06 wall_t:13681 t:107500 epi:nan +opt_step:322314 lr:0.0003 alpha:0.006738 +2026-02-13 14:44:49 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_solaris_t0_s0 [train] +total_reward:1716.40 total_reward_ma:1853.69 loss:-4.263 fps:125.7 +frame:1.73e+06 wall_t:13761 t:108125 epi:nan +opt_step:324189 lr:0.0003 alpha:0.006738 +2026-02-13 14:46:10 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_solaris_t0_s0 [train] +total_reward:1716.40 total_reward_ma:1848.95 loss:-4.306 fps:125.7 +frame:1.74e+06 wall_t:13843 t:108750 epi:nan +opt_step:326064 lr:0.0003 alpha:0.006738 +2026-02-13 14:47:31 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_solaris_t0_s0 [train] +total_reward:1699.60 total_reward_ma:1844.21 loss:-4.165 fps:125.7 +frame:1.75e+06 wall_t:13923 t:109375 epi:nan +opt_step:327939 lr:0.0003 alpha:0.006738 +2026-02-13 14:48:52 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_solaris_t0_s0 [train] +total_reward:1686.40 total_reward_ma:1839.47 loss:-4.636 fps:125.7 +frame:1.76e+06 wall_t:14004 t:110000 epi:nan +opt_step:329814 lr:0.0003 alpha:0.006738 +2026-02-13 14:50:12 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_solaris_t0_s0 [train] +total_reward:1653.20 total_reward_ma:1834.47 loss:-4.208 fps:125.7 +frame:1.77e+06 wall_t:14084 t:110625 epi:nan +opt_step:331689 lr:0.0003 alpha:0.006738 +2026-02-13 14:51:33 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_solaris_t0_s0 [train] +total_reward:1660.40 total_reward_ma:1829.57 loss:-4.585 fps:125.7 +frame:1.78e+06 wall_t:14165 t:111250 epi:nan +opt_step:333564 lr:0.0003 alpha:0.006738 +2026-02-13 14:52:53 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_solaris_t0_s0 [train] +total_reward:1638.20 total_reward_ma:1824.45 loss:-4.656 fps:125.6 +frame:1.79e+06 wall_t:14246 t:111875 epi:nan +opt_step:335439 lr:0.0003 alpha:0.006739 +2026-02-13 14:54:14 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_solaris_t0_s0 [train] +total_reward:1644.00 total_reward_ma:1819.44 loss:-4.251 fps:125.6 +frame:1.80e+06 wall_t:14326 t:112500 epi:nan +opt_step:337314 lr:0.0003 alpha:0.00676 +2026-02-13 14:55:34 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_solaris_t0_s0 [train] +total_reward:1653.40 total_reward_ma:1814.42 loss:-4.408 fps:125.6 +frame:1.81e+06 wall_t:14406 t:113125 epi:nan +opt_step:339189 lr:0.0003 alpha:0.007343 +2026-02-13 14:56:55 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_solaris_t0_s0 [train] +total_reward:1653.40 total_reward_ma:1810.48 loss:-5.339 fps:125.6 +frame:1.82e+06 wall_t:14487 t:113750 epi:nan +opt_step:341064 lr:0.0003 alpha:0.007818 +2026-02-13 14:58:15 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_solaris_t0_s0 [train] +total_reward:1628.00 total_reward_ma:1806.29 loss:-5.046 fps:125.6 +frame:1.83e+06 wall_t:14567 t:114375 epi:nan +opt_step:342939 lr:0.0003 alpha:0.008518 +2026-02-13 14:59:36 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_solaris_t0_s0 [train] +total_reward:1628.60 total_reward_ma:1803.00 loss:-4.956 fps:125.6 +frame:1.84e+06 wall_t:14649 t:115000 epi:nan +opt_step:344814 lr:0.0003 alpha:0.008563 +2026-02-13 15:00:58 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_solaris_t0_s0 [train] +total_reward:1619.60 total_reward_ma:1799.51 loss:-5.075 fps:125.6 +frame:1.85e+06 wall_t:14730 t:115625 epi:nan +opt_step:346689 lr:0.0003 alpha:0.008702 +2026-02-13 15:02:17 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_solaris_t0_s0 [train] +total_reward:1619.60 total_reward_ma:1796.21 loss:-4.492 fps:125.6 +frame:1.86e+06 wall_t:14809 t:116250 epi:nan +opt_step:348564 lr:0.0003 alpha:0.008526 +2026-02-13 15:03:34 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_solaris_t0_s0 [train] +total_reward:1624.20 total_reward_ma:1793.14 loss:-4.883 fps:125.6 +frame:1.87e+06 wall_t:14887 t:116875 epi:nan +opt_step:350439 lr:0.0003 alpha:0.008962 +2026-02-13 15:04:52 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_solaris_t0_s0 [train] +total_reward:1624.20 total_reward_ma:1790.12 loss:-5.462 fps:125.6 +frame:1.88e+06 wall_t:14964 t:117500 epi:nan +opt_step:352314 lr:0.0003 alpha:0.009489 +2026-02-13 15:06:10 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_solaris_t0_s0 [train] +total_reward:1623.80 total_reward_ma:1787.20 loss:-4.977 fps:125.6 +frame:1.89e+06 wall_t:15042 t:118125 epi:nan +opt_step:354189 lr:0.0003 alpha:0.009918 +2026-02-13 15:07:28 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_solaris_t0_s0 [train] +total_reward:1611.20 total_reward_ma:1784.31 loss:-5.155 fps:125.7 +frame:1.90e+06 wall_t:15120 t:118750 epi:nan +opt_step:356064 lr:0.0003 alpha:0.009488 +2026-02-13 15:08:45 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_solaris_t0_s0 [train] +total_reward:1606.00 total_reward_ma:1781.31 loss:-5.31 fps:125.7 +frame:1.91e+06 wall_t:15197 t:119375 epi:nan +opt_step:357939 lr:0.0003 alpha:0.01008 +2026-02-13 15:10:02 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_solaris_t0_s0 [train] +total_reward:1627.80 total_reward_ma:1778.49 loss:-5.812 fps:125.7 +frame:1.92e+06 wall_t:15274 t:120000 epi:nan +opt_step:359814 lr:0.0003 alpha:0.0106 +2026-02-13 15:11:19 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_solaris_t0_s0 [train] +total_reward:1619.80 total_reward_ma:1775.33 loss:-5.428 fps:125.7 +frame:1.93e+06 wall_t:15351 t:120625 epi:nan +opt_step:361689 lr:0.0003 alpha:0.01101 +2026-02-13 15:12:35 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_solaris_t0_s0 [train] +total_reward:1631.20 total_reward_ma:1772.26 loss:-5.694 fps:125.7 +frame:1.94e+06 wall_t:15428 t:121250 epi:nan +opt_step:363564 lr:0.0003 alpha:0.01002 +2026-02-13 15:13:52 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_solaris_t0_s0 [train] +total_reward:1631.20 total_reward_ma:1769.20 loss:-5.665 fps:125.8 +frame:1.95e+06 wall_t:15504 t:121875 epi:nan +opt_step:365439 lr:0.0003 alpha:0.01001 +2026-02-13 15:15:09 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_solaris_t0_s0 [train] +total_reward:1609.40 total_reward_ma:1766.03 loss:-5.507 fps:125.8 +frame:1.96e+06 wall_t:15582 t:122500 epi:nan +opt_step:367314 lr:0.0003 alpha:0.01106 +2026-02-13 15:16:26 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_solaris_t0_s0 [train] +total_reward:1575.20 total_reward_ma:1762.46 loss:-5.382 fps:125.8 +frame:1.97e+06 wall_t:15659 t:123125 epi:nan +opt_step:369189 lr:0.0003 alpha:0.01135 +2026-02-13 15:17:44 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_solaris_t0_s0 [train] +total_reward:1575.20 total_reward_ma:1758.69 loss:-5.706 fps:125.8 +frame:1.98e+06 wall_t:15736 t:123750 epi:nan +opt_step:371064 lr:0.0003 alpha:0.01114 +2026-02-13 15:19:00 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_solaris_t0_s0 [train] +total_reward:1585.20 total_reward_ma:1754.90 loss:-5.375 fps:125.8 +frame:1.99e+06 wall_t:15813 t:124375 epi:nan +opt_step:372939 lr:0.0003 alpha:0.01116 +2026-02-13 15:20:00 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_solaris_t0_s0 [train] +total_reward:1566.60 total_reward_ma:1750.90 loss:-5.486 fps:126 +frame:2.00e+06 wall_t:15872 t:125000 epi:nan +opt_step:374814 lr:0.0003 alpha:0.01159 +2026-02-13 15:20:01 | INFO | PID:1432 | slm_lab.lib.logger:info | Session 0 done diff --git a/data/sac_atari_solaris_2026_02_13_105520/log/sac_atari_solaris_t0_s1.log b/data/sac_atari_solaris_2026_02_13_105520/log/sac_atari_solaris_t0_s1.log new file mode 100644 index 0000000000000000000000000000000000000000..a495c0bc6dae3ecbfba90e3119e4be1c48d8bdbb --- /dev/null +++ b/data/sac_atari_solaris_2026_02_13_105520/log/sac_atari_solaris_t0_s1.log @@ -0,0 +1,802 @@ +2026-02-13 10:55:25 | INFO | PID:1433 | slm_lab.env:_make_vector_env | AtariVectorEnv: 16 envs, native preprocessing +2026-02-13 10:57:20 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_solaris_t0_s1 [train] +total_reward:nan total_reward_ma:nan loss:-17.89 fps:89.29 +frame:1.00e+04 wall_t:112 t:625 epi:nan +opt_step:1689 lr:0.0003 alpha:0.632 +2026-02-13 10:58:37 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_solaris_t0_s1 [train] +total_reward:nan total_reward_ma:nan loss:-27.31 fps:105.8 +frame:2.00e+04 wall_t:189 t:1250 epi:nan +opt_step:3564 lr:0.0003 alpha:0.4043 +2026-02-13 10:59:55 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_solaris_t0_s1 [train] +total_reward:1440.00 total_reward_ma:1440.00 loss:-33.01 fps:112.4 +frame:3.00e+04 wall_t:267 t:1875 epi:nan +opt_step:5439 lr:0.0003 alpha:0.2647 +2026-02-13 11:01:13 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_solaris_t0_s1 [train] +total_reward:1002.86 total_reward_ma:1221.43 loss:-34.43 fps:115.9 +frame:4.00e+04 wall_t:345 t:2500 epi:nan +opt_step:7314 lr:0.0003 alpha:0.1748 +2026-02-13 11:02:31 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_solaris_t0_s1 [train] +total_reward:802.35 total_reward_ma:1081.74 loss:-35.15 fps:118.2 +frame:5.00e+04 wall_t:423 t:3125 epi:nan +opt_step:9189 lr:0.0003 alpha:0.1159 +2026-02-13 11:03:48 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_solaris_t0_s1 [train] +total_reward:722.11 total_reward_ma:991.83 loss:-33.89 fps:119.8 +frame:6.00e+04 wall_t:501 t:3750 epi:nan +opt_step:11064 lr:0.0003 alpha:0.07707 +2026-02-13 11:05:06 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_solaris_t0_s1 [train] +total_reward:80.00 total_reward_ma:809.46 loss:-32.76 fps:121.1 +frame:7.00e+04 wall_t:578 t:4375 epi:nan +opt_step:12939 lr:0.0003 alpha:0.05139 +2026-02-13 11:06:23 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_solaris_t0_s1 [train] +total_reward:1186.67 total_reward_ma:872.33 loss:-30.59 fps:122 +frame:8.00e+04 wall_t:656 t:5000 epi:nan +opt_step:14814 lr:0.0003 alpha:0.03434 +2026-02-13 11:07:40 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_solaris_t0_s1 [train] +total_reward:1615.00 total_reward_ma:978.43 loss:-28.86 fps:122.8 +frame:9.00e+04 wall_t:733 t:5625 epi:nan +opt_step:16689 lr:0.0003 alpha:0.02302 +2026-02-13 11:08:58 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_solaris_t0_s1 [train] +total_reward:1896.00 total_reward_ma:1093.12 loss:-26.4 fps:123.3 +frame:1.00e+05 wall_t:811 t:6250 epi:nan +opt_step:18564 lr:0.0003 alpha:0.01548 +2026-02-13 11:10:16 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_solaris_t0_s1 [train] +total_reward:1800.00 total_reward_ma:1171.66 loss:-24.5 fps:123.7 +frame:1.10e+05 wall_t:889 t:6875 epi:nan +opt_step:20439 lr:0.0003 alpha:0.01048 +2026-02-13 11:11:34 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_solaris_t0_s1 [train] +total_reward:1672.73 total_reward_ma:1221.77 loss:-22.45 fps:124.2 +frame:1.20e+05 wall_t:966 t:7500 epi:nan +opt_step:22314 lr:0.0003 alpha:0.007157 +2026-02-13 11:12:52 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_solaris_t0_s1 [train] +total_reward:1529.23 total_reward_ma:1249.72 loss:-20.93 fps:124.4 +frame:1.30e+05 wall_t:1045 t:8125 epi:nan +opt_step:24189 lr:0.0003 alpha:0.006738 +2026-02-13 11:14:10 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_solaris_t0_s1 [train] +total_reward:1470.00 total_reward_ma:1268.08 loss:-18.98 fps:124.8 +frame:1.40e+05 wall_t:1122 t:8750 epi:nan +opt_step:26064 lr:0.0003 alpha:0.006738 +2026-02-13 11:15:27 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_solaris_t0_s1 [train] +total_reward:1532.94 total_reward_ma:1288.45 loss:-17.69 fps:125 +frame:1.50e+05 wall_t:1200 t:9375 epi:nan +opt_step:27939 lr:0.0003 alpha:0.006738 +2026-02-13 11:16:45 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_solaris_t0_s1 [train] +total_reward:1532.94 total_reward_ma:1305.92 loss:-16.14 fps:125.3 +frame:1.60e+05 wall_t:1277 t:10000 epi:nan +opt_step:29814 lr:0.0003 alpha:0.006738 +2026-02-13 11:18:03 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_solaris_t0_s1 [train] +total_reward:1616.67 total_reward_ma:1326.63 loss:-14.8 fps:125.5 +frame:1.70e+05 wall_t:1355 t:10625 epi:nan +opt_step:31689 lr:0.0003 alpha:0.006738 +2026-02-13 11:19:20 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_solaris_t0_s1 [train] +total_reward:1616.67 total_reward_ma:1344.76 loss:-13.71 fps:125.6 +frame:1.80e+05 wall_t:1433 t:11250 epi:nan +opt_step:33564 lr:0.0003 alpha:0.006738 +2026-02-13 11:20:38 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_solaris_t0_s1 [train] +total_reward:1606.32 total_reward_ma:1360.15 loss:-12.81 fps:125.8 +frame:1.90e+05 wall_t:1510 t:11875 epi:nan +opt_step:35439 lr:0.0003 alpha:0.006738 +2026-02-13 11:21:55 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_solaris_t0_s1 [train] +total_reward:1681.90 total_reward_ma:1378.02 loss:-11.73 fps:126 +frame:2.00e+05 wall_t:1587 t:12500 epi:nan +opt_step:37314 lr:0.0003 alpha:0.006738 +2026-02-13 11:23:12 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_solaris_t0_s1 [train] +total_reward:1681.90 total_reward_ma:1394.01 loss:-10.97 fps:126.2 +frame:2.10e+05 wall_t:1664 t:13125 epi:nan +opt_step:39189 lr:0.0003 alpha:0.006738 +2026-02-13 11:24:29 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_solaris_t0_s1 [train] +total_reward:1734.78 total_reward_ma:1411.05 loss:-10.06 fps:126.4 +frame:2.20e+05 wall_t:1741 t:13750 epi:nan +opt_step:41064 lr:0.0003 alpha:0.006738 +2026-02-13 11:25:46 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_solaris_t0_s1 [train] +total_reward:1896.00 total_reward_ma:1434.15 loss:-9.375 fps:126.4 +frame:2.30e+05 wall_t:1819 t:14375 epi:nan +opt_step:42939 lr:0.0003 alpha:0.006738 +2026-02-13 11:27:04 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_solaris_t0_s1 [train] +total_reward:2186.88 total_reward_ma:1468.36 loss:-8.741 fps:126.6 +frame:2.40e+05 wall_t:1896 t:15000 epi:nan +opt_step:44814 lr:0.0003 alpha:0.006738 +2026-02-13 11:28:21 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_solaris_t0_s1 [train] +total_reward:2228.48 total_reward_ma:1501.41 loss:-8.094 fps:126.7 +frame:2.50e+05 wall_t:1973 t:15625 epi:nan +opt_step:46689 lr:0.0003 alpha:0.006738 +2026-02-13 11:29:38 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_solaris_t0_s1 [train] +total_reward:2228.48 total_reward_ma:1531.70 loss:-7.559 fps:126.8 +frame:2.60e+05 wall_t:2050 t:16250 epi:nan +opt_step:48564 lr:0.0003 alpha:0.006738 +2026-02-13 11:30:55 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_solaris_t0_s1 [train] +total_reward:2228.48 total_reward_ma:1559.58 loss:-7.112 fps:126.9 +frame:2.70e+05 wall_t:2127 t:16875 epi:nan +opt_step:50439 lr:0.0003 alpha:0.006738 +2026-02-13 11:32:12 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_solaris_t0_s1 [train] +total_reward:2228.48 total_reward_ma:1585.30 loss:-6.643 fps:127 +frame:2.80e+05 wall_t:2205 t:17500 epi:nan +opt_step:52314 lr:0.0003 alpha:0.006738 +2026-02-13 11:33:30 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_solaris_t0_s1 [train] +total_reward:2253.71 total_reward_ma:1610.06 loss:-6.224 fps:127.1 +frame:2.90e+05 wall_t:2282 t:18125 epi:nan +opt_step:54189 lr:0.0003 alpha:0.006738 +2026-02-13 11:34:48 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_solaris_t0_s1 [train] +total_reward:2253.71 total_reward_ma:1633.05 loss:-5.876 fps:127.1 +frame:3.00e+05 wall_t:2360 t:18750 epi:nan +opt_step:56064 lr:0.0003 alpha:0.006738 +2026-02-13 11:36:05 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_solaris_t0_s1 [train] +total_reward:2266.32 total_reward_ma:1654.88 loss:-5.54 fps:127.2 +frame:3.10e+05 wall_t:2438 t:19375 epi:nan +opt_step:57939 lr:0.0003 alpha:0.006738 +2026-02-13 11:37:23 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_solaris_t0_s1 [train] +total_reward:2276.00 total_reward_ma:1675.59 loss:-5.206 fps:127.2 +frame:3.20e+05 wall_t:2515 t:20000 epi:nan +opt_step:59814 lr:0.0003 alpha:0.006738 +2026-02-13 11:38:40 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_solaris_t0_s1 [train] +total_reward:2276.00 total_reward_ma:1694.96 loss:-4.881 fps:127.3 +frame:3.30e+05 wall_t:2592 t:20625 epi:nan +opt_step:61689 lr:0.0003 alpha:0.006738 +2026-02-13 11:39:57 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_solaris_t0_s1 [train] +total_reward:2298.64 total_reward_ma:1713.82 loss:-4.657 fps:127.3 +frame:3.40e+05 wall_t:2670 t:21250 epi:nan +opt_step:63564 lr:0.0003 alpha:0.006738 +2026-02-13 11:41:15 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_solaris_t0_s1 [train] +total_reward:2290.87 total_reward_ma:1731.31 loss:-4.433 fps:127.4 +frame:3.50e+05 wall_t:2747 t:21875 epi:nan +opt_step:65439 lr:0.0003 alpha:0.006738 +2026-02-13 11:42:32 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_solaris_t0_s1 [train] +total_reward:2290.87 total_reward_ma:1747.76 loss:-4.207 fps:127.5 +frame:3.60e+05 wall_t:2824 t:22500 epi:nan +opt_step:67314 lr:0.0003 alpha:0.006738 +2026-02-13 11:43:49 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_solaris_t0_s1 [train] +total_reward:2230.20 total_reward_ma:1761.55 loss:-4.036 fps:127.5 +frame:3.70e+05 wall_t:2901 t:23125 epi:nan +opt_step:69189 lr:0.0003 alpha:0.006738 +2026-02-13 11:45:05 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_solaris_t0_s1 [train] +total_reward:2211.20 total_reward_ma:1774.04 loss:-3.852 fps:127.6 +frame:3.80e+05 wall_t:2978 t:23750 epi:nan +opt_step:71064 lr:0.0003 alpha:0.006738 +2026-02-13 11:46:23 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_solaris_t0_s1 [train] +total_reward:2211.20 total_reward_ma:1785.85 loss:-3.711 fps:127.7 +frame:3.90e+05 wall_t:3055 t:24375 epi:nan +opt_step:72939 lr:0.0003 alpha:0.006738 +2026-02-13 11:47:40 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_solaris_t0_s1 [train] +total_reward:2211.20 total_reward_ma:1797.05 loss:-3.593 fps:127.7 +frame:4.00e+05 wall_t:3132 t:25000 epi:nan +opt_step:74814 lr:0.0003 alpha:0.006738 +2026-02-13 11:48:58 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_solaris_t0_s1 [train] +total_reward:2183.53 total_reward_ma:1806.96 loss:-3.414 fps:127.7 +frame:4.10e+05 wall_t:3210 t:25625 epi:nan +opt_step:76689 lr:0.0003 alpha:0.006738 +2026-02-13 11:50:16 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_solaris_t0_s1 [train] +total_reward:2366.54 total_reward_ma:1820.95 loss:-3.342 fps:127.7 +frame:4.20e+05 wall_t:3288 t:26250 epi:nan +opt_step:78564 lr:0.0003 alpha:0.006738 +2026-02-13 11:51:34 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_solaris_t0_s1 [train] +total_reward:2369.09 total_reward_ma:1834.32 loss:-3.209 fps:127.7 +frame:4.30e+05 wall_t:3366 t:26875 epi:nan +opt_step:80439 lr:0.0003 alpha:0.006738 +2026-02-13 11:52:51 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_solaris_t0_s1 [train] +total_reward:2358.93 total_reward_ma:1846.81 loss:-3.074 fps:127.8 +frame:4.40e+05 wall_t:3443 t:27500 epi:nan +opt_step:82314 lr:0.0003 alpha:0.006738 +2026-02-13 11:54:08 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_solaris_t0_s1 [train] +total_reward:2344.83 total_reward_ma:1858.39 loss:-2.979 fps:127.8 +frame:4.50e+05 wall_t:3520 t:28125 epi:nan +opt_step:84189 lr:0.0003 alpha:0.006738 +2026-02-13 11:55:24 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_solaris_t0_s1 [train] +total_reward:2527.21 total_reward_ma:1873.59 loss:-2.971 fps:127.9 +frame:4.60e+05 wall_t:3597 t:28750 epi:nan +opt_step:86064 lr:0.0003 alpha:0.006738 +2026-02-13 11:56:42 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_solaris_t0_s1 [train] +total_reward:2486.45 total_reward_ma:1887.21 loss:-2.85 fps:127.9 +frame:4.70e+05 wall_t:3674 t:29375 epi:nan +opt_step:87939 lr:0.0003 alpha:0.006738 +2026-02-13 11:58:00 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_solaris_t0_s1 [train] +total_reward:2486.45 total_reward_ma:1900.24 loss:-2.832 fps:127.9 +frame:4.80e+05 wall_t:3752 t:30000 epi:nan +opt_step:89814 lr:0.0003 alpha:0.006738 +2026-02-13 11:59:18 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_solaris_t0_s1 [train] +total_reward:2487.38 total_reward_ma:1912.73 loss:-2.753 fps:127.9 +frame:4.90e+05 wall_t:3830 t:30625 epi:nan +opt_step:91689 lr:0.0003 alpha:0.006738 +2026-02-13 12:00:36 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_solaris_t0_s1 [train] +total_reward:2505.45 total_reward_ma:1925.08 loss:-2.711 fps:127.9 +frame:5.00e+05 wall_t:3908 t:31250 epi:nan +opt_step:93564 lr:0.0003 alpha:0.006738 +2026-02-13 12:01:55 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_solaris_t0_s1 [train] +total_reward:2497.61 total_reward_ma:1936.76 loss:-2.648 fps:127.9 +frame:5.10e+05 wall_t:3987 t:31875 epi:nan +opt_step:95439 lr:0.0003 alpha:0.006738 +2026-02-13 12:03:12 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_solaris_t0_s1 [train] +total_reward:2584.93 total_reward_ma:1949.72 loss:-2.601 fps:127.9 +frame:5.20e+05 wall_t:4065 t:32500 epi:nan +opt_step:97314 lr:0.0003 alpha:0.006738 +2026-02-13 12:04:31 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_solaris_t0_s1 [train] +total_reward:2566.76 total_reward_ma:1961.82 loss:-2.526 fps:127.9 +frame:5.30e+05 wall_t:4144 t:33125 epi:nan +opt_step:99189 lr:0.0003 alpha:0.006738 +2026-02-13 12:05:50 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_solaris_t0_s1 [train] +total_reward:2566.76 total_reward_ma:1973.46 loss:-2.562 fps:127.9 +frame:5.40e+05 wall_t:4222 t:33750 epi:nan +opt_step:101064 lr:0.0003 alpha:0.006738 +2026-02-13 12:07:08 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_solaris_t0_s1 [train] +total_reward:2588.49 total_reward_ma:1985.06 loss:-2.501 fps:127.9 +frame:5.50e+05 wall_t:4301 t:34375 epi:nan +opt_step:102939 lr:0.0003 alpha:0.006738 +2026-02-13 12:08:26 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_solaris_t0_s1 [train] +total_reward:2597.63 total_reward_ma:1996.40 loss:-2.464 fps:127.9 +frame:5.60e+05 wall_t:4378 t:35000 epi:nan +opt_step:104814 lr:0.0003 alpha:0.006738 +2026-02-13 12:09:45 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_solaris_t0_s1 [train] +total_reward:2576.10 total_reward_ma:2006.94 loss:-2.485 fps:127.9 +frame:5.70e+05 wall_t:4457 t:35625 epi:nan +opt_step:106689 lr:0.0003 alpha:0.006738 +2026-02-13 12:11:02 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_solaris_t0_s1 [train] +total_reward:2543.08 total_reward_ma:2016.52 loss:-2.409 fps:127.9 +frame:5.80e+05 wall_t:4534 t:36250 epi:nan +opt_step:108564 lr:0.0003 alpha:0.006738 +2026-02-13 12:12:19 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_solaris_t0_s1 [train] +total_reward:2540.25 total_reward_ma:2025.71 loss:-2.341 fps:127.9 +frame:5.90e+05 wall_t:4612 t:36875 epi:nan +opt_step:110439 lr:0.0003 alpha:0.006738 +2026-02-13 12:13:37 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_solaris_t0_s1 [train] +total_reward:2540.25 total_reward_ma:2034.58 loss:-2.46 fps:128 +frame:6.00e+05 wall_t:4689 t:37500 epi:nan +opt_step:112314 lr:0.0003 alpha:0.006738 +2026-02-13 12:14:54 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_solaris_t0_s1 [train] +total_reward:2553.09 total_reward_ma:2043.37 loss:-2.367 fps:128 +frame:6.10e+05 wall_t:4766 t:38125 epi:nan +opt_step:114189 lr:0.0003 alpha:0.006738 +2026-02-13 12:16:12 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_solaris_t0_s1 [train] +total_reward:2538.33 total_reward_ma:2051.62 loss:-2.441 fps:128 +frame:6.20e+05 wall_t:4844 t:38750 epi:nan +opt_step:116064 lr:0.0003 alpha:0.006738 +2026-02-13 12:17:29 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_solaris_t0_s1 [train] +total_reward:2516.28 total_reward_ma:2059.23 loss:-2.373 fps:128 +frame:6.30e+05 wall_t:4921 t:39375 epi:nan +opt_step:117939 lr:0.0003 alpha:0.006738 +2026-02-13 12:18:46 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_solaris_t0_s1 [train] +total_reward:2508.51 total_reward_ma:2066.48 loss:-2.45 fps:128 +frame:6.40e+05 wall_t:4999 t:40000 epi:nan +opt_step:119814 lr:0.0003 alpha:0.006738 +2026-02-13 12:20:05 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_solaris_t0_s1 [train] +total_reward:2493.93 total_reward_ma:2073.26 loss:-2.338 fps:128 +frame:6.50e+05 wall_t:5078 t:40625 epi:nan +opt_step:121689 lr:0.0003 alpha:0.006738 +2026-02-13 12:21:24 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_solaris_t0_s1 [train] +total_reward:2493.93 total_reward_ma:2079.84 loss:-2.336 fps:128 +frame:6.60e+05 wall_t:5157 t:41250 epi:nan +opt_step:123564 lr:0.0003 alpha:0.006738 +2026-02-13 12:22:44 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_solaris_t0_s1 [train] +total_reward:2489.78 total_reward_ma:2086.14 loss:-2.365 fps:128 +frame:6.70e+05 wall_t:5236 t:41875 epi:nan +opt_step:125439 lr:0.0003 alpha:0.006738 +2026-02-13 12:24:02 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_solaris_t0_s1 [train] +total_reward:2494.07 total_reward_ma:2092.32 loss:-2.411 fps:127.9 +frame:6.80e+05 wall_t:5315 t:42500 epi:nan +opt_step:127314 lr:0.0003 alpha:0.006738 +2026-02-13 12:25:19 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_solaris_t0_s1 [train] +total_reward:2458.74 total_reward_ma:2097.79 loss:-2.301 fps:128 +frame:6.90e+05 wall_t:5392 t:43125 epi:nan +opt_step:129189 lr:0.0003 alpha:0.006738 +2026-02-13 12:26:36 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_solaris_t0_s1 [train] +total_reward:2458.74 total_reward_ma:2103.10 loss:-2.287 fps:128 +frame:7.00e+05 wall_t:5468 t:43750 epi:nan +opt_step:131064 lr:0.0003 alpha:0.006738 +2026-02-13 12:27:53 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_solaris_t0_s1 [train] +total_reward:2437.76 total_reward_ma:2107.95 loss:-2.373 fps:128 +frame:7.10e+05 wall_t:5545 t:44375 epi:nan +opt_step:132939 lr:0.0003 alpha:0.006738 +2026-02-13 12:29:10 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_solaris_t0_s1 [train] +total_reward:2430.20 total_reward_ma:2112.56 loss:-2.362 fps:128.1 +frame:7.20e+05 wall_t:5622 t:45000 epi:nan +opt_step:134814 lr:0.0003 alpha:0.006738 +2026-02-13 12:30:26 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_solaris_t0_s1 [train] +total_reward:2459.20 total_reward_ma:2117.44 loss:-2.272 fps:128.1 +frame:7.30e+05 wall_t:5699 t:45625 epi:nan +opt_step:136689 lr:0.0003 alpha:0.006738 +2026-02-13 12:31:43 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_solaris_t0_s1 [train] +total_reward:2459.20 total_reward_ma:2122.18 loss:-2.343 fps:128.1 +frame:7.40e+05 wall_t:5775 t:46250 epi:nan +opt_step:138564 lr:0.0003 alpha:0.006738 +2026-02-13 12:33:01 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_solaris_t0_s1 [train] +total_reward:2429.00 total_reward_ma:2126.39 loss:-2.381 fps:128.1 +frame:7.50e+05 wall_t:5853 t:46875 epi:nan +opt_step:140439 lr:0.0003 alpha:0.006738 +2026-02-13 12:34:17 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_solaris_t0_s1 [train] +total_reward:2429.00 total_reward_ma:2130.48 loss:-2.217 fps:128.2 +frame:7.60e+05 wall_t:5930 t:47500 epi:nan +opt_step:142314 lr:0.0003 alpha:0.006738 +2026-02-13 12:35:34 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_solaris_t0_s1 [train] +total_reward:2448.00 total_reward_ma:2134.71 loss:-2.292 fps:128.2 +frame:7.70e+05 wall_t:6007 t:48125 epi:nan +opt_step:144189 lr:0.0003 alpha:0.006738 +2026-02-13 12:36:52 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_solaris_t0_s1 [train] +total_reward:2470.20 total_reward_ma:2139.12 loss:-2.311 fps:128.2 +frame:7.80e+05 wall_t:6084 t:48750 epi:nan +opt_step:146064 lr:0.0003 alpha:0.006738 +2026-02-13 12:38:09 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_solaris_t0_s1 [train] +total_reward:2484.40 total_reward_ma:2143.61 loss:-2.222 fps:128.2 +frame:7.90e+05 wall_t:6161 t:49375 epi:nan +opt_step:147939 lr:0.0003 alpha:0.006738 +2026-02-13 12:39:25 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_solaris_t0_s1 [train] +total_reward:2479.80 total_reward_ma:2147.92 loss:-2.299 fps:128.2 +frame:8.00e+05 wall_t:6238 t:50000 epi:nan +opt_step:149814 lr:0.0003 alpha:0.006738 +2026-02-13 12:40:42 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_solaris_t0_s1 [train] +total_reward:2514.20 total_reward_ma:2152.56 loss:-2.329 fps:128.3 +frame:8.10e+05 wall_t:6314 t:50625 epi:nan +opt_step:151689 lr:0.0003 alpha:0.006738 +2026-02-13 12:41:59 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_solaris_t0_s1 [train] +total_reward:2538.20 total_reward_ma:2157.38 loss:-2.353 fps:128.3 +frame:8.20e+05 wall_t:6391 t:51250 epi:nan +opt_step:153564 lr:0.0003 alpha:0.006738 +2026-02-13 12:43:16 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_solaris_t0_s1 [train] +total_reward:2543.60 total_reward_ma:2162.14 loss:-2.264 fps:128.3 +frame:8.30e+05 wall_t:6469 t:51875 epi:nan +opt_step:155439 lr:0.0003 alpha:0.006738 +2026-02-13 12:44:36 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_solaris_t0_s1 [train] +total_reward:2520.40 total_reward_ma:2166.51 loss:-2.305 fps:128.3 +frame:8.40e+05 wall_t:6548 t:52500 epi:nan +opt_step:157314 lr:0.0003 alpha:0.006738 +2026-02-13 12:45:57 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_solaris_t0_s1 [train] +total_reward:2499.60 total_reward_ma:2170.53 loss:-2.245 fps:128.2 +frame:8.50e+05 wall_t:6629 t:53125 epi:nan +opt_step:159189 lr:0.0003 alpha:0.006738 +2026-02-13 12:47:17 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_solaris_t0_s1 [train] +total_reward:2485.60 total_reward_ma:2174.28 loss:-2.224 fps:128.2 +frame:8.60e+05 wall_t:6710 t:53750 epi:nan +opt_step:161064 lr:0.0003 alpha:0.006738 +2026-02-13 12:48:38 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_solaris_t0_s1 [train] +total_reward:2509.80 total_reward_ma:2178.22 loss:-2.293 fps:128.1 +frame:8.70e+05 wall_t:6790 t:54375 epi:nan +opt_step:162939 lr:0.0003 alpha:0.006738 +2026-02-13 12:49:58 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_solaris_t0_s1 [train] +total_reward:2509.80 total_reward_ma:2182.08 loss:-2.177 fps:128.1 +frame:8.80e+05 wall_t:6870 t:55000 epi:nan +opt_step:164814 lr:0.0003 alpha:0.006738 +2026-02-13 12:51:18 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_solaris_t0_s1 [train] +total_reward:2509.80 total_reward_ma:2185.85 loss:-2.286 fps:128 +frame:8.90e+05 wall_t:6951 t:55625 epi:nan +opt_step:166689 lr:0.0003 alpha:0.006738 +2026-02-13 12:52:39 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_solaris_t0_s1 [train] +total_reward:2474.60 total_reward_ma:2189.13 loss:-2.363 fps:128 +frame:9.00e+05 wall_t:7031 t:56250 epi:nan +opt_step:168564 lr:0.0003 alpha:0.006738 +2026-02-13 12:54:00 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_solaris_t0_s1 [train] +total_reward:2474.60 total_reward_ma:2192.34 loss:-2.244 fps:128 +frame:9.10e+05 wall_t:7112 t:56875 epi:nan +opt_step:170439 lr:0.0003 alpha:0.006738 +2026-02-13 12:55:21 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_solaris_t0_s1 [train] +total_reward:2488.60 total_reward_ma:2195.63 loss:-2.26 fps:127.9 +frame:9.20e+05 wall_t:7193 t:57500 epi:nan +opt_step:172314 lr:0.0003 alpha:0.006738 +2026-02-13 12:56:41 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_solaris_t0_s1 [train] +total_reward:2484.20 total_reward_ma:2198.80 loss:-2.236 fps:127.9 +frame:9.30e+05 wall_t:7273 t:58125 epi:nan +opt_step:174189 lr:0.0003 alpha:0.006738 +2026-02-13 12:58:01 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_solaris_t0_s1 [train] +total_reward:2390.80 total_reward_ma:2200.89 loss:-2.285 fps:127.8 +frame:9.40e+05 wall_t:7354 t:58750 epi:nan +opt_step:176064 lr:0.0003 alpha:0.006738 +2026-02-13 12:59:21 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_solaris_t0_s1 [train] +total_reward:2353.20 total_reward_ma:2202.52 loss:-2.234 fps:127.8 +frame:9.50e+05 wall_t:7433 t:59375 epi:nan +opt_step:177939 lr:0.0003 alpha:0.006738 +2026-02-13 13:00:42 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_solaris_t0_s1 [train] +total_reward:2353.80 total_reward_ma:2204.13 loss:-2.251 fps:127.8 +frame:9.60e+05 wall_t:7514 t:60000 epi:nan +opt_step:179814 lr:0.0003 alpha:0.006738 +2026-02-13 13:02:02 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_solaris_t0_s1 [train] +total_reward:2348.40 total_reward_ma:2205.65 loss:-2.291 fps:127.7 +frame:9.70e+05 wall_t:7594 t:60625 epi:nan +opt_step:181689 lr:0.0003 alpha:0.006738 +2026-02-13 13:03:22 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_solaris_t0_s1 [train] +total_reward:2348.40 total_reward_ma:2207.14 loss:-2.179 fps:127.7 +frame:9.80e+05 wall_t:7675 t:61250 epi:nan +opt_step:183564 lr:0.0003 alpha:0.006738 +2026-02-13 13:04:43 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_solaris_t0_s1 [train] +total_reward:2313.00 total_reward_ma:2208.23 loss:-2.244 fps:127.7 +frame:9.90e+05 wall_t:7755 t:61875 epi:nan +opt_step:185439 lr:0.0003 alpha:0.006738 +2026-02-13 13:06:04 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_solaris_t0_s1 [train] +total_reward:2312.60 total_reward_ma:2209.29 loss:-2.467 fps:127.6 +frame:1.00e+06 wall_t:7836 t:62500 epi:nan +opt_step:187314 lr:0.0003 alpha:0.006738 +2026-02-13 13:07:24 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_solaris_t0_s1 [train] +total_reward:2289.80 total_reward_ma:2210.11 loss:-2.275 fps:127.6 +frame:1.01e+06 wall_t:7916 t:63125 epi:nan +opt_step:189189 lr:0.0003 alpha:0.006738 +2026-02-13 13:08:44 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_solaris_t0_s1 [train] +total_reward:2278.20 total_reward_ma:2210.79 loss:-2.39 fps:127.6 +frame:1.02e+06 wall_t:7996 t:63750 epi:nan +opt_step:191064 lr:0.0003 alpha:0.006738 +2026-02-13 13:10:04 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_solaris_t0_s1 [train] +total_reward:2272.40 total_reward_ma:2219.11 loss:-2.325 fps:127.5 +frame:1.03e+06 wall_t:8076 t:64375 epi:nan +opt_step:192939 lr:0.0003 alpha:0.006738 +2026-02-13 13:11:25 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_solaris_t0_s1 [train] +total_reward:2274.20 total_reward_ma:2231.83 loss:-2.509 fps:127.5 +frame:1.04e+06 wall_t:8157 t:65000 epi:nan +opt_step:194814 lr:0.0003 alpha:0.006738 +2026-02-13 13:12:45 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_solaris_t0_s1 [train] +total_reward:2269.80 total_reward_ma:2246.50 loss:-2.552 fps:127.5 +frame:1.05e+06 wall_t:8238 t:65625 epi:nan +opt_step:196689 lr:0.0003 alpha:0.006738 +2026-02-13 13:14:05 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_solaris_t0_s1 [train] +total_reward:2286.00 total_reward_ma:2262.14 loss:-2.481 fps:127.4 +frame:1.06e+06 wall_t:8318 t:66250 epi:nan +opt_step:198564 lr:0.0003 alpha:0.006738 +2026-02-13 13:15:26 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_solaris_t0_s1 [train] +total_reward:2288.20 total_reward_ma:2284.22 loss:-2.345 fps:127.4 +frame:1.07e+06 wall_t:8399 t:66875 epi:nan +opt_step:200439 lr:0.0003 alpha:0.006738 +2026-02-13 13:16:46 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_solaris_t0_s1 [train] +total_reward:2296.80 total_reward_ma:2295.32 loss:-2.611 fps:127.4 +frame:1.08e+06 wall_t:8479 t:67500 epi:nan +opt_step:202314 lr:0.0003 alpha:0.006738 +2026-02-13 13:18:07 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_solaris_t0_s1 [train] +total_reward:2160.20 total_reward_ma:2300.78 loss:-2.468 fps:127.4 +frame:1.09e+06 wall_t:8559 t:68125 epi:nan +opt_step:204189 lr:0.0003 alpha:0.006738 +2026-02-13 13:19:27 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_solaris_t0_s1 [train] +total_reward:2157.80 total_reward_ma:2303.39 loss:-2.499 fps:127.3 +frame:1.10e+06 wall_t:8639 t:68750 epi:nan +opt_step:206064 lr:0.0003 alpha:0.006738 +2026-02-13 13:20:47 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_solaris_t0_s1 [train] +total_reward:2157.80 total_reward_ma:2306.97 loss:-2.634 fps:127.3 +frame:1.11e+06 wall_t:8720 t:69375 epi:nan +opt_step:207939 lr:0.0003 alpha:0.006738 +2026-02-13 13:22:07 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_solaris_t0_s1 [train] +total_reward:2157.00 total_reward_ma:2311.81 loss:-2.458 fps:127.3 +frame:1.12e+06 wall_t:8800 t:70000 epi:nan +opt_step:209814 lr:0.0003 alpha:0.006738 +2026-02-13 13:23:28 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_solaris_t0_s1 [train] +total_reward:2116.00 total_reward_ma:2317.68 loss:-2.463 fps:127.3 +frame:1.13e+06 wall_t:8880 t:70625 epi:nan +opt_step:211689 lr:0.0003 alpha:0.006738 +2026-02-13 13:24:48 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_solaris_t0_s1 [train] +total_reward:2116.00 total_reward_ma:2324.14 loss:-2.538 fps:127.2 +frame:1.14e+06 wall_t:8960 t:71250 epi:nan +opt_step:213564 lr:0.0003 alpha:0.006738 +2026-02-13 13:26:09 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_solaris_t0_s1 [train] +total_reward:2035.00 total_reward_ma:2329.16 loss:-2.631 fps:127.2 +frame:1.15e+06 wall_t:9041 t:71875 epi:nan +opt_step:215439 lr:0.0003 alpha:0.006738 +2026-02-13 13:27:29 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_solaris_t0_s1 [train] +total_reward:2023.60 total_reward_ma:2334.07 loss:-2.6 fps:127.2 +frame:1.16e+06 wall_t:9121 t:72500 epi:nan +opt_step:217314 lr:0.0003 alpha:0.006738 +2026-02-13 13:28:49 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_solaris_t0_s1 [train] +total_reward:2046.60 total_reward_ma:2338.37 loss:-2.986 fps:127.1 +frame:1.17e+06 wall_t:9202 t:73125 epi:nan +opt_step:219189 lr:0.0003 alpha:0.006738 +2026-02-13 13:30:09 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_solaris_t0_s1 [train] +total_reward:2038.20 total_reward_ma:2342.58 loss:-2.688 fps:127.1 +frame:1.18e+06 wall_t:9282 t:73750 epi:nan +opt_step:221064 lr:0.0003 alpha:0.006738 +2026-02-13 13:31:30 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_solaris_t0_s1 [train] +total_reward:2012.00 total_reward_ma:2346.64 loss:-2.665 fps:127.1 +frame:1.19e+06 wall_t:9363 t:74375 epi:nan +opt_step:222939 lr:0.0003 alpha:0.006738 +2026-02-13 13:32:51 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_solaris_t0_s1 [train] +total_reward:2012.00 total_reward_ma:2349.94 loss:-2.706 fps:127.1 +frame:1.20e+06 wall_t:9443 t:75000 epi:nan +opt_step:224814 lr:0.0003 alpha:0.006738 +2026-02-13 13:34:12 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_solaris_t0_s1 [train] +total_reward:1962.60 total_reward_ma:2352.75 loss:-2.792 fps:127 +frame:1.21e+06 wall_t:9524 t:75625 epi:nan +opt_step:226689 lr:0.0003 alpha:0.006738 +2026-02-13 13:35:34 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_solaris_t0_s1 [train] +total_reward:1918.80 total_reward_ma:2354.59 loss:-2.968 fps:127 +frame:1.22e+06 wall_t:9606 t:76250 epi:nan +opt_step:228564 lr:0.0003 alpha:0.006738 +2026-02-13 13:36:56 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_solaris_t0_s1 [train] +total_reward:1896.40 total_reward_ma:2354.59 loss:-2.724 fps:127 +frame:1.23e+06 wall_t:9688 t:76875 epi:nan +opt_step:230439 lr:0.0003 alpha:0.006738 +2026-02-13 13:38:17 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_solaris_t0_s1 [train] +total_reward:1889.20 total_reward_ma:2351.62 loss:-2.741 fps:126.9 +frame:1.24e+06 wall_t:9769 t:77500 epi:nan +opt_step:232314 lr:0.0003 alpha:0.006738 +2026-02-13 13:39:40 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_solaris_t0_s1 [train] +total_reward:1881.20 total_reward_ma:2348.14 loss:-2.876 fps:126.9 +frame:1.25e+06 wall_t:9852 t:78125 epi:nan +opt_step:234189 lr:0.0003 alpha:0.006738 +2026-02-13 13:41:01 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_solaris_t0_s1 [train] +total_reward:1883.40 total_reward_ma:2344.69 loss:-3.026 fps:126.8 +frame:1.26e+06 wall_t:9934 t:78750 epi:nan +opt_step:236064 lr:0.0003 alpha:0.006738 +2026-02-13 13:42:23 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_solaris_t0_s1 [train] +total_reward:1883.40 total_reward_ma:2341.24 loss:-3.069 fps:126.8 +frame:1.27e+06 wall_t:10015 t:79375 epi:nan +opt_step:237939 lr:0.0003 alpha:0.006738 +2026-02-13 13:43:44 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_solaris_t0_s1 [train] +total_reward:1911.40 total_reward_ma:2338.07 loss:-2.924 fps:126.8 +frame:1.28e+06 wall_t:10096 t:80000 epi:nan +opt_step:239814 lr:0.0003 alpha:0.006738 +2026-02-13 13:45:05 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_solaris_t0_s1 [train] +total_reward:1889.60 total_reward_ma:2334.43 loss:-3.113 fps:126.8 +frame:1.29e+06 wall_t:10177 t:80625 epi:nan +opt_step:241689 lr:0.0003 alpha:0.006738 +2026-02-13 13:46:25 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_solaris_t0_s1 [train] +total_reward:1886.20 total_reward_ma:2330.75 loss:-3.131 fps:126.7 +frame:1.30e+06 wall_t:10258 t:81250 epi:nan +opt_step:243564 lr:0.0003 alpha:0.006738 +2026-02-13 13:47:46 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_solaris_t0_s1 [train] +total_reward:1879.80 total_reward_ma:2326.89 loss:-3.234 fps:126.7 +frame:1.31e+06 wall_t:10339 t:81875 epi:nan +opt_step:245439 lr:0.0003 alpha:0.006738 +2026-02-13 13:49:07 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_solaris_t0_s1 [train] +total_reward:1885.00 total_reward_ma:2322.98 loss:-3.305 fps:126.7 +frame:1.32e+06 wall_t:10419 t:82500 epi:nan +opt_step:247314 lr:0.0003 alpha:0.006738 +2026-02-13 13:50:27 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_solaris_t0_s1 [train] +total_reward:1886.20 total_reward_ma:2319.08 loss:-3.12 fps:126.7 +frame:1.33e+06 wall_t:10500 t:83125 epi:nan +opt_step:249189 lr:0.0003 alpha:0.006738 +2026-02-13 13:51:47 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_solaris_t0_s1 [train] +total_reward:1894.00 total_reward_ma:2315.03 loss:-3.377 fps:126.7 +frame:1.34e+06 wall_t:10580 t:83750 epi:nan +opt_step:251064 lr:0.0003 alpha:0.006738 +2026-02-13 13:53:07 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_solaris_t0_s1 [train] +total_reward:1899.20 total_reward_ma:2311.12 loss:-3.325 fps:126.7 +frame:1.35e+06 wall_t:10659 t:84375 epi:nan +opt_step:252939 lr:0.0003 alpha:0.006738 +2026-02-13 13:54:28 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_solaris_t0_s1 [train] +total_reward:1899.20 total_reward_ma:2307.20 loss:-3.311 fps:126.6 +frame:1.36e+06 wall_t:10740 t:85000 epi:nan +opt_step:254814 lr:0.0003 alpha:0.006738 +2026-02-13 13:55:49 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_solaris_t0_s1 [train] +total_reward:1871.40 total_reward_ma:2303.61 loss:-3.262 fps:126.6 +frame:1.37e+06 wall_t:10821 t:85625 epi:nan +opt_step:256689 lr:0.0003 alpha:0.006738 +2026-02-13 13:57:09 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_solaris_t0_s1 [train] +total_reward:1869.80 total_reward_ma:2300.20 loss:-2.837 fps:126.6 +frame:1.38e+06 wall_t:10901 t:86250 epi:nan +opt_step:258564 lr:0.0003 alpha:0.006738 +2026-02-13 13:58:30 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_solaris_t0_s1 [train] +total_reward:1860.00 total_reward_ma:2296.69 loss:-3.38 fps:126.6 +frame:1.39e+06 wall_t:10982 t:86875 epi:nan +opt_step:260439 lr:0.0003 alpha:0.006738 +2026-02-13 13:59:50 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_solaris_t0_s1 [train] +total_reward:1856.80 total_reward_ma:2293.14 loss:-3.378 fps:126.6 +frame:1.40e+06 wall_t:11062 t:87500 epi:nan +opt_step:262314 lr:0.0003 alpha:0.006738 +2026-02-13 14:01:11 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_solaris_t0_s1 [train] +total_reward:1829.80 total_reward_ma:2289.61 loss:-3.38 fps:126.5 +frame:1.41e+06 wall_t:11143 t:88125 epi:nan +opt_step:264189 lr:0.0003 alpha:0.006738 +2026-02-13 14:02:31 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_solaris_t0_s1 [train] +total_reward:1829.80 total_reward_ma:2284.24 loss:-3.255 fps:126.5 +frame:1.42e+06 wall_t:11223 t:88750 epi:nan +opt_step:266064 lr:0.0003 alpha:0.006738 +2026-02-13 14:03:51 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_solaris_t0_s1 [train] +total_reward:1842.20 total_reward_ma:2278.97 loss:-3.319 fps:126.5 +frame:1.43e+06 wall_t:11304 t:89375 epi:nan +opt_step:267939 lr:0.0003 alpha:0.006738 +2026-02-13 14:05:12 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_solaris_t0_s1 [train] +total_reward:1842.20 total_reward_ma:2273.80 loss:-3.334 fps:126.5 +frame:1.44e+06 wall_t:11384 t:90000 epi:nan +opt_step:269814 lr:0.0003 alpha:0.006738 +2026-02-13 14:06:32 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_solaris_t0_s1 [train] +total_reward:1806.80 total_reward_ma:2268.42 loss:-3.221 fps:126.5 +frame:1.45e+06 wall_t:11464 t:90625 epi:nan +opt_step:271689 lr:0.0003 alpha:0.006738 +2026-02-13 14:07:53 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_solaris_t0_s1 [train] +total_reward:1806.80 total_reward_ma:2261.22 loss:-3.435 fps:126.5 +frame:1.46e+06 wall_t:11545 t:91250 epi:nan +opt_step:273564 lr:0.0003 alpha:0.006738 +2026-02-13 14:09:13 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_solaris_t0_s1 [train] +total_reward:1778.40 total_reward_ma:2254.14 loss:-3.445 fps:126.5 +frame:1.47e+06 wall_t:11625 t:91875 epi:nan +opt_step:275439 lr:0.0003 alpha:0.006738 +2026-02-13 14:10:34 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_solaris_t0_s1 [train] +total_reward:1790.20 total_reward_ma:2247.17 loss:-3.338 fps:126.4 +frame:1.48e+06 wall_t:11706 t:92500 epi:nan +opt_step:277314 lr:0.0003 alpha:0.006738 +2026-02-13 14:11:54 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_solaris_t0_s1 [train] +total_reward:1785.20 total_reward_ma:2240.15 loss:-3.001 fps:126.4 +frame:1.49e+06 wall_t:11786 t:93125 epi:nan +opt_step:279189 lr:0.0003 alpha:0.006738 +2026-02-13 14:13:14 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_solaris_t0_s1 [train] +total_reward:1771.80 total_reward_ma:2232.82 loss:-3.693 fps:126.4 +frame:1.50e+06 wall_t:11866 t:93750 epi:nan +opt_step:281064 lr:0.0003 alpha:0.006738 +2026-02-13 14:14:35 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_solaris_t0_s1 [train] +total_reward:1773.80 total_reward_ma:2225.58 loss:-3.679 fps:126.4 +frame:1.51e+06 wall_t:11947 t:94375 epi:nan +opt_step:282939 lr:0.0003 alpha:0.006738 +2026-02-13 14:15:55 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_solaris_t0_s1 [train] +total_reward:1766.80 total_reward_ma:2217.40 loss:-3.142 fps:126.4 +frame:1.52e+06 wall_t:12028 t:95000 epi:nan +opt_step:284814 lr:0.0003 alpha:0.006738 +2026-02-13 14:17:15 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_solaris_t0_s1 [train] +total_reward:1773.80 total_reward_ma:2209.47 loss:-3.253 fps:126.4 +frame:1.53e+06 wall_t:12108 t:95625 epi:nan +opt_step:286689 lr:0.0003 alpha:0.006738 +2026-02-13 14:18:36 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_solaris_t0_s1 [train] +total_reward:1773.80 total_reward_ma:2201.54 loss:-3.538 fps:126.4 +frame:1.54e+06 wall_t:12188 t:96250 epi:nan +opt_step:288564 lr:0.0003 alpha:0.006738 +2026-02-13 14:19:57 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_solaris_t0_s1 [train] +total_reward:1773.80 total_reward_ma:2193.39 loss:-3.123 fps:126.3 +frame:1.55e+06 wall_t:12269 t:96875 epi:nan +opt_step:290439 lr:0.0003 alpha:0.006738 +2026-02-13 14:21:17 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_solaris_t0_s1 [train] +total_reward:1735.60 total_reward_ma:2184.77 loss:-3.206 fps:126.3 +frame:1.56e+06 wall_t:12350 t:97500 epi:nan +opt_step:292314 lr:0.0003 alpha:0.006738 +2026-02-13 14:22:38 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_solaris_t0_s1 [train] +total_reward:1711.40 total_reward_ma:2176.12 loss:-3.337 fps:126.3 +frame:1.57e+06 wall_t:12430 t:98125 epi:nan +opt_step:294189 lr:0.0003 alpha:0.006738 +2026-02-13 14:23:58 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_solaris_t0_s1 [train] +total_reward:1711.40 total_reward_ma:2167.81 loss:-3.104 fps:126.3 +frame:1.58e+06 wall_t:12510 t:98750 epi:nan +opt_step:296064 lr:0.0003 alpha:0.006738 +2026-02-13 14:25:19 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_solaris_t0_s1 [train] +total_reward:1689.00 total_reward_ma:2159.29 loss:-2.951 fps:126.3 +frame:1.59e+06 wall_t:12591 t:99375 epi:nan +opt_step:297939 lr:0.0003 alpha:0.006738 +2026-02-13 14:26:40 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_solaris_t0_s1 [train] +total_reward:1671.40 total_reward_ma:2150.61 loss:-3.557 fps:126.3 +frame:1.60e+06 wall_t:12672 t:100000 epi:nan +opt_step:299814 lr:0.0003 alpha:0.006738 +2026-02-13 14:28:01 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_solaris_t0_s1 [train] +total_reward:1667.40 total_reward_ma:2141.75 loss:-3.317 fps:126.2 +frame:1.61e+06 wall_t:12753 t:100625 epi:nan +opt_step:301689 lr:0.0003 alpha:0.006738 +2026-02-13 14:29:21 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_solaris_t0_s1 [train] +total_reward:1667.40 total_reward_ma:2133.04 loss:-3.527 fps:126.2 +frame:1.62e+06 wall_t:12833 t:101250 epi:nan +opt_step:303564 lr:0.0003 alpha:0.006738 +2026-02-13 14:30:41 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_solaris_t0_s1 [train] +total_reward:1653.00 total_reward_ma:2124.41 loss:-3.252 fps:126.2 +frame:1.63e+06 wall_t:12913 t:101875 epi:nan +opt_step:305439 lr:0.0003 alpha:0.006738 +2026-02-13 14:32:02 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_solaris_t0_s1 [train] +total_reward:1670.40 total_reward_ma:2116.03 loss:-3.497 fps:126.2 +frame:1.64e+06 wall_t:12994 t:102500 epi:nan +opt_step:307314 lr:0.0003 alpha:0.006738 +2026-02-13 14:33:22 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_solaris_t0_s1 [train] +total_reward:1665.20 total_reward_ma:2107.74 loss:-3.439 fps:126.2 +frame:1.65e+06 wall_t:13074 t:103125 epi:nan +opt_step:309189 lr:0.0003 alpha:0.006738 +2026-02-13 14:34:42 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_solaris_t0_s1 [train] +total_reward:1679.20 total_reward_ma:2099.59 loss:-3.599 fps:126.2 +frame:1.66e+06 wall_t:13154 t:103750 epi:nan +opt_step:311064 lr:0.0003 alpha:0.006738 +2026-02-13 14:36:03 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_solaris_t0_s1 [train] +total_reward:1694.60 total_reward_ma:2091.64 loss:-3.615 fps:126.2 +frame:1.67e+06 wall_t:13235 t:104375 epi:nan +opt_step:312939 lr:0.0003 alpha:0.006738 +2026-02-13 14:37:23 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_solaris_t0_s1 [train] +total_reward:1694.60 total_reward_ma:2083.64 loss:-3.663 fps:126.2 +frame:1.68e+06 wall_t:13315 t:105000 epi:nan +opt_step:314814 lr:0.0003 alpha:0.006738 +2026-02-13 14:38:43 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_solaris_t0_s1 [train] +total_reward:1692.00 total_reward_ma:2075.98 loss:-3.465 fps:126.2 +frame:1.69e+06 wall_t:13395 t:105625 epi:nan +opt_step:316689 lr:0.0003 alpha:0.006738 +2026-02-13 14:40:03 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_solaris_t0_s1 [train] +total_reward:1694.00 total_reward_ma:2068.33 loss:-3.266 fps:126.2 +frame:1.70e+06 wall_t:13475 t:106250 epi:nan +opt_step:318564 lr:0.0003 alpha:0.006738 +2026-02-13 14:41:22 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_solaris_t0_s1 [train] +total_reward:1693.00 total_reward_ma:2060.88 loss:-3.77 fps:126.2 +frame:1.71e+06 wall_t:13555 t:106875 epi:nan +opt_step:320439 lr:0.0003 alpha:0.006738 +2026-02-13 14:42:43 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_solaris_t0_s1 [train] +total_reward:1701.80 total_reward_ma:2053.60 loss:-3.695 fps:126.1 +frame:1.72e+06 wall_t:13635 t:107500 epi:nan +opt_step:322314 lr:0.0003 alpha:0.006738 +2026-02-13 14:44:04 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_solaris_t0_s1 [train] +total_reward:1701.80 total_reward_ma:2046.02 loss:-4.037 fps:126.1 +frame:1.73e+06 wall_t:13716 t:108125 epi:nan +opt_step:324189 lr:0.0003 alpha:0.006738 +2026-02-13 14:45:24 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_solaris_t0_s1 [train] +total_reward:1701.60 total_reward_ma:2038.45 loss:-3.998 fps:126.1 +frame:1.74e+06 wall_t:13796 t:108750 epi:nan +opt_step:326064 lr:0.0003 alpha:0.006738 +2026-02-13 14:46:44 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_solaris_t0_s1 [train] +total_reward:1701.60 total_reward_ma:2031.17 loss:-3.828 fps:126.1 +frame:1.75e+06 wall_t:13876 t:109375 epi:nan +opt_step:327939 lr:0.0003 alpha:0.006738 +2026-02-13 14:48:04 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_solaris_t0_s1 [train] +total_reward:1700.60 total_reward_ma:2023.89 loss:-3.706 fps:126.1 +frame:1.76e+06 wall_t:13957 t:110000 epi:nan +opt_step:329814 lr:0.0003 alpha:0.006738 +2026-02-13 14:49:25 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_solaris_t0_s1 [train] +total_reward:1718.40 total_reward_ma:2016.59 loss:-3.733 fps:126.1 +frame:1.77e+06 wall_t:14037 t:110625 epi:nan +opt_step:331689 lr:0.0003 alpha:0.006738 +2026-02-13 14:50:45 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_solaris_t0_s1 [train] +total_reward:1718.40 total_reward_ma:2009.08 loss:-3.782 fps:126.1 +frame:1.78e+06 wall_t:14117 t:111250 epi:nan +opt_step:333564 lr:0.0003 alpha:0.006738 +2026-02-13 14:52:06 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_solaris_t0_s1 [train] +total_reward:1685.80 total_reward_ma:2001.09 loss:-3.58 fps:126.1 +frame:1.79e+06 wall_t:14198 t:111875 epi:nan +opt_step:335439 lr:0.0003 alpha:0.006738 +2026-02-13 14:53:26 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_solaris_t0_s1 [train] +total_reward:1676.80 total_reward_ma:1993.06 loss:-4.028 fps:126.1 +frame:1.80e+06 wall_t:14279 t:112500 epi:nan +opt_step:337314 lr:0.0003 alpha:0.006738 +2026-02-13 14:54:47 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_solaris_t0_s1 [train] +total_reward:1686.60 total_reward_ma:1984.78 loss:-3.773 fps:126.1 +frame:1.81e+06 wall_t:14359 t:113125 epi:nan +opt_step:339189 lr:0.0003 alpha:0.006738 +2026-02-13 14:56:08 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_solaris_t0_s1 [train] +total_reward:1686.80 total_reward_ma:1976.27 loss:-3.759 fps:126 +frame:1.82e+06 wall_t:14440 t:113750 epi:nan +opt_step:341064 lr:0.0003 alpha:0.006738 +2026-02-13 14:57:28 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_solaris_t0_s1 [train] +total_reward:1656.00 total_reward_ma:1967.39 loss:-3.556 fps:126 +frame:1.83e+06 wall_t:14520 t:114375 epi:nan +opt_step:342939 lr:0.0003 alpha:0.006738 +2026-02-13 14:58:49 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_solaris_t0_s1 [train] +total_reward:1656.00 total_reward_ma:1958.75 loss:-3.626 fps:126 +frame:1.84e+06 wall_t:14602 t:115000 epi:nan +opt_step:344814 lr:0.0003 alpha:0.006738 +2026-02-13 15:00:10 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_solaris_t0_s1 [train] +total_reward:1664.80 total_reward_ma:1950.40 loss:-3.441 fps:126 +frame:1.85e+06 wall_t:14682 t:115625 epi:nan +opt_step:346689 lr:0.0003 alpha:0.006738 +2026-02-13 15:01:29 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_solaris_t0_s1 [train] +total_reward:1664.80 total_reward_ma:1942.19 loss:-3.719 fps:126 +frame:1.86e+06 wall_t:14762 t:116250 epi:nan +opt_step:348564 lr:0.0003 alpha:0.006738 +2026-02-13 15:02:47 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_solaris_t0_s1 [train] +total_reward:1660.20 total_reward_ma:1933.70 loss:-3.547 fps:126 +frame:1.87e+06 wall_t:14839 t:116875 epi:nan +opt_step:350439 lr:0.0003 alpha:0.006738 +2026-02-13 15:04:04 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_solaris_t0_s1 [train] +total_reward:1660.20 total_reward_ma:1925.20 loss:-4.081 fps:126 +frame:1.88e+06 wall_t:14917 t:117500 epi:nan +opt_step:352314 lr:0.0003 alpha:0.006738 +2026-02-13 15:05:21 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_solaris_t0_s1 [train] +total_reward:1647.60 total_reward_ma:1916.58 loss:-3.97 fps:126.1 +frame:1.89e+06 wall_t:14994 t:118125 epi:nan +opt_step:354189 lr:0.0003 alpha:0.006738 +2026-02-13 15:06:39 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_solaris_t0_s1 [train] +total_reward:1676.80 total_reward_ma:1908.60 loss:-3.982 fps:126.1 +frame:1.90e+06 wall_t:15071 t:118750 epi:nan +opt_step:356064 lr:0.0003 alpha:0.006738 +2026-02-13 15:07:56 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_solaris_t0_s1 [train] +total_reward:1670.40 total_reward_ma:1900.56 loss:-3.915 fps:126.1 +frame:1.91e+06 wall_t:15148 t:119375 epi:nan +opt_step:357939 lr:0.0003 alpha:0.006738 +2026-02-13 15:09:13 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_solaris_t0_s1 [train] +total_reward:1670.40 total_reward_ma:1892.38 loss:-4.391 fps:126.1 +frame:1.92e+06 wall_t:15225 t:120000 epi:nan +opt_step:359814 lr:0.0003 alpha:0.006738 +2026-02-13 15:10:29 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_solaris_t0_s1 [train] +total_reward:1639.20 total_reward_ma:1883.93 loss:-4.276 fps:126.1 +frame:1.93e+06 wall_t:15301 t:120625 epi:nan +opt_step:361689 lr:0.0003 alpha:0.006738 +2026-02-13 15:11:46 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_solaris_t0_s1 [train] +total_reward:1657.60 total_reward_ma:1876.60 loss:-4.324 fps:126.2 +frame:1.94e+06 wall_t:15378 t:121250 epi:nan +opt_step:363564 lr:0.0003 alpha:0.006738 +2026-02-13 15:13:02 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_solaris_t0_s1 [train] +total_reward:1639.40 total_reward_ma:1869.46 loss:-3.995 fps:126.2 +frame:1.95e+06 wall_t:15455 t:121875 epi:nan +opt_step:365439 lr:0.0003 alpha:0.006738 +2026-02-13 15:14:19 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_solaris_t0_s1 [train] +total_reward:1568.60 total_reward_ma:1861.61 loss:-4.781 fps:126.2 +frame:1.96e+06 wall_t:15531 t:122500 epi:nan +opt_step:367314 lr:0.0003 alpha:0.006738 +2026-02-13 15:15:35 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_solaris_t0_s1 [train] +total_reward:1566.80 total_reward_ma:1853.79 loss:-4.553 fps:126.2 +frame:1.97e+06 wall_t:15608 t:123125 epi:nan +opt_step:369189 lr:0.0003 alpha:0.006738 +2026-02-13 15:16:52 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_solaris_t0_s1 [train] +total_reward:1566.80 total_reward_ma:1845.97 loss:-4.564 fps:126.2 +frame:1.98e+06 wall_t:15685 t:123750 epi:nan +opt_step:371064 lr:0.0003 alpha:0.006738 +2026-02-13 15:18:10 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_solaris_t0_s1 [train] +total_reward:1566.80 total_reward_ma:1838.51 loss:-4.753 fps:126.3 +frame:1.99e+06 wall_t:15762 t:124375 epi:nan +opt_step:372939 lr:0.0003 alpha:0.006738 +2026-02-13 15:19:23 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_solaris_t0_s1 [train] +total_reward:1551.40 total_reward_ma:1830.90 loss:-5.252 fps:126.3 +frame:2.00e+06 wall_t:15836 t:125000 epi:nan +opt_step:374814 lr:0.0003 alpha:0.006863 +2026-02-13 15:19:24 | INFO | PID:1433 | slm_lab.lib.logger:info | Session 1 done diff --git a/data/sac_atari_solaris_2026_02_13_105520/log/sac_atari_solaris_t0_s2.log b/data/sac_atari_solaris_2026_02_13_105520/log/sac_atari_solaris_t0_s2.log new file mode 100644 index 0000000000000000000000000000000000000000..8ca146285b547d2ca9277f2e3f2577cb1ebc8cb4 --- /dev/null +++ b/data/sac_atari_solaris_2026_02_13_105520/log/sac_atari_solaris_t0_s2.log @@ -0,0 +1,802 @@ +2026-02-13 10:55:25 | INFO | PID:1434 | slm_lab.env:_make_vector_env | AtariVectorEnv: 16 envs, native preprocessing +2026-02-13 10:57:23 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_solaris_t0_s2 [train] +total_reward:nan total_reward_ma:nan loss:-18.23 fps:86.96 +frame:1.00e+04 wall_t:115 t:625 epi:nan +opt_step:1689 lr:0.0003 alpha:0.6313 +2026-02-13 10:58:40 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_solaris_t0_s2 [train] +total_reward:nan total_reward_ma:nan loss:-27.53 fps:104.2 +frame:2.00e+04 wall_t:192 t:1250 epi:nan +opt_step:3564 lr:0.0003 alpha:0.4039 +2026-02-13 10:59:57 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_solaris_t0_s2 [train] +total_reward:1750.00 total_reward_ma:1750.00 loss:-33.38 fps:111.5 +frame:3.00e+04 wall_t:269 t:1875 epi:nan +opt_step:5439 lr:0.0003 alpha:0.2645 +2026-02-13 11:01:16 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_solaris_t0_s2 [train] +total_reward:1220.00 total_reward_ma:1485.00 loss:-34.62 fps:114.9 +frame:4.00e+04 wall_t:348 t:2500 epi:nan +opt_step:7314 lr:0.0003 alpha:0.1747 +2026-02-13 11:02:34 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_solaris_t0_s2 [train] +total_reward:932.50 total_reward_ma:1300.83 loss:-35.62 fps:117.4 +frame:5.00e+04 wall_t:426 t:3125 epi:nan +opt_step:9189 lr:0.0003 alpha:0.1159 +2026-02-13 11:03:51 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_solaris_t0_s2 [train] +total_reward:987.06 total_reward_ma:1222.39 loss:-34.01 fps:119.3 +frame:6.00e+04 wall_t:503 t:3750 epi:nan +opt_step:11064 lr:0.0003 alpha:0.07707 +2026-02-13 11:05:08 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_solaris_t0_s2 [train] +total_reward:992.00 total_reward_ma:1176.31 loss:-33.05 fps:120.7 +frame:7.00e+04 wall_t:580 t:4375 epi:nan +opt_step:12939 lr:0.0003 alpha:0.05142 +2026-02-13 11:06:25 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_solaris_t0_s2 [train] +total_reward:866.40 total_reward_ma:1124.66 loss:-30.62 fps:121.8 +frame:8.00e+04 wall_t:657 t:5000 epi:nan +opt_step:14814 lr:0.0003 alpha:0.03441 +2026-02-13 11:07:42 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_solaris_t0_s2 [train] +total_reward:2533.33 total_reward_ma:1325.90 loss:-29.09 fps:122.6 +frame:9.00e+04 wall_t:734 t:5625 epi:nan +opt_step:16689 lr:0.0003 alpha:0.02315 +2026-02-13 11:08:59 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_solaris_t0_s2 [train] +total_reward:2504.00 total_reward_ma:1473.16 loss:-26.6 fps:123.3 +frame:1.00e+05 wall_t:811 t:6250 epi:nan +opt_step:18564 lr:0.0003 alpha:0.01563 +2026-02-13 11:10:18 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_solaris_t0_s2 [train] +total_reward:2504.00 total_reward_ma:1587.70 loss:-24.95 fps:123.6 +frame:1.10e+05 wall_t:890 t:6875 epi:nan +opt_step:20439 lr:0.0003 alpha:0.01061 +2026-02-13 11:11:36 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_solaris_t0_s2 [train] +total_reward:2308.00 total_reward_ma:1659.73 loss:-22.6 fps:124 +frame:1.20e+05 wall_t:968 t:7500 epi:nan +opt_step:22314 lr:0.0003 alpha:0.007284 +2026-02-13 11:12:53 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_solaris_t0_s2 [train] +total_reward:2217.14 total_reward_ma:1710.40 loss:-21.09 fps:124.3 +frame:1.30e+05 wall_t:1046 t:8125 epi:nan +opt_step:24189 lr:0.0003 alpha:0.006738 +2026-02-13 11:14:11 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_solaris_t0_s2 [train] +total_reward:2383.75 total_reward_ma:1766.52 loss:-19.11 fps:124.7 +frame:1.40e+05 wall_t:1123 t:8750 epi:nan +opt_step:26064 lr:0.0003 alpha:0.006738 +2026-02-13 11:15:29 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_solaris_t0_s2 [train] +total_reward:2383.75 total_reward_ma:1813.99 loss:-17.85 fps:124.9 +frame:1.50e+05 wall_t:1201 t:9375 epi:nan +opt_step:27939 lr:0.0003 alpha:0.006738 +2026-02-13 11:16:46 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_solaris_t0_s2 [train] +total_reward:2321.18 total_reward_ma:1850.22 loss:-16.08 fps:125.1 +frame:1.60e+05 wall_t:1279 t:10000 epi:nan +opt_step:29814 lr:0.0003 alpha:0.006738 +2026-02-13 11:18:05 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_solaris_t0_s2 [train] +total_reward:2321.18 total_reward_ma:1881.62 loss:-15.18 fps:125.3 +frame:1.70e+05 wall_t:1357 t:10625 epi:nan +opt_step:31689 lr:0.0003 alpha:0.006738 +2026-02-13 11:19:22 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_solaris_t0_s2 [train] +total_reward:2321.18 total_reward_ma:1909.09 loss:-13.8 fps:125.4 +frame:1.80e+05 wall_t:1435 t:11250 epi:nan +opt_step:33564 lr:0.0003 alpha:0.006738 +2026-02-13 11:20:40 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_solaris_t0_s2 [train] +total_reward:2321.18 total_reward_ma:1933.33 loss:-12.91 fps:125.7 +frame:1.90e+05 wall_t:1512 t:11875 epi:nan +opt_step:35439 lr:0.0003 alpha:0.006738 +2026-02-13 11:21:58 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_solaris_t0_s2 [train] +total_reward:2343.33 total_reward_ma:1956.11 loss:-11.79 fps:125.8 +frame:2.00e+05 wall_t:1590 t:12500 epi:nan +opt_step:37314 lr:0.0003 alpha:0.006738 +2026-02-13 11:23:15 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_solaris_t0_s2 [train] +total_reward:2343.33 total_reward_ma:1976.49 loss:-11 fps:126 +frame:2.10e+05 wall_t:1667 t:13125 epi:nan +opt_step:39189 lr:0.0003 alpha:0.006738 +2026-02-13 11:24:33 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_solaris_t0_s2 [train] +total_reward:2333.64 total_reward_ma:1994.35 loss:-10.13 fps:126.1 +frame:2.20e+05 wall_t:1745 t:13750 epi:nan +opt_step:41064 lr:0.0003 alpha:0.006738 +2026-02-13 11:25:50 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_solaris_t0_s2 [train] +total_reward:2254.40 total_reward_ma:2006.73 loss:-9.394 fps:126.2 +frame:2.30e+05 wall_t:1823 t:14375 epi:nan +opt_step:42939 lr:0.0003 alpha:0.006738 +2026-02-13 11:27:08 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_solaris_t0_s2 [train] +total_reward:2376.30 total_reward_ma:2023.53 loss:-8.824 fps:126.3 +frame:2.40e+05 wall_t:1900 t:15000 epi:nan +opt_step:44814 lr:0.0003 alpha:0.006738 +2026-02-13 11:28:26 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_solaris_t0_s2 [train] +total_reward:2421.33 total_reward_ma:2040.82 loss:-8.101 fps:126.4 +frame:2.50e+05 wall_t:1978 t:15625 epi:nan +opt_step:46689 lr:0.0003 alpha:0.006738 +2026-02-13 11:29:43 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_solaris_t0_s2 [train] +total_reward:2500.65 total_reward_ma:2059.98 loss:-7.648 fps:126.5 +frame:2.60e+05 wall_t:2055 t:16250 epi:nan +opt_step:48564 lr:0.0003 alpha:0.006738 +2026-02-13 11:31:00 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_solaris_t0_s2 [train] +total_reward:2463.75 total_reward_ma:2076.13 loss:-7.113 fps:126.6 +frame:2.70e+05 wall_t:2132 t:16875 epi:nan +opt_step:50439 lr:0.0003 alpha:0.006738 +2026-02-13 11:32:17 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_solaris_t0_s2 [train] +total_reward:2690.30 total_reward_ma:2099.76 loss:-6.698 fps:126.8 +frame:2.80e+05 wall_t:2209 t:17500 epi:nan +opt_step:52314 lr:0.0003 alpha:0.006738 +2026-02-13 11:33:34 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_solaris_t0_s2 [train] +total_reward:2640.59 total_reward_ma:2119.79 loss:-6.212 fps:126.9 +frame:2.90e+05 wall_t:2286 t:18125 epi:nan +opt_step:54189 lr:0.0003 alpha:0.006738 +2026-02-13 11:34:52 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_solaris_t0_s2 [train] +total_reward:2640.59 total_reward_ma:2138.39 loss:-5.828 fps:126.9 +frame:3.00e+05 wall_t:2364 t:18750 epi:nan +opt_step:56064 lr:0.0003 alpha:0.006738 +2026-02-13 11:36:10 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_solaris_t0_s2 [train] +total_reward:2650.53 total_reward_ma:2156.05 loss:-5.551 fps:126.9 +frame:3.10e+05 wall_t:2442 t:19375 epi:nan +opt_step:57939 lr:0.0003 alpha:0.006738 +2026-02-13 11:37:28 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_solaris_t0_s2 [train] +total_reward:2644.10 total_reward_ma:2172.32 loss:-5.23 fps:127 +frame:3.20e+05 wall_t:2520 t:20000 epi:nan +opt_step:59814 lr:0.0003 alpha:0.006738 +2026-02-13 11:38:45 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_solaris_t0_s2 [train] +total_reward:2644.10 total_reward_ma:2187.53 loss:-4.993 fps:127.1 +frame:3.30e+05 wall_t:2597 t:20625 epi:nan +opt_step:61689 lr:0.0003 alpha:0.006738 +2026-02-13 11:40:02 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_solaris_t0_s2 [train] +total_reward:2644.10 total_reward_ma:2201.80 loss:-4.712 fps:127.2 +frame:3.40e+05 wall_t:2674 t:21250 epi:nan +opt_step:63564 lr:0.0003 alpha:0.006738 +2026-02-13 11:41:20 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_solaris_t0_s2 [train] +total_reward:2603.48 total_reward_ma:2213.97 loss:-4.465 fps:127.2 +frame:3.50e+05 wall_t:2752 t:21875 epi:nan +opt_step:65439 lr:0.0003 alpha:0.006738 +2026-02-13 11:42:37 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_solaris_t0_s2 [train] +total_reward:2543.75 total_reward_ma:2223.67 loss:-4.239 fps:127.3 +frame:3.60e+05 wall_t:2829 t:22500 epi:nan +opt_step:67314 lr:0.0003 alpha:0.006738 +2026-02-13 11:43:54 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_solaris_t0_s2 [train] +total_reward:2521.22 total_reward_ma:2232.18 loss:-4.076 fps:127.3 +frame:3.70e+05 wall_t:2906 t:23125 epi:nan +opt_step:69189 lr:0.0003 alpha:0.006738 +2026-02-13 11:45:11 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_solaris_t0_s2 [train] +total_reward:2521.22 total_reward_ma:2240.20 loss:-3.854 fps:127.4 +frame:3.80e+05 wall_t:2983 t:23750 epi:nan +opt_step:71064 lr:0.0003 alpha:0.006738 +2026-02-13 11:46:28 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_solaris_t0_s2 [train] +total_reward:2521.22 total_reward_ma:2247.80 loss:-3.746 fps:127.4 +frame:3.90e+05 wall_t:3061 t:24375 epi:nan +opt_step:72939 lr:0.0003 alpha:0.006738 +2026-02-13 11:47:45 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_solaris_t0_s2 [train] +total_reward:2521.22 total_reward_ma:2255.00 loss:-3.577 fps:127.5 +frame:4.00e+05 wall_t:3138 t:25000 epi:nan +opt_step:74814 lr:0.0003 alpha:0.006738 +2026-02-13 11:49:03 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_solaris_t0_s2 [train] +total_reward:2521.22 total_reward_ma:2261.82 loss:-3.459 fps:127.5 +frame:4.10e+05 wall_t:3215 t:25625 epi:nan +opt_step:76689 lr:0.0003 alpha:0.006738 +2026-02-13 11:50:21 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_solaris_t0_s2 [train] +total_reward:2521.60 total_reward_ma:2268.32 loss:-3.353 fps:127.5 +frame:4.20e+05 wall_t:3294 t:26250 epi:nan +opt_step:78564 lr:0.0003 alpha:0.006738 +2026-02-13 11:51:39 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_solaris_t0_s2 [train] +total_reward:2535.00 total_reward_ma:2274.82 loss:-3.228 fps:127.5 +frame:4.30e+05 wall_t:3372 t:26875 epi:nan +opt_step:80439 lr:0.0003 alpha:0.006738 +2026-02-13 11:52:57 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_solaris_t0_s2 [train] +total_reward:2465.71 total_reward_ma:2279.37 loss:-3.199 fps:127.6 +frame:4.40e+05 wall_t:3449 t:27500 epi:nan +opt_step:82314 lr:0.0003 alpha:0.006738 +2026-02-13 11:54:14 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_solaris_t0_s2 [train] +total_reward:2420.00 total_reward_ma:2282.64 loss:-3.092 fps:127.6 +frame:4.50e+05 wall_t:3526 t:28125 epi:nan +opt_step:84189 lr:0.0003 alpha:0.006738 +2026-02-13 11:55:30 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_solaris_t0_s2 [train] +total_reward:2420.00 total_reward_ma:2285.76 loss:-3.015 fps:127.7 +frame:4.60e+05 wall_t:3603 t:28750 epi:nan +opt_step:86064 lr:0.0003 alpha:0.006738 +2026-02-13 11:56:48 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_solaris_t0_s2 [train] +total_reward:2409.33 total_reward_ma:2288.50 loss:-2.956 fps:127.7 +frame:4.70e+05 wall_t:3680 t:29375 epi:nan +opt_step:87939 lr:0.0003 alpha:0.006738 +2026-02-13 11:58:06 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_solaris_t0_s2 [train] +total_reward:2423.87 total_reward_ma:2291.45 loss:-2.899 fps:127.7 +frame:4.80e+05 wall_t:3758 t:30000 epi:nan +opt_step:89814 lr:0.0003 alpha:0.006738 +2026-02-13 11:59:23 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_solaris_t0_s2 [train] +total_reward:2456.88 total_reward_ma:2294.97 loss:-2.855 fps:127.7 +frame:4.90e+05 wall_t:3836 t:30625 epi:nan +opt_step:91689 lr:0.0003 alpha:0.006738 +2026-02-13 12:00:42 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_solaris_t0_s2 [train] +total_reward:2456.88 total_reward_ma:2298.34 loss:-2.816 fps:127.7 +frame:5.00e+05 wall_t:3914 t:31250 epi:nan +opt_step:93564 lr:0.0003 alpha:0.006738 +2026-02-13 12:02:01 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_solaris_t0_s2 [train] +total_reward:2565.97 total_reward_ma:2303.80 loss:-2.764 fps:127.7 +frame:5.10e+05 wall_t:3993 t:31875 epi:nan +opt_step:95439 lr:0.0003 alpha:0.006738 +2026-02-13 12:03:19 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_solaris_t0_s2 [train] +total_reward:2565.97 total_reward_ma:2309.04 loss:-2.757 fps:127.7 +frame:5.20e+05 wall_t:4071 t:32500 epi:nan +opt_step:97314 lr:0.0003 alpha:0.006738 +2026-02-13 12:04:38 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_solaris_t0_s2 [train] +total_reward:2501.71 total_reward_ma:2312.82 loss:-2.617 fps:127.7 +frame:5.30e+05 wall_t:4150 t:33125 epi:nan +opt_step:99189 lr:0.0003 alpha:0.006738 +2026-02-13 12:05:58 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_solaris_t0_s2 [train] +total_reward:2489.17 total_reward_ma:2316.21 loss:-2.59 fps:127.7 +frame:5.40e+05 wall_t:4230 t:33750 epi:nan +opt_step:101064 lr:0.0003 alpha:0.006738 +2026-02-13 12:07:17 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_solaris_t0_s2 [train] +total_reward:2494.25 total_reward_ma:2319.57 loss:-2.591 fps:127.6 +frame:5.50e+05 wall_t:4309 t:34375 epi:nan +opt_step:102939 lr:0.0003 alpha:0.006738 +2026-02-13 12:08:34 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_solaris_t0_s2 [train] +total_reward:2462.70 total_reward_ma:2322.22 loss:-2.519 fps:127.7 +frame:5.60e+05 wall_t:4386 t:35000 epi:nan +opt_step:104814 lr:0.0003 alpha:0.006738 +2026-02-13 12:09:52 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_solaris_t0_s2 [train] +total_reward:2445.07 total_reward_ma:2324.46 loss:-2.531 fps:127.7 +frame:5.70e+05 wall_t:4465 t:35625 epi:nan +opt_step:106689 lr:0.0003 alpha:0.006738 +2026-02-13 12:11:11 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_solaris_t0_s2 [train] +total_reward:2481.30 total_reward_ma:2327.26 loss:-2.515 fps:127.7 +frame:5.80e+05 wall_t:4543 t:36250 epi:nan +opt_step:108564 lr:0.0003 alpha:0.006738 +2026-02-13 12:12:29 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_solaris_t0_s2 [train] +total_reward:2470.51 total_reward_ma:2329.77 loss:-2.511 fps:127.7 +frame:5.90e+05 wall_t:4621 t:36875 epi:nan +opt_step:110439 lr:0.0003 alpha:0.006738 +2026-02-13 12:13:46 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_solaris_t0_s2 [train] +total_reward:2471.75 total_reward_ma:2332.22 loss:-2.436 fps:127.7 +frame:6.00e+05 wall_t:4699 t:37500 epi:nan +opt_step:112314 lr:0.0003 alpha:0.006738 +2026-02-13 12:15:03 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_solaris_t0_s2 [train] +total_reward:2569.88 total_reward_ma:2336.25 loss:-2.389 fps:127.7 +frame:6.10e+05 wall_t:4776 t:38125 epi:nan +opt_step:114189 lr:0.0003 alpha:0.006738 +2026-02-13 12:16:21 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_solaris_t0_s2 [train] +total_reward:2563.66 total_reward_ma:2340.04 loss:-2.431 fps:127.7 +frame:6.20e+05 wall_t:4854 t:38750 epi:nan +opt_step:116064 lr:0.0003 alpha:0.006738 +2026-02-13 12:17:39 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_solaris_t0_s2 [train] +total_reward:2553.49 total_reward_ma:2343.54 loss:-2.36 fps:127.8 +frame:6.30e+05 wall_t:4931 t:39375 epi:nan +opt_step:117939 lr:0.0003 alpha:0.006738 +2026-02-13 12:18:56 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_solaris_t0_s2 [train] +total_reward:2561.84 total_reward_ma:2347.06 loss:-2.363 fps:127.8 +frame:6.40e+05 wall_t:5009 t:40000 epi:nan +opt_step:119814 lr:0.0003 alpha:0.006738 +2026-02-13 12:20:15 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_solaris_t0_s2 [train] +total_reward:2557.05 total_reward_ma:2350.39 loss:-2.319 fps:127.8 +frame:6.50e+05 wall_t:5087 t:40625 epi:nan +opt_step:121689 lr:0.0003 alpha:0.006738 +2026-02-13 12:21:34 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_solaris_t0_s2 [train] +total_reward:2557.05 total_reward_ma:2353.62 loss:-2.357 fps:127.8 +frame:6.60e+05 wall_t:5166 t:41250 epi:nan +opt_step:123564 lr:0.0003 alpha:0.006738 +2026-02-13 12:22:52 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_solaris_t0_s2 [train] +total_reward:2560.44 total_reward_ma:2356.80 loss:-2.358 fps:127.7 +frame:6.70e+05 wall_t:5245 t:41875 epi:nan +opt_step:125439 lr:0.0003 alpha:0.006738 +2026-02-13 12:24:10 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_solaris_t0_s2 [train] +total_reward:2557.80 total_reward_ma:2359.85 loss:-2.269 fps:127.8 +frame:6.80e+05 wall_t:5322 t:42500 epi:nan +opt_step:127314 lr:0.0003 alpha:0.006738 +2026-02-13 12:25:27 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_solaris_t0_s2 [train] +total_reward:2531.74 total_reward_ma:2362.41 loss:-2.303 fps:127.8 +frame:6.90e+05 wall_t:5399 t:43125 epi:nan +opt_step:129189 lr:0.0003 alpha:0.006738 +2026-02-13 12:26:44 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_solaris_t0_s2 [train] +total_reward:2522.32 total_reward_ma:2364.76 loss:-2.485 fps:127.8 +frame:7.00e+05 wall_t:5476 t:43750 epi:nan +opt_step:131064 lr:0.0003 alpha:0.006738 +2026-02-13 12:28:01 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_solaris_t0_s2 [train] +total_reward:2496.91 total_reward_ma:2366.68 loss:-2.326 fps:127.9 +frame:7.10e+05 wall_t:5553 t:44375 epi:nan +opt_step:132939 lr:0.0003 alpha:0.006738 +2026-02-13 12:29:18 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_solaris_t0_s2 [train] +total_reward:2487.27 total_reward_ma:2368.40 loss:-2.325 fps:127.9 +frame:7.20e+05 wall_t:5630 t:45000 epi:nan +opt_step:134814 lr:0.0003 alpha:0.006738 +2026-02-13 12:30:34 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_solaris_t0_s2 [train] +total_reward:2469.20 total_reward_ma:2369.82 loss:-2.305 fps:127.9 +frame:7.30e+05 wall_t:5706 t:45625 epi:nan +opt_step:136689 lr:0.0003 alpha:0.006738 +2026-02-13 12:31:51 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_solaris_t0_s2 [train] +total_reward:2458.80 total_reward_ma:2371.06 loss:-2.366 fps:128 +frame:7.40e+05 wall_t:5783 t:46250 epi:nan +opt_step:138564 lr:0.0003 alpha:0.006738 +2026-02-13 12:33:09 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_solaris_t0_s2 [train] +total_reward:2458.80 total_reward_ma:2372.26 loss:-2.388 fps:128 +frame:7.50e+05 wall_t:5861 t:46875 epi:nan +opt_step:140439 lr:0.0003 alpha:0.006738 +2026-02-13 12:34:25 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_solaris_t0_s2 [train] +total_reward:2450.80 total_reward_ma:2373.32 loss:-2.364 fps:128 +frame:7.60e+05 wall_t:5938 t:47500 epi:nan +opt_step:142314 lr:0.0003 alpha:0.006738 +2026-02-13 12:35:42 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_solaris_t0_s2 [train] +total_reward:2430.00 total_reward_ma:2374.08 loss:-2.492 fps:128 +frame:7.70e+05 wall_t:6014 t:48125 epi:nan +opt_step:144189 lr:0.0003 alpha:0.006738 +2026-02-13 12:36:59 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_solaris_t0_s2 [train] +total_reward:2430.00 total_reward_ma:2374.81 loss:-2.392 fps:128.1 +frame:7.80e+05 wall_t:6091 t:48750 epi:nan +opt_step:146064 lr:0.0003 alpha:0.006738 +2026-02-13 12:38:16 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_solaris_t0_s2 [train] +total_reward:2426.60 total_reward_ma:2375.48 loss:-2.415 fps:128.1 +frame:7.90e+05 wall_t:6168 t:49375 epi:nan +opt_step:147939 lr:0.0003 alpha:0.006738 +2026-02-13 12:39:32 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_solaris_t0_s2 [train] +total_reward:2426.60 total_reward_ma:2376.14 loss:-2.452 fps:128.1 +frame:8.00e+05 wall_t:6244 t:50000 epi:nan +opt_step:149814 lr:0.0003 alpha:0.006738 +2026-02-13 12:40:49 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_solaris_t0_s2 [train] +total_reward:2451.60 total_reward_ma:2377.10 loss:-2.475 fps:128.1 +frame:8.10e+05 wall_t:6321 t:50625 epi:nan +opt_step:151689 lr:0.0003 alpha:0.006738 +2026-02-13 12:42:06 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_solaris_t0_s2 [train] +total_reward:2415.60 total_reward_ma:2377.58 loss:-2.503 fps:128.2 +frame:8.20e+05 wall_t:6398 t:51250 epi:nan +opt_step:153564 lr:0.0003 alpha:0.006738 +2026-02-13 12:43:23 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_solaris_t0_s2 [train] +total_reward:2429.00 total_reward_ma:2378.21 loss:-2.464 fps:128.2 +frame:8.30e+05 wall_t:6475 t:51875 epi:nan +opt_step:155439 lr:0.0003 alpha:0.006738 +2026-02-13 12:44:42 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_solaris_t0_s2 [train] +total_reward:2429.00 total_reward_ma:2378.83 loss:-2.534 fps:128.1 +frame:8.40e+05 wall_t:6555 t:52500 epi:nan +opt_step:157314 lr:0.0003 alpha:0.006738 +2026-02-13 12:46:03 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_solaris_t0_s2 [train] +total_reward:2427.80 total_reward_ma:2379.42 loss:-2.629 fps:128.1 +frame:8.50e+05 wall_t:6636 t:53125 epi:nan +opt_step:159189 lr:0.0003 alpha:0.006738 +2026-02-13 12:47:24 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_solaris_t0_s2 [train] +total_reward:2427.80 total_reward_ma:2380.00 loss:-2.674 fps:128.1 +frame:8.60e+05 wall_t:6716 t:53750 epi:nan +opt_step:161064 lr:0.0003 alpha:0.006738 +2026-02-13 12:48:44 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_solaris_t0_s2 [train] +total_reward:2422.60 total_reward_ma:2380.50 loss:-2.723 fps:128 +frame:8.70e+05 wall_t:6797 t:54375 epi:nan +opt_step:162939 lr:0.0003 alpha:0.006738 +2026-02-13 12:50:04 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_solaris_t0_s2 [train] +total_reward:2420.40 total_reward_ma:2380.96 loss:-2.782 fps:128 +frame:8.80e+05 wall_t:6876 t:55000 epi:nan +opt_step:164814 lr:0.0003 alpha:0.006738 +2026-02-13 12:51:24 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_solaris_t0_s2 [train] +total_reward:2408.80 total_reward_ma:2381.28 loss:-2.95 fps:127.9 +frame:8.90e+05 wall_t:6956 t:55625 epi:nan +opt_step:166689 lr:0.0003 alpha:0.006738 +2026-02-13 12:52:44 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_solaris_t0_s2 [train] +total_reward:2356.40 total_reward_ma:2381.00 loss:-2.97 fps:127.9 +frame:9.00e+05 wall_t:7036 t:56250 epi:nan +opt_step:168564 lr:0.0003 alpha:0.006738 +2026-02-13 12:54:04 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_solaris_t0_s2 [train] +total_reward:2307.80 total_reward_ma:2380.18 loss:-2.61 fps:127.9 +frame:9.10e+05 wall_t:7117 t:56875 epi:nan +opt_step:170439 lr:0.0003 alpha:0.006738 +2026-02-13 12:55:25 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_solaris_t0_s2 [train] +total_reward:2254.80 total_reward_ma:2378.78 loss:-2.809 fps:127.8 +frame:9.20e+05 wall_t:7197 t:57500 epi:nan +opt_step:172314 lr:0.0003 alpha:0.006738 +2026-02-13 12:56:45 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_solaris_t0_s2 [train] +total_reward:2254.80 total_reward_ma:2377.42 loss:-2.969 fps:127.8 +frame:9.30e+05 wall_t:7277 t:58125 epi:nan +opt_step:174189 lr:0.0003 alpha:0.006738 +2026-02-13 12:58:05 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_solaris_t0_s2 [train] +total_reward:2254.80 total_reward_ma:2376.09 loss:-3.026 fps:127.8 +frame:9.40e+05 wall_t:7358 t:58750 epi:nan +opt_step:176064 lr:0.0003 alpha:0.006738 +2026-02-13 12:59:26 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_solaris_t0_s2 [train] +total_reward:2182.40 total_reward_ma:2374.01 loss:-3.087 fps:127.7 +frame:9.50e+05 wall_t:7438 t:59375 epi:nan +opt_step:177939 lr:0.0003 alpha:0.006738 +2026-02-13 13:00:46 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_solaris_t0_s2 [train] +total_reward:2160.40 total_reward_ma:2371.73 loss:-3.118 fps:127.7 +frame:9.60e+05 wall_t:7518 t:60000 epi:nan +opt_step:179814 lr:0.0003 alpha:0.006738 +2026-02-13 13:02:06 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_solaris_t0_s2 [train] +total_reward:2160.40 total_reward_ma:2369.51 loss:-3.028 fps:127.7 +frame:9.70e+05 wall_t:7598 t:60625 epi:nan +opt_step:181689 lr:0.0003 alpha:0.006738 +2026-02-13 13:03:26 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_solaris_t0_s2 [train] +total_reward:2160.40 total_reward_ma:2367.33 loss:-3.022 fps:127.6 +frame:9.80e+05 wall_t:7678 t:61250 epi:nan +opt_step:183564 lr:0.0003 alpha:0.006738 +2026-02-13 13:04:46 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_solaris_t0_s2 [train] +total_reward:2160.40 total_reward_ma:2365.20 loss:-3.098 fps:127.6 +frame:9.90e+05 wall_t:7759 t:61875 epi:nan +opt_step:185439 lr:0.0003 alpha:0.006738 +2026-02-13 13:06:07 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_solaris_t0_s2 [train] +total_reward:2160.40 total_reward_ma:2363.11 loss:-3.37 fps:127.6 +frame:1.00e+06 wall_t:7839 t:62500 epi:nan +opt_step:187314 lr:0.0003 alpha:0.006738 +2026-02-13 13:07:28 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_solaris_t0_s2 [train] +total_reward:2105.80 total_reward_ma:2360.51 loss:-3.198 fps:127.5 +frame:1.01e+06 wall_t:7920 t:63125 epi:nan +opt_step:189189 lr:0.0003 alpha:0.006738 +2026-02-13 13:08:48 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_solaris_t0_s2 [train] +total_reward:2069.00 total_reward_ma:2357.59 loss:-3.7 fps:127.5 +frame:1.02e+06 wall_t:8001 t:63750 epi:nan +opt_step:191064 lr:0.0003 alpha:0.006738 +2026-02-13 13:10:09 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_solaris_t0_s2 [train] +total_reward:2076.60 total_reward_ma:2360.86 loss:-3.393 fps:127.5 +frame:1.03e+06 wall_t:8081 t:64375 epi:nan +opt_step:192939 lr:0.0003 alpha:0.006738 +2026-02-13 13:11:29 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_solaris_t0_s2 [train] +total_reward:2091.00 total_reward_ma:2369.57 loss:-3.406 fps:127.4 +frame:1.04e+06 wall_t:8161 t:65000 epi:nan +opt_step:194814 lr:0.0003 alpha:0.006738 +2026-02-13 13:12:49 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_solaris_t0_s2 [train] +total_reward:2091.00 total_reward_ma:2381.15 loss:-3.489 fps:127.4 +frame:1.05e+06 wall_t:8242 t:65625 epi:nan +opt_step:196689 lr:0.0003 alpha:0.006738 +2026-02-13 13:14:09 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_solaris_t0_s2 [train] +total_reward:2079.60 total_reward_ma:2392.08 loss:-3.37 fps:127.4 +frame:1.06e+06 wall_t:8321 t:66250 epi:nan +opt_step:198564 lr:0.0003 alpha:0.006738 +2026-02-13 13:15:29 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_solaris_t0_s2 [train] +total_reward:2066.00 total_reward_ma:2402.82 loss:-3.352 fps:127.4 +frame:1.07e+06 wall_t:8401 t:66875 epi:nan +opt_step:200439 lr:0.0003 alpha:0.006738 +2026-02-13 13:16:49 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_solaris_t0_s2 [train] +total_reward:2074.00 total_reward_ma:2414.90 loss:-3.816 fps:127.3 +frame:1.08e+06 wall_t:8481 t:67500 epi:nan +opt_step:202314 lr:0.0003 alpha:0.006738 +2026-02-13 13:18:10 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_solaris_t0_s2 [train] +total_reward:2110.60 total_reward_ma:2410.67 loss:-3.37 fps:127.3 +frame:1.09e+06 wall_t:8562 t:68125 epi:nan +opt_step:204189 lr:0.0003 alpha:0.006738 +2026-02-13 13:19:30 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_solaris_t0_s2 [train] +total_reward:2097.40 total_reward_ma:2406.60 loss:-3.383 fps:127.3 +frame:1.10e+06 wall_t:8642 t:68750 epi:nan +opt_step:206064 lr:0.0003 alpha:0.006738 +2026-02-13 13:20:50 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_solaris_t0_s2 [train] +total_reward:2097.40 total_reward_ma:2402.54 loss:-3.249 fps:127.3 +frame:1.11e+06 wall_t:8722 t:69375 epi:nan +opt_step:207939 lr:0.0003 alpha:0.006738 +2026-02-13 13:22:10 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_solaris_t0_s2 [train] +total_reward:2074.00 total_reward_ma:2400.20 loss:-3.688 fps:127.2 +frame:1.12e+06 wall_t:8802 t:70000 epi:nan +opt_step:209814 lr:0.0003 alpha:0.006738 +2026-02-13 13:23:30 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_solaris_t0_s2 [train] +total_reward:2086.00 total_reward_ma:2398.89 loss:-3.664 fps:127.2 +frame:1.13e+06 wall_t:8882 t:70625 epi:nan +opt_step:211689 lr:0.0003 alpha:0.006738 +2026-02-13 13:24:51 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_solaris_t0_s2 [train] +total_reward:2069.80 total_reward_ma:2395.75 loss:-3.787 fps:127.2 +frame:1.14e+06 wall_t:8963 t:71250 epi:nan +opt_step:213564 lr:0.0003 alpha:0.006738 +2026-02-13 13:26:11 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_solaris_t0_s2 [train] +total_reward:2031.60 total_reward_ma:2392.22 loss:-3.709 fps:127.2 +frame:1.15e+06 wall_t:9043 t:71875 epi:nan +opt_step:215439 lr:0.0003 alpha:0.006738 +2026-02-13 13:27:31 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_solaris_t0_s2 [train] +total_reward:2008.80 total_reward_ma:2389.10 loss:-3.971 fps:127.2 +frame:1.16e+06 wall_t:9123 t:72500 epi:nan +opt_step:217314 lr:0.0003 alpha:0.006738 +2026-02-13 13:28:51 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_solaris_t0_s2 [train] +total_reward:1921.20 total_reward_ma:2385.10 loss:-3.814 fps:127.1 +frame:1.17e+06 wall_t:9203 t:73125 epi:nan +opt_step:219189 lr:0.0003 alpha:0.006738 +2026-02-13 13:30:12 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_solaris_t0_s2 [train] +total_reward:1918.80 total_reward_ma:2381.08 loss:-4.172 fps:127.1 +frame:1.18e+06 wall_t:9284 t:73750 epi:nan +opt_step:221064 lr:0.0003 alpha:0.006738 +2026-02-13 13:31:32 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_solaris_t0_s2 [train] +total_reward:1940.80 total_reward_ma:2377.27 loss:-3.889 fps:127.1 +frame:1.19e+06 wall_t:9364 t:74375 epi:nan +opt_step:222939 lr:0.0003 alpha:0.006738 +2026-02-13 13:32:53 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_solaris_t0_s2 [train] +total_reward:1917.20 total_reward_ma:2373.01 loss:-4.074 fps:127.1 +frame:1.20e+06 wall_t:9445 t:75000 epi:nan +opt_step:224814 lr:0.0003 alpha:0.006738 +2026-02-13 13:34:12 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_solaris_t0_s2 [train] +total_reward:1920.40 total_reward_ma:2368.78 loss:-3.683 fps:127 +frame:1.21e+06 wall_t:9524 t:75625 epi:nan +opt_step:226689 lr:0.0003 alpha:0.006738 +2026-02-13 13:35:32 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_solaris_t0_s2 [train] +total_reward:1909.80 total_reward_ma:2364.54 loss:-4.102 fps:127 +frame:1.22e+06 wall_t:9604 t:76250 epi:nan +opt_step:228564 lr:0.0003 alpha:0.006738 +2026-02-13 13:36:52 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_solaris_t0_s2 [train] +total_reward:1884.60 total_reward_ma:2360.85 loss:-4.03 fps:127 +frame:1.23e+06 wall_t:9685 t:76875 epi:nan +opt_step:230439 lr:0.0003 alpha:0.006738 +2026-02-13 13:38:13 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_solaris_t0_s2 [train] +total_reward:1884.60 total_reward_ma:2355.93 loss:-4.104 fps:127 +frame:1.24e+06 wall_t:9765 t:77500 epi:nan +opt_step:232314 lr:0.0003 alpha:0.006738 +2026-02-13 13:39:33 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_solaris_t0_s2 [train] +total_reward:1858.80 total_reward_ma:2350.30 loss:-4.265 fps:127 +frame:1.25e+06 wall_t:9845 t:78125 epi:nan +opt_step:234189 lr:0.0003 alpha:0.006738 +2026-02-13 13:40:53 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_solaris_t0_s2 [train] +total_reward:1825.80 total_reward_ma:2343.56 loss:-4.374 fps:127 +frame:1.26e+06 wall_t:9925 t:78750 epi:nan +opt_step:236064 lr:0.0003 alpha:0.006738 +2026-02-13 13:42:13 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_solaris_t0_s2 [train] +total_reward:1715.80 total_reward_ma:2336.08 loss:-4.198 fps:126.9 +frame:1.27e+06 wall_t:10005 t:79375 epi:nan +opt_step:237939 lr:0.0003 alpha:0.006738 +2026-02-13 13:43:33 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_solaris_t0_s2 [train] +total_reward:1689.60 total_reward_ma:2326.07 loss:-4.674 fps:126.9 +frame:1.28e+06 wall_t:10086 t:80000 epi:nan +opt_step:239814 lr:0.0003 alpha:0.006738 +2026-02-13 13:44:53 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_solaris_t0_s2 [train] +total_reward:1689.60 total_reward_ma:2316.56 loss:-4.328 fps:126.9 +frame:1.29e+06 wall_t:10166 t:80625 epi:nan +opt_step:241689 lr:0.0003 alpha:0.00674 +2026-02-13 13:46:13 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_solaris_t0_s2 [train] +total_reward:1689.60 total_reward_ma:2307.05 loss:-4.844 fps:126.9 +frame:1.30e+06 wall_t:10246 t:81250 epi:nan +opt_step:243564 lr:0.0003 alpha:0.006768 +2026-02-13 13:47:34 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_solaris_t0_s2 [train] +total_reward:1699.40 total_reward_ma:2297.54 loss:-4.384 fps:126.9 +frame:1.31e+06 wall_t:10326 t:81875 epi:nan +opt_step:245439 lr:0.0003 alpha:0.007008 +2026-02-13 13:48:54 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_solaris_t0_s2 [train] +total_reward:1659.20 total_reward_ma:2287.69 loss:-4.456 fps:126.8 +frame:1.32e+06 wall_t:10406 t:82500 epi:nan +opt_step:247314 lr:0.0003 alpha:0.006948 +2026-02-13 13:50:15 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_solaris_t0_s2 [train] +total_reward:1666.80 total_reward_ma:2277.92 loss:-4.509 fps:126.8 +frame:1.33e+06 wall_t:10487 t:83125 epi:nan +opt_step:249189 lr:0.0003 alpha:0.007292 +2026-02-13 13:51:35 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_solaris_t0_s2 [train] +total_reward:1656.00 total_reward_ma:2268.03 loss:-4.586 fps:126.8 +frame:1.34e+06 wall_t:10567 t:83750 epi:nan +opt_step:251064 lr:0.0003 alpha:0.007175 +2026-02-13 13:52:55 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_solaris_t0_s2 [train] +total_reward:1655.20 total_reward_ma:2258.55 loss:-4.578 fps:126.8 +frame:1.35e+06 wall_t:10648 t:84375 epi:nan +opt_step:252939 lr:0.0003 alpha:0.007288 +2026-02-13 13:54:15 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_solaris_t0_s2 [train] +total_reward:1656.20 total_reward_ma:2249.68 loss:-4.892 fps:126.8 +frame:1.36e+06 wall_t:10727 t:85000 epi:nan +opt_step:254814 lr:0.0003 alpha:0.008023 +2026-02-13 13:55:36 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_solaris_t0_s2 [train] +total_reward:1658.60 total_reward_ma:2241.05 loss:-4.878 fps:126.8 +frame:1.37e+06 wall_t:10808 t:85625 epi:nan +opt_step:256689 lr:0.0003 alpha:0.008426 +2026-02-13 13:56:56 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_solaris_t0_s2 [train] +total_reward:1688.60 total_reward_ma:2232.72 loss:-4.726 fps:126.7 +frame:1.38e+06 wall_t:10888 t:86250 epi:nan +opt_step:258564 lr:0.0003 alpha:0.008349 +2026-02-13 13:58:17 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_solaris_t0_s2 [train] +total_reward:1688.60 total_reward_ma:2224.40 loss:-4.798 fps:126.7 +frame:1.39e+06 wall_t:10969 t:86875 epi:nan +opt_step:260439 lr:0.0003 alpha:0.008817 +2026-02-13 13:59:38 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_solaris_t0_s2 [train] +total_reward:1696.40 total_reward_ma:2216.15 loss:-4.464 fps:126.7 +frame:1.40e+06 wall_t:11050 t:87500 epi:nan +opt_step:262314 lr:0.0003 alpha:0.00941 +2026-02-13 14:00:58 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_solaris_t0_s2 [train] +total_reward:1665.60 total_reward_ma:2207.59 loss:-4.983 fps:126.7 +frame:1.41e+06 wall_t:11130 t:88125 epi:nan +opt_step:264189 lr:0.0003 alpha:0.01014 +2026-02-13 14:02:18 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_solaris_t0_s2 [train] +total_reward:1665.60 total_reward_ma:2199.03 loss:-5.168 fps:126.7 +frame:1.42e+06 wall_t:11211 t:88750 epi:nan +opt_step:266064 lr:0.0003 alpha:0.01106 +2026-02-13 14:03:39 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_solaris_t0_s2 [train] +total_reward:1652.80 total_reward_ma:2190.21 loss:-5.487 fps:126.6 +frame:1.43e+06 wall_t:11291 t:89375 epi:nan +opt_step:267939 lr:0.0003 alpha:0.01274 +2026-02-13 14:04:59 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_solaris_t0_s2 [train] +total_reward:1658.20 total_reward_ma:2182.14 loss:-5.506 fps:126.6 +frame:1.44e+06 wall_t:11371 t:90000 epi:nan +opt_step:269814 lr:0.0003 alpha:0.01293 +2026-02-13 14:06:19 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_solaris_t0_s2 [train] +total_reward:1667.40 total_reward_ma:2174.61 loss:-5.445 fps:126.6 +frame:1.45e+06 wall_t:11452 t:90625 epi:nan +opt_step:271689 lr:0.0003 alpha:0.01235 +2026-02-13 14:07:39 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_solaris_t0_s2 [train] +total_reward:1620.60 total_reward_ma:2166.62 loss:-5.261 fps:126.6 +frame:1.46e+06 wall_t:11532 t:91250 epi:nan +opt_step:273564 lr:0.0003 alpha:0.01263 +2026-02-13 14:09:00 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_solaris_t0_s2 [train] +total_reward:1610.80 total_reward_ma:2158.63 loss:-5.855 fps:126.6 +frame:1.47e+06 wall_t:11612 t:91875 epi:nan +opt_step:275439 lr:0.0003 alpha:0.01284 +2026-02-13 14:10:19 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_solaris_t0_s2 [train] +total_reward:1620.20 total_reward_ma:2150.59 loss:-5.875 fps:126.6 +frame:1.48e+06 wall_t:11692 t:92500 epi:nan +opt_step:277314 lr:0.0003 alpha:0.01321 +2026-02-13 14:11:40 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_solaris_t0_s2 [train] +total_reward:1586.60 total_reward_ma:2141.89 loss:-6.049 fps:126.6 +frame:1.49e+06 wall_t:11772 t:93125 epi:nan +opt_step:279189 lr:0.0003 alpha:0.01372 +2026-02-13 14:13:00 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_solaris_t0_s2 [train] +total_reward:1586.60 total_reward_ma:2133.19 loss:-5.725 fps:126.6 +frame:1.50e+06 wall_t:11852 t:93750 epi:nan +opt_step:281064 lr:0.0003 alpha:0.01305 +2026-02-13 14:14:20 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_solaris_t0_s2 [train] +total_reward:1582.20 total_reward_ma:2123.35 loss:-5.976 fps:126.5 +frame:1.51e+06 wall_t:11933 t:94375 epi:nan +opt_step:282939 lr:0.0003 alpha:0.01267 +2026-02-13 14:15:40 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_solaris_t0_s2 [train] +total_reward:1569.00 total_reward_ma:2113.38 loss:-5.952 fps:126.5 +frame:1.52e+06 wall_t:12012 t:95000 epi:nan +opt_step:284814 lr:0.0003 alpha:0.01285 +2026-02-13 14:17:00 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_solaris_t0_s2 [train] +total_reward:1569.80 total_reward_ma:2104.06 loss:-6.021 fps:126.5 +frame:1.53e+06 wall_t:12093 t:95625 epi:nan +opt_step:286689 lr:0.0003 alpha:0.01263 +2026-02-13 14:18:21 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_solaris_t0_s2 [train] +total_reward:1566.60 total_reward_ma:2094.84 loss:-5.865 fps:126.5 +frame:1.54e+06 wall_t:12173 t:96250 epi:nan +opt_step:288564 lr:0.0003 alpha:0.01169 +2026-02-13 14:19:42 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_solaris_t0_s2 [train] +total_reward:1573.40 total_reward_ma:2085.63 loss:-6.104 fps:126.5 +frame:1.55e+06 wall_t:12254 t:96875 epi:nan +opt_step:290439 lr:0.0003 alpha:0.01115 +2026-02-13 14:21:02 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_solaris_t0_s2 [train] +total_reward:1576.40 total_reward_ma:2076.76 loss:-5.977 fps:126.5 +frame:1.56e+06 wall_t:12335 t:97500 epi:nan +opt_step:292314 lr:0.0003 alpha:0.01135 +2026-02-13 14:22:22 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_solaris_t0_s2 [train] +total_reward:1576.40 total_reward_ma:2068.08 loss:-5.901 fps:126.5 +frame:1.57e+06 wall_t:12414 t:98125 epi:nan +opt_step:294189 lr:0.0003 alpha:0.01091 +2026-02-13 14:23:42 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_solaris_t0_s2 [train] +total_reward:1587.60 total_reward_ma:2059.14 loss:-6.019 fps:126.5 +frame:1.58e+06 wall_t:12494 t:98750 epi:nan +opt_step:296064 lr:0.0003 alpha:0.01098 +2026-02-13 14:25:02 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_solaris_t0_s2 [train] +total_reward:1599.40 total_reward_ma:2050.43 loss:-6.095 fps:126.4 +frame:1.59e+06 wall_t:12575 t:99375 epi:nan +opt_step:297939 lr:0.0003 alpha:0.01064 +2026-02-13 14:26:22 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_solaris_t0_s2 [train] +total_reward:1605.20 total_reward_ma:2041.76 loss:-5.748 fps:126.4 +frame:1.60e+06 wall_t:12655 t:100000 epi:nan +opt_step:299814 lr:0.0003 alpha:0.009757 +2026-02-13 14:27:42 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_solaris_t0_s2 [train] +total_reward:1612.80 total_reward_ma:2032.19 loss:-5.571 fps:126.4 +frame:1.61e+06 wall_t:12735 t:100625 epi:nan +opt_step:301689 lr:0.0003 alpha:0.00919 +2026-02-13 14:29:02 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_solaris_t0_s2 [train] +total_reward:1620.60 total_reward_ma:2022.76 loss:-5.565 fps:126.4 +frame:1.62e+06 wall_t:12815 t:101250 epi:nan +opt_step:303564 lr:0.0003 alpha:0.009791 +2026-02-13 14:30:22 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_solaris_t0_s2 [train] +total_reward:1621.60 total_reward_ma:2013.44 loss:-5.685 fps:126.4 +frame:1.63e+06 wall_t:12894 t:101875 epi:nan +opt_step:305439 lr:0.0003 alpha:0.01001 +2026-02-13 14:31:42 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_solaris_t0_s2 [train] +total_reward:1604.40 total_reward_ma:2003.87 loss:-5.615 fps:126.4 +frame:1.64e+06 wall_t:12974 t:102500 epi:nan +opt_step:307314 lr:0.0003 alpha:0.01019 +2026-02-13 14:33:03 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_solaris_t0_s2 [train] +total_reward:1604.40 total_reward_ma:1994.34 loss:-5.807 fps:126.4 +frame:1.65e+06 wall_t:13055 t:103125 epi:nan +opt_step:309189 lr:0.0003 alpha:0.01052 +2026-02-13 14:34:23 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_solaris_t0_s2 [train] +total_reward:1577.80 total_reward_ma:1984.55 loss:-5.793 fps:126.4 +frame:1.66e+06 wall_t:13136 t:103750 epi:nan +opt_step:311064 lr:0.0003 alpha:0.0104 +2026-02-13 14:35:44 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_solaris_t0_s2 [train] +total_reward:1589.80 total_reward_ma:1974.84 loss:-5.834 fps:126.4 +frame:1.67e+06 wall_t:13216 t:104375 epi:nan +opt_step:312939 lr:0.0003 alpha:0.0105 +2026-02-13 14:37:04 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_solaris_t0_s2 [train] +total_reward:1583.60 total_reward_ma:1965.10 loss:-5.469 fps:126.4 +frame:1.68e+06 wall_t:13296 t:105000 epi:nan +opt_step:314814 lr:0.0003 alpha:0.01002 +2026-02-13 14:38:24 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_solaris_t0_s2 [train] +total_reward:1596.80 total_reward_ma:1955.75 loss:-5.549 fps:126.3 +frame:1.69e+06 wall_t:13376 t:105625 epi:nan +opt_step:316689 lr:0.0003 alpha:0.009627 +2026-02-13 14:39:44 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_solaris_t0_s2 [train] +total_reward:1596.80 total_reward_ma:1946.50 loss:-5.36 fps:126.3 +frame:1.70e+06 wall_t:13456 t:106250 epi:nan +opt_step:318564 lr:0.0003 alpha:0.009891 +2026-02-13 14:41:04 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_solaris_t0_s2 [train] +total_reward:1595.00 total_reward_ma:1937.48 loss:-5.8 fps:126.3 +frame:1.71e+06 wall_t:13537 t:106875 epi:nan +opt_step:320439 lr:0.0003 alpha:0.01026 +2026-02-13 14:42:24 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_solaris_t0_s2 [train] +total_reward:1594.60 total_reward_ma:1928.55 loss:-5.646 fps:126.3 +frame:1.72e+06 wall_t:13617 t:107500 epi:nan +opt_step:322314 lr:0.0003 alpha:0.01031 +2026-02-13 14:43:44 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_solaris_t0_s2 [train] +total_reward:1591.20 total_reward_ma:1919.77 loss:-5.846 fps:126.3 +frame:1.73e+06 wall_t:13697 t:108125 epi:nan +opt_step:324189 lr:0.0003 alpha:0.01131 +2026-02-13 14:45:04 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_solaris_t0_s2 [train] +total_reward:1581.40 total_reward_ma:1911.00 loss:-5.724 fps:126.3 +frame:1.74e+06 wall_t:13777 t:108750 epi:nan +opt_step:326064 lr:0.0003 alpha:0.01179 +2026-02-13 14:46:25 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_solaris_t0_s2 [train] +total_reward:1581.40 total_reward_ma:1902.22 loss:-5.715 fps:126.3 +frame:1.75e+06 wall_t:13857 t:109375 epi:nan +opt_step:327939 lr:0.0003 alpha:0.01223 +2026-02-13 14:47:46 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_solaris_t0_s2 [train] +total_reward:1581.40 total_reward_ma:1893.53 loss:-5.776 fps:126.3 +frame:1.76e+06 wall_t:13939 t:110000 epi:nan +opt_step:329814 lr:0.0003 alpha:0.01205 +2026-02-13 14:49:06 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_solaris_t0_s2 [train] +total_reward:1558.00 total_reward_ma:1884.81 loss:-5.893 fps:126.3 +frame:1.77e+06 wall_t:14019 t:110625 epi:nan +opt_step:331689 lr:0.0003 alpha:0.01239 +2026-02-13 14:50:27 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_solaris_t0_s2 [train] +total_reward:1571.00 total_reward_ma:1876.22 loss:-5.806 fps:126.3 +frame:1.78e+06 wall_t:14099 t:111250 epi:nan +opt_step:333564 lr:0.0003 alpha:0.01202 +2026-02-13 14:51:47 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_solaris_t0_s2 [train] +total_reward:1578.20 total_reward_ma:1867.74 loss:-5.905 fps:126.2 +frame:1.79e+06 wall_t:14179 t:111875 epi:nan +opt_step:335439 lr:0.0003 alpha:0.01119 +2026-02-13 14:53:07 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_solaris_t0_s2 [train] +total_reward:1567.80 total_reward_ma:1859.15 loss:-5.859 fps:126.2 +frame:1.80e+06 wall_t:14259 t:112500 epi:nan +opt_step:337314 lr:0.0003 alpha:0.0106 +2026-02-13 14:54:27 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_solaris_t0_s2 [train] +total_reward:1596.60 total_reward_ma:1850.60 loss:-5.681 fps:126.2 +frame:1.81e+06 wall_t:14340 t:113125 epi:nan +opt_step:339189 lr:0.0003 alpha:0.01019 +2026-02-13 14:55:48 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_solaris_t0_s2 [train] +total_reward:1580.40 total_reward_ma:1842.25 loss:-5.992 fps:126.2 +frame:1.82e+06 wall_t:14420 t:113750 epi:nan +opt_step:341064 lr:0.0003 alpha:0.009598 +2026-02-13 14:57:09 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_solaris_t0_s2 [train] +total_reward:1598.20 total_reward_ma:1833.94 loss:-5.281 fps:126.2 +frame:1.83e+06 wall_t:14501 t:114375 epi:nan +opt_step:342939 lr:0.0003 alpha:0.009304 +2026-02-13 14:58:29 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_solaris_t0_s2 [train] +total_reward:1584.20 total_reward_ma:1825.49 loss:-5.333 fps:126.2 +frame:1.84e+06 wall_t:14581 t:115000 epi:nan +opt_step:344814 lr:0.0003 alpha:0.008855 +2026-02-13 14:59:49 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_solaris_t0_s2 [train] +total_reward:1579.00 total_reward_ma:1817.00 loss:-5.48 fps:126.2 +frame:1.85e+06 wall_t:14662 t:115625 epi:nan +opt_step:346689 lr:0.0003 alpha:0.008654 +2026-02-13 15:01:10 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_solaris_t0_s2 [train] +total_reward:1579.00 total_reward_ma:1808.51 loss:-5.064 fps:126.2 +frame:1.86e+06 wall_t:14742 t:116250 epi:nan +opt_step:348564 lr:0.0003 alpha:0.008528 +2026-02-13 15:02:28 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_solaris_t0_s2 [train] +total_reward:1579.00 total_reward_ma:1800.08 loss:-5.215 fps:126.2 +frame:1.87e+06 wall_t:14820 t:116875 epi:nan +opt_step:350439 lr:0.0003 alpha:0.009016 +2026-02-13 15:03:45 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_solaris_t0_s2 [train] +total_reward:1585.40 total_reward_ma:1791.73 loss:-5.128 fps:126.2 +frame:1.88e+06 wall_t:14897 t:117500 epi:nan +opt_step:352314 lr:0.0003 alpha:0.00928 +2026-02-13 15:05:02 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_solaris_t0_s2 [train] +total_reward:1552.20 total_reward_ma:1783.16 loss:-5.408 fps:126.2 +frame:1.89e+06 wall_t:14975 t:118125 epi:nan +opt_step:354189 lr:0.0003 alpha:0.009016 +2026-02-13 15:06:20 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_solaris_t0_s2 [train] +total_reward:1552.20 total_reward_ma:1775.12 loss:-5.197 fps:126.2 +frame:1.90e+06 wall_t:15052 t:118750 epi:nan +opt_step:356064 lr:0.0003 alpha:0.008682 +2026-02-13 15:07:37 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_solaris_t0_s2 [train] +total_reward:1565.80 total_reward_ma:1767.70 loss:-5.358 fps:126.2 +frame:1.91e+06 wall_t:15129 t:119375 epi:nan +opt_step:357939 lr:0.0003 alpha:0.008682 +2026-02-13 15:08:54 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_solaris_t0_s2 [train] +total_reward:1571.80 total_reward_ma:1760.87 loss:-5.371 fps:126.3 +frame:1.92e+06 wall_t:15206 t:120000 epi:nan +opt_step:359814 lr:0.0003 alpha:0.008857 +2026-02-13 15:10:10 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_solaris_t0_s2 [train] +total_reward:1571.80 total_reward_ma:1754.04 loss:-4.864 fps:126.3 +frame:1.93e+06 wall_t:15282 t:120625 epi:nan +opt_step:361689 lr:0.0003 alpha:0.008548 +2026-02-13 15:11:27 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_solaris_t0_s2 [train] +total_reward:1555.40 total_reward_ma:1747.05 loss:-5.25 fps:126.3 +frame:1.94e+06 wall_t:15359 t:121250 epi:nan +opt_step:363564 lr:0.0003 alpha:0.008586 +2026-02-13 15:12:43 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_solaris_t0_s2 [train] +total_reward:1573.00 total_reward_ma:1740.95 loss:-5.135 fps:126.3 +frame:1.95e+06 wall_t:15435 t:121875 epi:nan +opt_step:365439 lr:0.0003 alpha:0.00859 +2026-02-13 15:14:00 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_solaris_t0_s2 [train] +total_reward:1579.40 total_reward_ma:1735.14 loss:-5.063 fps:126.4 +frame:1.96e+06 wall_t:15512 t:122500 epi:nan +opt_step:367314 lr:0.0003 alpha:0.009046 +2026-02-13 15:15:16 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_solaris_t0_s2 [train] +total_reward:1579.40 total_reward_ma:1729.33 loss:-5.223 fps:126.4 +frame:1.97e+06 wall_t:15588 t:123125 epi:nan +opt_step:369189 lr:0.0003 alpha:0.008119 +2026-02-13 15:16:33 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_solaris_t0_s2 [train] +total_reward:1590.60 total_reward_ma:1723.63 loss:-4.9 fps:126.4 +frame:1.98e+06 wall_t:15665 t:123750 epi:nan +opt_step:371064 lr:0.0003 alpha:0.007894 +2026-02-13 15:17:50 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_solaris_t0_s2 [train] +total_reward:1583.40 total_reward_ma:1717.86 loss:-4.948 fps:126.4 +frame:1.99e+06 wall_t:15742 t:124375 epi:nan +opt_step:372939 lr:0.0003 alpha:0.008412 +2026-02-13 15:19:07 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_solaris_t0_s2 [train] +total_reward:1561.60 total_reward_ma:1711.88 loss:-5.134 fps:126.4 +frame:2.00e+06 wall_t:15819 t:125000 epi:nan +opt_step:374814 lr:0.0003 alpha:0.008733 +2026-02-13 15:19:08 | INFO | PID:1434 | slm_lab.lib.logger:info | Session 2 done diff --git a/data/sac_atari_solaris_2026_02_13_105520/log/sac_atari_solaris_t0_s3.log b/data/sac_atari_solaris_2026_02_13_105520/log/sac_atari_solaris_t0_s3.log new file mode 100644 index 0000000000000000000000000000000000000000..df4aaec46da417b25172930663b08a9b79a721d9 --- /dev/null +++ b/data/sac_atari_solaris_2026_02_13_105520/log/sac_atari_solaris_t0_s3.log @@ -0,0 +1,802 @@ +2026-02-13 10:55:25 | INFO | PID:1435 | slm_lab.env:_make_vector_env | AtariVectorEnv: 16 envs, native preprocessing +2026-02-13 10:57:23 | INFO | PID:1435 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_solaris_t0_s3 [train] +total_reward:nan total_reward_ma:nan loss:-18.03 fps:86.96 +frame:1.00e+04 wall_t:115 t:625 epi:nan +opt_step:1689 lr:0.0003 alpha:0.6311 +2026-02-13 10:58:39 | INFO | PID:1435 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_solaris_t0_s3 [train] +total_reward:nan total_reward_ma:nan loss:-27.69 fps:104.2 +frame:2.00e+04 wall_t:192 t:1250 epi:nan +opt_step:3564 lr:0.0003 alpha:0.4037 +2026-02-13 10:59:56 | INFO | PID:1435 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_solaris_t0_s3 [train] +total_reward:nan total_reward_ma:nan loss:-32.89 fps:111.9 +frame:3.00e+04 wall_t:268 t:1875 epi:nan +opt_step:5439 lr:0.0003 alpha:0.2644 +2026-02-13 11:01:14 | INFO | PID:1435 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_solaris_t0_s3 [train] +total_reward:1005.00 total_reward_ma:1005.00 loss:-34.6 fps:115.6 +frame:4.00e+04 wall_t:346 t:2500 epi:nan +opt_step:7314 lr:0.0003 alpha:0.1746 +2026-02-13 11:02:32 | INFO | PID:1435 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_solaris_t0_s3 [train] +total_reward:561.43 total_reward_ma:783.21 loss:-34.86 fps:117.6 +frame:5.00e+04 wall_t:425 t:3125 epi:nan +opt_step:9189 lr:0.0003 alpha:0.1158 +2026-02-13 11:03:50 | INFO | PID:1435 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_solaris_t0_s3 [train] +total_reward:482.11 total_reward_ma:682.84 loss:-33.42 fps:119.5 +frame:6.00e+04 wall_t:502 t:3750 epi:nan +opt_step:11064 lr:0.0003 alpha:0.07704 +2026-02-13 11:05:07 | INFO | PID:1435 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_solaris_t0_s3 [train] +total_reward:501.00 total_reward_ma:637.38 loss:-32.6 fps:120.9 +frame:7.00e+04 wall_t:579 t:4375 epi:nan +opt_step:12939 lr:0.0003 alpha:0.05139 +2026-02-13 11:06:25 | INFO | PID:1435 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_solaris_t0_s3 [train] +total_reward:3620.00 total_reward_ma:1233.91 loss:-30.36 fps:121.8 +frame:8.00e+04 wall_t:657 t:5000 epi:nan +opt_step:14814 lr:0.0003 alpha:0.03437 +2026-02-13 11:07:42 | INFO | PID:1435 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_solaris_t0_s3 [train] +total_reward:2500.00 total_reward_ma:1444.92 loss:-28.68 fps:122.6 +frame:9.00e+04 wall_t:734 t:5625 epi:nan +opt_step:16689 lr:0.0003 alpha:0.02306 +2026-02-13 11:08:59 | INFO | PID:1435 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_solaris_t0_s3 [train] +total_reward:2584.00 total_reward_ma:1607.65 loss:-26.42 fps:123.3 +frame:1.00e+05 wall_t:811 t:6250 epi:nan +opt_step:18564 lr:0.0003 alpha:0.01554 +2026-02-13 11:10:18 | INFO | PID:1435 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_solaris_t0_s3 [train] +total_reward:2792.50 total_reward_ma:1755.75 loss:-24.73 fps:123.6 +frame:1.10e+05 wall_t:890 t:6875 epi:nan +opt_step:20439 lr:0.0003 alpha:0.01053 +2026-02-13 11:11:36 | INFO | PID:1435 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_solaris_t0_s3 [train] +total_reward:2494.55 total_reward_ma:1837.84 loss:-22.43 fps:124 +frame:1.20e+05 wall_t:968 t:7500 epi:nan +opt_step:22314 lr:0.0003 alpha:0.007203 +2026-02-13 11:12:53 | INFO | PID:1435 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_solaris_t0_s3 [train] +total_reward:2267.14 total_reward_ma:1880.77 loss:-20.91 fps:124.4 +frame:1.30e+05 wall_t:1045 t:8125 epi:nan +opt_step:24189 lr:0.0003 alpha:0.006738 +2026-02-13 11:14:11 | INFO | PID:1435 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_solaris_t0_s3 [train] +total_reward:2071.25 total_reward_ma:1898.09 loss:-18.97 fps:124.7 +frame:1.40e+05 wall_t:1123 t:8750 epi:nan +opt_step:26064 lr:0.0003 alpha:0.006738 +2026-02-13 11:15:29 | INFO | PID:1435 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_solaris_t0_s3 [train] +total_reward:2071.25 total_reward_ma:1912.52 loss:-17.61 fps:124.9 +frame:1.50e+05 wall_t:1201 t:9375 epi:nan +opt_step:27939 lr:0.0003 alpha:0.006738 +2026-02-13 11:16:46 | INFO | PID:1435 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_solaris_t0_s3 [train] +total_reward:2071.25 total_reward_ma:1924.73 loss:-15.96 fps:125.1 +frame:1.60e+05 wall_t:1279 t:10000 epi:nan +opt_step:29814 lr:0.0003 alpha:0.006738 +2026-02-13 11:18:05 | INFO | PID:1435 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_solaris_t0_s3 [train] +total_reward:2071.25 total_reward_ma:1935.19 loss:-15.07 fps:125.3 +frame:1.70e+05 wall_t:1357 t:10625 epi:nan +opt_step:31689 lr:0.0003 alpha:0.006738 +2026-02-13 11:19:24 | INFO | PID:1435 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_solaris_t0_s3 [train] +total_reward:2071.25 total_reward_ma:1944.26 loss:-13.59 fps:125.3 +frame:1.80e+05 wall_t:1436 t:11250 epi:nan +opt_step:33564 lr:0.0003 alpha:0.006738 +2026-02-13 11:20:43 | INFO | PID:1435 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_solaris_t0_s3 [train] +total_reward:1974.44 total_reward_ma:1946.15 loss:-12.77 fps:125.4 +frame:1.90e+05 wall_t:1515 t:11875 epi:nan +opt_step:35439 lr:0.0003 alpha:0.006738 +2026-02-13 11:22:00 | INFO | PID:1435 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_solaris_t0_s3 [train] +total_reward:1957.00 total_reward_ma:1946.79 loss:-11.75 fps:125.5 +frame:2.00e+05 wall_t:1593 t:12500 epi:nan +opt_step:37314 lr:0.0003 alpha:0.006738 +2026-02-13 11:23:19 | INFO | PID:1435 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_solaris_t0_s3 [train] +total_reward:1913.64 total_reward_ma:1944.95 loss:-10.9 fps:125.7 +frame:2.10e+05 wall_t:1671 t:13125 epi:nan +opt_step:39189 lr:0.0003 alpha:0.006738 +2026-02-13 11:24:36 | INFO | PID:1435 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_solaris_t0_s3 [train] +total_reward:2014.40 total_reward_ma:1948.60 loss:-10.11 fps:125.9 +frame:2.20e+05 wall_t:1748 t:13750 epi:nan +opt_step:41064 lr:0.0003 alpha:0.006738 +2026-02-13 11:25:54 | INFO | PID:1435 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_solaris_t0_s3 [train] +total_reward:2014.40 total_reward_ma:1951.89 loss:-9.416 fps:126 +frame:2.30e+05 wall_t:1826 t:14375 epi:nan +opt_step:42939 lr:0.0003 alpha:0.006738 +2026-02-13 11:27:12 | INFO | PID:1435 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_solaris_t0_s3 [train] +total_reward:2010.37 total_reward_ma:1954.68 loss:-8.752 fps:126.1 +frame:2.40e+05 wall_t:1904 t:15000 epi:nan +opt_step:44814 lr:0.0003 alpha:0.006738 +2026-02-13 11:28:29 | INFO | PID:1435 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_solaris_t0_s3 [train] +total_reward:1916.00 total_reward_ma:1952.92 loss:-8.174 fps:126.1 +frame:2.50e+05 wall_t:1982 t:15625 epi:nan +opt_step:46689 lr:0.0003 alpha:0.006738 +2026-02-13 11:29:47 | INFO | PID:1435 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_solaris_t0_s3 [train] +total_reward:2003.12 total_reward_ma:1955.10 loss:-7.581 fps:126.3 +frame:2.60e+05 wall_t:2059 t:16250 epi:nan +opt_step:48564 lr:0.0003 alpha:0.006738 +2026-02-13 11:31:04 | INFO | PID:1435 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_solaris_t0_s3 [train] +total_reward:2003.12 total_reward_ma:1957.10 loss:-7.113 fps:126.4 +frame:2.70e+05 wall_t:2136 t:16875 epi:nan +opt_step:50439 lr:0.0003 alpha:0.006738 +2026-02-13 11:32:21 | INFO | PID:1435 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_solaris_t0_s3 [train] +total_reward:2003.12 total_reward_ma:1958.94 loss:-6.671 fps:126.5 +frame:2.80e+05 wall_t:2214 t:17500 epi:nan +opt_step:52314 lr:0.0003 alpha:0.006738 +2026-02-13 11:33:39 | INFO | PID:1435 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_solaris_t0_s3 [train] +total_reward:1988.48 total_reward_ma:1960.08 loss:-6.275 fps:126.6 +frame:2.90e+05 wall_t:2291 t:18125 epi:nan +opt_step:54189 lr:0.0003 alpha:0.006738 +2026-02-13 11:34:57 | INFO | PID:1435 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_solaris_t0_s3 [train] +total_reward:2017.14 total_reward_ma:1962.19 loss:-5.833 fps:126.6 +frame:3.00e+05 wall_t:2369 t:18750 epi:nan +opt_step:56064 lr:0.0003 alpha:0.006738 +2026-02-13 11:36:15 | INFO | PID:1435 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_solaris_t0_s3 [train] +total_reward:2035.56 total_reward_ma:1964.81 loss:-5.558 fps:126.7 +frame:3.10e+05 wall_t:2447 t:19375 epi:nan +opt_step:57939 lr:0.0003 alpha:0.006738 +2026-02-13 11:37:33 | INFO | PID:1435 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_solaris_t0_s3 [train] +total_reward:2019.47 total_reward_ma:1966.70 loss:-5.215 fps:126.7 +frame:3.20e+05 wall_t:2525 t:20000 epi:nan +opt_step:59814 lr:0.0003 alpha:0.006738 +2026-02-13 11:38:50 | INFO | PID:1435 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_solaris_t0_s3 [train] +total_reward:2117.44 total_reward_ma:1971.72 loss:-4.962 fps:126.8 +frame:3.30e+05 wall_t:2602 t:20625 epi:nan +opt_step:61689 lr:0.0003 alpha:0.006738 +2026-02-13 11:40:08 | INFO | PID:1435 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_solaris_t0_s3 [train] +total_reward:2151.90 total_reward_ma:1977.54 loss:-4.708 fps:126.9 +frame:3.40e+05 wall_t:2680 t:21250 epi:nan +opt_step:63564 lr:0.0003 alpha:0.006738 +2026-02-13 11:41:25 | INFO | PID:1435 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_solaris_t0_s3 [train] +total_reward:2182.79 total_reward_ma:1983.95 loss:-4.465 fps:126.9 +frame:3.50e+05 wall_t:2758 t:21875 epi:nan +opt_step:65439 lr:0.0003 alpha:0.006738 +2026-02-13 11:42:42 | INFO | PID:1435 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_solaris_t0_s3 [train] +total_reward:2182.79 total_reward_ma:1989.98 loss:-4.262 fps:127 +frame:3.60e+05 wall_t:2835 t:22500 epi:nan +opt_step:67314 lr:0.0003 alpha:0.006738 +2026-02-13 11:44:00 | INFO | PID:1435 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_solaris_t0_s3 [train] +total_reward:2243.48 total_reward_ma:1997.43 loss:-4.066 fps:127.1 +frame:3.70e+05 wall_t:2912 t:23125 epi:nan +opt_step:69189 lr:0.0003 alpha:0.006738 +2026-02-13 11:45:16 | INFO | PID:1435 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_solaris_t0_s3 [train] +total_reward:2233.62 total_reward_ma:2004.18 loss:-3.874 fps:127.1 +frame:3.80e+05 wall_t:2989 t:23750 epi:nan +opt_step:71064 lr:0.0003 alpha:0.006738 +2026-02-13 11:46:33 | INFO | PID:1435 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_solaris_t0_s3 [train] +total_reward:2210.42 total_reward_ma:2009.91 loss:-3.738 fps:127.2 +frame:3.90e+05 wall_t:3066 t:24375 epi:nan +opt_step:72939 lr:0.0003 alpha:0.006738 +2026-02-13 11:47:50 | INFO | PID:1435 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_solaris_t0_s3 [train] +total_reward:2205.71 total_reward_ma:2015.20 loss:-3.596 fps:127.3 +frame:4.00e+05 wall_t:3143 t:25000 epi:nan +opt_step:74814 lr:0.0003 alpha:0.006738 +2026-02-13 11:49:08 | INFO | PID:1435 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_solaris_t0_s3 [train] +total_reward:2200.40 total_reward_ma:2020.07 loss:-3.455 fps:127.3 +frame:4.10e+05 wall_t:3220 t:25625 epi:nan +opt_step:76689 lr:0.0003 alpha:0.006738 +2026-02-13 11:50:26 | INFO | PID:1435 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_solaris_t0_s3 [train] +total_reward:2161.13 total_reward_ma:2023.69 loss:-3.335 fps:127.3 +frame:4.20e+05 wall_t:3299 t:26250 epi:nan +opt_step:78564 lr:0.0003 alpha:0.006738 +2026-02-13 11:51:44 | INFO | PID:1435 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_solaris_t0_s3 [train] +total_reward:2169.63 total_reward_ma:2027.34 loss:-3.222 fps:127.4 +frame:4.30e+05 wall_t:3376 t:26875 epi:nan +opt_step:80439 lr:0.0003 alpha:0.006738 +2026-02-13 11:53:01 | INFO | PID:1435 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_solaris_t0_s3 [train] +total_reward:2161.09 total_reward_ma:2030.60 loss:-3.1 fps:127.4 +frame:4.40e+05 wall_t:3453 t:27500 epi:nan +opt_step:82314 lr:0.0003 alpha:0.006738 +2026-02-13 11:54:18 | INFO | PID:1435 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_solaris_t0_s3 [train] +total_reward:2148.77 total_reward_ma:2033.42 loss:-3.07 fps:127.5 +frame:4.50e+05 wall_t:3530 t:28125 epi:nan +opt_step:84189 lr:0.0003 alpha:0.006738 +2026-02-13 11:55:35 | INFO | PID:1435 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_solaris_t0_s3 [train] +total_reward:2128.28 total_reward_ma:2035.62 loss:-2.932 fps:127.5 +frame:4.60e+05 wall_t:3607 t:28750 epi:nan +opt_step:86064 lr:0.0003 alpha:0.006738 +2026-02-13 11:56:52 | INFO | PID:1435 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_solaris_t0_s3 [train] +total_reward:2156.27 total_reward_ma:2038.36 loss:-2.916 fps:127.6 +frame:4.70e+05 wall_t:3684 t:29375 epi:nan +opt_step:87939 lr:0.0003 alpha:0.006738 +2026-02-13 11:58:10 | INFO | PID:1435 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_solaris_t0_s3 [train] +total_reward:2161.00 total_reward_ma:2041.09 loss:-2.869 fps:127.6 +frame:4.80e+05 wall_t:3762 t:30000 epi:nan +opt_step:89814 lr:0.0003 alpha:0.006738 +2026-02-13 11:59:28 | INFO | PID:1435 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_solaris_t0_s3 [train] +total_reward:2136.45 total_reward_ma:2043.16 loss:-2.75 fps:127.6 +frame:4.90e+05 wall_t:3840 t:30625 epi:nan +opt_step:91689 lr:0.0003 alpha:0.006738 +2026-02-13 12:00:46 | INFO | PID:1435 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_solaris_t0_s3 [train] +total_reward:2121.59 total_reward_ma:2044.83 loss:-2.736 fps:127.6 +frame:5.00e+05 wall_t:3918 t:31250 epi:nan +opt_step:93564 lr:0.0003 alpha:0.006738 +2026-02-13 12:02:05 | INFO | PID:1435 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_solaris_t0_s3 [train] +total_reward:2127.19 total_reward_ma:2046.55 loss:-2.666 fps:127.6 +frame:5.10e+05 wall_t:3997 t:31875 epi:nan +opt_step:95439 lr:0.0003 alpha:0.006738 +2026-02-13 12:03:23 | INFO | PID:1435 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_solaris_t0_s3 [train] +total_reward:2122.46 total_reward_ma:2048.10 loss:-2.593 fps:127.6 +frame:5.20e+05 wall_t:4075 t:32500 epi:nan +opt_step:97314 lr:0.0003 alpha:0.006738 +2026-02-13 12:04:41 | INFO | PID:1435 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_solaris_t0_s3 [train] +total_reward:2096.12 total_reward_ma:2049.06 loss:-2.604 fps:127.6 +frame:5.30e+05 wall_t:4154 t:33125 epi:nan +opt_step:99189 lr:0.0003 alpha:0.006738 +2026-02-13 12:06:00 | INFO | PID:1435 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_solaris_t0_s3 [train] +total_reward:2127.35 total_reward_ma:2050.59 loss:-2.528 fps:127.6 +frame:5.40e+05 wall_t:4232 t:33750 epi:nan +opt_step:101064 lr:0.0003 alpha:0.006738 +2026-02-13 12:07:19 | INFO | PID:1435 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_solaris_t0_s3 [train] +total_reward:2162.54 total_reward_ma:2052.74 loss:-2.528 fps:127.6 +frame:5.50e+05 wall_t:4311 t:34375 epi:nan +opt_step:102939 lr:0.0003 alpha:0.006738 +2026-02-13 12:08:36 | INFO | PID:1435 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_solaris_t0_s3 [train] +total_reward:2148.27 total_reward_ma:2054.55 loss:-2.453 fps:127.6 +frame:5.60e+05 wall_t:4388 t:35000 epi:nan +opt_step:104814 lr:0.0003 alpha:0.006738 +2026-02-13 12:09:54 | INFO | PID:1435 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_solaris_t0_s3 [train] +total_reward:2139.74 total_reward_ma:2056.12 loss:-2.453 fps:127.6 +frame:5.70e+05 wall_t:4466 t:35625 epi:nan +opt_step:106689 lr:0.0003 alpha:0.006738 +2026-02-13 12:11:11 | INFO | PID:1435 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_solaris_t0_s3 [train] +total_reward:2139.74 total_reward_ma:2057.64 loss:-2.4 fps:127.6 +frame:5.80e+05 wall_t:4544 t:36250 epi:nan +opt_step:108564 lr:0.0003 alpha:0.006738 +2026-02-13 12:12:29 | INFO | PID:1435 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_solaris_t0_s3 [train] +total_reward:2139.74 total_reward_ma:2059.11 loss:-2.464 fps:127.7 +frame:5.90e+05 wall_t:4622 t:36875 epi:nan +opt_step:110439 lr:0.0003 alpha:0.006738 +2026-02-13 12:13:47 | INFO | PID:1435 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_solaris_t0_s3 [train] +total_reward:2139.74 total_reward_ma:2060.52 loss:-2.417 fps:127.7 +frame:6.00e+05 wall_t:4699 t:37500 epi:nan +opt_step:112314 lr:0.0003 alpha:0.006738 +2026-02-13 12:15:04 | INFO | PID:1435 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_solaris_t0_s3 [train] +total_reward:2112.35 total_reward_ma:2061.42 loss:-2.43 fps:127.7 +frame:6.10e+05 wall_t:4777 t:38125 epi:nan +opt_step:114189 lr:0.0003 alpha:0.006738 +2026-02-13 12:16:22 | INFO | PID:1435 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_solaris_t0_s3 [train] +total_reward:2112.35 total_reward_ma:2062.28 loss:-2.344 fps:127.7 +frame:6.20e+05 wall_t:4854 t:38750 epi:nan +opt_step:116064 lr:0.0003 alpha:0.006738 +2026-02-13 12:17:40 | INFO | PID:1435 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_solaris_t0_s3 [train] +total_reward:2095.90 total_reward_ma:2062.84 loss:-2.426 fps:127.7 +frame:6.30e+05 wall_t:4932 t:39375 epi:nan +opt_step:117939 lr:0.0003 alpha:0.006738 +2026-02-13 12:18:58 | INFO | PID:1435 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_solaris_t0_s3 [train] +total_reward:2091.76 total_reward_ma:2063.32 loss:-2.309 fps:127.7 +frame:6.40e+05 wall_t:5010 t:40000 epi:nan +opt_step:119814 lr:0.0003 alpha:0.006738 +2026-02-13 12:20:17 | INFO | PID:1435 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_solaris_t0_s3 [train] +total_reward:2099.54 total_reward_ma:2063.90 loss:-2.273 fps:127.7 +frame:6.50e+05 wall_t:5089 t:40625 epi:nan +opt_step:121689 lr:0.0003 alpha:0.006738 +2026-02-13 12:21:36 | INFO | PID:1435 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_solaris_t0_s3 [train] +total_reward:2096.59 total_reward_ma:2064.42 loss:-2.421 fps:127.7 +frame:6.60e+05 wall_t:5168 t:41250 epi:nan +opt_step:123564 lr:0.0003 alpha:0.006738 +2026-02-13 12:22:54 | INFO | PID:1435 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_solaris_t0_s3 [train] +total_reward:2096.59 total_reward_ma:2064.92 loss:-2.329 fps:127.7 +frame:6.70e+05 wall_t:5246 t:41875 epi:nan +opt_step:125439 lr:0.0003 alpha:0.006738 +2026-02-13 12:24:12 | INFO | PID:1435 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_solaris_t0_s3 [train] +total_reward:2103.91 total_reward_ma:2065.52 loss:-2.383 fps:127.7 +frame:6.80e+05 wall_t:5325 t:42500 epi:nan +opt_step:127314 lr:0.0003 alpha:0.006738 +2026-02-13 12:25:29 | INFO | PID:1435 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_solaris_t0_s3 [train] +total_reward:2103.91 total_reward_ma:2066.10 loss:-2.374 fps:127.8 +frame:6.90e+05 wall_t:5401 t:43125 epi:nan +opt_step:129189 lr:0.0003 alpha:0.006738 +2026-02-13 12:26:45 | INFO | PID:1435 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_solaris_t0_s3 [train] +total_reward:2103.91 total_reward_ma:2066.67 loss:-2.331 fps:127.8 +frame:7.00e+05 wall_t:5478 t:43750 epi:nan +opt_step:131064 lr:0.0003 alpha:0.006738 +2026-02-13 12:28:02 | INFO | PID:1435 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_solaris_t0_s3 [train] +total_reward:2127.66 total_reward_ma:2067.56 loss:-2.441 fps:127.8 +frame:7.10e+05 wall_t:5554 t:44375 epi:nan +opt_step:132939 lr:0.0003 alpha:0.006738 +2026-02-13 12:29:19 | INFO | PID:1435 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_solaris_t0_s3 [train] +total_reward:2127.66 total_reward_ma:2068.44 loss:-2.452 fps:127.9 +frame:7.20e+05 wall_t:5631 t:45000 epi:nan +opt_step:134814 lr:0.0003 alpha:0.006738 +2026-02-13 12:30:35 | INFO | PID:1435 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_solaris_t0_s3 [train] +total_reward:2110.52 total_reward_ma:2069.04 loss:-2.455 fps:127.9 +frame:7.30e+05 wall_t:5708 t:45625 epi:nan +opt_step:136689 lr:0.0003 alpha:0.006738 +2026-02-13 12:31:52 | INFO | PID:1435 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_solaris_t0_s3 [train] +total_reward:2110.52 total_reward_ma:2069.62 loss:-2.458 fps:127.9 +frame:7.40e+05 wall_t:5784 t:46250 epi:nan +opt_step:138564 lr:0.0003 alpha:0.006738 +2026-02-13 12:33:09 | INFO | PID:1435 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_solaris_t0_s3 [train] +total_reward:2080.00 total_reward_ma:2069.76 loss:-2.412 fps:127.9 +frame:7.50e+05 wall_t:5862 t:46875 epi:nan +opt_step:140439 lr:0.0003 alpha:0.006738 +2026-02-13 12:34:26 | INFO | PID:1435 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_solaris_t0_s3 [train] +total_reward:2080.40 total_reward_ma:2069.91 loss:-2.389 fps:128 +frame:7.60e+05 wall_t:5938 t:47500 epi:nan +opt_step:142314 lr:0.0003 alpha:0.006738 +2026-02-13 12:35:42 | INFO | PID:1435 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_solaris_t0_s3 [train] +total_reward:2070.00 total_reward_ma:2069.91 loss:-2.485 fps:128 +frame:7.70e+05 wall_t:6014 t:48125 epi:nan +opt_step:144189 lr:0.0003 alpha:0.006738 +2026-02-13 12:36:59 | INFO | PID:1435 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_solaris_t0_s3 [train] +total_reward:2028.20 total_reward_ma:2069.36 loss:-2.439 fps:128.1 +frame:7.80e+05 wall_t:6091 t:48750 epi:nan +opt_step:146064 lr:0.0003 alpha:0.006738 +2026-02-13 12:38:16 | INFO | PID:1435 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_solaris_t0_s3 [train] +total_reward:2025.60 total_reward_ma:2068.78 loss:-2.49 fps:128.1 +frame:7.90e+05 wall_t:6168 t:49375 epi:nan +opt_step:147939 lr:0.0003 alpha:0.006738 +2026-02-13 12:39:32 | INFO | PID:1435 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_solaris_t0_s3 [train] +total_reward:2016.20 total_reward_ma:2068.10 loss:-2.441 fps:128.1 +frame:8.00e+05 wall_t:6245 t:50000 epi:nan +opt_step:149814 lr:0.0003 alpha:0.006738 +2026-02-13 12:40:50 | INFO | PID:1435 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_solaris_t0_s3 [train] +total_reward:2007.80 total_reward_ma:2067.32 loss:-2.311 fps:128.1 +frame:8.10e+05 wall_t:6322 t:50625 epi:nan +opt_step:151689 lr:0.0003 alpha:0.006738 +2026-02-13 12:42:07 | INFO | PID:1435 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_solaris_t0_s3 [train] +total_reward:1990.40 total_reward_ma:2066.35 loss:-2.506 fps:128.1 +frame:8.20e+05 wall_t:6399 t:51250 epi:nan +opt_step:153564 lr:0.0003 alpha:0.006738 +2026-02-13 12:43:24 | INFO | PID:1435 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_solaris_t0_s3 [train] +total_reward:1974.20 total_reward_ma:2065.20 loss:-2.387 fps:128.2 +frame:8.30e+05 wall_t:6476 t:51875 epi:nan +opt_step:155439 lr:0.0003 alpha:0.006738 +2026-02-13 12:44:44 | INFO | PID:1435 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_solaris_t0_s3 [train] +total_reward:1974.20 total_reward_ma:2064.07 loss:-2.693 fps:128.1 +frame:8.40e+05 wall_t:6556 t:52500 epi:nan +opt_step:157314 lr:0.0003 alpha:0.006738 +2026-02-13 12:46:04 | INFO | PID:1435 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_solaris_t0_s3 [train] +total_reward:1984.20 total_reward_ma:2063.10 loss:-2.52 fps:128.1 +frame:8.50e+05 wall_t:6636 t:53125 epi:nan +opt_step:159189 lr:0.0003 alpha:0.006738 +2026-02-13 12:47:24 | INFO | PID:1435 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_solaris_t0_s3 [train] +total_reward:1997.60 total_reward_ma:2062.31 loss:-2.466 fps:128.1 +frame:8.60e+05 wall_t:6716 t:53750 epi:nan +opt_step:161064 lr:0.0003 alpha:0.006738 +2026-02-13 12:48:44 | INFO | PID:1435 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_solaris_t0_s3 [train] +total_reward:2012.00 total_reward_ma:2061.71 loss:-2.612 fps:128 +frame:8.70e+05 wall_t:6797 t:54375 epi:nan +opt_step:162939 lr:0.0003 alpha:0.006738 +2026-02-13 12:50:04 | INFO | PID:1435 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_solaris_t0_s3 [train] +total_reward:2047.00 total_reward_ma:2061.54 loss:-2.442 fps:128 +frame:8.80e+05 wall_t:6877 t:55000 epi:nan +opt_step:164814 lr:0.0003 alpha:0.006738 +2026-02-13 12:51:25 | INFO | PID:1435 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_solaris_t0_s3 [train] +total_reward:2063.00 total_reward_ma:2061.56 loss:-2.545 fps:127.9 +frame:8.90e+05 wall_t:6957 t:55625 epi:nan +opt_step:166689 lr:0.0003 alpha:0.006738 +2026-02-13 12:52:45 | INFO | PID:1435 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_solaris_t0_s3 [train] +total_reward:2035.80 total_reward_ma:2061.26 loss:-2.618 fps:127.9 +frame:9.00e+05 wall_t:7037 t:56250 epi:nan +opt_step:168564 lr:0.0003 alpha:0.006738 +2026-02-13 12:54:06 | INFO | PID:1435 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_solaris_t0_s3 [train] +total_reward:2014.80 total_reward_ma:2060.73 loss:-2.56 fps:127.8 +frame:9.10e+05 wall_t:7118 t:56875 epi:nan +opt_step:170439 lr:0.0003 alpha:0.006738 +2026-02-13 12:55:26 | INFO | PID:1435 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_solaris_t0_s3 [train] +total_reward:2026.40 total_reward_ma:2060.35 loss:-2.61 fps:127.8 +frame:9.20e+05 wall_t:7198 t:57500 epi:nan +opt_step:172314 lr:0.0003 alpha:0.006738 +2026-02-13 12:56:46 | INFO | PID:1435 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_solaris_t0_s3 [train] +total_reward:2026.40 total_reward_ma:2059.97 loss:-2.494 fps:127.8 +frame:9.30e+05 wall_t:7278 t:58125 epi:nan +opt_step:174189 lr:0.0003 alpha:0.006738 +2026-02-13 12:58:07 | INFO | PID:1435 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_solaris_t0_s3 [train] +total_reward:2036.40 total_reward_ma:2059.71 loss:-2.785 fps:127.7 +frame:9.40e+05 wall_t:7359 t:58750 epi:nan +opt_step:176064 lr:0.0003 alpha:0.006738 +2026-02-13 12:59:28 | INFO | PID:1435 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_solaris_t0_s3 [train] +total_reward:2043.00 total_reward_ma:2059.53 loss:-2.817 fps:127.7 +frame:9.50e+05 wall_t:7440 t:59375 epi:nan +opt_step:177939 lr:0.0003 alpha:0.006738 +2026-02-13 13:00:49 | INFO | PID:1435 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_solaris_t0_s3 [train] +total_reward:2025.00 total_reward_ma:2059.16 loss:-2.681 fps:127.6 +frame:9.60e+05 wall_t:7521 t:60000 epi:nan +opt_step:179814 lr:0.0003 alpha:0.006738 +2026-02-13 13:02:09 | INFO | PID:1435 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_solaris_t0_s3 [train] +total_reward:2028.40 total_reward_ma:2058.83 loss:-2.932 fps:127.6 +frame:9.70e+05 wall_t:7601 t:60625 epi:nan +opt_step:181689 lr:0.0003 alpha:0.006738 +2026-02-13 13:03:29 | INFO | PID:1435 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_solaris_t0_s3 [train] +total_reward:2006.40 total_reward_ma:2058.28 loss:-2.774 fps:127.6 +frame:9.80e+05 wall_t:7681 t:61250 epi:nan +opt_step:183564 lr:0.0003 alpha:0.006738 +2026-02-13 13:04:49 | INFO | PID:1435 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_solaris_t0_s3 [train] +total_reward:2013.20 total_reward_ma:2057.81 loss:-2.646 fps:127.5 +frame:9.90e+05 wall_t:7762 t:61875 epi:nan +opt_step:185439 lr:0.0003 alpha:0.006738 +2026-02-13 13:06:11 | INFO | PID:1435 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_solaris_t0_s3 [train] +total_reward:2009.40 total_reward_ma:2057.31 loss:-2.661 fps:127.5 +frame:1.00e+06 wall_t:7843 t:62500 epi:nan +opt_step:187314 lr:0.0003 alpha:0.006738 +2026-02-13 13:07:32 | INFO | PID:1435 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_solaris_t0_s3 [train] +total_reward:1997.80 total_reward_ma:2056.70 loss:-2.964 fps:127.5 +frame:1.01e+06 wall_t:7924 t:63125 epi:nan +opt_step:189189 lr:0.0003 alpha:0.006738 +2026-02-13 13:08:52 | INFO | PID:1435 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_solaris_t0_s3 [train] +total_reward:1981.20 total_reward_ma:2055.94 loss:-2.77 fps:127.4 +frame:1.02e+06 wall_t:8004 t:63750 epi:nan +opt_step:191064 lr:0.0003 alpha:0.006738 +2026-02-13 13:10:12 | INFO | PID:1435 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_solaris_t0_s3 [train] +total_reward:1981.20 total_reward_ma:2055.19 loss:-2.927 fps:127.4 +frame:1.03e+06 wall_t:8084 t:64375 epi:nan +opt_step:192939 lr:0.0003 alpha:0.006738 +2026-02-13 13:11:32 | INFO | PID:1435 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_solaris_t0_s3 [train] +total_reward:1930.20 total_reward_ma:2064.44 loss:-2.678 fps:127.4 +frame:1.04e+06 wall_t:8164 t:65000 epi:nan +opt_step:194814 lr:0.0003 alpha:0.006738 +2026-02-13 13:12:52 | INFO | PID:1435 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_solaris_t0_s3 [train] +total_reward:1911.80 total_reward_ma:2077.95 loss:-2.979 fps:127.4 +frame:1.05e+06 wall_t:8244 t:65625 epi:nan +opt_step:196689 lr:0.0003 alpha:0.006738 +2026-02-13 13:14:12 | INFO | PID:1435 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_solaris_t0_s3 [train] +total_reward:1898.20 total_reward_ma:2092.11 loss:-2.985 fps:127.3 +frame:1.06e+06 wall_t:8324 t:66250 epi:nan +opt_step:198564 lr:0.0003 alpha:0.006738 +2026-02-13 13:15:33 | INFO | PID:1435 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_solaris_t0_s3 [train] +total_reward:1939.80 total_reward_ma:2106.50 loss:-2.779 fps:127.3 +frame:1.07e+06 wall_t:8406 t:66875 epi:nan +opt_step:200439 lr:0.0003 alpha:0.006738 +2026-02-13 13:16:53 | INFO | PID:1435 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_solaris_t0_s3 [train] +total_reward:1912.20 total_reward_ma:2089.42 loss:-2.729 fps:127.3 +frame:1.08e+06 wall_t:8486 t:67500 epi:nan +opt_step:202314 lr:0.0003 alpha:0.006738 +2026-02-13 13:18:13 | INFO | PID:1435 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_solaris_t0_s3 [train] +total_reward:1916.80 total_reward_ma:2083.59 loss:-2.889 fps:127.2 +frame:1.09e+06 wall_t:8566 t:68125 epi:nan +opt_step:204189 lr:0.0003 alpha:0.006738 +2026-02-13 13:19:34 | INFO | PID:1435 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_solaris_t0_s3 [train] +total_reward:1935.20 total_reward_ma:2077.10 loss:-2.875 fps:127.2 +frame:1.10e+06 wall_t:8646 t:68750 epi:nan +opt_step:206064 lr:0.0003 alpha:0.006738 +2026-02-13 13:20:55 | INFO | PID:1435 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_solaris_t0_s3 [train] +total_reward:1891.20 total_reward_ma:2068.09 loss:-3.046 fps:127.2 +frame:1.11e+06 wall_t:8727 t:69375 epi:nan +opt_step:207939 lr:0.0003 alpha:0.006738 +2026-02-13 13:22:15 | INFO | PID:1435 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_solaris_t0_s3 [train] +total_reward:1886.40 total_reward_ma:2062.00 loss:-2.837 fps:127.2 +frame:1.12e+06 wall_t:8807 t:70000 epi:nan +opt_step:209814 lr:0.0003 alpha:0.006738 +2026-02-13 13:23:35 | INFO | PID:1435 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_solaris_t0_s3 [train] +total_reward:1873.40 total_reward_ma:2058.07 loss:-3.012 fps:127.2 +frame:1.13e+06 wall_t:8887 t:70625 epi:nan +opt_step:211689 lr:0.0003 alpha:0.006738 +2026-02-13 13:24:56 | INFO | PID:1435 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_solaris_t0_s3 [train] +total_reward:1855.00 total_reward_ma:2055.90 loss:-2.951 fps:127.1 +frame:1.14e+06 wall_t:8968 t:71250 epi:nan +opt_step:213564 lr:0.0003 alpha:0.006738 +2026-02-13 13:26:16 | INFO | PID:1435 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_solaris_t0_s3 [train] +total_reward:1855.00 total_reward_ma:2053.74 loss:-3.187 fps:127.1 +frame:1.15e+06 wall_t:9049 t:71875 epi:nan +opt_step:215439 lr:0.0003 alpha:0.006738 +2026-02-13 13:27:37 | INFO | PID:1435 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_solaris_t0_s3 [train] +total_reward:1870.20 total_reward_ma:2051.73 loss:-2.82 fps:127.1 +frame:1.16e+06 wall_t:9129 t:72500 epi:nan +opt_step:217314 lr:0.0003 alpha:0.006738 +2026-02-13 13:28:57 | INFO | PID:1435 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_solaris_t0_s3 [train] +total_reward:1870.20 total_reward_ma:2049.72 loss:-3.138 fps:127 +frame:1.17e+06 wall_t:9210 t:73125 epi:nan +opt_step:219189 lr:0.0003 alpha:0.006738 +2026-02-13 13:30:18 | INFO | PID:1435 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_solaris_t0_s3 [train] +total_reward:1875.80 total_reward_ma:2047.77 loss:-3.272 fps:127 +frame:1.18e+06 wall_t:9290 t:73750 epi:nan +opt_step:221064 lr:0.0003 alpha:0.006738 +2026-02-13 13:31:38 | INFO | PID:1435 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_solaris_t0_s3 [train] +total_reward:1928.80 total_reward_ma:2047.31 loss:-3.068 fps:127 +frame:1.19e+06 wall_t:9371 t:74375 epi:nan +opt_step:222939 lr:0.0003 alpha:0.006738 +2026-02-13 13:32:59 | INFO | PID:1435 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_solaris_t0_s3 [train] +total_reward:1916.60 total_reward_ma:2046.91 loss:-3.192 fps:127 +frame:1.20e+06 wall_t:9451 t:75000 epi:nan +opt_step:224814 lr:0.0003 alpha:0.006738 +2026-02-13 13:34:19 | INFO | PID:1435 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_solaris_t0_s3 [train] +total_reward:1916.60 total_reward_ma:2046.94 loss:-3.381 fps:127 +frame:1.21e+06 wall_t:9531 t:75625 epi:nan +opt_step:226689 lr:0.0003 alpha:0.006738 +2026-02-13 13:35:39 | INFO | PID:1435 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_solaris_t0_s3 [train] +total_reward:1898.40 total_reward_ma:2045.78 loss:-3.238 fps:126.9 +frame:1.22e+06 wall_t:9611 t:76250 epi:nan +opt_step:228564 lr:0.0003 alpha:0.006738 +2026-02-13 13:36:59 | INFO | PID:1435 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_solaris_t0_s3 [train] +total_reward:1876.20 total_reward_ma:2044.39 loss:-2.892 fps:126.9 +frame:1.23e+06 wall_t:9691 t:76875 epi:nan +opt_step:230439 lr:0.0003 alpha:0.006738 +2026-02-13 13:38:20 | INFO | PID:1435 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_solaris_t0_s3 [train] +total_reward:1860.60 total_reward_ma:2042.90 loss:-2.975 fps:126.9 +frame:1.24e+06 wall_t:9772 t:77500 epi:nan +opt_step:232314 lr:0.0003 alpha:0.006738 +2026-02-13 13:39:41 | INFO | PID:1435 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_solaris_t0_s3 [train] +total_reward:1861.40 total_reward_ma:2042.35 loss:-3.207 fps:126.9 +frame:1.25e+06 wall_t:9853 t:78125 epi:nan +opt_step:234189 lr:0.0003 alpha:0.006738 +2026-02-13 13:41:00 | INFO | PID:1435 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_solaris_t0_s3 [train] +total_reward:1861.40 total_reward_ma:2040.93 loss:-3.579 fps:126.8 +frame:1.26e+06 wall_t:9933 t:78750 epi:nan +opt_step:236064 lr:0.0003 alpha:0.006738 +2026-02-13 13:42:21 | INFO | PID:1435 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_solaris_t0_s3 [train] +total_reward:1872.40 total_reward_ma:2039.63 loss:-3.469 fps:126.8 +frame:1.27e+06 wall_t:10013 t:79375 epi:nan +opt_step:237939 lr:0.0003 alpha:0.006738 +2026-02-13 13:43:41 | INFO | PID:1435 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_solaris_t0_s3 [train] +total_reward:1872.40 total_reward_ma:2038.32 loss:-3.391 fps:126.8 +frame:1.28e+06 wall_t:10094 t:80000 epi:nan +opt_step:239814 lr:0.0003 alpha:0.006738 +2026-02-13 13:45:01 | INFO | PID:1435 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_solaris_t0_s3 [train] +total_reward:1859.80 total_reward_ma:2037.03 loss:-3.516 fps:126.8 +frame:1.29e+06 wall_t:10174 t:80625 epi:nan +opt_step:241689 lr:0.0003 alpha:0.006738 +2026-02-13 13:46:21 | INFO | PID:1435 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_solaris_t0_s3 [train] +total_reward:1862.00 total_reward_ma:2035.48 loss:-3.505 fps:126.8 +frame:1.30e+06 wall_t:10253 t:81250 epi:nan +opt_step:243564 lr:0.0003 alpha:0.006738 +2026-02-13 13:47:41 | INFO | PID:1435 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_solaris_t0_s3 [train] +total_reward:1857.20 total_reward_ma:2033.70 loss:-3.484 fps:126.8 +frame:1.31e+06 wall_t:10334 t:81875 epi:nan +opt_step:245439 lr:0.0003 alpha:0.006738 +2026-02-13 13:49:02 | INFO | PID:1435 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_solaris_t0_s3 [train] +total_reward:1861.00 total_reward_ma:2032.11 loss:-3.291 fps:126.8 +frame:1.32e+06 wall_t:10414 t:82500 epi:nan +opt_step:247314 lr:0.0003 alpha:0.006738 +2026-02-13 13:50:22 | INFO | PID:1435 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_solaris_t0_s3 [train] +total_reward:1861.00 total_reward_ma:2029.55 loss:-4.098 fps:126.7 +frame:1.33e+06 wall_t:10495 t:83125 epi:nan +opt_step:249189 lr:0.0003 alpha:0.006738 +2026-02-13 13:51:43 | INFO | PID:1435 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_solaris_t0_s3 [train] +total_reward:1898.40 total_reward_ma:2027.01 loss:-3.598 fps:126.7 +frame:1.34e+06 wall_t:10575 t:83750 epi:nan +opt_step:251064 lr:0.0003 alpha:0.006738 +2026-02-13 13:53:04 | INFO | PID:1435 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_solaris_t0_s3 [train] +total_reward:1884.60 total_reward_ma:2024.03 loss:-3.772 fps:126.7 +frame:1.35e+06 wall_t:10656 t:84375 epi:nan +opt_step:252939 lr:0.0003 alpha:0.006738 +2026-02-13 13:54:24 | INFO | PID:1435 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_solaris_t0_s3 [train] +total_reward:1887.00 total_reward_ma:2021.07 loss:-3.995 fps:126.7 +frame:1.36e+06 wall_t:10736 t:85000 epi:nan +opt_step:254814 lr:0.0003 alpha:0.006738 +2026-02-13 13:55:44 | INFO | PID:1435 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_solaris_t0_s3 [train] +total_reward:1868.20 total_reward_ma:2017.32 loss:-3.793 fps:126.7 +frame:1.37e+06 wall_t:10816 t:85625 epi:nan +opt_step:256689 lr:0.0003 alpha:0.006738 +2026-02-13 13:57:05 | INFO | PID:1435 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_solaris_t0_s3 [train] +total_reward:1867.60 total_reward_ma:2013.66 loss:-4.154 fps:126.6 +frame:1.38e+06 wall_t:10897 t:86250 epi:nan +opt_step:258564 lr:0.0003 alpha:0.006738 +2026-02-13 13:58:25 | INFO | PID:1435 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_solaris_t0_s3 [train] +total_reward:1867.60 total_reward_ma:2010.23 loss:-3.705 fps:126.6 +frame:1.39e+06 wall_t:10977 t:86875 epi:nan +opt_step:260439 lr:0.0003 alpha:0.006738 +2026-02-13 13:59:46 | INFO | PID:1435 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_solaris_t0_s3 [train] +total_reward:1867.60 total_reward_ma:2006.85 loss:-3.68 fps:126.6 +frame:1.40e+06 wall_t:11058 t:87500 epi:nan +opt_step:262314 lr:0.0003 alpha:0.006738 +2026-02-13 14:01:06 | INFO | PID:1435 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_solaris_t0_s3 [train] +total_reward:1885.00 total_reward_ma:2003.70 loss:-3.908 fps:126.6 +frame:1.41e+06 wall_t:11138 t:88125 epi:nan +opt_step:264189 lr:0.0003 alpha:0.006738 +2026-02-13 14:02:26 | INFO | PID:1435 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_solaris_t0_s3 [train] +total_reward:1896.40 total_reward_ma:2001.05 loss:-3.572 fps:126.6 +frame:1.42e+06 wall_t:11218 t:88750 epi:nan +opt_step:266064 lr:0.0003 alpha:0.006738 +2026-02-13 14:03:47 | INFO | PID:1435 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_solaris_t0_s3 [train] +total_reward:1910.20 total_reward_ma:1998.45 loss:-4.156 fps:126.6 +frame:1.43e+06 wall_t:11299 t:89375 epi:nan +opt_step:267939 lr:0.0003 alpha:0.006738 +2026-02-13 14:05:08 | INFO | PID:1435 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_solaris_t0_s3 [train] +total_reward:1919.00 total_reward_ma:1996.03 loss:-3.863 fps:126.5 +frame:1.44e+06 wall_t:11380 t:90000 epi:nan +opt_step:269814 lr:0.0003 alpha:0.006738 +2026-02-13 14:06:29 | INFO | PID:1435 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_solaris_t0_s3 [train] +total_reward:1899.00 total_reward_ma:1993.54 loss:-3.805 fps:126.5 +frame:1.45e+06 wall_t:11461 t:90625 epi:nan +opt_step:271689 lr:0.0003 alpha:0.006738 +2026-02-13 14:07:49 | INFO | PID:1435 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_solaris_t0_s3 [train] +total_reward:1899.00 total_reward_ma:1991.24 loss:-4.167 fps:126.5 +frame:1.46e+06 wall_t:11541 t:91250 epi:nan +opt_step:273564 lr:0.0003 alpha:0.006738 +2026-02-13 14:09:09 | INFO | PID:1435 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_solaris_t0_s3 [train] +total_reward:1899.00 total_reward_ma:1988.67 loss:-3.582 fps:126.5 +frame:1.47e+06 wall_t:11621 t:91875 epi:nan +opt_step:275439 lr:0.0003 alpha:0.006738 +2026-02-13 14:10:30 | INFO | PID:1435 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_solaris_t0_s3 [train] +total_reward:1918.60 total_reward_ma:1986.25 loss:-4.067 fps:126.5 +frame:1.48e+06 wall_t:11702 t:92500 epi:nan +opt_step:277314 lr:0.0003 alpha:0.006738 +2026-02-13 14:11:50 | INFO | PID:1435 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_solaris_t0_s3 [train] +total_reward:1924.20 total_reward_ma:1984.12 loss:-3.589 fps:126.5 +frame:1.49e+06 wall_t:11782 t:93125 epi:nan +opt_step:279189 lr:0.0003 alpha:0.006738 +2026-02-13 14:13:11 | INFO | PID:1435 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_solaris_t0_s3 [train] +total_reward:1931.40 total_reward_ma:1982.22 loss:-3.535 fps:126.4 +frame:1.50e+06 wall_t:11863 t:93750 epi:nan +opt_step:281064 lr:0.0003 alpha:0.006738 +2026-02-13 14:14:31 | INFO | PID:1435 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_solaris_t0_s3 [train] +total_reward:1954.20 total_reward_ma:1980.49 loss:-3.435 fps:126.4 +frame:1.51e+06 wall_t:11943 t:94375 epi:nan +opt_step:282939 lr:0.0003 alpha:0.006738 +2026-02-13 14:15:51 | INFO | PID:1435 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_solaris_t0_s3 [train] +total_reward:1963.80 total_reward_ma:1978.91 loss:-4.232 fps:126.4 +frame:1.52e+06 wall_t:12023 t:95000 epi:nan +opt_step:284814 lr:0.0003 alpha:0.006738 +2026-02-13 14:17:12 | INFO | PID:1435 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_solaris_t0_s3 [train] +total_reward:2064.20 total_reward_ma:1978.59 loss:-3.897 fps:126.4 +frame:1.53e+06 wall_t:12104 t:95625 epi:nan +opt_step:286689 lr:0.0003 alpha:0.006738 +2026-02-13 14:18:32 | INFO | PID:1435 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_solaris_t0_s3 [train] +total_reward:2088.80 total_reward_ma:1978.20 loss:-3.744 fps:126.4 +frame:1.54e+06 wall_t:12184 t:96250 epi:nan +opt_step:288564 lr:0.0003 alpha:0.006738 +2026-02-13 14:19:53 | INFO | PID:1435 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_solaris_t0_s3 [train] +total_reward:2088.80 total_reward_ma:1977.46 loss:-4.061 fps:126.4 +frame:1.55e+06 wall_t:12265 t:96875 epi:nan +opt_step:290439 lr:0.0003 alpha:0.006738 +2026-02-13 14:21:13 | INFO | PID:1435 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_solaris_t0_s3 [train] +total_reward:2048.40 total_reward_ma:1976.47 loss:-3.909 fps:126.4 +frame:1.56e+06 wall_t:12346 t:97500 epi:nan +opt_step:292314 lr:0.0003 alpha:0.006738 +2026-02-13 14:22:34 | INFO | PID:1435 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_solaris_t0_s3 [train] +total_reward:2048.40 total_reward_ma:1975.55 loss:-4.079 fps:126.3 +frame:1.57e+06 wall_t:12426 t:98125 epi:nan +opt_step:294189 lr:0.0003 alpha:0.006738 +2026-02-13 14:23:54 | INFO | PID:1435 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_solaris_t0_s3 [train] +total_reward:2014.00 total_reward_ma:1974.29 loss:-4.609 fps:126.3 +frame:1.58e+06 wall_t:12506 t:98750 epi:nan +opt_step:296064 lr:0.0003 alpha:0.006738 +2026-02-13 14:25:15 | INFO | PID:1435 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_solaris_t0_s3 [train] +total_reward:2027.80 total_reward_ma:1973.18 loss:-4.145 fps:126.3 +frame:1.59e+06 wall_t:12587 t:99375 epi:nan +opt_step:297939 lr:0.0003 alpha:0.006738 +2026-02-13 14:26:36 | INFO | PID:1435 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_solaris_t0_s3 [train] +total_reward:2027.80 total_reward_ma:1972.06 loss:-4.803 fps:126.3 +frame:1.60e+06 wall_t:12668 t:100000 epi:nan +opt_step:299814 lr:0.0003 alpha:0.006738 +2026-02-13 14:27:57 | INFO | PID:1435 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_solaris_t0_s3 [train] +total_reward:2013.40 total_reward_ma:1971.07 loss:-4.453 fps:126.3 +frame:1.61e+06 wall_t:12749 t:100625 epi:nan +opt_step:301689 lr:0.0003 alpha:0.006738 +2026-02-13 14:29:19 | INFO | PID:1435 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_solaris_t0_s3 [train] +total_reward:2003.00 total_reward_ma:1969.97 loss:-4.494 fps:126.3 +frame:1.62e+06 wall_t:12831 t:101250 epi:nan +opt_step:303564 lr:0.0003 alpha:0.006738 +2026-02-13 14:30:39 | INFO | PID:1435 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_solaris_t0_s3 [train] +total_reward:2005.40 total_reward_ma:1969.07 loss:-4.474 fps:126.2 +frame:1.63e+06 wall_t:12912 t:101875 epi:nan +opt_step:305439 lr:0.0003 alpha:0.006738 +2026-02-13 14:32:01 | INFO | PID:1435 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_solaris_t0_s3 [train] +total_reward:2005.40 total_reward_ma:1968.20 loss:-3.858 fps:126.2 +frame:1.64e+06 wall_t:12993 t:102500 epi:nan +opt_step:307314 lr:0.0003 alpha:0.006738 +2026-02-13 14:33:22 | INFO | PID:1435 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_solaris_t0_s3 [train] +total_reward:1965.80 total_reward_ma:1966.87 loss:-4.898 fps:126.2 +frame:1.65e+06 wall_t:13074 t:103125 epi:nan +opt_step:309189 lr:0.0003 alpha:0.006738 +2026-02-13 14:34:43 | INFO | PID:1435 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_solaris_t0_s3 [train] +total_reward:1965.80 total_reward_ma:1965.56 loss:-4.427 fps:126.2 +frame:1.66e+06 wall_t:13155 t:103750 epi:nan +opt_step:311064 lr:0.0003 alpha:0.006738 +2026-02-13 14:36:04 | INFO | PID:1435 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_solaris_t0_s3 [train] +total_reward:1965.80 total_reward_ma:1964.25 loss:-4.428 fps:126.2 +frame:1.67e+06 wall_t:13237 t:104375 epi:nan +opt_step:312939 lr:0.0003 alpha:0.006738 +2026-02-13 14:37:25 | INFO | PID:1435 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_solaris_t0_s3 [train] +total_reward:1952.60 total_reward_ma:1962.74 loss:-4.856 fps:126.2 +frame:1.68e+06 wall_t:13317 t:105000 epi:nan +opt_step:314814 lr:0.0003 alpha:0.006738 +2026-02-13 14:38:46 | INFO | PID:1435 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_solaris_t0_s3 [train] +total_reward:1952.40 total_reward_ma:1961.22 loss:-4.613 fps:126.1 +frame:1.69e+06 wall_t:13398 t:105625 epi:nan +opt_step:316689 lr:0.0003 alpha:0.006765 +2026-02-13 14:40:07 | INFO | PID:1435 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_solaris_t0_s3 [train] +total_reward:1952.40 total_reward_ma:1959.71 loss:-4.903 fps:126.1 +frame:1.70e+06 wall_t:13479 t:106250 epi:nan +opt_step:318564 lr:0.0003 alpha:0.007773 +2026-02-13 14:41:28 | INFO | PID:1435 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_solaris_t0_s3 [train] +total_reward:1952.40 total_reward_ma:1957.96 loss:-5.43 fps:126.1 +frame:1.71e+06 wall_t:13560 t:106875 epi:nan +opt_step:320439 lr:0.0003 alpha:0.008664 +2026-02-13 14:42:49 | INFO | PID:1435 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_solaris_t0_s3 [train] +total_reward:1945.20 total_reward_ma:1956.13 loss:-5.569 fps:126.1 +frame:1.72e+06 wall_t:13641 t:107500 epi:nan +opt_step:322314 lr:0.0003 alpha:0.009435 +2026-02-13 14:44:11 | INFO | PID:1435 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_solaris_t0_s3 [train] +total_reward:1929.20 total_reward_ma:1954.32 loss:-5.862 fps:126.1 +frame:1.73e+06 wall_t:13723 t:108125 epi:nan +opt_step:324189 lr:0.0003 alpha:0.009768 +2026-02-13 14:45:32 | INFO | PID:1435 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_solaris_t0_s3 [train] +total_reward:1892.60 total_reward_ma:1952.14 loss:-6.161 fps:126.1 +frame:1.74e+06 wall_t:13804 t:108750 epi:nan +opt_step:326064 lr:0.0003 alpha:0.01012 +2026-02-13 14:46:53 | INFO | PID:1435 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_solaris_t0_s3 [train] +total_reward:1892.60 total_reward_ma:1950.26 loss:-6.114 fps:126 +frame:1.75e+06 wall_t:13885 t:109375 epi:nan +opt_step:327939 lr:0.0003 alpha:0.01061 +2026-02-13 14:48:14 | INFO | PID:1435 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_solaris_t0_s3 [train] +total_reward:1910.00 total_reward_ma:1948.56 loss:-6.12 fps:126 +frame:1.76e+06 wall_t:13966 t:110000 epi:nan +opt_step:329814 lr:0.0003 alpha:0.01099 +2026-02-13 14:49:36 | INFO | PID:1435 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_solaris_t0_s3 [train] +total_reward:1901.20 total_reward_ma:1946.87 loss:-6.367 fps:126 +frame:1.77e+06 wall_t:14048 t:110625 epi:nan +opt_step:331689 lr:0.0003 alpha:0.01015 +2026-02-13 14:50:57 | INFO | PID:1435 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_solaris_t0_s3 [train] +total_reward:1859.40 total_reward_ma:1945.18 loss:-5.782 fps:126 +frame:1.78e+06 wall_t:14129 t:111250 epi:nan +opt_step:333564 lr:0.0003 alpha:0.00982 +2026-02-13 14:52:17 | INFO | PID:1435 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_solaris_t0_s3 [train] +total_reward:1893.00 total_reward_ma:1943.86 loss:-5.583 fps:126 +frame:1.79e+06 wall_t:14210 t:111875 epi:nan +opt_step:335439 lr:0.0003 alpha:0.009087 +2026-02-13 14:53:38 | INFO | PID:1435 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_solaris_t0_s3 [train] +total_reward:1886.20 total_reward_ma:1942.56 loss:-6.09 fps:126 +frame:1.80e+06 wall_t:14290 t:112500 epi:nan +opt_step:337314 lr:0.0003 alpha:0.009804 +2026-02-13 14:54:58 | INFO | PID:1435 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_solaris_t0_s3 [train] +total_reward:1888.00 total_reward_ma:1941.36 loss:-6.115 fps:126 +frame:1.81e+06 wall_t:14370 t:113125 epi:nan +opt_step:339189 lr:0.0003 alpha:0.01043 +2026-02-13 14:56:19 | INFO | PID:1435 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_solaris_t0_s3 [train] +total_reward:1897.40 total_reward_ma:1940.43 loss:-6.159 fps:125.9 +frame:1.82e+06 wall_t:14451 t:113750 epi:nan +opt_step:341064 lr:0.0003 alpha:0.0107 +2026-02-13 14:57:40 | INFO | PID:1435 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_solaris_t0_s3 [train] +total_reward:1897.40 total_reward_ma:1939.66 loss:-6.718 fps:125.9 +frame:1.83e+06 wall_t:14532 t:114375 epi:nan +opt_step:342939 lr:0.0003 alpha:0.01249 +2026-02-13 14:59:00 | INFO | PID:1435 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_solaris_t0_s3 [train] +total_reward:1906.80 total_reward_ma:1938.99 loss:-7.498 fps:125.9 +frame:1.84e+06 wall_t:14612 t:115000 epi:nan +opt_step:344814 lr:0.0003 alpha:0.01453 +2026-02-13 15:00:20 | INFO | PID:1435 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_solaris_t0_s3 [train] +total_reward:1922.80 total_reward_ma:1938.37 loss:-7.137 fps:125.9 +frame:1.85e+06 wall_t:14693 t:115625 epi:nan +opt_step:346689 lr:0.0003 alpha:0.01505 +2026-02-13 15:01:40 | INFO | PID:1435 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_solaris_t0_s3 [train] +total_reward:1924.00 total_reward_ma:1937.64 loss:-6.672 fps:125.9 +frame:1.86e+06 wall_t:14772 t:116250 epi:nan +opt_step:348564 lr:0.0003 alpha:0.01608 +2026-02-13 15:02:57 | INFO | PID:1435 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_solaris_t0_s3 [train] +total_reward:1930.20 total_reward_ma:1936.82 loss:-7.287 fps:125.9 +frame:1.87e+06 wall_t:14850 t:116875 epi:nan +opt_step:350439 lr:0.0003 alpha:0.01655 +2026-02-13 15:04:15 | INFO | PID:1435 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_solaris_t0_s3 [train] +total_reward:1909.00 total_reward_ma:1935.44 loss:-7.325 fps:125.9 +frame:1.88e+06 wall_t:14927 t:117500 epi:nan +opt_step:352314 lr:0.0003 alpha:0.01706 +2026-02-13 15:05:32 | INFO | PID:1435 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_solaris_t0_s3 [train] +total_reward:1911.80 total_reward_ma:1933.93 loss:-7.522 fps:126 +frame:1.89e+06 wall_t:15004 t:118125 epi:nan +opt_step:354189 lr:0.0003 alpha:0.01749 +2026-02-13 15:06:50 | INFO | PID:1435 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_solaris_t0_s3 [train] +total_reward:1918.80 total_reward_ma:1932.76 loss:-8.164 fps:126 +frame:1.90e+06 wall_t:15082 t:118750 epi:nan +opt_step:356064 lr:0.0003 alpha:0.01767 +2026-02-13 15:08:06 | INFO | PID:1435 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_solaris_t0_s3 [train] +total_reward:1888.00 total_reward_ma:1931.49 loss:-7.239 fps:126 +frame:1.91e+06 wall_t:15159 t:119375 epi:nan +opt_step:357939 lr:0.0003 alpha:0.01739 +2026-02-13 15:09:23 | INFO | PID:1435 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_solaris_t0_s3 [train] +total_reward:1888.00 total_reward_ma:1930.11 loss:-7.245 fps:126 +frame:1.92e+06 wall_t:15236 t:120000 epi:nan +opt_step:359814 lr:0.0003 alpha:0.01723 +2026-02-13 15:10:40 | INFO | PID:1435 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_solaris_t0_s3 [train] +total_reward:1886.60 total_reward_ma:1928.71 loss:-7.298 fps:126 +frame:1.93e+06 wall_t:15312 t:120625 epi:nan +opt_step:361689 lr:0.0003 alpha:0.01662 +2026-02-13 15:11:56 | INFO | PID:1435 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_solaris_t0_s3 [train] +total_reward:1862.20 total_reward_ma:1926.97 loss:-7.674 fps:126.1 +frame:1.94e+06 wall_t:15388 t:121250 epi:nan +opt_step:363564 lr:0.0003 alpha:0.01692 +2026-02-13 15:13:12 | INFO | PID:1435 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_solaris_t0_s3 [train] +total_reward:1836.40 total_reward_ma:1924.90 loss:-7.148 fps:126.1 +frame:1.95e+06 wall_t:15465 t:121875 epi:nan +opt_step:365439 lr:0.0003 alpha:0.01651 +2026-02-13 15:14:29 | INFO | PID:1435 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_solaris_t0_s3 [train] +total_reward:1859.40 total_reward_ma:1923.24 loss:-7.781 fps:126.1 +frame:1.96e+06 wall_t:15541 t:122500 epi:nan +opt_step:367314 lr:0.0003 alpha:0.01675 +2026-02-13 15:15:46 | INFO | PID:1435 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_solaris_t0_s3 [train] +total_reward:1872.40 total_reward_ma:1921.68 loss:-7.617 fps:126.1 +frame:1.97e+06 wall_t:15618 t:123125 epi:nan +opt_step:369189 lr:0.0003 alpha:0.01688 +2026-02-13 15:17:03 | INFO | PID:1435 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_solaris_t0_s3 [train] +total_reward:1861.20 total_reward_ma:1920.23 loss:-7.471 fps:126.2 +frame:1.98e+06 wall_t:15695 t:123750 epi:nan +opt_step:371064 lr:0.0003 alpha:0.01641 +2026-02-13 15:18:20 | INFO | PID:1435 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_solaris_t0_s3 [train] +total_reward:1845.60 total_reward_ma:1918.56 loss:-7.64 fps:126.2 +frame:1.99e+06 wall_t:15772 t:124375 epi:nan +opt_step:372939 lr:0.0003 alpha:0.01628 +2026-02-13 15:19:31 | INFO | PID:1435 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_solaris_t0_s3 [train] +total_reward:1846.60 total_reward_ma:1916.93 loss:-7.304 fps:126.2 +frame:2.00e+06 wall_t:15844 t:125000 epi:nan +opt_step:374814 lr:0.0003 alpha:0.01518 +2026-02-13 15:19:32 | INFO | PID:1435 | slm_lab.lib.logger:info | Session 3 done diff --git a/data/sac_atari_solaris_2026_02_13_105520/sac_atari_solaris_spec.json b/data/sac_atari_solaris_2026_02_13_105520/sac_atari_solaris_spec.json new file mode 100644 index 0000000000000000000000000000000000000000..77dd972e18d7414d76f3effa118fa633cc00b00e --- /dev/null +++ b/data/sac_atari_solaris_2026_02_13_105520/sac_atari_solaris_spec.json @@ -0,0 +1,98 @@ +{ + "agent": { + "name": "SoftActorCritic", + "algorithm": { + "name": "SoftActorCritic", + "action_pdtype": "Categorical", + "action_policy": "default", + "gamma": 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+2026-02-10 23:52:38 | INFO | PID:1236 | slm_lab.lib.logger:info | trial_metrics: frame:2.00e+06 | total_reward_ma:452.86 | strength:169.5 | max_strength:445.9 | final_strength:436.6 | sample_efficiency:5.612e-07 | training_efficiency:1.032e-05 | stability:0.9867 | consistency:0.6628 +2026-02-10 23:52:38 | INFO | PID:1236 | slm_lab.lib.logger:info | Trial 0 done +2026-02-10 23:52:38 | INFO | PID:1236 | slm_lab.cli.main:run_spec | Output: data/sac_atari_spaceinvaders_2026_02_10_221043 +2026-02-10 23:52:38 | INFO | PID:1236 | slm_lab.lib.hf:cleanup_models | Cleanup saved 309.2 MB +2026-02-10 23:52:39 | INFO | PID:1236 | slm_lab.lib.hf:upload | Uploading data/sac_atari_spaceinvaders_2026_02_10_221043 to SLM-Lab/benchmark-dev/data/sac_atari_spaceinvaders_2026_02_10_221043... diff --git a/data/sac_atari_spaceinvaders_2026_02_10_221043/log/sac_atari_spaceinvaders_t0_s0.log b/data/sac_atari_spaceinvaders_2026_02_10_221043/log/sac_atari_spaceinvaders_t0_s0.log new file mode 100644 index 0000000000000000000000000000000000000000..7e984493ffbcc00baa94498ccb0eb2329c54163a --- /dev/null +++ b/data/sac_atari_spaceinvaders_2026_02_10_221043/log/sac_atari_spaceinvaders_t0_s0.log @@ -0,0 +1,982 @@ +2026-02-10 22:10:48 | INFO | PID:1358 | slm_lab.env:_make_vector_env | AtariVectorEnv: 16 envs, native preprocessing +2026-02-10 22:11:31 | INFO | PID:1358 | slm_lab.lib.perf:log_perf_setup | Performance setup: +Platform: GPU NVIDIA RTX A4500 (compute 8.6) +• GPU cuDNN benchmark: enabled +• GPU memory management: enabled +• GPU TF32 acceleration: enabled +2026-02-10 22:11:31 | INFO | PID:1358 | slm_lab.lib.logger:info | SoftActorCritic: +algorithm_spec: + name: SoftActorCritic + action_pdtype: Categorical + action_policy: default + gamma: 0.99 + training_start_step: 10000 + training_frequency: 4 + training_iter: 1 +name: SoftActorCritic +memory_spec: + name: Replay + batch_size: 256 + max_size: 200000 + use_cer: false +action_pdtype: Categorical +training_iter: 1 +training_start_step: 10000 +policy_delay: 1 +entropy_penalty_coef: 0.0 +gamma: 0.99 +training_frequency: 4 +to_train: 0 +_train_step: 0 +shared: False +net: (device:cuda:0) ConvNet( + (conv_model): Sequential( + (0): Conv2d(4, 32, kernel_size=(8, 8), stride=(4, 4)) + (1): ReLU() + (2): Conv2d(32, 64, kernel_size=(4, 4), stride=(2, 2)) + (3): ReLU() + (4): Conv2d(64, 64, kernel_size=(3, 3), stride=(1, 1)) + (5): ReLU() + ) + (fc_model): Sequential( + (0): Linear(in_features=3136, out_features=512, bias=True) + (1): ReLU() + ) + (tails): Sequential( + (0): Linear(in_features=512, out_features=6, bias=True) + ) + (loss_fn): SmoothL1Loss() +) +optim: AdamW ( +Parameter Group 0 + amsgrad: False + betas: (0.9, 0.999) + capturable: False + decoupled_weight_decay: True + differentiable: False + eps: 0.0001 + foreach: None + fused: None + lr: 0.0003 + maximize: False + weight_decay: 0.01 +) +q1_net: (device:cuda:0) ConvNet( + (conv_model): Sequential( + (0): Conv2d(4, 32, kernel_size=(8, 8), stride=(4, 4)) + (1): ReLU() + (2): Conv2d(32, 64, kernel_size=(4, 4), stride=(2, 2)) + (3): ReLU() + (4): Conv2d(64, 64, kernel_size=(3, 3), stride=(1, 1)) + (5): ReLU() + ) + (fc_model): Sequential( + (0): Linear(in_features=3136, out_features=512, bias=True) + (1): ReLU() + ) + (tails): Sequential( + (0): Linear(in_features=512, out_features=6, bias=True) + ) + (loss_fn): SmoothL1Loss() +) +target_q1_net: (device:cuda:0) ConvNet( + (conv_model): Sequential( + (0): Conv2d(4, 32, kernel_size=(8, 8), stride=(4, 4)) + (1): ReLU() + (2): Conv2d(32, 64, kernel_size=(4, 4), stride=(2, 2)) + (3): ReLU() + (4): Conv2d(64, 64, kernel_size=(3, 3), stride=(1, 1)) + (5): ReLU() + ) + (fc_model): Sequential( + (0): Linear(in_features=3136, out_features=512, bias=True) + (1): ReLU() + ) + (tails): Sequential( + (0): Linear(in_features=512, out_features=6, bias=True) + ) + (loss_fn): SmoothL1Loss() +) +q1_optim: AdamW ( +Parameter Group 0 + amsgrad: False + betas: (0.9, 0.999) + capturable: False + decoupled_weight_decay: True + differentiable: False + eps: 0.0001 + foreach: None + fused: None + lr: 0.0003 + maximize: False + weight_decay: 0.01 +) +q2_net: (device:cuda:0) ConvNet( + (conv_model): Sequential( + (0): Conv2d(4, 32, kernel_size=(8, 8), stride=(4, 4)) + (1): ReLU() + (2): Conv2d(32, 64, kernel_size=(4, 4), stride=(2, 2)) + (3): ReLU() + (4): Conv2d(64, 64, kernel_size=(3, 3), stride=(1, 1)) + (5): ReLU() + ) + (fc_model): Sequential( + (0): Linear(in_features=3136, out_features=512, bias=True) + (1): ReLU() + ) + (tails): Sequential( + (0): Linear(in_features=512, out_features=6, bias=True) + ) + (loss_fn): SmoothL1Loss() +) +target_q2_net: (device:cuda:0) ConvNet( + (conv_model): Sequential( + (0): Conv2d(4, 32, kernel_size=(8, 8), stride=(4, 4)) + (1): ReLU() + (2): Conv2d(32, 64, kernel_size=(4, 4), stride=(2, 2)) + (3): ReLU() + (4): Conv2d(64, 64, kernel_size=(3, 3), stride=(1, 1)) + (5): ReLU() + ) + (fc_model): Sequential( + (0): Linear(in_features=3136, out_features=512, bias=True) + (1): ReLU() + ) + (tails): Sequential( + (0): Linear(in_features=512, out_features=6, bias=True) + ) + (loss_fn): SmoothL1Loss() +) +q2_optim: AdamW ( +Parameter Group 0 + amsgrad: False + betas: (0.9, 0.999) + capturable: False + decoupled_weight_decay: True + differentiable: False + eps: 0.0001 + foreach: None + fused: None + lr: 0.0003 + maximize: False + weight_decay: 0.01 +) +net_names: ['net', 'q1_net', 'target_q1_net', 'q2_net', 'target_q2_net'] +target_entropy: 1.0750556815368328 +log_alpha: tensor([0.], device='cuda:0', requires_grad=True) +alpha: tensor([1.], device='cuda:0') +alpha_optim: AdamW ( +Parameter Group 0 + amsgrad: False + betas: (0.9, 0.999) + capturable: False + decoupled_weight_decay: True + differentiable: False + eps: 0.0001 + foreach: None + fused: None + lr: 0.0003 + maximize: False + weight_decay: 0.01 +) +2026-02-10 22:11:38 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:126.67 total_reward_ma:126.67 loss:nan fps:212.8 +frame:1.00e+04 wall_t:47 t:625 epi:nan +opt_step:0 lr:0.0003 alpha:1 +2026-02-10 22:12:09 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:140.91 total_reward_ma:133.79 loss:-6.59 fps:256.4 +frame:2.00e+04 wall_t:78 t:1250 epi:nan +opt_step:625 lr:0.0003 alpha:0.8349 +2026-02-10 22:12:38 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:149.39 total_reward_ma:138.99 loss:-9.9 fps:280.4 +frame:3.00e+04 wall_t:107 t:1875 epi:nan +opt_step:1250 lr:0.0003 alpha:0.7064 +2026-02-10 22:13:09 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:138.63 total_reward_ma:138.90 loss:-12.77 fps:287.8 +frame:4.00e+04 wall_t:139 t:2500 epi:nan +opt_step:1875 lr:0.0003 alpha:0.603 +2026-02-10 22:13:40 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:142.23 total_reward_ma:139.56 loss:-14.94 fps:295.9 +frame:5.00e+04 wall_t:169 t:3125 epi:nan +opt_step:2500 lr:0.0003 alpha:0.5181 +2026-02-10 22:14:10 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:144.20 total_reward_ma:140.34 loss:-16.55 fps:300 +frame:6.00e+04 wall_t:200 t:3750 epi:nan +opt_step:3125 lr:0.0003 alpha:0.4471 +2026-02-10 22:14:41 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:136.45 total_reward_ma:139.78 loss:-18.44 fps:304.3 +frame:7.00e+04 wall_t:230 t:4375 epi:nan +opt_step:3750 lr:0.0003 alpha:0.3871 +2026-02-10 22:15:11 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:134.75 total_reward_ma:139.15 loss:-19.66 fps:307.7 +frame:8.00e+04 wall_t:260 t:5000 epi:nan +opt_step:4375 lr:0.0003 alpha:0.3358 +2026-02-10 22:15:42 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:139.50 total_reward_ma:139.19 loss:-20.8 fps:309.3 +frame:9.00e+04 wall_t:291 t:5625 epi:nan +opt_step:5000 lr:0.0003 alpha:0.2918 +2026-02-10 22:16:12 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:136.40 total_reward_ma:138.91 loss:-21.47 fps:311.5 +frame:1.00e+05 wall_t:321 t:6250 epi:nan +opt_step:5625 lr:0.0003 alpha:0.2539 +2026-02-10 22:16:42 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:130.95 total_reward_ma:138.19 loss:-21.2 fps:312.5 +frame:1.10e+05 wall_t:352 t:6875 epi:nan +opt_step:6250 lr:0.0003 alpha:0.221 +2026-02-10 22:17:13 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:140.85 total_reward_ma:138.41 loss:-22.52 fps:314.1 +frame:1.20e+05 wall_t:382 t:7500 epi:nan +opt_step:6875 lr:0.0003 alpha:0.1925 +2026-02-10 22:17:43 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:140.20 total_reward_ma:138.55 loss:-22.73 fps:314.8 +frame:1.30e+05 wall_t:413 t:8125 epi:nan +opt_step:7500 lr:0.0003 alpha:0.1678 +2026-02-10 22:18:14 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:135.60 total_reward_ma:138.34 loss:-22.57 fps:315.3 +frame:1.40e+05 wall_t:444 t:8750 epi:nan +opt_step:8125 lr:0.0003 alpha:0.1462 +2026-02-10 22:18:45 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:134.25 total_reward_ma:138.06 loss:-22.67 fps:316.5 +frame:1.50e+05 wall_t:474 t:9375 epi:nan +opt_step:8750 lr:0.0003 alpha:0.1275 +2026-02-10 22:19:15 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:141.20 total_reward_ma:138.26 loss:-21.95 fps:317.5 +frame:1.60e+05 wall_t:504 t:10000 epi:nan +opt_step:9375 lr:0.0003 alpha:0.1113 +2026-02-10 22:19:45 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:129.10 total_reward_ma:137.72 loss:-22.44 fps:318.4 +frame:1.70e+05 wall_t:534 t:10625 epi:nan +opt_step:10000 lr:0.0003 alpha:0.09708 +2026-02-10 22:20:15 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:129.45 total_reward_ma:137.26 loss:-22.34 fps:319.1 +frame:1.80e+05 wall_t:564 t:11250 epi:nan +opt_step:10625 lr:0.0003 alpha:0.08473 +2026-02-10 22:20:45 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:138.00 total_reward_ma:137.30 loss:-21.97 fps:319.3 +frame:1.90e+05 wall_t:595 t:11875 epi:nan +opt_step:11250 lr:0.0003 alpha:0.07399 +2026-02-10 22:21:16 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:146.85 total_reward_ma:137.78 loss:-21.86 fps:320 +frame:2.00e+05 wall_t:625 t:12500 epi:nan +opt_step:11875 lr:0.0003 alpha:0.06461 +2026-02-10 22:21:46 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:145.85 total_reward_ma:138.16 loss:-21.53 fps:320.6 +frame:2.10e+05 wall_t:655 t:13125 epi:nan +opt_step:12500 lr:0.0003 alpha:0.05644 +2026-02-10 22:22:17 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:145.05 total_reward_ma:138.48 loss:-20.88 fps:320.7 +frame:2.20e+05 wall_t:686 t:13750 epi:nan +opt_step:13125 lr:0.0003 alpha:0.04933 +2026-02-10 22:22:47 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:152.00 total_reward_ma:139.06 loss:-20.4 fps:321.2 +frame:2.30e+05 wall_t:716 t:14375 epi:nan +opt_step:13750 lr:0.0003 alpha:0.04314 +2026-02-10 22:23:16 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:151.05 total_reward_ma:139.56 loss:-20.17 fps:321.7 +frame:2.40e+05 wall_t:746 t:15000 epi:nan +opt_step:14375 lr:0.0003 alpha:0.03772 +2026-02-10 22:23:47 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:147.55 total_reward_ma:139.88 loss:-19.95 fps:322.2 +frame:2.50e+05 wall_t:776 t:15625 epi:nan +opt_step:15000 lr:0.0003 alpha:0.03301 +2026-02-10 22:24:17 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:153.10 total_reward_ma:140.39 loss:-19.24 fps:322.2 +frame:2.60e+05 wall_t:807 t:16250 epi:nan +opt_step:15625 lr:0.0003 alpha:0.02891 +2026-02-10 22:24:47 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:161.05 total_reward_ma:141.16 loss:-19.01 fps:322.6 +frame:2.70e+05 wall_t:837 t:16875 epi:nan +opt_step:16250 lr:0.0003 alpha:0.02534 +2026-02-10 22:25:18 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:163.55 total_reward_ma:141.96 loss:-18.59 fps:323 +frame:2.80e+05 wall_t:867 t:17500 epi:nan +opt_step:16875 lr:0.0003 alpha:0.02223 +2026-02-10 22:25:49 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:160.25 total_reward_ma:142.59 loss:-18.2 fps:322.9 +frame:2.90e+05 wall_t:898 t:18125 epi:nan +opt_step:17500 lr:0.0003 alpha:0.01953 +2026-02-10 22:26:18 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:173.85 total_reward_ma:143.63 loss:-17.64 fps:323.3 +frame:3.00e+05 wall_t:928 t:18750 epi:nan +opt_step:18125 lr:0.0003 alpha:0.01721 +2026-02-10 22:26:49 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:187.25 total_reward_ma:145.04 loss:-17.52 fps:323.3 +frame:3.10e+05 wall_t:959 t:19375 epi:nan +opt_step:18750 lr:0.0003 alpha:0.01514 +2026-02-10 22:27:20 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:183.35 total_reward_ma:146.23 loss:-17 fps:323.6 +frame:3.20e+05 wall_t:989 t:20000 epi:nan +opt_step:19375 lr:0.0003 alpha:0.01339 +2026-02-10 22:27:51 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:185.90 total_reward_ma:147.44 loss:-16.39 fps:323.5 +frame:3.30e+05 wall_t:1020 t:20625 epi:nan +opt_step:20000 lr:0.0003 alpha:0.01188 +2026-02-10 22:28:22 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:198.15 total_reward_ma:148.93 loss:-15.92 fps:323.5 +frame:3.40e+05 wall_t:1051 t:21250 epi:nan +opt_step:20625 lr:0.0003 alpha:0.01064 +2026-02-10 22:28:53 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:201.90 total_reward_ma:150.44 loss:-15.42 fps:323.5 +frame:3.50e+05 wall_t:1082 t:21875 epi:nan +opt_step:21250 lr:0.0003 alpha:0.009586 +2026-02-10 22:29:24 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:206.50 total_reward_ma:152.00 loss:-15.22 fps:323.5 +frame:3.60e+05 wall_t:1113 t:22500 epi:nan +opt_step:21875 lr:0.0003 alpha:0.008662 +2026-02-10 22:29:54 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:198.55 total_reward_ma:153.26 loss:-14.73 fps:323.4 +frame:3.70e+05 wall_t:1144 t:23125 epi:nan +opt_step:22500 lr:0.0003 alpha:0.007964 +2026-02-10 22:30:24 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:208.10 total_reward_ma:154.70 loss:-14.59 fps:323.7 +frame:3.80e+05 wall_t:1174 t:23750 epi:nan +opt_step:23125 lr:0.0003 alpha:0.007188 +2026-02-10 22:30:54 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:222.45 total_reward_ma:156.44 loss:-14.1 fps:324.2 +frame:3.90e+05 wall_t:1203 t:24375 epi:nan +opt_step:23750 lr:0.0003 alpha:0.006738 +2026-02-10 22:31:24 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:216.80 total_reward_ma:157.95 loss:-13.75 fps:324.4 +frame:4.00e+05 wall_t:1233 t:25000 epi:nan +opt_step:24375 lr:0.0003 alpha:0.006738 +2026-02-10 22:31:54 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:221.10 total_reward_ma:159.49 loss:-13.58 fps:324.6 +frame:4.10e+05 wall_t:1263 t:25625 epi:nan +opt_step:25000 lr:0.0003 alpha:0.006738 +2026-02-10 22:32:24 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:219.30 total_reward_ma:160.91 loss:-13.04 fps:324.6 +frame:4.20e+05 wall_t:1294 t:26250 epi:nan +opt_step:25625 lr:0.0003 alpha:0.006738 +2026-02-10 22:32:55 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:208.10 total_reward_ma:162.01 loss:-12.85 fps:324.5 +frame:4.30e+05 wall_t:1325 t:26875 epi:nan +opt_step:26250 lr:0.0003 alpha:0.006738 +2026-02-10 22:33:26 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:199.65 total_reward_ma:162.86 loss:-12.52 fps:324.7 +frame:4.40e+05 wall_t:1355 t:27500 epi:nan +opt_step:26875 lr:0.0003 alpha:0.006738 +2026-02-10 22:33:56 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:189.50 total_reward_ma:163.45 loss:-12.12 fps:324.7 +frame:4.50e+05 wall_t:1386 t:28125 epi:nan +opt_step:27500 lr:0.0003 alpha:0.006738 +2026-02-10 22:34:27 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:190.40 total_reward_ma:164.04 loss:-11.91 fps:324.9 +frame:4.60e+05 wall_t:1416 t:28750 epi:nan +opt_step:28125 lr:0.0003 alpha:0.006738 +2026-02-10 22:34:56 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:184.80 total_reward_ma:164.48 loss:-11.28 fps:325 +frame:4.70e+05 wall_t:1446 t:29375 epi:nan +opt_step:28750 lr:0.0003 alpha:0.006738 +2026-02-10 22:35:26 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:187.45 total_reward_ma:164.96 loss:-11.15 fps:325.2 +frame:4.80e+05 wall_t:1476 t:30000 epi:nan +opt_step:29375 lr:0.0003 alpha:0.006757 +2026-02-10 22:35:57 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:183.05 total_reward_ma:165.33 loss:-10.94 fps:325.4 +frame:4.90e+05 wall_t:1506 t:30625 epi:nan +opt_step:30000 lr:0.0003 alpha:0.006738 +2026-02-10 22:36:28 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:188.80 total_reward_ma:165.80 loss:-10.91 fps:325.3 +frame:5.00e+05 wall_t:1537 t:31250 epi:nan +opt_step:30625 lr:0.0003 alpha:0.006738 +2026-02-10 22:36:58 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:194.65 total_reward_ma:166.37 loss:-10.46 fps:325.5 +frame:5.10e+05 wall_t:1567 t:31875 epi:nan +opt_step:31250 lr:0.0003 alpha:0.006738 +2026-02-10 22:37:29 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:195.85 total_reward_ma:166.93 loss:-10.27 fps:325.4 +frame:5.20e+05 wall_t:1598 t:32500 epi:nan +opt_step:31875 lr:0.0003 alpha:0.006738 +2026-02-10 22:37:58 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:197.10 total_reward_ma:167.50 loss:-10.1 fps:325.6 +frame:5.30e+05 wall_t:1628 t:33125 epi:nan +opt_step:32500 lr:0.0003 alpha:0.006738 +2026-02-10 22:38:28 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:198.10 total_reward_ma:168.07 loss:-9.648 fps:325.9 +frame:5.40e+05 wall_t:1657 t:33750 epi:nan +opt_step:33125 lr:0.0003 alpha:0.006738 +2026-02-10 22:38:58 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:204.90 total_reward_ma:168.74 loss:-9.518 fps:326 +frame:5.50e+05 wall_t:1687 t:34375 epi:nan +opt_step:33750 lr:0.0003 alpha:0.006738 +2026-02-10 22:39:28 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:208.70 total_reward_ma:169.45 loss:-8.976 fps:326 +frame:5.60e+05 wall_t:1718 t:35000 epi:nan +opt_step:34375 lr:0.0003 alpha:0.006738 +2026-02-10 22:39:58 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:213.00 total_reward_ma:170.22 loss:-9.03 fps:326.3 +frame:5.70e+05 wall_t:1747 t:35625 epi:nan +opt_step:35000 lr:0.0003 alpha:0.006738 +2026-02-10 22:40:28 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:207.00 total_reward_ma:170.85 loss:-8.788 fps:326.4 +frame:5.80e+05 wall_t:1777 t:36250 epi:nan +opt_step:35625 lr:0.0003 alpha:0.006738 +2026-02-10 22:40:58 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:208.60 total_reward_ma:171.49 loss:-8.733 fps:326.5 +frame:5.90e+05 wall_t:1807 t:36875 epi:nan +opt_step:36250 lr:0.0003 alpha:0.006738 +2026-02-10 22:41:28 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:207.40 total_reward_ma:172.09 loss:-8.421 fps:326.6 +frame:6.00e+05 wall_t:1837 t:37500 epi:nan +opt_step:36875 lr:0.0003 alpha:0.006738 +2026-02-10 22:41:58 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:202.75 total_reward_ma:172.59 loss:-8.308 fps:326.7 +frame:6.10e+05 wall_t:1867 t:38125 epi:nan +opt_step:37500 lr:0.0003 alpha:0.006738 +2026-02-10 22:42:27 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:201.45 total_reward_ma:173.06 loss:-8.119 fps:326.8 +frame:6.20e+05 wall_t:1897 t:38750 epi:nan +opt_step:38125 lr:0.0003 alpha:0.006738 +2026-02-10 22:42:58 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:203.20 total_reward_ma:173.53 loss:-7.796 fps:326.9 +frame:6.30e+05 wall_t:1927 t:39375 epi:nan +opt_step:38750 lr:0.0003 alpha:0.006738 +2026-02-10 22:43:27 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:208.85 total_reward_ma:174.09 loss:-7.71 fps:327 +frame:6.40e+05 wall_t:1957 t:40000 epi:nan +opt_step:39375 lr:0.0003 alpha:0.006738 +2026-02-10 22:43:57 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:213.55 total_reward_ma:174.69 loss:-7.471 fps:327.1 +frame:6.50e+05 wall_t:1987 t:40625 epi:nan +opt_step:40000 lr:0.0003 alpha:0.006738 +2026-02-10 22:44:28 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:215.25 total_reward_ma:175.31 loss:-7.262 fps:327.2 +frame:6.60e+05 wall_t:2017 t:41250 epi:nan +opt_step:40625 lr:0.0003 alpha:0.006738 +2026-02-10 22:44:59 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:216.50 total_reward_ma:175.92 loss:-7.06 fps:327.1 +frame:6.70e+05 wall_t:2048 t:41875 epi:nan +opt_step:41250 lr:0.0003 alpha:0.006738 +2026-02-10 22:45:29 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:226.25 total_reward_ma:176.66 loss:-6.886 fps:327.2 +frame:6.80e+05 wall_t:2078 t:42500 epi:nan +opt_step:41875 lr:0.0003 alpha:0.006738 +2026-02-10 22:45:59 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:230.75 total_reward_ma:177.45 loss:-6.793 fps:327.2 +frame:6.90e+05 wall_t:2109 t:43125 epi:nan +opt_step:42500 lr:0.0003 alpha:0.006738 +2026-02-10 22:46:30 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:225.05 total_reward_ma:178.13 loss:-6.684 fps:327.3 +frame:7.00e+05 wall_t:2139 t:43750 epi:nan +opt_step:43125 lr:0.0003 alpha:0.006738 +2026-02-10 22:47:00 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:224.45 total_reward_ma:178.78 loss:-6.466 fps:327.3 +frame:7.10e+05 wall_t:2169 t:44375 epi:nan +opt_step:43750 lr:0.0003 alpha:0.006738 +2026-02-10 22:47:30 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:229.15 total_reward_ma:179.48 loss:-6.196 fps:327.4 +frame:7.20e+05 wall_t:2199 t:45000 epi:nan +opt_step:44375 lr:0.0003 alpha:0.006738 +2026-02-10 22:48:00 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:234.25 total_reward_ma:180.23 loss:-6.124 fps:327.4 +frame:7.30e+05 wall_t:2230 t:45625 epi:nan +opt_step:45000 lr:0.0003 alpha:0.006738 +2026-02-10 22:48:30 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:239.45 total_reward_ma:181.03 loss:-5.823 fps:327.4 +frame:7.40e+05 wall_t:2260 t:46250 epi:nan +opt_step:45625 lr:0.0003 alpha:0.006738 +2026-02-10 22:49:01 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:241.35 total_reward_ma:181.83 loss:-6.013 fps:327.5 +frame:7.50e+05 wall_t:2290 t:46875 epi:nan +opt_step:46250 lr:0.0003 alpha:0.006738 +2026-02-10 22:49:31 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:236.35 total_reward_ma:182.55 loss:-5.725 fps:327.6 +frame:7.60e+05 wall_t:2320 t:47500 epi:nan +opt_step:46875 lr:0.0003 alpha:0.006738 +2026-02-10 22:50:01 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:241.70 total_reward_ma:183.32 loss:-5.538 fps:327.7 +frame:7.70e+05 wall_t:2350 t:48125 epi:nan +opt_step:47500 lr:0.0003 alpha:0.006738 +2026-02-10 22:50:31 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:248.10 total_reward_ma:184.15 loss:-5.381 fps:327.6 +frame:7.80e+05 wall_t:2381 t:48750 epi:nan +opt_step:48125 lr:0.0003 alpha:0.006738 +2026-02-10 22:51:02 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:251.15 total_reward_ma:185.00 loss:-5.37 fps:327.7 +frame:7.90e+05 wall_t:2411 t:49375 epi:nan +opt_step:48750 lr:0.0003 alpha:0.006738 +2026-02-10 22:51:32 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:248.95 total_reward_ma:185.80 loss:-5.339 fps:327.7 +frame:8.00e+05 wall_t:2441 t:50000 epi:nan +opt_step:49375 lr:0.0003 alpha:0.006738 +2026-02-10 22:52:02 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:250.50 total_reward_ma:186.60 loss:-5.216 fps:327.8 +frame:8.10e+05 wall_t:2471 t:50625 epi:nan +opt_step:50000 lr:0.0003 alpha:0.006738 +2026-02-10 22:52:33 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:247.20 total_reward_ma:187.34 loss:-5.094 fps:327.7 +frame:8.20e+05 wall_t:2502 t:51250 epi:nan +opt_step:50625 lr:0.0003 alpha:0.006738 +2026-02-10 22:53:03 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:255.65 total_reward_ma:188.16 loss:-4.816 fps:327.8 +frame:8.30e+05 wall_t:2532 t:51875 epi:nan +opt_step:51250 lr:0.0003 alpha:0.006738 +2026-02-10 22:53:33 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:251.15 total_reward_ma:188.91 loss:-4.809 fps:327.7 +frame:8.40e+05 wall_t:2563 t:52500 epi:nan +opt_step:51875 lr:0.0003 alpha:0.006738 +2026-02-10 22:54:03 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:248.50 total_reward_ma:189.61 loss:-4.601 fps:327.9 +frame:8.50e+05 wall_t:2592 t:53125 epi:nan +opt_step:52500 lr:0.0003 alpha:0.006738 +2026-02-10 22:54:33 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:259.45 total_reward_ma:190.42 loss:-4.476 fps:328 +frame:8.60e+05 wall_t:2622 t:53750 epi:nan +opt_step:53125 lr:0.0003 alpha:0.006738 +2026-02-10 22:55:03 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:253.50 total_reward_ma:191.15 loss:-4.632 fps:328.1 +frame:8.70e+05 wall_t:2652 t:54375 epi:nan +opt_step:53750 lr:0.0003 alpha:0.006738 +2026-02-10 22:55:33 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:255.95 total_reward_ma:191.88 loss:-4.499 fps:328 +frame:8.80e+05 wall_t:2683 t:55000 epi:nan +opt_step:54375 lr:0.0003 alpha:0.006738 +2026-02-10 22:56:04 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:277.25 total_reward_ma:192.84 loss:-4.49 fps:327.9 +frame:8.90e+05 wall_t:2714 t:55625 epi:nan +opt_step:55000 lr:0.0003 alpha:0.006738 +2026-02-10 22:56:34 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:281.75 total_reward_ma:193.83 loss:-4.437 fps:328 +frame:9.00e+05 wall_t:2744 t:56250 epi:nan +opt_step:55625 lr:0.0003 alpha:0.006738 +2026-02-10 22:57:05 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:290.25 total_reward_ma:194.89 loss:-4.323 fps:328 +frame:9.10e+05 wall_t:2774 t:56875 epi:nan +opt_step:56250 lr:0.0003 alpha:0.006738 +2026-02-10 22:57:35 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:305.40 total_reward_ma:196.09 loss:-4.105 fps:328.1 +frame:9.20e+05 wall_t:2804 t:57500 epi:nan +opt_step:56875 lr:0.0003 alpha:0.006738 +2026-02-10 22:58:06 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:309.25 total_reward_ma:197.31 loss:-4.043 fps:327.9 +frame:9.30e+05 wall_t:2836 t:58125 epi:nan +opt_step:57500 lr:0.0003 alpha:0.006738 +2026-02-10 22:58:37 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:301.25 total_reward_ma:198.41 loss:-4.202 fps:328 +frame:9.40e+05 wall_t:2866 t:58750 epi:nan +opt_step:58125 lr:0.0003 alpha:0.006738 +2026-02-10 22:59:06 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:292.30 total_reward_ma:199.40 loss:-4.186 fps:328 +frame:9.50e+05 wall_t:2896 t:59375 epi:nan +opt_step:58750 lr:0.0003 alpha:0.006746 +2026-02-10 22:59:37 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:270.00 total_reward_ma:200.14 loss:-3.922 fps:328.1 +frame:9.60e+05 wall_t:2926 t:60000 epi:nan +opt_step:59375 lr:0.0003 alpha:0.007113 +2026-02-10 23:00:08 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:237.15 total_reward_ma:200.52 loss:-4.026 fps:328 +frame:9.70e+05 wall_t:2957 t:60625 epi:nan +opt_step:60000 lr:0.0003 alpha:0.00845 +2026-02-10 23:00:38 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:199.40 total_reward_ma:200.51 loss:-3.856 fps:328.1 +frame:9.80e+05 wall_t:2987 t:61250 epi:nan +opt_step:60625 lr:0.0003 alpha:0.008909 +2026-02-10 23:01:08 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:173.90 total_reward_ma:200.24 loss:-3.856 fps:328.1 +frame:9.90e+05 wall_t:3017 t:61875 epi:nan +opt_step:61250 lr:0.0003 alpha:0.01037 +2026-02-10 23:01:39 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:177.55 total_reward_ma:200.01 loss:-3.975 fps:328.1 +frame:1.00e+06 wall_t:3048 t:62500 epi:nan +opt_step:61875 lr:0.0003 alpha:0.01058 +2026-02-10 23:02:10 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:158.80 total_reward_ma:200.33 loss:-4.165 fps:328 +frame:1.01e+06 wall_t:3079 t:63125 epi:nan +opt_step:62500 lr:0.0003 alpha:0.01017 +2026-02-10 23:02:40 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:147.30 total_reward_ma:200.40 loss:-3.903 fps:328 +frame:1.02e+06 wall_t:3110 t:63750 epi:nan +opt_step:63125 lr:0.0003 alpha:0.009883 +2026-02-10 23:03:11 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:142.05 total_reward_ma:200.32 loss:-3.932 fps:328 +frame:1.03e+06 wall_t:3140 t:64375 epi:nan +opt_step:63750 lr:0.0003 alpha:0.009397 +2026-02-10 23:03:40 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:140.30 total_reward_ma:200.34 loss:-3.91 fps:328.2 +frame:1.04e+06 wall_t:3169 t:65000 epi:nan +opt_step:64375 lr:0.0003 alpha:0.00876 +2026-02-10 23:04:10 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:138.25 total_reward_ma:200.30 loss:-3.897 fps:328.1 +frame:1.05e+06 wall_t:3200 t:65625 epi:nan +opt_step:65000 lr:0.0003 alpha:0.008495 +2026-02-10 23:04:40 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:147.30 total_reward_ma:200.33 loss:-3.97 fps:328.3 +frame:1.06e+06 wall_t:3229 t:66250 epi:nan +opt_step:65625 lr:0.0003 alpha:0.008668 +2026-02-10 23:05:11 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:143.75 total_reward_ma:200.40 loss:-3.916 fps:328.2 +frame:1.07e+06 wall_t:3260 t:66875 epi:nan +opt_step:66250 lr:0.0003 alpha:0.009213 +2026-02-10 23:05:41 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:164.55 total_reward_ma:200.70 loss:-3.868 fps:328.3 +frame:1.08e+06 wall_t:3290 t:67500 epi:nan +opt_step:66875 lr:0.0003 alpha:0.009769 +2026-02-10 23:06:10 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:178.85 total_reward_ma:201.10 loss:-3.884 fps:328.3 +frame:1.09e+06 wall_t:3320 t:68125 epi:nan +opt_step:67500 lr:0.0003 alpha:0.01008 +2026-02-10 23:06:41 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:182.35 total_reward_ma:201.55 loss:-3.777 fps:328.4 +frame:1.10e+06 wall_t:3350 t:68750 epi:nan +opt_step:68125 lr:0.0003 alpha:0.01017 +2026-02-10 23:07:11 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:200.00 total_reward_ma:202.25 loss:-3.776 fps:328.4 +frame:1.11e+06 wall_t:3380 t:69375 epi:nan +opt_step:68750 lr:0.0003 alpha:0.0107 +2026-02-10 23:07:40 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:208.40 total_reward_ma:202.92 loss:-3.84 fps:328.4 +frame:1.12e+06 wall_t:3410 t:70000 epi:nan +opt_step:69375 lr:0.0003 alpha:0.01095 +2026-02-10 23:08:11 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:233.00 total_reward_ma:203.85 loss:-3.722 fps:328.4 +frame:1.13e+06 wall_t:3441 t:70625 epi:nan +opt_step:70000 lr:0.0003 alpha:0.01136 +2026-02-10 23:08:41 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:225.70 total_reward_ma:204.75 loss:-3.861 fps:328.5 +frame:1.14e+06 wall_t:3470 t:71250 epi:nan +opt_step:70625 lr:0.0003 alpha:0.01236 +2026-02-10 23:09:12 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:234.55 total_reward_ma:205.75 loss:-3.751 fps:328.5 +frame:1.15e+06 wall_t:3501 t:71875 epi:nan +opt_step:71250 lr:0.0003 alpha:0.01177 +2026-02-10 23:09:42 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:243.70 total_reward_ma:206.78 loss:-3.846 fps:328.5 +frame:1.16e+06 wall_t:3531 t:72500 epi:nan +opt_step:71875 lr:0.0003 alpha:0.01195 +2026-02-10 23:10:12 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:246.90 total_reward_ma:207.96 loss:-3.732 fps:328.5 +frame:1.17e+06 wall_t:3562 t:73125 epi:nan +opt_step:72500 lr:0.0003 alpha:0.01183 +2026-02-10 23:10:43 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:253.00 total_reward_ma:209.19 loss:-3.763 fps:328.4 +frame:1.18e+06 wall_t:3593 t:73750 epi:nan +opt_step:73125 lr:0.0003 alpha:0.01199 +2026-02-10 23:11:14 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:272.35 total_reward_ma:210.54 loss:-3.655 fps:328.5 +frame:1.19e+06 wall_t:3623 t:74375 epi:nan +opt_step:73750 lr:0.0003 alpha:0.01265 +2026-02-10 23:11:44 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:277.90 total_reward_ma:211.85 loss:-3.796 fps:328.5 +frame:1.20e+06 wall_t:3653 t:75000 epi:nan +opt_step:74375 lr:0.0003 alpha:0.01305 +2026-02-10 23:12:14 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:282.20 total_reward_ma:213.21 loss:-3.9 fps:328.4 +frame:1.21e+06 wall_t:3684 t:75625 epi:nan +opt_step:75000 lr:0.0003 alpha:0.01337 +2026-02-10 23:12:45 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:287.20 total_reward_ma:214.63 loss:-3.82 fps:328.5 +frame:1.22e+06 wall_t:3714 t:76250 epi:nan +opt_step:75625 lr:0.0003 alpha:0.0134 +2026-02-10 23:13:16 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:297.40 total_reward_ma:216.08 loss:-3.66 fps:328.4 +frame:1.23e+06 wall_t:3745 t:76875 epi:nan +opt_step:76250 lr:0.0003 alpha:0.01421 +2026-02-10 23:13:47 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:308.75 total_reward_ma:217.66 loss:-3.682 fps:328.4 +frame:1.24e+06 wall_t:3776 t:77500 epi:nan +opt_step:76875 lr:0.0003 alpha:0.01446 +2026-02-10 23:14:17 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:308.75 total_reward_ma:219.27 loss:-3.946 fps:328.4 +frame:1.25e+06 wall_t:3806 t:78125 epi:nan +opt_step:77500 lr:0.0003 alpha:0.01456 +2026-02-10 23:14:47 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:304.55 total_reward_ma:220.79 loss:-3.822 fps:328.5 +frame:1.26e+06 wall_t:3836 t:78750 epi:nan +opt_step:78125 lr:0.0003 alpha:0.0147 +2026-02-10 23:15:17 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:298.80 total_reward_ma:222.17 loss:-3.854 fps:328.5 +frame:1.27e+06 wall_t:3866 t:79375 epi:nan +opt_step:78750 lr:0.0003 alpha:0.01519 +2026-02-10 23:15:46 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:309.55 total_reward_ma:223.63 loss:-3.965 fps:328.5 +frame:1.28e+06 wall_t:3896 t:80000 epi:nan +opt_step:79375 lr:0.0003 alpha:0.01501 +2026-02-10 23:16:17 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:311.40 total_reward_ma:225.14 loss:-4.074 fps:328.6 +frame:1.29e+06 wall_t:3926 t:80625 epi:nan +opt_step:80000 lr:0.0003 alpha:0.01555 +2026-02-10 23:16:47 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:330.95 total_reward_ma:226.71 loss:-4.109 fps:328.5 +frame:1.30e+06 wall_t:3957 t:81250 epi:nan +opt_step:80625 lr:0.0003 alpha:0.01656 +2026-02-10 23:17:17 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:327.95 total_reward_ma:228.12 loss:-4.097 fps:328.7 +frame:1.31e+06 wall_t:3986 t:81875 epi:nan +opt_step:81250 lr:0.0003 alpha:0.0167 +2026-02-10 23:17:47 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:339.85 total_reward_ma:229.68 loss:-4.109 fps:328.7 +frame:1.32e+06 wall_t:4016 t:82500 epi:nan +opt_step:81875 lr:0.0003 alpha:0.01751 +2026-02-10 23:18:18 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:347.50 total_reward_ma:231.30 loss:-4.012 fps:328.6 +frame:1.33e+06 wall_t:4047 t:83125 epi:nan +opt_step:82500 lr:0.0003 alpha:0.0176 +2026-02-10 23:18:49 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:360.55 total_reward_ma:232.92 loss:-4.287 fps:328.6 +frame:1.34e+06 wall_t:4078 t:83750 epi:nan +opt_step:83125 lr:0.0003 alpha:0.01826 +2026-02-10 23:19:20 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:371.25 total_reward_ma:234.61 loss:-4.1 fps:328.5 +frame:1.35e+06 wall_t:4109 t:84375 epi:nan +opt_step:83750 lr:0.0003 alpha:0.01879 +2026-02-10 23:19:51 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:367.60 total_reward_ma:236.22 loss:-4.186 fps:328.4 +frame:1.36e+06 wall_t:4141 t:85000 epi:nan +opt_step:84375 lr:0.0003 alpha:0.01924 +2026-02-10 23:20:22 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:369.05 total_reward_ma:237.93 loss:-4.202 fps:328.5 +frame:1.37e+06 wall_t:4171 t:85625 epi:nan +opt_step:85000 lr:0.0003 alpha:0.02046 +2026-02-10 23:20:54 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:364.15 total_reward_ma:239.49 loss:-4.331 fps:328.3 +frame:1.38e+06 wall_t:4203 t:86250 epi:nan +opt_step:85625 lr:0.0003 alpha:0.01997 +2026-02-10 23:21:25 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:379.40 total_reward_ma:241.06 loss:-4.323 fps:328.3 +frame:1.39e+06 wall_t:4234 t:86875 epi:nan +opt_step:86250 lr:0.0003 alpha:0.02018 +2026-02-10 23:21:56 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:389.45 total_reward_ma:242.79 loss:-4.523 fps:328.3 +frame:1.40e+06 wall_t:4265 t:87500 epi:nan +opt_step:86875 lr:0.0003 alpha:0.02019 +2026-02-10 23:22:27 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:392.20 total_reward_ma:244.50 loss:-4.45 fps:328.2 +frame:1.41e+06 wall_t:4296 t:88125 epi:nan +opt_step:87500 lr:0.0003 alpha:0.0212 +2026-02-10 23:22:57 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:416.55 total_reward_ma:246.47 loss:-4.706 fps:328.2 +frame:1.42e+06 wall_t:4327 t:88750 epi:nan +opt_step:88125 lr:0.0003 alpha:0.02172 +2026-02-10 23:23:28 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:422.60 total_reward_ma:248.61 loss:-4.644 fps:328.2 +frame:1.43e+06 wall_t:4357 t:89375 epi:nan +opt_step:88750 lr:0.0003 alpha:0.02127 +2026-02-10 23:23:59 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:440.90 total_reward_ma:251.03 loss:-4.546 fps:328.1 +frame:1.44e+06 wall_t:4389 t:90000 epi:nan +opt_step:89375 lr:0.0003 alpha:0.02115 +2026-02-10 23:24:31 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:450.05 total_reward_ma:253.63 loss:-4.736 fps:328.1 +frame:1.45e+06 wall_t:4420 t:90625 epi:nan +opt_step:90000 lr:0.0003 alpha:0.02224 +2026-02-10 23:25:02 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:477.40 total_reward_ma:256.50 loss:-4.787 fps:327.9 +frame:1.46e+06 wall_t:4452 t:91250 epi:nan +opt_step:90625 lr:0.0003 alpha:0.02202 +2026-02-10 23:25:34 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:483.00 total_reward_ma:259.48 loss:-4.946 fps:327.9 +frame:1.47e+06 wall_t:4483 t:91875 epi:nan +opt_step:91250 lr:0.0003 alpha:0.02253 +2026-02-10 23:26:05 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:488.85 total_reward_ma:262.50 loss:-4.93 fps:327.8 +frame:1.48e+06 wall_t:4515 t:92500 epi:nan +opt_step:91875 lr:0.0003 alpha:0.0227 +2026-02-10 23:26:36 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:490.75 total_reward_ma:265.58 loss:-4.958 fps:327.8 +frame:1.49e+06 wall_t:4546 t:93125 epi:nan +opt_step:92500 lr:0.0003 alpha:0.02273 +2026-02-10 23:27:07 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:497.05 total_reward_ma:268.66 loss:-4.882 fps:327.7 +frame:1.50e+06 wall_t:4577 t:93750 epi:nan +opt_step:93125 lr:0.0003 alpha:0.02284 +2026-02-10 23:27:39 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:512.85 total_reward_ma:271.84 loss:-5.026 fps:327.7 +frame:1.51e+06 wall_t:4608 t:94375 epi:nan +opt_step:93750 lr:0.0003 alpha:0.02281 +2026-02-10 23:28:10 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:508.60 total_reward_ma:274.97 loss:-5.181 fps:327.7 +frame:1.52e+06 wall_t:4639 t:95000 epi:nan +opt_step:94375 lr:0.0003 alpha:0.02385 +2026-02-10 23:28:41 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:509.40 total_reward_ma:278.09 loss:-5.311 fps:327.6 +frame:1.53e+06 wall_t:4670 t:95625 epi:nan +opt_step:95000 lr:0.0003 alpha:0.02451 +2026-02-10 23:29:12 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:519.30 total_reward_ma:281.30 loss:-5.318 fps:327.6 +frame:1.54e+06 wall_t:4701 t:96250 epi:nan +opt_step:95625 lr:0.0003 alpha:0.0238 +2026-02-10 23:29:43 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:519.55 total_reward_ma:284.45 loss:-5.371 fps:327.6 +frame:1.55e+06 wall_t:4732 t:96875 epi:nan +opt_step:96250 lr:0.0003 alpha:0.02403 +2026-02-10 23:30:15 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:520.00 total_reward_ma:287.56 loss:-5.524 fps:327.5 +frame:1.56e+06 wall_t:4764 t:97500 epi:nan +opt_step:96875 lr:0.0003 alpha:0.02431 +2026-02-10 23:30:45 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:526.70 total_reward_ma:290.70 loss:-5.412 fps:327.5 +frame:1.57e+06 wall_t:4794 t:98125 epi:nan +opt_step:97500 lr:0.0003 alpha:0.02418 +2026-02-10 23:31:17 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:523.05 total_reward_ma:293.86 loss:-5.573 fps:327.4 +frame:1.58e+06 wall_t:4826 t:98750 epi:nan +opt_step:98125 lr:0.0003 alpha:0.02415 +2026-02-10 23:31:48 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:524.75 total_reward_ma:297.02 loss:-5.58 fps:327.4 +frame:1.59e+06 wall_t:4857 t:99375 epi:nan +opt_step:98750 lr:0.0003 alpha:0.02474 +2026-02-10 23:32:19 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:520.95 total_reward_ma:300.16 loss:-5.688 fps:327.3 +frame:1.60e+06 wall_t:4888 t:100000 epi:nan +opt_step:99375 lr:0.0003 alpha:0.0244 +2026-02-10 23:32:50 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:524.90 total_reward_ma:303.38 loss:-5.787 fps:327.3 +frame:1.61e+06 wall_t:4919 t:100625 epi:nan +opt_step:100000 lr:0.0003 alpha:0.02452 +2026-02-10 23:33:21 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:528.10 total_reward_ma:306.64 loss:-5.69 fps:327.2 +frame:1.62e+06 wall_t:4951 t:101250 epi:nan +opt_step:100625 lr:0.0003 alpha:0.02463 +2026-02-10 23:33:52 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:521.20 total_reward_ma:309.82 loss:-5.667 fps:327.2 +frame:1.63e+06 wall_t:4982 t:101875 epi:nan +opt_step:101250 lr:0.0003 alpha:0.02469 +2026-02-10 23:34:23 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:509.20 total_reward_ma:312.83 loss:-6.001 fps:327.1 +frame:1.64e+06 wall_t:5013 t:102500 epi:nan +opt_step:101875 lr:0.0003 alpha:0.02483 +2026-02-10 23:34:54 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:518.80 total_reward_ma:315.88 loss:-5.859 fps:327.2 +frame:1.65e+06 wall_t:5043 t:103125 epi:nan +opt_step:102500 lr:0.0003 alpha:0.02466 +2026-02-10 23:35:25 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:517.35 total_reward_ma:318.90 loss:-5.882 fps:327.2 +frame:1.66e+06 wall_t:5074 t:103750 epi:nan +opt_step:103125 lr:0.0003 alpha:0.02478 +2026-02-10 23:35:55 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:532.30 total_reward_ma:322.06 loss:-6.068 fps:327.1 +frame:1.67e+06 wall_t:5105 t:104375 epi:nan +opt_step:103750 lr:0.0003 alpha:0.02492 +2026-02-10 23:36:26 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:534.30 total_reward_ma:325.14 loss:-5.996 fps:327.1 +frame:1.68e+06 wall_t:5136 t:105000 epi:nan +opt_step:104375 lr:0.0003 alpha:0.0251 +2026-02-10 23:36:57 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:529.20 total_reward_ma:328.12 loss:-6.108 fps:327.1 +frame:1.69e+06 wall_t:5167 t:105625 epi:nan +opt_step:105000 lr:0.0003 alpha:0.02461 +2026-02-10 23:37:28 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:539.75 total_reward_ma:331.27 loss:-6.092 fps:327 +frame:1.70e+06 wall_t:5198 t:106250 epi:nan +opt_step:105625 lr:0.0003 alpha:0.02518 +2026-02-10 23:37:59 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:543.30 total_reward_ma:334.46 loss:-6.272 fps:327 +frame:1.71e+06 wall_t:5229 t:106875 epi:nan +opt_step:106250 lr:0.0003 alpha:0.02576 +2026-02-10 23:38:30 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:550.15 total_reward_ma:337.67 loss:-6.495 fps:327.1 +frame:1.72e+06 wall_t:5259 t:107500 epi:nan +opt_step:106875 lr:0.0003 alpha:0.02505 +2026-02-10 23:39:01 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:554.50 total_reward_ma:340.87 loss:-6.481 fps:327 +frame:1.73e+06 wall_t:5290 t:108125 epi:nan +opt_step:107500 lr:0.0003 alpha:0.02558 +2026-02-10 23:39:32 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:562.95 total_reward_ma:344.11 loss:-6.145 fps:326.9 +frame:1.74e+06 wall_t:5322 t:108750 epi:nan +opt_step:108125 lr:0.0003 alpha:0.02578 +2026-02-10 23:40:03 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:554.35 total_reward_ma:347.24 loss:-6.478 fps:326.9 +frame:1.75e+06 wall_t:5353 t:109375 epi:nan +opt_step:108750 lr:0.0003 alpha:0.02534 +2026-02-10 23:40:34 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:552.40 total_reward_ma:350.40 loss:-6.522 fps:326.9 +frame:1.76e+06 wall_t:5384 t:110000 epi:nan +opt_step:109375 lr:0.0003 alpha:0.02585 +2026-02-10 23:41:05 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:549.05 total_reward_ma:353.47 loss:-6.453 fps:326.9 +frame:1.77e+06 wall_t:5414 t:110625 epi:nan +opt_step:110000 lr:0.0003 alpha:0.02599 +2026-02-10 23:41:35 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:548.20 total_reward_ma:356.47 loss:-6.512 fps:326.9 +frame:1.78e+06 wall_t:5445 t:111250 epi:nan +opt_step:110625 lr:0.0003 alpha:0.02631 +2026-02-10 23:42:06 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:545.55 total_reward_ma:359.42 loss:-6.573 fps:326.9 +frame:1.79e+06 wall_t:5476 t:111875 epi:nan +opt_step:111250 lr:0.0003 alpha:0.02575 +2026-02-10 23:42:37 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:541.60 total_reward_ma:362.34 loss:-6.683 fps:326.9 +frame:1.80e+06 wall_t:5507 t:112500 epi:nan +opt_step:111875 lr:0.0003 alpha:0.02602 +2026-02-10 23:43:08 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:549.30 total_reward_ma:365.33 loss:-6.704 fps:326.8 +frame:1.81e+06 wall_t:5538 t:113125 epi:nan +opt_step:112500 lr:0.0003 alpha:0.02601 +2026-02-10 23:43:40 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:540.50 total_reward_ma:368.26 loss:-6.8 fps:326.8 +frame:1.82e+06 wall_t:5569 t:113750 epi:nan +opt_step:113125 lr:0.0003 alpha:0.02603 +2026-02-10 23:44:10 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:550.55 total_reward_ma:371.21 loss:-6.673 fps:326.8 +frame:1.83e+06 wall_t:5599 t:114375 epi:nan +opt_step:113750 lr:0.0003 alpha:0.02646 +2026-02-10 23:44:41 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:550.45 total_reward_ma:374.21 loss:-7.047 fps:326.8 +frame:1.84e+06 wall_t:5630 t:115000 epi:nan +opt_step:114375 lr:0.0003 alpha:0.02675 +2026-02-10 23:45:12 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:551.05 total_reward_ma:377.23 loss:-6.997 fps:326.8 +frame:1.85e+06 wall_t:5661 t:115625 epi:nan +opt_step:115000 lr:0.0003 alpha:0.02668 +2026-02-10 23:45:43 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:561.70 total_reward_ma:380.25 loss:-6.846 fps:326.7 +frame:1.86e+06 wall_t:5693 t:116250 epi:nan +opt_step:115625 lr:0.0003 alpha:0.02668 +2026-02-10 23:46:14 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:569.10 total_reward_ma:383.41 loss:-6.848 fps:326.8 +frame:1.87e+06 wall_t:5723 t:116875 epi:nan +opt_step:116250 lr:0.0003 alpha:0.02668 +2026-02-10 23:46:45 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:568.80 total_reward_ma:386.54 loss:-6.997 fps:326.7 +frame:1.88e+06 wall_t:5755 t:117500 epi:nan +opt_step:116875 lr:0.0003 alpha:0.0269 +2026-02-10 23:47:16 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:562.85 total_reward_ma:389.39 loss:-7.186 fps:326.7 +frame:1.89e+06 wall_t:5785 t:118125 epi:nan +opt_step:117500 lr:0.0003 alpha:0.02716 +2026-02-10 23:47:47 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:561.65 total_reward_ma:392.19 loss:-7.218 fps:326.7 +frame:1.90e+06 wall_t:5816 t:118750 epi:nan +opt_step:118125 lr:0.0003 alpha:0.02729 +2026-02-10 23:48:18 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:558.10 total_reward_ma:394.87 loss:-7.038 fps:326.7 +frame:1.91e+06 wall_t:5847 t:119375 epi:nan +opt_step:118750 lr:0.0003 alpha:0.02728 +2026-02-10 23:48:49 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:553.45 total_reward_ma:397.35 loss:-7.064 fps:326.6 +frame:1.92e+06 wall_t:5878 t:120000 epi:nan +opt_step:119375 lr:0.0003 alpha:0.02698 +2026-02-10 23:49:20 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:569.35 total_reward_ma:399.95 loss:-7.064 fps:326.6 +frame:1.93e+06 wall_t:5909 t:120625 epi:nan +opt_step:120000 lr:0.0003 alpha:0.02753 +2026-02-10 23:49:50 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:579.40 total_reward_ma:402.73 loss:-7.18 fps:326.6 +frame:1.94e+06 wall_t:5940 t:121250 epi:nan +opt_step:120625 lr:0.0003 alpha:0.02715 +2026-02-10 23:50:21 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:581.10 total_reward_ma:405.62 loss:-7.185 fps:326.6 +frame:1.95e+06 wall_t:5970 t:121875 epi:nan +opt_step:121250 lr:0.0003 alpha:0.02726 +2026-02-10 23:50:52 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:580.30 total_reward_ma:408.73 loss:-7.415 fps:326.6 +frame:1.96e+06 wall_t:6002 t:122500 epi:nan +opt_step:121875 lr:0.0003 alpha:0.02746 +2026-02-10 23:51:23 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:579.70 total_reward_ma:412.15 loss:-7.428 fps:326.6 +frame:1.97e+06 wall_t:6032 t:123125 epi:nan +opt_step:122500 lr:0.0003 alpha:0.02757 +2026-02-10 23:51:51 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:582.40 total_reward_ma:415.98 loss:-7.193 fps:326.7 +frame:1.98e+06 wall_t:6060 t:123750 epi:nan +opt_step:123125 lr:0.0003 alpha:0.02747 +2026-02-10 23:52:12 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:578.50 total_reward_ma:420.03 loss:-6.984 fps:327.2 +frame:1.99e+06 wall_t:6081 t:124375 epi:nan +opt_step:123750 lr:0.0003 alpha:0.02767 +2026-02-10 23:52:33 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:578.70 total_reward_ma:424.04 loss:-7.229 fps:327.7 +frame:2.00e+06 wall_t:6103 t:125000 epi:nan +opt_step:124375 lr:0.0003 alpha:0.02717 +2026-02-10 23:52:34 | INFO | PID:1358 | slm_lab.lib.logger:info | Session 0 done diff --git a/data/sac_atari_spaceinvaders_2026_02_10_221043/log/sac_atari_spaceinvaders_t0_s1.log b/data/sac_atari_spaceinvaders_2026_02_10_221043/log/sac_atari_spaceinvaders_t0_s1.log new file mode 100644 index 0000000000000000000000000000000000000000..a65edbb999b543281b3db5492cbc6da5b95594f3 --- /dev/null +++ b/data/sac_atari_spaceinvaders_2026_02_10_221043/log/sac_atari_spaceinvaders_t0_s1.log @@ -0,0 +1,802 @@ +2026-02-10 22:10:48 | INFO | PID:1359 | slm_lab.env:_make_vector_env | AtariVectorEnv: 16 envs, native preprocessing +2026-02-10 22:11:37 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:94.64 total_reward_ma:94.64 loss:nan fps:217.4 +frame:1.00e+04 wall_t:46 t:625 epi:nan +opt_step:0 lr:0.0003 alpha:1 +2026-02-10 22:12:08 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:111.72 total_reward_ma:103.18 loss:-6.792 fps:259.7 +frame:2.00e+04 wall_t:77 t:1250 epi:nan +opt_step:625 lr:0.0003 alpha:0.8351 +2026-02-10 22:12:37 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:116.13 total_reward_ma:107.50 loss:-9.986 fps:283 +frame:3.00e+04 wall_t:106 t:1875 epi:nan +opt_step:1250 lr:0.0003 alpha:0.7065 +2026-02-10 22:13:08 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:118.72 total_reward_ma:110.30 loss:-12.54 fps:292 +frame:4.00e+04 wall_t:137 t:2500 epi:nan +opt_step:1875 lr:0.0003 alpha:0.6031 +2026-02-10 22:13:37 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:128.76 total_reward_ma:113.99 loss:-14.81 fps:299.4 +frame:5.00e+04 wall_t:167 t:3125 epi:nan +opt_step:2500 lr:0.0003 alpha:0.5182 +2026-02-10 22:14:07 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:130.80 total_reward_ma:116.80 loss:-16.97 fps:304.6 +frame:6.00e+04 wall_t:197 t:3750 epi:nan +opt_step:3125 lr:0.0003 alpha:0.4472 +2026-02-10 22:14:38 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:130.60 total_reward_ma:118.77 loss:-18.76 fps:308.4 +frame:7.00e+04 wall_t:227 t:4375 epi:nan +opt_step:3750 lr:0.0003 alpha:0.3871 +2026-02-10 22:15:08 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:134.55 total_reward_ma:120.74 loss:-20.01 fps:311.3 +frame:8.00e+04 wall_t:257 t:5000 epi:nan +opt_step:4375 lr:0.0003 alpha:0.3359 +2026-02-10 22:15:38 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:132.10 total_reward_ma:122.00 loss:-20.85 fps:313.6 +frame:9.00e+04 wall_t:287 t:5625 epi:nan +opt_step:5000 lr:0.0003 alpha:0.2919 +2026-02-10 22:16:08 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:129.30 total_reward_ma:122.73 loss:-20.5 fps:315.5 +frame:1.00e+05 wall_t:317 t:6250 epi:nan +opt_step:5625 lr:0.0003 alpha:0.2539 +2026-02-10 22:16:38 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:136.10 total_reward_ma:123.95 loss:-21.5 fps:317 +frame:1.10e+05 wall_t:347 t:6875 epi:nan +opt_step:6250 lr:0.0003 alpha:0.221 +2026-02-10 22:17:08 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:135.50 total_reward_ma:124.91 loss:-22.07 fps:318.3 +frame:1.20e+05 wall_t:377 t:7500 epi:nan +opt_step:6875 lr:0.0003 alpha:0.1925 +2026-02-10 22:17:37 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:139.80 total_reward_ma:126.06 loss:-22.75 fps:320.2 +frame:1.30e+05 wall_t:406 t:8125 epi:nan +opt_step:7500 lr:0.0003 alpha:0.1678 +2026-02-10 22:18:07 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:149.80 total_reward_ma:127.75 loss:-22.39 fps:321.1 +frame:1.40e+05 wall_t:436 t:8750 epi:nan +opt_step:8125 lr:0.0003 alpha:0.1463 +2026-02-10 22:18:38 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:163.90 total_reward_ma:130.16 loss:-23.01 fps:321.2 +frame:1.50e+05 wall_t:467 t:9375 epi:nan +opt_step:8750 lr:0.0003 alpha:0.1276 +2026-02-10 22:19:08 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:166.25 total_reward_ma:132.42 loss:-22.1 fps:321.3 +frame:1.60e+05 wall_t:498 t:10000 epi:nan +opt_step:9375 lr:0.0003 alpha:0.1113 +2026-02-10 22:19:39 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:161.25 total_reward_ma:134.11 loss:-22.26 fps:322 +frame:1.70e+05 wall_t:528 t:10625 epi:nan +opt_step:10000 lr:0.0003 alpha:0.09709 +2026-02-10 22:20:09 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:173.05 total_reward_ma:136.28 loss:-22.23 fps:322.6 +frame:1.80e+05 wall_t:558 t:11250 epi:nan +opt_step:10625 lr:0.0003 alpha:0.08474 +2026-02-10 22:20:39 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:176.35 total_reward_ma:138.39 loss:-22.2 fps:323.1 +frame:1.90e+05 wall_t:588 t:11875 epi:nan +opt_step:11250 lr:0.0003 alpha:0.07398 +2026-02-10 22:21:10 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:168.50 total_reward_ma:139.89 loss:-21.93 fps:323.1 +frame:2.00e+05 wall_t:619 t:12500 epi:nan +opt_step:11875 lr:0.0003 alpha:0.06463 +2026-02-10 22:21:39 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:162.15 total_reward_ma:140.95 loss:-21.51 fps:324.1 +frame:2.10e+05 wall_t:648 t:13125 epi:nan +opt_step:12500 lr:0.0003 alpha:0.05647 +2026-02-10 22:22:09 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:160.25 total_reward_ma:141.83 loss:-20.93 fps:324.5 +frame:2.20e+05 wall_t:678 t:13750 epi:nan +opt_step:13125 lr:0.0003 alpha:0.04936 +2026-02-10 22:22:39 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:163.80 total_reward_ma:142.78 loss:-20.49 fps:324.9 +frame:2.30e+05 wall_t:708 t:14375 epi:nan +opt_step:13750 lr:0.0003 alpha:0.04315 +2026-02-10 22:23:08 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:153.15 total_reward_ma:143.22 loss:-20.19 fps:325.6 +frame:2.40e+05 wall_t:737 t:15000 epi:nan +opt_step:14375 lr:0.0003 alpha:0.03777 +2026-02-10 22:23:38 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:157.80 total_reward_ma:143.80 loss:-19.83 fps:325.9 +frame:2.50e+05 wall_t:767 t:15625 epi:nan +opt_step:15000 lr:0.0003 alpha:0.03306 +2026-02-10 22:24:09 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:168.65 total_reward_ma:144.75 loss:-19.51 fps:325.8 +frame:2.60e+05 wall_t:798 t:16250 epi:nan +opt_step:15625 lr:0.0003 alpha:0.02895 +2026-02-10 22:24:38 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:178.35 total_reward_ma:146.00 loss:-18.8 fps:326.5 +frame:2.70e+05 wall_t:827 t:16875 epi:nan +opt_step:16250 lr:0.0003 alpha:0.02539 +2026-02-10 22:25:07 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:181.35 total_reward_ma:147.26 loss:-18.49 fps:327.1 +frame:2.80e+05 wall_t:856 t:17500 epi:nan +opt_step:16875 lr:0.0003 alpha:0.02226 +2026-02-10 22:25:37 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:185.05 total_reward_ma:148.56 loss:-17.82 fps:327.3 +frame:2.90e+05 wall_t:886 t:18125 epi:nan +opt_step:17500 lr:0.0003 alpha:0.01955 +2026-02-10 22:26:07 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:190.10 total_reward_ma:149.95 loss:-17.21 fps:327.5 +frame:3.00e+05 wall_t:916 t:18750 epi:nan +opt_step:18125 lr:0.0003 alpha:0.01725 +2026-02-10 22:26:37 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:200.90 total_reward_ma:151.59 loss:-17.46 fps:327.3 +frame:3.10e+05 wall_t:947 t:19375 epi:nan +opt_step:18750 lr:0.0003 alpha:0.01519 +2026-02-10 22:27:07 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:203.85 total_reward_ma:153.23 loss:-17.01 fps:327.9 +frame:3.20e+05 wall_t:976 t:20000 epi:nan +opt_step:19375 lr:0.0003 alpha:0.01342 +2026-02-10 22:27:36 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:208.10 total_reward_ma:154.89 loss:-16.6 fps:328.4 +frame:3.30e+05 wall_t:1005 t:20625 epi:nan +opt_step:20000 lr:0.0003 alpha:0.01197 +2026-02-10 22:28:07 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:216.60 total_reward_ma:156.70 loss:-15.96 fps:328.2 +frame:3.40e+05 wall_t:1036 t:21250 epi:nan +opt_step:20625 lr:0.0003 alpha:0.01061 +2026-02-10 22:28:37 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:213.10 total_reward_ma:158.31 loss:-15.75 fps:328.3 +frame:3.50e+05 wall_t:1066 t:21875 epi:nan +opt_step:21250 lr:0.0003 alpha:0.009445 +2026-02-10 22:29:07 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:217.60 total_reward_ma:159.96 loss:-15.31 fps:328.5 +frame:3.60e+05 wall_t:1096 t:22500 epi:nan +opt_step:21875 lr:0.0003 alpha:0.008546 +2026-02-10 22:29:37 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:228.25 total_reward_ma:161.81 loss:-14.79 fps:328.6 +frame:3.70e+05 wall_t:1126 t:23125 epi:nan +opt_step:22500 lr:0.0003 alpha:0.007694 +2026-02-10 22:30:06 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:224.90 total_reward_ma:163.47 loss:-14.45 fps:329 +frame:3.80e+05 wall_t:1155 t:23750 epi:nan +opt_step:23125 lr:0.0003 alpha:0.006976 +2026-02-10 22:30:37 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:233.75 total_reward_ma:165.27 loss:-14.05 fps:328.8 +frame:3.90e+05 wall_t:1186 t:24375 epi:nan +opt_step:23750 lr:0.0003 alpha:0.006738 +2026-02-10 22:31:07 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:225.10 total_reward_ma:166.77 loss:-13.91 fps:328.9 +frame:4.00e+05 wall_t:1216 t:25000 epi:nan +opt_step:24375 lr:0.0003 alpha:0.006738 +2026-02-10 22:31:37 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:221.30 total_reward_ma:168.10 loss:-13.69 fps:329.1 +frame:4.10e+05 wall_t:1246 t:25625 epi:nan +opt_step:25000 lr:0.0003 alpha:0.006738 +2026-02-10 22:32:07 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:228.80 total_reward_ma:169.54 loss:-12.97 fps:329.2 +frame:4.20e+05 wall_t:1276 t:26250 epi:nan +opt_step:25625 lr:0.0003 alpha:0.006738 +2026-02-10 22:32:37 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:226.35 total_reward_ma:170.86 loss:-12.64 fps:329.2 +frame:4.30e+05 wall_t:1306 t:26875 epi:nan +opt_step:26250 lr:0.0003 alpha:0.006738 +2026-02-10 22:33:07 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:217.35 total_reward_ma:171.92 loss:-12.43 fps:329.1 +frame:4.40e+05 wall_t:1337 t:27500 epi:nan +opt_step:26875 lr:0.0003 alpha:0.006738 +2026-02-10 22:33:37 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:222.45 total_reward_ma:173.04 loss:-12.19 fps:329.4 +frame:4.50e+05 wall_t:1366 t:28125 epi:nan +opt_step:27500 lr:0.0003 alpha:0.006738 +2026-02-10 22:34:07 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:215.85 total_reward_ma:173.97 loss:-11.97 fps:329.5 +frame:4.60e+05 wall_t:1396 t:28750 epi:nan +opt_step:28125 lr:0.0003 alpha:0.006738 +2026-02-10 22:34:37 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:227.35 total_reward_ma:175.11 loss:-11.54 fps:329.6 +frame:4.70e+05 wall_t:1426 t:29375 epi:nan +opt_step:28750 lr:0.0003 alpha:0.006738 +2026-02-10 22:35:08 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:229.50 total_reward_ma:176.24 loss:-11.35 fps:329.4 +frame:4.80e+05 wall_t:1457 t:30000 epi:nan +opt_step:29375 lr:0.0003 alpha:0.006738 +2026-02-10 22:35:37 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:225.75 total_reward_ma:177.25 loss:-11.18 fps:329.5 +frame:4.90e+05 wall_t:1487 t:30625 epi:nan +opt_step:30000 lr:0.0003 alpha:0.006738 +2026-02-10 22:36:06 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:226.25 total_reward_ma:178.23 loss:-10.51 fps:330 +frame:5.00e+05 wall_t:1515 t:31250 epi:nan +opt_step:30625 lr:0.0003 alpha:0.006738 +2026-02-10 22:36:36 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:236.00 total_reward_ma:179.36 loss:-10.57 fps:330.1 +frame:5.10e+05 wall_t:1545 t:31875 epi:nan +opt_step:31250 lr:0.0003 alpha:0.006738 +2026-02-10 22:37:06 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:232.30 total_reward_ma:180.38 loss:-10.4 fps:330.2 +frame:5.20e+05 wall_t:1575 t:32500 epi:nan +opt_step:31875 lr:0.0003 alpha:0.006738 +2026-02-10 22:37:35 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:229.00 total_reward_ma:181.30 loss:-10.22 fps:330.2 +frame:5.30e+05 wall_t:1605 t:33125 epi:nan +opt_step:32500 lr:0.0003 alpha:0.006738 +2026-02-10 22:38:06 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:225.95 total_reward_ma:182.13 loss:-9.978 fps:330.3 +frame:5.40e+05 wall_t:1635 t:33750 epi:nan +opt_step:33125 lr:0.0003 alpha:0.006738 +2026-02-10 22:38:36 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:225.00 total_reward_ma:182.91 loss:-9.692 fps:330.3 +frame:5.50e+05 wall_t:1665 t:34375 epi:nan +opt_step:33750 lr:0.0003 alpha:0.006738 +2026-02-10 22:39:06 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:219.80 total_reward_ma:183.56 loss:-9.284 fps:330.4 +frame:5.60e+05 wall_t:1695 t:35000 epi:nan +opt_step:34375 lr:0.0003 alpha:0.006738 +2026-02-10 22:39:36 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:214.95 total_reward_ma:184.12 loss:-9.257 fps:330.4 +frame:5.70e+05 wall_t:1725 t:35625 epi:nan +opt_step:35000 lr:0.0003 alpha:0.006738 +2026-02-10 22:40:07 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:219.85 total_reward_ma:184.73 loss:-8.928 fps:330.3 +frame:5.80e+05 wall_t:1756 t:36250 epi:nan +opt_step:35625 lr:0.0003 alpha:0.006738 +2026-02-10 22:40:35 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:223.70 total_reward_ma:185.39 loss:-8.656 fps:330.5 +frame:5.90e+05 wall_t:1785 t:36875 epi:nan +opt_step:36250 lr:0.0003 alpha:0.006738 +2026-02-10 22:41:05 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:225.65 total_reward_ma:186.06 loss:-8.376 fps:330.8 +frame:6.00e+05 wall_t:1814 t:37500 epi:nan +opt_step:36875 lr:0.0003 alpha:0.006738 +2026-02-10 22:41:35 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:234.40 total_reward_ma:186.86 loss:-8.396 fps:330.8 +frame:6.10e+05 wall_t:1844 t:38125 epi:nan +opt_step:37500 lr:0.0003 alpha:0.006738 +2026-02-10 22:42:04 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:235.80 total_reward_ma:187.64 loss:-8.082 fps:330.8 +frame:6.20e+05 wall_t:1874 t:38750 epi:nan +opt_step:38125 lr:0.0003 alpha:0.006738 +2026-02-10 22:42:34 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:236.20 total_reward_ma:188.42 loss:-7.81 fps:331.1 +frame:6.30e+05 wall_t:1903 t:39375 epi:nan +opt_step:38750 lr:0.0003 alpha:0.006738 +2026-02-10 22:43:05 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:242.35 total_reward_ma:189.26 loss:-7.681 fps:330.9 +frame:6.40e+05 wall_t:1934 t:40000 epi:nan +opt_step:39375 lr:0.0003 alpha:0.006738 +2026-02-10 22:43:35 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:237.25 total_reward_ma:190.00 loss:-7.532 fps:331 +frame:6.50e+05 wall_t:1964 t:40625 epi:nan +opt_step:40000 lr:0.0003 alpha:0.006738 +2026-02-10 22:44:04 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:249.95 total_reward_ma:190.90 loss:-7.431 fps:331.2 +frame:6.60e+05 wall_t:1993 t:41250 epi:nan +opt_step:40625 lr:0.0003 alpha:0.006738 +2026-02-10 22:44:34 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:235.65 total_reward_ma:191.57 loss:-7.295 fps:331.2 +frame:6.70e+05 wall_t:2023 t:41875 epi:nan +opt_step:41250 lr:0.0003 alpha:0.006738 +2026-02-10 22:45:04 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:244.85 total_reward_ma:192.36 loss:-7.106 fps:331.1 +frame:6.80e+05 wall_t:2054 t:42500 epi:nan +opt_step:41875 lr:0.0003 alpha:0.006738 +2026-02-10 22:45:34 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:246.40 total_reward_ma:193.14 loss:-6.913 fps:331.3 +frame:6.90e+05 wall_t:2083 t:43125 epi:nan +opt_step:42500 lr:0.0003 alpha:0.006738 +2026-02-10 22:46:04 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:245.35 total_reward_ma:193.89 loss:-6.818 fps:331.3 +frame:7.00e+05 wall_t:2113 t:43750 epi:nan +opt_step:43125 lr:0.0003 alpha:0.006738 +2026-02-10 22:46:34 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:244.60 total_reward_ma:194.60 loss:-6.512 fps:331.3 +frame:7.10e+05 wall_t:2143 t:44375 epi:nan +opt_step:43750 lr:0.0003 alpha:0.006738 +2026-02-10 22:47:04 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:235.25 total_reward_ma:195.16 loss:-6.345 fps:331.3 +frame:7.20e+05 wall_t:2173 t:45000 epi:nan +opt_step:44375 lr:0.0003 alpha:0.006738 +2026-02-10 22:47:35 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:234.20 total_reward_ma:195.70 loss:-6.414 fps:331.2 +frame:7.30e+05 wall_t:2204 t:45625 epi:nan +opt_step:45000 lr:0.0003 alpha:0.006738 +2026-02-10 22:48:05 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:240.85 total_reward_ma:196.31 loss:-6.028 fps:331.2 +frame:7.40e+05 wall_t:2234 t:46250 epi:nan +opt_step:45625 lr:0.0003 alpha:0.006738 +2026-02-10 22:48:35 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:240.60 total_reward_ma:196.90 loss:-5.706 fps:331.3 +frame:7.50e+05 wall_t:2264 t:46875 epi:nan +opt_step:46250 lr:0.0003 alpha:0.006738 +2026-02-10 22:49:05 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:239.55 total_reward_ma:197.46 loss:-5.89 fps:331.3 +frame:7.60e+05 wall_t:2294 t:47500 epi:nan +opt_step:46875 lr:0.0003 alpha:0.006738 +2026-02-10 22:49:35 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:245.35 total_reward_ma:198.08 loss:-5.723 fps:331.3 +frame:7.70e+05 wall_t:2324 t:48125 epi:nan +opt_step:47500 lr:0.0003 alpha:0.006738 +2026-02-10 22:50:05 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:243.95 total_reward_ma:198.67 loss:-5.499 fps:331.2 +frame:7.80e+05 wall_t:2355 t:48750 epi:nan +opt_step:48125 lr:0.0003 alpha:0.006738 +2026-02-10 22:50:36 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:258.95 total_reward_ma:199.43 loss:-5.586 fps:331.2 +frame:7.90e+05 wall_t:2385 t:49375 epi:nan +opt_step:48750 lr:0.0003 alpha:0.006741 +2026-02-10 22:51:06 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:266.75 total_reward_ma:200.28 loss:-5.285 fps:331.3 +frame:8.00e+05 wall_t:2415 t:50000 epi:nan +opt_step:49375 lr:0.0003 alpha:0.006738 +2026-02-10 22:51:36 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:271.60 total_reward_ma:201.16 loss:-5.377 fps:331.3 +frame:8.10e+05 wall_t:2445 t:50625 epi:nan +opt_step:50000 lr:0.0003 alpha:0.006738 +2026-02-10 22:52:06 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:267.65 total_reward_ma:201.97 loss:-5.189 fps:331.3 +frame:8.20e+05 wall_t:2475 t:51250 epi:nan +opt_step:50625 lr:0.0003 alpha:0.006738 +2026-02-10 22:52:36 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:264.00 total_reward_ma:202.71 loss:-4.967 fps:331.3 +frame:8.30e+05 wall_t:2505 t:51875 epi:nan +opt_step:51250 lr:0.0003 alpha:0.006738 +2026-02-10 22:53:05 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:252.85 total_reward_ma:203.31 loss:-5.062 fps:331.5 +frame:8.40e+05 wall_t:2534 t:52500 epi:nan +opt_step:51875 lr:0.0003 alpha:0.006742 +2026-02-10 22:53:35 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:234.55 total_reward_ma:203.68 loss:-5.091 fps:331.5 +frame:8.50e+05 wall_t:2564 t:53125 epi:nan +opt_step:52500 lr:0.0003 alpha:0.007721 +2026-02-10 22:54:05 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:233.15 total_reward_ma:204.02 loss:-5.085 fps:331.5 +frame:8.60e+05 wall_t:2594 t:53750 epi:nan +opt_step:53125 lr:0.0003 alpha:0.008517 +2026-02-10 22:54:35 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:222.30 total_reward_ma:204.23 loss:-4.941 fps:331.6 +frame:8.70e+05 wall_t:2624 t:54375 epi:nan +opt_step:53750 lr:0.0003 alpha:0.009027 +2026-02-10 22:55:05 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:222.95 total_reward_ma:204.44 loss:-5.029 fps:331.6 +frame:8.80e+05 wall_t:2654 t:55000 epi:nan +opt_step:54375 lr:0.0003 alpha:0.009859 +2026-02-10 22:55:35 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:218.65 total_reward_ma:204.60 loss:-5.157 fps:331.6 +frame:8.90e+05 wall_t:2684 t:55625 epi:nan +opt_step:55000 lr:0.0003 alpha:0.01041 +2026-02-10 22:56:05 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:226.40 total_reward_ma:204.85 loss:-4.757 fps:331.5 +frame:9.00e+05 wall_t:2715 t:56250 epi:nan +opt_step:55625 lr:0.0003 alpha:0.009564 +2026-02-10 22:56:35 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:227.70 total_reward_ma:205.10 loss:-5.001 fps:331.6 +frame:9.10e+05 wall_t:2744 t:56875 epi:nan +opt_step:56250 lr:0.0003 alpha:0.009273 +2026-02-10 22:57:05 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:211.45 total_reward_ma:205.17 loss:-5.048 fps:331.5 +frame:9.20e+05 wall_t:2775 t:57500 epi:nan +opt_step:56875 lr:0.0003 alpha:0.01018 +2026-02-10 22:57:36 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:205.55 total_reward_ma:205.17 loss:-5.01 fps:331.6 +frame:9.30e+05 wall_t:2805 t:58125 epi:nan +opt_step:57500 lr:0.0003 alpha:0.009901 +2026-02-10 22:58:05 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:196.65 total_reward_ma:205.08 loss:-4.861 fps:331.7 +frame:9.40e+05 wall_t:2834 t:58750 epi:nan +opt_step:58125 lr:0.0003 alpha:0.009533 +2026-02-10 22:58:34 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:184.75 total_reward_ma:204.87 loss:-4.992 fps:331.8 +frame:9.50e+05 wall_t:2863 t:59375 epi:nan +opt_step:58750 lr:0.0003 alpha:0.009602 +2026-02-10 22:59:03 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:182.25 total_reward_ma:204.63 loss:-5.027 fps:332 +frame:9.60e+05 wall_t:2892 t:60000 epi:nan +opt_step:59375 lr:0.0003 alpha:0.009693 +2026-02-10 22:59:33 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:174.10 total_reward_ma:204.32 loss:-4.936 fps:332 +frame:9.70e+05 wall_t:2922 t:60625 epi:nan +opt_step:60000 lr:0.0003 alpha:0.009578 +2026-02-10 23:00:02 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:156.25 total_reward_ma:203.82 loss:-4.989 fps:332.1 +frame:9.80e+05 wall_t:2951 t:61250 epi:nan +opt_step:60625 lr:0.0003 alpha:0.009662 +2026-02-10 23:00:31 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:160.25 total_reward_ma:203.38 loss:-4.882 fps:332.1 +frame:9.90e+05 wall_t:2981 t:61875 epi:nan +opt_step:61250 lr:0.0003 alpha:0.009551 +2026-02-10 23:01:02 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:150.20 total_reward_ma:202.85 loss:-4.882 fps:332.1 +frame:1.00e+06 wall_t:3011 t:62500 epi:nan +opt_step:61875 lr:0.0003 alpha:0.01013 +2026-02-10 23:01:31 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:153.55 total_reward_ma:203.44 loss:-4.86 fps:332.1 +frame:1.01e+06 wall_t:3041 t:63125 epi:nan +opt_step:62500 lr:0.0003 alpha:0.01017 +2026-02-10 23:02:00 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:156.10 total_reward_ma:203.89 loss:-4.734 fps:332.2 +frame:1.02e+06 wall_t:3070 t:63750 epi:nan +opt_step:63125 lr:0.0003 alpha:0.009976 +2026-02-10 23:02:30 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:153.30 total_reward_ma:204.26 loss:-4.704 fps:332.4 +frame:1.03e+06 wall_t:3099 t:64375 epi:nan +opt_step:63750 lr:0.0003 alpha:0.01013 +2026-02-10 23:03:00 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:148.75 total_reward_ma:204.56 loss:-4.649 fps:332.4 +frame:1.04e+06 wall_t:3129 t:65000 epi:nan +opt_step:64375 lr:0.0003 alpha:0.01034 +2026-02-10 23:03:29 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:168.85 total_reward_ma:204.96 loss:-4.662 fps:332.5 +frame:1.05e+06 wall_t:3158 t:65625 epi:nan +opt_step:65000 lr:0.0003 alpha:0.01064 +2026-02-10 23:03:59 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:182.70 total_reward_ma:205.48 loss:-4.547 fps:332.5 +frame:1.06e+06 wall_t:3188 t:66250 epi:nan +opt_step:65625 lr:0.0003 alpha:0.01149 +2026-02-10 23:04:29 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:188.95 total_reward_ma:206.06 loss:-4.467 fps:332.5 +frame:1.07e+06 wall_t:3218 t:66875 epi:nan +opt_step:66250 lr:0.0003 alpha:0.01193 +2026-02-10 23:04:59 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:205.35 total_reward_ma:206.77 loss:-4.349 fps:332.5 +frame:1.08e+06 wall_t:3248 t:67500 epi:nan +opt_step:66875 lr:0.0003 alpha:0.01221 +2026-02-10 23:05:28 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:223.55 total_reward_ma:207.68 loss:-4.375 fps:332.6 +frame:1.09e+06 wall_t:3277 t:68125 epi:nan +opt_step:67500 lr:0.0003 alpha:0.0121 +2026-02-10 23:05:57 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:248.40 total_reward_ma:208.87 loss:-4.388 fps:332.7 +frame:1.10e+06 wall_t:3306 t:68750 epi:nan +opt_step:68125 lr:0.0003 alpha:0.01226 +2026-02-10 23:06:27 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:242.45 total_reward_ma:209.94 loss:-4.469 fps:332.7 +frame:1.11e+06 wall_t:3336 t:69375 epi:nan +opt_step:68750 lr:0.0003 alpha:0.01241 +2026-02-10 23:06:56 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:256.40 total_reward_ma:211.15 loss:-4.324 fps:332.8 +frame:1.12e+06 wall_t:3365 t:70000 epi:nan +opt_step:69375 lr:0.0003 alpha:0.01305 +2026-02-10 23:07:26 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:260.90 total_reward_ma:212.36 loss:-4.305 fps:332.8 +frame:1.13e+06 wall_t:3395 t:70625 epi:nan +opt_step:70000 lr:0.0003 alpha:0.01296 +2026-02-10 23:07:56 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:245.30 total_reward_ma:213.31 loss:-4.335 fps:332.8 +frame:1.14e+06 wall_t:3425 t:71250 epi:nan +opt_step:70625 lr:0.0003 alpha:0.01313 +2026-02-10 23:08:26 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:250.00 total_reward_ma:214.17 loss:-4.287 fps:332.9 +frame:1.15e+06 wall_t:3455 t:71875 epi:nan +opt_step:71250 lr:0.0003 alpha:0.01348 +2026-02-10 23:08:56 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:256.45 total_reward_ma:215.08 loss:-4.246 fps:332.9 +frame:1.16e+06 wall_t:3485 t:72500 epi:nan +opt_step:71875 lr:0.0003 alpha:0.01358 +2026-02-10 23:09:26 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:271.45 total_reward_ma:216.18 loss:-4.215 fps:332.9 +frame:1.17e+06 wall_t:3515 t:73125 epi:nan +opt_step:72500 lr:0.0003 alpha:0.01455 +2026-02-10 23:09:56 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:269.80 total_reward_ma:217.15 loss:-4.347 fps:332.8 +frame:1.18e+06 wall_t:3546 t:73750 epi:nan +opt_step:73125 lr:0.0003 alpha:0.01461 +2026-02-10 23:10:26 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:280.05 total_reward_ma:218.18 loss:-4.265 fps:332.9 +frame:1.19e+06 wall_t:3575 t:74375 epi:nan +opt_step:73750 lr:0.0003 alpha:0.01527 +2026-02-10 23:10:55 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:281.05 total_reward_ma:219.31 loss:-4.188 fps:333 +frame:1.20e+06 wall_t:3604 t:75000 epi:nan +opt_step:74375 lr:0.0003 alpha:0.01615 +2026-02-10 23:11:25 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:288.00 total_reward_ma:220.57 loss:-4.332 fps:333 +frame:1.21e+06 wall_t:3634 t:75625 epi:nan +opt_step:75000 lr:0.0003 alpha:0.01608 +2026-02-10 23:11:56 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:277.50 total_reward_ma:221.74 loss:-4.162 fps:332.9 +frame:1.22e+06 wall_t:3665 t:76250 epi:nan +opt_step:75625 lr:0.0003 alpha:0.01683 +2026-02-10 23:12:26 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:271.65 total_reward_ma:222.82 loss:-4.321 fps:332.9 +frame:1.23e+06 wall_t:3695 t:76875 epi:nan +opt_step:76250 lr:0.0003 alpha:0.01669 +2026-02-10 23:12:55 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:273.45 total_reward_ma:224.02 loss:-4.358 fps:333 +frame:1.24e+06 wall_t:3724 t:77500 epi:nan +opt_step:76875 lr:0.0003 alpha:0.0173 +2026-02-10 23:13:25 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:284.85 total_reward_ma:225.29 loss:-4.378 fps:333 +frame:1.25e+06 wall_t:3754 t:78125 epi:nan +opt_step:77500 lr:0.0003 alpha:0.01737 +2026-02-10 23:13:54 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:292.50 total_reward_ma:226.53 loss:-4.425 fps:333.1 +frame:1.26e+06 wall_t:3783 t:78750 epi:nan +opt_step:78125 lr:0.0003 alpha:0.01778 +2026-02-10 23:14:24 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:303.90 total_reward_ma:227.78 loss:-4.462 fps:333.1 +frame:1.27e+06 wall_t:3813 t:79375 epi:nan +opt_step:78750 lr:0.0003 alpha:0.01837 +2026-02-10 23:14:54 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:321.00 total_reward_ma:229.18 loss:-4.286 fps:333.1 +frame:1.28e+06 wall_t:3843 t:80000 epi:nan +opt_step:79375 lr:0.0003 alpha:0.01895 +2026-02-10 23:15:23 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:349.25 total_reward_ma:230.82 loss:-4.39 fps:333.1 +frame:1.29e+06 wall_t:3873 t:80625 epi:nan +opt_step:80000 lr:0.0003 alpha:0.01886 +2026-02-10 23:15:53 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:361.85 total_reward_ma:232.54 loss:-4.461 fps:333.2 +frame:1.30e+06 wall_t:3902 t:81250 epi:nan +opt_step:80625 lr:0.0003 alpha:0.01964 +2026-02-10 23:16:22 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:392.35 total_reward_ma:234.46 loss:-4.392 fps:333.2 +frame:1.31e+06 wall_t:3932 t:81875 epi:nan +opt_step:81250 lr:0.0003 alpha:0.01959 +2026-02-10 23:16:53 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:397.85 total_reward_ma:236.40 loss:-4.543 fps:333.2 +frame:1.32e+06 wall_t:3962 t:82500 epi:nan +opt_step:81875 lr:0.0003 alpha:0.01964 +2026-02-10 23:17:23 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:411.70 total_reward_ma:238.43 loss:-4.606 fps:333.2 +frame:1.33e+06 wall_t:3992 t:83125 epi:nan +opt_step:82500 lr:0.0003 alpha:0.01946 +2026-02-10 23:17:53 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:428.80 total_reward_ma:240.55 loss:-4.676 fps:333.2 +frame:1.34e+06 wall_t:4022 t:83750 epi:nan +opt_step:83125 lr:0.0003 alpha:0.01997 +2026-02-10 23:18:23 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:438.15 total_reward_ma:242.80 loss:-4.805 fps:333.2 +frame:1.35e+06 wall_t:4052 t:84375 epi:nan +opt_step:83750 lr:0.0003 alpha:0.02051 +2026-02-10 23:18:54 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:448.50 total_reward_ma:245.11 loss:-4.74 fps:333.1 +frame:1.36e+06 wall_t:4083 t:85000 epi:nan +opt_step:84375 lr:0.0003 alpha:0.02025 +2026-02-10 23:19:24 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:456.40 total_reward_ma:247.39 loss:-4.771 fps:333.1 +frame:1.37e+06 wall_t:4113 t:85625 epi:nan +opt_step:85000 lr:0.0003 alpha:0.021 +2026-02-10 23:19:55 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:464.90 total_reward_ma:249.79 loss:-4.889 fps:333 +frame:1.38e+06 wall_t:4144 t:86250 epi:nan +opt_step:85625 lr:0.0003 alpha:0.02094 +2026-02-10 23:20:26 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:463.70 total_reward_ma:252.09 loss:-4.835 fps:332.9 +frame:1.39e+06 wall_t:4175 t:86875 epi:nan +opt_step:86250 lr:0.0003 alpha:0.02196 +2026-02-10 23:20:57 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:475.95 total_reward_ma:254.60 loss:-5.127 fps:332.9 +frame:1.40e+06 wall_t:4206 t:87500 epi:nan +opt_step:86875 lr:0.0003 alpha:0.02151 +2026-02-10 23:21:27 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:489.90 total_reward_ma:257.29 loss:-5.015 fps:332.9 +frame:1.41e+06 wall_t:4236 t:88125 epi:nan +opt_step:87500 lr:0.0003 alpha:0.02162 +2026-02-10 23:21:58 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:495.20 total_reward_ma:259.95 loss:-5.073 fps:332.8 +frame:1.42e+06 wall_t:4267 t:88750 epi:nan +opt_step:88125 lr:0.0003 alpha:0.02168 +2026-02-10 23:22:29 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:494.80 total_reward_ma:262.64 loss:-5.151 fps:332.7 +frame:1.43e+06 wall_t:4298 t:89375 epi:nan +opt_step:88750 lr:0.0003 alpha:0.02159 +2026-02-10 23:22:58 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:504.60 total_reward_ma:265.51 loss:-5.458 fps:332.7 +frame:1.44e+06 wall_t:4328 t:90000 epi:nan +opt_step:89375 lr:0.0003 alpha:0.02183 +2026-02-10 23:23:30 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:511.75 total_reward_ma:268.40 loss:-5.186 fps:332.6 +frame:1.45e+06 wall_t:4359 t:90625 epi:nan +opt_step:90000 lr:0.0003 alpha:0.02188 +2026-02-10 23:24:01 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:519.75 total_reward_ma:271.44 loss:-5.146 fps:332.6 +frame:1.46e+06 wall_t:4390 t:91250 epi:nan +opt_step:90625 lr:0.0003 alpha:0.0215 +2026-02-10 23:24:31 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:523.60 total_reward_ma:274.40 loss:-5.366 fps:332.6 +frame:1.47e+06 wall_t:4420 t:91875 epi:nan +opt_step:91250 lr:0.0003 alpha:0.0215 +2026-02-10 23:25:02 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:535.00 total_reward_ma:277.46 loss:-5.252 fps:332.5 +frame:1.48e+06 wall_t:4451 t:92500 epi:nan +opt_step:91875 lr:0.0003 alpha:0.02182 +2026-02-10 23:25:33 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:537.10 total_reward_ma:280.57 loss:-5.389 fps:332.4 +frame:1.49e+06 wall_t:4482 t:93125 epi:nan +opt_step:92500 lr:0.0003 alpha:0.02174 +2026-02-10 23:26:03 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:546.65 total_reward_ma:283.78 loss:-5.554 fps:332.4 +frame:1.50e+06 wall_t:4512 t:93750 epi:nan +opt_step:93125 lr:0.0003 alpha:0.02214 +2026-02-10 23:26:34 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:551.50 total_reward_ma:286.93 loss:-5.502 fps:332.4 +frame:1.51e+06 wall_t:4543 t:94375 epi:nan +opt_step:93750 lr:0.0003 alpha:0.0223 +2026-02-10 23:27:04 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:550.90 total_reward_ma:290.12 loss:-5.439 fps:332.4 +frame:1.52e+06 wall_t:4573 t:95000 epi:nan +opt_step:94375 lr:0.0003 alpha:0.02225 +2026-02-10 23:27:35 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:552.50 total_reward_ma:293.35 loss:-5.788 fps:332.3 +frame:1.53e+06 wall_t:4604 t:95625 epi:nan +opt_step:95000 lr:0.0003 alpha:0.02279 +2026-02-10 23:28:05 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:547.90 total_reward_ma:296.57 loss:-5.69 fps:332.3 +frame:1.54e+06 wall_t:4634 t:96250 epi:nan +opt_step:95625 lr:0.0003 alpha:0.0226 +2026-02-10 23:28:36 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:527.35 total_reward_ma:299.60 loss:-5.785 fps:332.3 +frame:1.55e+06 wall_t:4665 t:96875 epi:nan +opt_step:96250 lr:0.0003 alpha:0.02208 +2026-02-10 23:29:07 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:519.40 total_reward_ma:302.59 loss:-5.804 fps:332.2 +frame:1.56e+06 wall_t:4696 t:97500 epi:nan +opt_step:96875 lr:0.0003 alpha:0.02329 +2026-02-10 23:29:38 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:516.95 total_reward_ma:305.61 loss:-5.904 fps:332.1 +frame:1.57e+06 wall_t:4727 t:98125 epi:nan +opt_step:97500 lr:0.0003 alpha:0.02355 +2026-02-10 23:30:09 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:501.55 total_reward_ma:308.43 loss:-5.961 fps:332.1 +frame:1.58e+06 wall_t:4758 t:98750 epi:nan +opt_step:98125 lr:0.0003 alpha:0.02303 +2026-02-10 23:30:40 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:489.00 total_reward_ma:311.08 loss:-5.902 fps:332 +frame:1.59e+06 wall_t:4789 t:99375 epi:nan +opt_step:98750 lr:0.0003 alpha:0.02326 +2026-02-10 23:31:11 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:495.85 total_reward_ma:313.78 loss:-5.852 fps:332 +frame:1.60e+06 wall_t:4820 t:100000 epi:nan +opt_step:99375 lr:0.0003 alpha:0.02302 +2026-02-10 23:31:41 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:498.50 total_reward_ma:316.42 loss:-6.129 fps:332 +frame:1.61e+06 wall_t:4850 t:100625 epi:nan +opt_step:100000 lr:0.0003 alpha:0.02327 +2026-02-10 23:32:11 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:500.70 total_reward_ma:319.07 loss:-6.114 fps:331.9 +frame:1.62e+06 wall_t:4881 t:101250 epi:nan +opt_step:100625 lr:0.0003 alpha:0.02392 +2026-02-10 23:32:42 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:522.35 total_reward_ma:321.93 loss:-6.032 fps:331.9 +frame:1.63e+06 wall_t:4911 t:101875 epi:nan +opt_step:101250 lr:0.0003 alpha:0.02427 +2026-02-10 23:33:13 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:527.40 total_reward_ma:324.79 loss:-6.069 fps:331.8 +frame:1.64e+06 wall_t:4942 t:102500 epi:nan +opt_step:101875 lr:0.0003 alpha:0.02372 +2026-02-10 23:33:44 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:533.75 total_reward_ma:327.75 loss:-6.196 fps:331.8 +frame:1.65e+06 wall_t:4973 t:103125 epi:nan +opt_step:102500 lr:0.0003 alpha:0.02411 +2026-02-10 23:34:14 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:540.55 total_reward_ma:330.66 loss:-6.256 fps:331.7 +frame:1.66e+06 wall_t:5004 t:103750 epi:nan +opt_step:103125 lr:0.0003 alpha:0.02452 +2026-02-10 23:34:45 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:547.85 total_reward_ma:333.78 loss:-6.406 fps:331.7 +frame:1.67e+06 wall_t:5035 t:104375 epi:nan +opt_step:103750 lr:0.0003 alpha:0.02444 +2026-02-10 23:35:16 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:556.95 total_reward_ma:336.90 loss:-6.609 fps:331.7 +frame:1.68e+06 wall_t:5065 t:105000 epi:nan +opt_step:104375 lr:0.0003 alpha:0.02502 +2026-02-10 23:35:47 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:557.30 total_reward_ma:340.01 loss:-6.381 fps:331.6 +frame:1.69e+06 wall_t:5096 t:105625 epi:nan +opt_step:105000 lr:0.0003 alpha:0.0253 +2026-02-10 23:36:17 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:555.20 total_reward_ma:343.11 loss:-6.521 fps:331.6 +frame:1.70e+06 wall_t:5127 t:106250 epi:nan +opt_step:105625 lr:0.0003 alpha:0.02508 +2026-02-10 23:36:49 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:566.30 total_reward_ma:346.32 loss:-6.502 fps:331.5 +frame:1.71e+06 wall_t:5158 t:106875 epi:nan +opt_step:106250 lr:0.0003 alpha:0.02535 +2026-02-10 23:37:19 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:558.85 total_reward_ma:349.56 loss:-6.623 fps:331.5 +frame:1.72e+06 wall_t:5188 t:107500 epi:nan +opt_step:106875 lr:0.0003 alpha:0.02604 +2026-02-10 23:37:50 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:554.80 total_reward_ma:352.77 loss:-6.683 fps:331.5 +frame:1.73e+06 wall_t:5219 t:108125 epi:nan +opt_step:107500 lr:0.0003 alpha:0.0252 +2026-02-10 23:38:20 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:558.05 total_reward_ma:355.94 loss:-6.456 fps:331.5 +frame:1.74e+06 wall_t:5249 t:108750 epi:nan +opt_step:108125 lr:0.0003 alpha:0.02536 +2026-02-10 23:38:51 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:555.95 total_reward_ma:359.09 loss:-6.694 fps:331.4 +frame:1.75e+06 wall_t:5280 t:109375 epi:nan +opt_step:108750 lr:0.0003 alpha:0.02541 +2026-02-10 23:39:21 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:567.30 total_reward_ma:362.37 loss:-6.641 fps:331.5 +frame:1.76e+06 wall_t:5310 t:110000 epi:nan +opt_step:109375 lr:0.0003 alpha:0.02562 +2026-02-10 23:39:52 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:565.00 total_reward_ma:365.57 loss:-6.565 fps:331.4 +frame:1.77e+06 wall_t:5341 t:110625 epi:nan +opt_step:110000 lr:0.0003 alpha:0.02571 +2026-02-10 23:40:22 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:574.05 total_reward_ma:368.87 loss:-6.711 fps:331.3 +frame:1.78e+06 wall_t:5372 t:111250 epi:nan +opt_step:110625 lr:0.0003 alpha:0.02499 +2026-02-10 23:40:53 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:572.20 total_reward_ma:372.00 loss:-6.886 fps:331.4 +frame:1.79e+06 wall_t:5402 t:111875 epi:nan +opt_step:111250 lr:0.0003 alpha:0.0253 +2026-02-10 23:41:24 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:576.60 total_reward_ma:375.10 loss:-6.91 fps:331.3 +frame:1.80e+06 wall_t:5433 t:112500 epi:nan +opt_step:111875 lr:0.0003 alpha:0.02563 +2026-02-10 23:41:55 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:579.80 total_reward_ma:378.18 loss:-6.999 fps:331.3 +frame:1.81e+06 wall_t:5464 t:113125 epi:nan +opt_step:112500 lr:0.0003 alpha:0.0259 +2026-02-10 23:42:25 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:585.25 total_reward_ma:381.36 loss:-7.044 fps:331.3 +frame:1.82e+06 wall_t:5494 t:113750 epi:nan +opt_step:113125 lr:0.0003 alpha:0.02551 +2026-02-10 23:42:56 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:575.30 total_reward_ma:384.47 loss:-7.096 fps:331.2 +frame:1.83e+06 wall_t:5525 t:114375 epi:nan +opt_step:113750 lr:0.0003 alpha:0.02587 +2026-02-10 23:43:26 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:581.15 total_reward_ma:387.75 loss:-6.938 fps:331.2 +frame:1.84e+06 wall_t:5555 t:115000 epi:nan +opt_step:114375 lr:0.0003 alpha:0.02544 +2026-02-10 23:43:56 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:574.30 total_reward_ma:391.15 loss:-7.092 fps:331.2 +frame:1.85e+06 wall_t:5586 t:115625 epi:nan +opt_step:115000 lr:0.0003 alpha:0.02587 +2026-02-10 23:44:27 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:574.75 total_reward_ma:394.57 loss:-7.18 fps:331.2 +frame:1.86e+06 wall_t:5616 t:116250 epi:nan +opt_step:115625 lr:0.0003 alpha:0.02573 +2026-02-10 23:44:58 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:576.05 total_reward_ma:398.10 loss:-6.975 fps:331.1 +frame:1.87e+06 wall_t:5647 t:116875 epi:nan +opt_step:116250 lr:0.0003 alpha:0.02608 +2026-02-10 23:45:29 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:573.80 total_reward_ma:401.61 loss:-7.29 fps:331.1 +frame:1.88e+06 wall_t:5678 t:117500 epi:nan +opt_step:116875 lr:0.0003 alpha:0.02588 +2026-02-10 23:45:59 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:568.75 total_reward_ma:405.11 loss:-7.262 fps:331.1 +frame:1.89e+06 wall_t:5709 t:118125 epi:nan +opt_step:117500 lr:0.0003 alpha:0.02576 +2026-02-10 23:46:29 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:566.15 total_reward_ma:408.51 loss:-7.225 fps:331.1 +frame:1.90e+06 wall_t:5738 t:118750 epi:nan +opt_step:118125 lr:0.0003 alpha:0.02599 +2026-02-10 23:47:00 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:557.80 total_reward_ma:411.81 loss:-7.352 fps:331 +frame:1.91e+06 wall_t:5770 t:119375 epi:nan +opt_step:118750 lr:0.0003 alpha:0.02556 +2026-02-10 23:47:31 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:553.40 total_reward_ma:415.23 loss:-7.31 fps:331 +frame:1.92e+06 wall_t:5800 t:120000 epi:nan +opt_step:119375 lr:0.0003 alpha:0.0258 +2026-02-10 23:48:01 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:554.40 total_reward_ma:418.72 loss:-7.195 fps:331 +frame:1.93e+06 wall_t:5830 t:120625 epi:nan +opt_step:120000 lr:0.0003 alpha:0.02565 +2026-02-10 23:48:31 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:554.60 total_reward_ma:422.30 loss:-7.409 fps:331 +frame:1.94e+06 wall_t:5861 t:121250 epi:nan +opt_step:120625 lr:0.0003 alpha:0.02538 +2026-02-10 23:49:02 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:549.75 total_reward_ma:425.95 loss:-7.555 fps:331 +frame:1.95e+06 wall_t:5891 t:121875 epi:nan +opt_step:121250 lr:0.0003 alpha:0.02574 +2026-02-10 23:49:32 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:549.50 total_reward_ma:429.62 loss:-7.327 fps:331 +frame:1.96e+06 wall_t:5921 t:122500 epi:nan +opt_step:121875 lr:0.0003 alpha:0.02559 +2026-02-10 23:50:03 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:557.90 total_reward_ma:433.46 loss:-7.505 fps:331 +frame:1.97e+06 wall_t:5952 t:123125 epi:nan +opt_step:122500 lr:0.0003 alpha:0.02625 +2026-02-10 23:50:34 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:556.95 total_reward_ma:437.47 loss:-7.547 fps:330.9 +frame:1.98e+06 wall_t:5983 t:123750 epi:nan +opt_step:123125 lr:0.0003 alpha:0.02572 +2026-02-10 23:51:04 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:558.05 total_reward_ma:441.44 loss:-7.511 fps:330.9 +frame:1.99e+06 wall_t:6013 t:124375 epi:nan +opt_step:123750 lr:0.0003 alpha:0.02608 +2026-02-10 23:51:34 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:551.75 total_reward_ma:445.46 loss:-7.479 fps:331 +frame:2.00e+06 wall_t:6043 t:125000 epi:nan +opt_step:124375 lr:0.0003 alpha:0.02622 +2026-02-10 23:51:35 | INFO | PID:1359 | slm_lab.lib.logger:info | Session 1 done diff --git a/data/sac_atari_spaceinvaders_2026_02_10_221043/log/sac_atari_spaceinvaders_t0_s2.log b/data/sac_atari_spaceinvaders_2026_02_10_221043/log/sac_atari_spaceinvaders_t0_s2.log new file mode 100644 index 0000000000000000000000000000000000000000..825ddbb1ce5fa77535fd93ffe7ebb6ae1fd308bf --- /dev/null +++ b/data/sac_atari_spaceinvaders_2026_02_10_221043/log/sac_atari_spaceinvaders_t0_s2.log @@ -0,0 +1,802 @@ +2026-02-10 22:10:48 | INFO | PID:1360 | slm_lab.env:_make_vector_env | AtariVectorEnv: 16 envs, native preprocessing +2026-02-10 22:11:38 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:125.00 total_reward_ma:125.00 loss:nan fps:212.8 +frame:1.00e+04 wall_t:47 t:625 epi:nan +opt_step:0 lr:0.0003 alpha:1 +2026-02-10 22:12:08 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:148.91 total_reward_ma:136.95 loss:-6.584 fps:259.7 +frame:2.00e+04 wall_t:77 t:1250 epi:nan +opt_step:625 lr:0.0003 alpha:0.835 +2026-02-10 22:12:37 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:153.24 total_reward_ma:142.38 loss:-9.76 fps:283 +frame:3.00e+04 wall_t:106 t:1875 epi:nan +opt_step:1250 lr:0.0003 alpha:0.7065 +2026-02-10 22:13:08 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:147.11 total_reward_ma:143.56 loss:-12.62 fps:292 +frame:4.00e+04 wall_t:137 t:2500 epi:nan +opt_step:1875 lr:0.0003 alpha:0.6031 +2026-02-10 22:13:38 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:145.27 total_reward_ma:143.91 loss:-15.12 fps:299.4 +frame:5.00e+04 wall_t:167 t:3125 epi:nan +opt_step:2500 lr:0.0003 alpha:0.5182 +2026-02-10 22:14:08 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:146.90 total_reward_ma:144.40 loss:-17.17 fps:304.6 +frame:6.00e+04 wall_t:197 t:3750 epi:nan +opt_step:3125 lr:0.0003 alpha:0.4472 +2026-02-10 22:14:38 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:149.80 total_reward_ma:145.18 loss:-18.75 fps:308.4 +frame:7.00e+04 wall_t:227 t:4375 epi:nan +opt_step:3750 lr:0.0003 alpha:0.3871 +2026-02-10 22:15:09 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:156.40 total_reward_ma:146.58 loss:-19.82 fps:310.1 +frame:8.00e+04 wall_t:258 t:5000 epi:nan +opt_step:4375 lr:0.0003 alpha:0.3359 +2026-02-10 22:15:40 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:158.30 total_reward_ma:147.88 loss:-20.19 fps:311.4 +frame:9.00e+04 wall_t:289 t:5625 epi:nan +opt_step:5000 lr:0.0003 alpha:0.2919 +2026-02-10 22:16:09 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:165.05 total_reward_ma:149.60 loss:-20.29 fps:314.5 +frame:1.00e+05 wall_t:318 t:6250 epi:nan +opt_step:5625 lr:0.0003 alpha:0.2539 +2026-02-10 22:16:39 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:174.40 total_reward_ma:151.85 loss:-22.05 fps:316.1 +frame:1.10e+05 wall_t:348 t:6875 epi:nan +opt_step:6250 lr:0.0003 alpha:0.221 +2026-02-10 22:17:10 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:172.60 total_reward_ma:153.58 loss:-22.68 fps:316.6 +frame:1.20e+05 wall_t:379 t:7500 epi:nan +opt_step:6875 lr:0.0003 alpha:0.1925 +2026-02-10 22:17:39 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:168.15 total_reward_ma:154.70 loss:-22.45 fps:318.6 +frame:1.30e+05 wall_t:408 t:8125 epi:nan +opt_step:7500 lr:0.0003 alpha:0.1678 +2026-02-10 22:18:09 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:173.00 total_reward_ma:156.01 loss:-23.02 fps:319.6 +frame:1.40e+05 wall_t:438 t:8750 epi:nan +opt_step:8125 lr:0.0003 alpha:0.1463 +2026-02-10 22:18:39 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:169.95 total_reward_ma:156.94 loss:-22.52 fps:320.5 +frame:1.50e+05 wall_t:468 t:9375 epi:nan +opt_step:8750 lr:0.0003 alpha:0.1276 +2026-02-10 22:19:10 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:164.30 total_reward_ma:157.40 loss:-22.23 fps:320.6 +frame:1.60e+05 wall_t:499 t:10000 epi:nan +opt_step:9375 lr:0.0003 alpha:0.1113 +2026-02-10 22:19:40 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:162.50 total_reward_ma:157.70 loss:-22.1 fps:321.4 +frame:1.70e+05 wall_t:529 t:10625 epi:nan +opt_step:10000 lr:0.0003 alpha:0.0971 +2026-02-10 22:20:10 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:159.90 total_reward_ma:157.82 loss:-22.47 fps:322 +frame:1.80e+05 wall_t:559 t:11250 epi:nan +opt_step:10625 lr:0.0003 alpha:0.08475 +2026-02-10 22:20:40 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:149.85 total_reward_ma:157.40 loss:-22.44 fps:322.6 +frame:1.90e+05 wall_t:589 t:11875 epi:nan +opt_step:11250 lr:0.0003 alpha:0.07399 +2026-02-10 22:21:10 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:154.65 total_reward_ma:157.26 loss:-22.08 fps:323.1 +frame:2.00e+05 wall_t:619 t:12500 epi:nan +opt_step:11875 lr:0.0003 alpha:0.06462 +2026-02-10 22:21:40 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:154.80 total_reward_ma:157.15 loss:-21.49 fps:323.6 +frame:2.10e+05 wall_t:649 t:13125 epi:nan +opt_step:12500 lr:0.0003 alpha:0.05646 +2026-02-10 22:22:10 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:167.50 total_reward_ma:157.62 loss:-20.78 fps:324 +frame:2.20e+05 wall_t:679 t:13750 epi:nan +opt_step:13125 lr:0.0003 alpha:0.04934 +2026-02-10 22:22:40 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:163.50 total_reward_ma:157.87 loss:-20.48 fps:324.4 +frame:2.30e+05 wall_t:709 t:14375 epi:nan +opt_step:13750 lr:0.0003 alpha:0.04315 +2026-02-10 22:23:10 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:174.10 total_reward_ma:158.55 loss:-20.61 fps:324.8 +frame:2.40e+05 wall_t:739 t:15000 epi:nan +opt_step:14375 lr:0.0003 alpha:0.03775 +2026-02-10 22:23:39 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:183.05 total_reward_ma:159.53 loss:-20.2 fps:325.5 +frame:2.50e+05 wall_t:768 t:15625 epi:nan +opt_step:15000 lr:0.0003 alpha:0.03304 +2026-02-10 22:24:09 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:185.80 total_reward_ma:160.54 loss:-19.28 fps:325.8 +frame:2.60e+05 wall_t:798 t:16250 epi:nan +opt_step:15625 lr:0.0003 alpha:0.02893 +2026-02-10 22:24:38 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:180.15 total_reward_ma:161.27 loss:-19.18 fps:326.5 +frame:2.70e+05 wall_t:827 t:16875 epi:nan +opt_step:16250 lr:0.0003 alpha:0.02538 +2026-02-10 22:25:07 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:184.80 total_reward_ma:162.11 loss:-18.61 fps:327.1 +frame:2.80e+05 wall_t:856 t:17500 epi:nan +opt_step:16875 lr:0.0003 alpha:0.02229 +2026-02-10 22:25:38 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:193.95 total_reward_ma:163.20 loss:-18.18 fps:326.9 +frame:2.90e+05 wall_t:887 t:18125 epi:nan +opt_step:17500 lr:0.0003 alpha:0.01956 +2026-02-10 22:26:07 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:184.70 total_reward_ma:163.92 loss:-17.95 fps:327.5 +frame:3.00e+05 wall_t:916 t:18750 epi:nan +opt_step:18125 lr:0.0003 alpha:0.01723 +2026-02-10 22:26:36 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:177.20 total_reward_ma:164.35 loss:-17.41 fps:328 +frame:3.10e+05 wall_t:945 t:19375 epi:nan +opt_step:18750 lr:0.0003 alpha:0.01517 +2026-02-10 22:27:06 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:185.15 total_reward_ma:165.00 loss:-17.11 fps:328.2 +frame:3.20e+05 wall_t:975 t:20000 epi:nan +opt_step:19375 lr:0.0003 alpha:0.01346 +2026-02-10 22:27:36 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:202.40 total_reward_ma:166.13 loss:-16.67 fps:328.4 +frame:3.30e+05 wall_t:1005 t:20625 epi:nan +opt_step:20000 lr:0.0003 alpha:0.01193 +2026-02-10 22:28:07 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:195.60 total_reward_ma:167.00 loss:-16.24 fps:328.2 +frame:3.40e+05 wall_t:1036 t:21250 epi:nan +opt_step:20625 lr:0.0003 alpha:0.01063 +2026-02-10 22:28:37 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:191.75 total_reward_ma:167.71 loss:-15.55 fps:328.3 +frame:3.50e+05 wall_t:1066 t:21875 epi:nan +opt_step:21250 lr:0.0003 alpha:0.009491 +2026-02-10 22:29:07 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:195.75 total_reward_ma:168.49 loss:-15.35 fps:328.5 +frame:3.60e+05 wall_t:1096 t:22500 epi:nan +opt_step:21875 lr:0.0003 alpha:0.008523 +2026-02-10 22:29:37 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:196.00 total_reward_ma:169.23 loss:-15.05 fps:328.6 +frame:3.70e+05 wall_t:1126 t:23125 epi:nan +opt_step:22500 lr:0.0003 alpha:0.0077 +2026-02-10 22:30:07 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:200.50 total_reward_ma:170.05 loss:-14.17 fps:328.7 +frame:3.80e+05 wall_t:1156 t:23750 epi:nan +opt_step:23125 lr:0.0003 alpha:0.007093 +2026-02-10 22:30:37 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:190.55 total_reward_ma:170.58 loss:-13.93 fps:328.8 +frame:3.90e+05 wall_t:1186 t:24375 epi:nan +opt_step:23750 lr:0.0003 alpha:0.006738 +2026-02-10 22:31:07 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:200.00 total_reward_ma:171.31 loss:-13.59 fps:328.9 +frame:4.00e+05 wall_t:1216 t:25000 epi:nan +opt_step:24375 lr:0.0003 alpha:0.006738 +2026-02-10 22:31:38 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:207.65 total_reward_ma:172.20 loss:-13.51 fps:329.1 +frame:4.10e+05 wall_t:1246 t:25625 epi:nan +opt_step:25000 lr:0.0003 alpha:0.006738 +2026-02-10 22:32:08 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:215.25 total_reward_ma:173.22 loss:-13.17 fps:328.9 +frame:4.20e+05 wall_t:1277 t:26250 epi:nan +opt_step:25625 lr:0.0003 alpha:0.006738 +2026-02-10 22:32:38 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:216.90 total_reward_ma:174.24 loss:-12.66 fps:329 +frame:4.30e+05 wall_t:1307 t:26875 epi:nan +opt_step:26250 lr:0.0003 alpha:0.006738 +2026-02-10 22:33:09 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:228.95 total_reward_ma:175.48 loss:-12.37 fps:328.8 +frame:4.40e+05 wall_t:1338 t:27500 epi:nan +opt_step:26875 lr:0.0003 alpha:0.006738 +2026-02-10 22:33:38 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:244.75 total_reward_ma:177.02 loss:-12.37 fps:329.2 +frame:4.50e+05 wall_t:1367 t:28125 epi:nan +opt_step:27500 lr:0.0003 alpha:0.006738 +2026-02-10 22:34:08 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:236.80 total_reward_ma:178.32 loss:-11.81 fps:329.3 +frame:4.60e+05 wall_t:1397 t:28750 epi:nan +opt_step:28125 lr:0.0003 alpha:0.006738 +2026-02-10 22:34:39 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:233.20 total_reward_ma:179.49 loss:-11.78 fps:329.1 +frame:4.70e+05 wall_t:1428 t:29375 epi:nan +opt_step:28750 lr:0.0003 alpha:0.006738 +2026-02-10 22:35:09 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:239.05 total_reward_ma:180.73 loss:-11.17 fps:329.4 +frame:4.80e+05 wall_t:1457 t:30000 epi:nan +opt_step:29375 lr:0.0003 alpha:0.006738 +2026-02-10 22:35:38 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:238.75 total_reward_ma:181.91 loss:-11.18 fps:329.5 +frame:4.90e+05 wall_t:1487 t:30625 epi:nan +opt_step:30000 lr:0.0003 alpha:0.006738 +2026-02-10 22:36:09 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:243.20 total_reward_ma:183.14 loss:-10.73 fps:329.6 +frame:5.00e+05 wall_t:1517 t:31250 epi:nan +opt_step:30625 lr:0.0003 alpha:0.006738 +2026-02-10 22:36:39 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:230.60 total_reward_ma:184.07 loss:-10.53 fps:329.7 +frame:5.10e+05 wall_t:1547 t:31875 epi:nan +opt_step:31250 lr:0.0003 alpha:0.006738 +2026-02-10 22:37:09 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:217.45 total_reward_ma:184.71 loss:-10.48 fps:329.5 +frame:5.20e+05 wall_t:1578 t:32500 epi:nan +opt_step:31875 lr:0.0003 alpha:0.006738 +2026-02-10 22:37:39 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:220.15 total_reward_ma:185.38 loss:-10.06 fps:329.6 +frame:5.30e+05 wall_t:1608 t:33125 epi:nan +opt_step:32500 lr:0.0003 alpha:0.006738 +2026-02-10 22:38:09 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:212.60 total_reward_ma:185.89 loss:-10.04 fps:329.7 +frame:5.40e+05 wall_t:1638 t:33750 epi:nan +opt_step:33125 lr:0.0003 alpha:0.006738 +2026-02-10 22:38:38 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:205.60 total_reward_ma:186.24 loss:-9.673 fps:329.9 +frame:5.50e+05 wall_t:1667 t:34375 epi:nan +opt_step:33750 lr:0.0003 alpha:0.006738 +2026-02-10 22:39:08 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:203.65 total_reward_ma:186.55 loss:-9.292 fps:330 +frame:5.60e+05 wall_t:1697 t:35000 epi:nan +opt_step:34375 lr:0.0003 alpha:0.006738 +2026-02-10 22:39:39 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:205.20 total_reward_ma:186.88 loss:-9.073 fps:329.9 +frame:5.70e+05 wall_t:1728 t:35625 epi:nan +opt_step:35000 lr:0.0003 alpha:0.006738 +2026-02-10 22:40:09 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:209.45 total_reward_ma:187.27 loss:-9.026 fps:329.9 +frame:5.80e+05 wall_t:1758 t:36250 epi:nan +opt_step:35625 lr:0.0003 alpha:0.006738 +2026-02-10 22:40:40 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:218.80 total_reward_ma:187.81 loss:-8.687 fps:329.8 +frame:5.90e+05 wall_t:1789 t:36875 epi:nan +opt_step:36250 lr:0.0003 alpha:0.006738 +2026-02-10 22:41:10 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:226.70 total_reward_ma:188.45 loss:-8.634 fps:329.9 +frame:6.00e+05 wall_t:1819 t:37500 epi:nan +opt_step:36875 lr:0.0003 alpha:0.006738 +2026-02-10 22:41:40 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:230.55 total_reward_ma:189.14 loss:-8.343 fps:329.9 +frame:6.10e+05 wall_t:1849 t:38125 epi:nan +opt_step:37500 lr:0.0003 alpha:0.006738 +2026-02-10 22:42:10 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:239.25 total_reward_ma:189.95 loss:-8.048 fps:330 +frame:6.20e+05 wall_t:1879 t:38750 epi:nan +opt_step:38125 lr:0.0003 alpha:0.006738 +2026-02-10 22:42:40 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:246.95 total_reward_ma:190.86 loss:-7.872 fps:330 +frame:6.30e+05 wall_t:1909 t:39375 epi:nan +opt_step:38750 lr:0.0003 alpha:0.006738 +2026-02-10 22:43:10 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:244.10 total_reward_ma:191.69 loss:-7.802 fps:330.1 +frame:6.40e+05 wall_t:1939 t:40000 epi:nan +opt_step:39375 lr:0.0003 alpha:0.006738 +2026-02-10 22:43:41 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:236.10 total_reward_ma:192.37 loss:-7.495 fps:329.9 +frame:6.50e+05 wall_t:1970 t:40625 epi:nan +opt_step:40000 lr:0.0003 alpha:0.006738 +2026-02-10 22:44:11 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:242.20 total_reward_ma:193.13 loss:-7.336 fps:330 +frame:6.60e+05 wall_t:2000 t:41250 epi:nan +opt_step:40625 lr:0.0003 alpha:0.006738 +2026-02-10 22:44:40 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:229.90 total_reward_ma:193.68 loss:-7.084 fps:330.2 +frame:6.70e+05 wall_t:2029 t:41875 epi:nan +opt_step:41250 lr:0.0003 alpha:0.006738 +2026-02-10 22:45:10 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:232.95 total_reward_ma:194.25 loss:-7.026 fps:330.3 +frame:6.80e+05 wall_t:2059 t:42500 epi:nan +opt_step:41875 lr:0.0003 alpha:0.006738 +2026-02-10 22:45:39 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:232.70 total_reward_ma:194.81 loss:-6.889 fps:330.5 +frame:6.90e+05 wall_t:2088 t:43125 epi:nan +opt_step:42500 lr:0.0003 alpha:0.006738 +2026-02-10 22:46:09 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:235.95 total_reward_ma:195.40 loss:-6.734 fps:330.5 +frame:7.00e+05 wall_t:2118 t:43750 epi:nan +opt_step:43125 lr:0.0003 alpha:0.006738 +2026-02-10 22:46:39 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:244.00 total_reward_ma:196.08 loss:-6.295 fps:330.5 +frame:7.10e+05 wall_t:2148 t:44375 epi:nan +opt_step:43750 lr:0.0003 alpha:0.006738 +2026-02-10 22:47:10 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:252.15 total_reward_ma:196.86 loss:-6.432 fps:330.6 +frame:7.20e+05 wall_t:2178 t:45000 epi:nan +opt_step:44375 lr:0.0003 alpha:0.006738 +2026-02-10 22:47:41 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:262.40 total_reward_ma:197.76 loss:-6.254 fps:330.3 +frame:7.30e+05 wall_t:2210 t:45625 epi:nan +opt_step:45000 lr:0.0003 alpha:0.006738 +2026-02-10 22:48:10 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:270.85 total_reward_ma:198.75 loss:-6.138 fps:330.5 +frame:7.40e+05 wall_t:2239 t:46250 epi:nan +opt_step:45625 lr:0.0003 alpha:0.006738 +2026-02-10 22:48:41 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:271.50 total_reward_ma:199.72 loss:-5.924 fps:330.4 +frame:7.50e+05 wall_t:2270 t:46875 epi:nan +opt_step:46250 lr:0.0003 alpha:0.006738 +2026-02-10 22:49:11 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:274.10 total_reward_ma:200.70 loss:-5.797 fps:330.4 +frame:7.60e+05 wall_t:2300 t:47500 epi:nan +opt_step:46875 lr:0.0003 alpha:0.006738 +2026-02-10 22:49:40 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:274.70 total_reward_ma:201.66 loss:-5.551 fps:330.6 +frame:7.70e+05 wall_t:2329 t:48125 epi:nan +opt_step:47500 lr:0.0003 alpha:0.006738 +2026-02-10 22:50:10 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:266.05 total_reward_ma:202.48 loss:-5.713 fps:330.6 +frame:7.80e+05 wall_t:2359 t:48750 epi:nan +opt_step:48125 lr:0.0003 alpha:0.006738 +2026-02-10 22:50:40 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:261.55 total_reward_ma:203.23 loss:-5.215 fps:330.7 +frame:7.90e+05 wall_t:2389 t:49375 epi:nan +opt_step:48750 lr:0.0003 alpha:0.006738 +2026-02-10 22:51:10 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:249.30 total_reward_ma:203.81 loss:-5.389 fps:330.7 +frame:8.00e+05 wall_t:2419 t:50000 epi:nan +opt_step:49375 lr:0.0003 alpha:0.006738 +2026-02-10 22:51:40 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:251.70 total_reward_ma:204.40 loss:-4.902 fps:330.7 +frame:8.10e+05 wall_t:2449 t:50625 epi:nan +opt_step:50000 lr:0.0003 alpha:0.006738 +2026-02-10 22:52:10 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:253.00 total_reward_ma:204.99 loss:-4.996 fps:330.8 +frame:8.20e+05 wall_t:2479 t:51250 epi:nan +opt_step:50625 lr:0.0003 alpha:0.006738 +2026-02-10 22:52:39 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:251.05 total_reward_ma:205.54 loss:-4.822 fps:330.9 +frame:8.30e+05 wall_t:2508 t:51875 epi:nan +opt_step:51250 lr:0.0003 alpha:0.006738 +2026-02-10 22:53:09 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:255.85 total_reward_ma:206.14 loss:-4.931 fps:331.1 +frame:8.40e+05 wall_t:2537 t:52500 epi:nan +opt_step:51875 lr:0.0003 alpha:0.006738 +2026-02-10 22:53:39 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:263.45 total_reward_ma:206.82 loss:-4.703 fps:331 +frame:8.50e+05 wall_t:2568 t:53125 epi:nan +opt_step:52500 lr:0.0003 alpha:0.006738 +2026-02-10 22:54:08 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:261.05 total_reward_ma:207.45 loss:-4.607 fps:331.2 +frame:8.60e+05 wall_t:2597 t:53750 epi:nan +opt_step:53125 lr:0.0003 alpha:0.006738 +2026-02-10 22:54:38 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:264.65 total_reward_ma:208.11 loss:-4.543 fps:331.2 +frame:8.70e+05 wall_t:2627 t:54375 epi:nan +opt_step:53750 lr:0.0003 alpha:0.006738 +2026-02-10 22:55:08 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:269.05 total_reward_ma:208.80 loss:-4.518 fps:331.2 +frame:8.80e+05 wall_t:2657 t:55000 epi:nan +opt_step:54375 lr:0.0003 alpha:0.006738 +2026-02-10 22:55:38 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:258.85 total_reward_ma:209.36 loss:-4.375 fps:331.2 +frame:8.90e+05 wall_t:2687 t:55625 epi:nan +opt_step:55000 lr:0.0003 alpha:0.007323 +2026-02-10 22:56:07 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:246.05 total_reward_ma:209.77 loss:-4.545 fps:331.4 +frame:9.00e+05 wall_t:2716 t:56250 epi:nan +opt_step:55625 lr:0.0003 alpha:0.008192 +2026-02-10 22:56:37 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:230.00 total_reward_ma:209.99 loss:-4.826 fps:331.4 +frame:9.10e+05 wall_t:2746 t:56875 epi:nan +opt_step:56250 lr:0.0003 alpha:0.008702 +2026-02-10 22:57:07 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:213.05 total_reward_ma:210.02 loss:-4.571 fps:331.4 +frame:9.20e+05 wall_t:2776 t:57500 epi:nan +opt_step:56875 lr:0.0003 alpha:0.009911 +2026-02-10 22:57:37 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:197.15 total_reward_ma:209.89 loss:-4.551 fps:331.4 +frame:9.30e+05 wall_t:2806 t:58125 epi:nan +opt_step:57500 lr:0.0003 alpha:0.0111 +2026-02-10 22:58:07 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:194.10 total_reward_ma:209.72 loss:-4.47 fps:331.5 +frame:9.40e+05 wall_t:2836 t:58750 epi:nan +opt_step:58125 lr:0.0003 alpha:0.01136 +2026-02-10 22:58:37 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:186.70 total_reward_ma:209.48 loss:-4.522 fps:331.5 +frame:9.50e+05 wall_t:2866 t:59375 epi:nan +opt_step:58750 lr:0.0003 alpha:0.01184 +2026-02-10 22:59:07 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:183.00 total_reward_ma:209.20 loss:-4.636 fps:331.5 +frame:9.60e+05 wall_t:2896 t:60000 epi:nan +opt_step:59375 lr:0.0003 alpha:0.01118 +2026-02-10 22:59:37 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:171.95 total_reward_ma:208.82 loss:-4.48 fps:331.6 +frame:9.70e+05 wall_t:2925 t:60625 epi:nan +opt_step:60000 lr:0.0003 alpha:0.009776 +2026-02-10 23:00:07 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:163.35 total_reward_ma:208.35 loss:-4.46 fps:331.5 +frame:9.80e+05 wall_t:2956 t:61250 epi:nan +opt_step:60625 lr:0.0003 alpha:0.009423 +2026-02-10 23:00:36 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:157.30 total_reward_ma:207.84 loss:-4.658 fps:331.7 +frame:9.90e+05 wall_t:2985 t:61875 epi:nan +opt_step:61250 lr:0.0003 alpha:0.008932 +2026-02-10 23:01:06 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:157.05 total_reward_ma:207.33 loss:-4.544 fps:331.7 +frame:1.00e+06 wall_t:3015 t:62500 epi:nan +opt_step:61875 lr:0.0003 alpha:0.008891 +2026-02-10 23:01:36 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:167.45 total_reward_ma:207.75 loss:-4.65 fps:331.7 +frame:1.01e+06 wall_t:3045 t:63125 epi:nan +opt_step:62500 lr:0.0003 alpha:0.009683 +2026-02-10 23:02:07 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:172.00 total_reward_ma:207.98 loss:-4.555 fps:331.6 +frame:1.02e+06 wall_t:3076 t:63750 epi:nan +opt_step:63125 lr:0.0003 alpha:0.009435 +2026-02-10 23:02:36 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:183.90 total_reward_ma:208.29 loss:-4.516 fps:331.7 +frame:1.03e+06 wall_t:3105 t:64375 epi:nan +opt_step:63750 lr:0.0003 alpha:0.009621 +2026-02-10 23:03:06 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:192.50 total_reward_ma:208.74 loss:-4.439 fps:331.7 +frame:1.04e+06 wall_t:3135 t:65000 epi:nan +opt_step:64375 lr:0.0003 alpha:0.009915 +2026-02-10 23:03:35 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:203.80 total_reward_ma:209.33 loss:-4.499 fps:331.9 +frame:1.05e+06 wall_t:3164 t:65625 epi:nan +opt_step:65000 lr:0.0003 alpha:0.009977 +2026-02-10 23:04:06 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:213.25 total_reward_ma:209.99 loss:-4.286 fps:331.8 +frame:1.06e+06 wall_t:3195 t:66250 epi:nan +opt_step:65625 lr:0.0003 alpha:0.01053 +2026-02-10 23:04:35 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:213.85 total_reward_ma:210.63 loss:-4.394 fps:331.9 +frame:1.07e+06 wall_t:3224 t:66875 epi:nan +opt_step:66250 lr:0.0003 alpha:0.01071 +2026-02-10 23:05:05 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:226.60 total_reward_ma:211.34 loss:-4.297 fps:331.9 +frame:1.08e+06 wall_t:3254 t:67500 epi:nan +opt_step:66875 lr:0.0003 alpha:0.01109 +2026-02-10 23:05:35 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:229.95 total_reward_ma:212.05 loss:-4.264 fps:331.9 +frame:1.09e+06 wall_t:3284 t:68125 epi:nan +opt_step:67500 lr:0.0003 alpha:0.01149 +2026-02-10 23:06:05 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:248.90 total_reward_ma:212.89 loss:-4.157 fps:331.9 +frame:1.10e+06 wall_t:3314 t:68750 epi:nan +opt_step:68125 lr:0.0003 alpha:0.01135 +2026-02-10 23:06:35 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:264.25 total_reward_ma:213.79 loss:-4.168 fps:331.9 +frame:1.11e+06 wall_t:3344 t:69375 epi:nan +opt_step:68750 lr:0.0003 alpha:0.01195 +2026-02-10 23:07:06 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:271.65 total_reward_ma:214.78 loss:-4.243 fps:331.9 +frame:1.12e+06 wall_t:3375 t:70000 epi:nan +opt_step:69375 lr:0.0003 alpha:0.01177 +2026-02-10 23:07:36 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:279.55 total_reward_ma:215.89 loss:-4.113 fps:331.9 +frame:1.13e+06 wall_t:3405 t:70625 epi:nan +opt_step:70000 lr:0.0003 alpha:0.01251 +2026-02-10 23:08:06 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:286.55 total_reward_ma:217.03 loss:-4.108 fps:331.9 +frame:1.14e+06 wall_t:3435 t:71250 epi:nan +opt_step:70625 lr:0.0003 alpha:0.01244 +2026-02-10 23:08:36 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:292.45 total_reward_ma:218.25 loss:-4.152 fps:331.9 +frame:1.15e+06 wall_t:3465 t:71875 epi:nan +opt_step:71250 lr:0.0003 alpha:0.01245 +2026-02-10 23:09:05 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:297.15 total_reward_ma:219.58 loss:-4.128 fps:332 +frame:1.16e+06 wall_t:3494 t:72500 epi:nan +opt_step:71875 lr:0.0003 alpha:0.0129 +2026-02-10 23:09:35 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:299.75 total_reward_ma:220.96 loss:-3.972 fps:332 +frame:1.17e+06 wall_t:3524 t:73125 epi:nan +opt_step:72500 lr:0.0003 alpha:0.01376 +2026-02-10 23:10:05 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:283.85 total_reward_ma:222.19 loss:-3.965 fps:332 +frame:1.18e+06 wall_t:3554 t:73750 epi:nan +opt_step:73125 lr:0.0003 alpha:0.01352 +2026-02-10 23:10:35 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:292.55 total_reward_ma:223.62 loss:-4.228 fps:332 +frame:1.19e+06 wall_t:3584 t:74375 epi:nan +opt_step:73750 lr:0.0003 alpha:0.01466 +2026-02-10 23:11:06 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:295.70 total_reward_ma:225.03 loss:-4.086 fps:332 +frame:1.20e+06 wall_t:3615 t:75000 epi:nan +opt_step:74375 lr:0.0003 alpha:0.01433 +2026-02-10 23:11:35 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:291.10 total_reward_ma:226.40 loss:-4.198 fps:332.1 +frame:1.21e+06 wall_t:3644 t:75625 epi:nan +opt_step:75000 lr:0.0003 alpha:0.01479 +2026-02-10 23:12:06 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:301.75 total_reward_ma:227.74 loss:-4.148 fps:332 +frame:1.22e+06 wall_t:3675 t:76250 epi:nan +opt_step:75625 lr:0.0003 alpha:0.0153 +2026-02-10 23:12:36 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:325.30 total_reward_ma:229.36 loss:-4.025 fps:332 +frame:1.23e+06 wall_t:3705 t:76875 epi:nan +opt_step:76250 lr:0.0003 alpha:0.01583 +2026-02-10 23:13:06 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:329.00 total_reward_ma:230.90 loss:-4.168 fps:332 +frame:1.24e+06 wall_t:3735 t:77500 epi:nan +opt_step:76875 lr:0.0003 alpha:0.01675 +2026-02-10 23:13:36 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:327.80 total_reward_ma:232.35 loss:-4.072 fps:332 +frame:1.25e+06 wall_t:3765 t:78125 epi:nan +opt_step:77500 lr:0.0003 alpha:0.01638 +2026-02-10 23:14:06 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:342.50 total_reward_ma:233.92 loss:-4.282 fps:332 +frame:1.26e+06 wall_t:3795 t:78750 epi:nan +opt_step:78125 lr:0.0003 alpha:0.01777 +2026-02-10 23:14:36 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:346.70 total_reward_ma:235.58 loss:-4.167 fps:332 +frame:1.27e+06 wall_t:3825 t:79375 epi:nan +opt_step:78750 lr:0.0003 alpha:0.01798 +2026-02-10 23:15:06 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:352.10 total_reward_ma:237.26 loss:-4.224 fps:332 +frame:1.28e+06 wall_t:3855 t:80000 epi:nan +opt_step:79375 lr:0.0003 alpha:0.01861 +2026-02-10 23:15:37 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:367.90 total_reward_ma:239.00 loss:-4.077 fps:332 +frame:1.29e+06 wall_t:3886 t:80625 epi:nan +opt_step:80000 lr:0.0003 alpha:0.01918 +2026-02-10 23:16:07 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:356.80 total_reward_ma:240.72 loss:-4.535 fps:332 +frame:1.30e+06 wall_t:3916 t:81250 epi:nan +opt_step:80625 lr:0.0003 alpha:0.01915 +2026-02-10 23:16:37 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:361.80 total_reward_ma:242.56 loss:-4.47 fps:332 +frame:1.31e+06 wall_t:3946 t:81875 epi:nan +opt_step:81250 lr:0.0003 alpha:0.01911 +2026-02-10 23:17:06 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:363.55 total_reward_ma:244.35 loss:-4.433 fps:332.2 +frame:1.32e+06 wall_t:3974 t:82500 epi:nan +opt_step:81875 lr:0.0003 alpha:0.01976 +2026-02-10 23:17:35 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:376.95 total_reward_ma:246.09 loss:-4.654 fps:332.2 +frame:1.33e+06 wall_t:4004 t:83125 epi:nan +opt_step:82500 lr:0.0003 alpha:0.01946 +2026-02-10 23:18:05 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:391.00 total_reward_ma:248.05 loss:-4.528 fps:332.2 +frame:1.34e+06 wall_t:4034 t:83750 epi:nan +opt_step:83125 lr:0.0003 alpha:0.01995 +2026-02-10 23:18:36 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:400.30 total_reward_ma:250.13 loss:-4.669 fps:332.1 +frame:1.35e+06 wall_t:4065 t:84375 epi:nan +opt_step:83750 lr:0.0003 alpha:0.02033 +2026-02-10 23:19:07 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:409.80 total_reward_ma:252.27 loss:-4.782 fps:332 +frame:1.36e+06 wall_t:4096 t:85000 epi:nan +opt_step:84375 lr:0.0003 alpha:0.02094 +2026-02-10 23:19:38 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:416.40 total_reward_ma:254.48 loss:-4.671 fps:332 +frame:1.37e+06 wall_t:4127 t:85625 epi:nan +opt_step:85000 lr:0.0003 alpha:0.02124 +2026-02-10 23:20:08 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:425.70 total_reward_ma:256.73 loss:-4.762 fps:332 +frame:1.38e+06 wall_t:4157 t:86250 epi:nan +opt_step:85625 lr:0.0003 alpha:0.02182 +2026-02-10 23:20:38 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:450.10 total_reward_ma:259.33 loss:-5.019 fps:332 +frame:1.39e+06 wall_t:4187 t:86875 epi:nan +opt_step:86250 lr:0.0003 alpha:0.02156 +2026-02-10 23:21:09 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:455.20 total_reward_ma:261.88 loss:-4.924 fps:331.9 +frame:1.40e+06 wall_t:4218 t:87500 epi:nan +opt_step:86875 lr:0.0003 alpha:0.02189 +2026-02-10 23:21:41 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:466.95 total_reward_ma:264.47 loss:-5.013 fps:331.8 +frame:1.41e+06 wall_t:4249 t:88125 epi:nan +opt_step:87500 lr:0.0003 alpha:0.02205 +2026-02-10 23:22:11 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:473.65 total_reward_ma:267.05 loss:-5.029 fps:331.8 +frame:1.42e+06 wall_t:4280 t:88750 epi:nan +opt_step:88125 lr:0.0003 alpha:0.02193 +2026-02-10 23:22:42 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:475.30 total_reward_ma:269.64 loss:-5.117 fps:331.7 +frame:1.43e+06 wall_t:4311 t:89375 epi:nan +opt_step:88750 lr:0.0003 alpha:0.02172 +2026-02-10 23:23:13 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:486.40 total_reward_ma:272.21 loss:-5.356 fps:331.6 +frame:1.44e+06 wall_t:4342 t:90000 epi:nan +opt_step:89375 lr:0.0003 alpha:0.02241 +2026-02-10 23:23:44 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:489.35 total_reward_ma:274.66 loss:-5.246 fps:331.6 +frame:1.45e+06 wall_t:4373 t:90625 epi:nan +opt_step:90000 lr:0.0003 alpha:0.02271 +2026-02-10 23:24:15 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:494.95 total_reward_ma:277.24 loss:-5.482 fps:331.5 +frame:1.46e+06 wall_t:4404 t:91250 epi:nan +opt_step:90625 lr:0.0003 alpha:0.02283 +2026-02-10 23:24:45 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:504.70 total_reward_ma:279.95 loss:-5.385 fps:331.5 +frame:1.47e+06 wall_t:4434 t:91875 epi:nan +opt_step:91250 lr:0.0003 alpha:0.02306 +2026-02-10 23:25:16 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:499.45 total_reward_ma:282.56 loss:-5.506 fps:331.5 +frame:1.48e+06 wall_t:4465 t:92500 epi:nan +opt_step:91875 lr:0.0003 alpha:0.02241 +2026-02-10 23:25:46 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:503.15 total_reward_ma:285.20 loss:-5.429 fps:331.5 +frame:1.49e+06 wall_t:4495 t:93125 epi:nan +opt_step:92500 lr:0.0003 alpha:0.02326 +2026-02-10 23:26:17 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:506.55 total_reward_ma:287.84 loss:-5.683 fps:331.4 +frame:1.50e+06 wall_t:4526 t:93750 epi:nan +opt_step:93125 lr:0.0003 alpha:0.0234 +2026-02-10 23:26:48 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:508.25 total_reward_ma:290.61 loss:-5.774 fps:331.4 +frame:1.51e+06 wall_t:4557 t:94375 epi:nan +opt_step:93750 lr:0.0003 alpha:0.02368 +2026-02-10 23:27:18 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:518.20 total_reward_ma:293.62 loss:-5.763 fps:331.4 +frame:1.52e+06 wall_t:4587 t:95000 epi:nan +opt_step:94375 lr:0.0003 alpha:0.02341 +2026-02-10 23:27:49 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:510.15 total_reward_ma:296.52 loss:-5.611 fps:331.3 +frame:1.53e+06 wall_t:4618 t:95625 epi:nan +opt_step:95000 lr:0.0003 alpha:0.02321 +2026-02-10 23:28:20 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:513.40 total_reward_ma:299.53 loss:-5.862 fps:331.3 +frame:1.54e+06 wall_t:4648 t:96250 epi:nan +opt_step:95625 lr:0.0003 alpha:0.02409 +2026-02-10 23:28:50 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:523.15 total_reward_ma:302.70 loss:-5.785 fps:331.3 +frame:1.55e+06 wall_t:4679 t:96875 epi:nan +opt_step:96250 lr:0.0003 alpha:0.02417 +2026-02-10 23:29:21 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:521.95 total_reward_ma:305.89 loss:-5.883 fps:331.2 +frame:1.56e+06 wall_t:4710 t:97500 epi:nan +opt_step:96875 lr:0.0003 alpha:0.02359 +2026-02-10 23:29:53 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:538.55 total_reward_ma:309.22 loss:-6.061 fps:331.1 +frame:1.57e+06 wall_t:4742 t:98125 epi:nan +opt_step:97500 lr:0.0003 alpha:0.02409 +2026-02-10 23:30:23 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:538.90 total_reward_ma:312.52 loss:-5.931 fps:331.1 +frame:1.58e+06 wall_t:4772 t:98750 epi:nan +opt_step:98125 lr:0.0003 alpha:0.02462 +2026-02-10 23:30:54 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:533.25 total_reward_ma:315.66 loss:-5.996 fps:331 +frame:1.59e+06 wall_t:4803 t:99375 epi:nan +opt_step:98750 lr:0.0003 alpha:0.02475 +2026-02-10 23:31:25 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:538.50 total_reward_ma:318.78 loss:-6.075 fps:331 +frame:1.60e+06 wall_t:4834 t:100000 epi:nan +opt_step:99375 lr:0.0003 alpha:0.02435 +2026-02-10 23:31:55 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:539.15 total_reward_ma:321.86 loss:-6.137 fps:331 +frame:1.61e+06 wall_t:4864 t:100625 epi:nan +opt_step:100000 lr:0.0003 alpha:0.02451 +2026-02-10 23:32:25 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:535.50 total_reward_ma:324.83 loss:-6.137 fps:331 +frame:1.62e+06 wall_t:4894 t:101250 epi:nan +opt_step:100625 lr:0.0003 alpha:0.02487 +2026-02-10 23:32:56 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:538.80 total_reward_ma:327.74 loss:-6.324 fps:331 +frame:1.63e+06 wall_t:4925 t:101875 epi:nan +opt_step:101250 lr:0.0003 alpha:0.02444 +2026-02-10 23:33:26 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:538.20 total_reward_ma:330.69 loss:-6.277 fps:331 +frame:1.64e+06 wall_t:4955 t:102500 epi:nan +opt_step:101875 lr:0.0003 alpha:0.0248 +2026-02-10 23:33:57 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:545.10 total_reward_ma:333.78 loss:-6.359 fps:330.9 +frame:1.65e+06 wall_t:4986 t:103125 epi:nan +opt_step:102500 lr:0.0003 alpha:0.02514 +2026-02-10 23:34:29 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:534.15 total_reward_ma:336.70 loss:-6.253 fps:330.8 +frame:1.66e+06 wall_t:5018 t:103750 epi:nan +opt_step:103125 lr:0.0003 alpha:0.02516 +2026-02-10 23:35:00 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:525.85 total_reward_ma:339.65 loss:-6.365 fps:330.8 +frame:1.67e+06 wall_t:5049 t:104375 epi:nan +opt_step:103750 lr:0.0003 alpha:0.02495 +2026-02-10 23:35:31 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:539.85 total_reward_ma:342.72 loss:-6.491 fps:330.7 +frame:1.68e+06 wall_t:5080 t:105000 epi:nan +opt_step:104375 lr:0.0003 alpha:0.02561 +2026-02-10 23:36:03 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:546.80 total_reward_ma:345.86 loss:-6.551 fps:330.6 +frame:1.69e+06 wall_t:5112 t:105625 epi:nan +opt_step:105000 lr:0.0003 alpha:0.02524 +2026-02-10 23:36:33 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:546.90 total_reward_ma:348.97 loss:-6.705 fps:330.6 +frame:1.70e+06 wall_t:5142 t:106250 epi:nan +opt_step:105625 lr:0.0003 alpha:0.02546 +2026-02-10 23:37:04 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:547.30 total_reward_ma:352.01 loss:-6.661 fps:330.6 +frame:1.71e+06 wall_t:5173 t:106875 epi:nan +opt_step:106250 lr:0.0003 alpha:0.02482 +2026-02-10 23:37:35 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:551.10 total_reward_ma:355.00 loss:-6.577 fps:330.5 +frame:1.72e+06 wall_t:5204 t:107500 epi:nan +opt_step:106875 lr:0.0003 alpha:0.02502 +2026-02-10 23:38:05 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:552.90 total_reward_ma:357.90 loss:-6.682 fps:330.5 +frame:1.73e+06 wall_t:5234 t:108125 epi:nan +opt_step:107500 lr:0.0003 alpha:0.02584 +2026-02-10 23:38:36 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:554.10 total_reward_ma:360.73 loss:-6.781 fps:330.5 +frame:1.74e+06 wall_t:5265 t:108750 epi:nan +opt_step:108125 lr:0.0003 alpha:0.02608 +2026-02-10 23:39:07 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:556.25 total_reward_ma:363.58 loss:-6.762 fps:330.4 +frame:1.75e+06 wall_t:5296 t:109375 epi:nan +opt_step:108750 lr:0.0003 alpha:0.02596 +2026-02-10 23:39:37 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:548.10 total_reward_ma:366.32 loss:-6.673 fps:330.5 +frame:1.76e+06 wall_t:5326 t:110000 epi:nan +opt_step:109375 lr:0.0003 alpha:0.02549 +2026-02-10 23:40:08 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:537.40 total_reward_ma:368.95 loss:-7.022 fps:330.4 +frame:1.77e+06 wall_t:5357 t:110625 epi:nan +opt_step:110000 lr:0.0003 alpha:0.02553 +2026-02-10 23:40:38 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:532.65 total_reward_ma:371.61 loss:-6.882 fps:330.4 +frame:1.78e+06 wall_t:5387 t:111250 epi:nan +opt_step:110625 lr:0.0003 alpha:0.02541 +2026-02-10 23:41:09 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:544.00 total_reward_ma:374.44 loss:-6.909 fps:330.4 +frame:1.79e+06 wall_t:5418 t:111875 epi:nan +opt_step:111250 lr:0.0003 alpha:0.0256 +2026-02-10 23:41:39 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:548.20 total_reward_ma:377.43 loss:-7.083 fps:330.4 +frame:1.80e+06 wall_t:5448 t:112500 epi:nan +opt_step:111875 lr:0.0003 alpha:0.02568 +2026-02-10 23:42:10 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:540.05 total_reward_ma:380.31 loss:-7.042 fps:330.4 +frame:1.81e+06 wall_t:5479 t:113125 epi:nan +opt_step:112500 lr:0.0003 alpha:0.0263 +2026-02-10 23:42:41 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:541.55 total_reward_ma:383.20 loss:-6.897 fps:330.3 +frame:1.82e+06 wall_t:5510 t:113750 epi:nan +opt_step:113125 lr:0.0003 alpha:0.02625 +2026-02-10 23:43:11 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:527.75 total_reward_ma:385.96 loss:-7.132 fps:330.3 +frame:1.83e+06 wall_t:5540 t:114375 epi:nan +opt_step:113750 lr:0.0003 alpha:0.02624 +2026-02-10 23:43:42 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:530.35 total_reward_ma:388.71 loss:-7.013 fps:330.3 +frame:1.84e+06 wall_t:5571 t:115000 epi:nan +opt_step:114375 lr:0.0003 alpha:0.02667 +2026-02-10 23:44:13 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:538.80 total_reward_ma:391.46 loss:-7.1 fps:330.2 +frame:1.85e+06 wall_t:5602 t:115625 epi:nan +opt_step:115000 lr:0.0003 alpha:0.02671 +2026-02-10 23:44:44 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:553.40 total_reward_ma:394.39 loss:-7.02 fps:330.2 +frame:1.86e+06 wall_t:5633 t:116250 epi:nan +opt_step:115625 lr:0.0003 alpha:0.02721 +2026-02-10 23:45:15 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:565.90 total_reward_ma:397.40 loss:-7.229 fps:330.2 +frame:1.87e+06 wall_t:5664 t:116875 epi:nan +opt_step:116250 lr:0.0003 alpha:0.02671 +2026-02-10 23:45:46 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:560.70 total_reward_ma:400.31 loss:-7.147 fps:330.1 +frame:1.88e+06 wall_t:5695 t:117500 epi:nan +opt_step:116875 lr:0.0003 alpha:0.02626 +2026-02-10 23:46:16 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:558.50 total_reward_ma:403.31 loss:-7.17 fps:330.1 +frame:1.89e+06 wall_t:5725 t:118125 epi:nan +opt_step:117500 lr:0.0003 alpha:0.02677 +2026-02-10 23:46:47 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:572.70 total_reward_ma:406.58 loss:-7.181 fps:330.1 +frame:1.90e+06 wall_t:5755 t:118750 epi:nan +opt_step:118125 lr:0.0003 alpha:0.02657 +2026-02-10 23:47:17 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:563.15 total_reward_ma:409.91 loss:-7.184 fps:330.1 +frame:1.91e+06 wall_t:5786 t:119375 epi:nan +opt_step:118750 lr:0.0003 alpha:0.02706 +2026-02-10 23:47:47 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:595.05 total_reward_ma:413.73 loss:-7.331 fps:330.1 +frame:1.92e+06 wall_t:5816 t:120000 epi:nan +opt_step:119375 lr:0.0003 alpha:0.02711 +2026-02-10 23:48:18 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:600.85 total_reward_ma:417.77 loss:-7.272 fps:330.1 +frame:1.93e+06 wall_t:5847 t:120625 epi:nan +opt_step:120000 lr:0.0003 alpha:0.02742 +2026-02-10 23:48:49 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:606.15 total_reward_ma:421.89 loss:-7.346 fps:330 +frame:1.94e+06 wall_t:5878 t:121250 epi:nan +opt_step:120625 lr:0.0003 alpha:0.02685 +2026-02-10 23:49:19 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:609.80 total_reward_ma:426.12 loss:-7.511 fps:330.1 +frame:1.95e+06 wall_t:5908 t:121875 epi:nan +opt_step:121250 lr:0.0003 alpha:0.02719 +2026-02-10 23:49:50 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:604.25 total_reward_ma:430.33 loss:-7.345 fps:330 +frame:1.96e+06 wall_t:5939 t:122500 epi:nan +opt_step:121875 lr:0.0003 alpha:0.0264 +2026-02-10 23:50:20 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:607.40 total_reward_ma:434.68 loss:-7.395 fps:330 +frame:1.97e+06 wall_t:5969 t:123125 epi:nan +opt_step:122500 lr:0.0003 alpha:0.02667 +2026-02-10 23:50:51 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:613.65 total_reward_ma:439.19 loss:-7.559 fps:330 +frame:1.98e+06 wall_t:6000 t:123750 epi:nan +opt_step:123125 lr:0.0003 alpha:0.02702 +2026-02-10 23:51:21 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:608.15 total_reward_ma:443.70 loss:-7.625 fps:330 +frame:1.99e+06 wall_t:6030 t:124375 epi:nan +opt_step:123750 lr:0.0003 alpha:0.02675 +2026-02-10 23:51:49 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:619.40 total_reward_ma:448.32 loss:-7.379 fps:330.1 +frame:2.00e+06 wall_t:6058 t:125000 epi:nan +opt_step:124375 lr:0.0003 alpha:0.02685 +2026-02-10 23:51:50 | INFO | PID:1360 | slm_lab.lib.logger:info | Session 2 done diff --git a/data/sac_atari_spaceinvaders_2026_02_10_221043/log/sac_atari_spaceinvaders_t0_s3.log b/data/sac_atari_spaceinvaders_2026_02_10_221043/log/sac_atari_spaceinvaders_t0_s3.log new file mode 100644 index 0000000000000000000000000000000000000000..fa8cda467dc64e386d03065dd64f4fe00bbb45fd --- /dev/null +++ b/data/sac_atari_spaceinvaders_2026_02_10_221043/log/sac_atari_spaceinvaders_t0_s3.log @@ -0,0 +1,802 @@ +2026-02-10 22:10:48 | INFO | PID:1361 | slm_lab.env:_make_vector_env | AtariVectorEnv: 16 envs, native preprocessing +2026-02-10 22:11:38 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:119.58 total_reward_ma:119.58 loss:nan fps:212.8 +frame:1.00e+04 wall_t:47 t:625 epi:nan +opt_step:0 lr:0.0003 alpha:1 +2026-02-10 22:12:09 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:159.14 total_reward_ma:139.36 loss:-6.792 fps:256.4 +frame:2.00e+04 wall_t:78 t:1250 epi:nan +opt_step:625 lr:0.0003 alpha:0.8351 +2026-02-10 22:12:38 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:144.90 total_reward_ma:141.21 loss:-10.1 fps:277.8 +frame:3.00e+04 wall_t:108 t:1875 epi:nan +opt_step:1250 lr:0.0003 alpha:0.7065 +2026-02-10 22:13:10 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:150.00 total_reward_ma:143.40 loss:-12.86 fps:287.8 +frame:4.00e+04 wall_t:139 t:2500 epi:nan +opt_step:1875 lr:0.0003 alpha:0.6032 +2026-02-10 22:13:40 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:154.35 total_reward_ma:145.59 loss:-15.15 fps:295.9 +frame:5.00e+04 wall_t:169 t:3125 epi:nan +opt_step:2500 lr:0.0003 alpha:0.5182 +2026-02-10 22:14:10 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:160.90 total_reward_ma:148.15 loss:-16.97 fps:300 +frame:6.00e+04 wall_t:200 t:3750 epi:nan +opt_step:3125 lr:0.0003 alpha:0.4472 +2026-02-10 22:14:41 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:152.20 total_reward_ma:148.72 loss:-18.04 fps:304.3 +frame:7.00e+04 wall_t:230 t:4375 epi:nan +opt_step:3750 lr:0.0003 alpha:0.3872 +2026-02-10 22:15:12 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:167.90 total_reward_ma:151.12 loss:-19.79 fps:306.5 +frame:8.00e+04 wall_t:261 t:5000 epi:nan +opt_step:4375 lr:0.0003 alpha:0.3359 +2026-02-10 22:15:41 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:168.05 total_reward_ma:153.00 loss:-20.6 fps:309.3 +frame:9.00e+04 wall_t:291 t:5625 epi:nan +opt_step:5000 lr:0.0003 alpha:0.2919 +2026-02-10 22:16:10 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:166.20 total_reward_ma:154.32 loss:-21.33 fps:312.5 +frame:1.00e+05 wall_t:320 t:6250 epi:nan +opt_step:5625 lr:0.0003 alpha:0.2539 +2026-02-10 22:16:41 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:164.75 total_reward_ma:155.27 loss:-22.25 fps:314.3 +frame:1.10e+05 wall_t:350 t:6875 epi:nan +opt_step:6250 lr:0.0003 alpha:0.221 +2026-02-10 22:17:11 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:164.70 total_reward_ma:156.06 loss:-22.1 fps:315 +frame:1.20e+05 wall_t:381 t:7500 epi:nan +opt_step:6875 lr:0.0003 alpha:0.1925 +2026-02-10 22:17:42 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:155.05 total_reward_ma:155.98 loss:-22.52 fps:316.3 +frame:1.30e+05 wall_t:411 t:8125 epi:nan +opt_step:7500 lr:0.0003 alpha:0.1678 +2026-02-10 22:18:13 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:154.20 total_reward_ma:155.85 loss:-22.63 fps:316.7 +frame:1.40e+05 wall_t:442 t:8750 epi:nan +opt_step:8125 lr:0.0003 alpha:0.1463 +2026-02-10 22:18:43 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:148.65 total_reward_ma:155.37 loss:-22.43 fps:317.8 +frame:1.50e+05 wall_t:472 t:9375 epi:nan +opt_step:8750 lr:0.0003 alpha:0.1276 +2026-02-10 22:19:13 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:151.90 total_reward_ma:155.15 loss:-22.67 fps:318.7 +frame:1.60e+05 wall_t:502 t:10000 epi:nan +opt_step:9375 lr:0.0003 alpha:0.1113 +2026-02-10 22:19:43 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:158.65 total_reward_ma:155.36 loss:-22.62 fps:319.5 +frame:1.70e+05 wall_t:532 t:10625 epi:nan +opt_step:10000 lr:0.0003 alpha:0.09711 +2026-02-10 22:20:12 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:159.50 total_reward_ma:155.59 loss:-22.54 fps:320.3 +frame:1.80e+05 wall_t:562 t:11250 epi:nan +opt_step:10625 lr:0.0003 alpha:0.08476 +2026-02-10 22:20:43 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:167.65 total_reward_ma:156.22 loss:-22.27 fps:320.9 +frame:1.90e+05 wall_t:592 t:11875 epi:nan +opt_step:11250 lr:0.0003 alpha:0.07401 +2026-02-10 22:21:13 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:174.80 total_reward_ma:157.15 loss:-21.69 fps:321 +frame:2.00e+05 wall_t:623 t:12500 epi:nan +opt_step:11875 lr:0.0003 alpha:0.06464 +2026-02-10 22:21:43 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:182.20 total_reward_ma:158.35 loss:-21.3 fps:322.1 +frame:2.10e+05 wall_t:652 t:13125 epi:nan +opt_step:12500 lr:0.0003 alpha:0.05647 +2026-02-10 22:22:12 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:181.20 total_reward_ma:159.39 loss:-21.14 fps:322.6 +frame:2.20e+05 wall_t:682 t:13750 epi:nan +opt_step:13125 lr:0.0003 alpha:0.04934 +2026-02-10 22:22:42 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:185.40 total_reward_ma:160.52 loss:-20.78 fps:323.5 +frame:2.30e+05 wall_t:711 t:14375 epi:nan +opt_step:13750 lr:0.0003 alpha:0.04313 +2026-02-10 22:23:11 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:185.10 total_reward_ma:161.54 loss:-20.1 fps:324.3 +frame:2.40e+05 wall_t:740 t:15000 epi:nan +opt_step:14375 lr:0.0003 alpha:0.03774 +2026-02-10 22:23:41 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:177.20 total_reward_ma:162.17 loss:-20.09 fps:324.3 +frame:2.50e+05 wall_t:771 t:15625 epi:nan +opt_step:15000 lr:0.0003 alpha:0.03304 +2026-02-10 22:24:11 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:184.20 total_reward_ma:163.01 loss:-19.73 fps:325 +frame:2.60e+05 wall_t:800 t:16250 epi:nan +opt_step:15625 lr:0.0003 alpha:0.02895 +2026-02-10 22:24:41 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:184.05 total_reward_ma:163.79 loss:-19.18 fps:324.9 +frame:2.70e+05 wall_t:831 t:16875 epi:nan +opt_step:16250 lr:0.0003 alpha:0.02536 +2026-02-10 22:25:11 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:185.05 total_reward_ma:164.55 loss:-18.8 fps:325.2 +frame:2.80e+05 wall_t:861 t:17500 epi:nan +opt_step:16875 lr:0.0003 alpha:0.02229 +2026-02-10 22:25:42 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:194.40 total_reward_ma:165.58 loss:-18.21 fps:325.5 +frame:2.90e+05 wall_t:891 t:18125 epi:nan +opt_step:17500 lr:0.0003 alpha:0.01957 +2026-02-10 22:26:12 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:201.55 total_reward_ma:166.78 loss:-17.73 fps:325.4 +frame:3.00e+05 wall_t:922 t:18750 epi:nan +opt_step:18125 lr:0.0003 alpha:0.01721 +2026-02-10 22:26:42 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:203.85 total_reward_ma:167.98 loss:-17.49 fps:326 +frame:3.10e+05 wall_t:951 t:19375 epi:nan +opt_step:18750 lr:0.0003 alpha:0.01516 +2026-02-10 22:27:12 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:204.90 total_reward_ma:169.13 loss:-17.15 fps:326.2 +frame:3.20e+05 wall_t:981 t:20000 epi:nan +opt_step:19375 lr:0.0003 alpha:0.01338 +2026-02-10 22:27:43 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:201.85 total_reward_ma:170.12 loss:-16.5 fps:326.1 +frame:3.30e+05 wall_t:1012 t:20625 epi:nan +opt_step:20000 lr:0.0003 alpha:0.01181 +2026-02-10 22:28:13 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:204.65 total_reward_ma:171.14 loss:-16.21 fps:326.3 +frame:3.40e+05 wall_t:1042 t:21250 epi:nan +opt_step:20625 lr:0.0003 alpha:0.01044 +2026-02-10 22:28:44 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:197.85 total_reward_ma:171.90 loss:-15.57 fps:326.2 +frame:3.50e+05 wall_t:1073 t:21875 epi:nan +opt_step:21250 lr:0.0003 alpha:0.009317 +2026-02-10 22:29:14 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:208.70 total_reward_ma:172.92 loss:-14.95 fps:326.4 +frame:3.60e+05 wall_t:1103 t:22500 epi:nan +opt_step:21875 lr:0.0003 alpha:0.00834 +2026-02-10 22:29:44 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:206.55 total_reward_ma:173.83 loss:-14.92 fps:326.6 +frame:3.70e+05 wall_t:1133 t:23125 epi:nan +opt_step:22500 lr:0.0003 alpha:0.007531 +2026-02-10 22:30:15 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:202.00 total_reward_ma:174.57 loss:-14.6 fps:326.5 +frame:3.80e+05 wall_t:1164 t:23750 epi:nan +opt_step:23125 lr:0.0003 alpha:0.006763 +2026-02-10 22:30:44 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:206.50 total_reward_ma:175.39 loss:-14.08 fps:326.6 +frame:3.90e+05 wall_t:1194 t:24375 epi:nan +opt_step:23750 lr:0.0003 alpha:0.006738 +2026-02-10 22:31:15 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:205.65 total_reward_ma:176.15 loss:-13.67 fps:326.8 +frame:4.00e+05 wall_t:1224 t:25000 epi:nan +opt_step:24375 lr:0.0003 alpha:0.006738 +2026-02-10 22:31:44 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:201.35 total_reward_ma:176.76 loss:-13.28 fps:327 +frame:4.10e+05 wall_t:1254 t:25625 epi:nan +opt_step:25000 lr:0.0003 alpha:0.006738 +2026-02-10 22:32:14 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:194.50 total_reward_ma:177.19 loss:-13.13 fps:327.4 +frame:4.20e+05 wall_t:1283 t:26250 epi:nan +opt_step:25625 lr:0.0003 alpha:0.006738 +2026-02-10 22:32:43 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:198.55 total_reward_ma:177.68 loss:-12.92 fps:327.5 +frame:4.30e+05 wall_t:1313 t:26875 epi:nan +opt_step:26250 lr:0.0003 alpha:0.006738 +2026-02-10 22:33:13 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:218.75 total_reward_ma:178.62 loss:-12.63 fps:327.6 +frame:4.40e+05 wall_t:1343 t:27500 epi:nan +opt_step:26875 lr:0.0003 alpha:0.006738 +2026-02-10 22:33:44 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:215.35 total_reward_ma:179.43 loss:-12.17 fps:327.7 +frame:4.50e+05 wall_t:1373 t:28125 epi:nan +opt_step:27500 lr:0.0003 alpha:0.006738 +2026-02-10 22:34:14 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:214.85 total_reward_ma:180.20 loss:-11.94 fps:327.9 +frame:4.60e+05 wall_t:1403 t:28750 epi:nan +opt_step:28125 lr:0.0003 alpha:0.006738 +2026-02-10 22:34:44 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:219.95 total_reward_ma:181.05 loss:-11.62 fps:328 +frame:4.70e+05 wall_t:1433 t:29375 epi:nan +opt_step:28750 lr:0.0003 alpha:0.006743 +2026-02-10 22:35:15 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:224.10 total_reward_ma:181.94 loss:-11.09 fps:327.9 +frame:4.80e+05 wall_t:1464 t:30000 epi:nan +opt_step:29375 lr:0.0003 alpha:0.006738 +2026-02-10 22:35:44 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:231.45 total_reward_ma:182.95 loss:-11.11 fps:328 +frame:4.90e+05 wall_t:1494 t:30625 epi:nan +opt_step:30000 lr:0.0003 alpha:0.006738 +2026-02-10 22:36:13 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:230.60 total_reward_ma:183.91 loss:-10.85 fps:328.3 +frame:5.00e+05 wall_t:1523 t:31250 epi:nan +opt_step:30625 lr:0.0003 alpha:0.006738 +2026-02-10 22:36:43 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:222.85 total_reward_ma:184.67 loss:-10.43 fps:328.4 +frame:5.10e+05 wall_t:1553 t:31875 epi:nan +opt_step:31250 lr:0.0003 alpha:0.006738 +2026-02-10 22:37:13 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:236.45 total_reward_ma:185.67 loss:-10.42 fps:328.7 +frame:5.20e+05 wall_t:1582 t:32500 epi:nan +opt_step:31875 lr:0.0003 alpha:0.006738 +2026-02-10 22:37:43 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:233.90 total_reward_ma:186.58 loss:-10.24 fps:328.8 +frame:5.30e+05 wall_t:1612 t:33125 epi:nan +opt_step:32500 lr:0.0003 alpha:0.006738 +2026-02-10 22:38:13 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:225.25 total_reward_ma:187.29 loss:-9.931 fps:328.9 +frame:5.40e+05 wall_t:1642 t:33750 epi:nan +opt_step:33125 lr:0.0003 alpha:0.006738 +2026-02-10 22:38:43 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:220.90 total_reward_ma:187.90 loss:-9.415 fps:328.9 +frame:5.50e+05 wall_t:1672 t:34375 epi:nan +opt_step:33750 lr:0.0003 alpha:0.006738 +2026-02-10 22:39:13 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:215.95 total_reward_ma:188.40 loss:-9.409 fps:329 +frame:5.60e+05 wall_t:1702 t:35000 epi:nan +opt_step:34375 lr:0.0003 alpha:0.006738 +2026-02-10 22:39:43 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:217.65 total_reward_ma:188.92 loss:-8.868 fps:329.1 +frame:5.70e+05 wall_t:1732 t:35625 epi:nan +opt_step:35000 lr:0.0003 alpha:0.006738 +2026-02-10 22:40:11 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:215.60 total_reward_ma:189.38 loss:-9.146 fps:329.4 +frame:5.80e+05 wall_t:1761 t:36250 epi:nan +opt_step:35625 lr:0.0003 alpha:0.006738 +2026-02-10 22:40:41 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:221.10 total_reward_ma:189.92 loss:-8.694 fps:329.6 +frame:5.90e+05 wall_t:1790 t:36875 epi:nan +opt_step:36250 lr:0.0003 alpha:0.006738 +2026-02-10 22:41:11 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:230.15 total_reward_ma:190.59 loss:-8.612 fps:329.7 +frame:6.00e+05 wall_t:1820 t:37500 epi:nan +opt_step:36875 lr:0.0003 alpha:0.006738 +2026-02-10 22:41:41 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:230.05 total_reward_ma:191.23 loss:-8.441 fps:329.7 +frame:6.10e+05 wall_t:1850 t:38125 epi:nan +opt_step:37500 lr:0.0003 alpha:0.006738 +2026-02-10 22:42:11 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:238.20 total_reward_ma:191.99 loss:-8.144 fps:329.8 +frame:6.20e+05 wall_t:1880 t:38750 epi:nan +opt_step:38125 lr:0.0003 alpha:0.006738 +2026-02-10 22:42:42 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:238.15 total_reward_ma:192.72 loss:-7.815 fps:329.7 +frame:6.30e+05 wall_t:1911 t:39375 epi:nan +opt_step:38750 lr:0.0003 alpha:0.006738 +2026-02-10 22:43:12 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:231.85 total_reward_ma:193.33 loss:-7.874 fps:329.7 +frame:6.40e+05 wall_t:1941 t:40000 epi:nan +opt_step:39375 lr:0.0003 alpha:0.006738 +2026-02-10 22:43:42 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:228.30 total_reward_ma:193.87 loss:-7.533 fps:329.8 +frame:6.50e+05 wall_t:1971 t:40625 epi:nan +opt_step:40000 lr:0.0003 alpha:0.006738 +2026-02-10 22:44:11 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:221.85 total_reward_ma:194.30 loss:-7.409 fps:329.8 +frame:6.60e+05 wall_t:2001 t:41250 epi:nan +opt_step:40625 lr:0.0003 alpha:0.006738 +2026-02-10 22:44:42 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:219.70 total_reward_ma:194.68 loss:-7.471 fps:329.9 +frame:6.70e+05 wall_t:2031 t:41875 epi:nan +opt_step:41250 lr:0.0003 alpha:0.006738 +2026-02-10 22:45:12 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:216.90 total_reward_ma:195.00 loss:-6.95 fps:329.9 +frame:6.80e+05 wall_t:2061 t:42500 epi:nan +opt_step:41875 lr:0.0003 alpha:0.006738 +2026-02-10 22:45:43 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:214.10 total_reward_ma:195.28 loss:-7.064 fps:329.8 +frame:6.90e+05 wall_t:2092 t:43125 epi:nan +opt_step:42500 lr:0.0003 alpha:0.006738 +2026-02-10 22:46:13 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:210.05 total_reward_ma:195.49 loss:-6.801 fps:329.9 +frame:7.00e+05 wall_t:2122 t:43750 epi:nan +opt_step:43125 lr:0.0003 alpha:0.006738 +2026-02-10 22:46:42 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:200.05 total_reward_ma:195.55 loss:-6.711 fps:329.9 +frame:7.10e+05 wall_t:2152 t:44375 epi:nan +opt_step:43750 lr:0.0003 alpha:0.006738 +2026-02-10 22:47:12 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:192.90 total_reward_ma:195.52 loss:-6.541 fps:330.1 +frame:7.20e+05 wall_t:2181 t:45000 epi:nan +opt_step:44375 lr:0.0003 alpha:0.006812 +2026-02-10 22:47:42 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:178.50 total_reward_ma:195.28 loss:-6.489 fps:330.2 +frame:7.30e+05 wall_t:2211 t:45625 epi:nan +opt_step:45000 lr:0.0003 alpha:0.006765 +2026-02-10 22:48:12 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:166.35 total_reward_ma:194.89 loss:-6.533 fps:330.2 +frame:7.40e+05 wall_t:2241 t:46250 epi:nan +opt_step:45625 lr:0.0003 alpha:0.0074 +2026-02-10 22:48:43 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:167.25 total_reward_ma:194.52 loss:-6.292 fps:330.1 +frame:7.50e+05 wall_t:2272 t:46875 epi:nan +opt_step:46250 lr:0.0003 alpha:0.008009 +2026-02-10 22:49:13 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:176.35 total_reward_ma:194.29 loss:-6.271 fps:330 +frame:7.60e+05 wall_t:2303 t:47500 epi:nan +opt_step:46875 lr:0.0003 alpha:0.008734 +2026-02-10 22:49:43 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:172.15 total_reward_ma:194.00 loss:-6.191 fps:330 +frame:7.70e+05 wall_t:2333 t:48125 epi:nan +opt_step:47500 lr:0.0003 alpha:0.009128 +2026-02-10 22:50:13 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:174.80 total_reward_ma:193.75 loss:-6.288 fps:330.1 +frame:7.80e+05 wall_t:2363 t:48750 epi:nan +opt_step:48125 lr:0.0003 alpha:0.009303 +2026-02-10 22:50:44 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:167.30 total_reward_ma:193.42 loss:-5.873 fps:330.1 +frame:7.90e+05 wall_t:2393 t:49375 epi:nan +opt_step:48750 lr:0.0003 alpha:0.008819 +2026-02-10 22:51:15 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:163.80 total_reward_ma:193.05 loss:-6.042 fps:330 +frame:8.00e+05 wall_t:2424 t:50000 epi:nan +opt_step:49375 lr:0.0003 alpha:0.008736 +2026-02-10 22:51:44 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:148.50 total_reward_ma:192.50 loss:-6.069 fps:330.2 +frame:8.10e+05 wall_t:2453 t:50625 epi:nan +opt_step:50000 lr:0.0003 alpha:0.008574 +2026-02-10 22:52:13 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:147.25 total_reward_ma:191.95 loss:-5.936 fps:330.2 +frame:8.20e+05 wall_t:2483 t:51250 epi:nan +opt_step:50625 lr:0.0003 alpha:0.008616 +2026-02-10 22:52:44 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:143.65 total_reward_ma:191.36 loss:-5.868 fps:330.3 +frame:8.30e+05 wall_t:2513 t:51875 epi:nan +opt_step:51250 lr:0.0003 alpha:0.009251 +2026-02-10 22:53:14 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:154.95 total_reward_ma:190.93 loss:-5.633 fps:330.2 +frame:8.40e+05 wall_t:2544 t:52500 epi:nan +opt_step:51875 lr:0.0003 alpha:0.009717 +2026-02-10 22:53:44 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:152.75 total_reward_ma:190.48 loss:-5.666 fps:330.4 +frame:8.50e+05 wall_t:2573 t:53125 epi:nan +opt_step:52500 lr:0.0003 alpha:0.009254 +2026-02-10 22:54:14 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:156.20 total_reward_ma:190.08 loss:-5.538 fps:330.4 +frame:8.60e+05 wall_t:2603 t:53750 epi:nan +opt_step:53125 lr:0.0003 alpha:0.009348 +2026-02-10 22:54:44 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:157.20 total_reward_ma:189.70 loss:-5.556 fps:330.3 +frame:8.70e+05 wall_t:2634 t:54375 epi:nan +opt_step:53750 lr:0.0003 alpha:0.009321 +2026-02-10 22:55:15 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:160.05 total_reward_ma:189.37 loss:-5.594 fps:330.3 +frame:8.80e+05 wall_t:2664 t:55000 epi:nan +opt_step:54375 lr:0.0003 alpha:0.009082 +2026-02-10 22:55:44 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:166.55 total_reward_ma:189.11 loss:-5.415 fps:330.4 +frame:8.90e+05 wall_t:2694 t:55625 epi:nan +opt_step:55000 lr:0.0003 alpha:0.009564 +2026-02-10 22:56:14 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:180.65 total_reward_ma:189.02 loss:-5.32 fps:330.5 +frame:9.00e+05 wall_t:2723 t:56250 epi:nan +opt_step:55625 lr:0.0003 alpha:0.009395 +2026-02-10 22:56:44 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:189.50 total_reward_ma:189.02 loss:-5.264 fps:330.5 +frame:9.10e+05 wall_t:2753 t:56875 epi:nan +opt_step:56250 lr:0.0003 alpha:0.009786 +2026-02-10 22:57:13 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:210.90 total_reward_ma:189.26 loss:-5.12 fps:330.6 +frame:9.20e+05 wall_t:2783 t:57500 epi:nan +opt_step:56875 lr:0.0003 alpha:0.009834 +2026-02-10 22:57:43 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:231.35 total_reward_ma:189.71 loss:-4.936 fps:330.7 +frame:9.30e+05 wall_t:2812 t:58125 epi:nan +opt_step:57500 lr:0.0003 alpha:0.01037 +2026-02-10 22:58:12 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:248.70 total_reward_ma:190.34 loss:-4.812 fps:330.8 +frame:9.40e+05 wall_t:2842 t:58750 epi:nan +opt_step:58125 lr:0.0003 alpha:0.01034 +2026-02-10 22:58:42 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:265.70 total_reward_ma:191.13 loss:-5.05 fps:330.8 +frame:9.50e+05 wall_t:2872 t:59375 epi:nan +opt_step:58750 lr:0.0003 alpha:0.01129 +2026-02-10 22:59:13 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:266.10 total_reward_ma:191.91 loss:-4.926 fps:330.8 +frame:9.60e+05 wall_t:2902 t:60000 epi:nan +opt_step:59375 lr:0.0003 alpha:0.01123 +2026-02-10 22:59:43 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:261.20 total_reward_ma:192.63 loss:-4.887 fps:330.8 +frame:9.70e+05 wall_t:2932 t:60625 epi:nan +opt_step:60000 lr:0.0003 alpha:0.01105 +2026-02-10 23:00:12 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:252.45 total_reward_ma:193.24 loss:-4.764 fps:330.9 +frame:9.80e+05 wall_t:2962 t:61250 epi:nan +opt_step:60625 lr:0.0003 alpha:0.01009 +2026-02-10 23:00:42 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:248.05 total_reward_ma:193.79 loss:-4.63 fps:331 +frame:9.90e+05 wall_t:2991 t:61875 epi:nan +opt_step:61250 lr:0.0003 alpha:0.01047 +2026-02-10 23:01:12 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:238.35 total_reward_ma:194.24 loss:-4.705 fps:331 +frame:1.00e+06 wall_t:3021 t:62500 epi:nan +opt_step:61875 lr:0.0003 alpha:0.01089 +2026-02-10 23:01:42 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:234.70 total_reward_ma:195.39 loss:-4.6 fps:330.9 +frame:1.01e+06 wall_t:3052 t:63125 epi:nan +opt_step:62500 lr:0.0003 alpha:0.01064 +2026-02-10 23:02:12 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:238.70 total_reward_ma:196.18 loss:-4.746 fps:331.1 +frame:1.02e+06 wall_t:3081 t:63750 epi:nan +opt_step:63125 lr:0.0003 alpha:0.01112 +2026-02-10 23:02:41 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:247.00 total_reward_ma:197.21 loss:-4.481 fps:331.2 +frame:1.03e+06 wall_t:3110 t:64375 epi:nan +opt_step:63750 lr:0.0003 alpha:0.01122 +2026-02-10 23:03:11 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:250.50 total_reward_ma:198.21 loss:-4.53 fps:331.2 +frame:1.04e+06 wall_t:3140 t:65000 epi:nan +opt_step:64375 lr:0.0003 alpha:0.01132 +2026-02-10 23:03:41 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:257.85 total_reward_ma:199.25 loss:-4.524 fps:331.2 +frame:1.05e+06 wall_t:3170 t:65625 epi:nan +opt_step:65000 lr:0.0003 alpha:0.01161 +2026-02-10 23:04:11 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:255.90 total_reward_ma:200.20 loss:-4.454 fps:331.2 +frame:1.06e+06 wall_t:3200 t:66250 epi:nan +opt_step:65625 lr:0.0003 alpha:0.01217 +2026-02-10 23:04:41 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:260.60 total_reward_ma:201.28 loss:-4.452 fps:331.2 +frame:1.07e+06 wall_t:3231 t:66875 epi:nan +opt_step:66250 lr:0.0003 alpha:0.01196 +2026-02-10 23:05:12 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:259.15 total_reward_ma:202.19 loss:-4.428 fps:331.2 +frame:1.08e+06 wall_t:3261 t:67500 epi:nan +opt_step:66875 lr:0.0003 alpha:0.01255 +2026-02-10 23:05:42 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:260.95 total_reward_ma:203.12 loss:-4.363 fps:331.2 +frame:1.09e+06 wall_t:3291 t:68125 epi:nan +opt_step:67500 lr:0.0003 alpha:0.01328 +2026-02-10 23:06:11 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:263.00 total_reward_ma:204.09 loss:-4.382 fps:331.2 +frame:1.10e+06 wall_t:3321 t:68750 epi:nan +opt_step:68125 lr:0.0003 alpha:0.01282 +2026-02-10 23:06:40 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:267.00 total_reward_ma:205.11 loss:-4.26 fps:331.3 +frame:1.11e+06 wall_t:3350 t:69375 epi:nan +opt_step:68750 lr:0.0003 alpha:0.01346 +2026-02-10 23:07:09 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:277.80 total_reward_ma:206.24 loss:-4.162 fps:331.5 +frame:1.12e+06 wall_t:3379 t:70000 epi:nan +opt_step:69375 lr:0.0003 alpha:0.01364 +2026-02-10 23:07:38 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:284.05 total_reward_ma:207.53 loss:-4.337 fps:331.7 +frame:1.13e+06 wall_t:3407 t:70625 epi:nan +opt_step:70000 lr:0.0003 alpha:0.01439 +2026-02-10 23:08:07 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:300.20 total_reward_ma:208.99 loss:-4.225 fps:331.7 +frame:1.14e+06 wall_t:3437 t:71250 epi:nan +opt_step:70625 lr:0.0003 alpha:0.01466 +2026-02-10 23:08:38 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:302.30 total_reward_ma:210.53 loss:-4.306 fps:331.7 +frame:1.15e+06 wall_t:3467 t:71875 epi:nan +opt_step:71250 lr:0.0003 alpha:0.01451 +2026-02-10 23:09:08 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:304.60 total_reward_ma:212.06 loss:-4.193 fps:331.6 +frame:1.16e+06 wall_t:3498 t:72500 epi:nan +opt_step:71875 lr:0.0003 alpha:0.01509 +2026-02-10 23:09:37 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:319.95 total_reward_ma:213.67 loss:-4.272 fps:331.7 +frame:1.17e+06 wall_t:3527 t:73125 epi:nan +opt_step:72500 lr:0.0003 alpha:0.01578 +2026-02-10 23:10:08 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:317.40 total_reward_ma:215.25 loss:-4.385 fps:331.7 +frame:1.18e+06 wall_t:3557 t:73750 epi:nan +opt_step:73125 lr:0.0003 alpha:0.01621 +2026-02-10 23:10:37 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:329.40 total_reward_ma:216.87 loss:-4.287 fps:331.8 +frame:1.19e+06 wall_t:3586 t:74375 epi:nan +opt_step:73750 lr:0.0003 alpha:0.01703 +2026-02-10 23:11:08 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:333.80 total_reward_ma:218.46 loss:-4.42 fps:331.8 +frame:1.20e+06 wall_t:3617 t:75000 epi:nan +opt_step:74375 lr:0.0003 alpha:0.01774 +2026-02-10 23:11:37 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:345.15 total_reward_ma:220.09 loss:-4.386 fps:331.9 +frame:1.21e+06 wall_t:3646 t:75625 epi:nan +opt_step:75000 lr:0.0003 alpha:0.01713 +2026-02-10 23:12:06 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:359.95 total_reward_ma:221.87 loss:-4.158 fps:332 +frame:1.22e+06 wall_t:3675 t:76250 epi:nan +opt_step:75625 lr:0.0003 alpha:0.01819 +2026-02-10 23:12:37 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:371.75 total_reward_ma:223.74 loss:-4.545 fps:331.9 +frame:1.23e+06 wall_t:3706 t:76875 epi:nan +opt_step:76250 lr:0.0003 alpha:0.01878 +2026-02-10 23:13:06 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:380.65 total_reward_ma:225.69 loss:-4.445 fps:331.9 +frame:1.24e+06 wall_t:3736 t:77500 epi:nan +opt_step:76875 lr:0.0003 alpha:0.01909 +2026-02-10 23:13:36 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:397.55 total_reward_ma:227.90 loss:-4.55 fps:332 +frame:1.25e+06 wall_t:3765 t:78125 epi:nan +opt_step:77500 lr:0.0003 alpha:0.01994 +2026-02-10 23:14:06 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:413.70 total_reward_ma:230.19 loss:-4.434 fps:332 +frame:1.26e+06 wall_t:3795 t:78750 epi:nan +opt_step:78125 lr:0.0003 alpha:0.01933 +2026-02-10 23:14:36 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:414.05 total_reward_ma:232.49 loss:-4.544 fps:332 +frame:1.27e+06 wall_t:3825 t:79375 epi:nan +opt_step:78750 lr:0.0003 alpha:0.01876 +2026-02-10 23:15:06 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:429.70 total_reward_ma:234.94 loss:-4.656 fps:332 +frame:1.28e+06 wall_t:3856 t:80000 epi:nan +opt_step:79375 lr:0.0003 alpha:0.01878 +2026-02-10 23:15:36 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:440.75 total_reward_ma:237.40 loss:-4.633 fps:332 +frame:1.29e+06 wall_t:3885 t:80625 epi:nan +opt_step:80000 lr:0.0003 alpha:0.019 +2026-02-10 23:16:06 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:445.05 total_reward_ma:239.84 loss:-4.844 fps:332.1 +frame:1.30e+06 wall_t:3915 t:81250 epi:nan +opt_step:80625 lr:0.0003 alpha:0.0192 +2026-02-10 23:16:36 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:456.90 total_reward_ma:242.37 loss:-4.805 fps:332.1 +frame:1.31e+06 wall_t:3945 t:81875 epi:nan +opt_step:81250 lr:0.0003 alpha:0.01927 +2026-02-10 23:17:05 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:478.70 total_reward_ma:245.10 loss:-4.887 fps:332.1 +frame:1.32e+06 wall_t:3975 t:82500 epi:nan +opt_step:81875 lr:0.0003 alpha:0.01904 +2026-02-10 23:17:36 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:482.30 total_reward_ma:247.91 loss:-4.792 fps:332.1 +frame:1.33e+06 wall_t:4005 t:83125 epi:nan +opt_step:82500 lr:0.0003 alpha:0.01979 +2026-02-10 23:18:05 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:495.60 total_reward_ma:250.82 loss:-5.172 fps:332.1 +frame:1.34e+06 wall_t:4035 t:83750 epi:nan +opt_step:83125 lr:0.0003 alpha:0.01954 +2026-02-10 23:18:35 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:496.65 total_reward_ma:253.81 loss:-5.035 fps:332.1 +frame:1.35e+06 wall_t:4065 t:84375 epi:nan +opt_step:83750 lr:0.0003 alpha:0.01984 +2026-02-10 23:19:06 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:502.45 total_reward_ma:256.74 loss:-5.194 fps:332.1 +frame:1.36e+06 wall_t:4095 t:85000 epi:nan +opt_step:84375 lr:0.0003 alpha:0.01952 +2026-02-10 23:19:36 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:512.55 total_reward_ma:259.80 loss:-5.069 fps:332 +frame:1.37e+06 wall_t:4126 t:85625 epi:nan +opt_step:85000 lr:0.0003 alpha:0.0198 +2026-02-10 23:20:07 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:523.15 total_reward_ma:263.02 loss:-5.089 fps:332.1 +frame:1.38e+06 wall_t:4156 t:86250 epi:nan +opt_step:85625 lr:0.0003 alpha:0.0194 +2026-02-10 23:20:37 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:534.90 total_reward_ma:266.30 loss:-5.221 fps:332 +frame:1.39e+06 wall_t:4187 t:86875 epi:nan +opt_step:86250 lr:0.0003 alpha:0.01887 +2026-02-10 23:21:09 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:533.55 total_reward_ma:269.58 loss:-5.522 fps:331.8 +frame:1.40e+06 wall_t:4219 t:87500 epi:nan +opt_step:86875 lr:0.0003 alpha:0.01896 +2026-02-10 23:21:40 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:525.05 total_reward_ma:272.82 loss:-5.353 fps:331.8 +frame:1.41e+06 wall_t:4249 t:88125 epi:nan +opt_step:87500 lr:0.0003 alpha:0.01848 +2026-02-10 23:22:11 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:526.70 total_reward_ma:276.14 loss:-5.371 fps:331.8 +frame:1.42e+06 wall_t:4280 t:88750 epi:nan +opt_step:88125 lr:0.0003 alpha:0.01856 +2026-02-10 23:22:41 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:546.30 total_reward_ma:279.61 loss:-5.51 fps:331.8 +frame:1.43e+06 wall_t:4310 t:89375 epi:nan +opt_step:88750 lr:0.0003 alpha:0.01868 +2026-02-10 23:23:12 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:547.30 total_reward_ma:282.90 loss:-5.403 fps:331.7 +frame:1.44e+06 wall_t:4341 t:90000 epi:nan +opt_step:89375 lr:0.0003 alpha:0.01864 +2026-02-10 23:23:43 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:556.50 total_reward_ma:286.31 loss:-5.377 fps:331.7 +frame:1.45e+06 wall_t:4372 t:90625 epi:nan +opt_step:90000 lr:0.0003 alpha:0.01861 +2026-02-10 23:24:14 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:550.40 total_reward_ma:289.67 loss:-5.534 fps:331.6 +frame:1.46e+06 wall_t:4403 t:91250 epi:nan +opt_step:90625 lr:0.0003 alpha:0.01812 +2026-02-10 23:24:44 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:547.85 total_reward_ma:292.95 loss:-5.62 fps:331.6 +frame:1.47e+06 wall_t:4433 t:91875 epi:nan +opt_step:91250 lr:0.0003 alpha:0.01908 +2026-02-10 23:25:15 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:547.40 total_reward_ma:296.18 loss:-5.693 fps:331.5 +frame:1.48e+06 wall_t:4464 t:92500 epi:nan +opt_step:91875 lr:0.0003 alpha:0.01905 +2026-02-10 23:25:46 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:556.55 total_reward_ma:299.43 loss:-5.658 fps:331.5 +frame:1.49e+06 wall_t:4495 t:93125 epi:nan +opt_step:92500 lr:0.0003 alpha:0.01917 +2026-02-10 23:26:17 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:571.75 total_reward_ma:302.84 loss:-5.633 fps:331.4 +frame:1.50e+06 wall_t:4526 t:93750 epi:nan +opt_step:93125 lr:0.0003 alpha:0.01936 +2026-02-10 23:26:48 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:576.85 total_reward_ma:306.38 loss:-5.466 fps:331.4 +frame:1.51e+06 wall_t:4557 t:94375 epi:nan +opt_step:93750 lr:0.0003 alpha:0.01944 +2026-02-10 23:27:18 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:571.70 total_reward_ma:309.73 loss:-5.678 fps:331.4 +frame:1.52e+06 wall_t:4587 t:95000 epi:nan +opt_step:94375 lr:0.0003 alpha:0.01996 +2026-02-10 23:27:49 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:574.50 total_reward_ma:313.14 loss:-5.733 fps:331.3 +frame:1.53e+06 wall_t:4618 t:95625 epi:nan +opt_step:95000 lr:0.0003 alpha:0.01929 +2026-02-10 23:28:20 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:572.05 total_reward_ma:316.61 loss:-5.702 fps:331.3 +frame:1.54e+06 wall_t:4649 t:96250 epi:nan +opt_step:95625 lr:0.0003 alpha:0.0198 +2026-02-10 23:28:51 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:570.25 total_reward_ma:320.10 loss:-5.711 fps:331.2 +frame:1.55e+06 wall_t:4680 t:96875 epi:nan +opt_step:96250 lr:0.0003 alpha:0.02029 +2026-02-10 23:29:21 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:580.10 total_reward_ma:323.74 loss:-5.959 fps:331.1 +frame:1.56e+06 wall_t:4711 t:97500 epi:nan +opt_step:96875 lr:0.0003 alpha:0.02001 +2026-02-10 23:29:52 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:582.80 total_reward_ma:327.39 loss:-6.091 fps:331.2 +frame:1.57e+06 wall_t:4741 t:98125 epi:nan +opt_step:97500 lr:0.0003 alpha:0.02048 +2026-02-10 23:30:23 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:584.25 total_reward_ma:331.08 loss:-5.857 fps:331.1 +frame:1.58e+06 wall_t:4772 t:98750 epi:nan +opt_step:98125 lr:0.0003 alpha:0.02072 +2026-02-10 23:30:54 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:589.30 total_reward_ma:334.76 loss:-5.925 fps:331 +frame:1.59e+06 wall_t:4803 t:99375 epi:nan +opt_step:98750 lr:0.0003 alpha:0.02115 +2026-02-10 23:31:24 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:586.45 total_reward_ma:338.33 loss:-5.954 fps:331.1 +frame:1.60e+06 wall_t:4833 t:100000 epi:nan +opt_step:99375 lr:0.0003 alpha:0.02139 +2026-02-10 23:31:55 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:575.35 total_reward_ma:341.78 loss:-6.065 fps:331 +frame:1.61e+06 wall_t:4864 t:100625 epi:nan +opt_step:100000 lr:0.0003 alpha:0.02166 +2026-02-10 23:32:25 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:569.25 total_reward_ma:345.09 loss:-6.169 fps:331 +frame:1.62e+06 wall_t:4894 t:101250 epi:nan +opt_step:100625 lr:0.0003 alpha:0.02166 +2026-02-10 23:32:55 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:569.70 total_reward_ma:348.41 loss:-5.912 fps:331 +frame:1.63e+06 wall_t:4925 t:101875 epi:nan +opt_step:101250 lr:0.0003 alpha:0.02206 +2026-02-10 23:33:26 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:583.00 total_reward_ma:351.92 loss:-6.067 fps:330.9 +frame:1.64e+06 wall_t:4956 t:102500 epi:nan +opt_step:101875 lr:0.0003 alpha:0.02229 +2026-02-10 23:33:57 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:582.50 total_reward_ma:355.46 loss:-6.167 fps:330.9 +frame:1.65e+06 wall_t:4987 t:103125 epi:nan +opt_step:102500 lr:0.0003 alpha:0.02291 +2026-02-10 23:34:28 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:582.20 total_reward_ma:359.06 loss:-6.254 fps:330.9 +frame:1.66e+06 wall_t:5017 t:103750 epi:nan +opt_step:103125 lr:0.0003 alpha:0.02238 +2026-02-10 23:34:59 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:576.85 total_reward_ma:362.63 loss:-6.374 fps:330.8 +frame:1.67e+06 wall_t:5048 t:104375 epi:nan +opt_step:103750 lr:0.0003 alpha:0.02204 +2026-02-10 23:35:30 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:565.75 total_reward_ma:366.12 loss:-6.215 fps:330.8 +frame:1.68e+06 wall_t:5079 t:105000 epi:nan +opt_step:104375 lr:0.0003 alpha:0.02227 +2026-02-10 23:36:00 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:564.00 total_reward_ma:369.62 loss:-6.285 fps:330.7 +frame:1.69e+06 wall_t:5110 t:105625 epi:nan +opt_step:105000 lr:0.0003 alpha:0.02226 +2026-02-10 23:36:30 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:570.60 total_reward_ma:373.23 loss:-6.42 fps:330.7 +frame:1.70e+06 wall_t:5140 t:106250 epi:nan +opt_step:105625 lr:0.0003 alpha:0.02238 +2026-02-10 23:37:01 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:576.25 total_reward_ma:376.99 loss:-6.457 fps:330.8 +frame:1.71e+06 wall_t:5170 t:106875 epi:nan +opt_step:106250 lr:0.0003 alpha:0.02294 +2026-02-10 23:37:32 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:585.45 total_reward_ma:380.91 loss:-6.549 fps:330.7 +frame:1.72e+06 wall_t:5201 t:107500 epi:nan +opt_step:106875 lr:0.0003 alpha:0.02285 +2026-02-10 23:38:02 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:581.70 total_reward_ma:384.95 loss:-6.464 fps:330.7 +frame:1.73e+06 wall_t:5231 t:108125 epi:nan +opt_step:107500 lr:0.0003 alpha:0.0227 +2026-02-10 23:38:32 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:576.10 total_reward_ma:389.04 loss:-6.552 fps:330.7 +frame:1.74e+06 wall_t:5262 t:108750 epi:nan +opt_step:108125 lr:0.0003 alpha:0.0225 +2026-02-10 23:39:03 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:564.95 total_reward_ma:393.02 loss:-6.591 fps:330.7 +frame:1.75e+06 wall_t:5292 t:109375 epi:nan +opt_step:108750 lr:0.0003 alpha:0.02253 +2026-02-10 23:39:34 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:591.20 total_reward_ma:397.17 loss:-6.599 fps:330.6 +frame:1.76e+06 wall_t:5323 t:110000 epi:nan +opt_step:109375 lr:0.0003 alpha:0.02309 +2026-02-10 23:40:04 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:590.40 total_reward_ma:401.35 loss:-6.631 fps:330.6 +frame:1.77e+06 wall_t:5354 t:110625 epi:nan +opt_step:110000 lr:0.0003 alpha:0.02369 +2026-02-10 23:40:35 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:590.65 total_reward_ma:405.51 loss:-6.505 fps:330.6 +frame:1.78e+06 wall_t:5384 t:111250 epi:nan +opt_step:110625 lr:0.0003 alpha:0.02286 +2026-02-10 23:41:05 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:590.70 total_reward_ma:409.74 loss:-6.561 fps:330.6 +frame:1.79e+06 wall_t:5414 t:111875 epi:nan +opt_step:111250 lr:0.0003 alpha:0.02339 +2026-02-10 23:41:35 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:599.95 total_reward_ma:414.11 loss:-6.713 fps:330.6 +frame:1.80e+06 wall_t:5445 t:112500 epi:nan +opt_step:111875 lr:0.0003 alpha:0.02369 +2026-02-10 23:42:06 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:589.85 total_reward_ma:418.52 loss:-6.668 fps:330.6 +frame:1.81e+06 wall_t:5475 t:113125 epi:nan +opt_step:112500 lr:0.0003 alpha:0.02403 +2026-02-10 23:42:36 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:591.10 total_reward_ma:422.96 loss:-6.623 fps:330.5 +frame:1.82e+06 wall_t:5506 t:113750 epi:nan +opt_step:113125 lr:0.0003 alpha:0.02397 +2026-02-10 23:43:07 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:595.65 total_reward_ma:427.48 loss:-6.733 fps:330.6 +frame:1.83e+06 wall_t:5536 t:114375 epi:nan +opt_step:113750 lr:0.0003 alpha:0.0243 +2026-02-10 23:43:37 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:599.55 total_reward_ma:431.92 loss:-6.76 fps:330.5 +frame:1.84e+06 wall_t:5567 t:115000 epi:nan +opt_step:114375 lr:0.0003 alpha:0.02366 +2026-02-10 23:44:08 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:578.05 total_reward_ma:436.18 loss:-6.911 fps:330.5 +frame:1.85e+06 wall_t:5598 t:115625 epi:nan +opt_step:115000 lr:0.0003 alpha:0.02439 +2026-02-10 23:44:39 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:584.30 total_reward_ma:440.46 loss:-6.926 fps:330.5 +frame:1.86e+06 wall_t:5628 t:116250 epi:nan +opt_step:115625 lr:0.0003 alpha:0.02461 +2026-02-10 23:45:10 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:585.35 total_reward_ma:444.74 loss:-6.97 fps:330.4 +frame:1.87e+06 wall_t:5659 t:116875 epi:nan +opt_step:116250 lr:0.0003 alpha:0.02498 +2026-02-10 23:45:40 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:583.70 total_reward_ma:448.98 loss:-7.033 fps:330.5 +frame:1.88e+06 wall_t:5689 t:117500 epi:nan +opt_step:116875 lr:0.0003 alpha:0.02518 +2026-02-10 23:46:10 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:579.85 total_reward_ma:453.11 loss:-6.929 fps:330.5 +frame:1.89e+06 wall_t:5719 t:118125 epi:nan +opt_step:117500 lr:0.0003 alpha:0.02459 +2026-02-10 23:46:41 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:597.75 total_reward_ma:457.28 loss:-7.089 fps:330.4 +frame:1.90e+06 wall_t:5750 t:118750 epi:nan +opt_step:118125 lr:0.0003 alpha:0.02514 +2026-02-10 23:47:11 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:584.25 total_reward_ma:461.23 loss:-7.05 fps:330.4 +frame:1.91e+06 wall_t:5781 t:119375 epi:nan +opt_step:118750 lr:0.0003 alpha:0.02529 +2026-02-10 23:47:42 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:583.95 total_reward_ma:464.96 loss:-6.898 fps:330.4 +frame:1.92e+06 wall_t:5812 t:120000 epi:nan +opt_step:119375 lr:0.0003 alpha:0.02558 +2026-02-10 23:48:13 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:587.20 total_reward_ma:468.52 loss:-7.126 fps:330.4 +frame:1.93e+06 wall_t:5842 t:120625 epi:nan +opt_step:120000 lr:0.0003 alpha:0.02542 +2026-02-10 23:48:44 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:608.45 total_reward_ma:472.11 loss:-7.244 fps:330.3 +frame:1.94e+06 wall_t:5873 t:121250 epi:nan +opt_step:120625 lr:0.0003 alpha:0.02603 +2026-02-10 23:49:15 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:607.20 total_reward_ma:475.53 loss:-7.209 fps:330.3 +frame:1.95e+06 wall_t:5904 t:121875 epi:nan +opt_step:121250 lr:0.0003 alpha:0.02569 +2026-02-10 23:49:45 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:602.15 total_reward_ma:478.89 loss:-7.265 fps:330.2 +frame:1.96e+06 wall_t:5935 t:122500 epi:nan +opt_step:121875 lr:0.0003 alpha:0.02541 +2026-02-10 23:50:15 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:604.60 total_reward_ma:482.32 loss:-7.213 fps:330.3 +frame:1.97e+06 wall_t:5964 t:123125 epi:nan +opt_step:122500 lr:0.0003 alpha:0.02563 +2026-02-10 23:50:46 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:618.50 total_reward_ma:485.98 loss:-7.4 fps:330.3 +frame:1.98e+06 wall_t:5995 t:123750 epi:nan +opt_step:123125 lr:0.0003 alpha:0.02579 +2026-02-10 23:51:16 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:623.85 total_reward_ma:489.74 loss:-7.265 fps:330.2 +frame:1.99e+06 wall_t:6026 t:124375 epi:nan +opt_step:123750 lr:0.0003 alpha:0.02626 +2026-02-10 23:51:45 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:626.55 total_reward_ma:493.62 loss:-7.401 fps:330.4 +frame:2.00e+06 wall_t:6054 t:125000 epi:nan +opt_step:124375 lr:0.0003 alpha:0.02609 +2026-02-10 23:51:46 | INFO | PID:1361 | slm_lab.lib.logger:info | Session 3 done diff --git a/data/sac_atari_spaceinvaders_2026_02_10_221043/sac_atari_spaceinvaders_spec.json b/data/sac_atari_spaceinvaders_2026_02_10_221043/sac_atari_spaceinvaders_spec.json new file mode 100644 index 0000000000000000000000000000000000000000..db69343a6b9464e433441e88dfbe1640e9535356 --- /dev/null +++ b/data/sac_atari_spaceinvaders_2026_02_10_221043/sac_atari_spaceinvaders_spec.json @@ -0,0 +1,98 @@ +{ + "agent": { + "name": "SoftActorCritic", + "algorithm": { + "name": "SoftActorCritic", + "action_pdtype": "Categorical", + "action_policy": "default", + "gamma": 0.99, + "training_start_step": 10000, + "training_frequency": 4, + "training_iter": 1 + }, + "memory": { + "name": "Replay", + "batch_size": 256, + "max_size": 200000, + "use_cer": false + }, + "net": { + "type": 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+} \ No newline at end of file diff --git a/data/sac_atari_spaceinvaders_2026_02_11_080424/info/sac_atari_spaceinvaders_t0_trial_metrics_scalar.json b/data/sac_atari_spaceinvaders_2026_02_11_080424/info/sac_atari_spaceinvaders_t0_trial_metrics_scalar.json new file mode 100644 index 0000000000000000000000000000000000000000..24a003a82aaa16da4720b4310b5fc8ab8d098c88 --- /dev/null +++ b/data/sac_atari_spaceinvaders_2026_02_11_080424/info/sac_atari_spaceinvaders_t0_trial_metrics_scalar.json @@ -0,0 +1,11 @@ +{ + "frame": 2000000.0, + "total_reward_ma": 561.1434326171875, + "strength": 272.7586364746094, + "max_strength": 452.61248779296875, + "final_strength": 421.3499755859375, + "sample_efficiency": 7.742781917841057e-07, + "training_efficiency": 6.0036695685994346e-06, + "stability": 0.9901475310325623, + "consistency": 0.8040956258773804 +} \ No newline at end of file diff --git a/data/sac_atari_spaceinvaders_2026_02_11_080424/log/sac_atari_spaceinvaders_t0.log b/data/sac_atari_spaceinvaders_2026_02_11_080424/log/sac_atari_spaceinvaders_t0.log new file mode 100644 index 0000000000000000000000000000000000000000..836ad1707d76948565ea4c51c27c0c78c802e9b3 --- /dev/null +++ b/data/sac_atari_spaceinvaders_2026_02_11_080424/log/sac_atari_spaceinvaders_t0.log @@ -0,0 +1,5 @@ +2026-02-11 11:00:31 | INFO | PID:1218 | slm_lab.lib.logger:info | trial_metrics: frame:2.00e+06 | total_reward_ma:561.14 | strength:272.8 | max_strength:452.6 | final_strength:421.3 | sample_efficiency:7.743e-07 | training_efficiency:6.004e-06 | stability:0.9901 | consistency:0.8041 +2026-02-11 11:00:31 | INFO | PID:1218 | slm_lab.lib.logger:info | Trial 0 done +2026-02-11 11:00:31 | INFO | PID:1218 | slm_lab.cli.main:run_spec | Output: data/sac_atari_spaceinvaders_2026_02_11_080424 +2026-02-11 11:00:31 | INFO | PID:1218 | slm_lab.lib.hf:cleanup_models | Cleanup saved 309.2 MB +2026-02-11 11:00:32 | INFO | PID:1218 | slm_lab.lib.hf:upload | Uploading data/sac_atari_spaceinvaders_2026_02_11_080424 to SLM-Lab/benchmark-dev/data/sac_atari_spaceinvaders_2026_02_11_080424... diff --git a/data/sac_atari_spaceinvaders_2026_02_11_080424/log/sac_atari_spaceinvaders_t0_s0.log b/data/sac_atari_spaceinvaders_2026_02_11_080424/log/sac_atari_spaceinvaders_t0_s0.log new file mode 100644 index 0000000000000000000000000000000000000000..7ec58063055185ea6a588e5075b9107c9d9b4c40 --- /dev/null +++ b/data/sac_atari_spaceinvaders_2026_02_11_080424/log/sac_atari_spaceinvaders_t0_s0.log @@ -0,0 +1,982 @@ +2026-02-11 08:04:29 | INFO | PID:1358 | slm_lab.env:_make_vector_env | AtariVectorEnv: 16 envs, native preprocessing +2026-02-11 08:05:15 | INFO | PID:1358 | slm_lab.lib.perf:log_perf_setup | Performance setup: +Platform: GPU NVIDIA RTX A4500 (compute 8.6) +• GPU cuDNN benchmark: enabled +• GPU memory management: enabled +• GPU TF32 acceleration: enabled +2026-02-11 08:05:15 | INFO | PID:1358 | slm_lab.lib.logger:info | SoftActorCritic: +algorithm_spec: + name: SoftActorCritic + action_pdtype: Categorical + action_policy: default + gamma: 0.99 + training_start_step: 2000 + training_frequency: 4 + training_iter: 2 +name: SoftActorCritic +memory_spec: + name: Replay + batch_size: 256 + max_size: 200000 + use_cer: false +action_pdtype: Categorical +training_iter: 2 +training_start_step: 2000 +policy_delay: 1 +entropy_penalty_coef: 0.0 +gamma: 0.99 +training_frequency: 4 +to_train: 0 +_train_step: 0 +shared: False +net: (device:cuda:0) ConvNet( + (conv_model): Sequential( + (0): Conv2d(4, 32, kernel_size=(8, 8), stride=(4, 4)) + (1): ReLU() + (2): Conv2d(32, 64, kernel_size=(4, 4), stride=(2, 2)) + (3): ReLU() + (4): Conv2d(64, 64, kernel_size=(3, 3), stride=(1, 1)) + (5): ReLU() + ) + (fc_model): Sequential( + (0): Linear(in_features=3136, out_features=512, bias=True) + (1): ReLU() + ) + (tails): Sequential( + (0): Linear(in_features=512, out_features=6, bias=True) + ) + (loss_fn): SmoothL1Loss() +) +optim: AdamW ( +Parameter Group 0 + amsgrad: False + betas: (0.9, 0.999) + capturable: False + decoupled_weight_decay: True + differentiable: False + eps: 0.0001 + foreach: None + fused: None + lr: 0.0003 + maximize: False + weight_decay: 0.01 +) +q1_net: (device:cuda:0) ConvNet( + (conv_model): Sequential( + (0): Conv2d(4, 32, kernel_size=(8, 8), stride=(4, 4)) + (1): ReLU() + (2): Conv2d(32, 64, kernel_size=(4, 4), stride=(2, 2)) + (3): ReLU() + (4): Conv2d(64, 64, kernel_size=(3, 3), stride=(1, 1)) + (5): ReLU() + ) + (fc_model): Sequential( + (0): Linear(in_features=3136, out_features=512, bias=True) + (1): ReLU() + ) + (tails): Sequential( + (0): Linear(in_features=512, out_features=6, bias=True) + ) + (loss_fn): SmoothL1Loss() +) +target_q1_net: (device:cuda:0) ConvNet( + (conv_model): Sequential( + (0): Conv2d(4, 32, kernel_size=(8, 8), stride=(4, 4)) + (1): ReLU() + (2): Conv2d(32, 64, kernel_size=(4, 4), stride=(2, 2)) + (3): ReLU() + (4): Conv2d(64, 64, kernel_size=(3, 3), stride=(1, 1)) + (5): ReLU() + ) + (fc_model): Sequential( + (0): Linear(in_features=3136, out_features=512, bias=True) + (1): ReLU() + ) + (tails): Sequential( + (0): Linear(in_features=512, out_features=6, bias=True) + ) + (loss_fn): SmoothL1Loss() +) +q1_optim: AdamW ( +Parameter Group 0 + amsgrad: False + betas: (0.9, 0.999) + capturable: False + decoupled_weight_decay: True + differentiable: False + eps: 0.0001 + foreach: None + fused: None + lr: 0.0003 + maximize: False + weight_decay: 0.01 +) +q2_net: (device:cuda:0) ConvNet( + (conv_model): Sequential( + (0): Conv2d(4, 32, kernel_size=(8, 8), stride=(4, 4)) + (1): ReLU() + (2): Conv2d(32, 64, kernel_size=(4, 4), stride=(2, 2)) + (3): ReLU() + (4): Conv2d(64, 64, kernel_size=(3, 3), stride=(1, 1)) + (5): ReLU() + ) + (fc_model): Sequential( + (0): Linear(in_features=3136, out_features=512, bias=True) + (1): ReLU() + ) + (tails): Sequential( + (0): Linear(in_features=512, out_features=6, bias=True) + ) + (loss_fn): SmoothL1Loss() +) +target_q2_net: (device:cuda:0) ConvNet( + (conv_model): Sequential( + (0): Conv2d(4, 32, kernel_size=(8, 8), stride=(4, 4)) + (1): ReLU() + (2): Conv2d(32, 64, kernel_size=(4, 4), stride=(2, 2)) + (3): ReLU() + (4): Conv2d(64, 64, kernel_size=(3, 3), stride=(1, 1)) + (5): ReLU() + ) + (fc_model): Sequential( + (0): Linear(in_features=3136, out_features=512, bias=True) + (1): ReLU() + ) + (tails): Sequential( + (0): Linear(in_features=512, out_features=6, bias=True) + ) + (loss_fn): SmoothL1Loss() +) +q2_optim: AdamW ( +Parameter Group 0 + amsgrad: False + betas: (0.9, 0.999) + capturable: False + decoupled_weight_decay: True + differentiable: False + eps: 0.0001 + foreach: None + fused: None + lr: 0.0003 + maximize: False + weight_decay: 0.01 +) +net_names: ['net', 'q1_net', 'target_q1_net', 'q2_net', 'target_q2_net'] +target_entropy: 1.0750556815368328 +log_alpha: tensor([0.], device='cuda:0', requires_grad=True) +alpha: tensor([1.], device='cuda:0') +alpha_optim: AdamW ( +Parameter Group 0 + amsgrad: False + betas: (0.9, 0.999) + capturable: False + decoupled_weight_decay: True + differentiable: False + eps: 0.0001 + foreach: None + fused: None + lr: 0.0003 + maximize: False + weight_decay: 0.01 +) +2026-02-11 08:05:59 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:80.00 total_reward_ma:80.00 loss:-8.277 fps:116.3 +frame:1.00e+04 wall_t:86 t:625 epi:nan +opt_step:1000 lr:0.0003 alpha:0.7544 +2026-02-11 08:06:50 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:121.67 total_reward_ma:100.83 loss:-13.73 fps:144.9 +frame:2.00e+04 wall_t:138 t:1250 epi:nan +opt_step:2250 lr:0.0003 alpha:0.5503 +2026-02-11 08:07:42 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:138.68 total_reward_ma:113.45 loss:-16.87 fps:157.9 +frame:3.00e+04 wall_t:190 t:1875 epi:nan +opt_step:3500 lr:0.0003 alpha:0.41 +2026-02-11 08:08:35 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:142.91 total_reward_ma:120.81 loss:-20.12 fps:164.6 +frame:4.00e+04 wall_t:243 t:2500 epi:nan +opt_step:4750 lr:0.0003 alpha:0.3087 +2026-02-11 08:09:27 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:140.58 total_reward_ma:124.77 loss:-21.33 fps:169.5 +frame:5.00e+04 wall_t:295 t:3125 epi:nan +opt_step:6000 lr:0.0003 alpha:0.2337 +2026-02-11 08:10:19 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:150.75 total_reward_ma:129.10 loss:-21.96 fps:172.9 +frame:6.00e+04 wall_t:347 t:3750 epi:nan +opt_step:7250 lr:0.0003 alpha:0.1774 +2026-02-11 08:11:11 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:154.00 total_reward_ma:132.65 loss:-22.08 fps:175.9 +frame:7.00e+04 wall_t:398 t:4375 epi:nan +opt_step:8500 lr:0.0003 alpha:0.1349 +2026-02-11 08:12:03 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:149.00 total_reward_ma:134.70 loss:-22.43 fps:177.8 +frame:8.00e+04 wall_t:450 t:5000 epi:nan +opt_step:9750 lr:0.0003 alpha:0.1027 +2026-02-11 08:12:55 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:150.65 total_reward_ma:136.47 loss:-21.86 fps:179.3 +frame:9.00e+04 wall_t:502 t:5625 epi:nan +opt_step:11000 lr:0.0003 alpha:0.07828 +2026-02-11 08:13:47 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:155.30 total_reward_ma:138.35 loss:-21.5 fps:180.2 +frame:1.00e+05 wall_t:555 t:6250 epi:nan +opt_step:12250 lr:0.0003 alpha:0.05977 +2026-02-11 08:14:39 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:159.50 total_reward_ma:140.28 loss:-20.01 fps:181.2 +frame:1.10e+05 wall_t:607 t:6875 epi:nan +opt_step:13500 lr:0.0003 alpha:0.0457 +2026-02-11 08:15:32 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:155.85 total_reward_ma:141.57 loss:-19.84 fps:182.1 +frame:1.20e+05 wall_t:659 t:7500 epi:nan +opt_step:14750 lr:0.0003 alpha:0.03501 +2026-02-11 08:16:23 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:153.35 total_reward_ma:142.48 loss:-19.02 fps:182.8 +frame:1.30e+05 wall_t:711 t:8125 epi:nan +opt_step:16000 lr:0.0003 alpha:0.02691 +2026-02-11 08:17:15 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:159.90 total_reward_ma:143.72 loss:-18.25 fps:183.5 +frame:1.40e+05 wall_t:763 t:8750 epi:nan +opt_step:17250 lr:0.0003 alpha:0.02082 +2026-02-11 08:18:07 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:169.15 total_reward_ma:145.42 loss:-16.99 fps:184.3 +frame:1.50e+05 wall_t:814 t:9375 epi:nan +opt_step:18500 lr:0.0003 alpha:0.01621 +2026-02-11 08:18:59 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:180.20 total_reward_ma:147.59 loss:-16.53 fps:184.5 +frame:1.60e+05 wall_t:867 t:10000 epi:nan +opt_step:19750 lr:0.0003 alpha:0.01272 +2026-02-11 08:19:51 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:186.15 total_reward_ma:149.86 loss:-15.63 fps:185 +frame:1.70e+05 wall_t:919 t:10625 epi:nan +opt_step:21000 lr:0.0003 alpha:0.0101 +2026-02-11 08:20:43 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:188.60 total_reward_ma:152.01 loss:-15.13 fps:185.4 +frame:1.80e+05 wall_t:971 t:11250 epi:nan +opt_step:22250 lr:0.0003 alpha:0.008272 +2026-02-11 08:21:35 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:197.45 total_reward_ma:154.40 loss:-14.22 fps:185.9 +frame:1.90e+05 wall_t:1022 t:11875 epi:nan +opt_step:23500 lr:0.0003 alpha:0.007029 +2026-02-11 08:22:27 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:208.85 total_reward_ma:157.13 loss:-13.4 fps:186.2 +frame:2.00e+05 wall_t:1074 t:12500 epi:nan +opt_step:24750 lr:0.0003 alpha:0.006738 +2026-02-11 08:23:18 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:210.05 total_reward_ma:159.65 loss:-12.95 fps:186.5 +frame:2.10e+05 wall_t:1126 t:13125 epi:nan +opt_step:26000 lr:0.0003 alpha:0.006738 +2026-02-11 08:24:10 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:217.85 total_reward_ma:162.29 loss:-12.31 fps:186.9 +frame:2.20e+05 wall_t:1177 t:13750 epi:nan +opt_step:27250 lr:0.0003 alpha:0.006738 +2026-02-11 08:25:02 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:224.65 total_reward_ma:165.00 loss:-11.61 fps:187 +frame:2.30e+05 wall_t:1230 t:14375 epi:nan +opt_step:28500 lr:0.0003 alpha:0.006738 +2026-02-11 08:25:54 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:233.75 total_reward_ma:167.87 loss:-11.2 fps:187.4 +frame:2.40e+05 wall_t:1281 t:15000 epi:nan +opt_step:29750 lr:0.0003 alpha:0.006738 +2026-02-11 08:26:45 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:232.40 total_reward_ma:170.45 loss:-10.56 fps:187.5 +frame:2.50e+05 wall_t:1333 t:15625 epi:nan +opt_step:31000 lr:0.0003 alpha:0.006738 +2026-02-11 08:27:37 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:239.10 total_reward_ma:173.09 loss:-10.09 fps:187.9 +frame:2.60e+05 wall_t:1384 t:16250 epi:nan +opt_step:32250 lr:0.0003 alpha:0.006738 +2026-02-11 08:28:28 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:224.40 total_reward_ma:174.99 loss:-9.715 fps:188 +frame:2.70e+05 wall_t:1436 t:16875 epi:nan +opt_step:33500 lr:0.0003 alpha:0.006897 +2026-02-11 08:29:20 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:223.35 total_reward_ma:176.72 loss:-9.151 fps:188.2 +frame:2.80e+05 wall_t:1488 t:17500 epi:nan +opt_step:34750 lr:0.0003 alpha:0.006937 +2026-02-11 08:30:12 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:214.00 total_reward_ma:178.00 loss:-8.593 fps:188.4 +frame:2.90e+05 wall_t:1539 t:18125 epi:nan +opt_step:36000 lr:0.0003 alpha:0.006749 +2026-02-11 08:31:04 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:219.35 total_reward_ma:179.38 loss:-8.495 fps:188.6 +frame:3.00e+05 wall_t:1591 t:18750 epi:nan +opt_step:37250 lr:0.0003 alpha:0.006738 +2026-02-11 08:31:56 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:222.00 total_reward_ma:180.76 loss:-8.131 fps:188.7 +frame:3.10e+05 wall_t:1643 t:19375 epi:nan +opt_step:38500 lr:0.0003 alpha:0.006738 +2026-02-11 08:32:48 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:222.40 total_reward_ma:182.06 loss:-7.675 fps:188.8 +frame:3.20e+05 wall_t:1695 t:20000 epi:nan +opt_step:39750 lr:0.0003 alpha:0.006738 +2026-02-11 08:33:40 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:217.15 total_reward_ma:183.12 loss:-7.543 fps:188.9 +frame:3.30e+05 wall_t:1747 t:20625 epi:nan +opt_step:41000 lr:0.0003 alpha:0.006738 +2026-02-11 08:34:32 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:218.35 total_reward_ma:184.16 loss:-7.002 fps:189 +frame:3.40e+05 wall_t:1799 t:21250 epi:nan +opt_step:42250 lr:0.0003 alpha:0.006738 +2026-02-11 08:35:24 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:219.95 total_reward_ma:185.18 loss:-6.603 fps:189.1 +frame:3.50e+05 wall_t:1851 t:21875 epi:nan +opt_step:43500 lr:0.0003 alpha:0.006738 +2026-02-11 08:36:16 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:216.55 total_reward_ma:186.05 loss:-6.468 fps:189.2 +frame:3.60e+05 wall_t:1903 t:22500 epi:nan +opt_step:44750 lr:0.0003 alpha:0.006738 +2026-02-11 08:37:08 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:210.35 total_reward_ma:186.71 loss:-6.118 fps:189.3 +frame:3.70e+05 wall_t:1955 t:23125 epi:nan +opt_step:46000 lr:0.0003 alpha:0.006738 +2026-02-11 08:37:59 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:208.00 total_reward_ma:187.27 loss:-5.86 fps:189.3 +frame:3.80e+05 wall_t:2007 t:23750 epi:nan +opt_step:47250 lr:0.0003 alpha:0.006738 +2026-02-11 08:38:51 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:212.75 total_reward_ma:187.92 loss:-5.554 fps:189.5 +frame:3.90e+05 wall_t:2058 t:24375 epi:nan +opt_step:48500 lr:0.0003 alpha:0.006738 +2026-02-11 08:39:43 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:216.70 total_reward_ma:188.64 loss:-5.349 fps:189.5 +frame:4.00e+05 wall_t:2111 t:25000 epi:nan +opt_step:49750 lr:0.0003 alpha:0.006738 +2026-02-11 08:40:35 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:214.85 total_reward_ma:189.28 loss:-5.217 fps:189.6 +frame:4.10e+05 wall_t:2163 t:25625 epi:nan +opt_step:51000 lr:0.0003 alpha:0.006738 +2026-02-11 08:41:26 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:211.10 total_reward_ma:189.80 loss:-5.069 fps:189.7 +frame:4.20e+05 wall_t:2214 t:26250 epi:nan +opt_step:52250 lr:0.0003 alpha:0.006775 +2026-02-11 08:42:18 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:208.50 total_reward_ma:190.23 loss:-4.733 fps:189.8 +frame:4.30e+05 wall_t:2265 t:26875 epi:nan +opt_step:53500 lr:0.0003 alpha:0.00694 +2026-02-11 08:43:10 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:210.30 total_reward_ma:190.69 loss:-4.52 fps:189.9 +frame:4.40e+05 wall_t:2317 t:27500 epi:nan +opt_step:54750 lr:0.0003 alpha:0.007314 +2026-02-11 08:44:02 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:197.70 total_reward_ma:190.85 loss:-4.668 fps:190 +frame:4.50e+05 wall_t:2369 t:28125 epi:nan +opt_step:56000 lr:0.0003 alpha:0.008172 +2026-02-11 08:44:53 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:177.00 total_reward_ma:190.55 loss:-4.458 fps:190 +frame:4.60e+05 wall_t:2421 t:28750 epi:nan +opt_step:57250 lr:0.0003 alpha:0.009285 +2026-02-11 08:45:46 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:139.15 total_reward_ma:189.45 loss:-4.402 fps:190.1 +frame:4.70e+05 wall_t:2473 t:29375 epi:nan +opt_step:58500 lr:0.0003 alpha:0.009845 +2026-02-11 08:46:37 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:124.80 total_reward_ma:188.10 loss:-4.332 fps:190.2 +frame:4.80e+05 wall_t:2524 t:30000 epi:nan +opt_step:59750 lr:0.0003 alpha:0.009664 +2026-02-11 08:47:29 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:119.65 total_reward_ma:186.71 loss:-4.497 fps:190.2 +frame:4.90e+05 wall_t:2576 t:30625 epi:nan +opt_step:61000 lr:0.0003 alpha:0.009255 +2026-02-11 08:48:20 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:114.25 total_reward_ma:185.26 loss:-4.325 fps:190.3 +frame:5.00e+05 wall_t:2628 t:31250 epi:nan +opt_step:62250 lr:0.0003 alpha:0.009804 +2026-02-11 08:49:12 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:127.65 total_reward_ma:184.13 loss:-4.381 fps:190.3 +frame:5.10e+05 wall_t:2680 t:31875 epi:nan +opt_step:63500 lr:0.0003 alpha:0.009579 +2026-02-11 08:50:04 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:145.90 total_reward_ma:183.39 loss:-4.117 fps:190.3 +frame:5.20e+05 wall_t:2732 t:32500 epi:nan +opt_step:64750 lr:0.0003 alpha:0.01087 +2026-02-11 08:50:55 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:154.15 total_reward_ma:182.84 loss:-4.207 fps:190.5 +frame:5.30e+05 wall_t:2782 t:33125 epi:nan +opt_step:66000 lr:0.0003 alpha:0.01155 +2026-02-11 08:51:46 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:160.30 total_reward_ma:182.42 loss:-4.145 fps:190.5 +frame:5.40e+05 wall_t:2834 t:33750 epi:nan +opt_step:67250 lr:0.0003 alpha:0.01287 +2026-02-11 08:52:38 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:173.95 total_reward_ma:182.27 loss:-4.109 fps:190.6 +frame:5.50e+05 wall_t:2885 t:34375 epi:nan +opt_step:68500 lr:0.0003 alpha:0.01437 +2026-02-11 08:53:29 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:179.70 total_reward_ma:182.22 loss:-4.08 fps:190.7 +frame:5.60e+05 wall_t:2936 t:35000 epi:nan +opt_step:69750 lr:0.0003 alpha:0.01429 +2026-02-11 08:54:20 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:194.65 total_reward_ma:182.44 loss:-3.822 fps:190.8 +frame:5.70e+05 wall_t:2988 t:35625 epi:nan +opt_step:71000 lr:0.0003 alpha:0.01558 +2026-02-11 08:55:12 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:209.65 total_reward_ma:182.91 loss:-4.052 fps:190.9 +frame:5.80e+05 wall_t:3039 t:36250 epi:nan +opt_step:72250 lr:0.0003 alpha:0.01745 +2026-02-11 08:56:03 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:223.15 total_reward_ma:183.59 loss:-4.269 fps:190.9 +frame:5.90e+05 wall_t:3091 t:36875 epi:nan +opt_step:73500 lr:0.0003 alpha:0.01896 +2026-02-11 08:56:55 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:234.85 total_reward_ma:184.45 loss:-4.153 fps:190.9 +frame:6.00e+05 wall_t:3143 t:37500 epi:nan +opt_step:74750 lr:0.0003 alpha:0.02073 +2026-02-11 08:57:47 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:253.05 total_reward_ma:185.57 loss:-4.216 fps:191 +frame:6.10e+05 wall_t:3194 t:38125 epi:nan +opt_step:76000 lr:0.0003 alpha:0.02216 +2026-02-11 08:58:39 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:274.55 total_reward_ma:187.01 loss:-4.279 fps:191 +frame:6.20e+05 wall_t:3246 t:38750 epi:nan +opt_step:77250 lr:0.0003 alpha:0.02279 +2026-02-11 08:59:30 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:282.10 total_reward_ma:188.52 loss:-4.564 fps:191 +frame:6.30e+05 wall_t:3298 t:39375 epi:nan +opt_step:78500 lr:0.0003 alpha:0.02405 +2026-02-11 09:00:23 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:302.70 total_reward_ma:190.30 loss:-4.507 fps:191 +frame:6.40e+05 wall_t:3351 t:40000 epi:nan +opt_step:79750 lr:0.0003 alpha:0.02445 +2026-02-11 09:01:15 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:312.70 total_reward_ma:192.18 loss:-4.55 fps:191 +frame:6.50e+05 wall_t:3403 t:40625 epi:nan +opt_step:81000 lr:0.0003 alpha:0.02478 +2026-02-11 09:02:07 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:333.95 total_reward_ma:194.33 loss:-4.859 fps:191.1 +frame:6.60e+05 wall_t:3454 t:41250 epi:nan +opt_step:82250 lr:0.0003 alpha:0.02563 +2026-02-11 09:02:57 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:358.85 total_reward_ma:196.79 loss:-4.965 fps:191.2 +frame:6.70e+05 wall_t:3505 t:41875 epi:nan +opt_step:83500 lr:0.0003 alpha:0.02567 +2026-02-11 09:03:49 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:373.90 total_reward_ma:199.39 loss:-5.225 fps:191.2 +frame:6.80e+05 wall_t:3556 t:42500 epi:nan +opt_step:84750 lr:0.0003 alpha:0.02691 +2026-02-11 09:04:40 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:399.15 total_reward_ma:202.29 loss:-5.315 fps:191.2 +frame:6.90e+05 wall_t:3608 t:43125 epi:nan +opt_step:86000 lr:0.0003 alpha:0.02702 +2026-02-11 09:05:31 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:413.00 total_reward_ma:205.30 loss:-5.661 fps:191.3 +frame:7.00e+05 wall_t:3659 t:43750 epi:nan +opt_step:87250 lr:0.0003 alpha:0.02791 +2026-02-11 09:06:23 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:427.35 total_reward_ma:208.43 loss:-5.811 fps:191.3 +frame:7.10e+05 wall_t:3711 t:44375 epi:nan +opt_step:88500 lr:0.0003 alpha:0.02841 +2026-02-11 09:07:15 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:457.60 total_reward_ma:211.89 loss:-5.917 fps:191.4 +frame:7.20e+05 wall_t:3762 t:45000 epi:nan +opt_step:89750 lr:0.0003 alpha:0.02886 +2026-02-11 09:08:07 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:476.55 total_reward_ma:215.51 loss:-6.172 fps:191.4 +frame:7.30e+05 wall_t:3814 t:45625 epi:nan +opt_step:91000 lr:0.0003 alpha:0.02947 +2026-02-11 09:08:58 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:480.30 total_reward_ma:219.09 loss:-6.321 fps:191.4 +frame:7.40e+05 wall_t:3866 t:46250 epi:nan +opt_step:92250 lr:0.0003 alpha:0.03044 +2026-02-11 09:09:49 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:482.30 total_reward_ma:222.60 loss:-6.552 fps:191.5 +frame:7.50e+05 wall_t:3917 t:46875 epi:nan +opt_step:93500 lr:0.0003 alpha:0.0308 +2026-02-11 09:10:41 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:491.00 total_reward_ma:226.13 loss:-6.717 fps:191.5 +frame:7.60e+05 wall_t:3968 t:47500 epi:nan +opt_step:94750 lr:0.0003 alpha:0.03127 +2026-02-11 09:11:32 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:503.05 total_reward_ma:229.73 loss:-7.001 fps:191.5 +frame:7.70e+05 wall_t:4020 t:48125 epi:nan +opt_step:96000 lr:0.0003 alpha:0.03169 +2026-02-11 09:12:23 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:516.45 total_reward_ma:233.40 loss:-6.897 fps:191.6 +frame:7.80e+05 wall_t:4071 t:48750 epi:nan +opt_step:97250 lr:0.0003 alpha:0.03221 +2026-02-11 09:13:14 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:533.80 total_reward_ma:237.21 loss:-7.5 fps:191.7 +frame:7.90e+05 wall_t:4122 t:49375 epi:nan +opt_step:98500 lr:0.0003 alpha:0.03304 +2026-02-11 09:14:05 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:531.20 total_reward_ma:240.88 loss:-7.43 fps:191.7 +frame:8.00e+05 wall_t:4173 t:50000 epi:nan +opt_step:99750 lr:0.0003 alpha:0.03308 +2026-02-11 09:14:57 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:529.10 total_reward_ma:244.44 loss:-7.427 fps:191.8 +frame:8.10e+05 wall_t:4224 t:50625 epi:nan +opt_step:101000 lr:0.0003 alpha:0.03357 +2026-02-11 09:15:48 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:541.55 total_reward_ma:248.06 loss:-7.665 fps:191.8 +frame:8.20e+05 wall_t:4275 t:51250 epi:nan +opt_step:102250 lr:0.0003 alpha:0.0338 +2026-02-11 09:16:40 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:547.05 total_reward_ma:251.66 loss:-7.763 fps:191.8 +frame:8.30e+05 wall_t:4327 t:51875 epi:nan +opt_step:103500 lr:0.0003 alpha:0.03423 +2026-02-11 09:17:32 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:549.75 total_reward_ma:255.21 loss:-7.811 fps:191.8 +frame:8.40e+05 wall_t:4379 t:52500 epi:nan +opt_step:104750 lr:0.0003 alpha:0.03478 +2026-02-11 09:18:23 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:562.70 total_reward_ma:258.83 loss:-8.105 fps:191.9 +frame:8.50e+05 wall_t:4430 t:53125 epi:nan +opt_step:106000 lr:0.0003 alpha:0.03503 +2026-02-11 09:19:14 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:547.80 total_reward_ma:262.19 loss:-8.301 fps:191.9 +frame:8.60e+05 wall_t:4482 t:53750 epi:nan +opt_step:107250 lr:0.0003 alpha:0.03522 +2026-02-11 09:20:06 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:543.05 total_reward_ma:265.42 loss:-8.358 fps:191.9 +frame:8.70e+05 wall_t:4533 t:54375 epi:nan +opt_step:108500 lr:0.0003 alpha:0.03624 +2026-02-11 09:20:57 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:536.15 total_reward_ma:268.50 loss:-8.66 fps:192 +frame:8.80e+05 wall_t:4584 t:55000 epi:nan +opt_step:109750 lr:0.0003 alpha:0.03651 +2026-02-11 09:21:49 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:533.75 total_reward_ma:271.48 loss:-8.767 fps:191.9 +frame:8.90e+05 wall_t:4637 t:55625 epi:nan +opt_step:111000 lr:0.0003 alpha:0.0372 +2026-02-11 09:22:40 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:527.90 total_reward_ma:274.32 loss:-8.835 fps:192 +frame:9.00e+05 wall_t:4688 t:56250 epi:nan +opt_step:112250 lr:0.0003 alpha:0.03746 +2026-02-11 09:23:32 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:532.85 total_reward_ma:277.17 loss:-9.139 fps:192 +frame:9.10e+05 wall_t:4740 t:56875 epi:nan +opt_step:113500 lr:0.0003 alpha:0.03761 +2026-02-11 09:24:24 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:531.65 total_reward_ma:279.93 loss:-9.312 fps:192 +frame:9.20e+05 wall_t:4791 t:57500 epi:nan +opt_step:114750 lr:0.0003 alpha:0.03768 +2026-02-11 09:25:15 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:525.00 total_reward_ma:282.57 loss:-9.344 fps:192 +frame:9.30e+05 wall_t:4843 t:58125 epi:nan +opt_step:116000 lr:0.0003 alpha:0.03774 +2026-02-11 09:26:07 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:521.85 total_reward_ma:285.11 loss:-9.215 fps:192.1 +frame:9.40e+05 wall_t:4894 t:58750 epi:nan +opt_step:117250 lr:0.0003 alpha:0.03824 +2026-02-11 09:26:58 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:530.60 total_reward_ma:287.70 loss:-9.194 fps:192.1 +frame:9.50e+05 wall_t:4946 t:59375 epi:nan +opt_step:118500 lr:0.0003 alpha:0.03899 +2026-02-11 09:27:50 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:546.00 total_reward_ma:290.39 loss:-9.325 fps:192.1 +frame:9.60e+05 wall_t:4997 t:60000 epi:nan +opt_step:119750 lr:0.0003 alpha:0.03824 +2026-02-11 09:28:41 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:547.75 total_reward_ma:293.04 loss:-9.612 fps:192.1 +frame:9.70e+05 wall_t:5049 t:60625 epi:nan +opt_step:121000 lr:0.0003 alpha:0.03795 +2026-02-11 09:29:34 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:558.70 total_reward_ma:295.75 loss:-9.957 fps:192.1 +frame:9.80e+05 wall_t:5101 t:61250 epi:nan +opt_step:122250 lr:0.0003 alpha:0.03835 +2026-02-11 09:30:25 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:569.55 total_reward_ma:298.52 loss:-9.558 fps:192.1 +frame:9.90e+05 wall_t:5153 t:61875 epi:nan +opt_step:123500 lr:0.0003 alpha:0.03769 +2026-02-11 09:31:18 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:566.30 total_reward_ma:301.19 loss:-9.807 fps:192.1 +frame:1.00e+06 wall_t:5205 t:62500 epi:nan +opt_step:124750 lr:0.0003 alpha:0.03839 +2026-02-11 09:32:09 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:568.50 total_reward_ma:306.08 loss:-9.706 fps:192.2 +frame:1.01e+06 wall_t:5256 t:63125 epi:nan +opt_step:126000 lr:0.0003 alpha:0.03845 +2026-02-11 09:33:01 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:568.25 total_reward_ma:310.55 loss:-10.07 fps:192.1 +frame:1.02e+06 wall_t:5309 t:63750 epi:nan +opt_step:127250 lr:0.0003 alpha:0.03787 +2026-02-11 09:33:53 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:555.90 total_reward_ma:314.72 loss:-10.11 fps:192.1 +frame:1.03e+06 wall_t:5361 t:64375 epi:nan +opt_step:128500 lr:0.0003 alpha:0.03869 +2026-02-11 09:34:44 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:566.65 total_reward_ma:318.96 loss:-10.19 fps:192.2 +frame:1.04e+06 wall_t:5411 t:65000 epi:nan +opt_step:129750 lr:0.0003 alpha:0.03824 +2026-02-11 09:35:36 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:566.85 total_reward_ma:323.22 loss:-10.25 fps:192.2 +frame:1.05e+06 wall_t:5463 t:65625 epi:nan +opt_step:131000 lr:0.0003 alpha:0.03846 +2026-02-11 09:36:28 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:563.40 total_reward_ma:327.34 loss:-10.07 fps:192.2 +frame:1.06e+06 wall_t:5515 t:66250 epi:nan +opt_step:132250 lr:0.0003 alpha:0.03813 +2026-02-11 09:37:20 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:555.45 total_reward_ma:331.36 loss:-10.5 fps:192.2 +frame:1.07e+06 wall_t:5567 t:66875 epi:nan +opt_step:133500 lr:0.0003 alpha:0.0387 +2026-02-11 09:38:11 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:549.15 total_reward_ma:335.36 loss:-10.53 fps:192.2 +frame:1.08e+06 wall_t:5618 t:67500 epi:nan +opt_step:134750 lr:0.0003 alpha:0.03899 +2026-02-11 09:39:03 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:561.30 total_reward_ma:339.47 loss:-10.46 fps:192.2 +frame:1.09e+06 wall_t:5670 t:68125 epi:nan +opt_step:136000 lr:0.0003 alpha:0.03926 +2026-02-11 09:39:55 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:571.85 total_reward_ma:343.63 loss:-10.39 fps:192.2 +frame:1.10e+06 wall_t:5723 t:68750 epi:nan +opt_step:137250 lr:0.0003 alpha:0.03823 +2026-02-11 09:40:47 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:576.80 total_reward_ma:347.81 loss:-10.73 fps:192.2 +frame:1.11e+06 wall_t:5774 t:69375 epi:nan +opt_step:138500 lr:0.0003 alpha:0.03907 +2026-02-11 09:41:38 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:584.70 total_reward_ma:352.09 loss:-10.4 fps:192.3 +frame:1.12e+06 wall_t:5825 t:70000 epi:nan +opt_step:139750 lr:0.0003 alpha:0.03937 +2026-02-11 09:42:30 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:591.40 total_reward_ma:356.47 loss:-10.78 fps:192.3 +frame:1.13e+06 wall_t:5877 t:70625 epi:nan +opt_step:141000 lr:0.0003 alpha:0.03938 +2026-02-11 09:43:22 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:588.10 total_reward_ma:360.76 loss:-10.7 fps:192.3 +frame:1.14e+06 wall_t:5929 t:71250 epi:nan +opt_step:142250 lr:0.0003 alpha:0.03851 +2026-02-11 09:44:14 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:586.70 total_reward_ma:364.93 loss:-10.73 fps:192.2 +frame:1.15e+06 wall_t:5982 t:71875 epi:nan +opt_step:143500 lr:0.0003 alpha:0.03889 +2026-02-11 09:45:06 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:576.00 total_reward_ma:368.89 loss:-10.75 fps:192.3 +frame:1.16e+06 wall_t:6033 t:72500 epi:nan +opt_step:144750 lr:0.0003 alpha:0.0394 +2026-02-11 09:45:57 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:585.50 total_reward_ma:372.88 loss:-10.47 fps:192.3 +frame:1.17e+06 wall_t:6084 t:73125 epi:nan +opt_step:146000 lr:0.0003 alpha:0.03903 +2026-02-11 09:46:48 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:580.50 total_reward_ma:376.80 loss:-10.48 fps:192.3 +frame:1.18e+06 wall_t:6136 t:73750 epi:nan +opt_step:147250 lr:0.0003 alpha:0.03881 +2026-02-11 09:47:40 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:571.05 total_reward_ma:380.54 loss:-10.8 fps:192.3 +frame:1.19e+06 wall_t:6188 t:74375 epi:nan +opt_step:148500 lr:0.0003 alpha:0.03812 +2026-02-11 09:48:32 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:568.15 total_reward_ma:384.13 loss:-10.84 fps:192.3 +frame:1.20e+06 wall_t:6239 t:75000 epi:nan +opt_step:149750 lr:0.0003 alpha:0.03797 +2026-02-11 09:49:23 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:559.60 total_reward_ma:387.63 loss:-10.94 fps:192.3 +frame:1.21e+06 wall_t:6291 t:75625 epi:nan +opt_step:151000 lr:0.0003 alpha:0.03757 +2026-02-11 09:50:15 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:566.45 total_reward_ma:391.11 loss:-10.67 fps:192.3 +frame:1.22e+06 wall_t:6343 t:76250 epi:nan +opt_step:152250 lr:0.0003 alpha:0.03768 +2026-02-11 09:51:06 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:563.65 total_reward_ma:394.50 loss:-10.71 fps:192.4 +frame:1.23e+06 wall_t:6393 t:76875 epi:nan +opt_step:153500 lr:0.0003 alpha:0.03743 +2026-02-11 09:51:58 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:565.85 total_reward_ma:397.82 loss:-10.31 fps:192.4 +frame:1.24e+06 wall_t:6445 t:77500 epi:nan +opt_step:154750 lr:0.0003 alpha:0.03745 +2026-02-11 09:52:50 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:569.40 total_reward_ma:401.19 loss:-10.91 fps:192.4 +frame:1.25e+06 wall_t:6498 t:78125 epi:nan +opt_step:156000 lr:0.0003 alpha:0.03774 +2026-02-11 09:53:42 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:569.35 total_reward_ma:404.50 loss:-11.14 fps:192.4 +frame:1.26e+06 wall_t:6550 t:78750 epi:nan +opt_step:157250 lr:0.0003 alpha:0.03715 +2026-02-11 09:54:34 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:570.60 total_reward_ma:407.96 loss:-10.83 fps:192.4 +frame:1.27e+06 wall_t:6602 t:79375 epi:nan +opt_step:158500 lr:0.0003 alpha:0.03683 +2026-02-11 09:55:26 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:571.30 total_reward_ma:411.44 loss:-10.97 fps:192.4 +frame:1.28e+06 wall_t:6654 t:80000 epi:nan +opt_step:159750 lr:0.0003 alpha:0.03665 +2026-02-11 09:56:21 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:568.30 total_reward_ma:414.98 loss:-10.76 fps:192.3 +frame:1.29e+06 wall_t:6708 t:80625 epi:nan +opt_step:161000 lr:0.0003 alpha:0.03654 +2026-02-11 09:57:16 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:567.25 total_reward_ma:418.46 loss:-10.89 fps:192.2 +frame:1.30e+06 wall_t:6763 t:81250 epi:nan +opt_step:162250 lr:0.0003 alpha:0.03549 +2026-02-11 09:58:10 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:582.15 total_reward_ma:422.06 loss:-10.7 fps:192.2 +frame:1.31e+06 wall_t:6817 t:81875 epi:nan +opt_step:163500 lr:0.0003 alpha:0.03523 +2026-02-11 09:59:05 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:569.85 total_reward_ma:425.54 loss:-10.79 fps:192.1 +frame:1.32e+06 wall_t:6872 t:82500 epi:nan +opt_step:164750 lr:0.0003 alpha:0.03545 +2026-02-11 09:59:59 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:558.65 total_reward_ma:428.95 loss:-10.84 fps:192 +frame:1.33e+06 wall_t:6927 t:83125 epi:nan +opt_step:166000 lr:0.0003 alpha:0.03574 +2026-02-11 10:00:54 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:572.10 total_reward_ma:432.49 loss:-11.12 fps:191.9 +frame:1.34e+06 wall_t:6981 t:83750 epi:nan +opt_step:167250 lr:0.0003 alpha:0.03566 +2026-02-11 10:01:48 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:577.90 total_reward_ma:436.07 loss:-10.59 fps:191.9 +frame:1.35e+06 wall_t:7035 t:84375 epi:nan +opt_step:168500 lr:0.0003 alpha:0.03478 +2026-02-11 10:02:42 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:581.35 total_reward_ma:439.72 loss:-10.93 fps:191.8 +frame:1.36e+06 wall_t:7090 t:85000 epi:nan +opt_step:169750 lr:0.0003 alpha:0.03499 +2026-02-11 10:03:37 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:570.85 total_reward_ma:443.32 loss:-10.83 fps:191.8 +frame:1.37e+06 wall_t:7144 t:85625 epi:nan +opt_step:171000 lr:0.0003 alpha:0.03443 +2026-02-11 10:04:31 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:570.95 total_reward_ma:446.95 loss:-10.72 fps:191.7 +frame:1.38e+06 wall_t:7199 t:86250 epi:nan +opt_step:172250 lr:0.0003 alpha:0.03421 +2026-02-11 10:05:26 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:572.05 total_reward_ma:450.54 loss:-10.46 fps:191.6 +frame:1.39e+06 wall_t:7253 t:86875 epi:nan +opt_step:173500 lr:0.0003 alpha:0.03444 +2026-02-11 10:06:20 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:569.95 total_reward_ma:454.08 loss:-10.68 fps:191.6 +frame:1.40e+06 wall_t:7308 t:87500 epi:nan +opt_step:174750 lr:0.0003 alpha:0.03368 +2026-02-11 10:07:15 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:560.65 total_reward_ma:457.53 loss:-10.89 fps:191.5 +frame:1.41e+06 wall_t:7362 t:88125 epi:nan +opt_step:176000 lr:0.0003 alpha:0.03363 +2026-02-11 10:08:09 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:561.25 total_reward_ma:461.04 loss:-10.78 fps:191.5 +frame:1.42e+06 wall_t:7416 t:88750 epi:nan +opt_step:177250 lr:0.0003 alpha:0.03342 +2026-02-11 10:09:03 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:557.20 total_reward_ma:464.52 loss:-10.61 fps:191.4 +frame:1.43e+06 wall_t:7470 t:89375 epi:nan +opt_step:178500 lr:0.0003 alpha:0.03328 +2026-02-11 10:09:57 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:559.05 total_reward_ma:468.01 loss:-10.75 fps:191.4 +frame:1.44e+06 wall_t:7525 t:90000 epi:nan +opt_step:179750 lr:0.0003 alpha:0.03256 +2026-02-11 10:10:51 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:549.50 total_reward_ma:471.53 loss:-10.61 fps:191.3 +frame:1.45e+06 wall_t:7579 t:90625 epi:nan +opt_step:181000 lr:0.0003 alpha:0.03302 +2026-02-11 10:11:47 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:568.40 total_reward_ma:475.44 loss:-10.58 fps:191.2 +frame:1.46e+06 wall_t:7634 t:91250 epi:nan +opt_step:182250 lr:0.0003 alpha:0.03371 +2026-02-11 10:12:41 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:568.15 total_reward_ma:479.73 loss:-10.15 fps:191.2 +frame:1.47e+06 wall_t:7689 t:91875 epi:nan +opt_step:183500 lr:0.0003 alpha:0.03312 +2026-02-11 10:13:36 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:561.90 total_reward_ma:484.10 loss:-10.45 fps:191.1 +frame:1.48e+06 wall_t:7743 t:92500 epi:nan +opt_step:184750 lr:0.0003 alpha:0.03249 +2026-02-11 10:14:30 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:563.10 total_reward_ma:488.54 loss:-10.75 fps:191.1 +frame:1.49e+06 wall_t:7798 t:93125 epi:nan +opt_step:186000 lr:0.0003 alpha:0.03234 +2026-02-11 10:15:25 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:571.25 total_reward_ma:493.11 loss:-10.54 fps:191 +frame:1.50e+06 wall_t:7853 t:93750 epi:nan +opt_step:187250 lr:0.0003 alpha:0.03272 +2026-02-11 10:16:20 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:578.95 total_reward_ma:497.62 loss:-10.27 fps:191 +frame:1.51e+06 wall_t:7907 t:94375 epi:nan +opt_step:188500 lr:0.0003 alpha:0.03275 +2026-02-11 10:17:14 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:571.30 total_reward_ma:501.87 loss:-10.39 fps:190.9 +frame:1.52e+06 wall_t:7961 t:95000 epi:nan +opt_step:189750 lr:0.0003 alpha:0.03267 +2026-02-11 10:18:09 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:551.80 total_reward_ma:505.85 loss:-10.61 fps:190.9 +frame:1.53e+06 wall_t:8016 t:95625 epi:nan +opt_step:191000 lr:0.0003 alpha:0.03275 +2026-02-11 10:19:03 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:551.70 total_reward_ma:509.77 loss:-10.09 fps:190.8 +frame:1.54e+06 wall_t:8071 t:96250 epi:nan +opt_step:192250 lr:0.0003 alpha:0.03264 +2026-02-11 10:19:58 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:553.15 total_reward_ma:513.56 loss:-10.17 fps:190.7 +frame:1.55e+06 wall_t:8126 t:96875 epi:nan +opt_step:193500 lr:0.0003 alpha:0.03263 +2026-02-11 10:20:53 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:548.65 total_reward_ma:517.25 loss:-10.32 fps:190.7 +frame:1.56e+06 wall_t:8181 t:97500 epi:nan +opt_step:194750 lr:0.0003 alpha:0.0322 +2026-02-11 10:21:47 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:549.80 total_reward_ma:520.80 loss:-9.971 fps:190.6 +frame:1.57e+06 wall_t:8235 t:98125 epi:nan +opt_step:196000 lr:0.0003 alpha:0.03224 +2026-02-11 10:22:41 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:557.20 total_reward_ma:524.27 loss:-10.11 fps:190.6 +frame:1.58e+06 wall_t:8289 t:98750 epi:nan +opt_step:197250 lr:0.0003 alpha:0.03222 +2026-02-11 10:23:35 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:551.80 total_reward_ma:527.56 loss:-10.33 fps:190.6 +frame:1.59e+06 wall_t:8343 t:99375 epi:nan +opt_step:198500 lr:0.0003 alpha:0.03208 +2026-02-11 10:24:30 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:538.30 total_reward_ma:530.59 loss:-10.14 fps:190.5 +frame:1.60e+06 wall_t:8397 t:100000 epi:nan +opt_step:199750 lr:0.0003 alpha:0.03204 +2026-02-11 10:25:24 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:559.35 total_reward_ma:533.66 loss:-10.03 fps:190.5 +frame:1.61e+06 wall_t:8451 t:100625 epi:nan +opt_step:201000 lr:0.0003 alpha:0.03219 +2026-02-11 10:26:18 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:562.25 total_reward_ma:536.53 loss:-10 fps:190.5 +frame:1.62e+06 wall_t:8506 t:101250 epi:nan +opt_step:202250 lr:0.0003 alpha:0.03242 +2026-02-11 10:27:13 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:560.20 total_reward_ma:539.32 loss:-10.09 fps:190.4 +frame:1.63e+06 wall_t:8561 t:101875 epi:nan +opt_step:203500 lr:0.0003 alpha:0.03144 +2026-02-11 10:28:08 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:565.35 total_reward_ma:541.94 loss:-9.932 fps:190.4 +frame:1.64e+06 wall_t:8615 t:102500 epi:nan +opt_step:204750 lr:0.0003 alpha:0.03123 +2026-02-11 10:29:02 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:568.50 total_reward_ma:544.50 loss:-10.02 fps:190.3 +frame:1.65e+06 wall_t:8670 t:103125 epi:nan +opt_step:206000 lr:0.0003 alpha:0.03136 +2026-02-11 10:29:56 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:576.80 total_reward_ma:546.93 loss:-9.743 fps:190.3 +frame:1.66e+06 wall_t:8724 t:103750 epi:nan +opt_step:207250 lr:0.0003 alpha:0.03161 +2026-02-11 10:30:51 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:580.45 total_reward_ma:549.14 loss:-10.05 fps:190.2 +frame:1.67e+06 wall_t:8778 t:104375 epi:nan +opt_step:208500 lr:0.0003 alpha:0.03116 +2026-02-11 10:31:45 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:576.65 total_reward_ma:551.17 loss:-9.82 fps:190.2 +frame:1.68e+06 wall_t:8832 t:105000 epi:nan +opt_step:209750 lr:0.0003 alpha:0.03096 +2026-02-11 10:32:40 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:588.00 total_reward_ma:553.06 loss:-9.855 fps:190.2 +frame:1.69e+06 wall_t:8887 t:105625 epi:nan +opt_step:211000 lr:0.0003 alpha:0.03048 +2026-02-11 10:33:34 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:596.65 total_reward_ma:554.90 loss:-9.862 fps:190.1 +frame:1.70e+06 wall_t:8942 t:106250 epi:nan +opt_step:212250 lr:0.0003 alpha:0.03046 +2026-02-11 10:34:29 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:592.25 total_reward_ma:556.55 loss:-9.757 fps:190.1 +frame:1.71e+06 wall_t:8996 t:106875 epi:nan +opt_step:213500 lr:0.0003 alpha:0.03044 +2026-02-11 10:35:23 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:598.60 total_reward_ma:557.96 loss:-9.832 fps:190 +frame:1.72e+06 wall_t:9051 t:107500 epi:nan +opt_step:214750 lr:0.0003 alpha:0.03025 +2026-02-11 10:36:17 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:601.80 total_reward_ma:559.21 loss:-9.563 fps:190 +frame:1.73e+06 wall_t:9105 t:108125 epi:nan +opt_step:216000 lr:0.0003 alpha:0.03045 +2026-02-11 10:37:12 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:602.50 total_reward_ma:560.43 loss:-9.679 fps:190 +frame:1.74e+06 wall_t:9159 t:108750 epi:nan +opt_step:217250 lr:0.0003 alpha:0.03016 +2026-02-11 10:38:05 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:604.60 total_reward_ma:561.65 loss:-9.588 fps:189.9 +frame:1.75e+06 wall_t:9213 t:109375 epi:nan +opt_step:218500 lr:0.0003 alpha:0.02983 +2026-02-11 10:39:00 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:600.85 total_reward_ma:562.75 loss:-9.603 fps:189.9 +frame:1.76e+06 wall_t:9267 t:110000 epi:nan +opt_step:219750 lr:0.0003 alpha:0.03009 +2026-02-11 10:39:54 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:588.40 total_reward_ma:563.61 loss:-9.779 fps:189.9 +frame:1.77e+06 wall_t:9322 t:110625 epi:nan +opt_step:221000 lr:0.0003 alpha:0.02958 +2026-02-11 10:40:48 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:596.40 total_reward_ma:564.41 loss:-9.673 fps:189.8 +frame:1.78e+06 wall_t:9376 t:111250 epi:nan +opt_step:222250 lr:0.0003 alpha:0.02906 +2026-02-11 10:41:43 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:590.20 total_reward_ma:564.97 loss:-9.172 fps:189.8 +frame:1.79e+06 wall_t:9430 t:111875 epi:nan +opt_step:223500 lr:0.0003 alpha:0.0291 +2026-02-11 10:42:37 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:589.55 total_reward_ma:565.55 loss:-9.286 fps:189.8 +frame:1.80e+06 wall_t:9485 t:112500 epi:nan +opt_step:224750 lr:0.0003 alpha:0.02925 +2026-02-11 10:43:32 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:596.35 total_reward_ma:566.22 loss:-9.398 fps:189.7 +frame:1.81e+06 wall_t:9539 t:113125 epi:nan +opt_step:226000 lr:0.0003 alpha:0.02906 +2026-02-11 10:44:26 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:588.55 total_reward_ma:566.70 loss:-9.497 fps:189.7 +frame:1.82e+06 wall_t:9594 t:113750 epi:nan +opt_step:227250 lr:0.0003 alpha:0.02892 +2026-02-11 10:45:21 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:589.70 total_reward_ma:567.12 loss:-9.177 fps:189.7 +frame:1.83e+06 wall_t:9649 t:114375 epi:nan +opt_step:228500 lr:0.0003 alpha:0.02975 +2026-02-11 10:46:16 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:593.70 total_reward_ma:567.56 loss:-9.062 fps:189.6 +frame:1.84e+06 wall_t:9703 t:115000 epi:nan +opt_step:229750 lr:0.0003 alpha:0.02963 +2026-02-11 10:47:11 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:582.50 total_reward_ma:567.76 loss:-9.4 fps:189.6 +frame:1.85e+06 wall_t:9758 t:115625 epi:nan +opt_step:231000 lr:0.0003 alpha:0.02916 +2026-02-11 10:48:06 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:577.90 total_reward_ma:568.06 loss:-9.278 fps:189.5 +frame:1.86e+06 wall_t:9813 t:116250 epi:nan +opt_step:232250 lr:0.0003 alpha:0.02888 +2026-02-11 10:49:00 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:563.20 total_reward_ma:568.26 loss:-9.543 fps:189.5 +frame:1.87e+06 wall_t:9868 t:116875 epi:nan +opt_step:233500 lr:0.0003 alpha:0.02832 +2026-02-11 10:49:55 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:554.75 total_reward_ma:568.45 loss:-9.305 fps:189.5 +frame:1.88e+06 wall_t:9922 t:117500 epi:nan +opt_step:234750 lr:0.0003 alpha:0.02859 +2026-02-11 10:50:49 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:552.65 total_reward_ma:568.64 loss:-9.105 fps:189.4 +frame:1.89e+06 wall_t:9977 t:118125 epi:nan +opt_step:236000 lr:0.0003 alpha:0.02806 +2026-02-11 10:51:43 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:549.60 total_reward_ma:568.85 loss:-9.525 fps:189.4 +frame:1.90e+06 wall_t:10031 t:118750 epi:nan +opt_step:237250 lr:0.0003 alpha:0.02809 +2026-02-11 10:52:38 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:553.55 total_reward_ma:569.06 loss:-9.209 fps:189.4 +frame:1.91e+06 wall_t:10085 t:119375 epi:nan +opt_step:238500 lr:0.0003 alpha:0.02822 +2026-02-11 10:53:32 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:556.10 total_reward_ma:569.31 loss:-9.174 fps:189.4 +frame:1.92e+06 wall_t:10139 t:120000 epi:nan +opt_step:239750 lr:0.0003 alpha:0.02872 +2026-02-11 10:54:26 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:544.95 total_reward_ma:569.50 loss:-9.054 fps:189.3 +frame:1.93e+06 wall_t:10193 t:120625 epi:nan +opt_step:241000 lr:0.0003 alpha:0.02856 +2026-02-11 10:55:20 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:555.10 total_reward_ma:569.84 loss:-9.079 fps:189.3 +frame:1.94e+06 wall_t:10248 t:121250 epi:nan +opt_step:242250 lr:0.0003 alpha:0.02801 +2026-02-11 10:56:15 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:555.55 total_reward_ma:570.09 loss:-9.07 fps:189.3 +frame:1.95e+06 wall_t:10302 t:121875 epi:nan +opt_step:243500 lr:0.0003 alpha:0.02851 +2026-02-11 10:57:09 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:560.55 total_reward_ma:570.23 loss:-9.008 fps:189.2 +frame:1.96e+06 wall_t:10357 t:122500 epi:nan +opt_step:244750 lr:0.0003 alpha:0.02802 +2026-02-11 10:58:04 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:556.25 total_reward_ma:570.32 loss:-9.279 fps:189.2 +frame:1.97e+06 wall_t:10411 t:123125 epi:nan +opt_step:246000 lr:0.0003 alpha:0.02805 +2026-02-11 10:58:58 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:545.35 total_reward_ma:570.18 loss:-8.92 fps:189.2 +frame:1.98e+06 wall_t:10465 t:123750 epi:nan +opt_step:247250 lr:0.0003 alpha:0.02726 +2026-02-11 10:59:48 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:549.45 total_reward_ma:569.98 loss:-8.705 fps:189.3 +frame:1.99e+06 wall_t:10515 t:124375 epi:nan +opt_step:248500 lr:0.0003 alpha:0.02749 +2026-02-11 11:00:27 | INFO | PID:1358 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_spaceinvaders_t0_s0 [train] +total_reward:548.60 total_reward_ma:569.81 loss:-8.729 fps:189.5 +frame:2.00e+06 wall_t:10554 t:125000 epi:nan +opt_step:249750 lr:0.0003 alpha:0.02755 +2026-02-11 11:00:27 | INFO | PID:1358 | slm_lab.lib.logger:info | Session 0 done diff --git a/data/sac_atari_spaceinvaders_2026_02_11_080424/log/sac_atari_spaceinvaders_t0_s1.log b/data/sac_atari_spaceinvaders_2026_02_11_080424/log/sac_atari_spaceinvaders_t0_s1.log new file mode 100644 index 0000000000000000000000000000000000000000..a72328136967a3197ece4befb1acc3a21e5f6e7f --- /dev/null +++ b/data/sac_atari_spaceinvaders_2026_02_11_080424/log/sac_atari_spaceinvaders_t0_s1.log @@ -0,0 +1,802 @@ +2026-02-11 08:04:30 | INFO | PID:1359 | slm_lab.env:_make_vector_env | AtariVectorEnv: 16 envs, native preprocessing +2026-02-11 08:05:59 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:111.36 total_reward_ma:111.36 loss:-8.622 fps:114.9 +frame:1.00e+04 wall_t:87 t:625 epi:nan +opt_step:1000 lr:0.0003 alpha:0.7543 +2026-02-11 08:06:50 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:165.17 total_reward_ma:138.27 loss:-14.2 fps:144.9 +frame:2.00e+04 wall_t:138 t:1250 epi:nan +opt_step:2250 lr:0.0003 alpha:0.5502 +2026-02-11 08:07:42 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:161.67 total_reward_ma:146.07 loss:-17.53 fps:158.7 +frame:3.00e+04 wall_t:189 t:1875 epi:nan +opt_step:3500 lr:0.0003 alpha:0.41 +2026-02-11 08:08:34 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:156.42 total_reward_ma:148.66 loss:-20.1 fps:165.3 +frame:4.00e+04 wall_t:242 t:2500 epi:nan +opt_step:4750 lr:0.0003 alpha:0.3088 +2026-02-11 08:09:26 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:158.99 total_reward_ma:150.72 loss:-21.69 fps:170.6 +frame:5.00e+04 wall_t:293 t:3125 epi:nan +opt_step:6000 lr:0.0003 alpha:0.2337 +2026-02-11 08:10:17 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:162.95 total_reward_ma:152.76 loss:-22.16 fps:174.4 +frame:6.00e+04 wall_t:344 t:3750 epi:nan +opt_step:7250 lr:0.0003 alpha:0.1774 +2026-02-11 08:11:08 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:156.95 total_reward_ma:153.36 loss:-22.36 fps:177.2 +frame:7.00e+04 wall_t:395 t:4375 epi:nan +opt_step:8500 lr:0.0003 alpha:0.1349 +2026-02-11 08:12:00 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:154.15 total_reward_ma:153.46 loss:-22.63 fps:179 +frame:8.00e+04 wall_t:447 t:5000 epi:nan +opt_step:9750 lr:0.0003 alpha:0.1027 +2026-02-11 08:12:52 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:156.00 total_reward_ma:153.74 loss:-21.82 fps:180.4 +frame:9.00e+04 wall_t:499 t:5625 epi:nan +opt_step:11000 lr:0.0003 alpha:0.07832 +2026-02-11 08:13:44 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:159.60 total_reward_ma:154.33 loss:-21.55 fps:181.2 +frame:1.00e+05 wall_t:552 t:6250 epi:nan +opt_step:12250 lr:0.0003 alpha:0.05981 +2026-02-11 08:14:36 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:156.60 total_reward_ma:154.53 loss:-20.87 fps:182.4 +frame:1.10e+05 wall_t:603 t:6875 epi:nan +opt_step:13500 lr:0.0003 alpha:0.04576 +2026-02-11 08:15:28 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:151.05 total_reward_ma:154.24 loss:-20.09 fps:182.9 +frame:1.20e+05 wall_t:656 t:7500 epi:nan +opt_step:14750 lr:0.0003 alpha:0.03511 +2026-02-11 08:16:19 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:167.05 total_reward_ma:155.23 loss:-19.09 fps:183.9 +frame:1.30e+05 wall_t:707 t:8125 epi:nan +opt_step:16000 lr:0.0003 alpha:0.0271 +2026-02-11 08:17:11 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:165.80 total_reward_ma:155.98 loss:-18.17 fps:184.7 +frame:1.40e+05 wall_t:758 t:8750 epi:nan +opt_step:17250 lr:0.0003 alpha:0.02102 +2026-02-11 08:18:02 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:166.55 total_reward_ma:156.69 loss:-17.76 fps:185.2 +frame:1.50e+05 wall_t:810 t:9375 epi:nan +opt_step:18500 lr:0.0003 alpha:0.01643 +2026-02-11 08:18:54 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:171.85 total_reward_ma:157.63 loss:-16.82 fps:185.6 +frame:1.60e+05 wall_t:862 t:10000 epi:nan +opt_step:19750 lr:0.0003 alpha:0.013 +2026-02-11 08:19:46 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:175.25 total_reward_ma:158.67 loss:-15.96 fps:186.2 +frame:1.70e+05 wall_t:913 t:10625 epi:nan +opt_step:21000 lr:0.0003 alpha:0.01038 +2026-02-11 08:20:38 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:177.65 total_reward_ma:159.73 loss:-14.93 fps:186.3 +frame:1.80e+05 wall_t:966 t:11250 epi:nan +opt_step:22250 lr:0.0003 alpha:0.008309 +2026-02-11 08:21:30 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:169.10 total_reward_ma:160.22 loss:-14.28 fps:186.6 +frame:1.90e+05 wall_t:1018 t:11875 epi:nan +opt_step:23500 lr:0.0003 alpha:0.007061 +2026-02-11 08:22:22 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:178.70 total_reward_ma:161.14 loss:-13.77 fps:186.9 +frame:2.00e+05 wall_t:1070 t:12500 epi:nan +opt_step:24750 lr:0.0003 alpha:0.006738 +2026-02-11 08:23:13 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:175.80 total_reward_ma:161.84 loss:-12.93 fps:187.3 +frame:2.10e+05 wall_t:1121 t:13125 epi:nan +opt_step:26000 lr:0.0003 alpha:0.006738 +2026-02-11 08:24:04 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:171.05 total_reward_ma:162.26 loss:-12.48 fps:187.7 +frame:2.20e+05 wall_t:1172 t:13750 epi:nan +opt_step:27250 lr:0.0003 alpha:0.006738 +2026-02-11 08:24:56 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:172.70 total_reward_ma:162.71 loss:-11.66 fps:187.9 +frame:2.30e+05 wall_t:1224 t:14375 epi:nan +opt_step:28500 lr:0.0003 alpha:0.006738 +2026-02-11 08:25:47 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:178.85 total_reward_ma:163.39 loss:-11.31 fps:188.2 +frame:2.40e+05 wall_t:1275 t:15000 epi:nan +opt_step:29750 lr:0.0003 alpha:0.006738 +2026-02-11 08:26:39 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:186.95 total_reward_ma:164.33 loss:-10.87 fps:188.5 +frame:2.50e+05 wall_t:1326 t:15625 epi:nan +opt_step:31000 lr:0.0003 alpha:0.006738 +2026-02-11 08:27:30 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:184.75 total_reward_ma:165.11 loss:-10.09 fps:188.7 +frame:2.60e+05 wall_t:1378 t:16250 epi:nan +opt_step:32250 lr:0.0003 alpha:0.006782 +2026-02-11 08:28:21 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:185.25 total_reward_ma:165.86 loss:-9.766 fps:188.9 +frame:2.70e+05 wall_t:1429 t:16875 epi:nan +opt_step:33500 lr:0.0003 alpha:0.006738 +2026-02-11 08:29:12 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:187.65 total_reward_ma:166.64 loss:-9.253 fps:189.2 +frame:2.80e+05 wall_t:1480 t:17500 epi:nan +opt_step:34750 lr:0.0003 alpha:0.006738 +2026-02-11 08:30:04 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:190.85 total_reward_ma:167.47 loss:-8.711 fps:189.4 +frame:2.90e+05 wall_t:1531 t:18125 epi:nan +opt_step:36000 lr:0.0003 alpha:0.006793 +2026-02-11 08:30:55 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:200.55 total_reward_ma:168.58 loss:-8.362 fps:189.5 +frame:3.00e+05 wall_t:1583 t:18750 epi:nan +opt_step:37250 lr:0.0003 alpha:0.006738 +2026-02-11 08:31:47 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:198.95 total_reward_ma:169.56 loss:-7.907 fps:189.7 +frame:3.10e+05 wall_t:1634 t:19375 epi:nan +opt_step:38500 lr:0.0003 alpha:0.006738 +2026-02-11 08:32:37 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:195.35 total_reward_ma:170.36 loss:-7.761 fps:189.9 +frame:3.20e+05 wall_t:1685 t:20000 epi:nan +opt_step:39750 lr:0.0003 alpha:0.006738 +2026-02-11 08:33:29 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:201.45 total_reward_ma:171.30 loss:-7.481 fps:190 +frame:3.30e+05 wall_t:1737 t:20625 epi:nan +opt_step:41000 lr:0.0003 alpha:0.006738 +2026-02-11 08:34:21 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:209.40 total_reward_ma:172.42 loss:-6.99 fps:190.1 +frame:3.40e+05 wall_t:1789 t:21250 epi:nan +opt_step:42250 lr:0.0003 alpha:0.006738 +2026-02-11 08:35:12 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:202.05 total_reward_ma:173.27 loss:-6.869 fps:190.2 +frame:3.50e+05 wall_t:1840 t:21875 epi:nan +opt_step:43500 lr:0.0003 alpha:0.006738 +2026-02-11 08:36:04 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:197.45 total_reward_ma:173.94 loss:-6.388 fps:190.3 +frame:3.60e+05 wall_t:1892 t:22500 epi:nan +opt_step:44750 lr:0.0003 alpha:0.006738 +2026-02-11 08:36:55 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:187.80 total_reward_ma:174.32 loss:-6.216 fps:190.4 +frame:3.70e+05 wall_t:1943 t:23125 epi:nan +opt_step:46000 lr:0.0003 alpha:0.006738 +2026-02-11 08:37:47 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:193.70 total_reward_ma:174.83 loss:-5.926 fps:190.6 +frame:3.80e+05 wall_t:1994 t:23750 epi:nan +opt_step:47250 lr:0.0003 alpha:0.006738 +2026-02-11 08:38:38 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:195.20 total_reward_ma:175.35 loss:-5.52 fps:190.7 +frame:3.90e+05 wall_t:2045 t:24375 epi:nan +opt_step:48500 lr:0.0003 alpha:0.006738 +2026-02-11 08:39:29 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:194.70 total_reward_ma:175.83 loss:-5.52 fps:190.7 +frame:4.00e+05 wall_t:2097 t:25000 epi:nan +opt_step:49750 lr:0.0003 alpha:0.007658 +2026-02-11 08:40:21 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:200.70 total_reward_ma:176.44 loss:-5.374 fps:190.8 +frame:4.10e+05 wall_t:2149 t:25625 epi:nan +opt_step:51000 lr:0.0003 alpha:0.008332 +2026-02-11 08:41:13 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:197.10 total_reward_ma:176.93 loss:-5.199 fps:190.9 +frame:4.20e+05 wall_t:2200 t:26250 epi:nan +opt_step:52250 lr:0.0003 alpha:0.009727 +2026-02-11 08:42:04 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:185.50 total_reward_ma:177.13 loss:-5.118 fps:190.9 +frame:4.30e+05 wall_t:2252 t:26875 epi:nan +opt_step:53500 lr:0.0003 alpha:0.01018 +2026-02-11 08:42:56 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:167.85 total_reward_ma:176.92 loss:-4.989 fps:191.1 +frame:4.40e+05 wall_t:2303 t:27500 epi:nan +opt_step:54750 lr:0.0003 alpha:0.01055 +2026-02-11 08:43:47 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:154.75 total_reward_ma:176.43 loss:-4.911 fps:191.1 +frame:4.50e+05 wall_t:2355 t:28125 epi:nan +opt_step:56000 lr:0.0003 alpha:0.01017 +2026-02-11 08:44:38 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:144.65 total_reward_ma:175.74 loss:-4.727 fps:191.2 +frame:4.60e+05 wall_t:2406 t:28750 epi:nan +opt_step:57250 lr:0.0003 alpha:0.009968 +2026-02-11 08:45:30 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:147.80 total_reward_ma:175.14 loss:-4.618 fps:191.3 +frame:4.70e+05 wall_t:2457 t:29375 epi:nan +opt_step:58500 lr:0.0003 alpha:0.009359 +2026-02-11 08:46:20 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:152.45 total_reward_ma:174.67 loss:-4.467 fps:191.4 +frame:4.80e+05 wall_t:2508 t:30000 epi:nan +opt_step:59750 lr:0.0003 alpha:0.01011 +2026-02-11 08:47:12 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:161.15 total_reward_ma:174.39 loss:-4.288 fps:191.4 +frame:4.90e+05 wall_t:2560 t:30625 epi:nan +opt_step:61000 lr:0.0003 alpha:0.01108 +2026-02-11 08:48:04 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:180.55 total_reward_ma:174.52 loss:-4.316 fps:191.4 +frame:5.00e+05 wall_t:2612 t:31250 epi:nan +opt_step:62250 lr:0.0003 alpha:0.01199 +2026-02-11 08:48:55 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:192.35 total_reward_ma:174.87 loss:-4.275 fps:191.5 +frame:5.10e+05 wall_t:2663 t:31875 epi:nan +opt_step:63500 lr:0.0003 alpha:0.01228 +2026-02-11 08:49:46 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:203.15 total_reward_ma:175.41 loss:-4.06 fps:191.6 +frame:5.20e+05 wall_t:2714 t:32500 epi:nan +opt_step:64750 lr:0.0003 alpha:0.01441 +2026-02-11 08:50:38 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:208.80 total_reward_ma:176.04 loss:-4.422 fps:191.7 +frame:5.30e+05 wall_t:2765 t:33125 epi:nan +opt_step:66000 lr:0.0003 alpha:0.01543 +2026-02-11 08:51:29 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:202.30 total_reward_ma:176.53 loss:-4.014 fps:191.8 +frame:5.40e+05 wall_t:2816 t:33750 epi:nan +opt_step:67250 lr:0.0003 alpha:0.01694 +2026-02-11 08:52:20 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:229.35 total_reward_ma:177.49 loss:-3.871 fps:191.8 +frame:5.50e+05 wall_t:2868 t:34375 epi:nan +opt_step:68500 lr:0.0003 alpha:0.01795 +2026-02-11 08:53:11 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:226.75 total_reward_ma:178.37 loss:-4.07 fps:191.8 +frame:5.60e+05 wall_t:2919 t:35000 epi:nan +opt_step:69750 lr:0.0003 alpha:0.01894 +2026-02-11 08:54:03 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:257.40 total_reward_ma:179.75 loss:-3.947 fps:191.9 +frame:5.70e+05 wall_t:2971 t:35625 epi:nan +opt_step:71000 lr:0.0003 alpha:0.02101 +2026-02-11 08:54:55 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:276.75 total_reward_ma:181.43 loss:-4.318 fps:191.9 +frame:5.80e+05 wall_t:3023 t:36250 epi:nan +opt_step:72250 lr:0.0003 alpha:0.02206 +2026-02-11 08:55:46 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:294.90 total_reward_ma:183.35 loss:-4.2 fps:191.9 +frame:5.90e+05 wall_t:3074 t:36875 epi:nan +opt_step:73500 lr:0.0003 alpha:0.02224 +2026-02-11 08:56:37 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:328.75 total_reward_ma:185.77 loss:-4.445 fps:192 +frame:6.00e+05 wall_t:3125 t:37500 epi:nan +opt_step:74750 lr:0.0003 alpha:0.02267 +2026-02-11 08:57:29 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:348.75 total_reward_ma:188.44 loss:-4.411 fps:192.1 +frame:6.10e+05 wall_t:3176 t:38125 epi:nan +opt_step:76000 lr:0.0003 alpha:0.02245 +2026-02-11 08:58:19 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:359.60 total_reward_ma:191.20 loss:-4.47 fps:192.1 +frame:6.20e+05 wall_t:3227 t:38750 epi:nan +opt_step:77250 lr:0.0003 alpha:0.02319 +2026-02-11 08:59:11 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:368.25 total_reward_ma:194.01 loss:-4.703 fps:192.2 +frame:6.30e+05 wall_t:3278 t:39375 epi:nan +opt_step:78500 lr:0.0003 alpha:0.02374 +2026-02-11 09:00:03 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:397.90 total_reward_ma:197.20 loss:-5.051 fps:192.1 +frame:6.40e+05 wall_t:3331 t:40000 epi:nan +opt_step:79750 lr:0.0003 alpha:0.02357 +2026-02-11 09:00:55 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:396.75 total_reward_ma:200.27 loss:-5.272 fps:192.2 +frame:6.50e+05 wall_t:3382 t:40625 epi:nan +opt_step:81000 lr:0.0003 alpha:0.02426 +2026-02-11 09:01:46 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:398.50 total_reward_ma:203.27 loss:-5.348 fps:192.3 +frame:6.60e+05 wall_t:3433 t:41250 epi:nan +opt_step:82250 lr:0.0003 alpha:0.02456 +2026-02-11 09:02:37 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:400.00 total_reward_ma:206.21 loss:-5.4 fps:192.3 +frame:6.70e+05 wall_t:3485 t:41875 epi:nan +opt_step:83500 lr:0.0003 alpha:0.02475 +2026-02-11 09:03:28 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:403.15 total_reward_ma:209.11 loss:-5.533 fps:192.3 +frame:6.80e+05 wall_t:3536 t:42500 epi:nan +opt_step:84750 lr:0.0003 alpha:0.02538 +2026-02-11 09:04:19 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:413.55 total_reward_ma:212.07 loss:-6.014 fps:192.4 +frame:6.90e+05 wall_t:3587 t:43125 epi:nan +opt_step:86000 lr:0.0003 alpha:0.02531 +2026-02-11 09:05:10 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:419.75 total_reward_ma:215.04 loss:-5.916 fps:192.4 +frame:7.00e+05 wall_t:3638 t:43750 epi:nan +opt_step:87250 lr:0.0003 alpha:0.02619 +2026-02-11 09:06:01 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:409.95 total_reward_ma:217.78 loss:-6.112 fps:192.5 +frame:7.10e+05 wall_t:3689 t:44375 epi:nan +opt_step:88500 lr:0.0003 alpha:0.02606 +2026-02-11 09:06:53 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:417.00 total_reward_ma:220.55 loss:-6.322 fps:192.5 +frame:7.20e+05 wall_t:3741 t:45000 epi:nan +opt_step:89750 lr:0.0003 alpha:0.02773 +2026-02-11 09:07:44 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:430.25 total_reward_ma:223.42 loss:-6.294 fps:192.5 +frame:7.30e+05 wall_t:3792 t:45625 epi:nan +opt_step:91000 lr:0.0003 alpha:0.02726 +2026-02-11 09:08:35 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:441.15 total_reward_ma:226.36 loss:-6.463 fps:192.6 +frame:7.40e+05 wall_t:3842 t:46250 epi:nan +opt_step:92250 lr:0.0003 alpha:0.02908 +2026-02-11 09:09:26 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:448.80 total_reward_ma:229.33 loss:-6.975 fps:192.6 +frame:7.50e+05 wall_t:3894 t:46875 epi:nan +opt_step:93500 lr:0.0003 alpha:0.02968 +2026-02-11 09:10:18 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:463.30 total_reward_ma:232.41 loss:-6.728 fps:192.6 +frame:7.60e+05 wall_t:3945 t:47500 epi:nan +opt_step:94750 lr:0.0003 alpha:0.02982 +2026-02-11 09:11:09 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:480.20 total_reward_ma:235.63 loss:-6.954 fps:192.7 +frame:7.70e+05 wall_t:3996 t:48125 epi:nan +opt_step:96000 lr:0.0003 alpha:0.03069 +2026-02-11 09:12:00 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:492.85 total_reward_ma:238.92 loss:-7.226 fps:192.7 +frame:7.80e+05 wall_t:4048 t:48750 epi:nan +opt_step:97250 lr:0.0003 alpha:0.03102 +2026-02-11 09:12:51 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:499.00 total_reward_ma:242.22 loss:-7.589 fps:192.8 +frame:7.90e+05 wall_t:4098 t:49375 epi:nan +opt_step:98500 lr:0.0003 alpha:0.03158 +2026-02-11 09:13:41 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:511.60 total_reward_ma:245.58 loss:-7.54 fps:192.8 +frame:8.00e+05 wall_t:4149 t:50000 epi:nan +opt_step:99750 lr:0.0003 alpha:0.03277 +2026-02-11 09:14:32 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:507.30 total_reward_ma:248.81 loss:-7.738 fps:192.9 +frame:8.10e+05 wall_t:4200 t:50625 epi:nan +opt_step:101000 lr:0.0003 alpha:0.03306 +2026-02-11 09:15:23 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:515.95 total_reward_ma:252.07 loss:-7.644 fps:192.9 +frame:8.20e+05 wall_t:4251 t:51250 epi:nan +opt_step:102250 lr:0.0003 alpha:0.03281 +2026-02-11 09:16:14 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:522.45 total_reward_ma:255.33 loss:-8.025 fps:192.9 +frame:8.30e+05 wall_t:4302 t:51875 epi:nan +opt_step:103500 lr:0.0003 alpha:0.03413 +2026-02-11 09:17:05 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:529.60 total_reward_ma:258.59 loss:-8.267 fps:193 +frame:8.40e+05 wall_t:4353 t:52500 epi:nan +opt_step:104750 lr:0.0003 alpha:0.03517 +2026-02-11 09:17:57 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:535.60 total_reward_ma:261.85 loss:-8.361 fps:193 +frame:8.50e+05 wall_t:4404 t:53125 epi:nan +opt_step:106000 lr:0.0003 alpha:0.03516 +2026-02-11 09:18:48 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:528.05 total_reward_ma:264.95 loss:-8.312 fps:193 +frame:8.60e+05 wall_t:4455 t:53750 epi:nan +opt_step:107250 lr:0.0003 alpha:0.03596 +2026-02-11 09:19:39 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:519.05 total_reward_ma:267.87 loss:-8.633 fps:193.1 +frame:8.70e+05 wall_t:4506 t:54375 epi:nan +opt_step:108500 lr:0.0003 alpha:0.03596 +2026-02-11 09:20:30 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:531.10 total_reward_ma:270.86 loss:-8.8 fps:193.1 +frame:8.80e+05 wall_t:4558 t:55000 epi:nan +opt_step:109750 lr:0.0003 alpha:0.03682 +2026-02-11 09:21:21 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:529.95 total_reward_ma:273.77 loss:-8.842 fps:193.1 +frame:8.90e+05 wall_t:4609 t:55625 epi:nan +opt_step:111000 lr:0.0003 alpha:0.03717 +2026-02-11 09:22:12 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:527.05 total_reward_ma:276.59 loss:-8.801 fps:193.2 +frame:9.00e+05 wall_t:4659 t:56250 epi:nan +opt_step:112250 lr:0.0003 alpha:0.03707 +2026-02-11 09:23:03 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:522.40 total_reward_ma:279.29 loss:-8.892 fps:193.2 +frame:9.10e+05 wall_t:4710 t:56875 epi:nan +opt_step:113500 lr:0.0003 alpha:0.03757 +2026-02-11 09:23:54 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:520.20 total_reward_ma:281.91 loss:-9.364 fps:193.2 +frame:9.20e+05 wall_t:4762 t:57500 epi:nan +opt_step:114750 lr:0.0003 alpha:0.03745 +2026-02-11 09:24:45 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:517.75 total_reward_ma:284.44 loss:-9.059 fps:193.3 +frame:9.30e+05 wall_t:4812 t:58125 epi:nan +opt_step:116000 lr:0.0003 alpha:0.03831 +2026-02-11 09:25:36 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:524.20 total_reward_ma:286.99 loss:-9.401 fps:193.3 +frame:9.40e+05 wall_t:4863 t:58750 epi:nan +opt_step:117250 lr:0.0003 alpha:0.03841 +2026-02-11 09:26:28 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:529.70 total_reward_ma:289.55 loss:-9.309 fps:193.3 +frame:9.50e+05 wall_t:4915 t:59375 epi:nan +opt_step:118500 lr:0.0003 alpha:0.03763 +2026-02-11 09:27:19 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:545.60 total_reward_ma:292.21 loss:-9.659 fps:193.3 +frame:9.60e+05 wall_t:4967 t:60000 epi:nan +opt_step:119750 lr:0.0003 alpha:0.03808 +2026-02-11 09:28:11 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:548.20 total_reward_ma:294.85 loss:-9.753 fps:193.3 +frame:9.70e+05 wall_t:5018 t:60625 epi:nan +opt_step:121000 lr:0.0003 alpha:0.03841 +2026-02-11 09:29:03 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:548.25 total_reward_ma:297.44 loss:-9.827 fps:193.3 +frame:9.80e+05 wall_t:5070 t:61250 epi:nan +opt_step:122250 lr:0.0003 alpha:0.03849 +2026-02-11 09:29:54 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:543.80 total_reward_ma:299.93 loss:-9.963 fps:193.3 +frame:9.90e+05 wall_t:5121 t:61875 epi:nan +opt_step:123500 lr:0.0003 alpha:0.03756 +2026-02-11 09:30:45 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:550.55 total_reward_ma:302.43 loss:-9.815 fps:193.3 +frame:1.00e+06 wall_t:5172 t:62500 epi:nan +opt_step:124750 lr:0.0003 alpha:0.03806 +2026-02-11 09:31:36 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:561.25 total_reward_ma:306.93 loss:-9.836 fps:193.4 +frame:1.01e+06 wall_t:5223 t:63125 epi:nan +opt_step:126000 lr:0.0003 alpha:0.03844 +2026-02-11 09:32:27 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:573.20 total_reward_ma:311.01 loss:-10.25 fps:193.4 +frame:1.02e+06 wall_t:5275 t:63750 epi:nan +opt_step:127250 lr:0.0003 alpha:0.03778 +2026-02-11 09:33:19 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:565.35 total_reward_ma:315.05 loss:-10.37 fps:193.4 +frame:1.03e+06 wall_t:5326 t:64375 epi:nan +opt_step:128500 lr:0.0003 alpha:0.03885 +2026-02-11 09:34:10 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:563.10 total_reward_ma:319.12 loss:-10.35 fps:193.4 +frame:1.04e+06 wall_t:5378 t:65000 epi:nan +opt_step:129750 lr:0.0003 alpha:0.03777 +2026-02-11 09:35:01 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:556.80 total_reward_ma:323.09 loss:-10.18 fps:193.4 +frame:1.05e+06 wall_t:5429 t:65625 epi:nan +opt_step:131000 lr:0.0003 alpha:0.03898 +2026-02-11 09:35:53 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:565.35 total_reward_ma:327.12 loss:-10.37 fps:193.4 +frame:1.06e+06 wall_t:5481 t:66250 epi:nan +opt_step:132250 lr:0.0003 alpha:0.03779 +2026-02-11 09:36:45 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:568.65 total_reward_ma:331.24 loss:-10.31 fps:193.4 +frame:1.07e+06 wall_t:5532 t:66875 epi:nan +opt_step:133500 lr:0.0003 alpha:0.03835 +2026-02-11 09:37:36 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:566.95 total_reward_ma:335.36 loss:-10.33 fps:193.4 +frame:1.08e+06 wall_t:5583 t:67500 epi:nan +opt_step:134750 lr:0.0003 alpha:0.03821 +2026-02-11 09:38:27 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:584.75 total_reward_ma:339.65 loss:-10.54 fps:193.4 +frame:1.09e+06 wall_t:5635 t:68125 epi:nan +opt_step:136000 lr:0.0003 alpha:0.03801 +2026-02-11 09:39:19 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:581.90 total_reward_ma:343.87 loss:-10.36 fps:193.5 +frame:1.10e+06 wall_t:5686 t:68750 epi:nan +opt_step:137250 lr:0.0003 alpha:0.03742 +2026-02-11 09:40:10 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:562.30 total_reward_ma:347.93 loss:-10.63 fps:193.4 +frame:1.11e+06 wall_t:5738 t:69375 epi:nan +opt_step:138500 lr:0.0003 alpha:0.03776 +2026-02-11 09:41:01 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:563.45 total_reward_ma:352.05 loss:-10.47 fps:193.5 +frame:1.12e+06 wall_t:5788 t:70000 epi:nan +opt_step:139750 lr:0.0003 alpha:0.0373 +2026-02-11 09:41:52 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:560.35 total_reward_ma:355.99 loss:-10.51 fps:193.5 +frame:1.13e+06 wall_t:5839 t:70625 epi:nan +opt_step:141000 lr:0.0003 alpha:0.03741 +2026-02-11 09:42:43 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:563.20 total_reward_ma:359.96 loss:-10.58 fps:193.5 +frame:1.14e+06 wall_t:5891 t:71250 epi:nan +opt_step:142250 lr:0.0003 alpha:0.03654 +2026-02-11 09:43:34 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:555.15 total_reward_ma:363.85 loss:-10.84 fps:193.5 +frame:1.15e+06 wall_t:5942 t:71875 epi:nan +opt_step:143500 lr:0.0003 alpha:0.03667 +2026-02-11 09:44:26 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:559.50 total_reward_ma:367.72 loss:-10.62 fps:193.5 +frame:1.16e+06 wall_t:5994 t:72500 epi:nan +opt_step:144750 lr:0.0003 alpha:0.03728 +2026-02-11 09:45:17 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:547.75 total_reward_ma:371.45 loss:-10.86 fps:193.6 +frame:1.17e+06 wall_t:6044 t:73125 epi:nan +opt_step:146000 lr:0.0003 alpha:0.03742 +2026-02-11 09:46:07 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:550.35 total_reward_ma:375.18 loss:-10.62 fps:193.6 +frame:1.18e+06 wall_t:6095 t:73750 epi:nan +opt_step:147250 lr:0.0003 alpha:0.03731 +2026-02-11 09:46:58 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:546.45 total_reward_ma:378.95 loss:-10.64 fps:193.6 +frame:1.19e+06 wall_t:6146 t:74375 epi:nan +opt_step:148500 lr:0.0003 alpha:0.03724 +2026-02-11 09:47:50 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:561.60 total_reward_ma:382.78 loss:-10.58 fps:193.6 +frame:1.20e+06 wall_t:6197 t:75000 epi:nan +opt_step:149750 lr:0.0003 alpha:0.03724 +2026-02-11 09:48:41 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:548.20 total_reward_ma:386.50 loss:-10.92 fps:193.6 +frame:1.21e+06 wall_t:6249 t:75625 epi:nan +opt_step:151000 lr:0.0003 alpha:0.03654 +2026-02-11 09:49:33 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:547.90 total_reward_ma:390.27 loss:-10.94 fps:193.7 +frame:1.22e+06 wall_t:6300 t:76250 epi:nan +opt_step:152250 lr:0.0003 alpha:0.03633 +2026-02-11 09:50:24 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:546.50 total_reward_ma:394.01 loss:-10.96 fps:193.6 +frame:1.23e+06 wall_t:6352 t:76875 epi:nan +opt_step:153500 lr:0.0003 alpha:0.03665 +2026-02-11 09:51:16 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:542.75 total_reward_ma:397.65 loss:-10.78 fps:193.7 +frame:1.24e+06 wall_t:6403 t:77500 epi:nan +opt_step:154750 lr:0.0003 alpha:0.03658 +2026-02-11 09:52:07 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:540.50 total_reward_ma:401.18 loss:-10.88 fps:193.6 +frame:1.25e+06 wall_t:6455 t:78125 epi:nan +opt_step:156000 lr:0.0003 alpha:0.03653 +2026-02-11 09:52:59 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:550.95 total_reward_ma:404.85 loss:-10.85 fps:193.7 +frame:1.26e+06 wall_t:6506 t:78750 epi:nan +opt_step:157250 lr:0.0003 alpha:0.03646 +2026-02-11 09:53:50 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:551.25 total_reward_ma:408.51 loss:-10.77 fps:193.7 +frame:1.27e+06 wall_t:6557 t:79375 epi:nan +opt_step:158500 lr:0.0003 alpha:0.03694 +2026-02-11 09:54:41 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:551.25 total_reward_ma:412.14 loss:-11.06 fps:193.7 +frame:1.28e+06 wall_t:6609 t:80000 epi:nan +opt_step:159750 lr:0.0003 alpha:0.0359 +2026-02-11 09:55:34 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:537.65 total_reward_ma:415.61 loss:-10.61 fps:193.6 +frame:1.29e+06 wall_t:6662 t:80625 epi:nan +opt_step:161000 lr:0.0003 alpha:0.03619 +2026-02-11 09:56:28 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:550.95 total_reward_ma:419.11 loss:-10.72 fps:193.6 +frame:1.30e+06 wall_t:6715 t:81250 epi:nan +opt_step:162250 lr:0.0003 alpha:0.03572 +2026-02-11 09:57:21 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:561.45 total_reward_ma:422.74 loss:-10.77 fps:193.5 +frame:1.31e+06 wall_t:6769 t:81875 epi:nan +opt_step:163500 lr:0.0003 alpha:0.03612 +2026-02-11 09:58:15 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:576.40 total_reward_ma:426.55 loss:-10.92 fps:193.5 +frame:1.32e+06 wall_t:6822 t:82500 epi:nan +opt_step:164750 lr:0.0003 alpha:0.03556 +2026-02-11 09:59:09 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:575.65 total_reward_ma:430.29 loss:-10.82 fps:193.4 +frame:1.33e+06 wall_t:6877 t:83125 epi:nan +opt_step:166000 lr:0.0003 alpha:0.03457 +2026-02-11 10:00:04 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:594.10 total_reward_ma:434.14 loss:-10.74 fps:193.3 +frame:1.34e+06 wall_t:6931 t:83750 epi:nan +opt_step:167250 lr:0.0003 alpha:0.03514 +2026-02-11 10:00:58 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:593.10 total_reward_ma:438.05 loss:-10.55 fps:193.3 +frame:1.35e+06 wall_t:6985 t:84375 epi:nan +opt_step:168500 lr:0.0003 alpha:0.03464 +2026-02-11 10:01:52 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:592.20 total_reward_ma:442.00 loss:-10.52 fps:193.2 +frame:1.36e+06 wall_t:7040 t:85000 epi:nan +opt_step:169750 lr:0.0003 alpha:0.03439 +2026-02-11 10:02:46 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:590.50 total_reward_ma:446.02 loss:-10.56 fps:193.1 +frame:1.37e+06 wall_t:7094 t:85625 epi:nan +opt_step:171000 lr:0.0003 alpha:0.03441 +2026-02-11 10:03:41 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:594.40 total_reward_ma:450.03 loss:-10.66 fps:193.1 +frame:1.38e+06 wall_t:7148 t:86250 epi:nan +opt_step:172250 lr:0.0003 alpha:0.03397 +2026-02-11 10:04:34 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:612.95 total_reward_ma:454.21 loss:-10.65 fps:193 +frame:1.39e+06 wall_t:7202 t:86875 epi:nan +opt_step:173500 lr:0.0003 alpha:0.03436 +2026-02-11 10:05:29 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:600.00 total_reward_ma:458.26 loss:-10.68 fps:192.9 +frame:1.40e+06 wall_t:7256 t:87500 epi:nan +opt_step:174750 lr:0.0003 alpha:0.03392 +2026-02-11 10:06:23 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:590.85 total_reward_ma:462.16 loss:-10.58 fps:192.9 +frame:1.41e+06 wall_t:7310 t:88125 epi:nan +opt_step:176000 lr:0.0003 alpha:0.03373 +2026-02-11 10:07:17 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:594.85 total_reward_ma:466.14 loss:-10.33 fps:192.8 +frame:1.42e+06 wall_t:7364 t:88750 epi:nan +opt_step:177250 lr:0.0003 alpha:0.03416 +2026-02-11 10:08:10 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:574.80 total_reward_ma:470.03 loss:-10.58 fps:192.8 +frame:1.43e+06 wall_t:7418 t:89375 epi:nan +opt_step:178500 lr:0.0003 alpha:0.03316 +2026-02-11 10:09:04 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:584.85 total_reward_ma:474.20 loss:-10.61 fps:192.7 +frame:1.44e+06 wall_t:7472 t:90000 epi:nan +opt_step:179750 lr:0.0003 alpha:0.03328 +2026-02-11 10:09:59 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:582.70 total_reward_ma:478.48 loss:-10.19 fps:192.7 +frame:1.45e+06 wall_t:7526 t:90625 epi:nan +opt_step:181000 lr:0.0003 alpha:0.03369 +2026-02-11 10:10:53 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:583.65 total_reward_ma:482.87 loss:-10.18 fps:192.6 +frame:1.46e+06 wall_t:7580 t:91250 epi:nan +opt_step:182250 lr:0.0003 alpha:0.03296 +2026-02-11 10:11:47 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:581.45 total_reward_ma:487.21 loss:-10.49 fps:192.5 +frame:1.47e+06 wall_t:7635 t:91875 epi:nan +opt_step:183500 lr:0.0003 alpha:0.03267 +2026-02-11 10:12:42 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:575.40 total_reward_ma:491.44 loss:-10.72 fps:192.5 +frame:1.48e+06 wall_t:7689 t:92500 epi:nan +opt_step:184750 lr:0.0003 alpha:0.03232 +2026-02-11 10:13:36 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:575.65 total_reward_ma:495.58 loss:-10.57 fps:192.4 +frame:1.49e+06 wall_t:7744 t:93125 epi:nan +opt_step:186000 lr:0.0003 alpha:0.03244 +2026-02-11 10:14:31 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:565.90 total_reward_ma:499.44 loss:-10.07 fps:192.3 +frame:1.50e+06 wall_t:7799 t:93750 epi:nan +opt_step:187250 lr:0.0003 alpha:0.03253 +2026-02-11 10:15:25 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:567.80 total_reward_ma:503.19 loss:-10.42 fps:192.3 +frame:1.51e+06 wall_t:7853 t:94375 epi:nan +opt_step:188500 lr:0.0003 alpha:0.03214 +2026-02-11 10:16:19 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:577.85 total_reward_ma:506.94 loss:-10.15 fps:192.2 +frame:1.52e+06 wall_t:7907 t:95000 epi:nan +opt_step:189750 lr:0.0003 alpha:0.03166 +2026-02-11 10:17:14 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:575.20 total_reward_ma:510.60 loss:-10.02 fps:192.2 +frame:1.53e+06 wall_t:7961 t:95625 epi:nan +opt_step:191000 lr:0.0003 alpha:0.0322 +2026-02-11 10:18:08 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:572.90 total_reward_ma:514.31 loss:-9.673 fps:192.1 +frame:1.54e+06 wall_t:8015 t:96250 epi:nan +opt_step:192250 lr:0.0003 alpha:0.03191 +2026-02-11 10:19:02 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:585.20 total_reward_ma:517.87 loss:-10.01 fps:192.1 +frame:1.55e+06 wall_t:8070 t:96875 epi:nan +opt_step:193500 lr:0.0003 alpha:0.03163 +2026-02-11 10:19:56 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:582.60 total_reward_ma:521.43 loss:-10 fps:192 +frame:1.56e+06 wall_t:8124 t:97500 epi:nan +opt_step:194750 lr:0.0003 alpha:0.03119 +2026-02-11 10:20:51 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:600.40 total_reward_ma:524.86 loss:-10.14 fps:192 +frame:1.57e+06 wall_t:8178 t:98125 epi:nan +opt_step:196000 lr:0.0003 alpha:0.03158 +2026-02-11 10:21:45 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:604.40 total_reward_ma:528.13 loss:-10.26 fps:191.9 +frame:1.58e+06 wall_t:8232 t:98750 epi:nan +opt_step:197250 lr:0.0003 alpha:0.03122 +2026-02-11 10:22:39 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:614.35 total_reward_ma:531.33 loss:-10.03 fps:191.9 +frame:1.59e+06 wall_t:8287 t:99375 epi:nan +opt_step:198500 lr:0.0003 alpha:0.03142 +2026-02-11 10:23:33 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:618.95 total_reward_ma:534.23 loss:-9.893 fps:191.8 +frame:1.60e+06 wall_t:8341 t:100000 epi:nan +opt_step:199750 lr:0.0003 alpha:0.03102 +2026-02-11 10:24:28 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:628.00 total_reward_ma:537.02 loss:-10.18 fps:191.8 +frame:1.61e+06 wall_t:8395 t:100625 epi:nan +opt_step:201000 lr:0.0003 alpha:0.03084 +2026-02-11 10:25:22 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:626.80 total_reward_ma:539.69 loss:-9.934 fps:191.7 +frame:1.62e+06 wall_t:8450 t:101250 epi:nan +opt_step:202250 lr:0.0003 alpha:0.03083 +2026-02-11 10:26:16 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:609.05 total_reward_ma:542.10 loss:-9.988 fps:191.7 +frame:1.63e+06 wall_t:8504 t:101875 epi:nan +opt_step:203500 lr:0.0003 alpha:0.03108 +2026-02-11 10:27:10 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:609.00 total_reward_ma:544.21 loss:-10.05 fps:191.7 +frame:1.64e+06 wall_t:8557 t:102500 epi:nan +opt_step:204750 lr:0.0003 alpha:0.03148 +2026-02-11 10:28:04 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:606.00 total_reward_ma:546.30 loss:-9.795 fps:191.6 +frame:1.65e+06 wall_t:8612 t:103125 epi:nan +opt_step:206000 lr:0.0003 alpha:0.03108 +2026-02-11 10:28:58 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:619.90 total_reward_ma:548.52 loss:-9.73 fps:191.6 +frame:1.66e+06 wall_t:8666 t:103750 epi:nan +opt_step:207250 lr:0.0003 alpha:0.03093 +2026-02-11 10:29:52 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:602.85 total_reward_ma:550.55 loss:-9.798 fps:191.5 +frame:1.67e+06 wall_t:8720 t:104375 epi:nan +opt_step:208500 lr:0.0003 alpha:0.03066 +2026-02-11 10:30:46 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:598.35 total_reward_ma:552.50 loss:-9.63 fps:191.5 +frame:1.68e+06 wall_t:8773 t:105000 epi:nan +opt_step:209750 lr:0.0003 alpha:0.03041 +2026-02-11 10:31:40 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:587.30 total_reward_ma:554.24 loss:-10.18 fps:191.5 +frame:1.69e+06 wall_t:8827 t:105625 epi:nan +opt_step:211000 lr:0.0003 alpha:0.03065 +2026-02-11 10:32:34 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:583.75 total_reward_ma:555.88 loss:-9.34 fps:191.4 +frame:1.70e+06 wall_t:8881 t:106250 epi:nan +opt_step:212250 lr:0.0003 alpha:0.03077 +2026-02-11 10:33:28 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:577.75 total_reward_ma:557.55 loss:-9.763 fps:191.4 +frame:1.71e+06 wall_t:8936 t:106875 epi:nan +opt_step:213500 lr:0.0003 alpha:0.0304 +2026-02-11 10:34:22 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:585.20 total_reward_ma:559.24 loss:-9.78 fps:191.3 +frame:1.72e+06 wall_t:8990 t:107500 epi:nan +opt_step:214750 lr:0.0003 alpha:0.03032 +2026-02-11 10:35:16 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:592.35 total_reward_ma:560.86 loss:-9.554 fps:191.3 +frame:1.73e+06 wall_t:9043 t:108125 epi:nan +opt_step:216000 lr:0.0003 alpha:0.03026 +2026-02-11 10:36:10 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:583.20 total_reward_ma:562.28 loss:-9.395 fps:191.3 +frame:1.74e+06 wall_t:9098 t:108750 epi:nan +opt_step:217250 lr:0.0003 alpha:0.03003 +2026-02-11 10:37:05 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:578.00 total_reward_ma:563.57 loss:-9.645 fps:191.2 +frame:1.75e+06 wall_t:9152 t:109375 epi:nan +opt_step:218500 lr:0.0003 alpha:0.0297 +2026-02-11 10:37:59 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:564.70 total_reward_ma:564.58 loss:-9.242 fps:191.2 +frame:1.76e+06 wall_t:9206 t:110000 epi:nan +opt_step:219750 lr:0.0003 alpha:0.03 +2026-02-11 10:38:53 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:562.55 total_reward_ma:565.41 loss:-9.448 fps:191.1 +frame:1.77e+06 wall_t:9261 t:110625 epi:nan +opt_step:221000 lr:0.0003 alpha:0.02928 +2026-02-11 10:39:48 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:586.95 total_reward_ma:566.35 loss:-9.66 fps:191.1 +frame:1.78e+06 wall_t:9315 t:111250 epi:nan +opt_step:222250 lr:0.0003 alpha:0.02909 +2026-02-11 10:40:41 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:592.40 total_reward_ma:567.28 loss:-9.449 fps:191.1 +frame:1.79e+06 wall_t:9369 t:111875 epi:nan +opt_step:223500 lr:0.0003 alpha:0.02956 +2026-02-11 10:41:35 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:595.80 total_reward_ma:568.12 loss:-9.472 fps:191 +frame:1.80e+06 wall_t:9423 t:112500 epi:nan +opt_step:224750 lr:0.0003 alpha:0.02942 +2026-02-11 10:42:29 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:591.25 total_reward_ma:568.96 loss:-9.51 fps:191 +frame:1.81e+06 wall_t:9476 t:113125 epi:nan +opt_step:226000 lr:0.0003 alpha:0.02917 +2026-02-11 10:43:23 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:579.50 total_reward_ma:569.60 loss:-9.442 fps:191 +frame:1.82e+06 wall_t:9530 t:113750 epi:nan +opt_step:227250 lr:0.0003 alpha:0.02926 +2026-02-11 10:44:17 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:605.50 total_reward_ma:570.43 loss:-9.422 fps:190.9 +frame:1.83e+06 wall_t:9585 t:114375 epi:nan +opt_step:228500 lr:0.0003 alpha:0.02914 +2026-02-11 10:45:12 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:601.60 total_reward_ma:571.15 loss:-9.394 fps:190.9 +frame:1.84e+06 wall_t:9639 t:115000 epi:nan +opt_step:229750 lr:0.0003 alpha:0.02849 +2026-02-11 10:46:06 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:596.30 total_reward_ma:571.76 loss:-9.534 fps:190.9 +frame:1.85e+06 wall_t:9693 t:115625 epi:nan +opt_step:231000 lr:0.0003 alpha:0.0287 +2026-02-11 10:47:00 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:615.60 total_reward_ma:572.63 loss:-9.428 fps:190.8 +frame:1.86e+06 wall_t:9747 t:116250 epi:nan +opt_step:232250 lr:0.0003 alpha:0.0282 +2026-02-11 10:47:54 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:627.75 total_reward_ma:573.72 loss:-9.257 fps:190.8 +frame:1.87e+06 wall_t:9801 t:116875 epi:nan +opt_step:233500 lr:0.0003 alpha:0.02795 +2026-02-11 10:48:48 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:617.80 total_reward_ma:574.59 loss:-9.444 fps:190.8 +frame:1.88e+06 wall_t:9855 t:117500 epi:nan +opt_step:234750 lr:0.0003 alpha:0.02771 +2026-02-11 10:49:42 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:641.05 total_reward_ma:575.70 loss:-9.284 fps:190.7 +frame:1.89e+06 wall_t:9909 t:118125 epi:nan +opt_step:236000 lr:0.0003 alpha:0.02774 +2026-02-11 10:50:36 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:626.95 total_reward_ma:576.70 loss:-9.259 fps:190.7 +frame:1.90e+06 wall_t:9964 t:118750 epi:nan +opt_step:237250 lr:0.0003 alpha:0.02757 +2026-02-11 10:51:31 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:628.40 total_reward_ma:577.76 loss:-9.228 fps:190.7 +frame:1.91e+06 wall_t:10018 t:119375 epi:nan +opt_step:238500 lr:0.0003 alpha:0.02723 +2026-02-11 10:52:25 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:642.85 total_reward_ma:578.98 loss:-9.126 fps:190.6 +frame:1.92e+06 wall_t:10073 t:120000 epi:nan +opt_step:239750 lr:0.0003 alpha:0.02728 +2026-02-11 10:53:20 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:629.25 total_reward_ma:580.10 loss:-8.978 fps:190.6 +frame:1.93e+06 wall_t:10127 t:120625 epi:nan +opt_step:241000 lr:0.0003 alpha:0.0272 +2026-02-11 10:54:14 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:634.25 total_reward_ma:581.20 loss:-9.209 fps:190.5 +frame:1.94e+06 wall_t:10182 t:121250 epi:nan +opt_step:242250 lr:0.0003 alpha:0.02715 +2026-02-11 10:55:09 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:635.55 total_reward_ma:582.26 loss:-9.167 fps:190.5 +frame:1.95e+06 wall_t:10236 t:121875 epi:nan +opt_step:243500 lr:0.0003 alpha:0.02697 +2026-02-11 10:56:03 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:611.70 total_reward_ma:582.92 loss:-8.696 fps:190.5 +frame:1.96e+06 wall_t:10290 t:122500 epi:nan +opt_step:244750 lr:0.0003 alpha:0.02667 +2026-02-11 10:56:57 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:610.25 total_reward_ma:583.54 loss:-8.989 fps:190.4 +frame:1.97e+06 wall_t:10344 t:123125 epi:nan +opt_step:246000 lr:0.0003 alpha:0.02653 +2026-02-11 10:57:51 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:603.65 total_reward_ma:584.09 loss:-9.015 fps:190.4 +frame:1.98e+06 wall_t:10398 t:123750 epi:nan +opt_step:247250 lr:0.0003 alpha:0.02702 +2026-02-11 10:58:44 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:603.95 total_reward_ma:584.69 loss:-8.822 fps:190.4 +frame:1.99e+06 wall_t:10452 t:124375 epi:nan +opt_step:248500 lr:0.0003 alpha:0.02746 +2026-02-11 10:59:37 | INFO | PID:1359 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_spaceinvaders_t0_s1 [train] +total_reward:621.05 total_reward_ma:585.40 loss:-9.046 fps:190.4 +frame:2.00e+06 wall_t:10505 t:125000 epi:nan +opt_step:249750 lr:0.0003 alpha:0.0272 +2026-02-11 10:59:38 | INFO | PID:1359 | slm_lab.lib.logger:info | Session 1 done diff --git a/data/sac_atari_spaceinvaders_2026_02_11_080424/log/sac_atari_spaceinvaders_t0_s2.log b/data/sac_atari_spaceinvaders_2026_02_11_080424/log/sac_atari_spaceinvaders_t0_s2.log new file mode 100644 index 0000000000000000000000000000000000000000..355a3b4d103e9b596ac490980b2420d64049978b --- /dev/null +++ b/data/sac_atari_spaceinvaders_2026_02_11_080424/log/sac_atari_spaceinvaders_t0_s2.log @@ -0,0 +1,802 @@ +2026-02-11 08:04:30 | INFO | PID:1360 | slm_lab.env:_make_vector_env | AtariVectorEnv: 16 envs, native preprocessing +2026-02-11 08:05:57 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:116.82 total_reward_ma:116.82 loss:-8.794 fps:117.6 +frame:1.00e+04 wall_t:85 t:625 epi:nan +opt_step:1000 lr:0.0003 alpha:0.7543 +2026-02-11 08:06:48 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:142.58 total_reward_ma:129.70 loss:-14.08 fps:147.1 +frame:2.00e+04 wall_t:136 t:1250 epi:nan +opt_step:2250 lr:0.0003 alpha:0.5503 +2026-02-11 08:07:40 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:139.08 total_reward_ma:132.83 loss:-17.57 fps:160.4 +frame:3.00e+04 wall_t:187 t:1875 epi:nan +opt_step:3500 lr:0.0003 alpha:0.41 +2026-02-11 08:08:32 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:143.48 total_reward_ma:135.49 loss:-20.19 fps:167.4 +frame:4.00e+04 wall_t:239 t:2500 epi:nan +opt_step:4750 lr:0.0003 alpha:0.3087 +2026-02-11 08:09:24 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:156.74 total_reward_ma:139.74 loss:-21.82 fps:171.8 +frame:5.00e+04 wall_t:291 t:3125 epi:nan +opt_step:6000 lr:0.0003 alpha:0.2337 +2026-02-11 08:10:15 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:156.15 total_reward_ma:142.48 loss:-22 fps:175.4 +frame:6.00e+04 wall_t:342 t:3750 epi:nan +opt_step:7250 lr:0.0003 alpha:0.1773 +2026-02-11 08:11:06 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:165.75 total_reward_ma:145.80 loss:-22.19 fps:178.1 +frame:7.00e+04 wall_t:393 t:4375 epi:nan +opt_step:8500 lr:0.0003 alpha:0.1348 +2026-02-11 08:11:58 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:155.65 total_reward_ma:147.03 loss:-22.25 fps:179.8 +frame:8.00e+04 wall_t:445 t:5000 epi:nan +opt_step:9750 lr:0.0003 alpha:0.1027 +2026-02-11 08:12:49 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:152.70 total_reward_ma:147.66 loss:-22.16 fps:181.5 +frame:9.00e+04 wall_t:496 t:5625 epi:nan +opt_step:11000 lr:0.0003 alpha:0.07824 +2026-02-11 08:13:41 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:147.55 total_reward_ma:147.65 loss:-21.47 fps:182.5 +frame:1.00e+05 wall_t:548 t:6250 epi:nan +opt_step:12250 lr:0.0003 alpha:0.05972 +2026-02-11 08:14:32 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:150.45 total_reward_ma:147.90 loss:-20.71 fps:183.6 +frame:1.10e+05 wall_t:599 t:6875 epi:nan +opt_step:13500 lr:0.0003 alpha:0.04568 +2026-02-11 08:15:23 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:150.30 total_reward_ma:148.10 loss:-19.91 fps:184.3 +frame:1.20e+05 wall_t:651 t:7500 epi:nan +opt_step:14750 lr:0.0003 alpha:0.03501 +2026-02-11 08:16:15 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:156.60 total_reward_ma:148.76 loss:-19.04 fps:185.2 +frame:1.30e+05 wall_t:702 t:8125 epi:nan +opt_step:16000 lr:0.0003 alpha:0.02693 +2026-02-11 08:17:07 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:156.85 total_reward_ma:149.34 loss:-17.9 fps:185.7 +frame:1.40e+05 wall_t:754 t:8750 epi:nan +opt_step:17250 lr:0.0003 alpha:0.0208 +2026-02-11 08:17:58 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:154.50 total_reward_ma:149.68 loss:-17.01 fps:186.3 +frame:1.50e+05 wall_t:805 t:9375 epi:nan +opt_step:18500 lr:0.0003 alpha:0.01621 +2026-02-11 08:18:49 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:168.70 total_reward_ma:150.87 loss:-16.66 fps:186.7 +frame:1.60e+05 wall_t:857 t:10000 epi:nan +opt_step:19750 lr:0.0003 alpha:0.01276 +2026-02-11 08:19:41 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:162.30 total_reward_ma:151.54 loss:-15.71 fps:187.2 +frame:1.70e+05 wall_t:908 t:10625 epi:nan +opt_step:21000 lr:0.0003 alpha:0.0102 +2026-02-11 08:20:33 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:164.60 total_reward_ma:152.27 loss:-15.28 fps:187.5 +frame:1.80e+05 wall_t:960 t:11250 epi:nan +opt_step:22250 lr:0.0003 alpha:0.008211 +2026-02-11 08:21:24 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:165.65 total_reward_ma:152.97 loss:-14.39 fps:187.7 +frame:1.90e+05 wall_t:1012 t:11875 epi:nan +opt_step:23500 lr:0.0003 alpha:0.006754 +2026-02-11 08:22:16 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:171.25 total_reward_ma:153.89 loss:-13.61 fps:188 +frame:2.00e+05 wall_t:1064 t:12500 epi:nan +opt_step:24750 lr:0.0003 alpha:0.006738 +2026-02-11 08:23:07 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:176.30 total_reward_ma:154.95 loss:-13.13 fps:188.3 +frame:2.10e+05 wall_t:1115 t:13125 epi:nan +opt_step:26000 lr:0.0003 alpha:0.006738 +2026-02-11 08:23:59 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:172.05 total_reward_ma:155.73 loss:-12.3 fps:188.7 +frame:2.20e+05 wall_t:1166 t:13750 epi:nan +opt_step:27250 lr:0.0003 alpha:0.006738 +2026-02-11 08:24:50 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:179.00 total_reward_ma:156.74 loss:-11.87 fps:189 +frame:2.30e+05 wall_t:1217 t:14375 epi:nan +opt_step:28500 lr:0.0003 alpha:0.006738 +2026-02-11 08:25:42 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:187.15 total_reward_ma:158.01 loss:-10.97 fps:189.1 +frame:2.40e+05 wall_t:1269 t:15000 epi:nan +opt_step:29750 lr:0.0003 alpha:0.006738 +2026-02-11 08:26:33 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:192.55 total_reward_ma:159.39 loss:-10.67 fps:189.3 +frame:2.50e+05 wall_t:1321 t:15625 epi:nan +opt_step:31000 lr:0.0003 alpha:0.006738 +2026-02-11 08:27:25 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:204.00 total_reward_ma:161.11 loss:-10.17 fps:189.5 +frame:2.60e+05 wall_t:1372 t:16250 epi:nan +opt_step:32250 lr:0.0003 alpha:0.006738 +2026-02-11 08:28:16 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:210.55 total_reward_ma:162.94 loss:-9.58 fps:189.6 +frame:2.70e+05 wall_t:1424 t:16875 epi:nan +opt_step:33500 lr:0.0003 alpha:0.006738 +2026-02-11 08:29:08 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:209.05 total_reward_ma:164.58 loss:-9.2 fps:189.7 +frame:2.80e+05 wall_t:1476 t:17500 epi:nan +opt_step:34750 lr:0.0003 alpha:0.006738 +2026-02-11 08:30:00 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:207.25 total_reward_ma:166.06 loss:-9.036 fps:189.9 +frame:2.90e+05 wall_t:1527 t:18125 epi:nan +opt_step:36000 lr:0.0003 alpha:0.006753 +2026-02-11 08:30:52 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:210.45 total_reward_ma:167.53 loss:-8.284 fps:190 +frame:3.00e+05 wall_t:1579 t:18750 epi:nan +opt_step:37250 lr:0.0003 alpha:0.00676 +2026-02-11 08:31:43 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:210.00 total_reward_ma:168.90 loss:-8.008 fps:190.1 +frame:3.10e+05 wall_t:1631 t:19375 epi:nan +opt_step:38500 lr:0.0003 alpha:0.006738 +2026-02-11 08:32:35 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:204.00 total_reward_ma:170.00 loss:-7.553 fps:190.2 +frame:3.20e+05 wall_t:1682 t:20000 epi:nan +opt_step:39750 lr:0.0003 alpha:0.006738 +2026-02-11 08:33:26 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:215.35 total_reward_ma:171.38 loss:-7.285 fps:190.3 +frame:3.30e+05 wall_t:1734 t:20625 epi:nan +opt_step:41000 lr:0.0003 alpha:0.006738 +2026-02-11 08:34:18 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:219.90 total_reward_ma:172.80 loss:-7.011 fps:190.5 +frame:3.40e+05 wall_t:1785 t:21250 epi:nan +opt_step:42250 lr:0.0003 alpha:0.006738 +2026-02-11 08:35:09 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:222.20 total_reward_ma:174.21 loss:-6.72 fps:190.5 +frame:3.50e+05 wall_t:1837 t:21875 epi:nan +opt_step:43500 lr:0.0003 alpha:0.006738 +2026-02-11 08:36:01 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:214.70 total_reward_ma:175.34 loss:-6.617 fps:190.6 +frame:3.60e+05 wall_t:1889 t:22500 epi:nan +opt_step:44750 lr:0.0003 alpha:0.006744 +2026-02-11 08:36:54 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:212.25 total_reward_ma:176.34 loss:-6.163 fps:190.6 +frame:3.70e+05 wall_t:1941 t:23125 epi:nan +opt_step:46000 lr:0.0003 alpha:0.006833 +2026-02-11 08:37:45 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:199.15 total_reward_ma:176.94 loss:-5.92 fps:190.7 +frame:3.80e+05 wall_t:1993 t:23750 epi:nan +opt_step:47250 lr:0.0003 alpha:0.00736 +2026-02-11 08:38:37 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:187.80 total_reward_ma:177.22 loss:-5.95 fps:190.8 +frame:3.90e+05 wall_t:2044 t:24375 epi:nan +opt_step:48500 lr:0.0003 alpha:0.009518 +2026-02-11 08:39:29 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:159.30 total_reward_ma:176.77 loss:-5.693 fps:190.8 +frame:4.00e+05 wall_t:2096 t:25000 epi:nan +opt_step:49750 lr:0.0003 alpha:0.01028 +2026-02-11 08:40:20 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:144.20 total_reward_ma:175.97 loss:-5.732 fps:190.9 +frame:4.10e+05 wall_t:2148 t:25625 epi:nan +opt_step:51000 lr:0.0003 alpha:0.009762 +2026-02-11 08:41:11 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:135.40 total_reward_ma:175.01 loss:-5.191 fps:191.1 +frame:4.20e+05 wall_t:2198 t:26250 epi:nan +opt_step:52250 lr:0.0003 alpha:0.008705 +2026-02-11 08:42:02 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:128.80 total_reward_ma:173.93 loss:-5.158 fps:191.2 +frame:4.30e+05 wall_t:2249 t:26875 epi:nan +opt_step:53500 lr:0.0003 alpha:0.008415 +2026-02-11 08:42:53 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:134.10 total_reward_ma:173.03 loss:-4.983 fps:191.3 +frame:4.40e+05 wall_t:2300 t:27500 epi:nan +opt_step:54750 lr:0.0003 alpha:0.009715 +2026-02-11 08:43:44 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:131.40 total_reward_ma:172.10 loss:-4.833 fps:191.4 +frame:4.50e+05 wall_t:2351 t:28125 epi:nan +opt_step:56000 lr:0.0003 alpha:0.00989 +2026-02-11 08:44:35 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:146.85 total_reward_ma:171.55 loss:-4.627 fps:191.5 +frame:4.60e+05 wall_t:2402 t:28750 epi:nan +opt_step:57250 lr:0.0003 alpha:0.01025 +2026-02-11 08:45:26 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:163.15 total_reward_ma:171.37 loss:-4.795 fps:191.6 +frame:4.70e+05 wall_t:2453 t:29375 epi:nan +opt_step:58500 lr:0.0003 alpha:0.0113 +2026-02-11 08:46:16 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:181.65 total_reward_ma:171.59 loss:-4.37 fps:191.8 +frame:4.80e+05 wall_t:2503 t:30000 epi:nan +opt_step:59750 lr:0.0003 alpha:0.01174 +2026-02-11 08:47:07 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:198.30 total_reward_ma:172.13 loss:-4.367 fps:191.8 +frame:4.90e+05 wall_t:2555 t:30625 epi:nan +opt_step:61000 lr:0.0003 alpha:0.01223 +2026-02-11 08:47:59 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:219.10 total_reward_ma:173.07 loss:-4.455 fps:191.8 +frame:5.00e+05 wall_t:2607 t:31250 epi:nan +opt_step:62250 lr:0.0003 alpha:0.01306 +2026-02-11 08:48:51 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:241.25 total_reward_ma:174.41 loss:-4.427 fps:191.9 +frame:5.10e+05 wall_t:2658 t:31875 epi:nan +opt_step:63500 lr:0.0003 alpha:0.01424 +2026-02-11 08:49:41 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:272.05 total_reward_ma:176.29 loss:-4.384 fps:192 +frame:5.20e+05 wall_t:2709 t:32500 epi:nan +opt_step:64750 lr:0.0003 alpha:0.01524 +2026-02-11 08:50:33 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:285.90 total_reward_ma:178.36 loss:-4.446 fps:192 +frame:5.30e+05 wall_t:2760 t:33125 epi:nan +opt_step:66000 lr:0.0003 alpha:0.01609 +2026-02-11 08:51:24 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:291.70 total_reward_ma:180.45 loss:-4.459 fps:192.1 +frame:5.40e+05 wall_t:2811 t:33750 epi:nan +opt_step:67250 lr:0.0003 alpha:0.01719 +2026-02-11 08:52:15 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:293.80 total_reward_ma:182.52 loss:-4.369 fps:192.2 +frame:5.50e+05 wall_t:2862 t:34375 epi:nan +opt_step:68500 lr:0.0003 alpha:0.01734 +2026-02-11 08:53:07 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:298.30 total_reward_ma:184.58 loss:-4.664 fps:192.2 +frame:5.60e+05 wall_t:2914 t:35000 epi:nan +opt_step:69750 lr:0.0003 alpha:0.01929 +2026-02-11 08:53:58 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:311.40 total_reward_ma:186.81 loss:-4.644 fps:192.2 +frame:5.70e+05 wall_t:2965 t:35625 epi:nan +opt_step:71000 lr:0.0003 alpha:0.01978 +2026-02-11 08:54:49 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:321.15 total_reward_ma:189.12 loss:-4.7 fps:192.2 +frame:5.80e+05 wall_t:3017 t:36250 epi:nan +opt_step:72250 lr:0.0003 alpha:0.02099 +2026-02-11 08:55:41 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:325.75 total_reward_ma:191.44 loss:-4.801 fps:192.3 +frame:5.90e+05 wall_t:3068 t:36875 epi:nan +opt_step:73500 lr:0.0003 alpha:0.02111 +2026-02-11 08:56:32 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:349.40 total_reward_ma:194.07 loss:-4.751 fps:192.3 +frame:6.00e+05 wall_t:3120 t:37500 epi:nan +opt_step:74750 lr:0.0003 alpha:0.02123 +2026-02-11 08:57:24 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:347.55 total_reward_ma:196.59 loss:-4.935 fps:192.4 +frame:6.10e+05 wall_t:3171 t:38125 epi:nan +opt_step:76000 lr:0.0003 alpha:0.02223 +2026-02-11 08:58:15 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:362.60 total_reward_ma:199.27 loss:-5.041 fps:192.4 +frame:6.20e+05 wall_t:3222 t:38750 epi:nan +opt_step:77250 lr:0.0003 alpha:0.02251 +2026-02-11 08:59:06 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:376.90 total_reward_ma:202.09 loss:-5.155 fps:192.5 +frame:6.30e+05 wall_t:3273 t:39375 epi:nan +opt_step:78500 lr:0.0003 alpha:0.02322 +2026-02-11 08:59:59 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:381.10 total_reward_ma:204.88 loss:-5.323 fps:192.4 +frame:6.40e+05 wall_t:3326 t:40000 epi:nan +opt_step:79750 lr:0.0003 alpha:0.02321 +2026-02-11 09:00:51 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:388.35 total_reward_ma:207.71 loss:-5.757 fps:192.4 +frame:6.50e+05 wall_t:3378 t:40625 epi:nan +opt_step:81000 lr:0.0003 alpha:0.02399 +2026-02-11 09:01:42 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:394.75 total_reward_ma:210.54 loss:-5.71 fps:192.5 +frame:6.60e+05 wall_t:3429 t:41250 epi:nan +opt_step:82250 lr:0.0003 alpha:0.0249 +2026-02-11 09:02:33 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:419.10 total_reward_ma:213.65 loss:-5.491 fps:192.5 +frame:6.70e+05 wall_t:3481 t:41875 epi:nan +opt_step:83500 lr:0.0003 alpha:0.0257 +2026-02-11 09:03:24 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:402.25 total_reward_ma:216.43 loss:-5.873 fps:192.5 +frame:6.80e+05 wall_t:3532 t:42500 epi:nan +opt_step:84750 lr:0.0003 alpha:0.02615 +2026-02-11 09:04:16 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:421.30 total_reward_ma:219.39 loss:-6.28 fps:192.5 +frame:6.90e+05 wall_t:3584 t:43125 epi:nan +opt_step:86000 lr:0.0003 alpha:0.02749 +2026-02-11 09:05:08 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:423.80 total_reward_ma:222.31 loss:-6.279 fps:192.6 +frame:7.00e+05 wall_t:3635 t:43750 epi:nan +opt_step:87250 lr:0.0003 alpha:0.02797 +2026-02-11 09:05:59 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:432.30 total_reward_ma:225.27 loss:-6.315 fps:192.6 +frame:7.10e+05 wall_t:3686 t:44375 epi:nan +opt_step:88500 lr:0.0003 alpha:0.02899 +2026-02-11 09:06:50 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:450.05 total_reward_ma:228.39 loss:-6.633 fps:192.7 +frame:7.20e+05 wall_t:3737 t:45000 epi:nan +opt_step:89750 lr:0.0003 alpha:0.03045 +2026-02-11 09:07:42 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:453.75 total_reward_ma:231.48 loss:-6.888 fps:192.7 +frame:7.30e+05 wall_t:3789 t:45625 epi:nan +opt_step:91000 lr:0.0003 alpha:0.03166 +2026-02-11 09:08:33 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:453.70 total_reward_ma:234.48 loss:-6.805 fps:192.7 +frame:7.40e+05 wall_t:3840 t:46250 epi:nan +opt_step:92250 lr:0.0003 alpha:0.03197 +2026-02-11 09:09:24 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:435.45 total_reward_ma:237.16 loss:-7.299 fps:192.7 +frame:7.50e+05 wall_t:3892 t:46875 epi:nan +opt_step:93500 lr:0.0003 alpha:0.03235 +2026-02-11 09:10:15 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:450.55 total_reward_ma:239.97 loss:-7.272 fps:192.7 +frame:7.60e+05 wall_t:3943 t:47500 epi:nan +opt_step:94750 lr:0.0003 alpha:0.0339 +2026-02-11 09:11:06 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:443.95 total_reward_ma:242.62 loss:-7.581 fps:192.8 +frame:7.70e+05 wall_t:3994 t:48125 epi:nan +opt_step:96000 lr:0.0003 alpha:0.03382 +2026-02-11 09:11:58 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:449.25 total_reward_ma:245.27 loss:-7.69 fps:192.8 +frame:7.80e+05 wall_t:4045 t:48750 epi:nan +opt_step:97250 lr:0.0003 alpha:0.03422 +2026-02-11 09:12:49 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:448.60 total_reward_ma:247.84 loss:-7.968 fps:192.9 +frame:7.90e+05 wall_t:4096 t:49375 epi:nan +opt_step:98500 lr:0.0003 alpha:0.03449 +2026-02-11 09:13:39 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:435.60 total_reward_ma:250.19 loss:-7.996 fps:192.9 +frame:8.00e+05 wall_t:4147 t:50000 epi:nan +opt_step:99750 lr:0.0003 alpha:0.03465 +2026-02-11 09:14:30 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:439.45 total_reward_ma:252.53 loss:-8.143 fps:192.9 +frame:8.10e+05 wall_t:4198 t:50625 epi:nan +opt_step:101000 lr:0.0003 alpha:0.03565 +2026-02-11 09:15:21 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:443.70 total_reward_ma:254.86 loss:-8.327 fps:193 +frame:8.20e+05 wall_t:4249 t:51250 epi:nan +opt_step:102250 lr:0.0003 alpha:0.03602 +2026-02-11 09:16:12 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:457.45 total_reward_ma:257.30 loss:-8.382 fps:193 +frame:8.30e+05 wall_t:4300 t:51875 epi:nan +opt_step:103500 lr:0.0003 alpha:0.03578 +2026-02-11 09:17:03 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:446.80 total_reward_ma:259.56 loss:-8.597 fps:193.1 +frame:8.40e+05 wall_t:4351 t:52500 epi:nan +opt_step:104750 lr:0.0003 alpha:0.03662 +2026-02-11 09:17:54 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:454.40 total_reward_ma:261.85 loss:-8.538 fps:193.1 +frame:8.50e+05 wall_t:4401 t:53125 epi:nan +opt_step:106000 lr:0.0003 alpha:0.03719 +2026-02-11 09:18:45 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:454.50 total_reward_ma:264.09 loss:-8.793 fps:193.2 +frame:8.60e+05 wall_t:4452 t:53750 epi:nan +opt_step:107250 lr:0.0003 alpha:0.03681 +2026-02-11 09:19:36 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:459.80 total_reward_ma:266.34 loss:-8.81 fps:193.2 +frame:8.70e+05 wall_t:4504 t:54375 epi:nan +opt_step:108500 lr:0.0003 alpha:0.03639 +2026-02-11 09:20:28 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:461.00 total_reward_ma:268.55 loss:-8.957 fps:193.2 +frame:8.80e+05 wall_t:4555 t:55000 epi:nan +opt_step:109750 lr:0.0003 alpha:0.038 +2026-02-11 09:21:19 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:462.75 total_reward_ma:270.73 loss:-9.143 fps:193.2 +frame:8.90e+05 wall_t:4607 t:55625 epi:nan +opt_step:111000 lr:0.0003 alpha:0.0372 +2026-02-11 09:22:10 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:474.30 total_reward_ma:272.99 loss:-9.145 fps:193.2 +frame:9.00e+05 wall_t:4658 t:56250 epi:nan +opt_step:112250 lr:0.0003 alpha:0.03786 +2026-02-11 09:23:01 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:464.30 total_reward_ma:275.10 loss:-9.01 fps:193.2 +frame:9.10e+05 wall_t:4709 t:56875 epi:nan +opt_step:113500 lr:0.0003 alpha:0.03762 +2026-02-11 09:23:53 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:476.45 total_reward_ma:277.28 loss:-9.48 fps:193.3 +frame:9.20e+05 wall_t:4760 t:57500 epi:nan +opt_step:114750 lr:0.0003 alpha:0.03732 +2026-02-11 09:24:44 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:479.95 total_reward_ma:279.46 loss:-9.527 fps:193.3 +frame:9.30e+05 wall_t:4811 t:58125 epi:nan +opt_step:116000 lr:0.0003 alpha:0.03751 +2026-02-11 09:25:34 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:491.30 total_reward_ma:281.72 loss:-9.767 fps:193.4 +frame:9.40e+05 wall_t:4861 t:58750 epi:nan +opt_step:117250 lr:0.0003 alpha:0.03833 +2026-02-11 09:26:26 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:495.85 total_reward_ma:283.97 loss:-9.866 fps:193.4 +frame:9.50e+05 wall_t:4913 t:59375 epi:nan +opt_step:118500 lr:0.0003 alpha:0.03799 +2026-02-11 09:27:17 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:498.30 total_reward_ma:286.20 loss:-9.906 fps:193.4 +frame:9.60e+05 wall_t:4964 t:60000 epi:nan +opt_step:119750 lr:0.0003 alpha:0.03825 +2026-02-11 09:28:08 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:511.65 total_reward_ma:288.53 loss:-9.736 fps:193.4 +frame:9.70e+05 wall_t:5015 t:60625 epi:nan +opt_step:121000 lr:0.0003 alpha:0.03849 +2026-02-11 09:28:59 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:518.45 total_reward_ma:290.87 loss:-9.941 fps:193.4 +frame:9.80e+05 wall_t:5066 t:61250 epi:nan +opt_step:122250 lr:0.0003 alpha:0.03812 +2026-02-11 09:29:50 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:523.10 total_reward_ma:293.22 loss:-10.17 fps:193.5 +frame:9.90e+05 wall_t:5117 t:61875 epi:nan +opt_step:123500 lr:0.0003 alpha:0.03857 +2026-02-11 09:30:41 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:533.10 total_reward_ma:295.62 loss:-9.822 fps:193.5 +frame:1.00e+06 wall_t:5168 t:62500 epi:nan +opt_step:124750 lr:0.0003 alpha:0.038 +2026-02-11 09:31:32 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:526.55 total_reward_ma:299.72 loss:-10.13 fps:193.5 +frame:1.01e+06 wall_t:5220 t:63125 epi:nan +opt_step:126000 lr:0.0003 alpha:0.03807 +2026-02-11 09:32:23 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:543.35 total_reward_ma:303.72 loss:-10.09 fps:193.5 +frame:1.02e+06 wall_t:5271 t:63750 epi:nan +opt_step:127250 lr:0.0003 alpha:0.03847 +2026-02-11 09:33:14 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:533.25 total_reward_ma:307.67 loss:-10.32 fps:193.5 +frame:1.03e+06 wall_t:5322 t:64375 epi:nan +opt_step:128500 lr:0.0003 alpha:0.03814 +2026-02-11 09:34:06 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:536.30 total_reward_ma:311.59 loss:-10.17 fps:193.6 +frame:1.04e+06 wall_t:5373 t:65000 epi:nan +opt_step:129750 lr:0.0003 alpha:0.03819 +2026-02-11 09:34:57 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:537.75 total_reward_ma:315.40 loss:-10.36 fps:193.6 +frame:1.05e+06 wall_t:5424 t:65625 epi:nan +opt_step:131000 lr:0.0003 alpha:0.0389 +2026-02-11 09:35:49 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:525.90 total_reward_ma:319.10 loss:-10.37 fps:193.6 +frame:1.06e+06 wall_t:5476 t:66250 epi:nan +opt_step:132250 lr:0.0003 alpha:0.03839 +2026-02-11 09:36:40 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:522.45 total_reward_ma:322.67 loss:-10.51 fps:193.6 +frame:1.07e+06 wall_t:5528 t:66875 epi:nan +opt_step:133500 lr:0.0003 alpha:0.03756 +2026-02-11 09:37:31 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:520.20 total_reward_ma:326.31 loss:-10.34 fps:193.6 +frame:1.08e+06 wall_t:5579 t:67500 epi:nan +opt_step:134750 lr:0.0003 alpha:0.03782 +2026-02-11 09:38:22 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:534.55 total_reward_ma:330.13 loss:-10.34 fps:193.6 +frame:1.09e+06 wall_t:5630 t:68125 epi:nan +opt_step:136000 lr:0.0003 alpha:0.03814 +2026-02-11 09:39:13 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:528.25 total_reward_ma:333.94 loss:-10.32 fps:193.6 +frame:1.10e+06 wall_t:5681 t:68750 epi:nan +opt_step:137250 lr:0.0003 alpha:0.03735 +2026-02-11 09:40:04 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:531.50 total_reward_ma:337.75 loss:-10.45 fps:193.6 +frame:1.11e+06 wall_t:5732 t:69375 epi:nan +opt_step:138500 lr:0.0003 alpha:0.03759 +2026-02-11 09:40:55 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:524.85 total_reward_ma:341.49 loss:-10.68 fps:193.7 +frame:1.12e+06 wall_t:5782 t:70000 epi:nan +opt_step:139750 lr:0.0003 alpha:0.03733 +2026-02-11 09:41:46 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:525.40 total_reward_ma:345.18 loss:-10.39 fps:193.7 +frame:1.13e+06 wall_t:5834 t:70625 epi:nan +opt_step:141000 lr:0.0003 alpha:0.0374 +2026-02-11 09:42:38 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:537.10 total_reward_ma:348.99 loss:-10.7 fps:193.7 +frame:1.14e+06 wall_t:5885 t:71250 epi:nan +opt_step:142250 lr:0.0003 alpha:0.03688 +2026-02-11 09:43:29 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:543.65 total_reward_ma:352.88 loss:-10.87 fps:193.7 +frame:1.15e+06 wall_t:5936 t:71875 epi:nan +opt_step:143500 lr:0.0003 alpha:0.03769 +2026-02-11 09:44:21 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:550.40 total_reward_ma:356.69 loss:-10.69 fps:193.7 +frame:1.16e+06 wall_t:5988 t:72500 epi:nan +opt_step:144750 lr:0.0003 alpha:0.03701 +2026-02-11 09:45:12 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:551.70 total_reward_ma:360.59 loss:-10.77 fps:193.7 +frame:1.17e+06 wall_t:6039 t:73125 epi:nan +opt_step:146000 lr:0.0003 alpha:0.0364 +2026-02-11 09:46:03 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:545.30 total_reward_ma:364.39 loss:-10.56 fps:193.8 +frame:1.18e+06 wall_t:6090 t:73750 epi:nan +opt_step:147250 lr:0.0003 alpha:0.03628 +2026-02-11 09:46:54 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:551.40 total_reward_ma:368.25 loss:-10.57 fps:193.8 +frame:1.19e+06 wall_t:6141 t:74375 epi:nan +opt_step:148500 lr:0.0003 alpha:0.036 +2026-02-11 09:47:45 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:552.35 total_reward_ma:372.06 loss:-10.66 fps:193.8 +frame:1.20e+06 wall_t:6193 t:75000 epi:nan +opt_step:149750 lr:0.0003 alpha:0.03587 +2026-02-11 09:48:36 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:553.75 total_reward_ma:375.84 loss:-10.46 fps:193.8 +frame:1.21e+06 wall_t:6244 t:75625 epi:nan +opt_step:151000 lr:0.0003 alpha:0.03577 +2026-02-11 09:49:28 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:547.50 total_reward_ma:379.59 loss:-10.49 fps:193.8 +frame:1.22e+06 wall_t:6295 t:76250 epi:nan +opt_step:152250 lr:0.0003 alpha:0.03503 +2026-02-11 09:50:20 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:531.05 total_reward_ma:383.11 loss:-10.44 fps:193.8 +frame:1.23e+06 wall_t:6347 t:76875 epi:nan +opt_step:153500 lr:0.0003 alpha:0.03497 +2026-02-11 09:51:11 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:527.30 total_reward_ma:386.51 loss:-10.48 fps:193.8 +frame:1.24e+06 wall_t:6399 t:77500 epi:nan +opt_step:154750 lr:0.0003 alpha:0.03457 +2026-02-11 09:52:03 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:532.50 total_reward_ma:389.91 loss:-10.41 fps:193.8 +frame:1.25e+06 wall_t:6450 t:78125 epi:nan +opt_step:156000 lr:0.0003 alpha:0.03443 +2026-02-11 09:52:54 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:522.80 total_reward_ma:393.10 loss:-10.53 fps:193.8 +frame:1.26e+06 wall_t:6502 t:78750 epi:nan +opt_step:157250 lr:0.0003 alpha:0.03429 +2026-02-11 09:53:46 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:518.35 total_reward_ma:396.18 loss:-10.69 fps:193.8 +frame:1.27e+06 wall_t:6553 t:79375 epi:nan +opt_step:158500 lr:0.0003 alpha:0.03372 +2026-02-11 09:54:37 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:513.30 total_reward_ma:399.22 loss:-10.69 fps:193.8 +frame:1.28e+06 wall_t:6605 t:80000 epi:nan +opt_step:159750 lr:0.0003 alpha:0.03406 +2026-02-11 09:55:30 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:502.30 total_reward_ma:402.17 loss:-10.51 fps:193.8 +frame:1.29e+06 wall_t:6657 t:80625 epi:nan +opt_step:161000 lr:0.0003 alpha:0.03379 +2026-02-11 09:56:24 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:504.50 total_reward_ma:405.11 loss:-10.69 fps:193.7 +frame:1.30e+06 wall_t:6712 t:81250 epi:nan +opt_step:162250 lr:0.0003 alpha:0.03387 +2026-02-11 09:57:18 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:504.85 total_reward_ma:408.06 loss:-10.39 fps:193.6 +frame:1.31e+06 wall_t:6766 t:81875 epi:nan +opt_step:163500 lr:0.0003 alpha:0.03367 +2026-02-11 09:58:12 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:504.85 total_reward_ma:411.07 loss:-10.31 fps:193.6 +frame:1.32e+06 wall_t:6819 t:82500 epi:nan +opt_step:164750 lr:0.0003 alpha:0.03438 +2026-02-11 09:59:06 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:519.50 total_reward_ma:414.11 loss:-10.35 fps:193.5 +frame:1.33e+06 wall_t:6873 t:83125 epi:nan +opt_step:166000 lr:0.0003 alpha:0.03384 +2026-02-11 10:00:00 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:518.75 total_reward_ma:417.10 loss:-10.2 fps:193.4 +frame:1.34e+06 wall_t:6928 t:83750 epi:nan +opt_step:167250 lr:0.0003 alpha:0.03378 +2026-02-11 10:00:55 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:529.30 total_reward_ma:420.17 loss:-10.16 fps:193.4 +frame:1.35e+06 wall_t:6982 t:84375 epi:nan +opt_step:168500 lr:0.0003 alpha:0.03354 +2026-02-11 10:01:49 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:520.15 total_reward_ma:423.23 loss:-10.16 fps:193.3 +frame:1.36e+06 wall_t:7037 t:85000 epi:nan +opt_step:169750 lr:0.0003 alpha:0.03346 +2026-02-11 10:02:43 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:523.35 total_reward_ma:426.34 loss:-10.21 fps:193.2 +frame:1.37e+06 wall_t:7091 t:85625 epi:nan +opt_step:171000 lr:0.0003 alpha:0.03309 +2026-02-11 10:03:38 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:536.75 total_reward_ma:429.71 loss:-10.07 fps:193.1 +frame:1.38e+06 wall_t:7145 t:86250 epi:nan +opt_step:172250 lr:0.0003 alpha:0.03354 +2026-02-11 10:04:32 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:539.50 total_reward_ma:433.23 loss:-10.04 fps:193.1 +frame:1.39e+06 wall_t:7199 t:86875 epi:nan +opt_step:173500 lr:0.0003 alpha:0.03327 +2026-02-11 10:05:27 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:556.10 total_reward_ma:437.20 loss:-10.2 fps:193 +frame:1.40e+06 wall_t:7254 t:87500 epi:nan +opt_step:174750 lr:0.0003 alpha:0.03282 +2026-02-11 10:06:21 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:562.95 total_reward_ma:441.39 loss:-10.37 fps:192.9 +frame:1.41e+06 wall_t:7308 t:88125 epi:nan +opt_step:176000 lr:0.0003 alpha:0.03264 +2026-02-11 10:07:15 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:554.50 total_reward_ma:445.58 loss:-9.977 fps:192.9 +frame:1.42e+06 wall_t:7362 t:88750 epi:nan +opt_step:177250 lr:0.0003 alpha:0.03263 +2026-02-11 10:08:08 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:554.65 total_reward_ma:449.83 loss:-10.3 fps:192.9 +frame:1.43e+06 wall_t:7415 t:89375 epi:nan +opt_step:178500 lr:0.0003 alpha:0.03232 +2026-02-11 10:09:03 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:554.10 total_reward_ma:454.03 loss:-10.06 fps:192.7 +frame:1.44e+06 wall_t:7471 t:90000 epi:nan +opt_step:179750 lr:0.0003 alpha:0.03225 +2026-02-11 10:09:58 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:559.95 total_reward_ma:458.32 loss:-10.1 fps:192.7 +frame:1.45e+06 wall_t:7525 t:90625 epi:nan +opt_step:181000 lr:0.0003 alpha:0.03201 +2026-02-11 10:10:52 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:563.05 total_reward_ma:462.48 loss:-10.28 fps:192.6 +frame:1.46e+06 wall_t:7579 t:91250 epi:nan +opt_step:182250 lr:0.0003 alpha:0.03213 +2026-02-11 10:11:47 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:558.40 total_reward_ma:466.43 loss:-9.861 fps:192.5 +frame:1.47e+06 wall_t:7635 t:91875 epi:nan +opt_step:183500 lr:0.0003 alpha:0.03201 +2026-02-11 10:12:43 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:567.00 total_reward_ma:470.29 loss:-10.07 fps:192.5 +frame:1.48e+06 wall_t:7690 t:92500 epi:nan +opt_step:184750 lr:0.0003 alpha:0.03206 +2026-02-11 10:13:37 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:563.65 total_reward_ma:473.94 loss:-10.25 fps:192.4 +frame:1.49e+06 wall_t:7744 t:93125 epi:nan +opt_step:186000 lr:0.0003 alpha:0.03139 +2026-02-11 10:14:32 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:561.80 total_reward_ma:477.37 loss:-9.989 fps:192.3 +frame:1.50e+06 wall_t:7799 t:93750 epi:nan +opt_step:187250 lr:0.0003 alpha:0.03148 +2026-02-11 10:15:26 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:561.75 total_reward_ma:480.57 loss:-10.09 fps:192.3 +frame:1.51e+06 wall_t:7854 t:94375 epi:nan +opt_step:188500 lr:0.0003 alpha:0.03158 +2026-02-11 10:16:21 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:559.15 total_reward_ma:483.44 loss:-9.836 fps:192.2 +frame:1.52e+06 wall_t:7909 t:95000 epi:nan +opt_step:189750 lr:0.0003 alpha:0.03137 +2026-02-11 10:17:15 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:559.90 total_reward_ma:486.18 loss:-9.771 fps:192.1 +frame:1.53e+06 wall_t:7963 t:95625 epi:nan +opt_step:191000 lr:0.0003 alpha:0.03076 +2026-02-11 10:18:10 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:566.65 total_reward_ma:488.93 loss:-9.455 fps:192.1 +frame:1.54e+06 wall_t:8018 t:96250 epi:nan +opt_step:192250 lr:0.0003 alpha:0.03088 +2026-02-11 10:19:05 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:560.50 total_reward_ma:491.60 loss:-9.586 fps:192 +frame:1.55e+06 wall_t:8073 t:96875 epi:nan +opt_step:193500 lr:0.0003 alpha:0.0304 +2026-02-11 10:20:00 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:570.70 total_reward_ma:494.33 loss:-9.644 fps:192 +frame:1.56e+06 wall_t:8127 t:97500 epi:nan +opt_step:194750 lr:0.0003 alpha:0.03069 +2026-02-11 10:20:54 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:569.75 total_reward_ma:496.91 loss:-9.709 fps:191.9 +frame:1.57e+06 wall_t:8181 t:98125 epi:nan +opt_step:196000 lr:0.0003 alpha:0.03067 +2026-02-11 10:21:48 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:560.50 total_reward_ma:499.30 loss:-9.962 fps:191.8 +frame:1.58e+06 wall_t:8236 t:98750 epi:nan +opt_step:197250 lr:0.0003 alpha:0.03064 +2026-02-11 10:22:43 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:563.70 total_reward_ma:501.68 loss:-9.703 fps:191.8 +frame:1.59e+06 wall_t:8290 t:99375 epi:nan +opt_step:198500 lr:0.0003 alpha:0.03007 +2026-02-11 10:23:37 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:559.30 total_reward_ma:503.78 loss:-9.617 fps:191.8 +frame:1.60e+06 wall_t:8344 t:100000 epi:nan +opt_step:199750 lr:0.0003 alpha:0.02997 +2026-02-11 10:24:31 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:566.25 total_reward_ma:505.97 loss:-9.465 fps:191.7 +frame:1.61e+06 wall_t:8398 t:100625 epi:nan +opt_step:201000 lr:0.0003 alpha:0.02917 +2026-02-11 10:25:25 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:561.85 total_reward_ma:507.96 loss:-9.477 fps:191.7 +frame:1.62e+06 wall_t:8452 t:101250 epi:nan +opt_step:202250 lr:0.0003 alpha:0.02956 +2026-02-11 10:26:20 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:572.20 total_reward_ma:509.91 loss:-9.751 fps:191.6 +frame:1.63e+06 wall_t:8507 t:101875 epi:nan +opt_step:203500 lr:0.0003 alpha:0.02903 +2026-02-11 10:27:14 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:581.70 total_reward_ma:511.92 loss:-9.306 fps:191.5 +frame:1.64e+06 wall_t:8562 t:102500 epi:nan +opt_step:204750 lr:0.0003 alpha:0.02934 +2026-02-11 10:28:09 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:577.05 total_reward_ma:513.81 loss:-9.263 fps:191.5 +frame:1.65e+06 wall_t:8617 t:103125 epi:nan +opt_step:206000 lr:0.0003 alpha:0.02957 +2026-02-11 10:29:05 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:573.45 total_reward_ma:515.59 loss:-9.6 fps:191.4 +frame:1.66e+06 wall_t:8672 t:103750 epi:nan +opt_step:207250 lr:0.0003 alpha:0.02922 +2026-02-11 10:29:59 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:565.95 total_reward_ma:517.06 loss:-9.323 fps:191.4 +frame:1.67e+06 wall_t:8727 t:104375 epi:nan +opt_step:208500 lr:0.0003 alpha:0.02886 +2026-02-11 10:30:54 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:576.40 total_reward_ma:518.80 loss:-9.491 fps:191.3 +frame:1.68e+06 wall_t:8781 t:105000 epi:nan +opt_step:209750 lr:0.0003 alpha:0.02864 +2026-02-11 10:31:47 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:574.35 total_reward_ma:520.33 loss:-9.333 fps:191.3 +frame:1.69e+06 wall_t:8835 t:105625 epi:nan +opt_step:211000 lr:0.0003 alpha:0.02925 +2026-02-11 10:32:41 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:568.95 total_reward_ma:521.79 loss:-9.288 fps:191.3 +frame:1.70e+06 wall_t:8888 t:106250 epi:nan +opt_step:212250 lr:0.0003 alpha:0.02856 +2026-02-11 10:33:36 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:570.25 total_reward_ma:523.16 loss:-9.165 fps:191.2 +frame:1.71e+06 wall_t:8943 t:106875 epi:nan +opt_step:213500 lr:0.0003 alpha:0.02824 +2026-02-11 10:34:30 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:556.95 total_reward_ma:524.23 loss:-9.191 fps:191.2 +frame:1.72e+06 wall_t:8998 t:107500 epi:nan +opt_step:214750 lr:0.0003 alpha:0.02802 +2026-02-11 10:35:24 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:562.80 total_reward_ma:525.32 loss:-9.275 fps:191.1 +frame:1.73e+06 wall_t:9051 t:108125 epi:nan +opt_step:216000 lr:0.0003 alpha:0.02807 +2026-02-11 10:36:17 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:565.00 total_reward_ma:526.44 loss:-9.337 fps:191.1 +frame:1.74e+06 wall_t:9105 t:108750 epi:nan +opt_step:217250 lr:0.0003 alpha:0.02741 +2026-02-11 10:37:12 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:569.65 total_reward_ma:527.78 loss:-9.293 fps:191.1 +frame:1.75e+06 wall_t:9159 t:109375 epi:nan +opt_step:218500 lr:0.0003 alpha:0.02743 +2026-02-11 10:38:06 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:572.50 total_reward_ma:529.00 loss:-8.94 fps:191 +frame:1.76e+06 wall_t:9213 t:110000 epi:nan +opt_step:219750 lr:0.0003 alpha:0.02767 +2026-02-11 10:39:00 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:569.50 total_reward_ma:530.25 loss:-9.059 fps:191 +frame:1.77e+06 wall_t:9267 t:110625 epi:nan +opt_step:221000 lr:0.0003 alpha:0.02828 +2026-02-11 10:39:54 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:573.30 total_reward_ma:531.50 loss:-9.309 fps:190.9 +frame:1.78e+06 wall_t:9322 t:111250 epi:nan +opt_step:222250 lr:0.0003 alpha:0.02738 +2026-02-11 10:40:49 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:583.65 total_reward_ma:532.85 loss:-9.141 fps:190.9 +frame:1.79e+06 wall_t:9376 t:111875 epi:nan +opt_step:223500 lr:0.0003 alpha:0.02755 +2026-02-11 10:41:43 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:586.90 total_reward_ma:534.36 loss:-9.089 fps:190.9 +frame:1.80e+06 wall_t:9430 t:112500 epi:nan +opt_step:224750 lr:0.0003 alpha:0.02734 +2026-02-11 10:42:37 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:592.10 total_reward_ma:535.89 loss:-8.985 fps:190.8 +frame:1.81e+06 wall_t:9484 t:113125 epi:nan +opt_step:226000 lr:0.0003 alpha:0.02724 +2026-02-11 10:43:31 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:588.35 total_reward_ma:537.33 loss:-9.207 fps:190.8 +frame:1.82e+06 wall_t:9538 t:113750 epi:nan +opt_step:227250 lr:0.0003 alpha:0.0271 +2026-02-11 10:44:25 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:590.35 total_reward_ma:538.66 loss:-9.079 fps:190.8 +frame:1.83e+06 wall_t:9593 t:114375 epi:nan +opt_step:228500 lr:0.0003 alpha:0.0268 +2026-02-11 10:45:19 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:597.75 total_reward_ma:540.17 loss:-9.286 fps:190.8 +frame:1.84e+06 wall_t:9646 t:115000 epi:nan +opt_step:229750 lr:0.0003 alpha:0.0272 +2026-02-11 10:46:13 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:591.35 total_reward_ma:541.54 loss:-9.111 fps:190.7 +frame:1.85e+06 wall_t:9701 t:115625 epi:nan +opt_step:231000 lr:0.0003 alpha:0.02683 +2026-02-11 10:47:07 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:601.30 total_reward_ma:543.01 loss:-9.065 fps:190.7 +frame:1.86e+06 wall_t:9755 t:116250 epi:nan +opt_step:232250 lr:0.0003 alpha:0.02649 +2026-02-11 10:48:01 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:602.55 total_reward_ma:544.44 loss:-9.103 fps:190.6 +frame:1.87e+06 wall_t:9809 t:116875 epi:nan +opt_step:233500 lr:0.0003 alpha:0.0264 +2026-02-11 10:48:55 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:593.95 total_reward_ma:545.76 loss:-9.055 fps:190.6 +frame:1.88e+06 wall_t:9863 t:117500 epi:nan +opt_step:234750 lr:0.0003 alpha:0.02673 +2026-02-11 10:49:50 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:583.50 total_reward_ma:546.97 loss:-9.082 fps:190.6 +frame:1.89e+06 wall_t:9917 t:118125 epi:nan +opt_step:236000 lr:0.0003 alpha:0.02681 +2026-02-11 10:50:44 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:575.00 total_reward_ma:547.98 loss:-9.075 fps:190.6 +frame:1.90e+06 wall_t:9971 t:118750 epi:nan +opt_step:237250 lr:0.0003 alpha:0.02629 +2026-02-11 10:51:38 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:571.65 total_reward_ma:549.05 loss:-8.76 fps:190.5 +frame:1.91e+06 wall_t:10025 t:119375 epi:nan +opt_step:238500 lr:0.0003 alpha:0.02621 +2026-02-11 10:52:32 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:568.65 total_reward_ma:549.97 loss:-8.921 fps:190.5 +frame:1.92e+06 wall_t:10079 t:120000 epi:nan +opt_step:239750 lr:0.0003 alpha:0.02565 +2026-02-11 10:53:26 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:556.45 total_reward_ma:550.74 loss:-8.599 fps:190.4 +frame:1.93e+06 wall_t:10134 t:120625 epi:nan +opt_step:241000 lr:0.0003 alpha:0.02539 +2026-02-11 10:54:21 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:557.85 total_reward_ma:551.41 loss:-8.73 fps:190.4 +frame:1.94e+06 wall_t:10188 t:121250 epi:nan +opt_step:242250 lr:0.0003 alpha:0.02573 +2026-02-11 10:55:15 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:542.00 total_reward_ma:551.87 loss:-8.527 fps:190.4 +frame:1.95e+06 wall_t:10242 t:121875 epi:nan +opt_step:243500 lr:0.0003 alpha:0.02539 +2026-02-11 10:56:09 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:556.65 total_reward_ma:552.45 loss:-8.453 fps:190.4 +frame:1.96e+06 wall_t:10296 t:122500 epi:nan +opt_step:244750 lr:0.0003 alpha:0.02511 +2026-02-11 10:57:03 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:552.60 total_reward_ma:552.86 loss:-8.78 fps:190.3 +frame:1.97e+06 wall_t:10350 t:123125 epi:nan +opt_step:246000 lr:0.0003 alpha:0.02458 +2026-02-11 10:57:56 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:546.95 total_reward_ma:553.14 loss:-8.688 fps:190.3 +frame:1.98e+06 wall_t:10404 t:123750 epi:nan +opt_step:247250 lr:0.0003 alpha:0.02487 +2026-02-11 10:58:50 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:557.35 total_reward_ma:553.49 loss:-8.602 fps:190.3 +frame:1.99e+06 wall_t:10457 t:124375 epi:nan +opt_step:248500 lr:0.0003 alpha:0.0251 +2026-02-11 10:59:42 | INFO | PID:1360 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_spaceinvaders_t0_s2 [train] +total_reward:555.30 total_reward_ma:553.71 loss:-8.815 fps:190.3 +frame:2.00e+06 wall_t:10509 t:125000 epi:nan +opt_step:249750 lr:0.0003 alpha:0.02583 +2026-02-11 10:59:42 | INFO | PID:1360 | slm_lab.lib.logger:info | Session 2 done diff --git a/data/sac_atari_spaceinvaders_2026_02_11_080424/log/sac_atari_spaceinvaders_t0_s3.log b/data/sac_atari_spaceinvaders_2026_02_11_080424/log/sac_atari_spaceinvaders_t0_s3.log new file mode 100644 index 0000000000000000000000000000000000000000..9f38f4bbecba0bc41d5fd143f448acdb46dafb1d --- /dev/null +++ b/data/sac_atari_spaceinvaders_2026_02_11_080424/log/sac_atari_spaceinvaders_t0_s3.log @@ -0,0 +1,802 @@ +2026-02-11 08:04:30 | INFO | PID:1361 | slm_lab.env:_make_vector_env | AtariVectorEnv: 16 envs, native preprocessing +2026-02-11 08:05:59 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:107.69 total_reward_ma:107.69 loss:-8.733 fps:116.3 +frame:1.00e+04 wall_t:86 t:625 epi:nan +opt_step:1000 lr:0.0003 alpha:0.7543 +2026-02-11 08:06:50 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:155.30 total_reward_ma:131.50 loss:-13.99 fps:144.9 +frame:2.00e+04 wall_t:138 t:1250 epi:nan +opt_step:2250 lr:0.0003 alpha:0.5502 +2026-02-11 08:07:41 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:166.22 total_reward_ma:143.07 loss:-18.01 fps:158.7 +frame:3.00e+04 wall_t:189 t:1875 epi:nan +opt_step:3500 lr:0.0003 alpha:0.41 +2026-02-11 08:08:34 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:169.78 total_reward_ma:149.75 loss:-20.28 fps:166 +frame:4.00e+04 wall_t:241 t:2500 epi:nan +opt_step:4750 lr:0.0003 alpha:0.3087 +2026-02-11 08:09:25 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:172.38 total_reward_ma:154.27 loss:-21.56 fps:170.6 +frame:5.00e+04 wall_t:293 t:3125 epi:nan +opt_step:6000 lr:0.0003 alpha:0.2337 +2026-02-11 08:10:17 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:177.40 total_reward_ma:158.13 loss:-21.98 fps:174.4 +frame:6.00e+04 wall_t:344 t:3750 epi:nan +opt_step:7250 lr:0.0003 alpha:0.1774 +2026-02-11 08:11:08 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:179.20 total_reward_ma:161.14 loss:-22.49 fps:176.8 +frame:7.00e+04 wall_t:396 t:4375 epi:nan +opt_step:8500 lr:0.0003 alpha:0.1349 +2026-02-11 08:12:00 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:180.75 total_reward_ma:163.59 loss:-22.33 fps:179 +frame:8.00e+04 wall_t:447 t:5000 epi:nan +opt_step:9750 lr:0.0003 alpha:0.1027 +2026-02-11 08:12:52 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:176.15 total_reward_ma:164.99 loss:-22.37 fps:180.4 +frame:9.00e+04 wall_t:499 t:5625 epi:nan +opt_step:11000 lr:0.0003 alpha:0.07829 +2026-02-11 08:13:44 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:167.20 total_reward_ma:165.21 loss:-21.59 fps:181.2 +frame:1.00e+05 wall_t:552 t:6250 epi:nan +opt_step:12250 lr:0.0003 alpha:0.05978 +2026-02-11 08:14:36 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:149.60 total_reward_ma:163.79 loss:-20.25 fps:182.1 +frame:1.10e+05 wall_t:604 t:6875 epi:nan +opt_step:13500 lr:0.0003 alpha:0.04574 +2026-02-11 08:15:28 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:151.65 total_reward_ma:162.78 loss:-19.78 fps:183.2 +frame:1.20e+05 wall_t:655 t:7500 epi:nan +opt_step:14750 lr:0.0003 alpha:0.0351 +2026-02-11 08:16:19 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:155.50 total_reward_ma:162.22 loss:-19.06 fps:183.9 +frame:1.30e+05 wall_t:707 t:8125 epi:nan +opt_step:16000 lr:0.0003 alpha:0.02704 +2026-02-11 08:17:10 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:153.95 total_reward_ma:161.63 loss:-18.48 fps:184.7 +frame:1.40e+05 wall_t:758 t:8750 epi:nan +opt_step:17250 lr:0.0003 alpha:0.02092 +2026-02-11 08:18:02 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:149.45 total_reward_ma:160.81 loss:-17.44 fps:185.4 +frame:1.50e+05 wall_t:809 t:9375 epi:nan +opt_step:18500 lr:0.0003 alpha:0.0163 +2026-02-11 08:18:53 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:156.45 total_reward_ma:160.54 loss:-16.93 fps:185.8 +frame:1.60e+05 wall_t:861 t:10000 epi:nan +opt_step:19750 lr:0.0003 alpha:0.01277 +2026-02-11 08:19:45 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:178.85 total_reward_ma:161.62 loss:-15.88 fps:186.4 +frame:1.70e+05 wall_t:912 t:10625 epi:nan +opt_step:21000 lr:0.0003 alpha:0.01022 +2026-02-11 08:20:36 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:176.20 total_reward_ma:162.43 loss:-14.89 fps:186.7 +frame:1.80e+05 wall_t:964 t:11250 epi:nan +opt_step:22250 lr:0.0003 alpha:0.00836 +2026-02-11 08:21:28 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:182.35 total_reward_ma:163.48 loss:-14.27 fps:187.2 +frame:1.90e+05 wall_t:1015 t:11875 epi:nan +opt_step:23500 lr:0.0003 alpha:0.006911 +2026-02-11 08:22:20 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:186.95 total_reward_ma:164.65 loss:-13.56 fps:187.4 +frame:2.00e+05 wall_t:1067 t:12500 epi:nan +opt_step:24750 lr:0.0003 alpha:0.006738 +2026-02-11 08:23:11 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:203.45 total_reward_ma:166.50 loss:-13.01 fps:187.8 +frame:2.10e+05 wall_t:1118 t:13125 epi:nan +opt_step:26000 lr:0.0003 alpha:0.006738 +2026-02-11 08:24:02 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:210.90 total_reward_ma:168.52 loss:-12.6 fps:188 +frame:2.20e+05 wall_t:1170 t:13750 epi:nan +opt_step:27250 lr:0.0003 alpha:0.006738 +2026-02-11 08:24:54 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:201.00 total_reward_ma:169.93 loss:-11.84 fps:188.4 +frame:2.30e+05 wall_t:1221 t:14375 epi:nan +opt_step:28500 lr:0.0003 alpha:0.006738 +2026-02-11 08:25:45 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:202.30 total_reward_ma:171.28 loss:-11.31 fps:188.5 +frame:2.40e+05 wall_t:1273 t:15000 epi:nan +opt_step:29750 lr:0.0003 alpha:0.006738 +2026-02-11 08:26:37 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:215.85 total_reward_ma:173.06 loss:-10.65 fps:188.7 +frame:2.50e+05 wall_t:1325 t:15625 epi:nan +opt_step:31000 lr:0.0003 alpha:0.006852 +2026-02-11 08:27:28 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:215.05 total_reward_ma:174.68 loss:-10.2 fps:189 +frame:2.60e+05 wall_t:1376 t:16250 epi:nan +opt_step:32250 lr:0.0003 alpha:0.006738 +2026-02-11 08:28:20 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:222.75 total_reward_ma:176.46 loss:-9.893 fps:189.2 +frame:2.70e+05 wall_t:1427 t:16875 epi:nan +opt_step:33500 lr:0.0003 alpha:0.006815 +2026-02-11 08:29:11 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:226.35 total_reward_ma:178.24 loss:-9.383 fps:189.3 +frame:2.80e+05 wall_t:1479 t:17500 epi:nan +opt_step:34750 lr:0.0003 alpha:0.006738 +2026-02-11 08:30:03 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:228.00 total_reward_ma:179.95 loss:-8.714 fps:189.4 +frame:2.90e+05 wall_t:1531 t:18125 epi:nan +opt_step:36000 lr:0.0003 alpha:0.006738 +2026-02-11 08:30:54 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:226.80 total_reward_ma:181.52 loss:-8.482 fps:189.6 +frame:3.00e+05 wall_t:1582 t:18750 epi:nan +opt_step:37250 lr:0.0003 alpha:0.006738 +2026-02-11 08:31:45 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:220.40 total_reward_ma:182.77 loss:-8.109 fps:189.8 +frame:3.10e+05 wall_t:1633 t:19375 epi:nan +opt_step:38500 lr:0.0003 alpha:0.006738 +2026-02-11 08:32:37 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:205.70 total_reward_ma:183.49 loss:-7.877 fps:189.9 +frame:3.20e+05 wall_t:1685 t:20000 epi:nan +opt_step:39750 lr:0.0003 alpha:0.00674 +2026-02-11 08:33:29 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:203.50 total_reward_ma:184.09 loss:-7.283 fps:190 +frame:3.30e+05 wall_t:1737 t:20625 epi:nan +opt_step:41000 lr:0.0003 alpha:0.006738 +2026-02-11 08:34:21 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:197.75 total_reward_ma:184.49 loss:-7.089 fps:190.2 +frame:3.40e+05 wall_t:1788 t:21250 epi:nan +opt_step:42250 lr:0.0003 alpha:0.006738 +2026-02-11 08:35:13 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:195.05 total_reward_ma:184.80 loss:-6.886 fps:190.2 +frame:3.50e+05 wall_t:1840 t:21875 epi:nan +opt_step:43500 lr:0.0003 alpha:0.006738 +2026-02-11 08:36:04 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:197.50 total_reward_ma:185.15 loss:-6.613 fps:190.3 +frame:3.60e+05 wall_t:1892 t:22500 epi:nan +opt_step:44750 lr:0.0003 alpha:0.006738 +2026-02-11 08:36:56 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:201.70 total_reward_ma:185.60 loss:-6.278 fps:190.3 +frame:3.70e+05 wall_t:1944 t:23125 epi:nan +opt_step:46000 lr:0.0003 alpha:0.006738 +2026-02-11 08:37:48 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:202.40 total_reward_ma:186.04 loss:-6.03 fps:190.5 +frame:3.80e+05 wall_t:1995 t:23750 epi:nan +opt_step:47250 lr:0.0003 alpha:0.006822 +2026-02-11 08:38:40 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:205.70 total_reward_ma:186.54 loss:-5.87 fps:190.5 +frame:3.90e+05 wall_t:2047 t:24375 epi:nan +opt_step:48500 lr:0.0003 alpha:0.008729 +2026-02-11 08:39:32 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:200.30 total_reward_ma:186.89 loss:-5.754 fps:190.6 +frame:4.00e+05 wall_t:2099 t:25000 epi:nan +opt_step:49750 lr:0.0003 alpha:0.01181 +2026-02-11 08:40:23 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:190.15 total_reward_ma:186.97 loss:-5.682 fps:190.6 +frame:4.10e+05 wall_t:2151 t:25625 epi:nan +opt_step:51000 lr:0.0003 alpha:0.01349 +2026-02-11 08:41:15 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:164.00 total_reward_ma:186.42 loss:-5.36 fps:190.7 +frame:4.20e+05 wall_t:2202 t:26250 epi:nan +opt_step:52250 lr:0.0003 alpha:0.01197 +2026-02-11 08:42:07 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:148.05 total_reward_ma:185.53 loss:-5.366 fps:190.8 +frame:4.30e+05 wall_t:2254 t:26875 epi:nan +opt_step:53500 lr:0.0003 alpha:0.0099 +2026-02-11 08:42:58 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:133.70 total_reward_ma:184.35 loss:-5.299 fps:190.9 +frame:4.40e+05 wall_t:2305 t:27500 epi:nan +opt_step:54750 lr:0.0003 alpha:0.009145 +2026-02-11 08:43:49 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:136.20 total_reward_ma:183.28 loss:-5.052 fps:190.9 +frame:4.50e+05 wall_t:2357 t:28125 epi:nan +opt_step:56000 lr:0.0003 alpha:0.009443 +2026-02-11 08:44:40 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:151.70 total_reward_ma:182.59 loss:-5.027 fps:191 +frame:4.60e+05 wall_t:2408 t:28750 epi:nan +opt_step:57250 lr:0.0003 alpha:0.009598 +2026-02-11 08:45:31 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:161.15 total_reward_ma:182.14 loss:-4.864 fps:191.1 +frame:4.70e+05 wall_t:2459 t:29375 epi:nan +opt_step:58500 lr:0.0003 alpha:0.01015 +2026-02-11 08:46:22 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:175.20 total_reward_ma:181.99 loss:-4.892 fps:191.3 +frame:4.80e+05 wall_t:2509 t:30000 epi:nan +opt_step:59750 lr:0.0003 alpha:0.01113 +2026-02-11 08:47:13 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:186.35 total_reward_ma:182.08 loss:-4.61 fps:191.3 +frame:4.90e+05 wall_t:2561 t:30625 epi:nan +opt_step:61000 lr:0.0003 alpha:0.01187 +2026-02-11 08:48:04 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:195.60 total_reward_ma:182.35 loss:-4.47 fps:191.4 +frame:5.00e+05 wall_t:2612 t:31250 epi:nan +opt_step:62250 lr:0.0003 alpha:0.01292 +2026-02-11 08:48:56 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:194.25 total_reward_ma:182.58 loss:-4.558 fps:191.5 +frame:5.10e+05 wall_t:2663 t:31875 epi:nan +opt_step:63500 lr:0.0003 alpha:0.01354 +2026-02-11 08:49:47 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:183.40 total_reward_ma:182.60 loss:-4.443 fps:191.6 +frame:5.20e+05 wall_t:2714 t:32500 epi:nan +opt_step:64750 lr:0.0003 alpha:0.01466 +2026-02-11 08:50:38 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:193.15 total_reward_ma:182.80 loss:-4.453 fps:191.6 +frame:5.30e+05 wall_t:2766 t:33125 epi:nan +opt_step:66000 lr:0.0003 alpha:0.01539 +2026-02-11 08:51:29 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:207.40 total_reward_ma:183.26 loss:-4.338 fps:191.7 +frame:5.40e+05 wall_t:2817 t:33750 epi:nan +opt_step:67250 lr:0.0003 alpha:0.01639 +2026-02-11 08:52:20 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:219.95 total_reward_ma:183.92 loss:-4.445 fps:191.8 +frame:5.50e+05 wall_t:2868 t:34375 epi:nan +opt_step:68500 lr:0.0003 alpha:0.01777 +2026-02-11 08:53:11 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:238.55 total_reward_ma:184.90 loss:-4.285 fps:191.9 +frame:5.60e+05 wall_t:2918 t:35000 epi:nan +opt_step:69750 lr:0.0003 alpha:0.01896 +2026-02-11 08:54:02 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:259.10 total_reward_ma:186.20 loss:-4.378 fps:191.9 +frame:5.70e+05 wall_t:2970 t:35625 epi:nan +opt_step:71000 lr:0.0003 alpha:0.02061 +2026-02-11 08:54:53 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:279.60 total_reward_ma:187.81 loss:-4.461 fps:192 +frame:5.80e+05 wall_t:3021 t:36250 epi:nan +opt_step:72250 lr:0.0003 alpha:0.02165 +2026-02-11 08:55:44 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:303.40 total_reward_ma:189.77 loss:-4.573 fps:192.1 +frame:5.90e+05 wall_t:3072 t:36875 epi:nan +opt_step:73500 lr:0.0003 alpha:0.02279 +2026-02-11 08:56:36 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:313.50 total_reward_ma:191.83 loss:-4.591 fps:192.1 +frame:6.00e+05 wall_t:3124 t:37500 epi:nan +opt_step:74750 lr:0.0003 alpha:0.02293 +2026-02-11 08:57:27 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:333.45 total_reward_ma:194.15 loss:-4.776 fps:192.1 +frame:6.10e+05 wall_t:3175 t:38125 epi:nan +opt_step:76000 lr:0.0003 alpha:0.02394 +2026-02-11 08:58:19 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:357.60 total_reward_ma:196.79 loss:-4.906 fps:192.2 +frame:6.20e+05 wall_t:3226 t:38750 epi:nan +opt_step:77250 lr:0.0003 alpha:0.02414 +2026-02-11 08:59:10 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:361.15 total_reward_ma:199.40 loss:-5.05 fps:192.2 +frame:6.30e+05 wall_t:3277 t:39375 epi:nan +opt_step:78500 lr:0.0003 alpha:0.02479 +2026-02-11 09:00:02 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:378.60 total_reward_ma:202.20 loss:-5.01 fps:192.2 +frame:6.40e+05 wall_t:3330 t:40000 epi:nan +opt_step:79750 lr:0.0003 alpha:0.02542 +2026-02-11 09:00:54 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:388.05 total_reward_ma:205.06 loss:-5.291 fps:192.3 +frame:6.50e+05 wall_t:3381 t:40625 epi:nan +opt_step:81000 lr:0.0003 alpha:0.0254 +2026-02-11 09:01:45 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:391.20 total_reward_ma:207.88 loss:-5.476 fps:192.3 +frame:6.60e+05 wall_t:3432 t:41250 epi:nan +opt_step:82250 lr:0.0003 alpha:0.02654 +2026-02-11 09:02:36 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:399.15 total_reward_ma:210.73 loss:-5.602 fps:192.3 +frame:6.70e+05 wall_t:3484 t:41875 epi:nan +opt_step:83500 lr:0.0003 alpha:0.02708 +2026-02-11 09:03:27 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:421.15 total_reward_ma:213.83 loss:-5.742 fps:192.4 +frame:6.80e+05 wall_t:3534 t:42500 epi:nan +opt_step:84750 lr:0.0003 alpha:0.02782 +2026-02-11 09:04:18 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:430.35 total_reward_ma:216.96 loss:-5.96 fps:192.4 +frame:6.90e+05 wall_t:3586 t:43125 epi:nan +opt_step:86000 lr:0.0003 alpha:0.02842 +2026-02-11 09:05:10 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:433.20 total_reward_ma:220.05 loss:-6.108 fps:192.5 +frame:7.00e+05 wall_t:3637 t:43750 epi:nan +opt_step:87250 lr:0.0003 alpha:0.02901 +2026-02-11 09:06:00 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:455.50 total_reward_ma:223.37 loss:-6.077 fps:192.5 +frame:7.10e+05 wall_t:3688 t:44375 epi:nan +opt_step:88500 lr:0.0003 alpha:0.02987 +2026-02-11 09:06:51 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:465.15 total_reward_ma:226.73 loss:-6.359 fps:192.6 +frame:7.20e+05 wall_t:3738 t:45000 epi:nan +opt_step:89750 lr:0.0003 alpha:0.02988 +2026-02-11 09:07:42 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:474.70 total_reward_ma:230.12 loss:-6.643 fps:192.7 +frame:7.30e+05 wall_t:3789 t:45625 epi:nan +opt_step:91000 lr:0.0003 alpha:0.03039 +2026-02-11 09:08:33 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:474.35 total_reward_ma:233.43 loss:-6.834 fps:192.7 +frame:7.40e+05 wall_t:3841 t:46250 epi:nan +opt_step:92250 lr:0.0003 alpha:0.03051 +2026-02-11 09:09:24 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:485.70 total_reward_ma:236.79 loss:-6.886 fps:192.8 +frame:7.50e+05 wall_t:3891 t:46875 epi:nan +opt_step:93500 lr:0.0003 alpha:0.03083 +2026-02-11 09:10:15 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:494.45 total_reward_ma:240.18 loss:-7.356 fps:192.8 +frame:7.60e+05 wall_t:3942 t:47500 epi:nan +opt_step:94750 lr:0.0003 alpha:0.03189 +2026-02-11 09:11:06 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:482.90 total_reward_ma:243.33 loss:-7.143 fps:192.8 +frame:7.70e+05 wall_t:3993 t:48125 epi:nan +opt_step:96000 lr:0.0003 alpha:0.03314 +2026-02-11 09:11:56 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:471.30 total_reward_ma:246.25 loss:-7.323 fps:192.9 +frame:7.80e+05 wall_t:4044 t:48750 epi:nan +opt_step:97250 lr:0.0003 alpha:0.03294 +2026-02-11 09:12:47 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:463.25 total_reward_ma:249.00 loss:-7.55 fps:193 +frame:7.90e+05 wall_t:4094 t:49375 epi:nan +opt_step:98500 lr:0.0003 alpha:0.03347 +2026-02-11 09:13:38 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:455.95 total_reward_ma:251.59 loss:-7.882 fps:193 +frame:8.00e+05 wall_t:4145 t:50000 epi:nan +opt_step:99750 lr:0.0003 alpha:0.03448 +2026-02-11 09:14:28 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:451.45 total_reward_ma:254.06 loss:-7.854 fps:193 +frame:8.10e+05 wall_t:4196 t:50625 epi:nan +opt_step:101000 lr:0.0003 alpha:0.03415 +2026-02-11 09:15:19 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:464.40 total_reward_ma:256.62 loss:-8.102 fps:193.1 +frame:8.20e+05 wall_t:4247 t:51250 epi:nan +opt_step:102250 lr:0.0003 alpha:0.03538 +2026-02-11 09:16:10 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:464.75 total_reward_ma:259.13 loss:-8.109 fps:193.1 +frame:8.30e+05 wall_t:4298 t:51875 epi:nan +opt_step:103500 lr:0.0003 alpha:0.03595 +2026-02-11 09:17:01 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:460.75 total_reward_ma:261.53 loss:-8.155 fps:193.1 +frame:8.40e+05 wall_t:4349 t:52500 epi:nan +opt_step:104750 lr:0.0003 alpha:0.03602 +2026-02-11 09:17:53 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:460.05 total_reward_ma:263.86 loss:-8.278 fps:193.2 +frame:8.50e+05 wall_t:4400 t:53125 epi:nan +opt_step:106000 lr:0.0003 alpha:0.03595 +2026-02-11 09:18:44 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:471.30 total_reward_ma:266.28 loss:-8.547 fps:193.2 +frame:8.60e+05 wall_t:4452 t:53750 epi:nan +opt_step:107250 lr:0.0003 alpha:0.03668 +2026-02-11 09:19:37 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:473.95 total_reward_ma:268.66 loss:-8.656 fps:193.2 +frame:8.70e+05 wall_t:4504 t:54375 epi:nan +opt_step:108500 lr:0.0003 alpha:0.03652 +2026-02-11 09:20:28 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:470.95 total_reward_ma:270.96 loss:-8.808 fps:193.2 +frame:8.80e+05 wall_t:4555 t:55000 epi:nan +opt_step:109750 lr:0.0003 alpha:0.03684 +2026-02-11 09:21:19 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:475.40 total_reward_ma:273.26 loss:-8.735 fps:193.2 +frame:8.90e+05 wall_t:4606 t:55625 epi:nan +opt_step:111000 lr:0.0003 alpha:0.03755 +2026-02-11 09:22:10 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:472.65 total_reward_ma:275.47 loss:-8.927 fps:193.3 +frame:9.00e+05 wall_t:4657 t:56250 epi:nan +opt_step:112250 lr:0.0003 alpha:0.03696 +2026-02-11 09:23:01 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:483.95 total_reward_ma:277.77 loss:-9.02 fps:193.3 +frame:9.10e+05 wall_t:4708 t:56875 epi:nan +opt_step:113500 lr:0.0003 alpha:0.03702 +2026-02-11 09:23:52 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:492.15 total_reward_ma:280.10 loss:-9.025 fps:193.3 +frame:9.20e+05 wall_t:4759 t:57500 epi:nan +opt_step:114750 lr:0.0003 alpha:0.03766 +2026-02-11 09:24:43 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:512.80 total_reward_ma:282.60 loss:-9.255 fps:193.3 +frame:9.30e+05 wall_t:4810 t:58125 epi:nan +opt_step:116000 lr:0.0003 alpha:0.0377 +2026-02-11 09:25:34 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:499.90 total_reward_ma:284.91 loss:-9.413 fps:193.4 +frame:9.40e+05 wall_t:4861 t:58750 epi:nan +opt_step:117250 lr:0.0003 alpha:0.03741 +2026-02-11 09:26:26 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:497.00 total_reward_ma:287.14 loss:-9.502 fps:193.4 +frame:9.50e+05 wall_t:4913 t:59375 epi:nan +opt_step:118500 lr:0.0003 alpha:0.0378 +2026-02-11 09:27:17 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:509.15 total_reward_ma:289.45 loss:-9.447 fps:193.4 +frame:9.60e+05 wall_t:4964 t:60000 epi:nan +opt_step:119750 lr:0.0003 alpha:0.0376 +2026-02-11 09:28:08 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:502.90 total_reward_ma:291.65 loss:-9.698 fps:193.4 +frame:9.70e+05 wall_t:5016 t:60625 epi:nan +opt_step:121000 lr:0.0003 alpha:0.03795 +2026-02-11 09:28:58 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:499.75 total_reward_ma:293.78 loss:-9.809 fps:193.4 +frame:9.80e+05 wall_t:5066 t:61250 epi:nan +opt_step:122250 lr:0.0003 alpha:0.03794 +2026-02-11 09:29:50 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:502.55 total_reward_ma:295.89 loss:-9.654 fps:193.4 +frame:9.90e+05 wall_t:5118 t:61875 epi:nan +opt_step:123500 lr:0.0003 alpha:0.03847 +2026-02-11 09:30:41 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:492.05 total_reward_ma:297.85 loss:-9.816 fps:193.5 +frame:1.00e+06 wall_t:5169 t:62500 epi:nan +opt_step:124750 lr:0.0003 alpha:0.03874 +2026-02-11 09:31:33 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:482.70 total_reward_ma:301.60 loss:-9.887 fps:193.5 +frame:1.01e+06 wall_t:5220 t:63125 epi:nan +opt_step:126000 lr:0.0003 alpha:0.03871 +2026-02-11 09:32:24 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:481.15 total_reward_ma:304.86 loss:-9.616 fps:193.5 +frame:1.02e+06 wall_t:5271 t:63750 epi:nan +opt_step:127250 lr:0.0003 alpha:0.03808 +2026-02-11 09:33:15 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:484.70 total_reward_ma:308.04 loss:-9.916 fps:193.5 +frame:1.03e+06 wall_t:5322 t:64375 epi:nan +opt_step:128500 lr:0.0003 alpha:0.03808 +2026-02-11 09:34:06 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:485.90 total_reward_ma:311.20 loss:-10.05 fps:193.5 +frame:1.04e+06 wall_t:5374 t:65000 epi:nan +opt_step:129750 lr:0.0003 alpha:0.03896 +2026-02-11 09:34:57 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:490.75 total_reward_ma:314.39 loss:-10.42 fps:193.6 +frame:1.05e+06 wall_t:5424 t:65625 epi:nan +opt_step:131000 lr:0.0003 alpha:0.03801 +2026-02-11 09:35:49 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:490.60 total_reward_ma:317.52 loss:-9.882 fps:193.6 +frame:1.06e+06 wall_t:5476 t:66250 epi:nan +opt_step:132250 lr:0.0003 alpha:0.03894 +2026-02-11 09:36:40 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:498.70 total_reward_ma:320.71 loss:-10.04 fps:193.6 +frame:1.07e+06 wall_t:5528 t:66875 epi:nan +opt_step:133500 lr:0.0003 alpha:0.03893 +2026-02-11 09:37:31 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:492.85 total_reward_ma:323.83 loss:-10.15 fps:193.6 +frame:1.08e+06 wall_t:5579 t:67500 epi:nan +opt_step:134750 lr:0.0003 alpha:0.03893 +2026-02-11 09:38:22 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:512.45 total_reward_ma:327.20 loss:-10.22 fps:193.6 +frame:1.09e+06 wall_t:5630 t:68125 epi:nan +opt_step:136000 lr:0.0003 alpha:0.03881 +2026-02-11 09:39:13 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:511.10 total_reward_ma:330.64 loss:-9.98 fps:193.6 +frame:1.10e+06 wall_t:5681 t:68750 epi:nan +opt_step:137250 lr:0.0003 alpha:0.03923 +2026-02-11 09:40:04 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:509.20 total_reward_ma:334.23 loss:-10.33 fps:193.7 +frame:1.11e+06 wall_t:5731 t:69375 epi:nan +opt_step:138500 lr:0.0003 alpha:0.03834 +2026-02-11 09:40:54 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:510.00 total_reward_ma:337.82 loss:-10.24 fps:193.7 +frame:1.12e+06 wall_t:5782 t:70000 epi:nan +opt_step:139750 lr:0.0003 alpha:0.03857 +2026-02-11 09:41:46 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:515.40 total_reward_ma:341.42 loss:-10.24 fps:193.7 +frame:1.13e+06 wall_t:5833 t:70625 epi:nan +opt_step:141000 lr:0.0003 alpha:0.03805 +2026-02-11 09:42:37 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:515.30 total_reward_ma:345.03 loss:-10.42 fps:193.7 +frame:1.14e+06 wall_t:5885 t:71250 epi:nan +opt_step:142250 lr:0.0003 alpha:0.03831 +2026-02-11 09:43:28 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:502.75 total_reward_ma:348.56 loss:-10.51 fps:193.7 +frame:1.15e+06 wall_t:5936 t:71875 epi:nan +opt_step:143500 lr:0.0003 alpha:0.03864 +2026-02-11 09:44:20 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:497.65 total_reward_ma:351.97 loss:-10.45 fps:193.7 +frame:1.16e+06 wall_t:5988 t:72500 epi:nan +opt_step:144750 lr:0.0003 alpha:0.0382 +2026-02-11 09:45:12 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:506.70 total_reward_ma:355.25 loss:-10.23 fps:193.7 +frame:1.17e+06 wall_t:6039 t:73125 epi:nan +opt_step:146000 lr:0.0003 alpha:0.03728 +2026-02-11 09:46:02 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:503.65 total_reward_ma:358.53 loss:-10.55 fps:193.8 +frame:1.18e+06 wall_t:6090 t:73750 epi:nan +opt_step:147250 lr:0.0003 alpha:0.03757 +2026-02-11 09:46:54 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:511.90 total_reward_ma:361.82 loss:-10.39 fps:193.8 +frame:1.19e+06 wall_t:6141 t:74375 epi:nan +opt_step:148500 lr:0.0003 alpha:0.03736 +2026-02-11 09:47:45 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:506.30 total_reward_ma:365.02 loss:-10.67 fps:193.8 +frame:1.20e+06 wall_t:6193 t:75000 epi:nan +opt_step:149750 lr:0.0003 alpha:0.03749 +2026-02-11 09:48:37 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:514.85 total_reward_ma:368.13 loss:-10.65 fps:193.8 +frame:1.21e+06 wall_t:6244 t:75625 epi:nan +opt_step:151000 lr:0.0003 alpha:0.03729 +2026-02-11 09:49:28 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:506.00 total_reward_ma:371.08 loss:-10.35 fps:193.8 +frame:1.22e+06 wall_t:6296 t:76250 epi:nan +opt_step:152250 lr:0.0003 alpha:0.03714 +2026-02-11 09:50:20 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:517.45 total_reward_ma:374.25 loss:-10.53 fps:193.8 +frame:1.23e+06 wall_t:6347 t:76875 epi:nan +opt_step:153500 lr:0.0003 alpha:0.03666 +2026-02-11 09:51:11 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:525.10 total_reward_ma:377.47 loss:-10.37 fps:193.8 +frame:1.24e+06 wall_t:6398 t:77500 epi:nan +opt_step:154750 lr:0.0003 alpha:0.0363 +2026-02-11 09:52:03 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:534.15 total_reward_ma:380.66 loss:-10.52 fps:193.8 +frame:1.25e+06 wall_t:6450 t:78125 epi:nan +opt_step:156000 lr:0.0003 alpha:0.03638 +2026-02-11 09:52:54 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:526.45 total_reward_ma:383.77 loss:-10.2 fps:193.8 +frame:1.26e+06 wall_t:6501 t:78750 epi:nan +opt_step:157250 lr:0.0003 alpha:0.03689 +2026-02-11 09:53:44 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:528.25 total_reward_ma:386.83 loss:-10.52 fps:193.8 +frame:1.27e+06 wall_t:6552 t:79375 epi:nan +opt_step:158500 lr:0.0003 alpha:0.03615 +2026-02-11 09:54:35 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:534.35 total_reward_ma:389.91 loss:-10.35 fps:193.9 +frame:1.28e+06 wall_t:6603 t:80000 epi:nan +opt_step:159750 lr:0.0003 alpha:0.03626 +2026-02-11 09:55:28 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:539.90 total_reward_ma:393.02 loss:-10.53 fps:193.8 +frame:1.29e+06 wall_t:6656 t:80625 epi:nan +opt_step:161000 lr:0.0003 alpha:0.03556 +2026-02-11 09:56:23 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:540.85 total_reward_ma:396.17 loss:-9.921 fps:193.7 +frame:1.30e+06 wall_t:6710 t:81250 epi:nan +opt_step:162250 lr:0.0003 alpha:0.03533 +2026-02-11 09:57:16 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:544.75 total_reward_ma:399.41 loss:-10.41 fps:193.7 +frame:1.31e+06 wall_t:6764 t:81875 epi:nan +opt_step:163500 lr:0.0003 alpha:0.03534 +2026-02-11 09:58:10 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:542.75 total_reward_ma:402.78 loss:-10.3 fps:193.6 +frame:1.32e+06 wall_t:6818 t:82500 epi:nan +opt_step:164750 lr:0.0003 alpha:0.03548 +2026-02-11 09:59:04 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:543.65 total_reward_ma:406.18 loss:-10.13 fps:193.5 +frame:1.33e+06 wall_t:6872 t:83125 epi:nan +opt_step:166000 lr:0.0003 alpha:0.03433 +2026-02-11 09:59:59 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:549.70 total_reward_ma:409.70 loss:-10.12 fps:193.4 +frame:1.34e+06 wall_t:6927 t:83750 epi:nan +opt_step:167250 lr:0.0003 alpha:0.03448 +2026-02-11 10:00:53 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:550.70 total_reward_ma:413.26 loss:-10.32 fps:193.4 +frame:1.35e+06 wall_t:6980 t:84375 epi:nan +opt_step:168500 lr:0.0003 alpha:0.03487 +2026-02-11 10:01:47 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:547.10 total_reward_ma:416.75 loss:-10.3 fps:193.3 +frame:1.36e+06 wall_t:7034 t:85000 epi:nan +opt_step:169750 lr:0.0003 alpha:0.0345 +2026-02-11 10:02:41 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:527.80 total_reward_ma:420.01 loss:-10.02 fps:193.3 +frame:1.37e+06 wall_t:7088 t:85625 epi:nan +opt_step:171000 lr:0.0003 alpha:0.03368 +2026-02-11 10:03:35 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:534.00 total_reward_ma:423.33 loss:-10.35 fps:193.2 +frame:1.38e+06 wall_t:7142 t:86250 epi:nan +opt_step:172250 lr:0.0003 alpha:0.03404 +2026-02-11 10:04:29 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:530.30 total_reward_ma:426.58 loss:-10.33 fps:193.1 +frame:1.39e+06 wall_t:7197 t:86875 epi:nan +opt_step:173500 lr:0.0003 alpha:0.03333 +2026-02-11 10:05:23 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:531.20 total_reward_ma:429.88 loss:-10.24 fps:193.1 +frame:1.40e+06 wall_t:7251 t:87500 epi:nan +opt_step:174750 lr:0.0003 alpha:0.03325 +2026-02-11 10:06:17 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:537.15 total_reward_ma:433.35 loss:-9.951 fps:193 +frame:1.41e+06 wall_t:7305 t:88125 epi:nan +opt_step:176000 lr:0.0003 alpha:0.03305 +2026-02-11 10:07:11 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:530.95 total_reward_ma:437.02 loss:-9.931 fps:193 +frame:1.42e+06 wall_t:7358 t:88750 epi:nan +opt_step:177250 lr:0.0003 alpha:0.03289 +2026-02-11 10:08:05 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:534.45 total_reward_ma:440.89 loss:-10.02 fps:192.9 +frame:1.43e+06 wall_t:7412 t:89375 epi:nan +opt_step:178500 lr:0.0003 alpha:0.03239 +2026-02-11 10:08:59 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:534.50 total_reward_ma:444.90 loss:-10.06 fps:192.9 +frame:1.44e+06 wall_t:7466 t:90000 epi:nan +opt_step:179750 lr:0.0003 alpha:0.0325 +2026-02-11 10:09:53 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:535.20 total_reward_ma:448.89 loss:-9.933 fps:192.8 +frame:1.45e+06 wall_t:7521 t:90625 epi:nan +opt_step:181000 lr:0.0003 alpha:0.03217 +2026-02-11 10:10:47 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:521.20 total_reward_ma:452.58 loss:-9.97 fps:192.8 +frame:1.46e+06 wall_t:7574 t:91250 epi:nan +opt_step:182250 lr:0.0003 alpha:0.03248 +2026-02-11 10:11:42 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:516.30 total_reward_ma:456.13 loss:-10.05 fps:192.7 +frame:1.47e+06 wall_t:7629 t:91875 epi:nan +opt_step:183500 lr:0.0003 alpha:0.0321 +2026-02-11 10:12:36 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:526.50 total_reward_ma:459.65 loss:-9.661 fps:192.6 +frame:1.48e+06 wall_t:7684 t:92500 epi:nan +opt_step:184750 lr:0.0003 alpha:0.03186 +2026-02-11 10:13:30 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:525.70 total_reward_ma:463.04 loss:-9.741 fps:192.6 +frame:1.49e+06 wall_t:7738 t:93125 epi:nan +opt_step:186000 lr:0.0003 alpha:0.03188 +2026-02-11 10:14:25 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:529.15 total_reward_ma:466.37 loss:-9.64 fps:192.5 +frame:1.50e+06 wall_t:7792 t:93750 epi:nan +opt_step:187250 lr:0.0003 alpha:0.0316 +2026-02-11 10:15:20 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:524.30 total_reward_ma:469.67 loss:-9.93 fps:192.4 +frame:1.51e+06 wall_t:7847 t:94375 epi:nan +opt_step:188500 lr:0.0003 alpha:0.03117 +2026-02-11 10:16:14 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:520.70 total_reward_ma:473.05 loss:-9.85 fps:192.4 +frame:1.52e+06 wall_t:7902 t:95000 epi:nan +opt_step:189750 lr:0.0003 alpha:0.03102 +2026-02-11 10:17:08 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:515.30 total_reward_ma:476.27 loss:-9.782 fps:192.3 +frame:1.53e+06 wall_t:7956 t:95625 epi:nan +opt_step:191000 lr:0.0003 alpha:0.03104 +2026-02-11 10:18:03 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:519.35 total_reward_ma:479.39 loss:-9.664 fps:192.3 +frame:1.54e+06 wall_t:8010 t:96250 epi:nan +opt_step:192250 lr:0.0003 alpha:0.03084 +2026-02-11 10:18:56 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:531.60 total_reward_ma:482.51 loss:-9.663 fps:192.2 +frame:1.55e+06 wall_t:8064 t:96875 epi:nan +opt_step:193500 lr:0.0003 alpha:0.0303 +2026-02-11 10:19:50 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:541.85 total_reward_ma:485.54 loss:-9.803 fps:192.2 +frame:1.56e+06 wall_t:8118 t:97500 epi:nan +opt_step:194750 lr:0.0003 alpha:0.03042 +2026-02-11 10:20:45 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:529.55 total_reward_ma:488.24 loss:-9.578 fps:192.1 +frame:1.57e+06 wall_t:8173 t:98125 epi:nan +opt_step:196000 lr:0.0003 alpha:0.03061 +2026-02-11 10:21:39 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:521.15 total_reward_ma:490.66 loss:-9.617 fps:192.1 +frame:1.58e+06 wall_t:8226 t:98750 epi:nan +opt_step:197250 lr:0.0003 alpha:0.03031 +2026-02-11 10:22:32 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:501.35 total_reward_ma:492.64 loss:-9.478 fps:192 +frame:1.59e+06 wall_t:8280 t:99375 epi:nan +opt_step:198500 lr:0.0003 alpha:0.03033 +2026-02-11 10:23:27 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:518.80 total_reward_ma:494.69 loss:-9.661 fps:192 +frame:1.60e+06 wall_t:8334 t:100000 epi:nan +opt_step:199750 lr:0.0003 alpha:0.03095 +2026-02-11 10:24:21 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:517.80 total_reward_ma:496.53 loss:-9.525 fps:191.9 +frame:1.61e+06 wall_t:8388 t:100625 epi:nan +opt_step:201000 lr:0.0003 alpha:0.03057 +2026-02-11 10:25:15 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:526.65 total_reward_ma:498.23 loss:-9.104 fps:191.9 +frame:1.62e+06 wall_t:8442 t:101250 epi:nan +opt_step:202250 lr:0.0003 alpha:0.03092 +2026-02-11 10:26:09 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:535.25 total_reward_ma:499.97 loss:-9.523 fps:191.9 +frame:1.63e+06 wall_t:8496 t:101875 epi:nan +opt_step:203500 lr:0.0003 alpha:0.03024 +2026-02-11 10:27:03 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:522.10 total_reward_ma:501.40 loss:-8.994 fps:191.8 +frame:1.64e+06 wall_t:8550 t:102500 epi:nan +opt_step:204750 lr:0.0003 alpha:0.0304 +2026-02-11 10:27:57 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:536.15 total_reward_ma:502.88 loss:-9.179 fps:191.7 +frame:1.65e+06 wall_t:8605 t:103125 epi:nan +opt_step:206000 lr:0.0003 alpha:0.03052 +2026-02-11 10:28:53 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:550.20 total_reward_ma:504.47 loss:-9.092 fps:191.7 +frame:1.66e+06 wall_t:8660 t:103750 epi:nan +opt_step:207250 lr:0.0003 alpha:0.03033 +2026-02-11 10:29:47 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:546.90 total_reward_ma:505.95 loss:-9.476 fps:191.6 +frame:1.67e+06 wall_t:8714 t:104375 epi:nan +opt_step:208500 lr:0.0003 alpha:0.0302 +2026-02-11 10:30:40 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:568.20 total_reward_ma:507.42 loss:-9.146 fps:191.6 +frame:1.68e+06 wall_t:8767 t:105000 epi:nan +opt_step:209750 lr:0.0003 alpha:0.03063 +2026-02-11 10:31:34 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:560.75 total_reward_ma:508.72 loss:-8.982 fps:191.6 +frame:1.69e+06 wall_t:8822 t:105625 epi:nan +opt_step:211000 lr:0.0003 alpha:0.0305 +2026-02-11 10:32:28 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:560.20 total_reward_ma:509.99 loss:-8.979 fps:191.5 +frame:1.70e+06 wall_t:8876 t:106250 epi:nan +opt_step:212250 lr:0.0003 alpha:0.02984 +2026-02-11 10:33:23 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:567.45 total_reward_ma:511.11 loss:-9.317 fps:191.5 +frame:1.71e+06 wall_t:8930 t:106875 epi:nan +opt_step:213500 lr:0.0003 alpha:0.02974 +2026-02-11 10:34:17 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:563.85 total_reward_ma:512.10 loss:-9.446 fps:191.4 +frame:1.72e+06 wall_t:8985 t:107500 epi:nan +opt_step:214750 lr:0.0003 alpha:0.02943 +2026-02-11 10:35:11 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:560.15 total_reward_ma:512.96 loss:-9.201 fps:191.4 +frame:1.73e+06 wall_t:9038 t:108125 epi:nan +opt_step:216000 lr:0.0003 alpha:0.02958 +2026-02-11 10:36:05 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:568.95 total_reward_ma:513.90 loss:-9.258 fps:191.4 +frame:1.74e+06 wall_t:9093 t:108750 epi:nan +opt_step:217250 lr:0.0003 alpha:0.02951 +2026-02-11 10:37:00 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:560.40 total_reward_ma:514.65 loss:-8.826 fps:191.3 +frame:1.75e+06 wall_t:9147 t:109375 epi:nan +opt_step:218500 lr:0.0003 alpha:0.02956 +2026-02-11 10:37:55 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:560.15 total_reward_ma:515.30 loss:-9.011 fps:191.3 +frame:1.76e+06 wall_t:9202 t:110000 epi:nan +opt_step:219750 lr:0.0003 alpha:0.02925 +2026-02-11 10:38:49 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:552.00 total_reward_ma:516.00 loss:-8.71 fps:191.2 +frame:1.77e+06 wall_t:9256 t:110625 epi:nan +opt_step:221000 lr:0.0003 alpha:0.02871 +2026-02-11 10:39:43 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:563.25 total_reward_ma:516.92 loss:-8.969 fps:191.2 +frame:1.78e+06 wall_t:9311 t:111250 epi:nan +opt_step:222250 lr:0.0003 alpha:0.0292 +2026-02-11 10:40:37 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:561.15 total_reward_ma:517.89 loss:-9.013 fps:191.1 +frame:1.79e+06 wall_t:9365 t:111875 epi:nan +opt_step:223500 lr:0.0003 alpha:0.02853 +2026-02-11 10:41:31 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:545.15 total_reward_ma:518.79 loss:-9.093 fps:191.1 +frame:1.80e+06 wall_t:9419 t:112500 epi:nan +opt_step:224750 lr:0.0003 alpha:0.02839 +2026-02-11 10:42:25 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:555.30 total_reward_ma:519.82 loss:-8.783 fps:191.1 +frame:1.81e+06 wall_t:9473 t:113125 epi:nan +opt_step:226000 lr:0.0003 alpha:0.02847 +2026-02-11 10:43:20 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:558.65 total_reward_ma:520.77 loss:-8.853 fps:191 +frame:1.82e+06 wall_t:9527 t:113750 epi:nan +opt_step:227250 lr:0.0003 alpha:0.02812 +2026-02-11 10:44:13 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:551.25 total_reward_ma:521.63 loss:-8.82 fps:191 +frame:1.83e+06 wall_t:9581 t:114375 epi:nan +opt_step:228500 lr:0.0003 alpha:0.02801 +2026-02-11 10:45:08 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:548.85 total_reward_ma:522.51 loss:-8.687 fps:191 +frame:1.84e+06 wall_t:9635 t:115000 epi:nan +opt_step:229750 lr:0.0003 alpha:0.02772 +2026-02-11 10:46:02 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:556.75 total_reward_ma:523.48 loss:-8.588 fps:190.9 +frame:1.85e+06 wall_t:9689 t:115625 epi:nan +opt_step:231000 lr:0.0003 alpha:0.02709 +2026-02-11 10:46:56 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:547.90 total_reward_ma:524.25 loss:-8.628 fps:190.9 +frame:1.86e+06 wall_t:9744 t:116250 epi:nan +opt_step:232250 lr:0.0003 alpha:0.02695 +2026-02-11 10:47:50 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:550.90 total_reward_ma:525.02 loss:-8.7 fps:190.9 +frame:1.87e+06 wall_t:9798 t:116875 epi:nan +opt_step:233500 lr:0.0003 alpha:0.02626 +2026-02-11 10:48:44 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:564.60 total_reward_ma:525.95 loss:-8.874 fps:190.8 +frame:1.88e+06 wall_t:9852 t:117500 epi:nan +opt_step:234750 lr:0.0003 alpha:0.02676 +2026-02-11 10:49:39 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:566.25 total_reward_ma:526.86 loss:-8.567 fps:190.8 +frame:1.89e+06 wall_t:9906 t:118125 epi:nan +opt_step:236000 lr:0.0003 alpha:0.02614 +2026-02-11 10:50:33 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:568.80 total_reward_ma:527.82 loss:-8.491 fps:190.7 +frame:1.90e+06 wall_t:9961 t:118750 epi:nan +opt_step:237250 lr:0.0003 alpha:0.02609 +2026-02-11 10:51:27 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:560.25 total_reward_ma:528.59 loss:-8.302 fps:190.7 +frame:1.91e+06 wall_t:10015 t:119375 epi:nan +opt_step:238500 lr:0.0003 alpha:0.02603 +2026-02-11 10:52:21 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:569.20 total_reward_ma:529.36 loss:-8.317 fps:190.7 +frame:1.92e+06 wall_t:10069 t:120000 epi:nan +opt_step:239750 lr:0.0003 alpha:0.02619 +2026-02-11 10:53:15 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:581.40 total_reward_ma:530.04 loss:-8.057 fps:190.7 +frame:1.93e+06 wall_t:10123 t:120625 epi:nan +opt_step:241000 lr:0.0003 alpha:0.02571 +2026-02-11 10:54:09 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:578.90 total_reward_ma:530.83 loss:-8.266 fps:190.6 +frame:1.94e+06 wall_t:10177 t:121250 epi:nan +opt_step:242250 lr:0.0003 alpha:0.02553 +2026-02-11 10:55:04 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:579.15 total_reward_ma:531.65 loss:-8.263 fps:190.6 +frame:1.95e+06 wall_t:10231 t:121875 epi:nan +opt_step:243500 lr:0.0003 alpha:0.0255 +2026-02-11 10:55:58 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:590.15 total_reward_ma:532.46 loss:-8.521 fps:190.6 +frame:1.96e+06 wall_t:10285 t:122500 epi:nan +opt_step:244750 lr:0.0003 alpha:0.02554 +2026-02-11 10:56:52 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:575.75 total_reward_ma:533.19 loss:-8.07 fps:190.5 +frame:1.97e+06 wall_t:10339 t:123125 epi:nan +opt_step:246000 lr:0.0003 alpha:0.02554 +2026-02-11 10:57:45 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:570.60 total_reward_ma:533.90 loss:-8.31 fps:190.5 +frame:1.98e+06 wall_t:10393 t:123750 epi:nan +opt_step:247250 lr:0.0003 alpha:0.0255 +2026-02-11 10:58:39 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:580.30 total_reward_ma:534.68 loss:-8.257 fps:190.5 +frame:1.99e+06 wall_t:10446 t:124375 epi:nan +opt_step:248500 lr:0.0003 alpha:0.02553 +2026-02-11 10:59:32 | INFO | PID:1361 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_spaceinvaders_t0_s3 [train] +total_reward:590.25 total_reward_ma:535.66 loss:-8.212 fps:190.5 +frame:2.00e+06 wall_t:10500 t:125000 epi:nan +opt_step:249750 lr:0.0003 alpha:0.02486 +2026-02-11 10:59:33 | INFO | PID:1361 | slm_lab.lib.logger:info | Session 3 done diff --git a/data/sac_atari_spaceinvaders_2026_02_11_080424/sac_atari_spaceinvaders_spec.json b/data/sac_atari_spaceinvaders_2026_02_11_080424/sac_atari_spaceinvaders_spec.json new file mode 100644 index 0000000000000000000000000000000000000000..4815b47efa969bdb3c01dc82806e5c60babeae72 --- /dev/null +++ b/data/sac_atari_spaceinvaders_2026_02_11_080424/sac_atari_spaceinvaders_spec.json @@ -0,0 +1,98 @@ +{ + "agent": { + "name": "SoftActorCritic", + "algorithm": { + "name": "SoftActorCritic", + "action_pdtype": "Categorical", + "action_policy": "default", + "gamma": 0.99, + "training_start_step": 2000, + "training_frequency": 4, + "training_iter": 2 + }, + "memory": { + "name": "Replay", + "batch_size": 256, + "max_size": 200000, + "use_cer": false + }, + "net": { + "type": "ConvNet", + "shared": false, + "conv_hid_layers": [ + [ + 32, + 8, + 4, + 0, + 1 + ], + [ + 64, + 4, + 2, + 0, + 1 + ], + [ + 64, + 3, + 1, + 0, + 1 + ] + ], + "fc_hid_layers": [ + 512 + ], + "hid_layers_activation": "relu", + "init_fn": "orthogonal_", + "normalize": true, + "batch_norm": false, + "clip_grad_val": 0.5, + "use_same_optim": false, + "loss_spec": { + "name": "SmoothL1Loss" + }, + "optim_spec": { + "name": "AdamW", + "lr": 0.0003, + "eps": 0.0001 + }, + "update_type": "polyak", + "update_frequency": 1, + "polyak_coef": 0.005, + "gpu": "auto" + } + }, + "env": { + "name": "ALE/SpaceInvaders-v5", + "num_envs": 16, + "max_t": null, + "max_frame": 2000000, + "life_loss_info": true + }, + "meta": { + "distributed": false, + "eval_frequency": 10000, + "log_frequency": 10000, + "max_session": 4, + "max_trial": 1, + "rigorous_eval": 0, + "experiment": 0, + "trial": 0, + "session": -1, + "cuda_offset": 0, + "resume": false, + "experiment_ts": "2026_02_11_080424", + "prepath": "data/sac_atari_spaceinvaders_2026_02_11_080424/sac_atari_spaceinvaders_t0", + "git_sha": "unknown", + "random_seed": null, + "predir": "data/sac_atari_spaceinvaders_2026_02_11_080424", + "graph_prepath": "data/sac_atari_spaceinvaders_2026_02_11_080424/graph/sac_atari_spaceinvaders_t0", + "info_prepath": "data/sac_atari_spaceinvaders_2026_02_11_080424/info/sac_atari_spaceinvaders_t0", + "log_prepath": "data/sac_atari_spaceinvaders_2026_02_11_080424/log/sac_atari_spaceinvaders_t0", + "model_prepath": "data/sac_atari_spaceinvaders_2026_02_11_080424/model/sac_atari_spaceinvaders_t0" + }, + "name": "sac_atari_spaceinvaders" +} \ No newline at end of file diff --git a/data/sac_atari_spaceinvaders_2026_02_11_080424/sac_atari_spaceinvaders_t0_spec.json b/data/sac_atari_spaceinvaders_2026_02_11_080424/sac_atari_spaceinvaders_t0_spec.json new file mode 100644 index 0000000000000000000000000000000000000000..4815b47efa969bdb3c01dc82806e5c60babeae72 --- /dev/null +++ b/data/sac_atari_spaceinvaders_2026_02_11_080424/sac_atari_spaceinvaders_t0_spec.json @@ -0,0 +1,98 @@ +{ + "agent": { + "name": "SoftActorCritic", + "algorithm": { + "name": "SoftActorCritic", + "action_pdtype": "Categorical", + "action_policy": "default", + "gamma": 0.99, + "training_start_step": 2000, + "training_frequency": 4, + "training_iter": 2 + }, + "memory": { + "name": "Replay", + "batch_size": 256, + "max_size": 200000, + "use_cer": false + }, + "net": { + "type": "ConvNet", + "shared": false, + "conv_hid_layers": [ + [ + 32, + 8, + 4, + 0, + 1 + ], + [ + 64, + 4, + 2, + 0, + 1 + ], + [ + 64, + 3, + 1, + 0, + 1 + ] + ], + "fc_hid_layers": [ + 512 + ], + "hid_layers_activation": "relu", + "init_fn": "orthogonal_", + "normalize": true, + "batch_norm": false, + "clip_grad_val": 0.5, + "use_same_optim": false, + "loss_spec": { + "name": "SmoothL1Loss" + }, + "optim_spec": { + "name": "AdamW", + "lr": 0.0003, + "eps": 0.0001 + }, + "update_type": "polyak", + "update_frequency": 1, + "polyak_coef": 0.005, + "gpu": "auto" + } + }, + "env": { + "name": "ALE/SpaceInvaders-v5", + "num_envs": 16, + "max_t": null, + "max_frame": 2000000, + "life_loss_info": true + }, + "meta": { + "distributed": false, + 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\ No newline at end of file diff --git a/data/sac_atari_stargunner_2026_02_10_235649/log/sac_atari_stargunner_t0.log b/data/sac_atari_stargunner_2026_02_10_235649/log/sac_atari_stargunner_t0.log new file mode 100644 index 0000000000000000000000000000000000000000..5acef8580e7ba898829da23be116e9589d5ed136 --- /dev/null +++ b/data/sac_atari_stargunner_2026_02_10_235649/log/sac_atari_stargunner_t0.log @@ -0,0 +1,5 @@ +2026-02-11 01:36:44 | INFO | PID:1455 | slm_lab.lib.logger:info | trial_metrics: frame:2.00e+06 | total_reward_ma:2768.47 | strength:1004 | max_strength:5547 | final_strength:5532 | sample_efficiency:-4.248e-07 | training_efficiency:-8.716e-06 | stability:0.9621 | consistency:-1.257 +2026-02-11 01:36:44 | INFO | PID:1455 | slm_lab.lib.logger:info | Trial 0 done +2026-02-11 01:36:44 | INFO | PID:1455 | slm_lab.cli.main:run_spec | Output: data/sac_atari_stargunner_2026_02_10_235649 +2026-02-11 01:36:44 | INFO | PID:1455 | slm_lab.lib.hf:cleanup_models | Cleanup saved 310.3 MB +2026-02-11 01:36:45 | INFO | PID:1455 | slm_lab.lib.hf:upload | Uploading data/sac_atari_stargunner_2026_02_10_235649 to SLM-Lab/benchmark-dev/data/sac_atari_stargunner_2026_02_10_235649... diff --git a/data/sac_atari_stargunner_2026_02_10_235649/log/sac_atari_stargunner_t0_s0.log b/data/sac_atari_stargunner_2026_02_10_235649/log/sac_atari_stargunner_t0_s0.log new file mode 100644 index 0000000000000000000000000000000000000000..cd7e31a3720aa554eec9a0db2964f7f16b64bdd5 --- /dev/null +++ b/data/sac_atari_stargunner_2026_02_10_235649/log/sac_atari_stargunner_t0_s0.log @@ -0,0 +1,982 @@ +2026-02-10 23:56:54 | INFO | PID:1595 | slm_lab.env:_make_vector_env | AtariVectorEnv: 16 envs, native preprocessing +2026-02-10 23:57:38 | INFO | PID:1595 | slm_lab.lib.perf:log_perf_setup | Performance setup: +Platform: GPU NVIDIA RTX A4500 (compute 8.6) +• GPU cuDNN benchmark: enabled +• GPU memory management: enabled +• GPU TF32 acceleration: enabled +2026-02-10 23:57:39 | INFO | PID:1595 | slm_lab.lib.logger:info | SoftActorCritic: +algorithm_spec: + name: SoftActorCritic + action_pdtype: Categorical + action_policy: default + gamma: 0.99 + training_start_step: 10000 + training_frequency: 4 + training_iter: 1 +name: SoftActorCritic +memory_spec: + name: Replay + batch_size: 256 + max_size: 200000 + use_cer: false +action_pdtype: Categorical +training_iter: 1 +training_start_step: 10000 +policy_delay: 1 +entropy_penalty_coef: 0.0 +gamma: 0.99 +training_frequency: 4 +to_train: 0 +_train_step: 0 +shared: False +net: (device:cuda:0) ConvNet( + (conv_model): Sequential( + (0): Conv2d(4, 32, kernel_size=(8, 8), stride=(4, 4)) + (1): ReLU() + (2): Conv2d(32, 64, kernel_size=(4, 4), stride=(2, 2)) + (3): ReLU() + (4): Conv2d(64, 64, kernel_size=(3, 3), stride=(1, 1)) + (5): ReLU() + ) + (fc_model): Sequential( + (0): Linear(in_features=3136, out_features=512, bias=True) + (1): ReLU() + ) + (tails): Sequential( + (0): Linear(in_features=512, out_features=18, bias=True) + ) + (loss_fn): SmoothL1Loss() +) +optim: AdamW ( +Parameter Group 0 + amsgrad: False + betas: (0.9, 0.999) + capturable: False + decoupled_weight_decay: True + differentiable: False + eps: 0.0001 + foreach: None + fused: None + lr: 0.0003 + maximize: False + weight_decay: 0.01 +) +q1_net: (device:cuda:0) ConvNet( + (conv_model): Sequential( + (0): Conv2d(4, 32, kernel_size=(8, 8), stride=(4, 4)) + (1): ReLU() + (2): Conv2d(32, 64, kernel_size=(4, 4), stride=(2, 2)) + (3): ReLU() + (4): Conv2d(64, 64, kernel_size=(3, 3), stride=(1, 1)) + (5): ReLU() + ) + (fc_model): Sequential( + (0): Linear(in_features=3136, out_features=512, bias=True) + (1): ReLU() + ) + (tails): Sequential( + (0): Linear(in_features=512, out_features=18, bias=True) + ) + (loss_fn): SmoothL1Loss() +) +target_q1_net: (device:cuda:0) ConvNet( + (conv_model): Sequential( + (0): Conv2d(4, 32, kernel_size=(8, 8), stride=(4, 4)) + (1): ReLU() + (2): Conv2d(32, 64, kernel_size=(4, 4), stride=(2, 2)) + (3): ReLU() + (4): Conv2d(64, 64, kernel_size=(3, 3), stride=(1, 1)) + (5): ReLU() + ) + (fc_model): Sequential( + (0): Linear(in_features=3136, out_features=512, bias=True) + (1): ReLU() + ) + (tails): Sequential( + (0): Linear(in_features=512, out_features=18, bias=True) + ) + (loss_fn): SmoothL1Loss() +) +q1_optim: AdamW ( +Parameter Group 0 + amsgrad: False + betas: (0.9, 0.999) + capturable: False + decoupled_weight_decay: True + differentiable: False + eps: 0.0001 + foreach: None + fused: None + lr: 0.0003 + maximize: False + weight_decay: 0.01 +) +q2_net: (device:cuda:0) ConvNet( + (conv_model): Sequential( + (0): Conv2d(4, 32, kernel_size=(8, 8), stride=(4, 4)) + (1): ReLU() + (2): Conv2d(32, 64, kernel_size=(4, 4), stride=(2, 2)) + (3): ReLU() + (4): Conv2d(64, 64, kernel_size=(3, 3), stride=(1, 1)) + (5): ReLU() + ) + (fc_model): Sequential( + (0): Linear(in_features=3136, out_features=512, bias=True) + (1): ReLU() + ) + (tails): Sequential( + (0): Linear(in_features=512, out_features=18, bias=True) + ) + (loss_fn): SmoothL1Loss() +) +target_q2_net: (device:cuda:0) ConvNet( + (conv_model): Sequential( + (0): Conv2d(4, 32, kernel_size=(8, 8), stride=(4, 4)) + (1): ReLU() + (2): Conv2d(32, 64, kernel_size=(4, 4), stride=(2, 2)) + (3): ReLU() + (4): Conv2d(64, 64, kernel_size=(3, 3), stride=(1, 1)) + (5): ReLU() + ) + (fc_model): Sequential( + (0): Linear(in_features=3136, out_features=512, bias=True) + (1): ReLU() + ) + (tails): Sequential( + (0): Linear(in_features=512, out_features=18, bias=True) + ) + (loss_fn): SmoothL1Loss() +) +q2_optim: AdamW ( +Parameter Group 0 + amsgrad: False + betas: (0.9, 0.999) + capturable: False + decoupled_weight_decay: True + differentiable: False + eps: 0.0001 + foreach: None + fused: None + lr: 0.0003 + maximize: False + weight_decay: 0.01 +) +net_names: ['net', 'q1_net', 'target_q1_net', 'q2_net', 'target_q2_net'] +target_entropy: 1.7342230547376987 +log_alpha: tensor([0.], device='cuda:0', requires_grad=True) +alpha: tensor([1.], device='cuda:0') +alpha_optim: AdamW ( +Parameter Group 0 + amsgrad: False + betas: (0.9, 0.999) + capturable: False + decoupled_weight_decay: True + differentiable: False + eps: 0.0001 + foreach: None + fused: None + lr: 0.0003 + maximize: False + weight_decay: 0.01 +) +2026-02-10 23:57:45 | INFO | PID:1595 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:600.00 total_reward_ma:600.00 loss:nan fps:208.3 +frame:1.00e+04 wall_t:48 t:625 epi:nan +opt_step:0 lr:0.0003 alpha:1 +2026-02-10 23:58:14 | INFO | PID:1595 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:472.73 total_reward_ma:536.36 loss:-9.281 fps:259.7 +frame:2.00e+04 wall_t:77 t:1250 epi:nan +opt_step:625 lr:0.0003 alpha:0.835 +2026-02-10 23:58:42 | INFO | PID:1595 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:555.00 total_reward_ma:542.58 loss:-14.6 fps:283 +frame:3.00e+04 wall_t:106 t:1875 epi:nan +opt_step:1250 lr:0.0003 alpha:0.7064 +2026-02-10 23:59:14 | INFO | PID:1595 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:568.97 total_reward_ma:549.17 loss:-19.23 fps:292 +frame:4.00e+04 wall_t:137 t:2500 epi:nan +opt_step:1875 lr:0.0003 alpha:0.603 +2026-02-10 23:59:44 | INFO | PID:1595 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:568.42 total_reward_ma:553.02 loss:-22.88 fps:299.4 +frame:5.00e+04 wall_t:167 t:3125 epi:nan +opt_step:2500 lr:0.0003 alpha:0.5181 +2026-02-11 00:00:14 | INFO | PID:1595 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:583.33 total_reward_ma:558.07 loss:-26.07 fps:304.6 +frame:6.00e+04 wall_t:197 t:3750 epi:nan +opt_step:3125 lr:0.0003 alpha:0.4471 +2026-02-11 00:00:44 | INFO | PID:1595 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:614.29 total_reward_ma:566.10 loss:-28.29 fps:308.4 +frame:7.00e+04 wall_t:227 t:4375 epi:nan +opt_step:3750 lr:0.0003 alpha:0.3871 +2026-02-11 00:01:15 | INFO | PID:1595 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:615.15 total_reward_ma:572.24 loss:-30.58 fps:310.1 +frame:8.00e+04 wall_t:258 t:5000 epi:nan +opt_step:4375 lr:0.0003 alpha:0.3358 +2026-02-11 00:01:45 | INFO | PID:1595 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:624.00 total_reward_ma:577.99 loss:-32.05 fps:312.5 +frame:9.00e+04 wall_t:288 t:5625 epi:nan +opt_step:5000 lr:0.0003 alpha:0.2918 +2026-02-11 00:02:15 | INFO | PID:1595 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:614.29 total_reward_ma:581.62 loss:-32.92 fps:314.5 +frame:1.00e+05 wall_t:318 t:6250 epi:nan +opt_step:5625 lr:0.0003 alpha:0.2538 +2026-02-11 00:02:46 | INFO | PID:1595 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:611.58 total_reward_ma:584.34 loss:-34.11 fps:315.2 +frame:1.10e+05 wall_t:349 t:6875 epi:nan +opt_step:6250 lr:0.0003 alpha:0.221 +2026-02-11 00:03:15 | INFO | PID:1595 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:625.00 total_reward_ma:587.73 loss:-34.33 fps:317.5 +frame:1.20e+05 wall_t:378 t:7500 epi:nan +opt_step:6875 lr:0.0003 alpha:0.1925 +2026-02-11 00:03:45 | INFO | PID:1595 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:639.00 total_reward_ma:591.67 loss:-34.33 fps:318.6 +frame:1.30e+05 wall_t:408 t:8125 epi:nan +opt_step:7500 lr:0.0003 alpha:0.1677 +2026-02-11 00:04:16 | INFO | PID:1595 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:642.00 total_reward_ma:595.27 loss:-35.11 fps:318.9 +frame:1.40e+05 wall_t:439 t:8750 epi:nan +opt_step:8125 lr:0.0003 alpha:0.1462 +2026-02-11 00:04:45 | INFO | PID:1595 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:646.00 total_reward_ma:598.65 loss:-35.61 fps:319.8 +frame:1.50e+05 wall_t:469 t:9375 epi:nan +opt_step:8750 lr:0.0003 alpha:0.1275 +2026-02-11 00:05:16 | INFO | PID:1595 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:643.00 total_reward_ma:601.42 loss:-35.38 fps:320.6 +frame:1.60e+05 wall_t:499 t:10000 epi:nan +opt_step:9375 lr:0.0003 alpha:0.1112 +2026-02-11 00:05:46 | INFO | PID:1595 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:644.00 total_reward_ma:603.93 loss:-34.66 fps:321.4 +frame:1.70e+05 wall_t:529 t:10625 epi:nan +opt_step:10000 lr:0.0003 alpha:0.09704 +2026-02-11 00:06:16 | INFO | PID:1595 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:648.00 total_reward_ma:606.37 loss:-33.96 fps:322 +frame:1.80e+05 wall_t:559 t:11250 epi:nan +opt_step:10625 lr:0.0003 alpha:0.08468 +2026-02-11 00:06:46 | INFO | PID:1595 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:648.00 total_reward_ma:608.57 loss:-33.7 fps:322.6 +frame:1.90e+05 wall_t:589 t:11875 epi:nan +opt_step:11250 lr:0.0003 alpha:0.07392 +2026-02-11 00:07:17 | INFO | PID:1595 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:640.00 total_reward_ma:610.14 loss:-33.84 fps:322.6 +frame:2.00e+05 wall_t:620 t:12500 epi:nan +opt_step:11875 lr:0.0003 alpha:0.06454 +2026-02-11 00:07:47 | INFO | PID:1595 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:633.00 total_reward_ma:611.23 loss:-33.41 fps:323.1 +frame:2.10e+05 wall_t:650 t:13125 epi:nan +opt_step:12500 lr:0.0003 alpha:0.05638 +2026-02-11 00:08:17 | INFO | PID:1595 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:645.00 total_reward_ma:612.76 loss:-32.98 fps:323.5 +frame:2.20e+05 wall_t:680 t:13750 epi:nan +opt_step:13125 lr:0.0003 alpha:0.04926 +2026-02-11 00:08:47 | INFO | PID:1595 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:648.00 total_reward_ma:614.29 loss:-31.68 fps:323.9 +frame:2.30e+05 wall_t:710 t:14375 epi:nan +opt_step:13750 lr:0.0003 alpha:0.04306 +2026-02-11 00:09:17 | INFO | PID:1595 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:650.00 total_reward_ma:615.78 loss:-30.92 fps:324.3 +frame:2.40e+05 wall_t:740 t:15000 epi:nan +opt_step:14375 lr:0.0003 alpha:0.03766 +2026-02-11 00:09:46 | INFO | PID:1595 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:661.00 total_reward_ma:617.59 loss:-30.39 fps:324.7 +frame:2.50e+05 wall_t:770 t:15625 epi:nan +opt_step:15000 lr:0.0003 alpha:0.03294 +2026-02-11 00:10:16 | INFO | PID:1595 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:678.00 total_reward_ma:619.91 loss:-30.07 fps:325.4 +frame:2.60e+05 wall_t:799 t:16250 epi:nan +opt_step:15625 lr:0.0003 alpha:0.02884 +2026-02-11 00:10:46 | INFO | PID:1595 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:673.00 total_reward_ma:621.88 loss:-29.48 fps:325.7 +frame:2.70e+05 wall_t:829 t:16875 epi:nan +opt_step:16250 lr:0.0003 alpha:0.02528 +2026-02-11 00:11:16 | INFO | PID:1595 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:711.00 total_reward_ma:625.06 loss:-28.23 fps:326 +frame:2.80e+05 wall_t:859 t:17500 epi:nan +opt_step:16875 lr:0.0003 alpha:0.02214 +2026-02-11 00:11:45 | INFO | PID:1595 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:693.00 total_reward_ma:627.41 loss:-27.82 fps:326.6 +frame:2.90e+05 wall_t:888 t:18125 epi:nan +opt_step:17500 lr:0.0003 alpha:0.01944 +2026-02-11 00:12:14 | INFO | PID:1595 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:695.00 total_reward_ma:629.66 loss:-27.23 fps:326.8 +frame:3.00e+05 wall_t:918 t:18750 epi:nan +opt_step:18125 lr:0.0003 alpha:0.01707 +2026-02-11 00:12:44 | INFO | PID:1595 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:728.00 total_reward_ma:632.83 loss:-26.07 fps:327.3 +frame:3.10e+05 wall_t:947 t:19375 epi:nan +opt_step:18750 lr:0.0003 alpha:0.01504 +2026-02-11 00:13:14 | INFO | PID:1595 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:744.00 total_reward_ma:636.30 loss:-25.88 fps:327.5 +frame:3.20e+05 wall_t:977 t:20000 epi:nan +opt_step:19375 lr:0.0003 alpha:0.01324 +2026-02-11 00:13:43 | INFO | PID:1595 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:735.00 total_reward_ma:639.30 loss:-25.28 fps:328 +frame:3.30e+05 wall_t:1006 t:20625 epi:nan +opt_step:20000 lr:0.0003 alpha:0.01169 +2026-02-11 00:14:13 | INFO | PID:1595 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:745.00 total_reward_ma:642.40 loss:-24.31 fps:328.2 +frame:3.40e+05 wall_t:1036 t:21250 epi:nan +opt_step:20625 lr:0.0003 alpha:0.01032 +2026-02-11 00:14:43 | INFO | PID:1595 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:732.00 total_reward_ma:644.96 loss:-23.52 fps:328.3 +frame:3.50e+05 wall_t:1066 t:21875 epi:nan +opt_step:21250 lr:0.0003 alpha:0.009161 +2026-02-11 00:15:13 | INFO | PID:1595 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:721.00 total_reward_ma:647.08 loss:-22.98 fps:328.5 +frame:3.60e+05 wall_t:1096 t:22500 epi:nan +opt_step:21875 lr:0.0003 alpha:0.008166 +2026-02-11 00:15:43 | INFO | PID:1595 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:705.00 total_reward_ma:648.64 loss:-22.45 fps:328.6 +frame:3.70e+05 wall_t:1126 t:23125 epi:nan +opt_step:22500 lr:0.0003 alpha:0.007303 +2026-02-11 00:16:13 | INFO | PID:1595 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:692.00 total_reward_ma:649.78 loss:-21.91 fps:328.7 +frame:3.80e+05 wall_t:1156 t:23750 epi:nan +opt_step:23125 lr:0.0003 alpha:0.006738 +2026-02-11 00:16:44 | INFO | PID:1595 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:702.00 total_reward_ma:651.12 loss:-21.04 fps:328.6 +frame:3.90e+05 wall_t:1187 t:24375 epi:nan +opt_step:23750 lr:0.0003 alpha:0.006738 +2026-02-11 00:17:13 | INFO | PID:1595 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:696.00 total_reward_ma:652.24 loss:-20.69 fps:328.9 +frame:4.00e+05 wall_t:1216 t:25000 epi:nan +opt_step:24375 lr:0.0003 alpha:0.006738 +2026-02-11 00:17:42 | INFO | PID:1595 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:675.00 total_reward_ma:652.80 loss:-20.04 fps:329.3 +frame:4.10e+05 wall_t:1245 t:25625 epi:nan +opt_step:25000 lr:0.0003 alpha:0.006738 +2026-02-11 00:18:11 | INFO | PID:1595 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:652.00 total_reward_ma:652.78 loss:-19.57 fps:329.7 +frame:4.20e+05 wall_t:1274 t:26250 epi:nan +opt_step:25625 lr:0.0003 alpha:0.006738 +2026-02-11 00:18:41 | INFO | PID:1595 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:641.00 total_reward_ma:652.51 loss:-18.95 fps:329.8 +frame:4.30e+05 wall_t:1304 t:26875 epi:nan +opt_step:26250 lr:0.0003 alpha:0.006738 +2026-02-11 00:19:11 | INFO | PID:1595 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:635.00 total_reward_ma:652.11 loss:-18.37 fps:329.8 +frame:4.40e+05 wall_t:1334 t:27500 epi:nan +opt_step:26875 lr:0.0003 alpha:0.006738 +2026-02-11 00:19:41 | INFO | PID:1595 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:653.00 total_reward_ma:652.13 loss:-17.79 fps:329.9 +frame:4.50e+05 wall_t:1364 t:28125 epi:nan +opt_step:27500 lr:0.0003 alpha:0.006738 +2026-02-11 00:20:11 | INFO | PID:1595 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:647.00 total_reward_ma:652.02 loss:-17.62 fps:330 +frame:4.60e+05 wall_t:1394 t:28750 epi:nan +opt_step:28125 lr:0.0003 alpha:0.006738 +2026-02-11 00:20:41 | INFO | PID:1595 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:643.00 total_reward_ma:651.82 loss:-17.07 fps:329.8 +frame:4.70e+05 wall_t:1425 t:29375 epi:nan +opt_step:28750 lr:0.0003 alpha:0.006738 +2026-02-11 00:21:13 | INFO | PID:1595 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:654.00 total_reward_ma:651.87 loss:-16.45 fps:329.7 +frame:4.80e+05 wall_t:1456 t:30000 epi:nan +opt_step:29375 lr:0.0003 alpha:0.006738 +2026-02-11 00:21:43 | INFO | PID:1595 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:658.00 total_reward_ma:651.99 loss:-16.02 fps:329.5 +frame:4.90e+05 wall_t:1487 t:30625 epi:nan +opt_step:30000 lr:0.0003 alpha:0.006738 +2026-02-11 00:22:11 | INFO | PID:1595 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:637.00 total_reward_ma:651.69 loss:-15.68 fps:330 +frame:5.00e+05 wall_t:1515 t:31250 epi:nan +opt_step:30625 lr:0.0003 alpha:0.006738 +2026-02-11 00:22:41 | INFO | PID:1595 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:628.00 total_reward_ma:651.23 loss:-15.06 fps:330.1 +frame:5.10e+05 wall_t:1545 t:31875 epi:nan +opt_step:31250 lr:0.0003 alpha:0.006738 +2026-02-11 00:23:10 | INFO | PID:1595 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:614.00 total_reward_ma:650.51 loss:-14.93 fps:330.6 +frame:5.20e+05 wall_t:1573 t:32500 epi:nan +opt_step:31875 lr:0.0003 alpha:0.006738 +2026-02-11 00:23:40 | INFO | PID:1595 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:628.00 total_reward_ma:650.09 loss:-14.02 fps:330.6 +frame:5.30e+05 wall_t:1603 t:33125 epi:nan +opt_step:32500 lr:0.0003 alpha:0.006738 +2026-02-11 00:24:09 | INFO | PID:1595 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:647.00 total_reward_ma:650.03 loss:-13.76 fps:330.9 +frame:5.40e+05 wall_t:1632 t:33750 epi:nan +opt_step:33125 lr:0.0003 alpha:0.006738 +2026-02-11 00:24:39 | INFO | PID:1595 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:653.00 total_reward_ma:650.09 loss:-13.69 fps:330.7 +frame:5.50e+05 wall_t:1663 t:34375 epi:nan +opt_step:33750 lr:0.0003 alpha:0.006738 +2026-02-11 00:25:10 | INFO | PID:1595 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:637.00 total_reward_ma:649.85 loss:-13.32 fps:330.8 +frame:5.60e+05 wall_t:1693 t:35000 epi:nan +opt_step:34375 lr:0.0003 alpha:0.006738 +2026-02-11 00:25:39 | INFO | PID:1595 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:643.00 total_reward_ma:649.73 loss:-12.81 fps:331 +frame:5.70e+05 wall_t:1722 t:35625 epi:nan +opt_step:35000 lr:0.0003 alpha:0.006738 +2026-02-11 00:26:08 | INFO | PID:1595 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:633.00 total_reward_ma:649.44 loss:-12.59 fps:331.2 +frame:5.80e+05 wall_t:1751 t:36250 epi:nan +opt_step:35625 lr:0.0003 alpha:0.006738 +2026-02-11 00:26:37 | INFO | PID:1595 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:620.00 total_reward_ma:648.94 loss:-12.46 fps:331.5 +frame:5.90e+05 wall_t:1780 t:36875 epi:nan +opt_step:36250 lr:0.0003 alpha:0.006738 +2026-02-11 00:27:05 | INFO | PID:1595 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:598.00 total_reward_ma:648.10 loss:-12.05 fps:331.9 +frame:6.00e+05 wall_t:1808 t:37500 epi:nan +opt_step:36875 lr:0.0003 alpha:0.006738 +2026-02-11 00:27:34 | INFO | PID:1595 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:604.00 total_reward_ma:647.37 loss:-11.68 fps:332.1 +frame:6.10e+05 wall_t:1837 t:38125 epi:nan +opt_step:37500 lr:0.0003 alpha:0.006738 +2026-02-11 00:28:03 | INFO | PID:1595 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:600.00 total_reward_ma:646.61 loss:-11.17 fps:332.3 +frame:6.20e+05 wall_t:1866 t:38750 epi:nan +opt_step:38125 lr:0.0003 alpha:0.006738 +2026-02-11 00:28:33 | INFO | PID:1595 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:600.00 total_reward_ma:645.87 loss:-11.12 fps:332.3 +frame:6.30e+05 wall_t:1896 t:39375 epi:nan +opt_step:38750 lr:0.0003 alpha:0.006738 +2026-02-11 00:29:03 | INFO | PID:1595 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:587.00 total_reward_ma:644.95 loss:-10.86 fps:332.3 +frame:6.40e+05 wall_t:1926 t:40000 epi:nan +opt_step:39375 lr:0.0003 alpha:0.006738 +2026-02-11 00:29:34 | INFO | PID:1595 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:581.00 total_reward_ma:643.97 loss:-10.69 fps:332 +frame:6.50e+05 wall_t:1958 t:40625 epi:nan +opt_step:40000 lr:0.0003 alpha:0.006738 +2026-02-11 00:30:04 | INFO | PID:1595 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:546.00 total_reward_ma:642.48 loss:-10.41 fps:332.2 +frame:6.60e+05 wall_t:1987 t:41250 epi:nan +opt_step:40625 lr:0.0003 alpha:0.006782 +2026-02-11 00:30:34 | INFO | PID:1595 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:550.00 total_reward_ma:641.10 loss:-10.1 fps:332.2 +frame:6.70e+05 wall_t:2017 t:41875 epi:nan +opt_step:41250 lr:0.0003 alpha:0.006965 +2026-02-11 00:31:03 | INFO | PID:1595 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:522.00 total_reward_ma:639.35 loss:-9.91 fps:332.2 +frame:6.80e+05 wall_t:2047 t:42500 epi:nan +opt_step:41875 lr:0.0003 alpha:0.007569 +2026-02-11 00:31:32 | INFO | PID:1595 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:554.00 total_reward_ma:638.11 loss:-9.593 fps:332.4 +frame:6.90e+05 wall_t:2076 t:43125 epi:nan +opt_step:42500 lr:0.0003 alpha:0.007713 +2026-02-11 00:32:02 | INFO | PID:1595 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:546.00 total_reward_ma:636.80 loss:-9.312 fps:332.5 +frame:7.00e+05 wall_t:2105 t:43750 epi:nan +opt_step:43125 lr:0.0003 alpha:0.008692 +2026-02-11 00:32:32 | INFO | PID:1595 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:537.00 total_reward_ma:635.39 loss:-9.307 fps:332.6 +frame:7.10e+05 wall_t:2135 t:44375 epi:nan +opt_step:43750 lr:0.0003 alpha:0.009539 +2026-02-11 00:33:01 | INFO | PID:1595 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:553.00 total_reward_ma:634.25 loss:-9.043 fps:332.7 +frame:7.20e+05 wall_t:2164 t:45000 epi:nan +opt_step:44375 lr:0.0003 alpha:0.01029 +2026-02-11 00:33:30 | INFO | PID:1595 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:561.00 total_reward_ma:633.24 loss:-8.821 fps:332.9 +frame:7.30e+05 wall_t:2193 t:45625 epi:nan +opt_step:45000 lr:0.0003 alpha:0.01268 +2026-02-11 00:33:59 | INFO | PID:1595 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:564.00 total_reward_ma:632.31 loss:-8.681 fps:333 +frame:7.40e+05 wall_t:2222 t:46250 epi:nan +opt_step:45625 lr:0.0003 alpha:0.0143 +2026-02-11 00:34:30 | INFO | PID:1595 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:558.00 total_reward_ma:631.32 loss:-8.38 fps:332.9 +frame:7.50e+05 wall_t:2253 t:46875 epi:nan +opt_step:46250 lr:0.0003 alpha:0.01591 +2026-02-11 00:34:59 | INFO | PID:1595 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:509.00 total_reward_ma:629.71 loss:-8.334 fps:333 +frame:7.60e+05 wall_t:2282 t:47500 epi:nan +opt_step:46875 lr:0.0003 alpha:0.01724 +2026-02-11 00:35:27 | INFO | PID:1595 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:512.00 total_reward_ma:628.18 loss:-8.044 fps:333.2 +frame:7.70e+05 wall_t:2311 t:48125 epi:nan +opt_step:47500 lr:0.0003 alpha:0.01801 +2026-02-11 00:35:56 | INFO | PID:1595 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:508.00 total_reward_ma:626.64 loss:-8.245 fps:333.5 +frame:7.80e+05 wall_t:2339 t:48750 epi:nan +opt_step:48125 lr:0.0003 alpha:0.01761 +2026-02-11 00:36:25 | INFO | PID:1595 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:507.00 total_reward_ma:625.12 loss:-8.124 fps:333.6 +frame:7.90e+05 wall_t:2368 t:49375 epi:nan +opt_step:48750 lr:0.0003 alpha:0.01519 +2026-02-11 00:36:55 | INFO | PID:1595 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:503.00 total_reward_ma:623.60 loss:-8.026 fps:333.6 +frame:8.00e+05 wall_t:2398 t:50000 epi:nan +opt_step:49375 lr:0.0003 alpha:0.01365 +2026-02-11 00:37:25 | INFO | PID:1595 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:479.00 total_reward_ma:621.81 loss:-7.721 fps:333.6 +frame:8.10e+05 wall_t:2428 t:50625 epi:nan +opt_step:50000 lr:0.0003 alpha:0.01307 +2026-02-11 00:37:53 | INFO | PID:1595 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:471.00 total_reward_ma:619.97 loss:-7.285 fps:333.7 +frame:8.20e+05 wall_t:2457 t:51250 epi:nan +opt_step:50625 lr:0.0003 alpha:0.01163 +2026-02-11 00:38:22 | INFO | PID:1595 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:466.00 total_reward_ma:618.12 loss:-7.42 fps:334 +frame:8.30e+05 wall_t:2485 t:51875 epi:nan +opt_step:51250 lr:0.0003 alpha:0.01087 +2026-02-11 00:38:52 | INFO | PID:1595 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:455.00 total_reward_ma:616.18 loss:-7.318 fps:334 +frame:8.40e+05 wall_t:2515 t:52500 epi:nan +opt_step:51875 lr:0.0003 alpha:0.01027 +2026-02-11 00:39:21 | INFO | PID:1595 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:439.00 total_reward_ma:614.09 loss:-7.307 fps:334.1 +frame:8.50e+05 wall_t:2544 t:53125 epi:nan +opt_step:52500 lr:0.0003 alpha:0.009652 +2026-02-11 00:39:51 | INFO | PID:1595 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:433.00 total_reward_ma:611.99 loss:-7.091 fps:334 +frame:8.60e+05 wall_t:2575 t:53750 epi:nan +opt_step:53125 lr:0.0003 alpha:0.009308 +2026-02-11 00:40:22 | INFO | PID:1595 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:445.00 total_reward_ma:610.07 loss:-6.829 fps:334 +frame:8.70e+05 wall_t:2605 t:54375 epi:nan +opt_step:53750 lr:0.0003 alpha:0.009129 +2026-02-11 00:40:52 | INFO | PID:1595 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:457.00 total_reward_ma:608.33 loss:-6.609 fps:333.8 +frame:8.80e+05 wall_t:2636 t:55000 epi:nan +opt_step:54375 lr:0.0003 alpha:0.008637 +2026-02-11 00:41:22 | INFO | PID:1595 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:446.00 total_reward_ma:606.50 loss:-6.502 fps:334 +frame:8.90e+05 wall_t:2665 t:55625 epi:nan +opt_step:55000 lr:0.0003 alpha:0.00821 +2026-02-11 00:41:52 | INFO | PID:1595 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:442.00 total_reward_ma:604.67 loss:-6.248 fps:334 +frame:9.00e+05 wall_t:2695 t:56250 epi:nan +opt_step:55625 lr:0.0003 alpha:0.008256 +2026-02-11 00:42:21 | INFO | PID:1595 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:427.00 total_reward_ma:602.72 loss:-6.283 fps:334.1 +frame:9.10e+05 wall_t:2724 t:56875 epi:nan +opt_step:56250 lr:0.0003 alpha:0.008781 +2026-02-11 00:42:52 | INFO | PID:1595 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:416.00 total_reward_ma:600.69 loss:-5.983 fps:333.9 +frame:9.20e+05 wall_t:2755 t:57500 epi:nan +opt_step:56875 lr:0.0003 alpha:0.008418 +2026-02-11 00:43:23 | INFO | PID:1595 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:410.00 total_reward_ma:598.64 loss:-5.926 fps:333.8 +frame:9.30e+05 wall_t:2786 t:58125 epi:nan +opt_step:57500 lr:0.0003 alpha:0.008932 +2026-02-11 00:43:52 | INFO | PID:1595 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:407.00 total_reward_ma:596.60 loss:-5.76 fps:333.9 +frame:9.40e+05 wall_t:2815 t:58750 epi:nan +opt_step:58125 lr:0.0003 alpha:0.00901 +2026-02-11 00:44:21 | INFO | PID:1595 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:411.00 total_reward_ma:594.65 loss:-5.541 fps:333.9 +frame:9.50e+05 wall_t:2845 t:59375 epi:nan +opt_step:58750 lr:0.0003 alpha:0.009322 +2026-02-11 00:44:52 | INFO | PID:1595 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:409.00 total_reward_ma:592.72 loss:-5.45 fps:333.9 +frame:9.60e+05 wall_t:2875 t:60000 epi:nan +opt_step:59375 lr:0.0003 alpha:0.009268 +2026-02-11 00:45:22 | INFO | PID:1595 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:413.00 total_reward_ma:590.86 loss:-5.459 fps:333.9 +frame:9.70e+05 wall_t:2905 t:60625 epi:nan +opt_step:60000 lr:0.0003 alpha:0.00916 +2026-02-11 00:45:52 | INFO | PID:1595 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:414.00 total_reward_ma:589.06 loss:-5.267 fps:333.9 +frame:9.80e+05 wall_t:2935 t:61250 epi:nan +opt_step:60625 lr:0.0003 alpha:0.009521 +2026-02-11 00:46:22 | INFO | PID:1595 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:413.00 total_reward_ma:587.28 loss:-5.106 fps:333.9 +frame:9.90e+05 wall_t:2965 t:61875 epi:nan +opt_step:61250 lr:0.0003 alpha:0.00977 +2026-02-11 00:46:52 | INFO | PID:1595 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:419.00 total_reward_ma:585.60 loss:-4.951 fps:333.9 +frame:1.00e+06 wall_t:2995 t:62500 epi:nan +opt_step:61875 lr:0.0003 alpha:0.009497 +2026-02-11 00:47:21 | INFO | PID:1595 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:419.00 total_reward_ma:583.79 loss:-4.964 fps:334 +frame:1.01e+06 wall_t:3024 t:63125 epi:nan +opt_step:62500 lr:0.0003 alpha:0.009645 +2026-02-11 00:47:50 | INFO | PID:1595 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:457.00 total_reward_ma:583.63 loss:-4.844 fps:334.1 +frame:1.02e+06 wall_t:3053 t:63750 epi:nan +opt_step:63125 lr:0.0003 alpha:0.009973 +2026-02-11 00:48:19 | INFO | PID:1595 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:452.00 total_reward_ma:582.60 loss:-4.844 fps:334.1 +frame:1.03e+06 wall_t:3083 t:64375 epi:nan +opt_step:63750 lr:0.0003 alpha:0.01028 +2026-02-11 00:48:48 | INFO | PID:1595 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:471.00 total_reward_ma:581.62 loss:-4.765 fps:334.3 +frame:1.04e+06 wall_t:3111 t:65000 epi:nan +opt_step:64375 lr:0.0003 alpha:0.01036 +2026-02-11 00:49:18 | INFO | PID:1595 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:521.00 total_reward_ma:581.15 loss:-4.722 fps:334.3 +frame:1.05e+06 wall_t:3141 t:65625 epi:nan +opt_step:65000 lr:0.0003 alpha:0.01001 +2026-02-11 00:49:47 | INFO | PID:1595 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:536.00 total_reward_ma:580.67 loss:-4.547 fps:334.4 +frame:1.06e+06 wall_t:3170 t:66250 epi:nan +opt_step:65625 lr:0.0003 alpha:0.009812 +2026-02-11 00:50:16 | INFO | PID:1595 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:548.00 total_reward_ma:580.01 loss:-4.558 fps:334.5 +frame:1.07e+06 wall_t:3199 t:66875 epi:nan +opt_step:66250 lr:0.0003 alpha:0.009433 +2026-02-11 00:50:45 | INFO | PID:1595 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:589.00 total_reward_ma:579.75 loss:-4.401 fps:334.6 +frame:1.08e+06 wall_t:3228 t:67500 epi:nan +opt_step:66875 lr:0.0003 alpha:0.009169 +2026-02-11 00:51:15 | INFO | PID:1595 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:619.00 total_reward_ma:579.70 loss:-4.45 fps:334.6 +frame:1.09e+06 wall_t:3258 t:68125 epi:nan +opt_step:67500 lr:0.0003 alpha:0.008602 +2026-02-11 00:51:45 | INFO | PID:1595 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:639.00 total_reward_ma:579.95 loss:-4.292 fps:334.5 +frame:1.10e+06 wall_t:3288 t:68750 epi:nan +opt_step:68125 lr:0.0003 alpha:0.008404 +2026-02-11 00:52:14 | INFO | PID:1595 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:650.00 total_reward_ma:580.33 loss:-4.265 fps:334.6 +frame:1.11e+06 wall_t:3317 t:69375 epi:nan +opt_step:68750 lr:0.0003 alpha:0.008608 +2026-02-11 00:52:44 | INFO | PID:1595 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:660.00 total_reward_ma:580.68 loss:-4.168 fps:334.6 +frame:1.12e+06 wall_t:3347 t:70000 epi:nan +opt_step:69375 lr:0.0003 alpha:0.008624 +2026-02-11 00:53:13 | INFO | PID:1595 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:660.00 total_reward_ma:580.89 loss:-4.122 fps:334.7 +frame:1.13e+06 wall_t:3376 t:70625 epi:nan +opt_step:70000 lr:0.0003 alpha:0.00893 +2026-02-11 00:53:43 | INFO | PID:1595 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:662.00 total_reward_ma:581.09 loss:-4.078 fps:334.7 +frame:1.14e+06 wall_t:3406 t:71250 epi:nan +opt_step:70625 lr:0.0003 alpha:0.008692 +2026-02-11 00:54:13 | INFO | PID:1595 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:673.00 total_reward_ma:581.36 loss:-3.997 fps:334.7 +frame:1.15e+06 wall_t:3436 t:71875 epi:nan +opt_step:71250 lr:0.0003 alpha:0.008166 +2026-02-11 00:54:43 | INFO | PID:1595 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:641.00 total_reward_ma:581.34 loss:-3.95 fps:334.7 +frame:1.16e+06 wall_t:3466 t:72500 epi:nan +opt_step:71875 lr:0.0003 alpha:0.007475 +2026-02-11 00:55:12 | INFO | PID:1595 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:635.00 total_reward_ma:581.25 loss:-3.854 fps:334.8 +frame:1.17e+06 wall_t:3495 t:73125 epi:nan +opt_step:72500 lr:0.0003 alpha:0.00759 +2026-02-11 00:55:41 | INFO | PID:1595 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:635.00 total_reward_ma:581.12 loss:-3.862 fps:334.8 +frame:1.18e+06 wall_t:3524 t:73750 epi:nan +opt_step:73125 lr:0.0003 alpha:0.007201 +2026-02-11 00:56:12 | INFO | PID:1595 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:593.00 total_reward_ma:580.57 loss:-3.689 fps:334.7 +frame:1.19e+06 wall_t:3555 t:74375 epi:nan +opt_step:73750 lr:0.0003 alpha:0.007125 +2026-02-11 00:56:42 | INFO | PID:1595 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:585.00 total_reward_ma:580.02 loss:-3.796 fps:334.7 +frame:1.20e+06 wall_t:3585 t:75000 epi:nan +opt_step:74375 lr:0.0003 alpha:0.006738 +2026-02-11 00:57:12 | INFO | PID:1595 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:551.00 total_reward_ma:579.20 loss:-3.598 fps:334.7 +frame:1.21e+06 wall_t:3615 t:75625 epi:nan +opt_step:75000 lr:0.0003 alpha:0.006738 +2026-02-11 00:57:42 | INFO | PID:1595 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:552.00 total_reward_ma:578.27 loss:-3.583 fps:334.7 +frame:1.22e+06 wall_t:3645 t:76250 epi:nan +opt_step:75625 lr:0.0003 alpha:0.006738 +2026-02-11 00:58:11 | INFO | PID:1595 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:552.00 total_reward_ma:577.31 loss:-3.54 fps:334.8 +frame:1.23e+06 wall_t:3674 t:76875 epi:nan +opt_step:76250 lr:0.0003 alpha:0.006738 +2026-02-11 00:58:41 | INFO | PID:1595 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:521.00 total_reward_ma:576.02 loss:-3.491 fps:334.8 +frame:1.24e+06 wall_t:3704 t:77500 epi:nan +opt_step:76875 lr:0.0003 alpha:0.006738 +2026-02-11 00:59:10 | INFO | PID:1595 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:517.00 total_reward_ma:574.58 loss:-3.439 fps:334.9 +frame:1.25e+06 wall_t:3733 t:78125 epi:nan +opt_step:77500 lr:0.0003 alpha:0.006738 +2026-02-11 00:59:39 | INFO | PID:1595 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:507.00 total_reward_ma:572.87 loss:-3.369 fps:334.9 +frame:1.26e+06 wall_t:3762 t:78750 epi:nan +opt_step:78125 lr:0.0003 alpha:0.006738 +2026-02-11 01:00:09 | INFO | PID:1595 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:487.00 total_reward_ma:571.01 loss:-3.312 fps:334.9 +frame:1.27e+06 wall_t:3792 t:79375 epi:nan +opt_step:78750 lr:0.0003 alpha:0.006738 +2026-02-11 01:00:38 | INFO | PID:1595 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:526.00 total_reward_ma:569.16 loss:-3.347 fps:335 +frame:1.28e+06 wall_t:3821 t:80000 epi:nan +opt_step:79375 lr:0.0003 alpha:0.006738 +2026-02-11 01:01:08 | INFO | PID:1595 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:511.00 total_reward_ma:567.34 loss:-3.221 fps:335 +frame:1.29e+06 wall_t:3851 t:80625 epi:nan +opt_step:80000 lr:0.0003 alpha:0.006738 +2026-02-11 01:01:38 | INFO | PID:1595 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:511.00 total_reward_ma:565.50 loss:-3.151 fps:335 +frame:1.30e+06 wall_t:3881 t:81250 epi:nan +opt_step:80625 lr:0.0003 alpha:0.006738 +2026-02-11 01:02:07 | INFO | PID:1595 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:509.00 total_reward_ma:563.31 loss:-3.156 fps:335 +frame:1.31e+06 wall_t:3910 t:81875 epi:nan +opt_step:81250 lr:0.0003 alpha:0.006738 +2026-02-11 01:02:38 | INFO | PID:1595 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:512.00 total_reward_ma:560.99 loss:-3.092 fps:334.9 +frame:1.32e+06 wall_t:3941 t:82500 epi:nan +opt_step:81875 lr:0.0003 alpha:0.006738 +2026-02-11 01:03:08 | INFO | PID:1595 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:520.00 total_reward_ma:558.84 loss:-3.002 fps:334.9 +frame:1.33e+06 wall_t:3971 t:83125 epi:nan +opt_step:82500 lr:0.0003 alpha:0.006738 +2026-02-11 01:03:38 | INFO | PID:1595 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:526.00 total_reward_ma:556.65 loss:-3.027 fps:334.9 +frame:1.34e+06 wall_t:4001 t:83750 epi:nan +opt_step:83125 lr:0.0003 alpha:0.006738 +2026-02-11 01:04:08 | INFO | PID:1595 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:509.00 total_reward_ma:554.42 loss:-2.939 fps:334.9 +frame:1.35e+06 wall_t:4031 t:84375 epi:nan +opt_step:83750 lr:0.0003 alpha:0.006738 +2026-02-11 01:04:37 | INFO | PID:1595 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:527.00 total_reward_ma:552.48 loss:-2.889 fps:335 +frame:1.36e+06 wall_t:4060 t:85000 epi:nan +opt_step:84375 lr:0.0003 alpha:0.006738 +2026-02-11 01:05:07 | INFO | PID:1595 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:542.00 total_reward_ma:550.85 loss:-2.891 fps:335 +frame:1.37e+06 wall_t:4090 t:85625 epi:nan +opt_step:85000 lr:0.0003 alpha:0.006738 +2026-02-11 01:05:36 | INFO | PID:1595 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:535.00 total_reward_ma:549.28 loss:-2.767 fps:335 +frame:1.38e+06 wall_t:4119 t:86250 epi:nan +opt_step:85625 lr:0.0003 alpha:0.006738 +2026-02-11 01:06:05 | INFO | PID:1595 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:554.00 total_reward_ma:547.80 loss:-2.775 fps:335.1 +frame:1.39e+06 wall_t:4148 t:86875 epi:nan +opt_step:86250 lr:0.0003 alpha:0.006738 +2026-02-11 01:06:36 | INFO | PID:1595 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:581.00 total_reward_ma:546.65 loss:-2.8 fps:335 +frame:1.40e+06 wall_t:4179 t:87500 epi:nan +opt_step:86875 lr:0.0003 alpha:0.006738 +2026-02-11 01:07:05 | INFO | PID:1595 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:594.00 total_reward_ma:545.84 loss:-2.706 fps:335 +frame:1.41e+06 wall_t:4209 t:88125 epi:nan +opt_step:87500 lr:0.0003 alpha:0.006738 +2026-02-11 01:07:36 | INFO | PID:1595 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:626.00 total_reward_ma:545.58 loss:-2.677 fps:335 +frame:1.42e+06 wall_t:4239 t:88750 epi:nan +opt_step:88125 lr:0.0003 alpha:0.006738 +2026-02-11 01:08:06 | INFO | PID:1595 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:644.00 total_reward_ma:545.61 loss:-2.673 fps:335 +frame:1.43e+06 wall_t:4269 t:89375 epi:nan +opt_step:88750 lr:0.0003 alpha:0.006738 +2026-02-11 01:08:36 | INFO | PID:1595 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:634.00 total_reward_ma:545.60 loss:-2.625 fps:335 +frame:1.44e+06 wall_t:4299 t:90000 epi:nan +opt_step:89375 lr:0.0003 alpha:0.006738 +2026-02-11 01:09:05 | INFO | PID:1595 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:662.00 total_reward_ma:545.69 loss:-2.565 fps:335 +frame:1.45e+06 wall_t:4328 t:90625 epi:nan +opt_step:90000 lr:0.0003 alpha:0.006738 +2026-02-11 01:09:35 | INFO | PID:1595 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:653.00 total_reward_ma:545.75 loss:-2.546 fps:335 +frame:1.46e+06 wall_t:4358 t:91250 epi:nan +opt_step:90625 lr:0.0003 alpha:0.006738 +2026-02-11 01:10:05 | INFO | PID:1595 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:656.00 total_reward_ma:545.88 loss:-2.564 fps:335 +frame:1.47e+06 wall_t:4388 t:91875 epi:nan +opt_step:91250 lr:0.0003 alpha:0.006738 +2026-02-11 01:10:35 | INFO | PID:1595 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:660.00 total_reward_ma:545.94 loss:-2.526 fps:335 +frame:1.48e+06 wall_t:4418 t:92500 epi:nan +opt_step:91875 lr:0.0003 alpha:0.006738 +2026-02-11 01:11:05 | INFO | PID:1595 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:659.00 total_reward_ma:545.95 loss:-2.546 fps:335 +frame:1.49e+06 wall_t:4448 t:93125 epi:nan +opt_step:92500 lr:0.0003 alpha:0.006738 +2026-02-11 01:11:35 | INFO | PID:1595 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:656.00 total_reward_ma:546.14 loss:-2.444 fps:335 +frame:1.50e+06 wall_t:4478 t:93750 epi:nan +opt_step:93125 lr:0.0003 alpha:0.006738 +2026-02-11 01:12:05 | INFO | PID:1595 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:663.00 total_reward_ma:546.49 loss:-2.421 fps:335 +frame:1.51e+06 wall_t:4508 t:94375 epi:nan +opt_step:93750 lr:0.0003 alpha:0.006765 +2026-02-11 01:12:34 | INFO | PID:1595 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:665.00 total_reward_ma:547.00 loss:-2.429 fps:335 +frame:1.52e+06 wall_t:4537 t:95000 epi:nan +opt_step:94375 lr:0.0003 alpha:0.006738 +2026-02-11 01:13:04 | INFO | PID:1595 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:657.00 total_reward_ma:547.29 loss:-2.448 fps:335 +frame:1.53e+06 wall_t:4567 t:95625 epi:nan +opt_step:95000 lr:0.0003 alpha:0.006748 +2026-02-11 01:13:33 | INFO | PID:1595 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:663.00 total_reward_ma:547.45 loss:-2.38 fps:335.1 +frame:1.54e+06 wall_t:4596 t:96250 epi:nan +opt_step:95625 lr:0.0003 alpha:0.006738 +2026-02-11 01:14:03 | INFO | PID:1595 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:658.00 total_reward_ma:547.50 loss:-2.406 fps:335.1 +frame:1.55e+06 wall_t:4626 t:96875 epi:nan +opt_step:96250 lr:0.0003 alpha:0.006738 +2026-02-11 01:14:33 | INFO | PID:1595 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:654.00 total_reward_ma:547.67 loss:-2.337 fps:335.1 +frame:1.56e+06 wall_t:4656 t:97500 epi:nan +opt_step:96875 lr:0.0003 alpha:0.006738 +2026-02-11 01:15:03 | INFO | PID:1595 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:687.00 total_reward_ma:548.11 loss:-2.295 fps:335 +frame:1.57e+06 wall_t:4686 t:98125 epi:nan +opt_step:97500 lr:0.0003 alpha:0.006738 +2026-02-11 01:15:33 | INFO | PID:1595 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:697.00 total_reward_ma:548.75 loss:-2.338 fps:335 +frame:1.58e+06 wall_t:4716 t:98750 epi:nan +opt_step:98125 lr:0.0003 alpha:0.006738 +2026-02-11 01:16:03 | INFO | PID:1595 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:730.00 total_reward_ma:549.85 loss:-2.251 fps:334.9 +frame:1.59e+06 wall_t:4747 t:99375 epi:nan +opt_step:98750 lr:0.0003 alpha:0.00674 +2026-02-11 01:16:32 | INFO | PID:1595 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:756.00 total_reward_ma:551.43 loss:-2.223 fps:335.1 +frame:1.60e+06 wall_t:4775 t:100000 epi:nan +opt_step:99375 lr:0.0003 alpha:0.006738 +2026-02-11 01:17:02 | INFO | PID:1595 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:779.00 total_reward_ma:553.18 loss:-2.27 fps:335.1 +frame:1.61e+06 wall_t:4805 t:100625 epi:nan +opt_step:100000 lr:0.0003 alpha:0.006738 +2026-02-11 01:17:32 | INFO | PID:1595 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:803.00 total_reward_ma:555.21 loss:-2.23 fps:335.1 +frame:1.62e+06 wall_t:4835 t:101250 epi:nan +opt_step:100625 lr:0.0003 alpha:0.00677 +2026-02-11 01:18:02 | INFO | PID:1595 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:853.00 total_reward_ma:557.74 loss:-2.243 fps:335 +frame:1.63e+06 wall_t:4865 t:101875 epi:nan +opt_step:101250 lr:0.0003 alpha:0.006764 +2026-02-11 01:18:31 | INFO | PID:1595 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:885.00 total_reward_ma:560.72 loss:-2.226 fps:335.1 +frame:1.64e+06 wall_t:4894 t:102500 epi:nan +opt_step:101875 lr:0.0003 alpha:0.006738 +2026-02-11 01:19:00 | INFO | PID:1595 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:912.00 total_reward_ma:564.03 loss:-2.13 fps:335.1 +frame:1.65e+06 wall_t:4924 t:103125 epi:nan +opt_step:102500 lr:0.0003 alpha:0.006738 +2026-02-11 01:19:30 | INFO | PID:1595 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:996.00 total_reward_ma:568.53 loss:-2.183 fps:335.1 +frame:1.66e+06 wall_t:4954 t:103750 epi:nan +opt_step:103125 lr:0.0003 alpha:0.006738 +2026-02-11 01:20:00 | INFO | PID:1595 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:1016.00 total_reward_ma:573.19 loss:-2.186 fps:335.1 +frame:1.67e+06 wall_t:4983 t:104375 epi:nan +opt_step:103750 lr:0.0003 alpha:0.006738 +2026-02-11 01:20:31 | INFO | PID:1595 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:1033.00 total_reward_ma:578.30 loss:-2.194 fps:335.1 +frame:1.68e+06 wall_t:5014 t:105000 epi:nan +opt_step:104375 lr:0.0003 alpha:0.006738 +2026-02-11 01:21:01 | INFO | PID:1595 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:1052.00 total_reward_ma:583.28 loss:-2.168 fps:335.1 +frame:1.69e+06 wall_t:5044 t:105625 epi:nan +opt_step:105000 lr:0.0003 alpha:0.006738 +2026-02-11 01:21:30 | INFO | PID:1595 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:1093.00 total_reward_ma:588.75 loss:-2.119 fps:335.1 +frame:1.70e+06 wall_t:5073 t:106250 epi:nan +opt_step:105625 lr:0.0003 alpha:0.006738 +2026-02-11 01:22:00 | INFO | PID:1595 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:1177.00 total_reward_ma:595.15 loss:-2.145 fps:335.1 +frame:1.71e+06 wall_t:5103 t:106875 epi:nan +opt_step:106250 lr:0.0003 alpha:0.006738 +2026-02-11 01:22:30 | INFO | PID:1595 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:1202.00 total_reward_ma:601.64 loss:-2.154 fps:335 +frame:1.72e+06 wall_t:5134 t:107500 epi:nan +opt_step:106875 lr:0.0003 alpha:0.006738 +2026-02-11 01:23:00 | INFO | PID:1595 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:1231.00 total_reward_ma:608.34 loss:-2.152 fps:335.1 +frame:1.73e+06 wall_t:5163 t:108125 epi:nan +opt_step:107500 lr:0.0003 alpha:0.006738 +2026-02-11 01:23:30 | INFO | PID:1595 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:1271.00 total_reward_ma:615.41 loss:-2.146 fps:335.1 +frame:1.74e+06 wall_t:5193 t:108750 epi:nan +opt_step:108125 lr:0.0003 alpha:0.006738 +2026-02-11 01:23:58 | INFO | PID:1595 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:1291.00 total_reward_ma:622.74 loss:-2.15 fps:335.1 +frame:1.75e+06 wall_t:5222 t:109375 epi:nan +opt_step:108750 lr:0.0003 alpha:0.006738 +2026-02-11 01:24:28 | INFO | PID:1595 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:1328.00 total_reward_ma:630.93 loss:-2.102 fps:335.2 +frame:1.76e+06 wall_t:5251 t:110000 epi:nan +opt_step:109375 lr:0.0003 alpha:0.006738 +2026-02-11 01:24:57 | INFO | PID:1595 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:1317.00 total_reward_ma:638.98 loss:-2.142 fps:335.2 +frame:1.77e+06 wall_t:5281 t:110625 epi:nan +opt_step:110000 lr:0.0003 alpha:0.006738 +2026-02-11 01:25:26 | INFO | PID:1595 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:1327.00 total_reward_ma:647.17 loss:-2.114 fps:335.3 +frame:1.78e+06 wall_t:5309 t:111250 epi:nan +opt_step:110625 lr:0.0003 alpha:0.006738 +2026-02-11 01:25:56 | INFO | PID:1595 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:1402.00 total_reward_ma:656.12 loss:-2.106 fps:335.3 +frame:1.79e+06 wall_t:5339 t:111875 epi:nan +opt_step:111250 lr:0.0003 alpha:0.006738 +2026-02-11 01:26:26 | INFO | PID:1595 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:1447.00 total_reward_ma:665.56 loss:-2.144 fps:335.3 +frame:1.80e+06 wall_t:5369 t:112500 epi:nan +opt_step:111875 lr:0.0003 alpha:0.006738 +2026-02-11 01:26:57 | INFO | PID:1595 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:1454.00 total_reward_ma:675.31 loss:-2.115 fps:335.2 +frame:1.81e+06 wall_t:5400 t:113125 epi:nan +opt_step:112500 lr:0.0003 alpha:0.006738 +2026-02-11 01:27:27 | INFO | PID:1595 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:1469.00 total_reward_ma:685.29 loss:-2.11 fps:335.2 +frame:1.82e+06 wall_t:5430 t:113750 epi:nan +opt_step:113125 lr:0.0003 alpha:0.006738 +2026-02-11 01:27:57 | INFO | PID:1595 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:1461.00 total_reward_ma:695.24 loss:-2.119 fps:335.1 +frame:1.83e+06 wall_t:5461 t:114375 epi:nan +opt_step:113750 lr:0.0003 alpha:0.006738 +2026-02-11 01:28:27 | INFO | PID:1595 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:1476.00 total_reward_ma:705.45 loss:-2.057 fps:335.2 +frame:1.84e+06 wall_t:5490 t:115000 epi:nan +opt_step:114375 lr:0.0003 alpha:0.006738 +2026-02-11 01:28:56 | INFO | PID:1595 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:1490.00 total_reward_ma:715.96 loss:-2.14 fps:335.2 +frame:1.85e+06 wall_t:5519 t:115625 epi:nan +opt_step:115000 lr:0.0003 alpha:0.006738 +2026-02-11 01:29:26 | INFO | PID:1595 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:1541.00 total_reward_ma:727.04 loss:-2.169 fps:335.2 +frame:1.86e+06 wall_t:5549 t:116250 epi:nan +opt_step:115625 lr:0.0003 alpha:0.006738 +2026-02-11 01:29:57 | INFO | PID:1595 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:1530.00 total_reward_ma:737.89 loss:-2.114 fps:335.1 +frame:1.87e+06 wall_t:5580 t:116875 epi:nan +opt_step:116250 lr:0.0003 alpha:0.006738 +2026-02-11 01:30:28 | INFO | PID:1595 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:1519.00 total_reward_ma:748.51 loss:-2.143 fps:335.1 +frame:1.88e+06 wall_t:5611 t:117500 epi:nan +opt_step:116875 lr:0.0003 alpha:0.006738 +2026-02-11 01:30:59 | INFO | PID:1595 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:1523.00 total_reward_ma:759.28 loss:-2.148 fps:335 +frame:1.89e+06 wall_t:5642 t:118125 epi:nan +opt_step:117500 lr:0.0003 alpha:0.006738 +2026-02-11 01:31:29 | INFO | PID:1595 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:1543.00 total_reward_ma:770.29 loss:-2.097 fps:335 +frame:1.90e+06 wall_t:5672 t:118750 epi:nan +opt_step:118125 lr:0.0003 alpha:0.006738 +2026-02-11 01:32:00 | INFO | PID:1595 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:1519.00 total_reward_ma:781.21 loss:-2.067 fps:334.9 +frame:1.91e+06 wall_t:5703 t:119375 epi:nan +opt_step:118750 lr:0.0003 alpha:0.006738 +2026-02-11 01:32:30 | INFO | PID:1595 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:1530.00 total_reward_ma:792.35 loss:-2.161 fps:334.9 +frame:1.92e+06 wall_t:5733 t:120000 epi:nan +opt_step:119375 lr:0.0003 alpha:0.006738 +2026-02-11 01:33:00 | INFO | PID:1595 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:1542.00 total_reward_ma:803.67 loss:-2.11 fps:334.9 +frame:1.93e+06 wall_t:5763 t:120625 epi:nan +opt_step:120000 lr:0.0003 alpha:0.006738 +2026-02-11 01:33:29 | INFO | PID:1595 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:1553.00 total_reward_ma:815.13 loss:-2.156 fps:334.9 +frame:1.94e+06 wall_t:5792 t:121250 epi:nan +opt_step:120625 lr:0.0003 alpha:0.006738 +2026-02-11 01:34:00 | INFO | PID:1595 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:1560.00 total_reward_ma:826.62 loss:-2.106 fps:334.9 +frame:1.95e+06 wall_t:5823 t:121875 epi:nan +opt_step:121250 lr:0.0003 alpha:0.006738 +2026-02-11 01:34:30 | INFO | PID:1595 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:1658.00 total_reward_ma:839.11 loss:-2.093 fps:334.9 +frame:1.96e+06 wall_t:5853 t:122500 epi:nan +opt_step:121875 lr:0.0003 alpha:0.006738 +2026-02-11 01:35:01 | INFO | PID:1595 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:1779.00 total_reward_ma:852.77 loss:-2.177 fps:334.8 +frame:1.97e+06 wall_t:5884 t:123125 epi:nan +opt_step:122500 lr:0.0003 alpha:0.006738 +2026-02-11 01:35:30 | INFO | PID:1595 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:1803.00 total_reward_ma:866.66 loss:-2.131 fps:334.9 +frame:1.98e+06 wall_t:5913 t:123750 epi:nan +opt_step:123125 lr:0.0003 alpha:0.006738 +2026-02-11 01:36:00 | INFO | PID:1595 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:1781.00 total_reward_ma:880.34 loss:-2.122 fps:334.8 +frame:1.99e+06 wall_t:5943 t:124375 epi:nan +opt_step:123750 lr:0.0003 alpha:0.006738 +2026-02-11 01:36:29 | INFO | PID:1595 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:1780.00 total_reward_ma:893.95 loss:-2.163 fps:334.9 +frame:2.00e+06 wall_t:5972 t:125000 epi:nan +opt_step:124375 lr:0.0003 alpha:0.006738 +2026-02-11 01:36:30 | INFO | PID:1595 | slm_lab.lib.logger:info | Session 0 done diff --git a/data/sac_atari_stargunner_2026_02_10_235649/log/sac_atari_stargunner_t0_s1.log b/data/sac_atari_stargunner_2026_02_10_235649/log/sac_atari_stargunner_t0_s1.log new file mode 100644 index 0000000000000000000000000000000000000000..f7dde1c4aad8bba57fe43a64f4feb8e21fecfb96 --- /dev/null +++ b/data/sac_atari_stargunner_2026_02_10_235649/log/sac_atari_stargunner_t0_s1.log @@ -0,0 +1,802 @@ +2026-02-10 23:56:54 | INFO | PID:1596 | slm_lab.env:_make_vector_env | AtariVectorEnv: 16 envs, native preprocessing +2026-02-10 23:57:44 | INFO | PID:1596 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:266.67 total_reward_ma:266.67 loss:nan fps:208.3 +frame:1.00e+04 wall_t:48 t:625 epi:nan +opt_step:0 lr:0.0003 alpha:1 +2026-02-10 23:58:15 | INFO | PID:1596 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:620.00 total_reward_ma:443.33 loss:-9.21 fps:256.4 +frame:2.00e+04 wall_t:78 t:1250 epi:nan +opt_step:625 lr:0.0003 alpha:0.835 +2026-02-10 23:58:44 | INFO | PID:1596 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:582.35 total_reward_ma:489.67 loss:-14.51 fps:280.4 +frame:3.00e+04 wall_t:107 t:1875 epi:nan +opt_step:1250 lr:0.0003 alpha:0.7064 +2026-02-10 23:59:15 | INFO | PID:1596 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:625.93 total_reward_ma:523.74 loss:-18.79 fps:289.9 +frame:4.00e+04 wall_t:138 t:2500 epi:nan +opt_step:1875 lr:0.0003 alpha:0.603 +2026-02-10 23:59:45 | INFO | PID:1596 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:620.51 total_reward_ma:543.09 loss:-22.36 fps:297.6 +frame:5.00e+04 wall_t:168 t:3125 epi:nan +opt_step:2500 lr:0.0003 alpha:0.5181 +2026-02-11 00:00:15 | INFO | PID:1596 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:612.00 total_reward_ma:554.58 loss:-25.65 fps:303 +frame:6.00e+04 wall_t:198 t:3750 epi:nan +opt_step:3125 lr:0.0003 alpha:0.4471 +2026-02-11 00:00:44 | INFO | PID:1596 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:623.73 total_reward_ma:564.46 loss:-28.77 fps:308.4 +frame:7.00e+04 wall_t:227 t:4375 epi:nan +opt_step:3750 lr:0.0003 alpha:0.3871 +2026-02-11 00:01:14 | INFO | PID:1596 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:624.62 total_reward_ma:571.98 loss:-30.75 fps:311.3 +frame:8.00e+04 wall_t:257 t:5000 epi:nan +opt_step:4375 lr:0.0003 alpha:0.3358 +2026-02-11 00:01:43 | INFO | PID:1596 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:634.67 total_reward_ma:578.94 loss:-31.35 fps:314.7 +frame:9.00e+04 wall_t:286 t:5625 epi:nan +opt_step:5000 lr:0.0003 alpha:0.2918 +2026-02-11 00:02:13 | INFO | PID:1596 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:634.94 total_reward_ma:584.54 loss:-32.43 fps:316.5 +frame:1.00e+05 wall_t:316 t:6250 epi:nan +opt_step:5625 lr:0.0003 alpha:0.2538 +2026-02-11 00:02:43 | INFO | PID:1596 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:632.97 total_reward_ma:588.94 loss:-33.4 fps:317 +frame:1.10e+05 wall_t:347 t:6875 epi:nan +opt_step:6250 lr:0.0003 alpha:0.221 +2026-02-11 00:03:13 | INFO | PID:1596 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:650.51 total_reward_ma:594.07 loss:-34.58 fps:318.3 +frame:1.20e+05 wall_t:377 t:7500 epi:nan +opt_step:6875 lr:0.0003 alpha:0.1925 +2026-02-11 00:03:44 | INFO | PID:1596 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:690.00 total_reward_ma:601.45 loss:-34.38 fps:319.4 +frame:1.30e+05 wall_t:407 t:8125 epi:nan +opt_step:7500 lr:0.0003 alpha:0.1677 +2026-02-11 00:04:14 | INFO | PID:1596 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:702.00 total_reward_ma:608.63 loss:-35.38 fps:320.4 +frame:1.40e+05 wall_t:437 t:8750 epi:nan +opt_step:8125 lr:0.0003 alpha:0.1462 +2026-02-11 00:04:44 | INFO | PID:1596 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:688.00 total_reward_ma:613.93 loss:-35.15 fps:321.2 +frame:1.50e+05 wall_t:467 t:9375 epi:nan +opt_step:8750 lr:0.0003 alpha:0.1275 +2026-02-11 00:05:14 | INFO | PID:1596 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:696.00 total_reward_ma:619.06 loss:-34.4 fps:321.9 +frame:1.60e+05 wall_t:497 t:10000 epi:nan +opt_step:9375 lr:0.0003 alpha:0.1112 +2026-02-11 00:05:44 | INFO | PID:1596 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:691.00 total_reward_ma:623.29 loss:-34.83 fps:322.6 +frame:1.70e+05 wall_t:527 t:10625 epi:nan +opt_step:10000 lr:0.0003 alpha:0.09704 +2026-02-11 00:06:14 | INFO | PID:1596 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:687.00 total_reward_ma:626.83 loss:-34.53 fps:322.6 +frame:1.80e+05 wall_t:558 t:11250 epi:nan +opt_step:10625 lr:0.0003 alpha:0.0847 +2026-02-11 00:06:45 | INFO | PID:1596 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:676.00 total_reward_ma:629.41 loss:-34.39 fps:323.1 +frame:1.90e+05 wall_t:588 t:11875 epi:nan +opt_step:11250 lr:0.0003 alpha:0.07394 +2026-02-11 00:07:15 | INFO | PID:1596 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:646.00 total_reward_ma:630.24 loss:-33.88 fps:323.6 +frame:2.00e+05 wall_t:618 t:12500 epi:nan +opt_step:11875 lr:0.0003 alpha:0.06457 +2026-02-11 00:07:45 | INFO | PID:1596 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:640.00 total_reward_ma:630.71 loss:-33.11 fps:324.1 +frame:2.10e+05 wall_t:648 t:13125 epi:nan +opt_step:12500 lr:0.0003 alpha:0.05641 +2026-02-11 00:08:15 | INFO | PID:1596 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:627.00 total_reward_ma:630.54 loss:-32.3 fps:324.5 +frame:2.20e+05 wall_t:678 t:13750 epi:nan +opt_step:13125 lr:0.0003 alpha:0.04929 +2026-02-11 00:08:45 | INFO | PID:1596 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:587.00 total_reward_ma:628.65 loss:-30.91 fps:324.4 +frame:2.30e+05 wall_t:709 t:14375 epi:nan +opt_step:13750 lr:0.0003 alpha:0.04309 +2026-02-11 00:09:14 | INFO | PID:1596 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:551.00 total_reward_ma:625.41 loss:-31.55 fps:325.6 +frame:2.40e+05 wall_t:737 t:15000 epi:nan +opt_step:14375 lr:0.0003 alpha:0.0377 +2026-02-11 00:09:44 | INFO | PID:1596 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:546.00 total_reward_ma:622.24 loss:-30.86 fps:325.9 +frame:2.50e+05 wall_t:767 t:15625 epi:nan +opt_step:15000 lr:0.0003 alpha:0.03298 +2026-02-11 00:10:14 | INFO | PID:1596 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:562.00 total_reward_ma:619.92 loss:-30.37 fps:326.2 +frame:2.60e+05 wall_t:797 t:16250 epi:nan +opt_step:15625 lr:0.0003 alpha:0.02886 +2026-02-11 00:10:44 | INFO | PID:1596 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:548.00 total_reward_ma:617.25 loss:-29.26 fps:326.5 +frame:2.70e+05 wall_t:827 t:16875 epi:nan +opt_step:16250 lr:0.0003 alpha:0.02527 +2026-02-11 00:11:13 | INFO | PID:1596 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:573.00 total_reward_ma:615.67 loss:-28.11 fps:327.1 +frame:2.80e+05 wall_t:856 t:17500 epi:nan +opt_step:16875 lr:0.0003 alpha:0.02214 +2026-02-11 00:11:42 | INFO | PID:1596 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:572.00 total_reward_ma:614.17 loss:-27.24 fps:327.7 +frame:2.90e+05 wall_t:885 t:18125 epi:nan +opt_step:17500 lr:0.0003 alpha:0.01943 +2026-02-11 00:12:11 | INFO | PID:1596 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:595.00 total_reward_ma:613.53 loss:-27.2 fps:328.2 +frame:3.00e+05 wall_t:914 t:18750 epi:nan +opt_step:18125 lr:0.0003 alpha:0.01708 +2026-02-11 00:12:41 | INFO | PID:1596 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:598.00 total_reward_ma:613.03 loss:-26.27 fps:328.4 +frame:3.10e+05 wall_t:944 t:19375 epi:nan +opt_step:18750 lr:0.0003 alpha:0.01503 +2026-02-11 00:13:11 | INFO | PID:1596 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:600.00 total_reward_ma:612.62 loss:-25.75 fps:328.5 +frame:3.20e+05 wall_t:974 t:20000 epi:nan +opt_step:19375 lr:0.0003 alpha:0.01322 +2026-02-11 00:13:41 | INFO | PID:1596 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:630.00 total_reward_ma:613.15 loss:-25.28 fps:328.7 +frame:3.30e+05 wall_t:1004 t:20625 epi:nan +opt_step:20000 lr:0.0003 alpha:0.01168 +2026-02-11 00:14:11 | INFO | PID:1596 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:662.00 total_reward_ma:614.58 loss:-24.27 fps:328.8 +frame:3.40e+05 wall_t:1034 t:21250 epi:nan +opt_step:20625 lr:0.0003 alpha:0.01031 +2026-02-11 00:14:41 | INFO | PID:1596 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:673.00 total_reward_ma:616.25 loss:-23.43 fps:328.9 +frame:3.50e+05 wall_t:1064 t:21875 epi:nan +opt_step:21250 lr:0.0003 alpha:0.009135 +2026-02-11 00:15:11 | INFO | PID:1596 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:678.00 total_reward_ma:617.97 loss:-23.14 fps:329.1 +frame:3.60e+05 wall_t:1094 t:22500 epi:nan +opt_step:21875 lr:0.0003 alpha:0.008161 +2026-02-11 00:15:40 | INFO | PID:1596 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:698.00 total_reward_ma:620.13 loss:-22.83 fps:329.5 +frame:3.70e+05 wall_t:1123 t:23125 epi:nan +opt_step:22500 lr:0.0003 alpha:0.007285 +2026-02-11 00:16:10 | INFO | PID:1596 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:694.00 total_reward_ma:622.08 loss:-21.87 fps:329.6 +frame:3.80e+05 wall_t:1153 t:23750 epi:nan +opt_step:23125 lr:0.0003 alpha:0.006738 +2026-02-11 00:16:41 | INFO | PID:1596 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:713.00 total_reward_ma:624.41 loss:-21.12 fps:329.4 +frame:3.90e+05 wall_t:1184 t:24375 epi:nan +opt_step:23750 lr:0.0003 alpha:0.006738 +2026-02-11 00:17:10 | INFO | PID:1596 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:738.00 total_reward_ma:627.25 loss:-20.38 fps:329.8 +frame:4.00e+05 wall_t:1213 t:25000 epi:nan +opt_step:24375 lr:0.0003 alpha:0.006738 +2026-02-11 00:17:40 | INFO | PID:1596 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:742.00 total_reward_ma:630.05 loss:-19.98 fps:329.8 +frame:4.10e+05 wall_t:1243 t:25625 epi:nan +opt_step:25000 lr:0.0003 alpha:0.006738 +2026-02-11 00:18:10 | INFO | PID:1596 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:743.00 total_reward_ma:632.74 loss:-19.73 fps:329.9 +frame:4.20e+05 wall_t:1273 t:26250 epi:nan +opt_step:25625 lr:0.0003 alpha:0.006738 +2026-02-11 00:18:38 | INFO | PID:1596 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:763.00 total_reward_ma:635.76 loss:-19.33 fps:330.3 +frame:4.30e+05 wall_t:1302 t:26875 epi:nan +opt_step:26250 lr:0.0003 alpha:0.006738 +2026-02-11 00:19:08 | INFO | PID:1596 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:768.00 total_reward_ma:638.77 loss:-18.19 fps:330.6 +frame:4.40e+05 wall_t:1331 t:27500 epi:nan +opt_step:26875 lr:0.0003 alpha:0.006738 +2026-02-11 00:19:39 | INFO | PID:1596 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:772.00 total_reward_ma:641.73 loss:-17.69 fps:330.4 +frame:4.50e+05 wall_t:1362 t:28125 epi:nan +opt_step:27500 lr:0.0003 alpha:0.006738 +2026-02-11 00:20:08 | INFO | PID:1596 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:775.00 total_reward_ma:644.63 loss:-17.23 fps:330.7 +frame:4.60e+05 wall_t:1391 t:28750 epi:nan +opt_step:28125 lr:0.0003 alpha:0.006738 +2026-02-11 00:20:38 | INFO | PID:1596 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:771.00 total_reward_ma:647.32 loss:-16.81 fps:330.8 +frame:4.70e+05 wall_t:1421 t:29375 epi:nan +opt_step:28750 lr:0.0003 alpha:0.006738 +2026-02-11 00:21:07 | INFO | PID:1596 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:788.00 total_reward_ma:650.25 loss:-16.28 fps:330.8 +frame:4.80e+05 wall_t:1451 t:30000 epi:nan +opt_step:29375 lr:0.0003 alpha:0.006738 +2026-02-11 00:21:37 | INFO | PID:1596 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:782.00 total_reward_ma:652.94 loss:-16.16 fps:331.1 +frame:4.90e+05 wall_t:1480 t:30625 epi:nan +opt_step:30000 lr:0.0003 alpha:0.006738 +2026-02-11 00:22:07 | INFO | PID:1596 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:770.00 total_reward_ma:655.28 loss:-15.92 fps:331.1 +frame:5.00e+05 wall_t:1510 t:31250 epi:nan +opt_step:30625 lr:0.0003 alpha:0.006738 +2026-02-11 00:22:36 | INFO | PID:1596 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:768.00 total_reward_ma:657.49 loss:-15.25 fps:331.2 +frame:5.10e+05 wall_t:1540 t:31875 epi:nan +opt_step:31250 lr:0.0003 alpha:0.006738 +2026-02-11 00:23:06 | INFO | PID:1596 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:755.00 total_reward_ma:659.36 loss:-15.02 fps:331.4 +frame:5.20e+05 wall_t:1569 t:32500 epi:nan +opt_step:31875 lr:0.0003 alpha:0.006738 +2026-02-11 00:23:35 | INFO | PID:1596 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:746.00 total_reward_ma:661.00 loss:-14.56 fps:331.7 +frame:5.30e+05 wall_t:1598 t:33125 epi:nan +opt_step:32500 lr:0.0003 alpha:0.006738 +2026-02-11 00:24:04 | INFO | PID:1596 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:705.00 total_reward_ma:661.81 loss:-13.89 fps:331.9 +frame:5.40e+05 wall_t:1627 t:33750 epi:nan +opt_step:33125 lr:0.0003 alpha:0.006738 +2026-02-11 00:24:34 | INFO | PID:1596 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:689.00 total_reward_ma:662.31 loss:-13.72 fps:331.9 +frame:5.50e+05 wall_t:1657 t:34375 epi:nan +opt_step:33750 lr:0.0003 alpha:0.006738 +2026-02-11 00:25:05 | INFO | PID:1596 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:656.00 total_reward_ma:662.19 loss:-13.24 fps:331.8 +frame:5.60e+05 wall_t:1688 t:35000 epi:nan +opt_step:34375 lr:0.0003 alpha:0.006738 +2026-02-11 00:25:34 | INFO | PID:1596 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:636.00 total_reward_ma:661.73 loss:-12.86 fps:332 +frame:5.70e+05 wall_t:1717 t:35625 epi:nan +opt_step:35000 lr:0.0003 alpha:0.006738 +2026-02-11 00:26:04 | INFO | PID:1596 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:607.00 total_reward_ma:660.79 loss:-12.6 fps:332 +frame:5.80e+05 wall_t:1747 t:36250 epi:nan +opt_step:35625 lr:0.0003 alpha:0.006738 +2026-02-11 00:26:34 | INFO | PID:1596 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:596.00 total_reward_ma:659.69 loss:-12.36 fps:332 +frame:5.90e+05 wall_t:1777 t:36875 epi:nan +opt_step:36250 lr:0.0003 alpha:0.006738 +2026-02-11 00:27:02 | INFO | PID:1596 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:576.00 total_reward_ma:658.30 loss:-12.14 fps:332.4 +frame:6.00e+05 wall_t:1805 t:37500 epi:nan +opt_step:36875 lr:0.0003 alpha:0.006738 +2026-02-11 00:27:32 | INFO | PID:1596 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:570.00 total_reward_ma:656.85 loss:-11.88 fps:332.4 +frame:6.10e+05 wall_t:1835 t:38125 epi:nan +opt_step:37500 lr:0.0003 alpha:0.006738 +2026-02-11 00:28:02 | INFO | PID:1596 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:552.00 total_reward_ma:655.16 loss:-11.31 fps:332.4 +frame:6.20e+05 wall_t:1865 t:38750 epi:nan +opt_step:38125 lr:0.0003 alpha:0.006738 +2026-02-11 00:28:32 | INFO | PID:1596 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:543.00 total_reward_ma:653.38 loss:-11.25 fps:332.5 +frame:6.30e+05 wall_t:1895 t:39375 epi:nan +opt_step:38750 lr:0.0003 alpha:0.006738 +2026-02-11 00:29:02 | INFO | PID:1596 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:544.00 total_reward_ma:651.67 loss:-10.98 fps:332.5 +frame:6.40e+05 wall_t:1925 t:40000 epi:nan +opt_step:39375 lr:0.0003 alpha:0.006738 +2026-02-11 00:29:32 | INFO | PID:1596 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:519.00 total_reward_ma:649.63 loss:-10.68 fps:332.3 +frame:6.50e+05 wall_t:1956 t:40625 epi:nan +opt_step:40000 lr:0.0003 alpha:0.006829 +2026-02-11 00:30:03 | INFO | PID:1596 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:526.00 total_reward_ma:647.76 loss:-10.48 fps:332.3 +frame:6.60e+05 wall_t:1986 t:41250 epi:nan +opt_step:40625 lr:0.0003 alpha:0.006738 +2026-02-11 00:30:32 | INFO | PID:1596 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:513.00 total_reward_ma:645.74 loss:-10.19 fps:332.5 +frame:6.70e+05 wall_t:2015 t:41875 epi:nan +opt_step:41250 lr:0.0003 alpha:0.006738 +2026-02-11 00:31:02 | INFO | PID:1596 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:506.00 total_reward_ma:643.69 loss:-10.01 fps:332.5 +frame:6.80e+05 wall_t:2045 t:42500 epi:nan +opt_step:41875 lr:0.0003 alpha:0.006913 +2026-02-11 00:31:31 | INFO | PID:1596 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:492.00 total_reward_ma:641.49 loss:-9.751 fps:332.5 +frame:6.90e+05 wall_t:2075 t:43125 epi:nan +opt_step:42500 lr:0.0003 alpha:0.007045 +2026-02-11 00:32:00 | INFO | PID:1596 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:486.00 total_reward_ma:639.27 loss:-9.549 fps:332.9 +frame:7.00e+05 wall_t:2103 t:43750 epi:nan +opt_step:43125 lr:0.0003 alpha:0.007998 +2026-02-11 00:32:30 | INFO | PID:1596 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:489.00 total_reward_ma:637.15 loss:-9.31 fps:332.9 +frame:7.10e+05 wall_t:2133 t:44375 epi:nan +opt_step:43750 lr:0.0003 alpha:0.008737 +2026-02-11 00:32:59 | INFO | PID:1596 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:490.00 total_reward_ma:635.11 loss:-9.056 fps:333 +frame:7.20e+05 wall_t:2162 t:45000 epi:nan +opt_step:44375 lr:0.0003 alpha:0.0102 +2026-02-11 00:33:27 | INFO | PID:1596 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:491.00 total_reward_ma:633.14 loss:-8.783 fps:333.2 +frame:7.30e+05 wall_t:2191 t:45625 epi:nan +opt_step:45000 lr:0.0003 alpha:0.01253 +2026-02-11 00:33:57 | INFO | PID:1596 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:469.00 total_reward_ma:630.92 loss:-8.815 fps:333.3 +frame:7.40e+05 wall_t:2220 t:46250 epi:nan +opt_step:45625 lr:0.0003 alpha:0.0144 +2026-02-11 00:34:27 | INFO | PID:1596 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:463.00 total_reward_ma:628.68 loss:-8.691 fps:333.3 +frame:7.50e+05 wall_t:2250 t:46875 epi:nan +opt_step:46250 lr:0.0003 alpha:0.015 +2026-02-11 00:34:56 | INFO | PID:1596 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:460.00 total_reward_ma:626.46 loss:-8.838 fps:333.3 +frame:7.60e+05 wall_t:2280 t:47500 epi:nan +opt_step:46875 lr:0.0003 alpha:0.01556 +2026-02-11 00:35:25 | INFO | PID:1596 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:458.00 total_reward_ma:624.27 loss:-8.509 fps:333.6 +frame:7.70e+05 wall_t:2308 t:48125 epi:nan +opt_step:47500 lr:0.0003 alpha:0.01415 +2026-02-11 00:35:55 | INFO | PID:1596 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:467.00 total_reward_ma:622.25 loss:-8.347 fps:333.6 +frame:7.80e+05 wall_t:2338 t:48750 epi:nan +opt_step:48125 lr:0.0003 alpha:0.01373 +2026-02-11 00:36:25 | INFO | PID:1596 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:460.00 total_reward_ma:620.20 loss:-8.164 fps:333.6 +frame:7.90e+05 wall_t:2368 t:49375 epi:nan +opt_step:48750 lr:0.0003 alpha:0.01187 +2026-02-11 00:36:53 | INFO | PID:1596 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:473.00 total_reward_ma:618.36 loss:-8.082 fps:333.8 +frame:8.00e+05 wall_t:2397 t:50000 epi:nan +opt_step:49375 lr:0.0003 alpha:0.01183 +2026-02-11 00:37:23 | INFO | PID:1596 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:478.00 total_reward_ma:616.63 loss:-7.858 fps:333.9 +frame:8.10e+05 wall_t:2426 t:50625 epi:nan +opt_step:50000 lr:0.0003 alpha:0.01129 +2026-02-11 00:37:52 | INFO | PID:1596 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:469.00 total_reward_ma:614.83 loss:-7.71 fps:334 +frame:8.20e+05 wall_t:2455 t:51250 epi:nan +opt_step:50625 lr:0.0003 alpha:0.01027 +2026-02-11 00:38:22 | INFO | PID:1596 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:457.00 total_reward_ma:612.93 loss:-7.573 fps:334 +frame:8.30e+05 wall_t:2485 t:51875 epi:nan +opt_step:51250 lr:0.0003 alpha:0.008754 +2026-02-11 00:38:52 | INFO | PID:1596 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:438.00 total_reward_ma:610.84 loss:-7.138 fps:333.9 +frame:8.40e+05 wall_t:2516 t:52500 epi:nan +opt_step:51875 lr:0.0003 alpha:0.008514 +2026-02-11 00:39:23 | INFO | PID:1596 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:431.00 total_reward_ma:608.73 loss:-7.116 fps:333.9 +frame:8.50e+05 wall_t:2546 t:53125 epi:nan +opt_step:52500 lr:0.0003 alpha:0.008797 +2026-02-11 00:39:52 | INFO | PID:1596 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:435.00 total_reward_ma:606.71 loss:-6.951 fps:334 +frame:8.60e+05 wall_t:2575 t:53750 epi:nan +opt_step:53125 lr:0.0003 alpha:0.009176 +2026-02-11 00:40:21 | INFO | PID:1596 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:433.00 total_reward_ma:604.71 loss:-6.716 fps:334.1 +frame:8.70e+05 wall_t:2604 t:54375 epi:nan +opt_step:53750 lr:0.0003 alpha:0.008652 +2026-02-11 00:40:51 | INFO | PID:1596 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:428.00 total_reward_ma:602.70 loss:-6.52 fps:334.1 +frame:8.80e+05 wall_t:2634 t:55000 epi:nan +opt_step:54375 lr:0.0003 alpha:0.008505 +2026-02-11 00:41:21 | INFO | PID:1596 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:425.00 total_reward_ma:600.71 loss:-6.614 fps:334.1 +frame:8.90e+05 wall_t:2664 t:55625 epi:nan +opt_step:55000 lr:0.0003 alpha:0.008744 +2026-02-11 00:41:51 | INFO | PID:1596 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:416.00 total_reward_ma:598.65 loss:-6.2 fps:334.1 +frame:9.00e+05 wall_t:2694 t:56250 epi:nan +opt_step:55625 lr:0.0003 alpha:0.008656 +2026-02-11 00:42:21 | INFO | PID:1596 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:428.00 total_reward_ma:596.78 loss:-6.1 fps:334.1 +frame:9.10e+05 wall_t:2724 t:56875 epi:nan +opt_step:56250 lr:0.0003 alpha:0.008839 +2026-02-11 00:42:51 | INFO | PID:1596 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:420.00 total_reward_ma:594.86 loss:-5.915 fps:334.1 +frame:9.20e+05 wall_t:2754 t:57500 epi:nan +opt_step:56875 lr:0.0003 alpha:0.009654 +2026-02-11 00:43:21 | INFO | PID:1596 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:405.00 total_reward_ma:592.82 loss:-5.69 fps:334.1 +frame:9.30e+05 wall_t:2784 t:58125 epi:nan +opt_step:57500 lr:0.0003 alpha:0.009898 +2026-02-11 00:43:50 | INFO | PID:1596 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:415.00 total_reward_ma:590.92 loss:-5.739 fps:334.2 +frame:9.40e+05 wall_t:2813 t:58750 epi:nan +opt_step:58125 lr:0.0003 alpha:0.0104 +2026-02-11 00:44:20 | INFO | PID:1596 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:411.00 total_reward_ma:589.03 loss:-5.596 fps:334.2 +frame:9.50e+05 wall_t:2843 t:59375 epi:nan +opt_step:58750 lr:0.0003 alpha:0.01089 +2026-02-11 00:44:50 | INFO | PID:1596 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:410.00 total_reward_ma:587.17 loss:-5.477 fps:334.1 +frame:9.60e+05 wall_t:2873 t:60000 epi:nan +opt_step:59375 lr:0.0003 alpha:0.01125 +2026-02-11 00:45:20 | INFO | PID:1596 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:413.00 total_reward_ma:585.37 loss:-5.197 fps:334.1 +frame:9.70e+05 wall_t:2903 t:60625 epi:nan +opt_step:60000 lr:0.0003 alpha:0.01152 +2026-02-11 00:45:49 | INFO | PID:1596 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:410.00 total_reward_ma:583.58 loss:-5.289 fps:334.2 +frame:9.80e+05 wall_t:2932 t:61250 epi:nan +opt_step:60625 lr:0.0003 alpha:0.011 +2026-02-11 00:46:18 | INFO | PID:1596 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:423.00 total_reward_ma:581.96 loss:-5.006 fps:334.3 +frame:9.90e+05 wall_t:2961 t:61875 epi:nan +opt_step:61250 lr:0.0003 alpha:0.01067 +2026-02-11 00:46:47 | INFO | PID:1596 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:427.00 total_reward_ma:580.41 loss:-5.153 fps:334.4 +frame:1.00e+06 wall_t:2990 t:62500 epi:nan +opt_step:61875 lr:0.0003 alpha:0.01087 +2026-02-11 00:47:16 | INFO | PID:1596 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:425.00 total_reward_ma:581.99 loss:-4.976 fps:334.4 +frame:1.01e+06 wall_t:3020 t:63125 epi:nan +opt_step:62500 lr:0.0003 alpha:0.0109 +2026-02-11 00:47:47 | INFO | PID:1596 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:430.00 total_reward_ma:580.09 loss:-4.864 fps:334.3 +frame:1.02e+06 wall_t:3051 t:63750 epi:nan +opt_step:63125 lr:0.0003 alpha:0.01182 +2026-02-11 00:48:18 | INFO | PID:1596 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:433.00 total_reward_ma:578.60 loss:-4.794 fps:334.3 +frame:1.03e+06 wall_t:3081 t:64375 epi:nan +opt_step:63750 lr:0.0003 alpha:0.0117 +2026-02-11 00:48:48 | INFO | PID:1596 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:432.00 total_reward_ma:576.66 loss:-4.73 fps:334.3 +frame:1.04e+06 wall_t:3111 t:65000 epi:nan +opt_step:64375 lr:0.0003 alpha:0.01171 +2026-02-11 00:49:17 | INFO | PID:1596 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:435.00 total_reward_ma:574.80 loss:-4.706 fps:334.4 +frame:1.05e+06 wall_t:3140 t:65625 epi:nan +opt_step:65000 lr:0.0003 alpha:0.01143 +2026-02-11 00:49:46 | INFO | PID:1596 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:452.00 total_reward_ma:573.20 loss:-4.699 fps:334.4 +frame:1.06e+06 wall_t:3170 t:66250 epi:nan +opt_step:65625 lr:0.0003 alpha:0.01108 +2026-02-11 00:50:16 | INFO | PID:1596 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:460.00 total_reward_ma:571.57 loss:-4.527 fps:334.5 +frame:1.07e+06 wall_t:3199 t:66875 epi:nan +opt_step:66250 lr:0.0003 alpha:0.01041 +2026-02-11 00:50:46 | INFO | PID:1596 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:449.00 total_reward_ma:569.81 loss:-4.548 fps:334.5 +frame:1.08e+06 wall_t:3229 t:67500 epi:nan +opt_step:66875 lr:0.0003 alpha:0.01023 +2026-02-11 00:51:17 | INFO | PID:1596 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:454.00 total_reward_ma:568.00 loss:-4.512 fps:334.4 +frame:1.09e+06 wall_t:3260 t:68125 epi:nan +opt_step:67500 lr:0.0003 alpha:0.01014 +2026-02-11 00:51:46 | INFO | PID:1596 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:461.00 total_reward_ma:566.26 loss:-4.408 fps:334.3 +frame:1.10e+06 wall_t:3290 t:68750 epi:nan +opt_step:68125 lr:0.0003 alpha:0.009466 +2026-02-11 00:52:16 | INFO | PID:1596 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:472.00 total_reward_ma:564.66 loss:-4.442 fps:334.3 +frame:1.11e+06 wall_t:3320 t:69375 epi:nan +opt_step:68750 lr:0.0003 alpha:0.009136 +2026-02-11 00:52:45 | INFO | PID:1596 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:486.00 total_reward_ma:563.01 loss:-4.342 fps:334.5 +frame:1.12e+06 wall_t:3348 t:70000 epi:nan +opt_step:69375 lr:0.0003 alpha:0.00879 +2026-02-11 00:53:15 | INFO | PID:1596 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:480.00 total_reward_ma:560.91 loss:-4.27 fps:334.5 +frame:1.13e+06 wall_t:3378 t:70625 epi:nan +opt_step:70000 lr:0.0003 alpha:0.008177 +2026-02-11 00:53:44 | INFO | PID:1596 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:491.00 total_reward_ma:558.80 loss:-4.201 fps:334.6 +frame:1.14e+06 wall_t:3407 t:71250 epi:nan +opt_step:70625 lr:0.0003 alpha:0.007677 +2026-02-11 00:54:14 | INFO | PID:1596 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:520.00 total_reward_ma:557.12 loss:-4.077 fps:334.6 +frame:1.15e+06 wall_t:3437 t:71875 epi:nan +opt_step:71250 lr:0.0003 alpha:0.007342 +2026-02-11 00:54:44 | INFO | PID:1596 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:551.00 total_reward_ma:555.67 loss:-4.067 fps:334.6 +frame:1.16e+06 wall_t:3467 t:72500 epi:nan +opt_step:71875 lr:0.0003 alpha:0.007288 +2026-02-11 00:55:13 | INFO | PID:1596 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:567.00 total_reward_ma:554.43 loss:-3.973 fps:334.7 +frame:1.17e+06 wall_t:3496 t:73125 epi:nan +opt_step:72500 lr:0.0003 alpha:0.007186 +2026-02-11 00:55:44 | INFO | PID:1596 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:608.00 total_reward_ma:553.64 loss:-3.918 fps:334.6 +frame:1.18e+06 wall_t:3527 t:73750 epi:nan +opt_step:73125 lr:0.0003 alpha:0.006914 +2026-02-11 00:56:13 | INFO | PID:1596 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:636.00 total_reward_ma:553.24 loss:-3.777 fps:334.6 +frame:1.19e+06 wall_t:3556 t:74375 epi:nan +opt_step:73750 lr:0.0003 alpha:0.006751 +2026-02-11 00:56:43 | INFO | PID:1596 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:683.00 total_reward_ma:553.61 loss:-3.838 fps:334.6 +frame:1.20e+06 wall_t:3586 t:75000 epi:nan +opt_step:74375 lr:0.0003 alpha:0.006738 +2026-02-11 00:57:13 | INFO | PID:1596 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:720.00 total_reward_ma:554.41 loss:-3.669 fps:334.6 +frame:1.21e+06 wall_t:3616 t:75625 epi:nan +opt_step:75000 lr:0.0003 alpha:0.006738 +2026-02-11 00:57:43 | INFO | PID:1596 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:759.00 total_reward_ma:555.73 loss:-3.666 fps:334.6 +frame:1.22e+06 wall_t:3646 t:76250 epi:nan +opt_step:75625 lr:0.0003 alpha:0.006738 +2026-02-11 00:58:13 | INFO | PID:1596 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:804.00 total_reward_ma:557.90 loss:-3.599 fps:334.6 +frame:1.23e+06 wall_t:3676 t:76875 epi:nan +opt_step:76250 lr:0.0003 alpha:0.006738 +2026-02-11 00:58:43 | INFO | PID:1596 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:847.00 total_reward_ma:560.86 loss:-3.566 fps:334.6 +frame:1.24e+06 wall_t:3706 t:77500 epi:nan +opt_step:76875 lr:0.0003 alpha:0.006738 +2026-02-11 00:59:11 | INFO | PID:1596 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:880.00 total_reward_ma:564.20 loss:-3.554 fps:334.7 +frame:1.25e+06 wall_t:3735 t:78125 epi:nan +opt_step:77500 lr:0.0003 alpha:0.006738 +2026-02-11 00:59:41 | INFO | PID:1596 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:941.00 total_reward_ma:567.99 loss:-3.376 fps:334.8 +frame:1.26e+06 wall_t:3764 t:78750 epi:nan +opt_step:78125 lr:0.0003 alpha:0.006738 +2026-02-11 01:00:10 | INFO | PID:1596 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:976.00 total_reward_ma:572.27 loss:-3.332 fps:334.8 +frame:1.27e+06 wall_t:3793 t:79375 epi:nan +opt_step:78750 lr:0.0003 alpha:0.006772 +2026-02-11 01:00:39 | INFO | PID:1596 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:991.00 total_reward_ma:576.45 loss:-3.384 fps:334.9 +frame:1.28e+06 wall_t:3822 t:80000 epi:nan +opt_step:79375 lr:0.0003 alpha:0.006738 +2026-02-11 01:01:08 | INFO | PID:1596 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:1067.00 total_reward_ma:581.40 loss:-3.272 fps:334.9 +frame:1.29e+06 wall_t:3852 t:80625 epi:nan +opt_step:80000 lr:0.0003 alpha:0.006738 +2026-02-11 01:01:38 | INFO | PID:1596 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:1108.00 total_reward_ma:586.53 loss:-3.3 fps:335 +frame:1.30e+06 wall_t:3881 t:81250 epi:nan +opt_step:80625 lr:0.0003 alpha:0.006809 +2026-02-11 01:02:06 | INFO | PID:1596 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:1106.00 total_reward_ma:591.61 loss:-3.241 fps:335 +frame:1.31e+06 wall_t:3910 t:81875 epi:nan +opt_step:81250 lr:0.0003 alpha:0.006772 +2026-02-11 01:02:35 | INFO | PID:1596 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:1101.00 total_reward_ma:596.62 loss:-3.133 fps:335.2 +frame:1.32e+06 wall_t:3938 t:82500 epi:nan +opt_step:81875 lr:0.0003 alpha:0.006738 +2026-02-11 01:03:05 | INFO | PID:1596 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:1100.00 total_reward_ma:601.32 loss:-3.141 fps:335.2 +frame:1.33e+06 wall_t:3968 t:83125 epi:nan +opt_step:82500 lr:0.0003 alpha:0.006738 +2026-02-11 01:03:35 | INFO | PID:1596 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:1136.00 total_reward_ma:606.06 loss:-3.114 fps:335.2 +frame:1.34e+06 wall_t:3998 t:83750 epi:nan +opt_step:83125 lr:0.0003 alpha:0.006738 +2026-02-11 01:04:04 | INFO | PID:1596 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:1153.00 total_reward_ma:610.86 loss:-3.06 fps:335.2 +frame:1.35e+06 wall_t:4027 t:84375 epi:nan +opt_step:83750 lr:0.0003 alpha:0.006738 +2026-02-11 01:04:33 | INFO | PID:1596 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:1209.00 total_reward_ma:616.17 loss:-3.019 fps:335.3 +frame:1.36e+06 wall_t:4056 t:85000 epi:nan +opt_step:84375 lr:0.0003 alpha:0.006738 +2026-02-11 01:05:02 | INFO | PID:1596 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:1268.00 total_reward_ma:621.87 loss:-2.933 fps:335.4 +frame:1.37e+06 wall_t:4085 t:85625 epi:nan +opt_step:85000 lr:0.0003 alpha:0.006738 +2026-02-11 01:05:33 | INFO | PID:1596 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:1320.00 total_reward_ma:628.13 loss:-2.975 fps:335.3 +frame:1.38e+06 wall_t:4116 t:86250 epi:nan +opt_step:85625 lr:0.0003 alpha:0.006738 +2026-02-11 01:06:03 | INFO | PID:1596 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:1356.00 total_reward_ma:634.56 loss:-2.884 fps:335.3 +frame:1.39e+06 wall_t:4146 t:86875 epi:nan +opt_step:86250 lr:0.0003 alpha:0.006738 +2026-02-11 01:06:34 | INFO | PID:1596 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:1410.00 total_reward_ma:641.28 loss:-2.887 fps:335.2 +frame:1.40e+06 wall_t:4177 t:87500 epi:nan +opt_step:86875 lr:0.0003 alpha:0.006758 +2026-02-11 01:07:04 | INFO | PID:1596 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:1485.00 total_reward_ma:648.71 loss:-2.892 fps:335.2 +frame:1.41e+06 wall_t:4207 t:88125 epi:nan +opt_step:87500 lr:0.0003 alpha:0.006738 +2026-02-11 01:07:34 | INFO | PID:1596 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:1549.00 total_reward_ma:656.77 loss:-2.88 fps:335.1 +frame:1.42e+06 wall_t:4237 t:88750 epi:nan +opt_step:88125 lr:0.0003 alpha:0.006796 +2026-02-11 01:08:03 | INFO | PID:1596 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:1716.00 total_reward_ma:666.30 loss:-2.789 fps:335.2 +frame:1.43e+06 wall_t:4266 t:89375 epi:nan +opt_step:88750 lr:0.0003 alpha:0.007124 +2026-02-11 01:08:33 | INFO | PID:1596 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:1825.00 total_reward_ma:676.87 loss:-2.818 fps:335.2 +frame:1.44e+06 wall_t:4296 t:90000 epi:nan +opt_step:89375 lr:0.0003 alpha:0.006852 +2026-02-11 01:09:03 | INFO | PID:1596 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:1904.00 total_reward_ma:688.19 loss:-2.869 fps:335.2 +frame:1.45e+06 wall_t:4326 t:90625 epi:nan +opt_step:90000 lr:0.0003 alpha:0.007079 +2026-02-11 01:09:33 | INFO | PID:1596 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:1989.00 total_reward_ma:700.33 loss:-2.846 fps:335.2 +frame:1.46e+06 wall_t:4356 t:91250 epi:nan +opt_step:90625 lr:0.0003 alpha:0.00709 +2026-02-11 01:10:05 | INFO | PID:1596 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:2213.00 total_reward_ma:714.75 loss:-2.784 fps:335 +frame:1.47e+06 wall_t:4388 t:91875 epi:nan +opt_step:91250 lr:0.0003 alpha:0.007111 +2026-02-11 01:10:35 | INFO | PID:1596 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:2326.00 total_reward_ma:730.13 loss:-2.822 fps:335 +frame:1.48e+06 wall_t:4418 t:92500 epi:nan +opt_step:91875 lr:0.0003 alpha:0.007233 +2026-02-11 01:11:05 | INFO | PID:1596 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:2598.00 total_reward_ma:748.29 loss:-2.871 fps:335 +frame:1.49e+06 wall_t:4448 t:93125 epi:nan +opt_step:92500 lr:0.0003 alpha:0.00765 +2026-02-11 01:11:35 | INFO | PID:1596 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:2617.00 total_reward_ma:766.76 loss:-2.75 fps:334.9 +frame:1.50e+06 wall_t:4479 t:93750 epi:nan +opt_step:93125 lr:0.0003 alpha:0.007487 +2026-02-11 01:12:05 | INFO | PID:1596 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:2861.00 total_reward_ma:787.69 loss:-2.815 fps:335 +frame:1.51e+06 wall_t:4508 t:94375 epi:nan +opt_step:93750 lr:0.0003 alpha:0.007574 +2026-02-11 01:12:35 | INFO | PID:1596 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:2993.00 total_reward_ma:810.07 loss:-2.858 fps:334.9 +frame:1.52e+06 wall_t:4538 t:95000 epi:nan +opt_step:94375 lr:0.0003 alpha:0.007484 +2026-02-11 01:13:06 | INFO | PID:1596 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:3281.00 total_reward_ma:835.42 loss:-2.816 fps:334.9 +frame:1.53e+06 wall_t:4569 t:95625 epi:nan +opt_step:95000 lr:0.0003 alpha:0.007467 +2026-02-11 01:13:35 | INFO | PID:1596 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:3727.00 total_reward_ma:865.64 loss:-2.867 fps:334.9 +frame:1.54e+06 wall_t:4598 t:96250 epi:nan +opt_step:95625 lr:0.0003 alpha:0.007268 +2026-02-11 01:14:04 | INFO | PID:1596 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:4046.00 total_reward_ma:899.21 loss:-2.856 fps:335 +frame:1.55e+06 wall_t:4627 t:96875 epi:nan +opt_step:96250 lr:0.0003 alpha:0.007519 +2026-02-11 01:14:34 | INFO | PID:1596 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:4116.00 total_reward_ma:933.81 loss:-2.858 fps:335 +frame:1.56e+06 wall_t:4657 t:97500 epi:nan +opt_step:96875 lr:0.0003 alpha:0.007555 +2026-02-11 01:15:05 | INFO | PID:1596 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:4235.00 total_reward_ma:969.80 loss:-2.869 fps:334.9 +frame:1.57e+06 wall_t:4688 t:98125 epi:nan +opt_step:97500 lr:0.0003 alpha:0.007633 +2026-02-11 01:15:34 | INFO | PID:1596 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:4464.00 total_reward_ma:1008.37 loss:-2.838 fps:335 +frame:1.58e+06 wall_t:4717 t:98750 epi:nan +opt_step:98125 lr:0.0003 alpha:0.007644 +2026-02-11 01:16:03 | INFO | PID:1596 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:4656.00 total_reward_ma:1048.97 loss:-2.85 fps:335 +frame:1.59e+06 wall_t:4746 t:99375 epi:nan +opt_step:98750 lr:0.0003 alpha:0.007749 +2026-02-11 01:16:32 | INFO | PID:1596 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:4980.00 total_reward_ma:1093.01 loss:-2.871 fps:335 +frame:1.60e+06 wall_t:4776 t:100000 epi:nan +opt_step:99375 lr:0.0003 alpha:0.007591 +2026-02-11 01:17:03 | INFO | PID:1596 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:5001.00 total_reward_ma:1137.32 loss:-2.892 fps:335 +frame:1.61e+06 wall_t:4806 t:100625 epi:nan +opt_step:100000 lr:0.0003 alpha:0.007838 +2026-02-11 01:17:34 | INFO | PID:1596 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:5604.00 total_reward_ma:1187.84 loss:-2.91 fps:334.9 +frame:1.62e+06 wall_t:4837 t:101250 epi:nan +opt_step:100625 lr:0.0003 alpha:0.007769 +2026-02-11 01:18:04 | INFO | PID:1596 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:5676.00 total_reward_ma:1239.17 loss:-2.84 fps:334.9 +frame:1.63e+06 wall_t:4867 t:101875 epi:nan +opt_step:101250 lr:0.0003 alpha:0.007641 +2026-02-11 01:18:35 | INFO | PID:1596 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:5906.00 total_reward_ma:1292.79 loss:-2.917 fps:334.8 +frame:1.64e+06 wall_t:4898 t:102500 epi:nan +opt_step:101875 lr:0.0003 alpha:0.007719 +2026-02-11 01:19:04 | INFO | PID:1596 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:6151.00 total_reward_ma:1349.11 loss:-2.905 fps:334.8 +frame:1.65e+06 wall_t:4928 t:103125 epi:nan +opt_step:102500 lr:0.0003 alpha:0.007786 +2026-02-11 01:19:35 | INFO | PID:1596 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:6257.00 total_reward_ma:1406.42 loss:-2.969 fps:334.8 +frame:1.66e+06 wall_t:4958 t:103750 epi:nan +opt_step:103125 lr:0.0003 alpha:0.007784 +2026-02-11 01:20:04 | INFO | PID:1596 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:6327.00 total_reward_ma:1464.56 loss:-2.925 fps:334.9 +frame:1.67e+06 wall_t:4987 t:104375 epi:nan +opt_step:103750 lr:0.0003 alpha:0.007568 +2026-02-11 01:20:33 | INFO | PID:1596 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:6590.00 total_reward_ma:1525.40 loss:-2.954 fps:334.9 +frame:1.68e+06 wall_t:5016 t:105000 epi:nan +opt_step:104375 lr:0.0003 alpha:0.007766 +2026-02-11 01:21:03 | INFO | PID:1596 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:6683.00 total_reward_ma:1587.31 loss:-2.946 fps:334.9 +frame:1.69e+06 wall_t:5046 t:105625 epi:nan +opt_step:105000 lr:0.0003 alpha:0.007813 +2026-02-11 01:21:32 | INFO | PID:1596 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:6837.00 total_reward_ma:1650.82 loss:-2.918 fps:335 +frame:1.70e+06 wall_t:5075 t:106250 epi:nan +opt_step:105625 lr:0.0003 alpha:0.007744 +2026-02-11 01:22:02 | INFO | PID:1596 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:6967.00 total_reward_ma:1715.60 loss:-2.937 fps:335 +frame:1.71e+06 wall_t:5105 t:106875 epi:nan +opt_step:106250 lr:0.0003 alpha:0.007822 +2026-02-11 01:22:32 | INFO | PID:1596 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:7069.00 total_reward_ma:1781.39 loss:-3.062 fps:335 +frame:1.72e+06 wall_t:5135 t:107500 epi:nan +opt_step:106875 lr:0.0003 alpha:0.008214 +2026-02-11 01:23:03 | INFO | PID:1596 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:7257.00 total_reward_ma:1849.05 loss:-2.963 fps:334.9 +frame:1.73e+06 wall_t:5166 t:108125 epi:nan +opt_step:107500 lr:0.0003 alpha:0.007886 +2026-02-11 01:23:32 | INFO | PID:1596 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:7578.00 total_reward_ma:1920.14 loss:-3.016 fps:334.9 +frame:1.74e+06 wall_t:5195 t:108750 epi:nan +opt_step:108125 lr:0.0003 alpha:0.008096 +2026-02-11 01:24:02 | INFO | PID:1596 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:7641.00 total_reward_ma:1991.92 loss:-2.978 fps:334.9 +frame:1.75e+06 wall_t:5225 t:109375 epi:nan +opt_step:108750 lr:0.0003 alpha:0.008302 +2026-02-11 01:24:32 | INFO | PID:1596 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:7843.00 total_reward_ma:2065.75 loss:-2.979 fps:334.9 +frame:1.76e+06 wall_t:5255 t:110000 epi:nan +opt_step:109375 lr:0.0003 alpha:0.008281 +2026-02-11 01:25:02 | INFO | PID:1596 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:7995.00 total_reward_ma:2141.12 loss:-3.066 fps:334.9 +frame:1.77e+06 wall_t:5285 t:110625 epi:nan +opt_step:110000 lr:0.0003 alpha:0.008154 +2026-02-11 01:25:30 | INFO | PID:1596 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:7986.00 total_reward_ma:2216.31 loss:-3.055 fps:335 +frame:1.78e+06 wall_t:5313 t:111250 epi:nan +opt_step:110625 lr:0.0003 alpha:0.008113 +2026-02-11 01:26:00 | INFO | PID:1596 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:7986.00 total_reward_ma:2291.57 loss:-3.082 fps:335 +frame:1.79e+06 wall_t:5343 t:111875 epi:nan +opt_step:111250 lr:0.0003 alpha:0.00814 +2026-02-11 01:26:30 | INFO | PID:1596 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:7995.00 total_reward_ma:2366.79 loss:-3.092 fps:335 +frame:1.80e+06 wall_t:5373 t:112500 epi:nan +opt_step:111875 lr:0.0003 alpha:0.00832 +2026-02-11 01:27:00 | INFO | PID:1596 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:8135.00 total_reward_ma:2443.36 loss:-3.151 fps:335 +frame:1.81e+06 wall_t:5403 t:113125 epi:nan +opt_step:112500 lr:0.0003 alpha:0.008387 +2026-02-11 01:27:30 | INFO | PID:1596 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:8202.00 total_reward_ma:2520.69 loss:-3.074 fps:335 +frame:1.82e+06 wall_t:5433 t:113750 epi:nan +opt_step:113125 lr:0.0003 alpha:0.008328 +2026-02-11 01:28:01 | INFO | PID:1596 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:8148.00 total_reward_ma:2597.60 loss:-3.157 fps:334.9 +frame:1.83e+06 wall_t:5464 t:114375 epi:nan +opt_step:113750 lr:0.0003 alpha:0.008346 +2026-02-11 01:28:31 | INFO | PID:1596 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:8252.00 total_reward_ma:2675.74 loss:-3.127 fps:334.9 +frame:1.84e+06 wall_t:5494 t:115000 epi:nan +opt_step:114375 lr:0.0003 alpha:0.008628 +2026-02-11 01:29:02 | INFO | PID:1596 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:8245.00 total_reward_ma:2753.88 loss:-3.162 fps:334.8 +frame:1.85e+06 wall_t:5525 t:115625 epi:nan +opt_step:115000 lr:0.0003 alpha:0.008711 +2026-02-11 01:29:32 | INFO | PID:1596 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:8301.00 total_reward_ma:2832.54 loss:-3.105 fps:334.8 +frame:1.86e+06 wall_t:5555 t:116250 epi:nan +opt_step:115625 lr:0.0003 alpha:0.008558 +2026-02-11 01:30:02 | INFO | PID:1596 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:8221.00 total_reward_ma:2910.42 loss:-3.086 fps:334.8 +frame:1.87e+06 wall_t:5585 t:116875 epi:nan +opt_step:116250 lr:0.0003 alpha:0.00877 +2026-02-11 01:30:30 | INFO | PID:1596 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:8186.00 total_reward_ma:2988.00 loss:-3.258 fps:334.9 +frame:1.88e+06 wall_t:5613 t:117500 epi:nan +opt_step:116875 lr:0.0003 alpha:0.008582 +2026-02-11 01:30:59 | INFO | PID:1596 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:8169.00 total_reward_ma:3065.44 loss:-3.181 fps:334.9 +frame:1.89e+06 wall_t:5643 t:118125 epi:nan +opt_step:117500 lr:0.0003 alpha:0.008438 +2026-02-11 01:31:29 | INFO | PID:1596 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:8055.00 total_reward_ma:3141.83 loss:-3.226 fps:335 +frame:1.90e+06 wall_t:5672 t:118750 epi:nan +opt_step:118125 lr:0.0003 alpha:0.00855 +2026-02-11 01:32:00 | INFO | PID:1596 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:8317.00 total_reward_ma:3220.72 loss:-3.255 fps:334.9 +frame:1.91e+06 wall_t:5703 t:119375 epi:nan +opt_step:118750 lr:0.0003 alpha:0.008297 +2026-02-11 01:32:30 | INFO | PID:1596 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:8342.00 total_reward_ma:3299.94 loss:-3.334 fps:334.9 +frame:1.92e+06 wall_t:5733 t:120000 epi:nan +opt_step:119375 lr:0.0003 alpha:0.008463 +2026-02-11 01:32:59 | INFO | PID:1596 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:8393.00 total_reward_ma:3379.82 loss:-3.209 fps:335 +frame:1.93e+06 wall_t:5762 t:120625 epi:nan +opt_step:120000 lr:0.0003 alpha:0.008555 +2026-02-11 01:33:29 | INFO | PID:1596 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:8400.00 total_reward_ma:3459.67 loss:-3.328 fps:334.9 +frame:1.94e+06 wall_t:5792 t:121250 epi:nan +opt_step:120625 lr:0.0003 alpha:0.008574 +2026-02-11 01:33:58 | INFO | PID:1596 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:8560.00 total_reward_ma:3541.16 loss:-3.295 fps:335 +frame:1.95e+06 wall_t:5821 t:121875 epi:nan +opt_step:121250 lr:0.0003 alpha:0.008477 +2026-02-11 01:34:28 | INFO | PID:1596 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:8218.00 total_reward_ma:3619.24 loss:-3.385 fps:335 +frame:1.96e+06 wall_t:5851 t:122500 epi:nan +opt_step:121875 lr:0.0003 alpha:0.008759 +2026-02-11 01:34:58 | INFO | PID:1596 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:8319.00 total_reward_ma:3698.30 loss:-3.317 fps:335 +frame:1.97e+06 wall_t:5881 t:123125 epi:nan +opt_step:122500 lr:0.0003 alpha:0.008611 +2026-02-11 01:35:27 | INFO | PID:1596 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:8346.00 total_reward_ma:3777.66 loss:-3.317 fps:335 +frame:1.98e+06 wall_t:5910 t:123750 epi:nan +opt_step:123125 lr:0.0003 alpha:0.008657 +2026-02-11 01:35:58 | INFO | PID:1596 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:8524.00 total_reward_ma:3858.67 loss:-3.437 fps:335 +frame:1.99e+06 wall_t:5941 t:124375 epi:nan +opt_step:123750 lr:0.0003 alpha:0.008465 +2026-02-11 01:36:27 | INFO | PID:1596 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:8524.00 total_reward_ma:3939.64 loss:-3.417 fps:335 +frame:2.00e+06 wall_t:5970 t:125000 epi:nan +opt_step:124375 lr:0.0003 alpha:0.008716 +2026-02-11 01:36:28 | INFO | PID:1596 | slm_lab.lib.logger:info | Session 1 done diff --git a/data/sac_atari_stargunner_2026_02_10_235649/log/sac_atari_stargunner_t0_s2.log b/data/sac_atari_stargunner_2026_02_10_235649/log/sac_atari_stargunner_t0_s2.log new file mode 100644 index 0000000000000000000000000000000000000000..7a319f33d46513f0559d717380c634f65fed900f --- /dev/null +++ b/data/sac_atari_stargunner_2026_02_10_235649/log/sac_atari_stargunner_t0_s2.log @@ -0,0 +1,802 @@ +2026-02-10 23:56:54 | INFO | PID:1597 | slm_lab.env:_make_vector_env | AtariVectorEnv: 16 envs, native preprocessing +2026-02-10 23:57:45 | INFO | PID:1597 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:550.00 total_reward_ma:550.00 loss:nan fps:208.3 +frame:1.00e+04 wall_t:48 t:625 epi:nan +opt_step:0 lr:0.0003 alpha:1 +2026-02-10 23:58:15 | INFO | PID:1597 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:636.36 total_reward_ma:593.18 loss:-9.153 fps:256.4 +frame:2.00e+04 wall_t:78 t:1250 epi:nan +opt_step:625 lr:0.0003 alpha:0.8345 +2026-02-10 23:58:44 | INFO | PID:1597 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:520.00 total_reward_ma:568.79 loss:-14.28 fps:280.4 +frame:3.00e+04 wall_t:107 t:1875 epi:nan +opt_step:1250 lr:0.0003 alpha:0.7059 +2026-02-10 23:59:15 | INFO | PID:1597 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:528.12 total_reward_ma:558.62 loss:-18.94 fps:289.9 +frame:4.00e+04 wall_t:138 t:2500 epi:nan +opt_step:1875 lr:0.0003 alpha:0.6026 +2026-02-10 23:59:45 | INFO | PID:1597 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:519.51 total_reward_ma:550.80 loss:-22.38 fps:297.6 +frame:5.00e+04 wall_t:168 t:3125 epi:nan +opt_step:2500 lr:0.0003 alpha:0.5177 +2026-02-11 00:00:15 | INFO | PID:1597 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:562.00 total_reward_ma:552.67 loss:-25.54 fps:303 +frame:6.00e+04 wall_t:198 t:3750 epi:nan +opt_step:3125 lr:0.0003 alpha:0.4468 +2026-02-11 00:00:44 | INFO | PID:1597 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:566.67 total_reward_ma:554.67 loss:-27.91 fps:307 +frame:7.00e+04 wall_t:228 t:4375 epi:nan +opt_step:3750 lr:0.0003 alpha:0.3868 +2026-02-11 00:01:15 | INFO | PID:1597 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:584.85 total_reward_ma:558.44 loss:-30.2 fps:310.1 +frame:8.00e+04 wall_t:258 t:5000 epi:nan +opt_step:4375 lr:0.0003 alpha:0.3356 +2026-02-11 00:01:45 | INFO | PID:1597 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:606.67 total_reward_ma:563.80 loss:-31.64 fps:312.5 +frame:9.00e+04 wall_t:288 t:5625 epi:nan +opt_step:5000 lr:0.0003 alpha:0.2916 +2026-02-11 00:02:16 | INFO | PID:1597 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:616.05 total_reward_ma:569.02 loss:-33.27 fps:313.5 +frame:1.00e+05 wall_t:319 t:6250 epi:nan +opt_step:5625 lr:0.0003 alpha:0.2536 +2026-02-11 00:02:46 | INFO | PID:1597 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:628.26 total_reward_ma:574.41 loss:-33.46 fps:315.2 +frame:1.10e+05 wall_t:349 t:6875 epi:nan +opt_step:6250 lr:0.0003 alpha:0.2208 +2026-02-11 00:03:16 | INFO | PID:1597 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:622.00 total_reward_ma:578.37 loss:-34.48 fps:316.6 +frame:1.20e+05 wall_t:379 t:7500 epi:nan +opt_step:6875 lr:0.0003 alpha:0.1923 +2026-02-11 00:03:47 | INFO | PID:1597 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:606.00 total_reward_ma:580.50 loss:-34.24 fps:317.1 +frame:1.30e+05 wall_t:410 t:8125 epi:nan +opt_step:7500 lr:0.0003 alpha:0.1676 +2026-02-11 00:04:16 | INFO | PID:1597 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:634.00 total_reward_ma:584.32 loss:-34.83 fps:318.9 +frame:1.40e+05 wall_t:439 t:8750 epi:nan +opt_step:8125 lr:0.0003 alpha:0.1461 +2026-02-11 00:04:46 | INFO | PID:1597 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:633.00 total_reward_ma:587.57 loss:-35.31 fps:319.8 +frame:1.50e+05 wall_t:469 t:9375 epi:nan +opt_step:8750 lr:0.0003 alpha:0.1274 +2026-02-11 00:05:15 | INFO | PID:1597 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:658.00 total_reward_ma:591.97 loss:-35.07 fps:320.6 +frame:1.60e+05 wall_t:499 t:10000 epi:nan +opt_step:9375 lr:0.0003 alpha:0.1111 +2026-02-11 00:05:46 | INFO | PID:1597 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:655.00 total_reward_ma:595.68 loss:-34.68 fps:321.4 +frame:1.70e+05 wall_t:529 t:10625 epi:nan +opt_step:10000 lr:0.0003 alpha:0.09697 +2026-02-11 00:06:16 | INFO | PID:1597 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:644.00 total_reward_ma:598.36 loss:-34.25 fps:322 +frame:1.80e+05 wall_t:559 t:11250 epi:nan +opt_step:10625 lr:0.0003 alpha:0.08464 +2026-02-11 00:06:45 | INFO | PID:1597 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:641.00 total_reward_ma:600.60 loss:-33.54 fps:323.1 +frame:1.90e+05 wall_t:588 t:11875 epi:nan +opt_step:11250 lr:0.0003 alpha:0.07389 +2026-02-11 00:07:15 | INFO | PID:1597 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:628.00 total_reward_ma:601.97 loss:-33.4 fps:323.6 +frame:2.00e+05 wall_t:618 t:12500 epi:nan +opt_step:11875 lr:0.0003 alpha:0.06453 +2026-02-11 00:07:45 | INFO | PID:1597 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:662.00 total_reward_ma:604.83 loss:-33.02 fps:324.1 +frame:2.10e+05 wall_t:648 t:13125 epi:nan +opt_step:12500 lr:0.0003 alpha:0.05637 +2026-02-11 00:08:15 | INFO | PID:1597 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:669.00 total_reward_ma:607.75 loss:-32.35 fps:324.5 +frame:2.20e+05 wall_t:678 t:13750 epi:nan +opt_step:13125 lr:0.0003 alpha:0.04926 +2026-02-11 00:08:44 | INFO | PID:1597 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:695.00 total_reward_ma:611.54 loss:-31.84 fps:325.3 +frame:2.30e+05 wall_t:707 t:14375 epi:nan +opt_step:13750 lr:0.0003 alpha:0.04306 +2026-02-11 00:09:14 | INFO | PID:1597 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:696.00 total_reward_ma:615.06 loss:-31.15 fps:325.6 +frame:2.40e+05 wall_t:737 t:15000 epi:nan +opt_step:14375 lr:0.0003 alpha:0.03766 +2026-02-11 00:09:44 | INFO | PID:1597 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:726.00 total_reward_ma:619.50 loss:-30.62 fps:325.9 +frame:2.50e+05 wall_t:767 t:15625 epi:nan +opt_step:15000 lr:0.0003 alpha:0.03297 +2026-02-11 00:10:15 | INFO | PID:1597 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:734.00 total_reward_ma:623.90 loss:-29.81 fps:325.8 +frame:2.60e+05 wall_t:798 t:16250 epi:nan +opt_step:15625 lr:0.0003 alpha:0.02887 +2026-02-11 00:10:45 | INFO | PID:1597 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:739.00 total_reward_ma:628.17 loss:-29.06 fps:326.1 +frame:2.70e+05 wall_t:828 t:16875 epi:nan +opt_step:16250 lr:0.0003 alpha:0.02529 +2026-02-11 00:11:14 | INFO | PID:1597 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:755.00 total_reward_ma:632.70 loss:-28.02 fps:326.7 +frame:2.80e+05 wall_t:857 t:17500 epi:nan +opt_step:16875 lr:0.0003 alpha:0.02218 +2026-02-11 00:11:44 | INFO | PID:1597 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:767.00 total_reward_ma:637.33 loss:-27.87 fps:326.9 +frame:2.90e+05 wall_t:887 t:18125 epi:nan +opt_step:17500 lr:0.0003 alpha:0.01947 +2026-02-11 00:12:13 | INFO | PID:1597 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:773.00 total_reward_ma:641.85 loss:-27.3 fps:327.2 +frame:3.00e+05 wall_t:917 t:18750 epi:nan +opt_step:18125 lr:0.0003 alpha:0.01712 +2026-02-11 00:12:44 | INFO | PID:1597 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:773.00 total_reward_ma:646.08 loss:-25.91 fps:327.3 +frame:3.10e+05 wall_t:947 t:19375 epi:nan +opt_step:18750 lr:0.0003 alpha:0.01506 +2026-02-11 00:13:14 | INFO | PID:1597 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:738.00 total_reward_ma:648.95 loss:-25.93 fps:327.5 +frame:3.20e+05 wall_t:977 t:20000 epi:nan +opt_step:19375 lr:0.0003 alpha:0.01329 +2026-02-11 00:13:43 | INFO | PID:1597 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:747.00 total_reward_ma:651.92 loss:-24.79 fps:328 +frame:3.30e+05 wall_t:1006 t:20625 epi:nan +opt_step:20000 lr:0.0003 alpha:0.01175 +2026-02-11 00:14:13 | INFO | PID:1597 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:735.00 total_reward_ma:654.37 loss:-24.41 fps:328.2 +frame:3.40e+05 wall_t:1036 t:21250 epi:nan +opt_step:20625 lr:0.0003 alpha:0.01042 +2026-02-11 00:14:43 | INFO | PID:1597 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:737.00 total_reward_ma:656.73 loss:-23.3 fps:328.3 +frame:3.50e+05 wall_t:1066 t:21875 epi:nan +opt_step:21250 lr:0.0003 alpha:0.009239 +2026-02-11 00:15:13 | INFO | PID:1597 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:724.00 total_reward_ma:658.60 loss:-23.12 fps:328.5 +frame:3.60e+05 wall_t:1096 t:22500 epi:nan +opt_step:21875 lr:0.0003 alpha:0.008217 +2026-02-11 00:15:44 | INFO | PID:1597 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:718.00 total_reward_ma:660.20 loss:-22.58 fps:328.3 +frame:3.70e+05 wall_t:1127 t:23125 epi:nan +opt_step:22500 lr:0.0003 alpha:0.007408 +2026-02-11 00:16:13 | INFO | PID:1597 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:718.00 total_reward_ma:661.72 loss:-22.04 fps:328.4 +frame:3.80e+05 wall_t:1157 t:23750 epi:nan +opt_step:23125 lr:0.0003 alpha:0.006738 +2026-02-11 00:16:44 | INFO | PID:1597 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:717.00 total_reward_ma:663.14 loss:-21.35 fps:328.6 +frame:3.90e+05 wall_t:1187 t:24375 epi:nan +opt_step:23750 lr:0.0003 alpha:0.006738 +2026-02-11 00:17:13 | INFO | PID:1597 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:725.00 total_reward_ma:664.69 loss:-20.99 fps:328.9 +frame:4.00e+05 wall_t:1216 t:25000 epi:nan +opt_step:24375 lr:0.0003 alpha:0.006738 +2026-02-11 00:17:43 | INFO | PID:1597 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:722.00 total_reward_ma:666.09 loss:-20.19 fps:329.1 +frame:4.10e+05 wall_t:1246 t:25625 epi:nan +opt_step:25000 lr:0.0003 alpha:0.006738 +2026-02-11 00:18:13 | INFO | PID:1597 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:722.00 total_reward_ma:667.42 loss:-19.56 fps:329.2 +frame:4.20e+05 wall_t:1276 t:26250 epi:nan +opt_step:25625 lr:0.0003 alpha:0.006738 +2026-02-11 00:18:43 | INFO | PID:1597 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:693.00 total_reward_ma:668.01 loss:-19.16 fps:329.2 +frame:4.30e+05 wall_t:1306 t:26875 epi:nan +opt_step:26250 lr:0.0003 alpha:0.006738 +2026-02-11 00:19:12 | INFO | PID:1597 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:695.00 total_reward_ma:668.62 loss:-18.41 fps:329.6 +frame:4.40e+05 wall_t:1335 t:27500 epi:nan +opt_step:26875 lr:0.0003 alpha:0.006738 +2026-02-11 00:19:42 | INFO | PID:1597 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:700.00 total_reward_ma:669.32 loss:-17.84 fps:329.7 +frame:4.50e+05 wall_t:1365 t:28125 epi:nan +opt_step:27500 lr:0.0003 alpha:0.006738 +2026-02-11 00:20:11 | INFO | PID:1597 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:703.00 total_reward_ma:670.05 loss:-17.55 fps:330 +frame:4.60e+05 wall_t:1394 t:28750 epi:nan +opt_step:28125 lr:0.0003 alpha:0.006738 +2026-02-11 00:20:41 | INFO | PID:1597 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:679.00 total_reward_ma:670.24 loss:-17.23 fps:330.1 +frame:4.70e+05 wall_t:1424 t:29375 epi:nan +opt_step:28750 lr:0.0003 alpha:0.006738 +2026-02-11 00:21:13 | INFO | PID:1597 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:653.00 total_reward_ma:669.89 loss:-16.7 fps:329.7 +frame:4.80e+05 wall_t:1456 t:30000 epi:nan +opt_step:29375 lr:0.0003 alpha:0.006738 +2026-02-11 00:21:43 | INFO | PID:1597 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:645.00 total_reward_ma:669.38 loss:-15.99 fps:329.7 +frame:4.90e+05 wall_t:1486 t:30625 epi:nan +opt_step:30000 lr:0.0003 alpha:0.006738 +2026-02-11 00:22:13 | INFO | PID:1597 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:637.00 total_reward_ma:668.73 loss:-15.73 fps:329.8 +frame:5.00e+05 wall_t:1516 t:31250 epi:nan +opt_step:30625 lr:0.0003 alpha:0.006738 +2026-02-11 00:22:43 | INFO | PID:1597 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:626.00 total_reward_ma:667.89 loss:-15.25 fps:329.9 +frame:5.10e+05 wall_t:1546 t:31875 epi:nan +opt_step:31250 lr:0.0003 alpha:0.006738 +2026-02-11 00:23:13 | INFO | PID:1597 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:605.00 total_reward_ma:666.68 loss:-14.92 fps:329.9 +frame:5.20e+05 wall_t:1576 t:32500 epi:nan +opt_step:31875 lr:0.0003 alpha:0.006738 +2026-02-11 00:23:43 | INFO | PID:1597 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:611.00 total_reward_ma:665.63 loss:-14.19 fps:330 +frame:5.30e+05 wall_t:1606 t:33125 epi:nan +opt_step:32500 lr:0.0003 alpha:0.006738 +2026-02-11 00:24:12 | INFO | PID:1597 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:617.00 total_reward_ma:664.73 loss:-14.02 fps:330.3 +frame:5.40e+05 wall_t:1635 t:33750 epi:nan +opt_step:33125 lr:0.0003 alpha:0.006738 +2026-02-11 00:24:41 | INFO | PID:1597 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:610.00 total_reward_ma:663.74 loss:-13.84 fps:330.3 +frame:5.50e+05 wall_t:1665 t:34375 epi:nan +opt_step:33750 lr:0.0003 alpha:0.006738 +2026-02-11 00:25:11 | INFO | PID:1597 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:589.00 total_reward_ma:662.40 loss:-13.28 fps:330.6 +frame:5.60e+05 wall_t:1694 t:35000 epi:nan +opt_step:34375 lr:0.0003 alpha:0.006738 +2026-02-11 00:25:42 | INFO | PID:1597 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:580.00 total_reward_ma:660.96 loss:-13.13 fps:330.4 +frame:5.70e+05 wall_t:1725 t:35625 epi:nan +opt_step:35000 lr:0.0003 alpha:0.006738 +2026-02-11 00:26:12 | INFO | PID:1597 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:561.00 total_reward_ma:659.23 loss:-12.71 fps:330.3 +frame:5.80e+05 wall_t:1756 t:36250 epi:nan +opt_step:35625 lr:0.0003 alpha:0.006738 +2026-02-11 00:26:42 | INFO | PID:1597 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:580.00 total_reward_ma:657.89 loss:-12.01 fps:330.5 +frame:5.90e+05 wall_t:1785 t:36875 epi:nan +opt_step:36250 lr:0.0003 alpha:0.006738 +2026-02-11 00:27:12 | INFO | PID:1597 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:604.00 total_reward_ma:656.99 loss:-11.99 fps:330.6 +frame:6.00e+05 wall_t:1815 t:37500 epi:nan +opt_step:36875 lr:0.0003 alpha:0.006738 +2026-02-11 00:27:41 | INFO | PID:1597 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:601.00 total_reward_ma:656.07 loss:-11.57 fps:330.8 +frame:6.10e+05 wall_t:1844 t:38125 epi:nan +opt_step:37500 lr:0.0003 alpha:0.006738 +2026-02-11 00:28:10 | INFO | PID:1597 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:595.00 total_reward_ma:655.09 loss:-11.27 fps:330.8 +frame:6.20e+05 wall_t:1874 t:38750 epi:nan +opt_step:38125 lr:0.0003 alpha:0.006738 +2026-02-11 00:28:39 | INFO | PID:1597 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:579.00 total_reward_ma:653.88 loss:-11.38 fps:331.1 +frame:6.30e+05 wall_t:1903 t:39375 epi:nan +opt_step:38750 lr:0.0003 alpha:0.006738 +2026-02-11 00:29:09 | INFO | PID:1597 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:602.00 total_reward_ma:653.07 loss:-10.88 fps:331.3 +frame:6.40e+05 wall_t:1932 t:40000 epi:nan +opt_step:39375 lr:0.0003 alpha:0.006738 +2026-02-11 00:29:40 | INFO | PID:1597 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:602.00 total_reward_ma:652.28 loss:-10.73 fps:331.1 +frame:6.50e+05 wall_t:1963 t:40625 epi:nan +opt_step:40000 lr:0.0003 alpha:0.006738 +2026-02-11 00:30:10 | INFO | PID:1597 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:594.00 total_reward_ma:651.40 loss:-10.42 fps:331.2 +frame:6.60e+05 wall_t:1993 t:41250 epi:nan +opt_step:40625 lr:0.0003 alpha:0.006738 +2026-02-11 00:30:40 | INFO | PID:1597 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:609.00 total_reward_ma:650.77 loss:-10 fps:331.2 +frame:6.70e+05 wall_t:2023 t:41875 epi:nan +opt_step:41250 lr:0.0003 alpha:0.006738 +2026-02-11 00:31:09 | INFO | PID:1597 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:605.00 total_reward_ma:650.10 loss:-9.91 fps:331.4 +frame:6.80e+05 wall_t:2052 t:42500 epi:nan +opt_step:41875 lr:0.0003 alpha:0.007011 +2026-02-11 00:31:40 | INFO | PID:1597 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:611.00 total_reward_ma:649.53 loss:-9.717 fps:331.3 +frame:6.90e+05 wall_t:2083 t:43125 epi:nan +opt_step:42500 lr:0.0003 alpha:0.006824 +2026-02-11 00:32:10 | INFO | PID:1597 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:605.00 total_reward_ma:648.89 loss:-9.469 fps:331.3 +frame:7.00e+05 wall_t:2113 t:43750 epi:nan +opt_step:43125 lr:0.0003 alpha:0.006792 +2026-02-11 00:32:41 | INFO | PID:1597 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:582.00 total_reward_ma:647.95 loss:-9.276 fps:331.2 +frame:7.10e+05 wall_t:2144 t:44375 epi:nan +opt_step:43750 lr:0.0003 alpha:0.007829 +2026-02-11 00:33:11 | INFO | PID:1597 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:578.00 total_reward_ma:646.98 loss:-9.076 fps:331.2 +frame:7.20e+05 wall_t:2174 t:45000 epi:nan +opt_step:44375 lr:0.0003 alpha:0.008706 +2026-02-11 00:33:41 | INFO | PID:1597 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:573.00 total_reward_ma:645.97 loss:-8.865 fps:331.2 +frame:7.30e+05 wall_t:2204 t:45625 epi:nan +opt_step:45000 lr:0.0003 alpha:0.01039 +2026-02-11 00:34:09 | INFO | PID:1597 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:566.00 total_reward_ma:644.89 loss:-8.717 fps:331.5 +frame:7.40e+05 wall_t:2232 t:46250 epi:nan +opt_step:45625 lr:0.0003 alpha:0.01137 +2026-02-11 00:34:39 | INFO | PID:1597 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:565.00 total_reward_ma:643.82 loss:-8.474 fps:331.6 +frame:7.50e+05 wall_t:2262 t:46875 epi:nan +opt_step:46250 lr:0.0003 alpha:0.01348 +2026-02-11 00:35:08 | INFO | PID:1597 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:541.00 total_reward_ma:642.47 loss:-8.434 fps:331.7 +frame:7.60e+05 wall_t:2291 t:47500 epi:nan +opt_step:46875 lr:0.0003 alpha:0.01379 +2026-02-11 00:35:37 | INFO | PID:1597 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:525.00 total_reward_ma:640.94 loss:-8.37 fps:331.9 +frame:7.70e+05 wall_t:2320 t:48125 epi:nan +opt_step:47500 lr:0.0003 alpha:0.01519 +2026-02-11 00:36:06 | INFO | PID:1597 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:512.00 total_reward_ma:639.29 loss:-8.058 fps:332.1 +frame:7.80e+05 wall_t:2349 t:48750 epi:nan +opt_step:48125 lr:0.0003 alpha:0.01455 +2026-02-11 00:36:36 | INFO | PID:1597 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:489.00 total_reward_ma:637.39 loss:-7.93 fps:332.1 +frame:7.90e+05 wall_t:2379 t:49375 epi:nan +opt_step:48750 lr:0.0003 alpha:0.01409 +2026-02-11 00:37:06 | INFO | PID:1597 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:473.00 total_reward_ma:635.33 loss:-7.763 fps:332.1 +frame:8.00e+05 wall_t:2409 t:50000 epi:nan +opt_step:49375 lr:0.0003 alpha:0.01267 +2026-02-11 00:37:36 | INFO | PID:1597 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:475.00 total_reward_ma:633.35 loss:-7.67 fps:332.1 +frame:8.10e+05 wall_t:2439 t:50625 epi:nan +opt_step:50000 lr:0.0003 alpha:0.01264 +2026-02-11 00:38:05 | INFO | PID:1597 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:458.00 total_reward_ma:631.21 loss:-7.464 fps:332.3 +frame:8.20e+05 wall_t:2468 t:51250 epi:nan +opt_step:50625 lr:0.0003 alpha:0.01199 +2026-02-11 00:38:36 | INFO | PID:1597 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:468.00 total_reward_ma:629.25 loss:-7.373 fps:332.1 +frame:8.30e+05 wall_t:2499 t:51875 epi:nan +opt_step:51250 lr:0.0003 alpha:0.01075 +2026-02-11 00:39:06 | INFO | PID:1597 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:462.00 total_reward_ma:627.26 loss:-7.185 fps:332.1 +frame:8.40e+05 wall_t:2529 t:52500 epi:nan +opt_step:51875 lr:0.0003 alpha:0.01035 +2026-02-11 00:39:35 | INFO | PID:1597 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:452.00 total_reward_ma:625.19 loss:-6.935 fps:332.3 +frame:8.50e+05 wall_t:2558 t:53125 epi:nan +opt_step:52500 lr:0.0003 alpha:0.009382 +2026-02-11 00:40:05 | INFO | PID:1597 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:428.00 total_reward_ma:622.90 loss:-6.822 fps:332.3 +frame:8.60e+05 wall_t:2588 t:53750 epi:nan +opt_step:53125 lr:0.0003 alpha:0.008656 +2026-02-11 00:40:34 | INFO | PID:1597 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:423.00 total_reward_ma:620.60 loss:-6.498 fps:332.4 +frame:8.70e+05 wall_t:2617 t:54375 epi:nan +opt_step:53750 lr:0.0003 alpha:0.008535 +2026-02-11 00:41:03 | INFO | PID:1597 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:419.00 total_reward_ma:618.31 loss:-6.548 fps:332.6 +frame:8.80e+05 wall_t:2646 t:55000 epi:nan +opt_step:54375 lr:0.0003 alpha:0.008385 +2026-02-11 00:41:32 | INFO | PID:1597 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:409.00 total_reward_ma:615.96 loss:-6.287 fps:332.6 +frame:8.90e+05 wall_t:2676 t:55625 epi:nan +opt_step:55000 lr:0.0003 alpha:0.008522 +2026-02-11 00:42:03 | INFO | PID:1597 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:404.00 total_reward_ma:613.61 loss:-6.122 fps:332.6 +frame:9.00e+05 wall_t:2706 t:56250 epi:nan +opt_step:55625 lr:0.0003 alpha:0.008854 +2026-02-11 00:42:33 | INFO | PID:1597 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:390.00 total_reward_ma:611.15 loss:-6.247 fps:332.6 +frame:9.10e+05 wall_t:2736 t:56875 epi:nan +opt_step:56250 lr:0.0003 alpha:0.00838 +2026-02-11 00:43:03 | INFO | PID:1597 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:395.00 total_reward_ma:608.80 loss:-5.946 fps:332.6 +frame:9.20e+05 wall_t:2766 t:57500 epi:nan +opt_step:56875 lr:0.0003 alpha:0.007984 +2026-02-11 00:43:33 | INFO | PID:1597 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:399.00 total_reward_ma:606.54 loss:-5.831 fps:332.6 +frame:9.30e+05 wall_t:2796 t:58125 epi:nan +opt_step:57500 lr:0.0003 alpha:0.008393 +2026-02-11 00:44:03 | INFO | PID:1597 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:401.00 total_reward_ma:604.36 loss:-5.7 fps:332.6 +frame:9.40e+05 wall_t:2826 t:58750 epi:nan +opt_step:58125 lr:0.0003 alpha:0.008728 +2026-02-11 00:44:33 | INFO | PID:1597 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:385.00 total_reward_ma:602.05 loss:-5.582 fps:332.6 +frame:9.50e+05 wall_t:2856 t:59375 epi:nan +opt_step:58750 lr:0.0003 alpha:0.009772 +2026-02-11 00:45:02 | INFO | PID:1597 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:392.00 total_reward_ma:599.86 loss:-5.25 fps:332.8 +frame:9.60e+05 wall_t:2885 t:60000 epi:nan +opt_step:59375 lr:0.0003 alpha:0.009503 +2026-02-11 00:45:32 | INFO | PID:1597 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:391.00 total_reward_ma:597.71 loss:-5.186 fps:332.8 +frame:9.70e+05 wall_t:2915 t:60625 epi:nan +opt_step:60000 lr:0.0003 alpha:0.009293 +2026-02-11 00:46:02 | INFO | PID:1597 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:415.00 total_reward_ma:595.84 loss:-5.192 fps:332.8 +frame:9.80e+05 wall_t:2945 t:61250 epi:nan +opt_step:60625 lr:0.0003 alpha:0.009654 +2026-02-11 00:46:32 | INFO | PID:1597 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:419.00 total_reward_ma:594.06 loss:-4.957 fps:332.8 +frame:9.90e+05 wall_t:2975 t:61875 epi:nan +opt_step:61250 lr:0.0003 alpha:0.01001 +2026-02-11 00:47:02 | INFO | PID:1597 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:433.00 total_reward_ma:592.44 loss:-4.928 fps:332.8 +frame:1.00e+06 wall_t:3005 t:62500 epi:nan +opt_step:61875 lr:0.0003 alpha:0.01017 +2026-02-11 00:47:32 | INFO | PID:1597 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:462.00 total_reward_ma:591.56 loss:-4.826 fps:332.8 +frame:1.01e+06 wall_t:3035 t:63125 epi:nan +opt_step:62500 lr:0.0003 alpha:0.01124 +2026-02-11 00:48:00 | INFO | PID:1597 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:505.00 total_reward_ma:590.25 loss:-4.78 fps:333 +frame:1.02e+06 wall_t:3063 t:63750 epi:nan +opt_step:63125 lr:0.0003 alpha:0.01133 +2026-02-11 00:48:30 | INFO | PID:1597 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:517.00 total_reward_ma:590.22 loss:-4.765 fps:333 +frame:1.03e+06 wall_t:3093 t:64375 epi:nan +opt_step:63750 lr:0.0003 alpha:0.01162 +2026-02-11 00:49:00 | INFO | PID:1597 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:512.00 total_reward_ma:590.06 loss:-4.612 fps:333 +frame:1.04e+06 wall_t:3123 t:65000 epi:nan +opt_step:64375 lr:0.0003 alpha:0.01129 +2026-02-11 00:49:29 | INFO | PID:1597 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:534.00 total_reward_ma:590.20 loss:-4.681 fps:333 +frame:1.05e+06 wall_t:3153 t:65625 epi:nan +opt_step:65000 lr:0.0003 alpha:0.01168 +2026-02-11 00:49:59 | INFO | PID:1597 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:526.00 total_reward_ma:589.84 loss:-4.497 fps:333.1 +frame:1.06e+06 wall_t:3182 t:66250 epi:nan +opt_step:65625 lr:0.0003 alpha:0.01145 +2026-02-11 00:50:29 | INFO | PID:1597 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:540.00 total_reward_ma:589.58 loss:-4.383 fps:333 +frame:1.07e+06 wall_t:3213 t:66875 epi:nan +opt_step:66250 lr:0.0003 alpha:0.01151 +2026-02-11 00:51:00 | INFO | PID:1597 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:549.00 total_reward_ma:589.22 loss:-4.352 fps:333 +frame:1.08e+06 wall_t:3243 t:67500 epi:nan +opt_step:66875 lr:0.0003 alpha:0.01143 +2026-02-11 00:51:30 | INFO | PID:1597 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:590.00 total_reward_ma:589.05 loss:-4.372 fps:333 +frame:1.09e+06 wall_t:3273 t:68125 epi:nan +opt_step:67500 lr:0.0003 alpha:0.01078 +2026-02-11 00:52:00 | INFO | PID:1597 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:597.00 total_reward_ma:588.86 loss:-4.377 fps:333 +frame:1.10e+06 wall_t:3303 t:68750 epi:nan +opt_step:68125 lr:0.0003 alpha:0.0106 +2026-02-11 00:52:29 | INFO | PID:1597 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:603.00 total_reward_ma:588.61 loss:-4.164 fps:333.1 +frame:1.11e+06 wall_t:3332 t:69375 epi:nan +opt_step:68750 lr:0.0003 alpha:0.00996 +2026-02-11 00:53:00 | INFO | PID:1597 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:632.00 total_reward_ma:588.71 loss:-4.174 fps:333 +frame:1.12e+06 wall_t:3363 t:70000 epi:nan +opt_step:69375 lr:0.0003 alpha:0.009745 +2026-02-11 00:53:31 | INFO | PID:1597 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:649.00 total_reward_ma:589.14 loss:-4.163 fps:332.9 +frame:1.13e+06 wall_t:3394 t:70625 epi:nan +opt_step:70000 lr:0.0003 alpha:0.009502 +2026-02-11 00:54:01 | INFO | PID:1597 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:652.00 total_reward_ma:589.32 loss:-4.024 fps:332.9 +frame:1.14e+06 wall_t:3424 t:71250 epi:nan +opt_step:70625 lr:0.0003 alpha:0.009012 +2026-02-11 00:54:31 | INFO | PID:1597 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:665.00 total_reward_ma:589.64 loss:-3.971 fps:332.9 +frame:1.15e+06 wall_t:3454 t:71875 epi:nan +opt_step:71250 lr:0.0003 alpha:0.008848 +2026-02-11 00:55:01 | INFO | PID:1597 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:674.00 total_reward_ma:589.80 loss:-3.967 fps:333 +frame:1.16e+06 wall_t:3484 t:72500 epi:nan +opt_step:71875 lr:0.0003 alpha:0.008804 +2026-02-11 00:55:31 | INFO | PID:1597 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:694.00 total_reward_ma:590.19 loss:-3.941 fps:333 +frame:1.17e+06 wall_t:3514 t:73125 epi:nan +opt_step:72500 lr:0.0003 alpha:0.008332 +2026-02-11 00:56:01 | INFO | PID:1597 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:708.00 total_reward_ma:590.83 loss:-3.84 fps:333 +frame:1.18e+06 wall_t:3544 t:73750 epi:nan +opt_step:73125 lr:0.0003 alpha:0.008436 +2026-02-11 00:56:31 | INFO | PID:1597 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:756.00 total_reward_ma:591.98 loss:-3.794 fps:333 +frame:1.19e+06 wall_t:3574 t:74375 epi:nan +opt_step:73750 lr:0.0003 alpha:0.008354 +2026-02-11 00:57:01 | INFO | PID:1597 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:849.00 total_reward_ma:594.19 loss:-3.706 fps:333 +frame:1.20e+06 wall_t:3604 t:75000 epi:nan +opt_step:74375 lr:0.0003 alpha:0.008478 +2026-02-11 00:57:31 | INFO | PID:1597 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:904.00 total_reward_ma:596.61 loss:-3.647 fps:333 +frame:1.21e+06 wall_t:3634 t:75625 epi:nan +opt_step:75000 lr:0.0003 alpha:0.008277 +2026-02-11 00:58:01 | INFO | PID:1597 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:908.00 total_reward_ma:599.00 loss:-3.602 fps:333 +frame:1.22e+06 wall_t:3664 t:76250 epi:nan +opt_step:75625 lr:0.0003 alpha:0.007933 +2026-02-11 00:58:30 | INFO | PID:1597 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:945.00 total_reward_ma:601.50 loss:-3.595 fps:333.1 +frame:1.23e+06 wall_t:3693 t:76875 epi:nan +opt_step:76250 lr:0.0003 alpha:0.007947 +2026-02-11 00:59:00 | INFO | PID:1597 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:1120.00 total_reward_ma:605.74 loss:-3.597 fps:333.1 +frame:1.24e+06 wall_t:3723 t:77500 epi:nan +opt_step:76875 lr:0.0003 alpha:0.007971 +2026-02-11 00:59:31 | INFO | PID:1597 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:1162.00 total_reward_ma:610.10 loss:-3.535 fps:333 +frame:1.25e+06 wall_t:3754 t:78125 epi:nan +opt_step:77500 lr:0.0003 alpha:0.007861 +2026-02-11 01:00:01 | INFO | PID:1597 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:1170.00 total_reward_ma:614.46 loss:-3.508 fps:332.9 +frame:1.26e+06 wall_t:3785 t:78750 epi:nan +opt_step:78125 lr:0.0003 alpha:0.007735 +2026-02-11 01:00:32 | INFO | PID:1597 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:1238.00 total_reward_ma:619.45 loss:-3.4 fps:332.9 +frame:1.27e+06 wall_t:3815 t:79375 epi:nan +opt_step:78750 lr:0.0003 alpha:0.007467 +2026-02-11 01:01:01 | INFO | PID:1597 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:1272.00 total_reward_ma:624.62 loss:-3.426 fps:333 +frame:1.28e+06 wall_t:3844 t:80000 epi:nan +opt_step:79375 lr:0.0003 alpha:0.007792 +2026-02-11 01:01:31 | INFO | PID:1597 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:1442.00 total_reward_ma:631.37 loss:-3.417 fps:333 +frame:1.29e+06 wall_t:3874 t:80625 epi:nan +opt_step:80000 lr:0.0003 alpha:0.00774 +2026-02-11 01:02:00 | INFO | PID:1597 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:1649.00 total_reward_ma:640.13 loss:-3.413 fps:333.1 +frame:1.30e+06 wall_t:3903 t:81250 epi:nan +opt_step:80625 lr:0.0003 alpha:0.008056 +2026-02-11 01:02:28 | INFO | PID:1597 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:1709.00 total_reward_ma:649.49 loss:-3.346 fps:333.2 +frame:1.31e+06 wall_t:3932 t:81875 epi:nan +opt_step:81250 lr:0.0003 alpha:0.0078 +2026-02-11 01:02:57 | INFO | PID:1597 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:1832.00 total_reward_ma:660.43 loss:-3.306 fps:333.2 +frame:1.32e+06 wall_t:3961 t:82500 epi:nan +opt_step:81875 lr:0.0003 alpha:0.007569 +2026-02-11 01:03:28 | INFO | PID:1597 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:1836.00 total_reward_ma:671.32 loss:-3.259 fps:333.2 +frame:1.33e+06 wall_t:3991 t:83125 epi:nan +opt_step:82500 lr:0.0003 alpha:0.007697 +2026-02-11 01:03:57 | INFO | PID:1597 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:2099.00 total_reward_ma:684.96 loss:-3.291 fps:333.3 +frame:1.34e+06 wall_t:4020 t:83750 epi:nan +opt_step:83125 lr:0.0003 alpha:0.00762 +2026-02-11 01:04:27 | INFO | PID:1597 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:2265.00 total_reward_ma:700.24 loss:-3.231 fps:333.3 +frame:1.35e+06 wall_t:4050 t:84375 epi:nan +opt_step:83750 lr:0.0003 alpha:0.007664 +2026-02-11 01:04:57 | INFO | PID:1597 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:2332.00 total_reward_ma:716.32 loss:-3.227 fps:333.3 +frame:1.36e+06 wall_t:4080 t:85000 epi:nan +opt_step:84375 lr:0.0003 alpha:0.007496 +2026-02-11 01:05:27 | INFO | PID:1597 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:2461.00 total_reward_ma:733.75 loss:-3.162 fps:333.3 +frame:1.37e+06 wall_t:4110 t:85625 epi:nan +opt_step:85000 lr:0.0003 alpha:0.007653 +2026-02-11 01:05:56 | INFO | PID:1597 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:2711.00 total_reward_ma:753.68 loss:-3.248 fps:333.4 +frame:1.38e+06 wall_t:4139 t:86250 epi:nan +opt_step:85625 lr:0.0003 alpha:0.007522 +2026-02-11 01:06:25 | INFO | PID:1597 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:2951.00 total_reward_ma:776.02 loss:-3.207 fps:333.5 +frame:1.39e+06 wall_t:4168 t:86875 epi:nan +opt_step:86250 lr:0.0003 alpha:0.007308 +2026-02-11 01:06:55 | INFO | PID:1597 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:2999.00 total_reward_ma:798.76 loss:-3.218 fps:333.5 +frame:1.40e+06 wall_t:4198 t:87500 epi:nan +opt_step:86875 lr:0.0003 alpha:0.007403 +2026-02-11 01:07:25 | INFO | PID:1597 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:3194.00 total_reward_ma:823.48 loss:-3.163 fps:333.5 +frame:1.41e+06 wall_t:4228 t:88125 epi:nan +opt_step:87500 lr:0.0003 alpha:0.007354 +2026-02-11 01:07:55 | INFO | PID:1597 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:3418.00 total_reward_ma:850.44 loss:-3.085 fps:333.4 +frame:1.42e+06 wall_t:4259 t:88750 epi:nan +opt_step:88125 lr:0.0003 alpha:0.00758 +2026-02-11 01:08:26 | INFO | PID:1597 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:3682.00 total_reward_ma:880.33 loss:-3.111 fps:333.4 +frame:1.43e+06 wall_t:4289 t:89375 epi:nan +opt_step:88750 lr:0.0003 alpha:0.007465 +2026-02-11 01:08:56 | INFO | PID:1597 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:3860.00 total_reward_ma:911.98 loss:-3.122 fps:333.4 +frame:1.44e+06 wall_t:4319 t:90000 epi:nan +opt_step:89375 lr:0.0003 alpha:0.007627 +2026-02-11 01:09:27 | INFO | PID:1597 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:3885.00 total_reward_ma:943.83 loss:-3.108 fps:333.3 +frame:1.45e+06 wall_t:4350 t:90625 epi:nan +opt_step:90000 lr:0.0003 alpha:0.007231 +2026-02-11 01:09:57 | INFO | PID:1597 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:4012.00 total_reward_ma:976.92 loss:-3.173 fps:333.3 +frame:1.46e+06 wall_t:4380 t:91250 epi:nan +opt_step:90625 lr:0.0003 alpha:0.007125 +2026-02-11 01:10:27 | INFO | PID:1597 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:4058.00 total_reward_ma:1010.71 loss:-3.187 fps:333.3 +frame:1.47e+06 wall_t:4410 t:91875 epi:nan +opt_step:91250 lr:0.0003 alpha:0.007354 +2026-02-11 01:10:56 | INFO | PID:1597 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:4286.00 total_reward_ma:1047.04 loss:-3.15 fps:333.3 +frame:1.48e+06 wall_t:4440 t:92500 epi:nan +opt_step:91875 lr:0.0003 alpha:0.00712 +2026-02-11 01:11:27 | INFO | PID:1597 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:4286.00 total_reward_ma:1083.45 loss:-3.086 fps:333.3 +frame:1.49e+06 wall_t:4470 t:93125 epi:nan +opt_step:92500 lr:0.0003 alpha:0.007243 +2026-02-11 01:11:58 | INFO | PID:1597 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:4741.00 total_reward_ma:1124.49 loss:-3.101 fps:333.3 +frame:1.50e+06 wall_t:4501 t:93750 epi:nan +opt_step:93125 lr:0.0003 alpha:0.00714 +2026-02-11 01:12:27 | INFO | PID:1597 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:5007.00 total_reward_ma:1168.30 loss:-3.071 fps:333.3 +frame:1.51e+06 wall_t:4530 t:94375 epi:nan +opt_step:93750 lr:0.0003 alpha:0.007344 +2026-02-11 01:12:58 | INFO | PID:1597 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:5083.00 total_reward_ma:1213.08 loss:-3.053 fps:333.3 +frame:1.52e+06 wall_t:4561 t:95000 epi:nan +opt_step:94375 lr:0.0003 alpha:0.007299 +2026-02-11 01:13:27 | INFO | PID:1597 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:5557.00 total_reward_ma:1262.54 loss:-3.055 fps:333.3 +frame:1.53e+06 wall_t:4590 t:95625 epi:nan +opt_step:95000 lr:0.0003 alpha:0.007063 +2026-02-11 01:13:56 | INFO | PID:1597 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:5576.00 total_reward_ma:1312.13 loss:-3.036 fps:333.4 +frame:1.54e+06 wall_t:4619 t:96250 epi:nan +opt_step:95625 lr:0.0003 alpha:0.007055 +2026-02-11 01:14:26 | INFO | PID:1597 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:6248.00 total_reward_ma:1368.51 loss:-3.065 fps:333.3 +frame:1.55e+06 wall_t:4650 t:96875 epi:nan +opt_step:96250 lr:0.0003 alpha:0.007093 +2026-02-11 01:14:56 | INFO | PID:1597 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:6412.00 total_reward_ma:1426.74 loss:-3.106 fps:333.3 +frame:1.56e+06 wall_t:4680 t:97500 epi:nan +opt_step:96875 lr:0.0003 alpha:0.007065 +2026-02-11 01:15:26 | INFO | PID:1597 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:6421.00 total_reward_ma:1485.15 loss:-3.09 fps:333.4 +frame:1.57e+06 wall_t:4709 t:98125 epi:nan +opt_step:97500 lr:0.0003 alpha:0.007292 +2026-02-11 01:15:56 | INFO | PID:1597 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:6504.00 total_reward_ma:1544.58 loss:-3.089 fps:333.4 +frame:1.58e+06 wall_t:4739 t:98750 epi:nan +opt_step:98125 lr:0.0003 alpha:0.007316 +2026-02-11 01:16:25 | INFO | PID:1597 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:6723.00 total_reward_ma:1606.01 loss:-3.08 fps:333.5 +frame:1.59e+06 wall_t:4768 t:99375 epi:nan +opt_step:98750 lr:0.0003 alpha:0.007394 +2026-02-11 01:16:55 | INFO | PID:1597 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:6906.00 total_reward_ma:1669.03 loss:-3.092 fps:333.5 +frame:1.60e+06 wall_t:4798 t:100000 epi:nan +opt_step:99375 lr:0.0003 alpha:0.007688 +2026-02-11 01:17:26 | INFO | PID:1597 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:6985.00 total_reward_ma:1732.87 loss:-3.145 fps:333.4 +frame:1.61e+06 wall_t:4829 t:100625 epi:nan +opt_step:100000 lr:0.0003 alpha:0.00762 +2026-02-11 01:17:56 | INFO | PID:1597 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:7088.00 total_reward_ma:1797.80 loss:-3.139 fps:333.4 +frame:1.62e+06 wall_t:4859 t:101250 epi:nan +opt_step:100625 lr:0.0003 alpha:0.007791 +2026-02-11 01:18:25 | INFO | PID:1597 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:7334.00 total_reward_ma:1865.35 loss:-3.124 fps:333.5 +frame:1.63e+06 wall_t:4888 t:101875 epi:nan +opt_step:101250 lr:0.0003 alpha:0.007897 +2026-02-11 01:18:55 | INFO | PID:1597 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:7334.00 total_reward_ma:1932.67 loss:-3.242 fps:333.4 +frame:1.64e+06 wall_t:4919 t:102500 epi:nan +opt_step:101875 lr:0.0003 alpha:0.007801 +2026-02-11 01:19:26 | INFO | PID:1597 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:7600.00 total_reward_ma:2002.65 loss:-3.128 fps:333.4 +frame:1.65e+06 wall_t:4949 t:103125 epi:nan +opt_step:102500 lr:0.0003 alpha:0.008185 +2026-02-11 01:19:55 | INFO | PID:1597 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:7776.00 total_reward_ma:2074.47 loss:-3.133 fps:333.5 +frame:1.66e+06 wall_t:4978 t:103750 epi:nan +opt_step:103125 lr:0.0003 alpha:0.008059 +2026-02-11 01:20:25 | INFO | PID:1597 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:7765.00 total_reward_ma:2146.03 loss:-3.221 fps:333.5 +frame:1.67e+06 wall_t:5008 t:104375 epi:nan +opt_step:103750 lr:0.0003 alpha:0.008014 +2026-02-11 01:20:55 | INFO | PID:1597 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:7843.00 total_reward_ma:2218.41 loss:-3.092 fps:333.5 +frame:1.68e+06 wall_t:5038 t:105000 epi:nan +opt_step:104375 lr:0.0003 alpha:0.008242 +2026-02-11 01:21:25 | INFO | PID:1597 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:8015.00 total_reward_ma:2292.45 loss:-3.171 fps:333.5 +frame:1.69e+06 wall_t:5068 t:105625 epi:nan +opt_step:105000 lr:0.0003 alpha:0.008159 +2026-02-11 01:21:55 | INFO | PID:1597 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:8185.00 total_reward_ma:2368.25 loss:-3.253 fps:333.5 +frame:1.70e+06 wall_t:5098 t:106250 epi:nan +opt_step:105625 lr:0.0003 alpha:0.008164 +2026-02-11 01:22:24 | INFO | PID:1597 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:8752.00 total_reward_ma:2449.95 loss:-3.17 fps:333.5 +frame:1.71e+06 wall_t:5127 t:106875 epi:nan +opt_step:106250 lr:0.0003 alpha:0.008163 +2026-02-11 01:22:54 | INFO | PID:1597 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:9044.00 total_reward_ma:2534.61 loss:-3.134 fps:333.5 +frame:1.72e+06 wall_t:5157 t:107500 epi:nan +opt_step:106875 lr:0.0003 alpha:0.008129 +2026-02-11 01:23:23 | INFO | PID:1597 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:9179.00 total_reward_ma:2620.67 loss:-3.142 fps:333.6 +frame:1.73e+06 wall_t:5186 t:108125 epi:nan +opt_step:107500 lr:0.0003 alpha:0.008026 +2026-02-11 01:23:53 | INFO | PID:1597 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:9213.00 total_reward_ma:2707.14 loss:-3.188 fps:333.6 +frame:1.74e+06 wall_t:5216 t:108750 epi:nan +opt_step:108125 lr:0.0003 alpha:0.008211 +2026-02-11 01:24:22 | INFO | PID:1597 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:9210.00 total_reward_ma:2793.59 loss:-3.266 fps:333.6 +frame:1.75e+06 wall_t:5246 t:109375 epi:nan +opt_step:108750 lr:0.0003 alpha:0.008133 +2026-02-11 01:24:52 | INFO | PID:1597 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:9149.00 total_reward_ma:2879.67 loss:-3.253 fps:333.6 +frame:1.76e+06 wall_t:5275 t:110000 epi:nan +opt_step:109375 lr:0.0003 alpha:0.008014 +2026-02-11 01:25:23 | INFO | PID:1597 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:9159.00 total_reward_ma:2966.01 loss:-3.133 fps:333.6 +frame:1.77e+06 wall_t:5306 t:110625 epi:nan +opt_step:110000 lr:0.0003 alpha:0.007999 +2026-02-11 01:25:53 | INFO | PID:1597 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:9454.00 total_reward_ma:3055.43 loss:-3.299 fps:333.6 +frame:1.78e+06 wall_t:5336 t:111250 epi:nan +opt_step:110625 lr:0.0003 alpha:0.00791 +2026-02-11 01:26:23 | INFO | PID:1597 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:9466.00 total_reward_ma:3145.20 loss:-3.276 fps:333.6 +frame:1.79e+06 wall_t:5366 t:111875 epi:nan +opt_step:111250 lr:0.0003 alpha:0.008037 +2026-02-11 01:26:53 | INFO | PID:1597 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:9529.00 total_reward_ma:3235.76 loss:-3.335 fps:333.6 +frame:1.80e+06 wall_t:5396 t:112500 epi:nan +opt_step:111875 lr:0.0003 alpha:0.007889 +2026-02-11 01:27:22 | INFO | PID:1597 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:9537.00 total_reward_ma:3326.38 loss:-3.305 fps:333.6 +frame:1.81e+06 wall_t:5426 t:113125 epi:nan +opt_step:112500 lr:0.0003 alpha:0.008249 +2026-02-11 01:27:53 | INFO | PID:1597 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:9717.00 total_reward_ma:3418.97 loss:-3.295 fps:333.6 +frame:1.82e+06 wall_t:5456 t:113750 epi:nan +opt_step:113125 lr:0.0003 alpha:0.008253 +2026-02-11 01:28:24 | INFO | PID:1597 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:10203.00 total_reward_ma:3516.32 loss:-3.292 fps:333.5 +frame:1.83e+06 wall_t:5487 t:114375 epi:nan +opt_step:113750 lr:0.0003 alpha:0.008217 +2026-02-11 01:28:54 | INFO | PID:1597 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:10195.00 total_reward_ma:3613.65 loss:-3.331 fps:333.5 +frame:1.84e+06 wall_t:5517 t:115000 epi:nan +opt_step:114375 lr:0.0003 alpha:0.007949 +2026-02-11 01:29:23 | INFO | PID:1597 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:10389.00 total_reward_ma:3713.02 loss:-3.373 fps:333.6 +frame:1.85e+06 wall_t:5546 t:115625 epi:nan +opt_step:115000 lr:0.0003 alpha:0.008063 +2026-02-11 01:29:53 | INFO | PID:1597 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:10434.00 total_reward_ma:3813.08 loss:-3.321 fps:333.6 +frame:1.86e+06 wall_t:5576 t:116250 epi:nan +opt_step:115625 lr:0.0003 alpha:0.008306 +2026-02-11 01:30:22 | INFO | PID:1597 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:10635.00 total_reward_ma:3915.20 loss:-3.29 fps:333.6 +frame:1.87e+06 wall_t:5605 t:116875 epi:nan +opt_step:116250 lr:0.0003 alpha:0.008207 +2026-02-11 01:30:52 | INFO | PID:1597 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:10635.00 total_reward_ma:4017.36 loss:-3.412 fps:333.6 +frame:1.88e+06 wall_t:5635 t:117500 epi:nan +opt_step:116875 lr:0.0003 alpha:0.008143 +2026-02-11 01:31:22 | INFO | PID:1597 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:10673.00 total_reward_ma:4120.00 loss:-3.326 fps:333.6 +frame:1.89e+06 wall_t:5665 t:118125 epi:nan +opt_step:117500 lr:0.0003 alpha:0.008211 +2026-02-11 01:31:51 | INFO | PID:1597 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:10600.00 total_reward_ma:4221.96 loss:-3.313 fps:333.7 +frame:1.90e+06 wall_t:5694 t:118750 epi:nan +opt_step:118125 lr:0.0003 alpha:0.008312 +2026-02-11 01:32:21 | INFO | PID:1597 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:10422.00 total_reward_ma:4322.28 loss:-3.368 fps:333.7 +frame:1.91e+06 wall_t:5724 t:119375 epi:nan +opt_step:118750 lr:0.0003 alpha:0.008213 +2026-02-11 01:32:50 | INFO | PID:1597 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:10520.00 total_reward_ma:4423.53 loss:-3.373 fps:333.7 +frame:1.92e+06 wall_t:5753 t:120000 epi:nan +opt_step:119375 lr:0.0003 alpha:0.008358 +2026-02-11 01:33:21 | INFO | PID:1597 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:10620.00 total_reward_ma:4525.74 loss:-3.408 fps:333.7 +frame:1.93e+06 wall_t:5784 t:120625 epi:nan +opt_step:120000 lr:0.0003 alpha:0.0084 +2026-02-11 01:33:50 | INFO | PID:1597 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:10655.00 total_reward_ma:4628.28 loss:-3.434 fps:333.7 +frame:1.94e+06 wall_t:5814 t:121250 epi:nan +opt_step:120625 lr:0.0003 alpha:0.008279 +2026-02-11 01:34:19 | INFO | PID:1597 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:10635.00 total_reward_ma:4730.78 loss:-3.402 fps:333.8 +frame:1.95e+06 wall_t:5842 t:121875 epi:nan +opt_step:121250 lr:0.0003 alpha:0.008472 +2026-02-11 01:34:49 | INFO | PID:1597 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:10635.00 total_reward_ma:4833.21 loss:-3.428 fps:333.8 +frame:1.96e+06 wall_t:5872 t:122500 epi:nan +opt_step:121875 lr:0.0003 alpha:0.008542 +2026-02-11 01:35:19 | INFO | PID:1597 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:10889.00 total_reward_ma:4938.19 loss:-3.469 fps:333.8 +frame:1.97e+06 wall_t:5902 t:123125 epi:nan +opt_step:122500 lr:0.0003 alpha:0.008587 +2026-02-11 01:35:49 | INFO | PID:1597 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:10889.00 total_reward_ma:5042.93 loss:-3.509 fps:333.8 +frame:1.98e+06 wall_t:5932 t:123750 epi:nan +opt_step:123125 lr:0.0003 alpha:0.008458 +2026-02-11 01:36:19 | INFO | PID:1597 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:11187.00 total_reward_ma:5150.61 loss:-3.527 fps:333.8 +frame:1.99e+06 wall_t:5962 t:124375 epi:nan +opt_step:123750 lr:0.0003 alpha:0.008794 +2026-02-11 01:36:40 | INFO | PID:1597 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:11353.00 total_reward_ma:5259.81 loss:-3.512 fps:334.3 +frame:2.00e+06 wall_t:5983 t:125000 epi:nan +opt_step:124375 lr:0.0003 alpha:0.008962 +2026-02-11 01:36:41 | INFO | PID:1597 | slm_lab.lib.logger:info | Session 2 done diff --git a/data/sac_atari_stargunner_2026_02_10_235649/log/sac_atari_stargunner_t0_s3.log b/data/sac_atari_stargunner_2026_02_10_235649/log/sac_atari_stargunner_t0_s3.log new file mode 100644 index 0000000000000000000000000000000000000000..abe8b470794d294b1932e228637c1314f09919a0 --- /dev/null +++ b/data/sac_atari_stargunner_2026_02_10_235649/log/sac_atari_stargunner_t0_s3.log @@ -0,0 +1,802 @@ +2026-02-10 23:56:54 | INFO | PID:1598 | slm_lab.env:_make_vector_env | AtariVectorEnv: 16 envs, native preprocessing +2026-02-10 23:57:44 | INFO | PID:1598 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:666.67 total_reward_ma:666.67 loss:nan fps:212.8 +frame:1.00e+04 wall_t:47 t:625 epi:nan +opt_step:0 lr:0.0003 alpha:1 +2026-02-10 23:58:14 | INFO | PID:1598 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:630.77 total_reward_ma:648.72 loss:-9.001 fps:259.7 +frame:2.00e+04 wall_t:77 t:1250 epi:nan +opt_step:625 lr:0.0003 alpha:0.8348 +2026-02-10 23:58:43 | INFO | PID:1598 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:679.17 total_reward_ma:658.87 loss:-14.29 fps:283 +frame:3.00e+04 wall_t:106 t:1875 epi:nan +opt_step:1250 lr:0.0003 alpha:0.7062 +2026-02-10 23:59:13 | INFO | PID:1598 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:693.10 total_reward_ma:667.43 loss:-18.84 fps:294.1 +frame:4.00e+04 wall_t:136 t:2500 epi:nan +opt_step:1875 lr:0.0003 alpha:0.6028 +2026-02-10 23:59:43 | INFO | PID:1598 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:702.70 total_reward_ma:674.48 loss:-22.8 fps:301.2 +frame:5.00e+04 wall_t:166 t:3125 epi:nan +opt_step:2500 lr:0.0003 alpha:0.5179 +2026-02-11 00:00:13 | INFO | PID:1598 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:706.25 total_reward_ma:679.78 loss:-26.11 fps:306.1 +frame:6.00e+04 wall_t:196 t:3750 epi:nan +opt_step:3125 lr:0.0003 alpha:0.447 +2026-02-11 00:00:43 | INFO | PID:1598 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:700.00 total_reward_ma:682.67 loss:-28.15 fps:309.7 +frame:7.00e+04 wall_t:226 t:4375 epi:nan +opt_step:3750 lr:0.0003 alpha:0.3869 +2026-02-11 00:01:14 | INFO | PID:1598 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:700.00 total_reward_ma:684.83 loss:-29.59 fps:311.3 +frame:8.00e+04 wall_t:257 t:5000 epi:nan +opt_step:4375 lr:0.0003 alpha:0.3357 +2026-02-11 00:01:44 | INFO | PID:1598 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:700.00 total_reward_ma:686.52 loss:-31.72 fps:313.6 +frame:9.00e+04 wall_t:287 t:5625 epi:nan +opt_step:5000 lr:0.0003 alpha:0.2917 +2026-02-11 00:02:14 | INFO | PID:1598 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:706.02 total_reward_ma:688.47 loss:-33 fps:315.5 +frame:1.00e+05 wall_t:317 t:6250 epi:nan +opt_step:5625 lr:0.0003 alpha:0.2537 +2026-02-11 00:02:44 | INFO | PID:1598 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:704.40 total_reward_ma:689.92 loss:-33.87 fps:317 +frame:1.10e+05 wall_t:347 t:6875 epi:nan +opt_step:6250 lr:0.0003 alpha:0.2209 +2026-02-11 00:03:14 | INFO | PID:1598 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:685.00 total_reward_ma:689.51 loss:-34.17 fps:318.3 +frame:1.20e+05 wall_t:377 t:7500 epi:nan +opt_step:6875 lr:0.0003 alpha:0.1924 +2026-02-11 00:03:44 | INFO | PID:1598 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:694.00 total_reward_ma:689.85 loss:-34.58 fps:319.4 +frame:1.30e+05 wall_t:407 t:8125 epi:nan +opt_step:7500 lr:0.0003 alpha:0.1677 +2026-02-11 00:04:14 | INFO | PID:1598 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:691.00 total_reward_ma:689.93 loss:-34.5 fps:320.4 +frame:1.40e+05 wall_t:437 t:8750 epi:nan +opt_step:8125 lr:0.0003 alpha:0.1462 +2026-02-11 00:04:45 | INFO | PID:1598 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:676.00 total_reward_ma:689.01 loss:-34.82 fps:320.5 +frame:1.50e+05 wall_t:468 t:9375 epi:nan +opt_step:8750 lr:0.0003 alpha:0.1275 +2026-02-11 00:05:14 | INFO | PID:1598 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:668.00 total_reward_ma:687.69 loss:-35.06 fps:321.3 +frame:1.60e+05 wall_t:498 t:10000 epi:nan +opt_step:9375 lr:0.0003 alpha:0.1112 +2026-02-11 00:05:44 | INFO | PID:1598 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:644.00 total_reward_ma:685.12 loss:-35.06 fps:322.6 +frame:1.70e+05 wall_t:527 t:10625 epi:nan +opt_step:10000 lr:0.0003 alpha:0.09702 +2026-02-11 00:06:14 | INFO | PID:1598 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:655.00 total_reward_ma:683.45 loss:-34.97 fps:323.2 +frame:1.80e+05 wall_t:557 t:11250 epi:nan +opt_step:10625 lr:0.0003 alpha:0.08468 +2026-02-11 00:06:46 | INFO | PID:1598 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:682.00 total_reward_ma:683.37 loss:-34.03 fps:322.6 +frame:1.90e+05 wall_t:589 t:11875 epi:nan +opt_step:11250 lr:0.0003 alpha:0.07394 +2026-02-11 00:07:16 | INFO | PID:1598 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:672.00 total_reward_ma:682.80 loss:-33.29 fps:323.1 +frame:2.00e+05 wall_t:619 t:12500 epi:nan +opt_step:11875 lr:0.0003 alpha:0.06458 +2026-02-11 00:07:46 | INFO | PID:1598 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:661.00 total_reward_ma:681.77 loss:-32.52 fps:323.6 +frame:2.10e+05 wall_t:649 t:13125 epi:nan +opt_step:12500 lr:0.0003 alpha:0.05643 +2026-02-11 00:08:16 | INFO | PID:1598 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:660.00 total_reward_ma:680.78 loss:-32.77 fps:324 +frame:2.20e+05 wall_t:679 t:13750 epi:nan +opt_step:13125 lr:0.0003 alpha:0.04932 +2026-02-11 00:08:45 | INFO | PID:1598 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:693.00 total_reward_ma:681.31 loss:-32.34 fps:324.9 +frame:2.30e+05 wall_t:708 t:14375 epi:nan +opt_step:13750 lr:0.0003 alpha:0.04314 +2026-02-11 00:09:15 | INFO | PID:1598 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:691.00 total_reward_ma:681.71 loss:-30.94 fps:325.2 +frame:2.40e+05 wall_t:738 t:15000 epi:nan +opt_step:14375 lr:0.0003 alpha:0.03774 +2026-02-11 00:09:44 | INFO | PID:1598 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:686.00 total_reward_ma:681.88 loss:-30.76 fps:325.9 +frame:2.50e+05 wall_t:767 t:15625 epi:nan +opt_step:15000 lr:0.0003 alpha:0.03305 +2026-02-11 00:10:14 | INFO | PID:1598 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:695.00 total_reward_ma:682.39 loss:-29.63 fps:326.2 +frame:2.60e+05 wall_t:797 t:16250 epi:nan +opt_step:15625 lr:0.0003 alpha:0.02897 +2026-02-11 00:10:43 | INFO | PID:1598 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:682.00 total_reward_ma:682.37 loss:-29.18 fps:326.9 +frame:2.70e+05 wall_t:826 t:16875 epi:nan +opt_step:16250 lr:0.0003 alpha:0.02538 +2026-02-11 00:11:12 | INFO | PID:1598 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:710.00 total_reward_ma:683.36 loss:-28.3 fps:327.5 +frame:2.80e+05 wall_t:855 t:17500 epi:nan +opt_step:16875 lr:0.0003 alpha:0.02224 +2026-02-11 00:11:42 | INFO | PID:1598 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:720.00 total_reward_ma:684.62 loss:-27.58 fps:327.7 +frame:2.90e+05 wall_t:885 t:18125 epi:nan +opt_step:17500 lr:0.0003 alpha:0.01954 +2026-02-11 00:12:12 | INFO | PID:1598 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:715.00 total_reward_ma:685.64 loss:-27.52 fps:327.9 +frame:3.00e+05 wall_t:915 t:18750 epi:nan +opt_step:18125 lr:0.0003 alpha:0.01718 +2026-02-11 00:12:41 | INFO | PID:1598 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:703.00 total_reward_ma:686.20 loss:-26.62 fps:328.4 +frame:3.10e+05 wall_t:944 t:19375 epi:nan +opt_step:18750 lr:0.0003 alpha:0.01511 +2026-02-11 00:13:11 | INFO | PID:1598 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:709.00 total_reward_ma:686.91 loss:-25.5 fps:328.5 +frame:3.20e+05 wall_t:974 t:20000 epi:nan +opt_step:19375 lr:0.0003 alpha:0.01331 +2026-02-11 00:13:40 | INFO | PID:1598 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:725.00 total_reward_ma:688.06 loss:-24.65 fps:329 +frame:3.30e+05 wall_t:1003 t:20625 epi:nan +opt_step:20000 lr:0.0003 alpha:0.01174 +2026-02-11 00:14:09 | INFO | PID:1598 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:698.00 total_reward_ma:688.36 loss:-24.43 fps:329.5 +frame:3.40e+05 wall_t:1032 t:21250 epi:nan +opt_step:20625 lr:0.0003 alpha:0.0104 +2026-02-11 00:14:40 | INFO | PID:1598 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:718.00 total_reward_ma:689.20 loss:-24.06 fps:329.3 +frame:3.50e+05 wall_t:1063 t:21875 epi:nan +opt_step:21250 lr:0.0003 alpha:0.009268 +2026-02-11 00:15:10 | INFO | PID:1598 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:741.00 total_reward_ma:690.64 loss:-23.42 fps:329.4 +frame:3.60e+05 wall_t:1093 t:22500 epi:nan +opt_step:21875 lr:0.0003 alpha:0.008263 +2026-02-11 00:15:40 | INFO | PID:1598 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:737.00 total_reward_ma:691.89 loss:-22.62 fps:329.5 +frame:3.70e+05 wall_t:1123 t:23125 epi:nan +opt_step:22500 lr:0.0003 alpha:0.007433 +2026-02-11 00:16:10 | INFO | PID:1598 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:767.00 total_reward_ma:693.87 loss:-21.33 fps:329.6 +frame:3.80e+05 wall_t:1153 t:23750 epi:nan +opt_step:23125 lr:0.0003 alpha:0.006738 +2026-02-11 00:16:39 | INFO | PID:1598 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:743.00 total_reward_ma:695.13 loss:-21.23 fps:329.9 +frame:3.90e+05 wall_t:1182 t:24375 epi:nan +opt_step:23750 lr:0.0003 alpha:0.006738 +2026-02-11 00:17:10 | INFO | PID:1598 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:746.00 total_reward_ma:696.40 loss:-20.37 fps:329.8 +frame:4.00e+05 wall_t:1213 t:25000 epi:nan +opt_step:24375 lr:0.0003 alpha:0.006738 +2026-02-11 00:17:39 | INFO | PID:1598 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:748.00 total_reward_ma:697.66 loss:-20.38 fps:330.1 +frame:4.10e+05 wall_t:1242 t:25625 epi:nan +opt_step:25000 lr:0.0003 alpha:0.006738 +2026-02-11 00:18:09 | INFO | PID:1598 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:736.00 total_reward_ma:698.57 loss:-19.82 fps:329.9 +frame:4.20e+05 wall_t:1273 t:26250 epi:nan +opt_step:25625 lr:0.0003 alpha:0.006738 +2026-02-11 00:18:38 | INFO | PID:1598 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:721.00 total_reward_ma:699.09 loss:-19.11 fps:330.5 +frame:4.30e+05 wall_t:1301 t:26875 epi:nan +opt_step:26250 lr:0.0003 alpha:0.006738 +2026-02-11 00:19:08 | INFO | PID:1598 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:727.00 total_reward_ma:699.73 loss:-18.44 fps:330.6 +frame:4.40e+05 wall_t:1331 t:27500 epi:nan +opt_step:26875 lr:0.0003 alpha:0.006738 +2026-02-11 00:19:37 | INFO | PID:1598 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:722.00 total_reward_ma:700.22 loss:-17.72 fps:330.9 +frame:4.50e+05 wall_t:1360 t:28125 epi:nan +opt_step:27500 lr:0.0003 alpha:0.006738 +2026-02-11 00:20:07 | INFO | PID:1598 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:705.00 total_reward_ma:700.33 loss:-17.35 fps:330.9 +frame:4.60e+05 wall_t:1390 t:28750 epi:nan +opt_step:28125 lr:0.0003 alpha:0.006738 +2026-02-11 00:20:37 | INFO | PID:1598 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:706.00 total_reward_ma:700.45 loss:-17.13 fps:331 +frame:4.70e+05 wall_t:1420 t:29375 epi:nan +opt_step:28750 lr:0.0003 alpha:0.006738 +2026-02-11 00:21:07 | INFO | PID:1598 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:703.00 total_reward_ma:700.50 loss:-16.76 fps:331 +frame:4.80e+05 wall_t:1450 t:30000 epi:nan +opt_step:29375 lr:0.0003 alpha:0.006738 +2026-02-11 00:21:36 | INFO | PID:1598 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:686.00 total_reward_ma:700.21 loss:-16.08 fps:331.3 +frame:4.90e+05 wall_t:1479 t:30625 epi:nan +opt_step:30000 lr:0.0003 alpha:0.006738 +2026-02-11 00:22:05 | INFO | PID:1598 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:702.00 total_reward_ma:700.24 loss:-15.54 fps:331.6 +frame:5.00e+05 wall_t:1508 t:31250 epi:nan +opt_step:30625 lr:0.0003 alpha:0.006738 +2026-02-11 00:22:34 | INFO | PID:1598 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:694.00 total_reward_ma:700.12 loss:-15.24 fps:331.8 +frame:5.10e+05 wall_t:1537 t:31875 epi:nan +opt_step:31250 lr:0.0003 alpha:0.006738 +2026-02-11 00:23:04 | INFO | PID:1598 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:708.00 total_reward_ma:700.27 loss:-14.85 fps:331.8 +frame:5.20e+05 wall_t:1567 t:32500 epi:nan +opt_step:31875 lr:0.0003 alpha:0.006738 +2026-02-11 00:23:34 | INFO | PID:1598 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:736.00 total_reward_ma:700.94 loss:-14.64 fps:331.9 +frame:5.30e+05 wall_t:1597 t:33125 epi:nan +opt_step:32500 lr:0.0003 alpha:0.006738 +2026-02-11 00:24:04 | INFO | PID:1598 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:748.00 total_reward_ma:701.82 loss:-14.25 fps:331.9 +frame:5.40e+05 wall_t:1627 t:33750 epi:nan +opt_step:33125 lr:0.0003 alpha:0.006738 +2026-02-11 00:24:33 | INFO | PID:1598 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:787.00 total_reward_ma:703.37 loss:-13.45 fps:332.1 +frame:5.50e+05 wall_t:1656 t:34375 epi:nan +opt_step:33750 lr:0.0003 alpha:0.006738 +2026-02-11 00:25:02 | INFO | PID:1598 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:790.00 total_reward_ma:704.91 loss:-13.33 fps:332.3 +frame:5.60e+05 wall_t:1685 t:35000 epi:nan +opt_step:34375 lr:0.0003 alpha:0.006738 +2026-02-11 00:25:32 | INFO | PID:1598 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:780.00 total_reward_ma:706.23 loss:-12.49 fps:332.4 +frame:5.70e+05 wall_t:1715 t:35625 epi:nan +opt_step:35000 lr:0.0003 alpha:0.006738 +2026-02-11 00:26:02 | INFO | PID:1598 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:774.00 total_reward_ma:707.40 loss:-12.71 fps:332.4 +frame:5.80e+05 wall_t:1745 t:36250 epi:nan +opt_step:35625 lr:0.0003 alpha:0.006738 +2026-02-11 00:26:32 | INFO | PID:1598 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:771.00 total_reward_ma:708.48 loss:-12.28 fps:332.4 +frame:5.90e+05 wall_t:1775 t:36875 epi:nan +opt_step:36250 lr:0.0003 alpha:0.006738 +2026-02-11 00:27:01 | INFO | PID:1598 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:752.00 total_reward_ma:709.20 loss:-12.13 fps:332.6 +frame:6.00e+05 wall_t:1804 t:37500 epi:nan +opt_step:36875 lr:0.0003 alpha:0.006738 +2026-02-11 00:27:31 | INFO | PID:1598 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:762.00 total_reward_ma:710.07 loss:-11.66 fps:332.6 +frame:6.10e+05 wall_t:1834 t:38125 epi:nan +opt_step:37500 lr:0.0003 alpha:0.006738 +2026-02-11 00:28:02 | INFO | PID:1598 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:735.00 total_reward_ma:710.47 loss:-11.28 fps:332.4 +frame:6.20e+05 wall_t:1865 t:38750 epi:nan +opt_step:38125 lr:0.0003 alpha:0.006738 +2026-02-11 00:28:31 | INFO | PID:1598 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:723.00 total_reward_ma:710.67 loss:-11.14 fps:332.6 +frame:6.30e+05 wall_t:1894 t:39375 epi:nan +opt_step:38750 lr:0.0003 alpha:0.006738 +2026-02-11 00:29:01 | INFO | PID:1598 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:694.00 total_reward_ma:710.41 loss:-10.99 fps:332.6 +frame:6.40e+05 wall_t:1924 t:40000 epi:nan +opt_step:39375 lr:0.0003 alpha:0.006738 +2026-02-11 00:29:31 | INFO | PID:1598 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:675.00 total_reward_ma:709.86 loss:-10.55 fps:332.5 +frame:6.50e+05 wall_t:1955 t:40625 epi:nan +opt_step:40000 lr:0.0003 alpha:0.006738 +2026-02-11 00:30:02 | INFO | PID:1598 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:670.00 total_reward_ma:709.26 loss:-10.47 fps:332.5 +frame:6.60e+05 wall_t:1985 t:41250 epi:nan +opt_step:40625 lr:0.0003 alpha:0.006738 +2026-02-11 00:30:32 | INFO | PID:1598 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:646.00 total_reward_ma:708.31 loss:-10.19 fps:332.5 +frame:6.70e+05 wall_t:2015 t:41875 epi:nan +opt_step:41250 lr:0.0003 alpha:0.006738 +2026-02-11 00:31:02 | INFO | PID:1598 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:630.00 total_reward_ma:707.16 loss:-10.05 fps:332.5 +frame:6.80e+05 wall_t:2045 t:42500 epi:nan +opt_step:41875 lr:0.0003 alpha:0.006738 +2026-02-11 00:31:32 | INFO | PID:1598 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:627.00 total_reward_ma:706.00 loss:-9.727 fps:332.5 +frame:6.90e+05 wall_t:2075 t:43125 epi:nan +opt_step:42500 lr:0.0003 alpha:0.007188 +2026-02-11 00:32:01 | INFO | PID:1598 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:620.00 total_reward_ma:704.77 loss:-9.475 fps:332.7 +frame:7.00e+05 wall_t:2104 t:43750 epi:nan +opt_step:43125 lr:0.0003 alpha:0.007556 +2026-02-11 00:32:31 | INFO | PID:1598 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:594.00 total_reward_ma:703.21 loss:-9.283 fps:332.7 +frame:7.10e+05 wall_t:2134 t:44375 epi:nan +opt_step:43750 lr:0.0003 alpha:0.007767 +2026-02-11 00:33:01 | INFO | PID:1598 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:596.00 total_reward_ma:701.72 loss:-9.044 fps:332.7 +frame:7.20e+05 wall_t:2164 t:45000 epi:nan +opt_step:44375 lr:0.0003 alpha:0.0093 +2026-02-11 00:33:30 | INFO | PID:1598 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:581.00 total_reward_ma:700.07 loss:-8.87 fps:332.9 +frame:7.30e+05 wall_t:2193 t:45625 epi:nan +opt_step:45000 lr:0.0003 alpha:0.01034 +2026-02-11 00:33:59 | INFO | PID:1598 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:577.00 total_reward_ma:698.41 loss:-8.583 fps:333 +frame:7.40e+05 wall_t:2222 t:46250 epi:nan +opt_step:45625 lr:0.0003 alpha:0.012 +2026-02-11 00:34:29 | INFO | PID:1598 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:569.00 total_reward_ma:696.68 loss:-8.475 fps:333 +frame:7.50e+05 wall_t:2252 t:46875 epi:nan +opt_step:46250 lr:0.0003 alpha:0.01454 +2026-02-11 00:34:58 | INFO | PID:1598 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:558.00 total_reward_ma:694.86 loss:-8.416 fps:333.2 +frame:7.60e+05 wall_t:2281 t:47500 epi:nan +opt_step:46875 lr:0.0003 alpha:0.01597 +2026-02-11 00:35:27 | INFO | PID:1598 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:555.00 total_reward_ma:693.04 loss:-8.232 fps:333.3 +frame:7.70e+05 wall_t:2310 t:48125 epi:nan +opt_step:47500 lr:0.0003 alpha:0.0166 +2026-02-11 00:35:58 | INFO | PID:1598 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:537.00 total_reward_ma:691.04 loss:-8.176 fps:333.2 +frame:7.80e+05 wall_t:2341 t:48750 epi:nan +opt_step:48125 lr:0.0003 alpha:0.01662 +2026-02-11 00:36:27 | INFO | PID:1598 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:523.00 total_reward_ma:688.91 loss:-8.145 fps:333.3 +frame:7.90e+05 wall_t:2370 t:49375 epi:nan +opt_step:48750 lr:0.0003 alpha:0.01578 +2026-02-11 00:36:57 | INFO | PID:1598 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:514.00 total_reward_ma:686.73 loss:-7.966 fps:333.3 +frame:8.00e+05 wall_t:2400 t:50000 epi:nan +opt_step:49375 lr:0.0003 alpha:0.0144 +2026-02-11 00:37:26 | INFO | PID:1598 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:505.00 total_reward_ma:684.48 loss:-7.813 fps:333.5 +frame:8.10e+05 wall_t:2429 t:50625 epi:nan +opt_step:50000 lr:0.0003 alpha:0.01317 +2026-02-11 00:37:55 | INFO | PID:1598 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:493.00 total_reward_ma:682.15 loss:-7.686 fps:333.6 +frame:8.20e+05 wall_t:2458 t:51250 epi:nan +opt_step:50625 lr:0.0003 alpha:0.01227 +2026-02-11 00:38:23 | INFO | PID:1598 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:500.00 total_reward_ma:679.95 loss:-7.566 fps:333.7 +frame:8.30e+05 wall_t:2487 t:51875 epi:nan +opt_step:51250 lr:0.0003 alpha:0.0119 +2026-02-11 00:38:53 | INFO | PID:1598 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:495.00 total_reward_ma:677.75 loss:-7.433 fps:333.9 +frame:8.40e+05 wall_t:2516 t:52500 epi:nan +opt_step:51875 lr:0.0003 alpha:0.01138 +2026-02-11 00:39:22 | INFO | PID:1598 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:483.00 total_reward_ma:675.46 loss:-7.158 fps:334 +frame:8.50e+05 wall_t:2545 t:53125 epi:nan +opt_step:52500 lr:0.0003 alpha:0.01079 +2026-02-11 00:39:51 | INFO | PID:1598 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:478.00 total_reward_ma:673.16 loss:-7.101 fps:334.1 +frame:8.60e+05 wall_t:2574 t:53750 epi:nan +opt_step:53125 lr:0.0003 alpha:0.009746 +2026-02-11 00:40:21 | INFO | PID:1598 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:458.00 total_reward_ma:670.69 loss:-7.013 fps:334 +frame:8.70e+05 wall_t:2605 t:54375 epi:nan +opt_step:53750 lr:0.0003 alpha:0.009479 +2026-02-11 00:40:52 | INFO | PID:1598 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:473.00 total_reward_ma:668.44 loss:-6.677 fps:334 +frame:8.80e+05 wall_t:2635 t:55000 epi:nan +opt_step:54375 lr:0.0003 alpha:0.009209 +2026-02-11 00:41:21 | INFO | PID:1598 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:478.00 total_reward_ma:666.30 loss:-6.534 fps:334.1 +frame:8.90e+05 wall_t:2664 t:55625 epi:nan +opt_step:55000 lr:0.0003 alpha:0.009099 +2026-02-11 00:41:51 | INFO | PID:1598 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:463.00 total_reward_ma:664.05 loss:-6.194 fps:334.1 +frame:9.00e+05 wall_t:2694 t:56250 epi:nan +opt_step:55625 lr:0.0003 alpha:0.00928 +2026-02-11 00:42:20 | INFO | PID:1598 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:437.00 total_reward_ma:661.55 loss:-5.982 fps:334.2 +frame:9.10e+05 wall_t:2723 t:56875 epi:nan +opt_step:56250 lr:0.0003 alpha:0.008715 +2026-02-11 00:42:50 | INFO | PID:1598 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:445.00 total_reward_ma:659.20 loss:-5.97 fps:334.2 +frame:9.20e+05 wall_t:2753 t:57500 epi:nan +opt_step:56875 lr:0.0003 alpha:0.008175 +2026-02-11 00:43:20 | INFO | PID:1598 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:441.00 total_reward_ma:656.85 loss:-5.996 fps:334.2 +frame:9.30e+05 wall_t:2783 t:58125 epi:nan +opt_step:57500 lr:0.0003 alpha:0.00852 +2026-02-11 00:43:50 | INFO | PID:1598 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:445.00 total_reward_ma:654.60 loss:-5.865 fps:334.2 +frame:9.40e+05 wall_t:2813 t:58750 epi:nan +opt_step:58125 lr:0.0003 alpha:0.008514 +2026-02-11 00:44:20 | INFO | PID:1598 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:442.00 total_reward_ma:652.36 loss:-5.873 fps:334.2 +frame:9.50e+05 wall_t:2843 t:59375 epi:nan +opt_step:58750 lr:0.0003 alpha:0.008852 +2026-02-11 00:44:49 | INFO | PID:1598 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:448.00 total_reward_ma:650.23 loss:-5.648 fps:334.1 +frame:9.60e+05 wall_t:2873 t:60000 epi:nan +opt_step:59375 lr:0.0003 alpha:0.009035 +2026-02-11 00:45:19 | INFO | PID:1598 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:458.00 total_reward_ma:648.25 loss:-5.354 fps:334.3 +frame:9.70e+05 wall_t:2902 t:60625 epi:nan +opt_step:60000 lr:0.0003 alpha:0.009208 +2026-02-11 00:45:48 | INFO | PID:1598 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:474.00 total_reward_ma:646.47 loss:-5.252 fps:334.4 +frame:9.80e+05 wall_t:2931 t:61250 epi:nan +opt_step:60625 lr:0.0003 alpha:0.008943 +2026-02-11 00:46:19 | INFO | PID:1598 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:458.00 total_reward_ma:644.57 loss:-5.157 fps:334.2 +frame:9.90e+05 wall_t:2962 t:61875 epi:nan +opt_step:61250 lr:0.0003 alpha:0.009231 +2026-02-11 00:46:48 | INFO | PID:1598 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:474.00 total_reward_ma:642.86 loss:-5.108 fps:334.3 +frame:1.00e+06 wall_t:2991 t:62500 epi:nan +opt_step:61875 lr:0.0003 alpha:0.01013 +2026-02-11 00:47:18 | INFO | PID:1598 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:507.00 total_reward_ma:641.26 loss:-5.043 fps:334.3 +frame:1.01e+06 wall_t:3021 t:63125 epi:nan +opt_step:62500 lr:0.0003 alpha:0.01023 +2026-02-11 00:47:48 | INFO | PID:1598 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:534.00 total_reward_ma:640.30 loss:-4.936 fps:334.3 +frame:1.02e+06 wall_t:3051 t:63750 epi:nan +opt_step:63125 lr:0.0003 alpha:0.01028 +2026-02-11 00:48:18 | INFO | PID:1598 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:576.00 total_reward_ma:639.26 loss:-4.82 fps:334.3 +frame:1.03e+06 wall_t:3081 t:64375 epi:nan +opt_step:63750 lr:0.0003 alpha:0.01027 +2026-02-11 00:48:46 | INFO | PID:1598 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:592.00 total_reward_ma:638.25 loss:-4.757 fps:334.5 +frame:1.04e+06 wall_t:3109 t:65000 epi:nan +opt_step:64375 lr:0.0003 alpha:0.01043 +2026-02-11 00:49:15 | INFO | PID:1598 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:643.00 total_reward_ma:637.66 loss:-4.822 fps:334.6 +frame:1.05e+06 wall_t:3138 t:65625 epi:nan +opt_step:65000 lr:0.0003 alpha:0.01084 +2026-02-11 00:49:45 | INFO | PID:1598 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:653.00 total_reward_ma:637.12 loss:-4.59 fps:334.6 +frame:1.06e+06 wall_t:3168 t:66250 epi:nan +opt_step:65625 lr:0.0003 alpha:0.01148 +2026-02-11 00:50:14 | INFO | PID:1598 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:663.00 total_reward_ma:636.75 loss:-4.575 fps:334.7 +frame:1.07e+06 wall_t:3197 t:66875 epi:nan +opt_step:66250 lr:0.0003 alpha:0.01039 +2026-02-11 00:50:43 | INFO | PID:1598 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:664.00 total_reward_ma:636.39 loss:-4.499 fps:334.8 +frame:1.08e+06 wall_t:3226 t:67500 epi:nan +opt_step:66875 lr:0.0003 alpha:0.01063 +2026-02-11 00:51:12 | INFO | PID:1598 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:658.00 total_reward_ma:635.97 loss:-4.406 fps:334.9 +frame:1.09e+06 wall_t:3255 t:68125 epi:nan +opt_step:67500 lr:0.0003 alpha:0.01019 +2026-02-11 00:51:41 | INFO | PID:1598 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:659.00 total_reward_ma:635.50 loss:-4.384 fps:335 +frame:1.10e+06 wall_t:3284 t:68750 epi:nan +opt_step:68125 lr:0.0003 alpha:0.0102 +2026-02-11 00:52:11 | INFO | PID:1598 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:643.00 total_reward_ma:634.89 loss:-4.338 fps:334.9 +frame:1.11e+06 wall_t:3314 t:69375 epi:nan +opt_step:68750 lr:0.0003 alpha:0.009872 +2026-02-11 00:52:41 | INFO | PID:1598 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:624.00 total_reward_ma:634.28 loss:-4.188 fps:334.9 +frame:1.12e+06 wall_t:3344 t:70000 epi:nan +opt_step:69375 lr:0.0003 alpha:0.009356 +2026-02-11 00:53:11 | INFO | PID:1598 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:585.00 total_reward_ma:633.19 loss:-4.193 fps:334.9 +frame:1.13e+06 wall_t:3374 t:70625 epi:nan +opt_step:70000 lr:0.0003 alpha:0.00935 +2026-02-11 00:53:40 | INFO | PID:1598 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:559.00 total_reward_ma:631.87 loss:-4.114 fps:335 +frame:1.14e+06 wall_t:3403 t:71250 epi:nan +opt_step:70625 lr:0.0003 alpha:0.008531 +2026-02-11 00:54:10 | INFO | PID:1598 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:522.00 total_reward_ma:630.33 loss:-4.059 fps:335 +frame:1.15e+06 wall_t:3433 t:71875 epi:nan +opt_step:71250 lr:0.0003 alpha:0.007987 +2026-02-11 00:54:40 | INFO | PID:1598 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:490.00 total_reward_ma:628.55 loss:-3.983 fps:335 +frame:1.16e+06 wall_t:3463 t:72500 epi:nan +opt_step:71875 lr:0.0003 alpha:0.007882 +2026-02-11 00:55:09 | INFO | PID:1598 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:456.00 total_reward_ma:626.67 loss:-3.957 fps:335.1 +frame:1.17e+06 wall_t:3492 t:73125 epi:nan +opt_step:72500 lr:0.0003 alpha:0.007569 +2026-02-11 00:55:39 | INFO | PID:1598 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:435.00 total_reward_ma:624.47 loss:-3.723 fps:335 +frame:1.18e+06 wall_t:3522 t:73750 epi:nan +opt_step:73125 lr:0.0003 alpha:0.007508 +2026-02-11 00:56:08 | INFO | PID:1598 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:421.00 total_reward_ma:621.86 loss:-3.861 fps:335.1 +frame:1.19e+06 wall_t:3551 t:74375 epi:nan +opt_step:73750 lr:0.0003 alpha:0.00725 +2026-02-11 00:56:37 | INFO | PID:1598 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:414.00 total_reward_ma:619.28 loss:-3.688 fps:335.2 +frame:1.20e+06 wall_t:3580 t:75000 epi:nan +opt_step:74375 lr:0.0003 alpha:0.007005 +2026-02-11 00:57:07 | INFO | PID:1598 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:403.00 total_reward_ma:616.70 loss:-3.62 fps:335.2 +frame:1.21e+06 wall_t:3610 t:75625 epi:nan +opt_step:75000 lr:0.0003 alpha:0.006775 +2026-02-11 00:57:36 | INFO | PID:1598 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:395.00 total_reward_ma:614.05 loss:-3.647 fps:335.3 +frame:1.22e+06 wall_t:3639 t:76250 epi:nan +opt_step:75625 lr:0.0003 alpha:0.006738 +2026-02-11 00:58:06 | INFO | PID:1598 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:390.00 total_reward_ma:611.02 loss:-3.509 fps:335.2 +frame:1.23e+06 wall_t:3669 t:76875 epi:nan +opt_step:76250 lr:0.0003 alpha:0.006738 +2026-02-11 00:58:36 | INFO | PID:1598 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:385.00 total_reward_ma:607.96 loss:-3.511 fps:335.2 +frame:1.24e+06 wall_t:3699 t:77500 epi:nan +opt_step:76875 lr:0.0003 alpha:0.006738 +2026-02-11 00:59:06 | INFO | PID:1598 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:382.00 total_reward_ma:604.92 loss:-3.315 fps:335.2 +frame:1.25e+06 wall_t:3729 t:78125 epi:nan +opt_step:77500 lr:0.0003 alpha:0.006738 +2026-02-11 00:59:36 | INFO | PID:1598 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:383.00 total_reward_ma:601.80 loss:-3.411 fps:335.2 +frame:1.26e+06 wall_t:3759 t:78750 epi:nan +opt_step:78125 lr:0.0003 alpha:0.006738 +2026-02-11 01:00:06 | INFO | PID:1598 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:395.00 total_reward_ma:598.93 loss:-3.303 fps:335.2 +frame:1.27e+06 wall_t:3789 t:79375 epi:nan +opt_step:78750 lr:0.0003 alpha:0.006738 +2026-02-11 01:00:36 | INFO | PID:1598 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:384.00 total_reward_ma:595.67 loss:-3.284 fps:335.2 +frame:1.28e+06 wall_t:3819 t:80000 epi:nan +opt_step:79375 lr:0.0003 alpha:0.006738 +2026-02-11 01:01:06 | INFO | PID:1598 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:399.00 total_reward_ma:592.46 loss:-3.203 fps:335.2 +frame:1.29e+06 wall_t:3849 t:80625 epi:nan +opt_step:80000 lr:0.0003 alpha:0.006738 +2026-02-11 01:01:34 | INFO | PID:1598 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:406.00 total_reward_ma:589.37 loss:-3.069 fps:335.2 +frame:1.30e+06 wall_t:3878 t:81250 epi:nan +opt_step:80625 lr:0.0003 alpha:0.006738 +2026-02-11 01:02:04 | INFO | PID:1598 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:422.00 total_reward_ma:586.56 loss:-3.137 fps:335.2 +frame:1.31e+06 wall_t:3908 t:81875 epi:nan +opt_step:81250 lr:0.0003 alpha:0.006738 +2026-02-11 01:02:35 | INFO | PID:1598 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:431.00 total_reward_ma:583.78 loss:-3.052 fps:335.2 +frame:1.32e+06 wall_t:3938 t:82500 epi:nan +opt_step:81875 lr:0.0003 alpha:0.006738 +2026-02-11 01:03:05 | INFO | PID:1598 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:439.00 total_reward_ma:580.92 loss:-2.945 fps:335.2 +frame:1.33e+06 wall_t:3968 t:83125 epi:nan +opt_step:82500 lr:0.0003 alpha:0.006738 +2026-02-11 01:03:36 | INFO | PID:1598 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:457.00 total_reward_ma:578.51 loss:-3.029 fps:335.1 +frame:1.34e+06 wall_t:3999 t:83750 epi:nan +opt_step:83125 lr:0.0003 alpha:0.006738 +2026-02-11 01:04:05 | INFO | PID:1598 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:474.00 total_reward_ma:576.07 loss:-2.908 fps:335.2 +frame:1.35e+06 wall_t:4028 t:84375 epi:nan +opt_step:83750 lr:0.0003 alpha:0.006738 +2026-02-11 01:04:34 | INFO | PID:1598 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:485.00 total_reward_ma:573.51 loss:-2.9 fps:335.2 +frame:1.36e+06 wall_t:4057 t:85000 epi:nan +opt_step:84375 lr:0.0003 alpha:0.006738 +2026-02-11 01:05:04 | INFO | PID:1598 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:497.00 total_reward_ma:571.11 loss:-2.85 fps:335.2 +frame:1.37e+06 wall_t:4087 t:85625 epi:nan +opt_step:85000 lr:0.0003 alpha:0.006738 +2026-02-11 01:05:34 | INFO | PID:1598 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:489.00 total_reward_ma:568.33 loss:-2.839 fps:335.2 +frame:1.38e+06 wall_t:4117 t:86250 epi:nan +opt_step:85625 lr:0.0003 alpha:0.006738 +2026-02-11 01:06:04 | INFO | PID:1598 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:526.00 total_reward_ma:566.16 loss:-2.807 fps:335.2 +frame:1.39e+06 wall_t:4147 t:86875 epi:nan +opt_step:86250 lr:0.0003 alpha:0.006738 +2026-02-11 01:06:33 | INFO | PID:1598 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:526.00 total_reward_ma:563.96 loss:-2.71 fps:335.2 +frame:1.40e+06 wall_t:4176 t:87500 epi:nan +opt_step:86875 lr:0.0003 alpha:0.006738 +2026-02-11 01:07:04 | INFO | PID:1598 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:536.00 total_reward_ma:561.84 loss:-2.705 fps:335.2 +frame:1.41e+06 wall_t:4207 t:88125 epi:nan +opt_step:87500 lr:0.0003 alpha:0.006738 +2026-02-11 01:07:34 | INFO | PID:1598 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:554.00 total_reward_ma:560.02 loss:-2.642 fps:335.1 +frame:1.42e+06 wall_t:4237 t:88750 epi:nan +opt_step:88125 lr:0.0003 alpha:0.006738 +2026-02-11 01:08:03 | INFO | PID:1598 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:587.00 total_reward_ma:558.68 loss:-2.594 fps:335.2 +frame:1.43e+06 wall_t:4266 t:89375 epi:nan +opt_step:88750 lr:0.0003 alpha:0.006738 +2026-02-11 01:08:32 | INFO | PID:1598 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:596.00 total_reward_ma:557.37 loss:-2.636 fps:335.3 +frame:1.44e+06 wall_t:4295 t:90000 epi:nan +opt_step:89375 lr:0.0003 alpha:0.006738 +2026-02-11 01:09:01 | INFO | PID:1598 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:582.00 total_reward_ma:555.97 loss:-2.537 fps:335.3 +frame:1.45e+06 wall_t:4325 t:90625 epi:nan +opt_step:90000 lr:0.0003 alpha:0.006738 +2026-02-11 01:09:32 | INFO | PID:1598 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:578.00 total_reward_ma:554.70 loss:-2.534 fps:335.2 +frame:1.46e+06 wall_t:4355 t:91250 epi:nan +opt_step:90625 lr:0.0003 alpha:0.006738 +2026-02-11 01:10:02 | INFO | PID:1598 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:566.00 total_reward_ma:553.30 loss:-2.508 fps:335.2 +frame:1.47e+06 wall_t:4385 t:91875 epi:nan +opt_step:91250 lr:0.0003 alpha:0.006738 +2026-02-11 01:10:31 | INFO | PID:1598 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:589.00 total_reward_ma:552.16 loss:-2.426 fps:335.3 +frame:1.48e+06 wall_t:4414 t:92500 epi:nan +opt_step:91875 lr:0.0003 alpha:0.006738 +2026-02-11 01:11:01 | INFO | PID:1598 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:589.00 total_reward_ma:551.19 loss:-2.363 fps:335.3 +frame:1.49e+06 wall_t:4444 t:93125 epi:nan +opt_step:92500 lr:0.0003 alpha:0.006738 +2026-02-11 01:11:30 | INFO | PID:1598 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:618.00 total_reward_ma:550.35 loss:-2.443 fps:335.3 +frame:1.50e+06 wall_t:4473 t:93750 epi:nan +opt_step:93125 lr:0.0003 alpha:0.006738 +2026-02-11 01:12:00 | INFO | PID:1598 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:605.00 total_reward_ma:549.46 loss:-2.36 fps:335.3 +frame:1.51e+06 wall_t:4504 t:94375 epi:nan +opt_step:93750 lr:0.0003 alpha:0.006738 +2026-02-11 01:12:30 | INFO | PID:1598 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:611.00 total_reward_ma:548.49 loss:-2.326 fps:335.3 +frame:1.52e+06 wall_t:4533 t:95000 epi:nan +opt_step:94375 lr:0.0003 alpha:0.006738 +2026-02-11 01:13:00 | INFO | PID:1598 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:631.00 total_reward_ma:547.44 loss:-2.325 fps:335.3 +frame:1.53e+06 wall_t:4563 t:95625 epi:nan +opt_step:95000 lr:0.0003 alpha:0.006738 +2026-02-11 01:13:30 | INFO | PID:1598 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:624.00 total_reward_ma:546.20 loss:-2.222 fps:335.3 +frame:1.54e+06 wall_t:4593 t:96250 epi:nan +opt_step:95625 lr:0.0003 alpha:0.006738 +2026-02-11 01:14:00 | INFO | PID:1598 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:633.00 total_reward_ma:544.66 loss:-2.283 fps:335.2 +frame:1.55e+06 wall_t:4624 t:96875 epi:nan +opt_step:96250 lr:0.0003 alpha:0.006738 +2026-02-11 01:14:31 | INFO | PID:1598 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:644.00 total_reward_ma:543.20 loss:-2.253 fps:335.2 +frame:1.56e+06 wall_t:4654 t:97500 epi:nan +opt_step:96875 lr:0.0003 alpha:0.006738 +2026-02-11 01:15:01 | INFO | PID:1598 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:671.00 total_reward_ma:542.11 loss:-2.153 fps:335.2 +frame:1.57e+06 wall_t:4684 t:98125 epi:nan +opt_step:97500 lr:0.0003 alpha:0.006739 +2026-02-11 01:15:30 | INFO | PID:1598 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:668.00 total_reward_ma:541.05 loss:-2.204 fps:335.2 +frame:1.58e+06 wall_t:4713 t:98750 epi:nan +opt_step:98125 lr:0.0003 alpha:0.006738 +2026-02-11 01:16:00 | INFO | PID:1598 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:690.00 total_reward_ma:540.24 loss:-2.228 fps:335.2 +frame:1.59e+06 wall_t:4743 t:99375 epi:nan +opt_step:98750 lr:0.0003 alpha:0.006739 +2026-02-11 01:16:31 | INFO | PID:1598 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:710.00 total_reward_ma:539.82 loss:-2.194 fps:335.1 +frame:1.60e+06 wall_t:4774 t:100000 epi:nan +opt_step:99375 lr:0.0003 alpha:0.006738 +2026-02-11 01:17:01 | INFO | PID:1598 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:728.00 total_reward_ma:539.48 loss:-2.156 fps:335.1 +frame:1.61e+06 wall_t:4804 t:100625 epi:nan +opt_step:100000 lr:0.0003 alpha:0.006738 +2026-02-11 01:17:30 | INFO | PID:1598 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:749.00 total_reward_ma:539.62 loss:-2.171 fps:335.2 +frame:1.62e+06 wall_t:4833 t:101250 epi:nan +opt_step:100625 lr:0.0003 alpha:0.006738 +2026-02-11 01:18:00 | INFO | PID:1598 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:768.00 total_reward_ma:540.07 loss:-2.135 fps:335.2 +frame:1.63e+06 wall_t:4863 t:101875 epi:nan +opt_step:101250 lr:0.0003 alpha:0.006738 +2026-02-11 01:18:30 | INFO | PID:1598 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:782.00 total_reward_ma:540.95 loss:-2.133 fps:335.2 +frame:1.64e+06 wall_t:4893 t:102500 epi:nan +opt_step:101875 lr:0.0003 alpha:0.006738 +2026-02-11 01:19:00 | INFO | PID:1598 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:795.00 total_reward_ma:542.15 loss:-2.109 fps:335.2 +frame:1.65e+06 wall_t:4923 t:103125 epi:nan +opt_step:102500 lr:0.0003 alpha:0.006738 +2026-02-11 01:19:30 | INFO | PID:1598 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:809.00 total_reward_ma:543.54 loss:-2.076 fps:335.2 +frame:1.66e+06 wall_t:4953 t:103750 epi:nan +opt_step:103125 lr:0.0003 alpha:0.006738 +2026-02-11 01:19:59 | INFO | PID:1598 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:882.00 total_reward_ma:545.90 loss:-2.079 fps:335.2 +frame:1.67e+06 wall_t:4982 t:104375 epi:nan +opt_step:103750 lr:0.0003 alpha:0.006738 +2026-02-11 01:20:30 | INFO | PID:1598 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:905.00 total_reward_ma:548.65 loss:-2.068 fps:335.1 +frame:1.68e+06 wall_t:5013 t:105000 epi:nan +opt_step:104375 lr:0.0003 alpha:0.006738 +2026-02-11 01:21:00 | INFO | PID:1598 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:941.00 total_reward_ma:551.79 loss:-2.06 fps:335.1 +frame:1.69e+06 wall_t:5043 t:105625 epi:nan +opt_step:105000 lr:0.0003 alpha:0.006739 +2026-02-11 01:21:29 | INFO | PID:1598 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:977.00 total_reward_ma:555.36 loss:-2.067 fps:335.2 +frame:1.70e+06 wall_t:5072 t:106250 epi:nan +opt_step:105625 lr:0.0003 alpha:0.006738 +2026-02-11 01:21:59 | INFO | PID:1598 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:1020.00 total_reward_ma:559.62 loss:-2.018 fps:335.2 +frame:1.71e+06 wall_t:5102 t:106875 epi:nan +opt_step:106250 lr:0.0003 alpha:0.006741 +2026-02-11 01:22:28 | INFO | PID:1598 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:1131.00 total_reward_ma:564.97 loss:-2.044 fps:335.2 +frame:1.72e+06 wall_t:5131 t:107500 epi:nan +opt_step:106875 lr:0.0003 alpha:0.006738 +2026-02-11 01:22:57 | INFO | PID:1598 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:1142.00 total_reward_ma:570.58 loss:-2.08 fps:335.3 +frame:1.73e+06 wall_t:5160 t:108125 epi:nan +opt_step:107500 lr:0.0003 alpha:0.006738 +2026-02-11 01:23:26 | INFO | PID:1598 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:1135.00 total_reward_ma:576.16 loss:-2.032 fps:335.3 +frame:1.74e+06 wall_t:5189 t:108750 epi:nan +opt_step:108125 lr:0.0003 alpha:0.006738 +2026-02-11 01:23:56 | INFO | PID:1598 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:1194.00 total_reward_ma:582.41 loss:-2.047 fps:335.3 +frame:1.75e+06 wall_t:5219 t:109375 epi:nan +opt_step:108750 lr:0.0003 alpha:0.006752 +2026-02-11 01:24:25 | INFO | PID:1598 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:1215.00 total_reward_ma:588.98 loss:-2.113 fps:335.3 +frame:1.76e+06 wall_t:5249 t:110000 epi:nan +opt_step:109375 lr:0.0003 alpha:0.006789 +2026-02-11 01:24:56 | INFO | PID:1598 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:1253.00 total_reward_ma:595.96 loss:-2.066 fps:335.3 +frame:1.77e+06 wall_t:5279 t:110625 epi:nan +opt_step:110000 lr:0.0003 alpha:0.006738 +2026-02-11 01:25:25 | INFO | PID:1598 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:1321.00 total_reward_ma:603.80 loss:-2.067 fps:335.3 +frame:1.78e+06 wall_t:5308 t:111250 epi:nan +opt_step:110625 lr:0.0003 alpha:0.006739 +2026-02-11 01:25:54 | INFO | PID:1598 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:1335.00 total_reward_ma:611.92 loss:-2.071 fps:335.4 +frame:1.79e+06 wall_t:5337 t:111875 epi:nan +opt_step:111250 lr:0.0003 alpha:0.006738 +2026-02-11 01:26:24 | INFO | PID:1598 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:1405.00 total_reward_ma:620.83 loss:-2.108 fps:335.4 +frame:1.80e+06 wall_t:5367 t:112500 epi:nan +opt_step:111875 lr:0.0003 alpha:0.00675 +2026-02-11 01:26:54 | INFO | PID:1598 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:1461.00 total_reward_ma:630.39 loss:-2.093 fps:335.4 +frame:1.81e+06 wall_t:5397 t:113125 epi:nan +opt_step:112500 lr:0.0003 alpha:0.00674 +2026-02-11 01:27:24 | INFO | PID:1598 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:1490.00 total_reward_ma:640.36 loss:-2.08 fps:335.4 +frame:1.82e+06 wall_t:5427 t:113750 epi:nan +opt_step:113125 lr:0.0003 alpha:0.00676 +2026-02-11 01:27:54 | INFO | PID:1598 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:1575.00 total_reward_ma:651.11 loss:-2.072 fps:335.3 +frame:1.83e+06 wall_t:5458 t:114375 epi:nan +opt_step:113750 lr:0.0003 alpha:0.006745 +2026-02-11 01:28:23 | INFO | PID:1598 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:1663.00 total_reward_ma:662.79 loss:-2.133 fps:335.4 +frame:1.84e+06 wall_t:5486 t:115000 epi:nan +opt_step:114375 lr:0.0003 alpha:0.006779 +2026-02-11 01:28:54 | INFO | PID:1598 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:1737.00 total_reward_ma:675.33 loss:-2.164 fps:335.3 +frame:1.85e+06 wall_t:5517 t:115625 epi:nan +opt_step:115000 lr:0.0003 alpha:0.006825 +2026-02-11 01:29:23 | INFO | PID:1598 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:1757.00 total_reward_ma:688.12 loss:-2.134 fps:335.3 +frame:1.86e+06 wall_t:5547 t:116250 epi:nan +opt_step:115625 lr:0.0003 alpha:0.006738 +2026-02-11 01:29:53 | INFO | PID:1598 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:1866.00 total_reward_ma:702.20 loss:-2.135 fps:335.4 +frame:1.87e+06 wall_t:5576 t:116875 epi:nan +opt_step:116250 lr:0.0003 alpha:0.006745 +2026-02-11 01:30:23 | INFO | PID:1598 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:1922.00 total_reward_ma:716.69 loss:-2.137 fps:335.4 +frame:1.88e+06 wall_t:5606 t:117500 epi:nan +opt_step:116875 lr:0.0003 alpha:0.006783 +2026-02-11 01:30:52 | INFO | PID:1598 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:2001.00 total_reward_ma:731.92 loss:-2.211 fps:335.4 +frame:1.89e+06 wall_t:5635 t:118125 epi:nan +opt_step:117500 lr:0.0003 alpha:0.006943 +2026-02-11 01:31:21 | INFO | PID:1598 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:2126.00 total_reward_ma:748.55 loss:-2.185 fps:335.4 +frame:1.90e+06 wall_t:5665 t:118750 epi:nan +opt_step:118125 lr:0.0003 alpha:0.006905 +2026-02-11 01:31:50 | INFO | PID:1598 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:2304.00 total_reward_ma:767.22 loss:-2.188 fps:335.4 +frame:1.91e+06 wall_t:5694 t:119375 epi:nan +opt_step:118750 lr:0.0003 alpha:0.007026 +2026-02-11 01:32:22 | INFO | PID:1598 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:2427.00 total_reward_ma:787.04 loss:-2.192 fps:335.4 +frame:1.92e+06 wall_t:5725 t:120000 epi:nan +opt_step:119375 lr:0.0003 alpha:0.00698 +2026-02-11 01:32:53 | INFO | PID:1598 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:2546.00 total_reward_ma:808.09 loss:-2.247 fps:335.3 +frame:1.93e+06 wall_t:5756 t:120625 epi:nan +opt_step:120000 lr:0.0003 alpha:0.007006 +2026-02-11 01:33:22 | INFO | PID:1598 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:2650.00 total_reward_ma:830.14 loss:-2.299 fps:335.4 +frame:1.94e+06 wall_t:5785 t:121250 epi:nan +opt_step:120625 lr:0.0003 alpha:0.007279 +2026-02-11 01:33:53 | INFO | PID:1598 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:2723.00 total_reward_ma:852.95 loss:-2.282 fps:335.3 +frame:1.95e+06 wall_t:5816 t:121875 epi:nan +opt_step:121250 lr:0.0003 alpha:0.007255 +2026-02-11 01:34:22 | INFO | PID:1598 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:2812.00 total_reward_ma:876.59 loss:-2.32 fps:335.3 +frame:1.96e+06 wall_t:5846 t:122500 epi:nan +opt_step:121875 lr:0.0003 alpha:0.007281 +2026-02-11 01:34:52 | INFO | PID:1598 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:2988.00 total_reward_ma:901.89 loss:-2.315 fps:335.3 +frame:1.97e+06 wall_t:5875 t:123125 epi:nan +opt_step:122500 lr:0.0003 alpha:0.00731 +2026-02-11 01:35:22 | INFO | PID:1598 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:3022.00 total_reward_ma:927.37 loss:-2.37 fps:335.3 +frame:1.98e+06 wall_t:5905 t:123750 epi:nan +opt_step:123125 lr:0.0003 alpha:0.007426 +2026-02-11 01:35:53 | INFO | PID:1598 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:3049.00 total_reward_ma:953.28 loss:-2.321 fps:335.2 +frame:1.99e+06 wall_t:5936 t:124375 epi:nan +opt_step:123750 lr:0.0003 alpha:0.007264 +2026-02-11 01:36:22 | INFO | PID:1598 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:3193.00 total_reward_ma:980.47 loss:-2.385 fps:335.3 +frame:2.00e+06 wall_t:5965 t:125000 epi:nan +opt_step:124375 lr:0.0003 alpha:0.007811 +2026-02-11 01:36:22 | INFO | PID:1598 | slm_lab.lib.logger:info | Session 3 done diff --git a/data/sac_atari_stargunner_2026_02_10_235649/sac_atari_stargunner_spec.json b/data/sac_atari_stargunner_2026_02_10_235649/sac_atari_stargunner_spec.json new file mode 100644 index 0000000000000000000000000000000000000000..73edac5bf8e461f3361cfb5d53af7cc0df667036 --- /dev/null +++ b/data/sac_atari_stargunner_2026_02_10_235649/sac_atari_stargunner_spec.json @@ -0,0 +1,98 @@ +{ + "agent": { + "name": "SoftActorCritic", + "algorithm": { + "name": "SoftActorCritic", + "action_pdtype": "Categorical", + "action_policy": "default", + "gamma": 0.99, + "training_start_step": 10000, + "training_frequency": 4, + "training_iter": 1 + }, + "memory": { + "name": "Replay", + "batch_size": 256, + "max_size": 200000, + "use_cer": false + }, + "net": { + "type": "ConvNet", + "shared": false, + "conv_hid_layers": [ + [ + 32, + 8, + 4, + 0, + 1 + ], + [ + 64, + 4, + 2, + 0, + 1 + ], + [ + 64, + 3, + 1, + 0, + 1 + ] + ], + "fc_hid_layers": [ + 512 + ], + "hid_layers_activation": "relu", + "init_fn": "orthogonal_", + "normalize": true, + "batch_norm": false, + "clip_grad_val": 0.5, + "use_same_optim": false, + "loss_spec": { + "name": "SmoothL1Loss" + }, + "optim_spec": { + "name": "AdamW", + "lr": 0.0003, + "eps": 0.0001 + }, + "update_type": "polyak", + "update_frequency": 1, + "polyak_coef": 0.005, + "gpu": "auto" + } + }, + "env": { + "name": "ALE/StarGunner-v5", + "num_envs": 16, + "max_t": null, + "max_frame": 2000000, + "life_loss_info": true + }, + "meta": { + "distributed": false, + "eval_frequency": 10000, + "log_frequency": 10000, + "max_session": 4, + "max_trial": 1, + "rigorous_eval": 0, + "experiment": 0, + "trial": 0, + "session": -1, + "cuda_offset": 0, + "resume": false, + "experiment_ts": "2026_02_10_235649", + "prepath": "data/sac_atari_stargunner_2026_02_10_235649/sac_atari_stargunner_t0", + "git_sha": "unknown", + "random_seed": null, + "predir": "data/sac_atari_stargunner_2026_02_10_235649", + "graph_prepath": "data/sac_atari_stargunner_2026_02_10_235649/graph/sac_atari_stargunner_t0", + "info_prepath": "data/sac_atari_stargunner_2026_02_10_235649/info/sac_atari_stargunner_t0", + "log_prepath": "data/sac_atari_stargunner_2026_02_10_235649/log/sac_atari_stargunner_t0", + "model_prepath": "data/sac_atari_stargunner_2026_02_10_235649/model/sac_atari_stargunner_t0" + }, + "name": "sac_atari_stargunner" +} \ No newline at end of file diff --git a/data/sac_atari_stargunner_2026_02_10_235649/sac_atari_stargunner_t0_spec.json b/data/sac_atari_stargunner_2026_02_10_235649/sac_atari_stargunner_t0_spec.json new file mode 100644 index 0000000000000000000000000000000000000000..73edac5bf8e461f3361cfb5d53af7cc0df667036 --- /dev/null +++ b/data/sac_atari_stargunner_2026_02_10_235649/sac_atari_stargunner_t0_spec.json @@ -0,0 +1,98 @@ +{ + "agent": { + "name": "SoftActorCritic", + "algorithm": { + "name": "SoftActorCritic", + "action_pdtype": "Categorical", + "action_policy": "default", + "gamma": 0.99, + "training_start_step": 10000, + "training_frequency": 4, + "training_iter": 1 + }, + "memory": { + "name": "Replay", + "batch_size": 256, + "max_size": 200000, + "use_cer": false + }, + "net": { + "type": "ConvNet", + "shared": false, + "conv_hid_layers": [ + [ + 32, + 8, + 4, + 0, + 1 + ], + [ + 64, + 4, + 2, + 0, + 1 + ], + [ + 64, + 3, + 1, + 0, + 1 + ] + ], + "fc_hid_layers": [ + 512 + ], + "hid_layers_activation": "relu", + "init_fn": "orthogonal_", + "normalize": true, + "batch_norm": false, + "clip_grad_val": 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file diff --git a/data/sac_atari_stargunner_2026_02_13_040158/log/sac_atari_stargunner_t0.log b/data/sac_atari_stargunner_2026_02_13_040158/log/sac_atari_stargunner_t0.log new file mode 100644 index 0000000000000000000000000000000000000000..2a425eb9ef09684414318a8a38d98607cb9feb90 --- /dev/null +++ b/data/sac_atari_stargunner_2026_02_13_040158/log/sac_atari_stargunner_t0.log @@ -0,0 +1,5 @@ +2026-02-13 08:16:18 | INFO | PID:1280 | slm_lab.lib.logger:info | trial_metrics: frame:2.00e+06 | total_reward_ma:3808.52 | strength:1750 | max_strength:4735 | final_strength:4577 | sample_efficiency:6.037e-07 | training_efficiency:3.166e-06 | stability:0.9931 | consistency:0.7404 +2026-02-13 08:16:18 | INFO | PID:1280 | slm_lab.lib.logger:info | Trial 0 done +2026-02-13 08:16:18 | INFO | PID:1280 | slm_lab.cli.main:run_spec | Output: data/sac_atari_stargunner_2026_02_13_040158 +2026-02-13 08:16:18 | INFO | PID:1280 | slm_lab.lib.hf:cleanup_models | Cleanup saved 310.3 MB +2026-02-13 08:16:18 | INFO | PID:1280 | slm_lab.lib.hf:upload | Uploading data/sac_atari_stargunner_2026_02_13_040158 to SLM-Lab/benchmark-dev/data/sac_atari_stargunner_2026_02_13_040158... diff --git a/data/sac_atari_stargunner_2026_02_13_040158/log/sac_atari_stargunner_t0_s0.log b/data/sac_atari_stargunner_2026_02_13_040158/log/sac_atari_stargunner_t0_s0.log new file mode 100644 index 0000000000000000000000000000000000000000..73a51b6f2251877f85d6c404f4a7355b08f056fc --- /dev/null +++ b/data/sac_atari_stargunner_2026_02_13_040158/log/sac_atari_stargunner_t0_s0.log @@ -0,0 +1,982 @@ +2026-02-13 04:02:04 | INFO | PID:1418 | slm_lab.env:_make_vector_env | AtariVectorEnv: 16 envs, native preprocessing +2026-02-13 04:02:48 | INFO | PID:1418 | slm_lab.lib.perf:log_perf_setup | Performance setup: +Platform: GPU NVIDIA RTX A4500 (compute 8.6) +• GPU cuDNN benchmark: enabled +• GPU memory management: enabled +• GPU TF32 acceleration: enabled +2026-02-13 04:02:48 | INFO | PID:1418 | slm_lab.lib.logger:info | SoftActorCritic: +algorithm_spec: + name: SoftActorCritic + action_pdtype: Categorical + action_policy: default + gamma: 0.99 + training_start_step: 1000 + training_frequency: 4 + training_iter: 3 +name: SoftActorCritic +memory_spec: + name: Replay + batch_size: 256 + max_size: 200000 + use_cer: false +action_pdtype: Categorical +training_iter: 3 +training_start_step: 1000 +policy_delay: 1 +entropy_penalty_coef: 0.0 +gamma: 0.99 +training_frequency: 4 +to_train: 0 +_train_step: 0 +shared: False +net: (device:cuda:0) ConvNet( + (conv_model): Sequential( + (0): Conv2d(4, 32, kernel_size=(8, 8), stride=(4, 4)) + (1): ReLU() + (2): Conv2d(32, 64, kernel_size=(4, 4), stride=(2, 2)) + (3): ReLU() + (4): Conv2d(64, 64, kernel_size=(3, 3), stride=(1, 1)) + (5): ReLU() + ) + (fc_model): Sequential( + (0): Linear(in_features=3136, out_features=512, bias=True) + (1): ReLU() + ) + (tails): Sequential( + (0): Linear(in_features=512, out_features=18, bias=True) + ) + (loss_fn): SmoothL1Loss() +) +optim: AdamW ( +Parameter Group 0 + amsgrad: False + betas: (0.9, 0.999) + capturable: False + decoupled_weight_decay: True + differentiable: False + eps: 0.0001 + foreach: None + fused: None + lr: 0.0003 + maximize: False + weight_decay: 0.01 +) +q1_net: (device:cuda:0) ConvNet( + (conv_model): Sequential( + (0): Conv2d(4, 32, kernel_size=(8, 8), stride=(4, 4)) + (1): ReLU() + (2): Conv2d(32, 64, kernel_size=(4, 4), stride=(2, 2)) + (3): ReLU() + (4): Conv2d(64, 64, kernel_size=(3, 3), stride=(1, 1)) + (5): ReLU() + ) + (fc_model): Sequential( + (0): Linear(in_features=3136, out_features=512, bias=True) + (1): ReLU() + ) + (tails): Sequential( + (0): Linear(in_features=512, out_features=18, bias=True) + ) + (loss_fn): SmoothL1Loss() +) +target_q1_net: (device:cuda:0) ConvNet( + (conv_model): Sequential( + (0): Conv2d(4, 32, kernel_size=(8, 8), stride=(4, 4)) + (1): ReLU() + (2): Conv2d(32, 64, kernel_size=(4, 4), stride=(2, 2)) + (3): ReLU() + (4): Conv2d(64, 64, kernel_size=(3, 3), stride=(1, 1)) + (5): ReLU() + ) + (fc_model): Sequential( + (0): Linear(in_features=3136, out_features=512, bias=True) + (1): ReLU() + ) + (tails): Sequential( + (0): Linear(in_features=512, out_features=18, bias=True) + ) + (loss_fn): SmoothL1Loss() +) +q1_optim: AdamW ( +Parameter Group 0 + amsgrad: False + betas: (0.9, 0.999) + capturable: False + decoupled_weight_decay: True + differentiable: False + eps: 0.0001 + foreach: None + fused: None + lr: 0.0003 + maximize: False + weight_decay: 0.01 +) +q2_net: (device:cuda:0) ConvNet( + (conv_model): Sequential( + (0): Conv2d(4, 32, kernel_size=(8, 8), stride=(4, 4)) + (1): ReLU() + (2): Conv2d(32, 64, kernel_size=(4, 4), stride=(2, 2)) + (3): ReLU() + (4): Conv2d(64, 64, kernel_size=(3, 3), stride=(1, 1)) + (5): ReLU() + ) + (fc_model): Sequential( + (0): Linear(in_features=3136, out_features=512, bias=True) + (1): ReLU() + ) + (tails): Sequential( + (0): Linear(in_features=512, out_features=18, bias=True) + ) + (loss_fn): SmoothL1Loss() +) +target_q2_net: (device:cuda:0) ConvNet( + (conv_model): Sequential( + (0): Conv2d(4, 32, kernel_size=(8, 8), stride=(4, 4)) + (1): ReLU() + (2): Conv2d(32, 64, kernel_size=(4, 4), stride=(2, 2)) + (3): ReLU() + (4): Conv2d(64, 64, kernel_size=(3, 3), stride=(1, 1)) + (5): ReLU() + ) + (fc_model): Sequential( + (0): Linear(in_features=3136, out_features=512, bias=True) + (1): ReLU() + ) + (tails): Sequential( + (0): Linear(in_features=512, out_features=18, bias=True) + ) + (loss_fn): SmoothL1Loss() +) +q2_optim: AdamW ( +Parameter Group 0 + amsgrad: False + betas: (0.9, 0.999) + capturable: False + decoupled_weight_decay: True + differentiable: False + eps: 0.0001 + foreach: None + fused: None + lr: 0.0003 + maximize: False + weight_decay: 0.01 +) +net_names: ['net', 'q1_net', 'target_q1_net', 'q2_net', 'target_q2_net'] +target_entropy: 1.7342230547376987 +log_alpha: tensor([0.], device='cuda:0', requires_grad=True) +alpha: tensor([1.], device='cuda:0') +alpha_optim: AdamW ( +Parameter Group 0 + amsgrad: False + betas: (0.9, 0.999) + capturable: False + decoupled_weight_decay: True + differentiable: False + eps: 0.0001 + foreach: None + fused: None + lr: 0.0003 + maximize: False + weight_decay: 0.01 +) +2026-02-13 04:03:56 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:106.67 total_reward_ma:106.67 loss:-17.54 fps:91.74 +frame:1.00e+04 wall_t:109 t:625 epi:nan +opt_step:1689 lr:0.0003 alpha:0.6313 +2026-02-13 04:05:12 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:563.64 total_reward_ma:335.15 loss:-27.83 fps:108.1 +frame:2.00e+04 wall_t:185 t:1250 epi:nan +opt_step:3564 lr:0.0003 alpha:0.4038 +2026-02-13 04:06:28 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:655.56 total_reward_ma:441.95 loss:-32.56 fps:114.9 +frame:3.00e+04 wall_t:261 t:1875 epi:nan +opt_step:5439 lr:0.0003 alpha:0.2645 +2026-02-13 04:07:45 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:758.62 total_reward_ma:521.12 loss:-34.82 fps:118 +frame:4.00e+04 wall_t:339 t:2500 epi:nan +opt_step:7314 lr:0.0003 alpha:0.1748 +2026-02-13 04:09:02 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:743.24 total_reward_ma:565.54 loss:-34.63 fps:120.2 +frame:5.00e+04 wall_t:416 t:3125 epi:nan +opt_step:9189 lr:0.0003 alpha:0.116 +2026-02-13 04:10:18 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:735.56 total_reward_ma:593.88 loss:-34.55 fps:122 +frame:6.00e+04 wall_t:492 t:3750 epi:nan +opt_step:11064 lr:0.0003 alpha:0.07724 +2026-02-13 04:11:34 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:736.00 total_reward_ma:614.18 loss:-31.81 fps:123.2 +frame:7.00e+04 wall_t:568 t:4375 epi:nan +opt_step:12939 lr:0.0003 alpha:0.05164 +2026-02-13 04:12:50 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:733.33 total_reward_ma:629.08 loss:-31.11 fps:124.2 +frame:8.00e+04 wall_t:644 t:5000 epi:nan +opt_step:14814 lr:0.0003 alpha:0.03471 +2026-02-13 04:14:06 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:745.07 total_reward_ma:641.96 loss:-28.91 fps:125 +frame:9.00e+04 wall_t:720 t:5625 epi:nan +opt_step:16689 lr:0.0003 alpha:0.02355 +2026-02-13 04:15:23 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:747.56 total_reward_ma:652.52 loss:-27.03 fps:125.5 +frame:1.00e+05 wall_t:797 t:6250 epi:nan +opt_step:18564 lr:0.0003 alpha:0.01622 +2026-02-13 04:16:39 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:734.04 total_reward_ma:659.93 loss:-24.72 fps:126 +frame:1.10e+05 wall_t:873 t:6875 epi:nan +opt_step:20439 lr:0.0003 alpha:0.01146 +2026-02-13 04:17:56 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:732.00 total_reward_ma:665.94 loss:-22.9 fps:126.3 +frame:1.20e+05 wall_t:950 t:7500 epi:nan +opt_step:22314 lr:0.0003 alpha:0.00832 +2026-02-13 04:19:13 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:737.00 total_reward_ma:671.41 loss:-21.11 fps:126.7 +frame:1.30e+05 wall_t:1026 t:8125 epi:nan +opt_step:24189 lr:0.0003 alpha:0.006738 +2026-02-13 04:20:29 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:730.00 total_reward_ma:675.59 loss:-19.12 fps:126.9 +frame:1.40e+05 wall_t:1103 t:8750 epi:nan +opt_step:26064 lr:0.0003 alpha:0.006738 +2026-02-13 04:21:46 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:706.00 total_reward_ma:677.62 loss:-17.53 fps:127.2 +frame:1.50e+05 wall_t:1179 t:9375 epi:nan +opt_step:27939 lr:0.0003 alpha:0.006738 +2026-02-13 04:23:02 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:708.00 total_reward_ma:679.52 loss:-16.5 fps:127.4 +frame:1.60e+05 wall_t:1256 t:10000 epi:nan +opt_step:29814 lr:0.0003 alpha:0.006738 +2026-02-13 04:24:19 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:700.00 total_reward_ma:680.72 loss:-15.19 fps:127.6 +frame:1.70e+05 wall_t:1332 t:10625 epi:nan +opt_step:31689 lr:0.0003 alpha:0.006738 +2026-02-13 04:25:35 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:706.00 total_reward_ma:682.13 loss:-14.16 fps:127.8 +frame:1.80e+05 wall_t:1409 t:11250 epi:nan +opt_step:33564 lr:0.0003 alpha:0.006738 +2026-02-13 04:26:52 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:703.00 total_reward_ma:683.23 loss:-12.99 fps:127.9 +frame:1.90e+05 wall_t:1486 t:11875 epi:nan +opt_step:35439 lr:0.0003 alpha:0.006738 +2026-02-13 04:28:08 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:681.00 total_reward_ma:683.11 loss:-11.93 fps:128 +frame:2.00e+05 wall_t:1562 t:12500 epi:nan +opt_step:37314 lr:0.0003 alpha:0.006738 +2026-02-13 04:29:24 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:670.00 total_reward_ma:682.49 loss:-11.3 fps:128.2 +frame:2.10e+05 wall_t:1638 t:13125 epi:nan +opt_step:39189 lr:0.0003 alpha:0.006738 +2026-02-13 04:30:41 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:694.00 total_reward_ma:683.01 loss:-10.4 fps:128.3 +frame:2.20e+05 wall_t:1715 t:13750 epi:nan +opt_step:41064 lr:0.0003 alpha:0.006738 +2026-02-13 04:31:57 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:675.00 total_reward_ma:682.66 loss:-9.661 fps:128.5 +frame:2.30e+05 wall_t:1790 t:14375 epi:nan +opt_step:42939 lr:0.0003 alpha:0.006738 +2026-02-13 04:33:13 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:673.00 total_reward_ma:682.26 loss:-9.117 fps:128.6 +frame:2.40e+05 wall_t:1866 t:15000 epi:nan +opt_step:44814 lr:0.0003 alpha:0.006738 +2026-02-13 04:34:29 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:674.00 total_reward_ma:681.93 loss:-8.342 fps:128.7 +frame:2.50e+05 wall_t:1942 t:15625 epi:nan +opt_step:46689 lr:0.0003 alpha:0.006738 +2026-02-13 04:35:45 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:655.00 total_reward_ma:680.90 loss:-8.011 fps:128.8 +frame:2.60e+05 wall_t:2018 t:16250 epi:nan +opt_step:48564 lr:0.0003 alpha:0.006738 +2026-02-13 04:37:00 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:632.00 total_reward_ma:679.08 loss:-7.479 fps:128.9 +frame:2.70e+05 wall_t:2094 t:16875 epi:nan +opt_step:50439 lr:0.0003 alpha:0.006738 +2026-02-13 04:38:17 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:636.00 total_reward_ma:677.55 loss:-7.077 fps:129 +frame:2.80e+05 wall_t:2171 t:17500 epi:nan +opt_step:52314 lr:0.0003 alpha:0.008263 +2026-02-13 04:39:33 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:635.00 total_reward_ma:676.08 loss:-6.73 fps:129.1 +frame:2.90e+05 wall_t:2247 t:18125 epi:nan +opt_step:54189 lr:0.0003 alpha:0.009115 +2026-02-13 04:40:49 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:630.00 total_reward_ma:674.54 loss:-6.359 fps:129.1 +frame:3.00e+05 wall_t:2323 t:18750 epi:nan +opt_step:56064 lr:0.0003 alpha:0.009839 +2026-02-13 04:42:05 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:639.00 total_reward_ma:673.40 loss:-6.209 fps:129.3 +frame:3.10e+05 wall_t:2398 t:19375 epi:nan +opt_step:57939 lr:0.0003 alpha:0.009876 +2026-02-13 04:43:21 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:643.00 total_reward_ma:672.45 loss:-5.934 fps:129.3 +frame:3.20e+05 wall_t:2475 t:20000 epi:nan +opt_step:59814 lr:0.0003 alpha:0.008932 +2026-02-13 04:44:38 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:643.00 total_reward_ma:671.55 loss:-5.746 fps:129.4 +frame:3.30e+05 wall_t:2551 t:20625 epi:nan +opt_step:61689 lr:0.0003 alpha:0.008209 +2026-02-13 04:45:54 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:629.00 total_reward_ma:670.30 loss:-5.557 fps:129.4 +frame:3.40e+05 wall_t:2627 t:21250 epi:nan +opt_step:63564 lr:0.0003 alpha:0.007575 +2026-02-13 04:47:10 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:613.00 total_reward_ma:668.67 loss:-5.144 fps:129.5 +frame:3.50e+05 wall_t:2703 t:21875 epi:nan +opt_step:65439 lr:0.0003 alpha:0.006738 +2026-02-13 04:48:26 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:590.00 total_reward_ma:666.48 loss:-4.948 fps:129.5 +frame:3.60e+05 wall_t:2779 t:22500 epi:nan +opt_step:67314 lr:0.0003 alpha:0.006738 +2026-02-13 04:49:42 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:592.00 total_reward_ma:664.47 loss:-4.767 fps:129.6 +frame:3.70e+05 wall_t:2855 t:23125 epi:nan +opt_step:69189 lr:0.0003 alpha:0.006738 +2026-02-13 04:50:58 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:582.00 total_reward_ma:662.30 loss:-4.422 fps:129.6 +frame:3.80e+05 wall_t:2932 t:23750 epi:nan +opt_step:71064 lr:0.0003 alpha:0.006738 +2026-02-13 04:52:14 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:588.00 total_reward_ma:660.39 loss:-4.342 fps:129.7 +frame:3.90e+05 wall_t:3008 t:24375 epi:nan +opt_step:72939 lr:0.0003 alpha:0.006738 +2026-02-13 04:53:31 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:589.00 total_reward_ma:658.61 loss:-4.075 fps:129.7 +frame:4.00e+05 wall_t:3085 t:25000 epi:nan +opt_step:74814 lr:0.0003 alpha:0.006738 +2026-02-13 04:54:46 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:580.00 total_reward_ma:656.69 loss:-3.84 fps:129.7 +frame:4.10e+05 wall_t:3160 t:25625 epi:nan +opt_step:76689 lr:0.0003 alpha:0.006738 +2026-02-13 04:56:02 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:567.00 total_reward_ma:654.55 loss:-3.805 fps:129.8 +frame:4.20e+05 wall_t:3236 t:26250 epi:nan +opt_step:78564 lr:0.0003 alpha:0.006738 +2026-02-13 04:57:18 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:564.00 total_reward_ma:652.45 loss:-3.663 fps:129.8 +frame:4.30e+05 wall_t:3312 t:26875 epi:nan +opt_step:80439 lr:0.0003 alpha:0.006738 +2026-02-13 04:58:34 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:581.00 total_reward_ma:650.82 loss:-3.508 fps:129.9 +frame:4.40e+05 wall_t:3387 t:27500 epi:nan +opt_step:82314 lr:0.0003 alpha:0.006738 +2026-02-13 04:59:48 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:619.00 total_reward_ma:650.12 loss:-3.423 fps:130 +frame:4.50e+05 wall_t:3462 t:28125 epi:nan +opt_step:84189 lr:0.0003 alpha:0.006776 +2026-02-13 05:01:04 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:651.00 total_reward_ma:650.14 loss:-3.266 fps:130 +frame:4.60e+05 wall_t:3538 t:28750 epi:nan +opt_step:86064 lr:0.0003 alpha:0.007106 +2026-02-13 05:02:20 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:676.00 total_reward_ma:650.69 loss:-3.212 fps:130.1 +frame:4.70e+05 wall_t:3613 t:29375 epi:nan +opt_step:87939 lr:0.0003 alpha:0.007727 +2026-02-13 05:03:36 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:679.00 total_reward_ma:651.28 loss:-3.088 fps:130.1 +frame:4.80e+05 wall_t:3690 t:30000 epi:nan +opt_step:89814 lr:0.0003 alpha:0.007887 +2026-02-13 05:04:52 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:730.00 total_reward_ma:652.88 loss:-3.018 fps:130.1 +frame:4.90e+05 wall_t:3765 t:30625 epi:nan +opt_step:91689 lr:0.0003 alpha:0.008395 +2026-02-13 05:06:08 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:774.00 total_reward_ma:655.31 loss:-3.072 fps:130.1 +frame:5.00e+05 wall_t:3842 t:31250 epi:nan +opt_step:93564 lr:0.0003 alpha:0.008971 +2026-02-13 05:07:24 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:813.00 total_reward_ma:658.40 loss:-3.062 fps:130.2 +frame:5.10e+05 wall_t:3918 t:31875 epi:nan +opt_step:95439 lr:0.0003 alpha:0.009254 +2026-02-13 05:08:41 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:859.00 total_reward_ma:662.26 loss:-3.143 fps:130.2 +frame:5.20e+05 wall_t:3994 t:32500 epi:nan +opt_step:97314 lr:0.0003 alpha:0.009654 +2026-02-13 05:09:59 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:891.00 total_reward_ma:666.57 loss:-3.12 fps:130.2 +frame:5.30e+05 wall_t:4072 t:33125 epi:nan +opt_step:99189 lr:0.0003 alpha:0.01038 +2026-02-13 05:11:16 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:908.00 total_reward_ma:671.04 loss:-3.141 fps:130.1 +frame:5.40e+05 wall_t:4150 t:33750 epi:nan +opt_step:101064 lr:0.0003 alpha:0.01113 +2026-02-13 05:12:33 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:1040.00 total_reward_ma:677.75 loss:-3.201 fps:130.1 +frame:5.50e+05 wall_t:4227 t:34375 epi:nan +opt_step:102939 lr:0.0003 alpha:0.01189 +2026-02-13 05:13:48 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:1071.00 total_reward_ma:684.77 loss:-3.345 fps:130.2 +frame:5.60e+05 wall_t:4302 t:35000 epi:nan +opt_step:104814 lr:0.0003 alpha:0.01222 +2026-02-13 05:15:05 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:1074.00 total_reward_ma:691.60 loss:-3.399 fps:130.2 +frame:5.70e+05 wall_t:4378 t:35625 epi:nan +opt_step:106689 lr:0.0003 alpha:0.01345 +2026-02-13 05:16:22 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:1151.00 total_reward_ma:699.52 loss:-3.405 fps:130.2 +frame:5.80e+05 wall_t:4456 t:36250 epi:nan +opt_step:108564 lr:0.0003 alpha:0.01377 +2026-02-13 05:17:38 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:1239.00 total_reward_ma:708.67 loss:-3.567 fps:130.2 +frame:5.90e+05 wall_t:4532 t:36875 epi:nan +opt_step:110439 lr:0.0003 alpha:0.01455 +2026-02-13 05:18:55 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:1352.00 total_reward_ma:719.39 loss:-3.578 fps:130.2 +frame:6.00e+05 wall_t:4609 t:37500 epi:nan +opt_step:112314 lr:0.0003 alpha:0.01496 +2026-02-13 05:20:11 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:1350.00 total_reward_ma:729.73 loss:-3.733 fps:130.2 +frame:6.10e+05 wall_t:4684 t:38125 epi:nan +opt_step:114189 lr:0.0003 alpha:0.01581 +2026-02-13 05:21:27 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:1412.00 total_reward_ma:740.73 loss:-3.869 fps:130.3 +frame:6.20e+05 wall_t:4760 t:38750 epi:nan +opt_step:116064 lr:0.0003 alpha:0.01692 +2026-02-13 05:22:44 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:1510.00 total_reward_ma:752.94 loss:-4.047 fps:130.2 +frame:6.30e+05 wall_t:4837 t:39375 epi:nan +opt_step:117939 lr:0.0003 alpha:0.01724 +2026-02-13 05:24:01 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:1606.00 total_reward_ma:766.27 loss:-4.256 fps:130.2 +frame:6.40e+05 wall_t:4914 t:40000 epi:nan +opt_step:119814 lr:0.0003 alpha:0.01814 +2026-02-13 05:25:18 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:1670.00 total_reward_ma:780.17 loss:-4.301 fps:130.2 +frame:6.50e+05 wall_t:4992 t:40625 epi:nan +opt_step:121689 lr:0.0003 alpha:0.01855 +2026-02-13 05:26:34 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:1686.00 total_reward_ma:793.90 loss:-4.588 fps:130.2 +frame:6.60e+05 wall_t:5068 t:41250 epi:nan +opt_step:123564 lr:0.0003 alpha:0.01916 +2026-02-13 05:27:51 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:1820.00 total_reward_ma:809.21 loss:-4.636 fps:130.2 +frame:6.70e+05 wall_t:5145 t:41875 epi:nan +opt_step:125439 lr:0.0003 alpha:0.02003 +2026-02-13 05:29:08 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:1812.00 total_reward_ma:823.96 loss:-4.867 fps:130.2 +frame:6.80e+05 wall_t:5221 t:42500 epi:nan +opt_step:127314 lr:0.0003 alpha:0.02083 +2026-02-13 05:30:24 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:1814.00 total_reward_ma:838.31 loss:-5 fps:130.3 +frame:6.90e+05 wall_t:5297 t:43125 epi:nan +opt_step:129189 lr:0.0003 alpha:0.02166 +2026-02-13 05:31:40 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:1839.00 total_reward_ma:852.60 loss:-5.126 fps:130.3 +frame:7.00e+05 wall_t:5374 t:43750 epi:nan +opt_step:131064 lr:0.0003 alpha:0.02235 +2026-02-13 05:32:56 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:1909.00 total_reward_ma:867.48 loss:-5.318 fps:130.3 +frame:7.10e+05 wall_t:5450 t:44375 epi:nan +opt_step:132939 lr:0.0003 alpha:0.02318 +2026-02-13 05:34:12 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:1949.00 total_reward_ma:882.50 loss:-5.354 fps:130.3 +frame:7.20e+05 wall_t:5526 t:45000 epi:nan +opt_step:134814 lr:0.0003 alpha:0.02411 +2026-02-13 05:35:28 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:2013.00 total_reward_ma:897.99 loss:-5.87 fps:130.3 +frame:7.30e+05 wall_t:5602 t:45625 epi:nan +opt_step:136689 lr:0.0003 alpha:0.0242 +2026-02-13 05:36:44 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:1946.00 total_reward_ma:912.15 loss:-5.94 fps:130.3 +frame:7.40e+05 wall_t:5678 t:46250 epi:nan +opt_step:138564 lr:0.0003 alpha:0.0244 +2026-02-13 05:38:00 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:1909.00 total_reward_ma:925.44 loss:-5.931 fps:130.3 +frame:7.50e+05 wall_t:5754 t:46875 epi:nan +opt_step:140439 lr:0.0003 alpha:0.02534 +2026-02-13 05:39:17 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:1953.00 total_reward_ma:938.96 loss:-6.16 fps:130.4 +frame:7.60e+05 wall_t:5830 t:47500 epi:nan +opt_step:142314 lr:0.0003 alpha:0.02553 +2026-02-13 05:40:33 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:2013.00 total_reward_ma:952.91 loss:-6.307 fps:130.4 +frame:7.70e+05 wall_t:5906 t:48125 epi:nan +opt_step:144189 lr:0.0003 alpha:0.02527 +2026-02-13 05:41:49 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:2045.00 total_reward_ma:966.91 loss:-6.559 fps:130.4 +frame:7.80e+05 wall_t:5983 t:48750 epi:nan +opt_step:146064 lr:0.0003 alpha:0.0256 +2026-02-13 05:43:05 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:2064.00 total_reward_ma:980.80 loss:-6.767 fps:130.4 +frame:7.90e+05 wall_t:6059 t:49375 epi:nan +opt_step:147939 lr:0.0003 alpha:0.02573 +2026-02-13 05:44:21 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:2106.00 total_reward_ma:994.87 loss:-6.689 fps:130.4 +frame:8.00e+05 wall_t:6135 t:50000 epi:nan +opt_step:149814 lr:0.0003 alpha:0.02573 +2026-02-13 05:45:37 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:2160.00 total_reward_ma:1009.25 loss:-6.864 fps:130.4 +frame:8.10e+05 wall_t:6211 t:50625 epi:nan +opt_step:151689 lr:0.0003 alpha:0.02632 +2026-02-13 05:46:53 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:2184.00 total_reward_ma:1023.58 loss:-7.146 fps:130.4 +frame:8.20e+05 wall_t:6286 t:51250 epi:nan +opt_step:153564 lr:0.0003 alpha:0.02543 +2026-02-13 05:48:08 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:2208.00 total_reward_ma:1037.85 loss:-6.911 fps:130.5 +frame:8.30e+05 wall_t:6362 t:51875 epi:nan +opt_step:155439 lr:0.0003 alpha:0.02552 +2026-02-13 05:49:25 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:2135.00 total_reward_ma:1050.91 loss:-7.38 fps:130.5 +frame:8.40e+05 wall_t:6438 t:52500 epi:nan +opt_step:157314 lr:0.0003 alpha:0.02548 +2026-02-13 05:50:41 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:2152.00 total_reward_ma:1063.86 loss:-7.195 fps:130.5 +frame:8.50e+05 wall_t:6514 t:53125 epi:nan +opt_step:159189 lr:0.0003 alpha:0.02585 +2026-02-13 05:51:57 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:2227.00 total_reward_ma:1077.39 loss:-7.328 fps:130.5 +frame:8.60e+05 wall_t:6590 t:53750 epi:nan +opt_step:161064 lr:0.0003 alpha:0.02546 +2026-02-13 05:53:13 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:2218.00 total_reward_ma:1090.50 loss:-7.435 fps:130.5 +frame:8.70e+05 wall_t:6667 t:54375 epi:nan +opt_step:162939 lr:0.0003 alpha:0.02592 +2026-02-13 05:54:29 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:2242.00 total_reward_ma:1103.58 loss:-7.435 fps:130.5 +frame:8.80e+05 wall_t:6743 t:55000 epi:nan +opt_step:164814 lr:0.0003 alpha:0.02595 +2026-02-13 05:55:46 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:2211.00 total_reward_ma:1116.03 loss:-7.632 fps:130.5 +frame:8.90e+05 wall_t:6819 t:55625 epi:nan +opt_step:166689 lr:0.0003 alpha:0.02546 +2026-02-13 05:57:00 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:2205.00 total_reward_ma:1128.13 loss:-7.662 fps:130.5 +frame:9.00e+05 wall_t:6894 t:56250 epi:nan +opt_step:168564 lr:0.0003 alpha:0.02546 +2026-02-13 05:58:17 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:2195.00 total_reward_ma:1139.85 loss:-7.748 fps:130.6 +frame:9.10e+05 wall_t:6970 t:56875 epi:nan +opt_step:170439 lr:0.0003 alpha:0.02532 +2026-02-13 05:59:34 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:2191.00 total_reward_ma:1151.27 loss:-7.752 fps:130.6 +frame:9.20e+05 wall_t:7047 t:57500 epi:nan +opt_step:172314 lr:0.0003 alpha:0.02529 +2026-02-13 06:00:51 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:2211.00 total_reward_ma:1162.67 loss:-7.715 fps:130.5 +frame:9.30e+05 wall_t:7125 t:58125 epi:nan +opt_step:174189 lr:0.0003 alpha:0.02492 +2026-02-13 06:02:07 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:2181.00 total_reward_ma:1173.50 loss:-7.697 fps:130.6 +frame:9.40e+05 wall_t:7200 t:58750 epi:nan +opt_step:176064 lr:0.0003 alpha:0.02438 +2026-02-13 06:03:23 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:2234.00 total_reward_ma:1184.67 loss:-7.707 fps:130.5 +frame:9.50e+05 wall_t:7277 t:59375 epi:nan +opt_step:177939 lr:0.0003 alpha:0.02472 +2026-02-13 06:04:39 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:2245.00 total_reward_ma:1195.71 loss:-7.735 fps:130.6 +frame:9.60e+05 wall_t:7352 t:60000 epi:nan +opt_step:179814 lr:0.0003 alpha:0.02403 +2026-02-13 06:05:55 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:2255.00 total_reward_ma:1206.63 loss:-7.899 fps:130.6 +frame:9.70e+05 wall_t:7429 t:60625 epi:nan +opt_step:181689 lr:0.0003 alpha:0.02448 +2026-02-13 06:07:11 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:2299.00 total_reward_ma:1217.78 loss:-7.7 fps:130.6 +frame:9.80e+05 wall_t:7504 t:61250 epi:nan +opt_step:183564 lr:0.0003 alpha:0.02374 +2026-02-13 06:08:27 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:2394.00 total_reward_ma:1229.66 loss:-7.877 fps:130.6 +frame:9.90e+05 wall_t:7580 t:61875 epi:nan +opt_step:185439 lr:0.0003 alpha:0.02407 +2026-02-13 06:09:43 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:2425.00 total_reward_ma:1241.61 loss:-7.731 fps:130.6 +frame:1.00e+06 wall_t:7656 t:62500 epi:nan +opt_step:187314 lr:0.0003 alpha:0.02359 +2026-02-13 06:10:58 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:2541.00 total_reward_ma:1265.96 loss:-7.949 fps:130.6 +frame:1.01e+06 wall_t:7732 t:63125 epi:nan +opt_step:189189 lr:0.0003 alpha:0.02354 +2026-02-13 06:12:14 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:2542.00 total_reward_ma:1285.74 loss:-7.812 fps:130.7 +frame:1.02e+06 wall_t:7807 t:63750 epi:nan +opt_step:191064 lr:0.0003 alpha:0.02349 +2026-02-13 06:13:30 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:2520.00 total_reward_ma:1304.38 loss:-7.561 fps:130.7 +frame:1.03e+06 wall_t:7883 t:64375 epi:nan +opt_step:192939 lr:0.0003 alpha:0.02311 +2026-02-13 06:14:45 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:2508.00 total_reward_ma:1321.88 loss:-7.49 fps:130.7 +frame:1.04e+06 wall_t:7959 t:65000 epi:nan +opt_step:194814 lr:0.0003 alpha:0.02304 +2026-02-13 06:16:01 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:2626.00 total_reward_ma:1340.71 loss:-7.717 fps:130.7 +frame:1.05e+06 wall_t:8035 t:65625 epi:nan +opt_step:196689 lr:0.0003 alpha:0.02305 +2026-02-13 06:17:18 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:2735.00 total_reward_ma:1360.70 loss:-7.665 fps:130.7 +frame:1.06e+06 wall_t:8111 t:66250 epi:nan +opt_step:198564 lr:0.0003 alpha:0.02325 +2026-02-13 06:18:33 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:2767.00 total_reward_ma:1381.01 loss:-7.665 fps:130.7 +frame:1.07e+06 wall_t:8187 t:66875 epi:nan +opt_step:200439 lr:0.0003 alpha:0.02315 +2026-02-13 06:19:49 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:2864.00 total_reward_ma:1402.32 loss:-7.649 fps:130.7 +frame:1.08e+06 wall_t:8263 t:67500 epi:nan +opt_step:202314 lr:0.0003 alpha:0.02255 +2026-02-13 06:21:05 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:2819.00 total_reward_ma:1423.06 loss:-7.498 fps:130.7 +frame:1.09e+06 wall_t:8339 t:68125 epi:nan +opt_step:204189 lr:0.0003 alpha:0.02273 +2026-02-13 06:22:21 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:2800.00 total_reward_ma:1443.58 loss:-7.73 fps:130.7 +frame:1.10e+06 wall_t:8415 t:68750 epi:nan +opt_step:206064 lr:0.0003 alpha:0.02335 +2026-02-13 06:23:38 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:2854.00 total_reward_ma:1464.78 loss:-7.461 fps:130.7 +frame:1.11e+06 wall_t:8491 t:69375 epi:nan +opt_step:207939 lr:0.0003 alpha:0.02338 +2026-02-13 06:24:53 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:2853.00 total_reward_ma:1485.99 loss:-7.611 fps:130.7 +frame:1.12e+06 wall_t:8567 t:70000 epi:nan +opt_step:209814 lr:0.0003 alpha:0.02345 +2026-02-13 06:26:10 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:2912.00 total_reward_ma:1507.74 loss:-7.826 fps:130.7 +frame:1.13e+06 wall_t:8643 t:70625 epi:nan +opt_step:211689 lr:0.0003 alpha:0.02341 +2026-02-13 06:27:26 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:2923.00 total_reward_ma:1529.67 loss:-7.462 fps:130.7 +frame:1.14e+06 wall_t:8719 t:71250 epi:nan +opt_step:213564 lr:0.0003 alpha:0.02359 +2026-02-13 06:28:42 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:2928.00 total_reward_ma:1551.89 loss:-7.694 fps:130.8 +frame:1.15e+06 wall_t:8795 t:71875 epi:nan +opt_step:215439 lr:0.0003 alpha:0.02372 +2026-02-13 06:29:58 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:2900.00 total_reward_ma:1573.81 loss:-7.924 fps:130.7 +frame:1.16e+06 wall_t:8872 t:72500 epi:nan +opt_step:217314 lr:0.0003 alpha:0.0233 +2026-02-13 06:31:15 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:2958.00 total_reward_ma:1596.39 loss:-7.764 fps:130.8 +frame:1.17e+06 wall_t:8948 t:73125 epi:nan +opt_step:219189 lr:0.0003 alpha:0.02354 +2026-02-13 06:32:31 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:2963.00 total_reward_ma:1618.96 loss:-7.707 fps:130.8 +frame:1.18e+06 wall_t:9024 t:73750 epi:nan +opt_step:221064 lr:0.0003 alpha:0.02375 +2026-02-13 06:33:47 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:3000.00 total_reward_ma:1641.93 loss:-7.816 fps:130.8 +frame:1.19e+06 wall_t:9101 t:74375 epi:nan +opt_step:222939 lr:0.0003 alpha:0.0235 +2026-02-13 06:35:04 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:3056.00 total_reward_ma:1665.68 loss:-7.825 fps:130.8 +frame:1.20e+06 wall_t:9177 t:75000 epi:nan +opt_step:224814 lr:0.0003 alpha:0.02361 +2026-02-13 06:36:20 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:3100.00 total_reward_ma:1689.98 loss:-7.806 fps:130.8 +frame:1.21e+06 wall_t:9254 t:75625 epi:nan +opt_step:226689 lr:0.0003 alpha:0.02367 +2026-02-13 06:37:36 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:3190.00 total_reward_ma:1714.94 loss:-7.945 fps:130.8 +frame:1.22e+06 wall_t:9330 t:76250 epi:nan +opt_step:228564 lr:0.0003 alpha:0.02399 +2026-02-13 06:38:54 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:3248.00 total_reward_ma:1740.67 loss:-7.734 fps:130.8 +frame:1.23e+06 wall_t:9407 t:76875 epi:nan +opt_step:230439 lr:0.0003 alpha:0.02379 +2026-02-13 06:40:09 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:3324.00 total_reward_ma:1767.18 loss:-7.907 fps:130.8 +frame:1.24e+06 wall_t:9483 t:77500 epi:nan +opt_step:232314 lr:0.0003 alpha:0.0237 +2026-02-13 06:41:25 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:3478.00 total_reward_ma:1795.22 loss:-7.969 fps:130.8 +frame:1.25e+06 wall_t:9559 t:78125 epi:nan +opt_step:234189 lr:0.0003 alpha:0.02412 +2026-02-13 06:42:42 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:3452.00 total_reward_ma:1823.19 loss:-8.097 fps:130.8 +frame:1.26e+06 wall_t:9635 t:78750 epi:nan +opt_step:236064 lr:0.0003 alpha:0.02398 +2026-02-13 06:43:58 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:3443.00 total_reward_ma:1851.30 loss:-7.944 fps:130.8 +frame:1.27e+06 wall_t:9711 t:79375 epi:nan +opt_step:237939 lr:0.0003 alpha:0.0237 +2026-02-13 06:45:14 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:3515.00 total_reward_ma:1880.09 loss:-7.976 fps:130.8 +frame:1.28e+06 wall_t:9787 t:80000 epi:nan +opt_step:239814 lr:0.0003 alpha:0.02411 +2026-02-13 06:46:30 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:3537.00 total_reward_ma:1909.11 loss:-8.105 fps:130.8 +frame:1.29e+06 wall_t:9864 t:80625 epi:nan +opt_step:241689 lr:0.0003 alpha:0.02402 +2026-02-13 06:47:46 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:3428.00 total_reward_ma:1937.09 loss:-8.247 fps:130.8 +frame:1.30e+06 wall_t:9940 t:81250 epi:nan +opt_step:243564 lr:0.0003 alpha:0.02372 +2026-02-13 06:49:03 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:3365.00 total_reward_ma:1964.35 loss:-8.109 fps:130.8 +frame:1.31e+06 wall_t:10017 t:81875 epi:nan +opt_step:245439 lr:0.0003 alpha:0.02419 +2026-02-13 06:50:20 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:3393.00 total_reward_ma:1991.85 loss:-8.076 fps:130.8 +frame:1.32e+06 wall_t:10093 t:82500 epi:nan +opt_step:247314 lr:0.0003 alpha:0.02386 +2026-02-13 06:51:36 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:3395.00 total_reward_ma:2019.37 loss:-8.068 fps:130.8 +frame:1.33e+06 wall_t:10170 t:83125 epi:nan +opt_step:249189 lr:0.0003 alpha:0.02403 +2026-02-13 06:52:52 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:3313.00 total_reward_ma:2046.21 loss:-8.023 fps:130.8 +frame:1.34e+06 wall_t:10246 t:83750 epi:nan +opt_step:251064 lr:0.0003 alpha:0.0237 +2026-02-13 06:54:08 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:3329.00 total_reward_ma:2073.37 loss:-8.163 fps:130.8 +frame:1.35e+06 wall_t:10322 t:84375 epi:nan +opt_step:252939 lr:0.0003 alpha:0.02378 +2026-02-13 06:55:25 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:3360.00 total_reward_ma:2101.07 loss:-8.151 fps:130.8 +frame:1.36e+06 wall_t:10399 t:85000 epi:nan +opt_step:254814 lr:0.0003 alpha:0.02371 +2026-02-13 06:56:41 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:3353.00 total_reward_ma:2128.68 loss:-7.918 fps:130.8 +frame:1.37e+06 wall_t:10475 t:85625 epi:nan +opt_step:256689 lr:0.0003 alpha:0.02406 +2026-02-13 06:57:57 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:3481.00 total_reward_ma:2157.67 loss:-8.172 fps:130.8 +frame:1.38e+06 wall_t:10551 t:86250 epi:nan +opt_step:258564 lr:0.0003 alpha:0.02383 +2026-02-13 06:59:15 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:3471.00 total_reward_ma:2186.50 loss:-8.354 fps:130.8 +frame:1.39e+06 wall_t:10629 t:86875 epi:nan +opt_step:260439 lr:0.0003 alpha:0.02394 +2026-02-13 07:00:31 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:3501.00 total_reward_ma:2215.62 loss:-8.412 fps:130.8 +frame:1.40e+06 wall_t:10705 t:87500 epi:nan +opt_step:262314 lr:0.0003 alpha:0.0244 +2026-02-13 07:01:48 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:3601.00 total_reward_ma:2245.83 loss:-8.314 fps:130.8 +frame:1.41e+06 wall_t:10781 t:88125 epi:nan +opt_step:264189 lr:0.0003 alpha:0.02434 +2026-02-13 07:03:04 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:3681.00 total_reward_ma:2276.97 loss:-8.192 fps:130.8 +frame:1.42e+06 wall_t:10857 t:88750 epi:nan +opt_step:266064 lr:0.0003 alpha:0.02409 +2026-02-13 07:04:19 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:3648.00 total_reward_ma:2307.81 loss:-8.171 fps:130.8 +frame:1.43e+06 wall_t:10933 t:89375 epi:nan +opt_step:267939 lr:0.0003 alpha:0.02401 +2026-02-13 07:05:35 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:3688.00 total_reward_ma:2338.88 loss:-8.422 fps:130.8 +frame:1.44e+06 wall_t:11009 t:90000 epi:nan +opt_step:269814 lr:0.0003 alpha:0.02439 +2026-02-13 07:06:51 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:3758.00 total_reward_ma:2370.27 loss:-8.399 fps:130.8 +frame:1.45e+06 wall_t:11085 t:90625 epi:nan +opt_step:271689 lr:0.0003 alpha:0.02432 +2026-02-13 07:08:08 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:3850.00 total_reward_ma:2402.26 loss:-8.317 fps:130.8 +frame:1.46e+06 wall_t:11161 t:91250 epi:nan +opt_step:273564 lr:0.0003 alpha:0.02451 +2026-02-13 07:09:24 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:3805.00 total_reward_ma:2433.55 loss:-8.433 fps:130.8 +frame:1.47e+06 wall_t:11237 t:91875 epi:nan +opt_step:275439 lr:0.0003 alpha:0.02421 +2026-02-13 07:10:39 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:3873.00 total_reward_ma:2465.49 loss:-8.464 fps:130.8 +frame:1.48e+06 wall_t:11313 t:92500 epi:nan +opt_step:277314 lr:0.0003 alpha:0.02439 +2026-02-13 07:11:55 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:3926.00 total_reward_ma:2497.45 loss:-8.308 fps:130.8 +frame:1.49e+06 wall_t:11389 t:93125 epi:nan +opt_step:279189 lr:0.0003 alpha:0.02474 +2026-02-13 07:13:13 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:4033.00 total_reward_ma:2530.04 loss:-8.586 fps:130.8 +frame:1.50e+06 wall_t:11466 t:93750 epi:nan +opt_step:281064 lr:0.0003 alpha:0.02492 +2026-02-13 07:14:29 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:4108.00 total_reward_ma:2562.99 loss:-8.345 fps:130.8 +frame:1.51e+06 wall_t:11543 t:94375 epi:nan +opt_step:282939 lr:0.0003 alpha:0.02521 +2026-02-13 07:15:45 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:4064.00 total_reward_ma:2595.04 loss:-8.314 fps:130.8 +frame:1.52e+06 wall_t:11619 t:95000 epi:nan +opt_step:284814 lr:0.0003 alpha:0.02504 +2026-02-13 07:17:02 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:4112.00 total_reward_ma:2627.25 loss:-8.421 fps:130.8 +frame:1.53e+06 wall_t:11696 t:95625 epi:nan +opt_step:286689 lr:0.0003 alpha:0.02513 +2026-02-13 07:18:19 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:4177.00 total_reward_ma:2659.94 loss:-8.605 fps:130.8 +frame:1.54e+06 wall_t:11773 t:96250 epi:nan +opt_step:288564 lr:0.0003 alpha:0.02519 +2026-02-13 07:19:36 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:4261.00 total_reward_ma:2692.15 loss:-8.715 fps:130.8 +frame:1.55e+06 wall_t:11850 t:96875 epi:nan +opt_step:290439 lr:0.0003 alpha:0.02533 +2026-02-13 07:20:53 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:4291.00 total_reward_ma:2724.35 loss:-8.714 fps:130.8 +frame:1.56e+06 wall_t:11926 t:97500 epi:nan +opt_step:292314 lr:0.0003 alpha:0.02505 +2026-02-13 07:22:09 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:4320.00 total_reward_ma:2756.81 loss:-8.536 fps:130.8 +frame:1.57e+06 wall_t:12003 t:98125 epi:nan +opt_step:294189 lr:0.0003 alpha:0.02505 +2026-02-13 07:23:26 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:4224.00 total_reward_ma:2787.54 loss:-8.6 fps:130.8 +frame:1.58e+06 wall_t:12079 t:98750 epi:nan +opt_step:296064 lr:0.0003 alpha:0.02554 +2026-02-13 07:24:42 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:4271.00 total_reward_ma:2817.86 loss:-8.734 fps:130.8 +frame:1.59e+06 wall_t:12155 t:99375 epi:nan +opt_step:297939 lr:0.0003 alpha:0.02572 +2026-02-13 07:25:57 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:4398.00 total_reward_ma:2848.32 loss:-8.598 fps:130.8 +frame:1.60e+06 wall_t:12231 t:100000 epi:nan +opt_step:299814 lr:0.0003 alpha:0.02533 +2026-02-13 07:27:14 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:4372.00 total_reward_ma:2878.54 loss:-8.621 fps:130.8 +frame:1.61e+06 wall_t:12308 t:100625 epi:nan +opt_step:301689 lr:0.0003 alpha:0.02566 +2026-02-13 07:28:31 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:4368.00 total_reward_ma:2908.10 loss:-8.996 fps:130.8 +frame:1.62e+06 wall_t:12385 t:101250 epi:nan +opt_step:303564 lr:0.0003 alpha:0.02567 +2026-02-13 07:29:48 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:4469.00 total_reward_ma:2937.69 loss:-8.943 fps:130.8 +frame:1.63e+06 wall_t:12461 t:101875 epi:nan +opt_step:305439 lr:0.0003 alpha:0.0259 +2026-02-13 07:31:06 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:4605.00 total_reward_ma:2967.68 loss:-8.834 fps:130.8 +frame:1.64e+06 wall_t:12540 t:102500 epi:nan +opt_step:307314 lr:0.0003 alpha:0.0262 +2026-02-13 07:32:23 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:4709.00 total_reward_ma:2998.07 loss:-8.976 fps:130.8 +frame:1.65e+06 wall_t:12617 t:103125 epi:nan +opt_step:309189 lr:0.0003 alpha:0.02588 +2026-02-13 07:33:41 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:4644.00 total_reward_ma:3027.65 loss:-9.092 fps:130.8 +frame:1.66e+06 wall_t:12694 t:103750 epi:nan +opt_step:311064 lr:0.0003 alpha:0.02609 +2026-02-13 07:34:57 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:4723.00 total_reward_ma:3056.68 loss:-8.837 fps:130.8 +frame:1.67e+06 wall_t:12771 t:104375 epi:nan +opt_step:312939 lr:0.0003 alpha:0.02622 +2026-02-13 07:36:13 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:4696.00 total_reward_ma:3085.52 loss:-8.99 fps:130.8 +frame:1.68e+06 wall_t:12847 t:105000 epi:nan +opt_step:314814 lr:0.0003 alpha:0.02609 +2026-02-13 07:37:29 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:4932.00 total_reward_ma:3116.70 loss:-8.667 fps:130.8 +frame:1.69e+06 wall_t:12923 t:105625 epi:nan +opt_step:316689 lr:0.0003 alpha:0.02612 +2026-02-13 07:38:45 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:4877.00 total_reward_ma:3147.08 loss:-9.221 fps:130.8 +frame:1.70e+06 wall_t:12999 t:106250 epi:nan +opt_step:318564 lr:0.0003 alpha:0.0257 +2026-02-13 07:40:01 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:4921.00 total_reward_ma:3177.20 loss:-8.984 fps:130.8 +frame:1.71e+06 wall_t:13075 t:106875 epi:nan +opt_step:320439 lr:0.0003 alpha:0.02664 +2026-02-13 07:41:17 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:4888.00 total_reward_ma:3206.59 loss:-9.216 fps:130.8 +frame:1.72e+06 wall_t:13151 t:107500 epi:nan +opt_step:322314 lr:0.0003 alpha:0.02635 +2026-02-13 07:42:33 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:4916.00 total_reward_ma:3235.62 loss:-9.241 fps:130.8 +frame:1.73e+06 wall_t:13227 t:108125 epi:nan +opt_step:324189 lr:0.0003 alpha:0.02653 +2026-02-13 07:43:49 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:4988.00 total_reward_ma:3266.04 loss:-9.05 fps:130.8 +frame:1.74e+06 wall_t:13303 t:108750 epi:nan +opt_step:326064 lr:0.0003 alpha:0.02671 +2026-02-13 07:45:05 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:5004.00 total_reward_ma:3296.99 loss:-9.243 fps:130.8 +frame:1.75e+06 wall_t:13379 t:109375 epi:nan +opt_step:327939 lr:0.0003 alpha:0.02683 +2026-02-13 07:46:20 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:4913.00 total_reward_ma:3326.59 loss:-9.277 fps:130.8 +frame:1.76e+06 wall_t:13454 t:110000 epi:nan +opt_step:329814 lr:0.0003 alpha:0.0265 +2026-02-13 07:47:36 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:4973.00 total_reward_ma:3356.19 loss:-9.256 fps:130.8 +frame:1.77e+06 wall_t:13530 t:110625 epi:nan +opt_step:331689 lr:0.0003 alpha:0.02652 +2026-02-13 07:48:52 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:5044.00 total_reward_ma:3386.18 loss:-9.188 fps:130.8 +frame:1.78e+06 wall_t:13606 t:111250 epi:nan +opt_step:333564 lr:0.0003 alpha:0.02662 +2026-02-13 07:50:09 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:4981.00 total_reward_ma:3415.35 loss:-9.203 fps:130.8 +frame:1.79e+06 wall_t:13682 t:111875 epi:nan +opt_step:335439 lr:0.0003 alpha:0.02718 +2026-02-13 07:51:24 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:4990.00 total_reward_ma:3444.19 loss:-9.405 fps:130.8 +frame:1.80e+06 wall_t:13758 t:112500 epi:nan +opt_step:337314 lr:0.0003 alpha:0.02701 +2026-02-13 07:52:41 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:5088.00 total_reward_ma:3473.47 loss:-9.387 fps:130.8 +frame:1.81e+06 wall_t:13834 t:113125 epi:nan +opt_step:339189 lr:0.0003 alpha:0.02724 +2026-02-13 07:53:56 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:5146.00 total_reward_ma:3503.09 loss:-9.449 fps:130.8 +frame:1.82e+06 wall_t:13910 t:113750 epi:nan +opt_step:341064 lr:0.0003 alpha:0.0276 +2026-02-13 07:55:12 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:5162.00 total_reward_ma:3532.63 loss:-9.679 fps:130.8 +frame:1.83e+06 wall_t:13986 t:114375 epi:nan +opt_step:342939 lr:0.0003 alpha:0.02782 +2026-02-13 07:56:29 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:5154.00 total_reward_ma:3562.82 loss:-9.617 fps:130.8 +frame:1.84e+06 wall_t:14063 t:115000 epi:nan +opt_step:344814 lr:0.0003 alpha:0.02787 +2026-02-13 07:57:44 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:5079.00 total_reward_ma:3592.09 loss:-9.589 fps:130.9 +frame:1.85e+06 wall_t:14138 t:115625 epi:nan +opt_step:346689 lr:0.0003 alpha:0.02764 +2026-02-13 07:59:01 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:5250.00 total_reward_ma:3622.32 loss:-9.789 fps:130.9 +frame:1.86e+06 wall_t:14214 t:116250 epi:nan +opt_step:348564 lr:0.0003 alpha:0.02805 +2026-02-13 08:00:17 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:5192.00 total_reward_ma:3652.06 loss:-9.71 fps:130.9 +frame:1.87e+06 wall_t:14290 t:116875 epi:nan +opt_step:350439 lr:0.0003 alpha:0.02824 +2026-02-13 08:01:32 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:5247.00 total_reward_ma:3682.11 loss:-9.688 fps:130.9 +frame:1.88e+06 wall_t:14366 t:117500 epi:nan +opt_step:352314 lr:0.0003 alpha:0.02765 +2026-02-13 08:02:48 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:5263.00 total_reward_ma:3712.63 loss:-9.944 fps:130.9 +frame:1.89e+06 wall_t:14442 t:118125 epi:nan +opt_step:354189 lr:0.0003 alpha:0.02788 +2026-02-13 08:04:05 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:5139.00 total_reward_ma:3741.97 loss:-9.512 fps:130.9 +frame:1.90e+06 wall_t:14518 t:118750 epi:nan +opt_step:356064 lr:0.0003 alpha:0.02812 +2026-02-13 08:05:20 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:5321.00 total_reward_ma:3773.23 loss:-9.741 fps:130.9 +frame:1.91e+06 wall_t:14594 t:119375 epi:nan +opt_step:357939 lr:0.0003 alpha:0.0281 +2026-02-13 08:06:37 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:5337.00 total_reward_ma:3804.69 loss:-9.759 fps:130.9 +frame:1.92e+06 wall_t:14670 t:120000 epi:nan +opt_step:359814 lr:0.0003 alpha:0.02838 +2026-02-13 08:07:52 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:5293.00 total_reward_ma:3835.51 loss:-9.727 fps:130.9 +frame:1.93e+06 wall_t:14746 t:120625 epi:nan +opt_step:361689 lr:0.0003 alpha:0.02839 +2026-02-13 08:09:08 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:5256.00 total_reward_ma:3866.26 loss:-9.787 fps:130.9 +frame:1.94e+06 wall_t:14822 t:121250 epi:nan +opt_step:363564 lr:0.0003 alpha:0.02851 +2026-02-13 08:10:24 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:5310.00 total_reward_ma:3897.02 loss:-9.944 fps:130.9 +frame:1.95e+06 wall_t:14898 t:121875 epi:nan +opt_step:365439 lr:0.0003 alpha:0.02837 +2026-02-13 08:11:40 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:5561.00 total_reward_ma:3930.18 loss:-9.814 fps:130.9 +frame:1.96e+06 wall_t:14973 t:122500 epi:nan +opt_step:367314 lr:0.0003 alpha:0.02828 +2026-02-13 08:12:56 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:5646.00 total_reward_ma:3964.09 loss:-10.07 fps:130.9 +frame:1.97e+06 wall_t:15049 t:123125 epi:nan +opt_step:369189 lr:0.0003 alpha:0.02842 +2026-02-13 08:14:11 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:5683.00 total_reward_ma:3997.93 loss:-10.07 fps:130.9 +frame:1.98e+06 wall_t:15125 t:123750 epi:nan +opt_step:371064 lr:0.0003 alpha:0.02873 +2026-02-13 08:15:22 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:5710.00 total_reward_ma:4031.09 loss:-9.918 fps:131 +frame:1.99e+06 wall_t:15196 t:124375 epi:nan +opt_step:372939 lr:0.0003 alpha:0.02848 +2026-02-13 08:16:13 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_stargunner_t0_s0 [train] +total_reward:5792.00 total_reward_ma:4064.76 loss:-10.1 fps:131.2 +frame:2.00e+06 wall_t:15247 t:125000 epi:nan +opt_step:374814 lr:0.0003 alpha:0.02849 +2026-02-13 08:16:14 | INFO | PID:1418 | slm_lab.lib.logger:info | Session 0 done diff --git a/data/sac_atari_stargunner_2026_02_13_040158/log/sac_atari_stargunner_t0_s1.log b/data/sac_atari_stargunner_2026_02_13_040158/log/sac_atari_stargunner_t0_s1.log new file mode 100644 index 0000000000000000000000000000000000000000..bcf688a8e77e3688007c26acbf0031da30ec84c2 --- /dev/null +++ b/data/sac_atari_stargunner_2026_02_13_040158/log/sac_atari_stargunner_t0_s1.log @@ -0,0 +1,802 @@ +2026-02-13 04:02:04 | INFO | PID:1419 | slm_lab.env:_make_vector_env | AtariVectorEnv: 16 envs, native preprocessing +2026-02-13 04:03:56 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:135.48 total_reward_ma:135.48 loss:-17.33 fps:91.74 +frame:1.00e+04 wall_t:109 t:625 epi:nan +opt_step:1689 lr:0.0003 alpha:0.6313 +2026-02-13 04:05:11 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:600.00 total_reward_ma:367.74 loss:-27.81 fps:108.1 +frame:2.00e+04 wall_t:185 t:1250 epi:nan +opt_step:3564 lr:0.0003 alpha:0.4038 +2026-02-13 04:06:27 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:727.78 total_reward_ma:487.75 loss:-32.34 fps:114.9 +frame:3.00e+04 wall_t:261 t:1875 epi:nan +opt_step:5439 lr:0.0003 alpha:0.2645 +2026-02-13 04:07:44 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:732.00 total_reward_ma:548.82 loss:-35.11 fps:118.3 +frame:4.00e+04 wall_t:338 t:2500 epi:nan +opt_step:7314 lr:0.0003 alpha:0.1748 +2026-02-13 04:09:01 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:725.00 total_reward_ma:584.05 loss:-34.84 fps:120.5 +frame:5.00e+04 wall_t:415 t:3125 epi:nan +opt_step:9189 lr:0.0003 alpha:0.116 +2026-02-13 04:10:17 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:717.78 total_reward_ma:606.34 loss:-34.34 fps:122.4 +frame:6.00e+04 wall_t:490 t:3750 epi:nan +opt_step:11064 lr:0.0003 alpha:0.07723 +2026-02-13 04:11:33 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:679.31 total_reward_ma:616.76 loss:-32.3 fps:123.7 +frame:7.00e+04 wall_t:566 t:4375 epi:nan +opt_step:12939 lr:0.0003 alpha:0.05163 +2026-02-13 04:12:49 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:667.16 total_reward_ma:623.06 loss:-30.77 fps:124.6 +frame:8.00e+04 wall_t:642 t:5000 epi:nan +opt_step:14814 lr:0.0003 alpha:0.03469 +2026-02-13 04:14:04 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:676.00 total_reward_ma:628.95 loss:-27.68 fps:125.3 +frame:9.00e+04 wall_t:718 t:5625 epi:nan +opt_step:16689 lr:0.0003 alpha:0.0235 +2026-02-13 04:15:20 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:689.02 total_reward_ma:634.95 loss:-26.76 fps:125.9 +frame:1.00e+05 wall_t:794 t:6250 epi:nan +opt_step:18564 lr:0.0003 alpha:0.01613 +2026-02-13 04:16:36 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:668.82 total_reward_ma:638.03 loss:-24.59 fps:126.6 +frame:1.10e+05 wall_t:869 t:6875 epi:nan +opt_step:20439 lr:0.0003 alpha:0.01131 +2026-02-13 04:17:52 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:684.00 total_reward_ma:641.86 loss:-23.06 fps:127 +frame:1.20e+05 wall_t:945 t:7500 epi:nan +opt_step:22314 lr:0.0003 alpha:0.008212 +2026-02-13 04:19:08 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:705.00 total_reward_ma:646.72 loss:-20.79 fps:127.2 +frame:1.30e+05 wall_t:1022 t:8125 epi:nan +opt_step:24189 lr:0.0003 alpha:0.006738 +2026-02-13 04:20:24 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:664.00 total_reward_ma:647.95 loss:-19.58 fps:127.5 +frame:1.40e+05 wall_t:1098 t:8750 epi:nan +opt_step:26064 lr:0.0003 alpha:0.006738 +2026-02-13 04:21:40 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:658.00 total_reward_ma:648.62 loss:-17.91 fps:127.9 +frame:1.50e+05 wall_t:1173 t:9375 epi:nan +opt_step:27939 lr:0.0003 alpha:0.006738 +2026-02-13 04:22:56 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:654.00 total_reward_ma:648.96 loss:-16.5 fps:128.1 +frame:1.60e+05 wall_t:1249 t:10000 epi:nan +opt_step:29814 lr:0.0003 alpha:0.006738 +2026-02-13 04:24:11 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:669.00 total_reward_ma:650.14 loss:-15.25 fps:128.3 +frame:1.70e+05 wall_t:1325 t:10625 epi:nan +opt_step:31689 lr:0.0003 alpha:0.006738 +2026-02-13 04:25:27 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:669.00 total_reward_ma:651.19 loss:-14.27 fps:128.6 +frame:1.80e+05 wall_t:1400 t:11250 epi:nan +opt_step:33564 lr:0.0003 alpha:0.006738 +2026-02-13 04:26:43 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:684.00 total_reward_ma:652.91 loss:-12.75 fps:128.6 +frame:1.90e+05 wall_t:1477 t:11875 epi:nan +opt_step:35439 lr:0.0003 alpha:0.006738 +2026-02-13 04:27:59 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:675.00 total_reward_ma:654.02 loss:-12.13 fps:128.8 +frame:2.00e+05 wall_t:1553 t:12500 epi:nan +opt_step:37314 lr:0.0003 alpha:0.006738 +2026-02-13 04:29:15 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:682.00 total_reward_ma:655.35 loss:-11.08 fps:128.9 +frame:2.10e+05 wall_t:1629 t:13125 epi:nan +opt_step:39189 lr:0.0003 alpha:0.006738 +2026-02-13 04:30:31 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:656.00 total_reward_ma:655.38 loss:-10.28 fps:129 +frame:2.20e+05 wall_t:1705 t:13750 epi:nan +opt_step:41064 lr:0.0003 alpha:0.006738 +2026-02-13 04:31:47 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:636.00 total_reward_ma:654.54 loss:-9.784 fps:129.1 +frame:2.30e+05 wall_t:1781 t:14375 epi:nan +opt_step:42939 lr:0.0003 alpha:0.006738 +2026-02-13 04:33:03 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:603.00 total_reward_ma:652.39 loss:-9.069 fps:129.3 +frame:2.40e+05 wall_t:1856 t:15000 epi:nan +opt_step:44814 lr:0.0003 alpha:0.006738 +2026-02-13 04:34:19 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:606.00 total_reward_ma:650.53 loss:-8.459 fps:129.3 +frame:2.50e+05 wall_t:1933 t:15625 epi:nan +opt_step:46689 lr:0.0003 alpha:0.006738 +2026-02-13 04:35:36 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:619.00 total_reward_ma:649.32 loss:-7.984 fps:129.4 +frame:2.60e+05 wall_t:2009 t:16250 epi:nan +opt_step:48564 lr:0.0003 alpha:0.006983 +2026-02-13 04:36:52 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:599.00 total_reward_ma:647.46 loss:-7.522 fps:129.5 +frame:2.70e+05 wall_t:2085 t:16875 epi:nan +opt_step:50439 lr:0.0003 alpha:0.008244 +2026-02-13 04:38:08 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:589.00 total_reward_ma:645.37 loss:-7.045 fps:129.5 +frame:2.80e+05 wall_t:2162 t:17500 epi:nan +opt_step:52314 lr:0.0003 alpha:0.008058 +2026-02-13 04:39:24 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:559.00 total_reward_ma:642.39 loss:-6.843 fps:129.6 +frame:2.90e+05 wall_t:2238 t:18125 epi:nan +opt_step:54189 lr:0.0003 alpha:0.00933 +2026-02-13 04:40:39 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:578.00 total_reward_ma:640.25 loss:-6.493 fps:129.7 +frame:3.00e+05 wall_t:2313 t:18750 epi:nan +opt_step:56064 lr:0.0003 alpha:0.01002 +2026-02-13 04:41:55 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:580.00 total_reward_ma:638.30 loss:-6.254 fps:129.8 +frame:3.10e+05 wall_t:2388 t:19375 epi:nan +opt_step:57939 lr:0.0003 alpha:0.01012 +2026-02-13 04:43:11 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:579.00 total_reward_ma:636.45 loss:-5.805 fps:129.9 +frame:3.20e+05 wall_t:2464 t:20000 epi:nan +opt_step:59814 lr:0.0003 alpha:0.008646 +2026-02-13 04:44:27 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:575.00 total_reward_ma:634.59 loss:-5.702 fps:129.9 +frame:3.30e+05 wall_t:2540 t:20625 epi:nan +opt_step:61689 lr:0.0003 alpha:0.008523 +2026-02-13 04:45:42 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:586.00 total_reward_ma:633.16 loss:-5.422 fps:130 +frame:3.40e+05 wall_t:2616 t:21250 epi:nan +opt_step:63564 lr:0.0003 alpha:0.009227 +2026-02-13 04:46:58 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:564.00 total_reward_ma:631.18 loss:-5.542 fps:130.1 +frame:3.50e+05 wall_t:2691 t:21875 epi:nan +opt_step:65439 lr:0.0003 alpha:0.007831 +2026-02-13 04:48:13 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:540.00 total_reward_ma:628.65 loss:-5.054 fps:130.2 +frame:3.60e+05 wall_t:2766 t:22500 epi:nan +opt_step:67314 lr:0.0003 alpha:0.006738 +2026-02-13 04:49:28 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:526.00 total_reward_ma:625.87 loss:-4.893 fps:130.2 +frame:3.70e+05 wall_t:2842 t:23125 epi:nan +opt_step:69189 lr:0.0003 alpha:0.006738 +2026-02-13 04:50:44 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:502.00 total_reward_ma:622.61 loss:-4.659 fps:130.2 +frame:3.80e+05 wall_t:2918 t:23750 epi:nan +opt_step:71064 lr:0.0003 alpha:0.006738 +2026-02-13 04:52:00 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:496.00 total_reward_ma:619.37 loss:-4.421 fps:130.3 +frame:3.90e+05 wall_t:2994 t:24375 epi:nan +opt_step:72939 lr:0.0003 alpha:0.006738 +2026-02-13 04:53:16 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:476.00 total_reward_ma:615.78 loss:-4.267 fps:130.3 +frame:4.00e+05 wall_t:3070 t:25000 epi:nan +opt_step:74814 lr:0.0003 alpha:0.006738 +2026-02-13 04:54:32 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:465.00 total_reward_ma:612.11 loss:-4.104 fps:130.4 +frame:4.10e+05 wall_t:3145 t:25625 epi:nan +opt_step:76689 lr:0.0003 alpha:0.006738 +2026-02-13 04:55:47 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:432.00 total_reward_ma:607.82 loss:-3.844 fps:130.4 +frame:4.20e+05 wall_t:3220 t:26250 epi:nan +opt_step:78564 lr:0.0003 alpha:0.006738 +2026-02-13 04:57:02 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:410.00 total_reward_ma:603.22 loss:-3.624 fps:130.5 +frame:4.30e+05 wall_t:3295 t:26875 epi:nan +opt_step:80439 lr:0.0003 alpha:0.006738 +2026-02-13 04:58:17 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:380.00 total_reward_ma:598.14 loss:-3.479 fps:130.5 +frame:4.40e+05 wall_t:3371 t:27500 epi:nan +opt_step:82314 lr:0.0003 alpha:0.006738 +2026-02-13 04:59:33 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:357.00 total_reward_ma:592.79 loss:-3.287 fps:130.6 +frame:4.50e+05 wall_t:3446 t:28125 epi:nan +opt_step:84189 lr:0.0003 alpha:0.006738 +2026-02-13 05:00:48 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:380.00 total_reward_ma:588.16 loss:-3.283 fps:130.6 +frame:4.60e+05 wall_t:3522 t:28750 epi:nan +opt_step:86064 lr:0.0003 alpha:0.006738 +2026-02-13 05:02:04 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:404.00 total_reward_ma:584.24 loss:-3.222 fps:130.7 +frame:4.70e+05 wall_t:3597 t:29375 epi:nan +opt_step:87939 lr:0.0003 alpha:0.006738 +2026-02-13 05:03:20 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:486.00 total_reward_ma:582.19 loss:-3.098 fps:130.7 +frame:4.80e+05 wall_t:3673 t:30000 epi:nan +opt_step:89814 lr:0.0003 alpha:0.006738 +2026-02-13 05:04:35 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:504.00 total_reward_ma:580.60 loss:-2.977 fps:130.7 +frame:4.90e+05 wall_t:3749 t:30625 epi:nan +opt_step:91689 lr:0.0003 alpha:0.006738 +2026-02-13 05:05:51 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:520.00 total_reward_ma:579.39 loss:-2.874 fps:130.7 +frame:5.00e+05 wall_t:3825 t:31250 epi:nan +opt_step:93564 lr:0.0003 alpha:0.006738 +2026-02-13 05:07:07 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:534.00 total_reward_ma:578.50 loss:-2.851 fps:130.7 +frame:5.10e+05 wall_t:3901 t:31875 epi:nan +opt_step:95439 lr:0.0003 alpha:0.006784 +2026-02-13 05:08:23 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:602.00 total_reward_ma:578.95 loss:-2.79 fps:130.8 +frame:5.20e+05 wall_t:3977 t:32500 epi:nan +opt_step:97314 lr:0.0003 alpha:0.007237 +2026-02-13 05:09:41 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:612.00 total_reward_ma:579.57 loss:-2.739 fps:130.7 +frame:5.30e+05 wall_t:4054 t:33125 epi:nan +opt_step:99189 lr:0.0003 alpha:0.007518 +2026-02-13 05:10:58 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:631.00 total_reward_ma:580.53 loss:-2.705 fps:130.7 +frame:5.40e+05 wall_t:4131 t:33750 epi:nan +opt_step:101064 lr:0.0003 alpha:0.007968 +2026-02-13 05:12:14 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:647.00 total_reward_ma:581.73 loss:-2.706 fps:130.7 +frame:5.50e+05 wall_t:4208 t:34375 epi:nan +opt_step:102939 lr:0.0003 alpha:0.008606 +2026-02-13 05:13:30 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:665.00 total_reward_ma:583.22 loss:-2.75 fps:130.7 +frame:5.60e+05 wall_t:4284 t:35000 epi:nan +opt_step:104814 lr:0.0003 alpha:0.009172 +2026-02-13 05:14:46 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:704.00 total_reward_ma:585.34 loss:-2.784 fps:130.8 +frame:5.70e+05 wall_t:4359 t:35625 epi:nan +opt_step:106689 lr:0.0003 alpha:0.009866 +2026-02-13 05:16:02 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:714.00 total_reward_ma:587.56 loss:-2.792 fps:130.8 +frame:5.80e+05 wall_t:4435 t:36250 epi:nan +opt_step:108564 lr:0.0003 alpha:0.01041 +2026-02-13 05:17:17 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:724.00 total_reward_ma:589.87 loss:-2.901 fps:130.8 +frame:5.90e+05 wall_t:4511 t:36875 epi:nan +opt_step:110439 lr:0.0003 alpha:0.01089 +2026-02-13 05:18:34 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:737.00 total_reward_ma:592.32 loss:-2.923 fps:130.8 +frame:6.00e+05 wall_t:4587 t:37500 epi:nan +opt_step:112314 lr:0.0003 alpha:0.01155 +2026-02-13 05:19:49 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:720.00 total_reward_ma:594.42 loss:-3.059 fps:130.8 +frame:6.10e+05 wall_t:4663 t:38125 epi:nan +opt_step:114189 lr:0.0003 alpha:0.01233 +2026-02-13 05:21:04 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:755.00 total_reward_ma:597.01 loss:-3.139 fps:130.9 +frame:6.20e+05 wall_t:4738 t:38750 epi:nan +opt_step:116064 lr:0.0003 alpha:0.01294 +2026-02-13 05:22:20 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:796.00 total_reward_ma:600.16 loss:-3.295 fps:130.9 +frame:6.30e+05 wall_t:4814 t:39375 epi:nan +opt_step:117939 lr:0.0003 alpha:0.01404 +2026-02-13 05:23:37 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:829.00 total_reward_ma:603.74 loss:-3.287 fps:130.9 +frame:6.40e+05 wall_t:4890 t:40000 epi:nan +opt_step:119814 lr:0.0003 alpha:0.01457 +2026-02-13 05:24:53 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:873.00 total_reward_ma:607.88 loss:-3.441 fps:130.9 +frame:6.50e+05 wall_t:4966 t:40625 epi:nan +opt_step:121689 lr:0.0003 alpha:0.01504 +2026-02-13 05:26:09 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:968.00 total_reward_ma:613.34 loss:-3.613 fps:130.9 +frame:6.60e+05 wall_t:5042 t:41250 epi:nan +opt_step:123564 lr:0.0003 alpha:0.01609 +2026-02-13 05:27:25 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:1082.00 total_reward_ma:620.33 loss:-3.774 fps:130.9 +frame:6.70e+05 wall_t:5118 t:41875 epi:nan +opt_step:125439 lr:0.0003 alpha:0.01667 +2026-02-13 05:28:40 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:1138.00 total_reward_ma:627.95 loss:-3.963 fps:130.9 +frame:6.80e+05 wall_t:5194 t:42500 epi:nan +opt_step:127314 lr:0.0003 alpha:0.0172 +2026-02-13 05:29:57 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:1222.00 total_reward_ma:636.56 loss:-4.11 fps:130.9 +frame:6.90e+05 wall_t:5270 t:43125 epi:nan +opt_step:129189 lr:0.0003 alpha:0.01778 +2026-02-13 05:31:13 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:1318.00 total_reward_ma:646.29 loss:-4.174 fps:130.9 +frame:7.00e+05 wall_t:5346 t:43750 epi:nan +opt_step:131064 lr:0.0003 alpha:0.01849 +2026-02-13 05:32:29 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:1337.00 total_reward_ma:656.02 loss:-4.442 fps:130.9 +frame:7.10e+05 wall_t:5422 t:44375 epi:nan +opt_step:132939 lr:0.0003 alpha:0.01924 +2026-02-13 05:33:44 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:1366.00 total_reward_ma:665.88 loss:-4.498 fps:131 +frame:7.20e+05 wall_t:5497 t:45000 epi:nan +opt_step:134814 lr:0.0003 alpha:0.02018 +2026-02-13 05:34:59 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:1456.00 total_reward_ma:676.70 loss:-4.607 fps:131 +frame:7.30e+05 wall_t:5572 t:45625 epi:nan +opt_step:136689 lr:0.0003 alpha:0.02077 +2026-02-13 05:36:15 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:1477.00 total_reward_ma:687.52 loss:-4.938 fps:131 +frame:7.40e+05 wall_t:5649 t:46250 epi:nan +opt_step:138564 lr:0.0003 alpha:0.02104 +2026-02-13 05:37:31 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:1487.00 total_reward_ma:698.18 loss:-4.948 fps:131 +frame:7.50e+05 wall_t:5724 t:46875 epi:nan +opt_step:140439 lr:0.0003 alpha:0.02172 +2026-02-13 05:38:46 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:1510.00 total_reward_ma:708.86 loss:-5.29 fps:131 +frame:7.60e+05 wall_t:5800 t:47500 epi:nan +opt_step:142314 lr:0.0003 alpha:0.02238 +2026-02-13 05:40:01 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:1497.00 total_reward_ma:719.10 loss:-5.364 fps:131.1 +frame:7.70e+05 wall_t:5875 t:48125 epi:nan +opt_step:144189 lr:0.0003 alpha:0.02267 +2026-02-13 05:41:18 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:1504.00 total_reward_ma:729.16 loss:-5.499 fps:131.1 +frame:7.80e+05 wall_t:5951 t:48750 epi:nan +opt_step:146064 lr:0.0003 alpha:0.02314 +2026-02-13 05:42:33 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:1539.00 total_reward_ma:739.41 loss:-5.667 fps:131.1 +frame:7.90e+05 wall_t:6027 t:49375 epi:nan +opt_step:147939 lr:0.0003 alpha:0.0238 +2026-02-13 05:43:49 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:1571.00 total_reward_ma:749.80 loss:-5.874 fps:131.1 +frame:8.00e+05 wall_t:6102 t:50000 epi:nan +opt_step:149814 lr:0.0003 alpha:0.02395 +2026-02-13 05:45:04 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:1576.00 total_reward_ma:760.00 loss:-6.087 fps:131.1 +frame:8.10e+05 wall_t:6178 t:50625 epi:nan +opt_step:151689 lr:0.0003 alpha:0.02403 +2026-02-13 05:46:19 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:1705.00 total_reward_ma:771.53 loss:-6.108 fps:131.1 +frame:8.20e+05 wall_t:6253 t:51250 epi:nan +opt_step:153564 lr:0.0003 alpha:0.02492 +2026-02-13 05:47:35 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:1724.00 total_reward_ma:783.00 loss:-6.389 fps:131.2 +frame:8.30e+05 wall_t:6328 t:51875 epi:nan +opt_step:155439 lr:0.0003 alpha:0.0247 +2026-02-13 05:48:50 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:1763.00 total_reward_ma:794.67 loss:-6.45 fps:131.2 +frame:8.40e+05 wall_t:6403 t:52500 epi:nan +opt_step:157314 lr:0.0003 alpha:0.02504 +2026-02-13 05:50:05 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:1807.00 total_reward_ma:806.58 loss:-6.467 fps:131.2 +frame:8.50e+05 wall_t:6479 t:53125 epi:nan +opt_step:159189 lr:0.0003 alpha:0.02577 +2026-02-13 05:51:21 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:1824.00 total_reward_ma:818.41 loss:-6.798 fps:131.2 +frame:8.60e+05 wall_t:6555 t:53750 epi:nan +opt_step:161064 lr:0.0003 alpha:0.0258 +2026-02-13 05:52:37 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:1877.00 total_reward_ma:830.58 loss:-6.783 fps:131.2 +frame:8.70e+05 wall_t:6631 t:54375 epi:nan +opt_step:162939 lr:0.0003 alpha:0.0257 +2026-02-13 05:53:53 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:1885.00 total_reward_ma:842.56 loss:-6.998 fps:131.2 +frame:8.80e+05 wall_t:6706 t:55000 epi:nan +opt_step:164814 lr:0.0003 alpha:0.02606 +2026-02-13 05:55:09 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:2070.00 total_reward_ma:856.35 loss:-6.911 fps:131.2 +frame:8.90e+05 wall_t:6783 t:55625 epi:nan +opt_step:166689 lr:0.0003 alpha:0.02537 +2026-02-13 05:56:24 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:2023.00 total_reward_ma:869.32 loss:-7.226 fps:131.2 +frame:9.00e+05 wall_t:6858 t:56250 epi:nan +opt_step:168564 lr:0.0003 alpha:0.02547 +2026-02-13 05:57:40 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:2043.00 total_reward_ma:882.21 loss:-7.19 fps:131.3 +frame:9.10e+05 wall_t:6933 t:56875 epi:nan +opt_step:170439 lr:0.0003 alpha:0.0254 +2026-02-13 05:58:56 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:2135.00 total_reward_ma:895.83 loss:-7.306 fps:131.3 +frame:9.20e+05 wall_t:7009 t:57500 epi:nan +opt_step:172314 lr:0.0003 alpha:0.02507 +2026-02-13 06:00:13 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:2196.00 total_reward_ma:909.81 loss:-7.419 fps:131.2 +frame:9.30e+05 wall_t:7086 t:58125 epi:nan +opt_step:174189 lr:0.0003 alpha:0.02497 +2026-02-13 06:01:29 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:2223.00 total_reward_ma:923.78 loss:-7.33 fps:131.2 +frame:9.40e+05 wall_t:7163 t:58750 epi:nan +opt_step:176064 lr:0.0003 alpha:0.02478 +2026-02-13 06:02:45 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:2205.00 total_reward_ma:937.27 loss:-7.543 fps:131.2 +frame:9.50e+05 wall_t:7239 t:59375 epi:nan +opt_step:177939 lr:0.0003 alpha:0.02495 +2026-02-13 06:04:01 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:2239.00 total_reward_ma:950.83 loss:-7.511 fps:131.2 +frame:9.60e+05 wall_t:7315 t:60000 epi:nan +opt_step:179814 lr:0.0003 alpha:0.02457 +2026-02-13 06:05:17 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:2346.00 total_reward_ma:965.21 loss:-7.59 fps:131.2 +frame:9.70e+05 wall_t:7391 t:60625 epi:nan +opt_step:181689 lr:0.0003 alpha:0.02492 +2026-02-13 06:06:32 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:2456.00 total_reward_ma:980.42 loss:-7.627 fps:131.3 +frame:9.80e+05 wall_t:7466 t:61250 epi:nan +opt_step:183564 lr:0.0003 alpha:0.02465 +2026-02-13 06:07:47 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:2497.00 total_reward_ma:995.74 loss:-7.681 fps:131.3 +frame:9.90e+05 wall_t:7541 t:61875 epi:nan +opt_step:185439 lr:0.0003 alpha:0.02491 +2026-02-13 06:09:03 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:2448.00 total_reward_ma:1010.26 loss:-7.79 fps:131.3 +frame:1.00e+06 wall_t:7616 t:62500 epi:nan +opt_step:187314 lr:0.0003 alpha:0.02451 +2026-02-13 06:10:18 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:2440.00 total_reward_ma:1033.31 loss:-7.771 fps:131.3 +frame:1.01e+06 wall_t:7692 t:63125 epi:nan +opt_step:189189 lr:0.0003 alpha:0.0241 +2026-02-13 06:11:33 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:2469.00 total_reward_ma:1052.00 loss:-7.931 fps:131.3 +frame:1.02e+06 wall_t:7767 t:63750 epi:nan +opt_step:191064 lr:0.0003 alpha:0.02416 +2026-02-13 06:12:48 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:2455.00 total_reward_ma:1069.27 loss:-7.712 fps:131.3 +frame:1.03e+06 wall_t:7842 t:64375 epi:nan +opt_step:192939 lr:0.0003 alpha:0.02417 +2026-02-13 06:14:04 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:2488.00 total_reward_ma:1086.83 loss:-7.808 fps:131.4 +frame:1.04e+06 wall_t:7917 t:65000 epi:nan +opt_step:194814 lr:0.0003 alpha:0.0247 +2026-02-13 06:15:19 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:2521.00 total_reward_ma:1104.79 loss:-7.634 fps:131.4 +frame:1.05e+06 wall_t:7992 t:65625 epi:nan +opt_step:196689 lr:0.0003 alpha:0.02451 +2026-02-13 06:16:34 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:2584.00 total_reward_ma:1123.45 loss:-7.982 fps:131.4 +frame:1.06e+06 wall_t:8068 t:66250 epi:nan +opt_step:198564 lr:0.0003 alpha:0.02442 +2026-02-13 06:17:50 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:2657.00 total_reward_ma:1143.23 loss:-8.046 fps:131.4 +frame:1.07e+06 wall_t:8144 t:66875 epi:nan +opt_step:200439 lr:0.0003 alpha:0.02418 +2026-02-13 06:19:06 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:2692.00 total_reward_ma:1163.48 loss:-8.109 fps:131.4 +frame:1.08e+06 wall_t:8219 t:67500 epi:nan +opt_step:202314 lr:0.0003 alpha:0.02479 +2026-02-13 06:20:21 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:2719.00 total_reward_ma:1183.91 loss:-8.179 fps:131.4 +frame:1.09e+06 wall_t:8295 t:68125 epi:nan +opt_step:204189 lr:0.0003 alpha:0.02505 +2026-02-13 06:21:36 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:2691.00 total_reward_ma:1203.93 loss:-8.083 fps:131.4 +frame:1.10e+06 wall_t:8370 t:68750 epi:nan +opt_step:206064 lr:0.0003 alpha:0.02459 +2026-02-13 06:22:52 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:2709.00 total_reward_ma:1224.33 loss:-7.989 fps:131.4 +frame:1.11e+06 wall_t:8445 t:69375 epi:nan +opt_step:207939 lr:0.0003 alpha:0.02441 +2026-02-13 06:24:07 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:2747.00 total_reward_ma:1244.96 loss:-8.157 fps:131.4 +frame:1.12e+06 wall_t:8521 t:70000 epi:nan +opt_step:209814 lr:0.0003 alpha:0.02475 +2026-02-13 06:25:23 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:2821.00 total_reward_ma:1266.12 loss:-8.188 fps:131.5 +frame:1.13e+06 wall_t:8596 t:70625 epi:nan +opt_step:211689 lr:0.0003 alpha:0.02434 +2026-02-13 06:26:38 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:2933.00 total_reward_ma:1288.81 loss:-8.421 fps:131.5 +frame:1.14e+06 wall_t:8672 t:71250 epi:nan +opt_step:213564 lr:0.0003 alpha:0.02419 +2026-02-13 06:27:54 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:3053.00 total_reward_ma:1312.76 loss:-8.111 fps:131.5 +frame:1.15e+06 wall_t:8748 t:71875 epi:nan +opt_step:215439 lr:0.0003 alpha:0.02486 +2026-02-13 06:29:09 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:3122.00 total_reward_ma:1337.44 loss:-8.199 fps:131.5 +frame:1.16e+06 wall_t:8823 t:72500 epi:nan +opt_step:217314 lr:0.0003 alpha:0.02489 +2026-02-13 06:30:26 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:3150.00 total_reward_ma:1362.25 loss:-8.261 fps:131.5 +frame:1.17e+06 wall_t:8899 t:73125 epi:nan +opt_step:219189 lr:0.0003 alpha:0.02402 +2026-02-13 06:31:42 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:3150.00 total_reward_ma:1387.06 loss:-8.342 fps:131.5 +frame:1.18e+06 wall_t:8975 t:73750 epi:nan +opt_step:221064 lr:0.0003 alpha:0.02483 +2026-02-13 06:32:58 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:3223.00 total_reward_ma:1412.45 loss:-8.425 fps:131.5 +frame:1.19e+06 wall_t:9051 t:74375 epi:nan +opt_step:222939 lr:0.0003 alpha:0.02485 +2026-02-13 06:34:13 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:3238.00 total_reward_ma:1438.08 loss:-8.136 fps:131.5 +frame:1.20e+06 wall_t:9127 t:75000 epi:nan +opt_step:224814 lr:0.0003 alpha:0.02462 +2026-02-13 06:35:29 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:3263.00 total_reward_ma:1463.89 loss:-8.403 fps:131.5 +frame:1.21e+06 wall_t:9203 t:75625 epi:nan +opt_step:226689 lr:0.0003 alpha:0.02434 +2026-02-13 06:36:45 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:3275.00 total_reward_ma:1490.08 loss:-8.291 fps:131.5 +frame:1.22e+06 wall_t:9279 t:76250 epi:nan +opt_step:228564 lr:0.0003 alpha:0.02418 +2026-02-13 06:38:02 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:3375.00 total_reward_ma:1517.47 loss:-8.385 fps:131.5 +frame:1.23e+06 wall_t:9355 t:76875 epi:nan +opt_step:230439 lr:0.0003 alpha:0.02433 +2026-02-13 06:39:18 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:3468.00 total_reward_ma:1546.12 loss:-8.306 fps:131.5 +frame:1.24e+06 wall_t:9431 t:77500 epi:nan +opt_step:232314 lr:0.0003 alpha:0.02446 +2026-02-13 06:40:34 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:3428.00 total_reward_ma:1574.34 loss:-8.346 fps:131.5 +frame:1.25e+06 wall_t:9507 t:78125 epi:nan +opt_step:234189 lr:0.0003 alpha:0.02443 +2026-02-13 06:41:50 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:3403.00 total_reward_ma:1602.18 loss:-8.43 fps:131.5 +frame:1.26e+06 wall_t:9583 t:78750 epi:nan +opt_step:236064 lr:0.0003 alpha:0.02478 +2026-02-13 06:43:05 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:3376.00 total_reward_ma:1629.95 loss:-8.421 fps:131.5 +frame:1.27e+06 wall_t:9659 t:79375 epi:nan +opt_step:237939 lr:0.0003 alpha:0.02424 +2026-02-13 06:44:20 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:3350.00 total_reward_ma:1657.56 loss:-8.617 fps:131.5 +frame:1.28e+06 wall_t:9734 t:80000 epi:nan +opt_step:239814 lr:0.0003 alpha:0.02445 +2026-02-13 06:45:35 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:3412.00 total_reward_ma:1686.09 loss:-8.409 fps:131.5 +frame:1.29e+06 wall_t:9809 t:80625 epi:nan +opt_step:241689 lr:0.0003 alpha:0.02416 +2026-02-13 06:46:51 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:3459.00 total_reward_ma:1714.90 loss:-8.456 fps:131.5 +frame:1.30e+06 wall_t:9885 t:81250 epi:nan +opt_step:243564 lr:0.0003 alpha:0.02433 +2026-02-13 06:48:07 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:3419.00 total_reward_ma:1743.29 loss:-8.46 fps:131.5 +frame:1.31e+06 wall_t:9960 t:81875 epi:nan +opt_step:245439 lr:0.0003 alpha:0.02427 +2026-02-13 06:49:23 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:3442.00 total_reward_ma:1771.92 loss:-8.47 fps:131.5 +frame:1.32e+06 wall_t:10037 t:82500 epi:nan +opt_step:247314 lr:0.0003 alpha:0.02467 +2026-02-13 06:50:39 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:3426.00 total_reward_ma:1800.43 loss:-8.483 fps:131.5 +frame:1.33e+06 wall_t:10112 t:83125 epi:nan +opt_step:249189 lr:0.0003 alpha:0.02434 +2026-02-13 06:51:54 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:3517.00 total_reward_ma:1829.74 loss:-8.53 fps:131.5 +frame:1.34e+06 wall_t:10188 t:83750 epi:nan +opt_step:251064 lr:0.0003 alpha:0.02458 +2026-02-13 06:53:10 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:3468.00 total_reward_ma:1858.78 loss:-8.516 fps:131.5 +frame:1.35e+06 wall_t:10264 t:84375 epi:nan +opt_step:252939 lr:0.0003 alpha:0.02451 +2026-02-13 06:54:26 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:3546.00 total_reward_ma:1888.84 loss:-8.36 fps:131.5 +frame:1.36e+06 wall_t:10339 t:85000 epi:nan +opt_step:254814 lr:0.0003 alpha:0.02438 +2026-02-13 06:55:42 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:3670.00 total_reward_ma:1920.28 loss:-8.384 fps:131.5 +frame:1.37e+06 wall_t:10415 t:85625 epi:nan +opt_step:256689 lr:0.0003 alpha:0.02476 +2026-02-13 06:56:57 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:3789.00 total_reward_ma:1953.15 loss:-8.605 fps:131.5 +frame:1.38e+06 wall_t:10491 t:86250 epi:nan +opt_step:258564 lr:0.0003 alpha:0.02504 +2026-02-13 06:58:13 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:3687.00 total_reward_ma:1985.06 loss:-8.667 fps:131.6 +frame:1.39e+06 wall_t:10566 t:86875 epi:nan +opt_step:260439 lr:0.0003 alpha:0.02498 +2026-02-13 06:59:30 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:3687.00 total_reward_ma:2017.17 loss:-8.787 fps:131.5 +frame:1.40e+06 wall_t:10643 t:87500 epi:nan +opt_step:262314 lr:0.0003 alpha:0.02497 +2026-02-13 07:00:45 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:3671.00 total_reward_ma:2049.23 loss:-8.715 fps:131.5 +frame:1.41e+06 wall_t:10719 t:88125 epi:nan +opt_step:264189 lr:0.0003 alpha:0.02461 +2026-02-13 07:02:02 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:3698.00 total_reward_ma:2081.89 loss:-8.798 fps:131.5 +frame:1.42e+06 wall_t:10796 t:88750 epi:nan +opt_step:266064 lr:0.0003 alpha:0.02405 +2026-02-13 07:03:18 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:3669.00 total_reward_ma:2114.48 loss:-8.759 fps:131.5 +frame:1.43e+06 wall_t:10871 t:89375 epi:nan +opt_step:267939 lr:0.0003 alpha:0.02457 +2026-02-13 07:04:33 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:3758.00 total_reward_ma:2148.26 loss:-8.804 fps:131.5 +frame:1.44e+06 wall_t:10947 t:90000 epi:nan +opt_step:269814 lr:0.0003 alpha:0.02456 +2026-02-13 07:05:48 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:3732.00 total_reward_ma:2182.01 loss:-8.75 fps:131.6 +frame:1.45e+06 wall_t:11022 t:90625 epi:nan +opt_step:271689 lr:0.0003 alpha:0.0245 +2026-02-13 07:07:04 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:3777.00 total_reward_ma:2215.98 loss:-8.87 fps:131.6 +frame:1.46e+06 wall_t:11097 t:91250 epi:nan +opt_step:273564 lr:0.0003 alpha:0.02461 +2026-02-13 07:08:20 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:3638.00 total_reward_ma:2248.32 loss:-8.55 fps:131.6 +frame:1.47e+06 wall_t:11173 t:91875 epi:nan +opt_step:275439 lr:0.0003 alpha:0.02437 +2026-02-13 07:09:36 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:3626.00 total_reward_ma:2279.72 loss:-8.828 fps:131.6 +frame:1.48e+06 wall_t:11249 t:92500 epi:nan +opt_step:277314 lr:0.0003 alpha:0.02463 +2026-02-13 07:10:51 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:3701.00 total_reward_ma:2311.69 loss:-9.035 fps:131.6 +frame:1.49e+06 wall_t:11324 t:93125 epi:nan +opt_step:279189 lr:0.0003 alpha:0.0249 +2026-02-13 07:12:06 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:3663.00 total_reward_ma:2343.12 loss:-8.811 fps:131.6 +frame:1.50e+06 wall_t:11400 t:93750 epi:nan +opt_step:281064 lr:0.0003 alpha:0.02495 +2026-02-13 07:13:23 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:3723.00 total_reward_ma:2375.01 loss:-8.862 fps:131.6 +frame:1.51e+06 wall_t:11476 t:94375 epi:nan +opt_step:282939 lr:0.0003 alpha:0.02495 +2026-02-13 07:14:38 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:3938.00 total_reward_ma:2408.37 loss:-8.74 fps:131.6 +frame:1.52e+06 wall_t:11552 t:95000 epi:nan +opt_step:284814 lr:0.0003 alpha:0.02526 +2026-02-13 07:15:54 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:4006.00 total_reward_ma:2442.31 loss:-8.794 fps:131.6 +frame:1.53e+06 wall_t:11627 t:95625 epi:nan +opt_step:286689 lr:0.0003 alpha:0.02485 +2026-02-13 07:17:10 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:4115.00 total_reward_ma:2477.15 loss:-9.014 fps:131.6 +frame:1.54e+06 wall_t:11704 t:96250 epi:nan +opt_step:288564 lr:0.0003 alpha:0.02477 +2026-02-13 07:18:27 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:4132.00 total_reward_ma:2512.00 loss:-8.694 fps:131.6 +frame:1.55e+06 wall_t:11781 t:96875 epi:nan +opt_step:290439 lr:0.0003 alpha:0.02486 +2026-02-13 07:19:44 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:4220.00 total_reward_ma:2547.55 loss:-9.009 fps:131.6 +frame:1.56e+06 wall_t:11857 t:97500 epi:nan +opt_step:292314 lr:0.0003 alpha:0.02487 +2026-02-13 07:20:59 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:4130.00 total_reward_ma:2581.81 loss:-8.972 fps:131.6 +frame:1.57e+06 wall_t:11933 t:98125 epi:nan +opt_step:294189 lr:0.0003 alpha:0.02508 +2026-02-13 07:22:16 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:4195.00 total_reward_ma:2616.62 loss:-9.112 fps:131.6 +frame:1.58e+06 wall_t:12009 t:98750 epi:nan +opt_step:296064 lr:0.0003 alpha:0.02478 +2026-02-13 07:23:31 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:4131.00 total_reward_ma:2650.69 loss:-8.813 fps:131.6 +frame:1.59e+06 wall_t:12085 t:99375 epi:nan +opt_step:297939 lr:0.0003 alpha:0.02511 +2026-02-13 07:24:46 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:4110.00 total_reward_ma:2684.42 loss:-8.978 fps:131.6 +frame:1.60e+06 wall_t:12160 t:100000 epi:nan +opt_step:299814 lr:0.0003 alpha:0.02475 +2026-02-13 07:26:02 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:4188.00 total_reward_ma:2719.10 loss:-8.659 fps:131.6 +frame:1.61e+06 wall_t:12236 t:100625 epi:nan +opt_step:301689 lr:0.0003 alpha:0.0254 +2026-02-13 07:27:18 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:4269.00 total_reward_ma:2754.24 loss:-9.187 fps:131.6 +frame:1.62e+06 wall_t:12312 t:101250 epi:nan +opt_step:303564 lr:0.0003 alpha:0.02519 +2026-02-13 07:28:34 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:4247.00 total_reward_ma:2788.75 loss:-9.236 fps:131.6 +frame:1.63e+06 wall_t:12388 t:101875 epi:nan +opt_step:305439 lr:0.0003 alpha:0.02523 +2026-02-13 07:29:50 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:4092.00 total_reward_ma:2821.38 loss:-9.231 fps:131.6 +frame:1.64e+06 wall_t:12464 t:102500 epi:nan +opt_step:307314 lr:0.0003 alpha:0.02546 +2026-02-13 07:31:07 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:4024.00 total_reward_ma:2852.89 loss:-9.148 fps:131.6 +frame:1.65e+06 wall_t:12541 t:103125 epi:nan +opt_step:309189 lr:0.0003 alpha:0.02511 +2026-02-13 07:32:23 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:4032.00 total_reward_ma:2883.53 loss:-9.092 fps:131.6 +frame:1.66e+06 wall_t:12617 t:103750 epi:nan +opt_step:311064 lr:0.0003 alpha:0.02517 +2026-02-13 07:33:41 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:4018.00 total_reward_ma:2912.89 loss:-9.296 fps:131.5 +frame:1.67e+06 wall_t:12695 t:104375 epi:nan +opt_step:312939 lr:0.0003 alpha:0.02575 +2026-02-13 07:34:57 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:4140.00 total_reward_ma:2942.91 loss:-9.162 fps:131.6 +frame:1.68e+06 wall_t:12770 t:105000 epi:nan +opt_step:314814 lr:0.0003 alpha:0.02551 +2026-02-13 07:36:12 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:4186.00 total_reward_ma:2972.55 loss:-9.088 fps:131.6 +frame:1.69e+06 wall_t:12846 t:105625 epi:nan +opt_step:316689 lr:0.0003 alpha:0.02579 +2026-02-13 07:37:29 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:4183.00 total_reward_ma:3001.20 loss:-9.407 fps:131.6 +frame:1.70e+06 wall_t:12922 t:106250 epi:nan +opt_step:318564 lr:0.0003 alpha:0.02584 +2026-02-13 07:38:44 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:4219.00 total_reward_ma:3030.02 loss:-9.424 fps:131.6 +frame:1.71e+06 wall_t:12998 t:106875 epi:nan +opt_step:320439 lr:0.0003 alpha:0.02567 +2026-02-13 07:40:00 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:4256.00 total_reward_ma:3058.92 loss:-9.277 fps:131.6 +frame:1.72e+06 wall_t:13073 t:107500 epi:nan +opt_step:322314 lr:0.0003 alpha:0.02561 +2026-02-13 07:41:15 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:4077.00 total_reward_ma:3085.13 loss:-9.331 fps:131.6 +frame:1.73e+06 wall_t:13149 t:108125 epi:nan +opt_step:324189 lr:0.0003 alpha:0.02563 +2026-02-13 07:42:31 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:4072.00 total_reward_ma:3111.08 loss:-9.214 fps:131.6 +frame:1.74e+06 wall_t:13224 t:108750 epi:nan +opt_step:326064 lr:0.0003 alpha:0.02591 +2026-02-13 07:43:47 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:4079.00 total_reward_ma:3137.00 loss:-9.267 fps:131.6 +frame:1.75e+06 wall_t:13300 t:109375 epi:nan +opt_step:327939 lr:0.0003 alpha:0.02625 +2026-02-13 07:45:02 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:4181.00 total_reward_ma:3163.71 loss:-9.257 fps:131.6 +frame:1.76e+06 wall_t:13376 t:110000 epi:nan +opt_step:329814 lr:0.0003 alpha:0.02652 +2026-02-13 07:46:16 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:4208.00 total_reward_ma:3190.82 loss:-9.371 fps:131.6 +frame:1.77e+06 wall_t:13450 t:110625 epi:nan +opt_step:331689 lr:0.0003 alpha:0.0265 +2026-02-13 07:47:32 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:4227.00 total_reward_ma:3218.05 loss:-9.233 fps:131.6 +frame:1.78e+06 wall_t:13526 t:111250 epi:nan +opt_step:333564 lr:0.0003 alpha:0.02678 +2026-02-13 07:48:48 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:4171.00 total_reward_ma:3244.37 loss:-9.354 fps:131.6 +frame:1.79e+06 wall_t:13601 t:111875 epi:nan +opt_step:335439 lr:0.0003 alpha:0.02688 +2026-02-13 07:50:03 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:4409.00 total_reward_ma:3272.75 loss:-9.489 fps:131.6 +frame:1.80e+06 wall_t:13677 t:112500 epi:nan +opt_step:337314 lr:0.0003 alpha:0.02668 +2026-02-13 07:51:18 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:4540.00 total_reward_ma:3302.39 loss:-9.343 fps:131.6 +frame:1.81e+06 wall_t:13752 t:113125 epi:nan +opt_step:339189 lr:0.0003 alpha:0.0263 +2026-02-13 07:52:34 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:4546.00 total_reward_ma:3330.80 loss:-9.447 fps:131.6 +frame:1.82e+06 wall_t:13828 t:113750 epi:nan +opt_step:341064 lr:0.0003 alpha:0.02665 +2026-02-13 07:53:50 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:4588.00 total_reward_ma:3359.44 loss:-9.57 fps:131.6 +frame:1.83e+06 wall_t:13903 t:114375 epi:nan +opt_step:342939 lr:0.0003 alpha:0.02692 +2026-02-13 07:55:05 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:4684.00 total_reward_ma:3388.65 loss:-9.781 fps:131.6 +frame:1.84e+06 wall_t:13979 t:115000 epi:nan +opt_step:344814 lr:0.0003 alpha:0.02714 +2026-02-13 07:56:21 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:4886.00 total_reward_ma:3419.44 loss:-9.497 fps:131.6 +frame:1.85e+06 wall_t:14054 t:115625 epi:nan +opt_step:346689 lr:0.0003 alpha:0.02711 +2026-02-13 07:57:36 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:5019.00 total_reward_ma:3451.39 loss:-9.683 fps:131.6 +frame:1.86e+06 wall_t:14129 t:116250 epi:nan +opt_step:348564 lr:0.0003 alpha:0.02742 +2026-02-13 07:58:51 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:5040.00 total_reward_ma:3483.02 loss:-9.813 fps:131.6 +frame:1.87e+06 wall_t:14205 t:116875 epi:nan +opt_step:350439 lr:0.0003 alpha:0.02739 +2026-02-13 08:00:07 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:5008.00 total_reward_ma:3514.25 loss:-9.617 fps:131.7 +frame:1.88e+06 wall_t:14280 t:117500 epi:nan +opt_step:352314 lr:0.0003 alpha:0.02725 +2026-02-13 08:01:23 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:4845.00 total_reward_ma:3542.00 loss:-9.696 fps:131.7 +frame:1.89e+06 wall_t:14356 t:118125 epi:nan +opt_step:354189 lr:0.0003 alpha:0.0275 +2026-02-13 08:02:38 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:4843.00 total_reward_ma:3570.20 loss:-9.722 fps:131.7 +frame:1.90e+06 wall_t:14432 t:118750 epi:nan +opt_step:356064 lr:0.0003 alpha:0.02745 +2026-02-13 08:03:54 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:4848.00 total_reward_ma:3598.25 loss:-9.726 fps:131.7 +frame:1.91e+06 wall_t:14508 t:119375 epi:nan +opt_step:357939 lr:0.0003 alpha:0.02752 +2026-02-13 08:05:09 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:4970.00 total_reward_ma:3626.60 loss:-9.682 fps:131.7 +frame:1.92e+06 wall_t:14583 t:120000 epi:nan +opt_step:359814 lr:0.0003 alpha:0.02752 +2026-02-13 08:06:25 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:5043.00 total_reward_ma:3655.07 loss:-9.967 fps:131.7 +frame:1.93e+06 wall_t:14659 t:120625 epi:nan +opt_step:361689 lr:0.0003 alpha:0.02742 +2026-02-13 08:07:41 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:5372.00 total_reward_ma:3686.56 loss:-10.06 fps:131.7 +frame:1.94e+06 wall_t:14734 t:121250 epi:nan +opt_step:363564 lr:0.0003 alpha:0.02737 +2026-02-13 08:08:56 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:5351.00 total_reward_ma:3718.02 loss:-9.988 fps:131.7 +frame:1.95e+06 wall_t:14809 t:121875 epi:nan +opt_step:365439 lr:0.0003 alpha:0.02706 +2026-02-13 08:10:11 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:5406.00 total_reward_ma:3749.69 loss:-9.813 fps:131.7 +frame:1.96e+06 wall_t:14884 t:122500 epi:nan +opt_step:367314 lr:0.0003 alpha:0.02708 +2026-02-13 08:11:26 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:5471.00 total_reward_ma:3780.94 loss:-10.1 fps:131.7 +frame:1.97e+06 wall_t:14959 t:123125 epi:nan +opt_step:369189 lr:0.0003 alpha:0.02718 +2026-02-13 08:12:41 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:5512.00 total_reward_ma:3811.50 loss:-10.07 fps:131.7 +frame:1.98e+06 wall_t:15034 t:123750 epi:nan +opt_step:371064 lr:0.0003 alpha:0.02743 +2026-02-13 08:13:56 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:5452.00 total_reward_ma:3841.05 loss:-9.956 fps:131.7 +frame:1.99e+06 wall_t:15110 t:124375 epi:nan +opt_step:372939 lr:0.0003 alpha:0.02705 +2026-02-13 08:15:11 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_stargunner_t0_s1 [train] +total_reward:5544.00 total_reward_ma:3872.01 loss:-9.925 fps:131.7 +frame:2.00e+06 wall_t:15184 t:125000 epi:nan +opt_step:374814 lr:0.0003 alpha:0.02763 +2026-02-13 08:15:11 | INFO | PID:1419 | slm_lab.lib.logger:info | Session 1 done diff --git a/data/sac_atari_stargunner_2026_02_13_040158/log/sac_atari_stargunner_t0_s2.log b/data/sac_atari_stargunner_2026_02_13_040158/log/sac_atari_stargunner_t0_s2.log new file mode 100644 index 0000000000000000000000000000000000000000..cb7d2e03679190fae44e4480ad5d44576133b507 --- /dev/null +++ b/data/sac_atari_stargunner_2026_02_13_040158/log/sac_atari_stargunner_t0_s2.log @@ -0,0 +1,802 @@ +2026-02-13 04:02:04 | INFO | PID:1420 | slm_lab.env:_make_vector_env | AtariVectorEnv: 16 envs, native preprocessing +2026-02-13 04:03:56 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:300.00 total_reward_ma:300.00 loss:-17.68 fps:90.91 +frame:1.00e+04 wall_t:110 t:625 epi:nan +opt_step:1689 lr:0.0003 alpha:0.6313 +2026-02-13 04:05:11 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:653.85 total_reward_ma:476.92 loss:-27.6 fps:108.1 +frame:2.00e+04 wall_t:185 t:1250 epi:nan +opt_step:3564 lr:0.0003 alpha:0.4038 +2026-02-13 04:06:27 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:618.18 total_reward_ma:524.01 loss:-32.94 fps:114.9 +frame:3.00e+04 wall_t:261 t:1875 epi:nan +opt_step:5439 lr:0.0003 alpha:0.2646 +2026-02-13 04:07:44 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:600.00 total_reward_ma:543.01 loss:-35.13 fps:118.3 +frame:4.00e+04 wall_t:338 t:2500 epi:nan +opt_step:7314 lr:0.0003 alpha:0.1748 +2026-02-13 04:09:01 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:604.88 total_reward_ma:555.38 loss:-34.81 fps:120.8 +frame:5.00e+04 wall_t:414 t:3125 epi:nan +opt_step:9189 lr:0.0003 alpha:0.116 +2026-02-13 04:10:17 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:608.00 total_reward_ma:564.15 loss:-34.22 fps:122.4 +frame:6.00e+04 wall_t:490 t:3750 epi:nan +opt_step:11064 lr:0.0003 alpha:0.07719 +2026-02-13 04:11:33 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:600.00 total_reward_ma:569.27 loss:-32.89 fps:123.7 +frame:7.00e+04 wall_t:566 t:4375 epi:nan +opt_step:12939 lr:0.0003 alpha:0.05155 +2026-02-13 04:12:48 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:606.15 total_reward_ma:573.88 loss:-30.28 fps:124.6 +frame:8.00e+04 wall_t:642 t:5000 epi:nan +opt_step:14814 lr:0.0003 alpha:0.03464 +2026-02-13 04:14:04 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:639.24 total_reward_ma:581.14 loss:-28.67 fps:125.3 +frame:9.00e+04 wall_t:718 t:5625 epi:nan +opt_step:16689 lr:0.0003 alpha:0.02348 +2026-02-13 04:15:20 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:653.93 total_reward_ma:588.42 loss:-26.42 fps:125.9 +frame:1.00e+05 wall_t:794 t:6250 epi:nan +opt_step:18564 lr:0.0003 alpha:0.01615 +2026-02-13 04:16:36 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:652.58 total_reward_ma:594.26 loss:-24.79 fps:126.4 +frame:1.10e+05 wall_t:870 t:6875 epi:nan +opt_step:20439 lr:0.0003 alpha:0.01138 +2026-02-13 04:17:52 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:655.00 total_reward_ma:599.32 loss:-22.5 fps:126.8 +frame:1.20e+05 wall_t:946 t:7500 epi:nan +opt_step:22314 lr:0.0003 alpha:0.0083 +2026-02-13 04:19:08 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:650.00 total_reward_ma:603.22 loss:-20.71 fps:127.3 +frame:1.30e+05 wall_t:1021 t:8125 epi:nan +opt_step:24189 lr:0.0003 alpha:0.006738 +2026-02-13 04:20:24 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:652.00 total_reward_ma:606.70 loss:-19.23 fps:127.6 +frame:1.40e+05 wall_t:1097 t:8750 epi:nan +opt_step:26064 lr:0.0003 alpha:0.006738 +2026-02-13 04:21:40 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:647.00 total_reward_ma:609.39 loss:-17.7 fps:127.9 +frame:1.50e+05 wall_t:1173 t:9375 epi:nan +opt_step:27939 lr:0.0003 alpha:0.006738 +2026-02-13 04:22:56 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:664.00 total_reward_ma:612.80 loss:-16.36 fps:128 +frame:1.60e+05 wall_t:1250 t:10000 epi:nan +opt_step:29814 lr:0.0003 alpha:0.006738 +2026-02-13 04:24:12 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:665.00 total_reward_ma:615.87 loss:-14.96 fps:128.2 +frame:1.70e+05 wall_t:1326 t:10625 epi:nan +opt_step:31689 lr:0.0003 alpha:0.006738 +2026-02-13 04:25:28 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:669.00 total_reward_ma:618.82 loss:-13.82 fps:128.5 +frame:1.80e+05 wall_t:1401 t:11250 epi:nan +opt_step:33564 lr:0.0003 alpha:0.006738 +2026-02-13 04:26:44 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:631.00 total_reward_ma:619.46 loss:-12.78 fps:128.6 +frame:1.90e+05 wall_t:1477 t:11875 epi:nan +opt_step:35439 lr:0.0003 alpha:0.006738 +2026-02-13 04:28:00 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:636.00 total_reward_ma:620.29 loss:-11.95 fps:128.7 +frame:2.00e+05 wall_t:1554 t:12500 epi:nan +opt_step:37314 lr:0.0003 alpha:0.006738 +2026-02-13 04:29:16 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:628.00 total_reward_ma:620.66 loss:-10.98 fps:128.9 +frame:2.10e+05 wall_t:1629 t:13125 epi:nan +opt_step:39189 lr:0.0003 alpha:0.006738 +2026-02-13 04:30:31 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:616.00 total_reward_ma:620.45 loss:-10.36 fps:129 +frame:2.20e+05 wall_t:1705 t:13750 epi:nan +opt_step:41064 lr:0.0003 alpha:0.006738 +2026-02-13 04:31:47 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:602.00 total_reward_ma:619.64 loss:-9.663 fps:129.1 +frame:2.30e+05 wall_t:1781 t:14375 epi:nan +opt_step:42939 lr:0.0003 alpha:0.006738 +2026-02-13 04:33:03 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:608.00 total_reward_ma:619.16 loss:-8.937 fps:129.2 +frame:2.40e+05 wall_t:1857 t:15000 epi:nan +opt_step:44814 lr:0.0003 alpha:0.006738 +2026-02-13 04:34:19 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:601.00 total_reward_ma:618.43 loss:-8.274 fps:129.3 +frame:2.50e+05 wall_t:1933 t:15625 epi:nan +opt_step:46689 lr:0.0003 alpha:0.006738 +2026-02-13 04:35:35 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:600.00 total_reward_ma:617.72 loss:-7.947 fps:129.5 +frame:2.60e+05 wall_t:2008 t:16250 epi:nan +opt_step:48564 lr:0.0003 alpha:0.007122 +2026-02-13 04:36:51 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:602.00 total_reward_ma:617.14 loss:-7.573 fps:129.6 +frame:2.70e+05 wall_t:2084 t:16875 epi:nan +opt_step:50439 lr:0.0003 alpha:0.008263 +2026-02-13 04:38:07 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:587.00 total_reward_ma:616.06 loss:-7.081 fps:129.6 +frame:2.80e+05 wall_t:2161 t:17500 epi:nan +opt_step:52314 lr:0.0003 alpha:0.009501 +2026-02-13 04:39:23 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:569.00 total_reward_ma:614.44 loss:-6.856 fps:129.6 +frame:2.90e+05 wall_t:2237 t:18125 epi:nan +opt_step:54189 lr:0.0003 alpha:0.01167 +2026-02-13 04:40:39 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:582.00 total_reward_ma:613.36 loss:-6.452 fps:129.8 +frame:3.00e+05 wall_t:2312 t:18750 epi:nan +opt_step:56064 lr:0.0003 alpha:0.01153 +2026-02-13 04:41:54 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:583.00 total_reward_ma:612.38 loss:-6.152 fps:129.9 +frame:3.10e+05 wall_t:2387 t:19375 epi:nan +opt_step:57939 lr:0.0003 alpha:0.01038 +2026-02-13 04:43:10 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:562.00 total_reward_ma:610.81 loss:-6.155 fps:129.9 +frame:3.20e+05 wall_t:2463 t:20000 epi:nan +opt_step:59814 lr:0.0003 alpha:0.009743 +2026-02-13 04:44:26 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:557.00 total_reward_ma:609.18 loss:-5.773 fps:130 +frame:3.30e+05 wall_t:2539 t:20625 epi:nan +opt_step:61689 lr:0.0003 alpha:0.00816 +2026-02-13 04:45:41 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:538.00 total_reward_ma:607.08 loss:-5.478 fps:130 +frame:3.40e+05 wall_t:2615 t:21250 epi:nan +opt_step:63564 lr:0.0003 alpha:0.007426 +2026-02-13 04:46:56 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:526.00 total_reward_ma:604.77 loss:-5.131 fps:130.1 +frame:3.50e+05 wall_t:2690 t:21875 epi:nan +opt_step:65439 lr:0.0003 alpha:0.006738 +2026-02-13 04:48:11 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:531.00 total_reward_ma:602.72 loss:-5.014 fps:130.2 +frame:3.60e+05 wall_t:2765 t:22500 epi:nan +opt_step:67314 lr:0.0003 alpha:0.006738 +2026-02-13 04:49:27 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:525.00 total_reward_ma:600.62 loss:-4.711 fps:130.2 +frame:3.70e+05 wall_t:2841 t:23125 epi:nan +opt_step:69189 lr:0.0003 alpha:0.006738 +2026-02-13 04:50:43 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:498.00 total_reward_ma:597.92 loss:-4.541 fps:130.3 +frame:3.80e+05 wall_t:2916 t:23750 epi:nan +opt_step:71064 lr:0.0003 alpha:0.006738 +2026-02-13 04:51:58 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:514.00 total_reward_ma:595.76 loss:-4.322 fps:130.3 +frame:3.90e+05 wall_t:2992 t:24375 epi:nan +opt_step:72939 lr:0.0003 alpha:0.006738 +2026-02-13 04:53:15 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:530.00 total_reward_ma:594.12 loss:-3.987 fps:130.4 +frame:4.00e+05 wall_t:3068 t:25000 epi:nan +opt_step:74814 lr:0.0003 alpha:0.006738 +2026-02-13 04:54:30 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:543.00 total_reward_ma:592.87 loss:-3.833 fps:130.4 +frame:4.10e+05 wall_t:3144 t:25625 epi:nan +opt_step:76689 lr:0.0003 alpha:0.006738 +2026-02-13 04:55:45 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:558.00 total_reward_ma:592.04 loss:-3.624 fps:130.5 +frame:4.20e+05 wall_t:3219 t:26250 epi:nan +opt_step:78564 lr:0.0003 alpha:0.006738 +2026-02-13 04:57:01 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:564.00 total_reward_ma:591.39 loss:-3.563 fps:130.5 +frame:4.30e+05 wall_t:3295 t:26875 epi:nan +opt_step:80439 lr:0.0003 alpha:0.006738 +2026-02-13 04:58:17 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:582.00 total_reward_ma:591.18 loss:-3.336 fps:130.6 +frame:4.40e+05 wall_t:3370 t:27500 epi:nan +opt_step:82314 lr:0.0003 alpha:0.006738 +2026-02-13 04:59:33 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:612.00 total_reward_ma:591.64 loss:-3.278 fps:130.6 +frame:4.50e+05 wall_t:3446 t:28125 epi:nan +opt_step:84189 lr:0.0003 alpha:0.006738 +2026-02-13 05:00:47 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:619.00 total_reward_ma:592.23 loss:-3.06 fps:130.6 +frame:4.60e+05 wall_t:3521 t:28750 epi:nan +opt_step:86064 lr:0.0003 alpha:0.006738 +2026-02-13 05:02:03 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:632.00 total_reward_ma:593.08 loss:-2.963 fps:130.7 +frame:4.70e+05 wall_t:3596 t:29375 epi:nan +opt_step:87939 lr:0.0003 alpha:0.006738 +2026-02-13 05:03:19 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:644.00 total_reward_ma:594.14 loss:-2.955 fps:130.7 +frame:4.80e+05 wall_t:3673 t:30000 epi:nan +opt_step:89814 lr:0.0003 alpha:0.006815 +2026-02-13 05:04:35 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:660.00 total_reward_ma:595.49 loss:-2.885 fps:130.7 +frame:4.90e+05 wall_t:3748 t:30625 epi:nan +opt_step:91689 lr:0.0003 alpha:0.00719 +2026-02-13 05:05:51 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:667.00 total_reward_ma:596.92 loss:-2.878 fps:130.7 +frame:5.00e+05 wall_t:3825 t:31250 epi:nan +opt_step:93564 lr:0.0003 alpha:0.007025 +2026-02-13 05:07:07 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:645.00 total_reward_ma:597.86 loss:-2.81 fps:130.8 +frame:5.10e+05 wall_t:3900 t:31875 epi:nan +opt_step:95439 lr:0.0003 alpha:0.007512 +2026-02-13 05:08:22 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:622.00 total_reward_ma:598.32 loss:-2.822 fps:130.8 +frame:5.20e+05 wall_t:3976 t:32500 epi:nan +opt_step:97314 lr:0.0003 alpha:0.007883 +2026-02-13 05:09:40 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:617.00 total_reward_ma:598.68 loss:-2.696 fps:130.8 +frame:5.30e+05 wall_t:4053 t:33125 epi:nan +opt_step:99189 lr:0.0003 alpha:0.008249 +2026-02-13 05:10:58 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:594.00 total_reward_ma:598.59 loss:-2.684 fps:130.7 +frame:5.40e+05 wall_t:4131 t:33750 epi:nan +opt_step:101064 lr:0.0003 alpha:0.008428 +2026-02-13 05:12:13 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:591.00 total_reward_ma:598.45 loss:-2.76 fps:130.7 +frame:5.50e+05 wall_t:4207 t:34375 epi:nan +opt_step:102939 lr:0.0003 alpha:0.008758 +2026-02-13 05:13:29 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:603.00 total_reward_ma:598.53 loss:-2.709 fps:130.7 +frame:5.60e+05 wall_t:4283 t:35000 epi:nan +opt_step:104814 lr:0.0003 alpha:0.009039 +2026-02-13 05:14:45 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:609.00 total_reward_ma:598.72 loss:-2.713 fps:130.8 +frame:5.70e+05 wall_t:4359 t:35625 epi:nan +opt_step:106689 lr:0.0003 alpha:0.009274 +2026-02-13 05:16:01 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:613.00 total_reward_ma:598.96 loss:-2.817 fps:130.8 +frame:5.80e+05 wall_t:4435 t:36250 epi:nan +opt_step:108564 lr:0.0003 alpha:0.009305 +2026-02-13 05:17:17 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:653.00 total_reward_ma:599.88 loss:-2.758 fps:130.8 +frame:5.90e+05 wall_t:4511 t:36875 epi:nan +opt_step:110439 lr:0.0003 alpha:0.009458 +2026-02-13 05:18:33 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:693.00 total_reward_ma:601.43 loss:-2.758 fps:130.8 +frame:6.00e+05 wall_t:4586 t:37500 epi:nan +opt_step:112314 lr:0.0003 alpha:0.009781 +2026-02-13 05:19:48 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:711.00 total_reward_ma:603.23 loss:-2.852 fps:130.8 +frame:6.10e+05 wall_t:4662 t:38125 epi:nan +opt_step:114189 lr:0.0003 alpha:0.00985 +2026-02-13 05:21:04 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:713.00 total_reward_ma:605.00 loss:-2.89 fps:130.9 +frame:6.20e+05 wall_t:4738 t:38750 epi:nan +opt_step:116064 lr:0.0003 alpha:0.01022 +2026-02-13 05:22:20 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:755.00 total_reward_ma:607.38 loss:-2.938 fps:130.9 +frame:6.30e+05 wall_t:4814 t:39375 epi:nan +opt_step:117939 lr:0.0003 alpha:0.01094 +2026-02-13 05:23:37 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:807.00 total_reward_ma:610.50 loss:-2.998 fps:130.9 +frame:6.40e+05 wall_t:4891 t:40000 epi:nan +opt_step:119814 lr:0.0003 alpha:0.01123 +2026-02-13 05:24:53 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:841.00 total_reward_ma:614.04 loss:-3.049 fps:130.9 +frame:6.50e+05 wall_t:4967 t:40625 epi:nan +opt_step:121689 lr:0.0003 alpha:0.0115 +2026-02-13 05:26:09 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:898.00 total_reward_ma:618.35 loss:-3.16 fps:130.9 +frame:6.60e+05 wall_t:5043 t:41250 epi:nan +opt_step:123564 lr:0.0003 alpha:0.01155 +2026-02-13 05:27:25 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:975.00 total_reward_ma:623.67 loss:-3.201 fps:130.9 +frame:6.70e+05 wall_t:5118 t:41875 epi:nan +opt_step:125439 lr:0.0003 alpha:0.01206 +2026-02-13 05:28:40 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:979.00 total_reward_ma:628.89 loss:-3.306 fps:130.9 +frame:6.80e+05 wall_t:5194 t:42500 epi:nan +opt_step:127314 lr:0.0003 alpha:0.01278 +2026-02-13 05:29:56 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:986.00 total_reward_ma:634.07 loss:-3.361 fps:130.9 +frame:6.90e+05 wall_t:5270 t:43125 epi:nan +opt_step:129189 lr:0.0003 alpha:0.01287 +2026-02-13 05:31:11 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:982.00 total_reward_ma:639.04 loss:-3.456 fps:131 +frame:7.00e+05 wall_t:5345 t:43750 epi:nan +opt_step:131064 lr:0.0003 alpha:0.0135 +2026-02-13 05:32:27 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:1096.00 total_reward_ma:645.48 loss:-3.547 fps:131 +frame:7.10e+05 wall_t:5421 t:44375 epi:nan +opt_step:132939 lr:0.0003 alpha:0.01402 +2026-02-13 05:33:43 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:1092.00 total_reward_ma:651.68 loss:-3.655 fps:131 +frame:7.20e+05 wall_t:5496 t:45000 epi:nan +opt_step:134814 lr:0.0003 alpha:0.01425 +2026-02-13 05:34:58 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:1104.00 total_reward_ma:657.87 loss:-3.772 fps:131 +frame:7.30e+05 wall_t:5572 t:45625 epi:nan +opt_step:136689 lr:0.0003 alpha:0.01431 +2026-02-13 05:36:14 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:1138.00 total_reward_ma:664.36 loss:-3.917 fps:131 +frame:7.40e+05 wall_t:5648 t:46250 epi:nan +opt_step:138564 lr:0.0003 alpha:0.01494 +2026-02-13 05:37:30 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:1204.00 total_reward_ma:671.56 loss:-4.035 fps:131.1 +frame:7.50e+05 wall_t:5723 t:46875 epi:nan +opt_step:140439 lr:0.0003 alpha:0.01504 +2026-02-13 05:38:45 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:1223.00 total_reward_ma:678.81 loss:-4.105 fps:131.1 +frame:7.60e+05 wall_t:5799 t:47500 epi:nan +opt_step:142314 lr:0.0003 alpha:0.01546 +2026-02-13 05:40:02 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:1233.00 total_reward_ma:686.01 loss:-4.209 fps:131.1 +frame:7.70e+05 wall_t:5875 t:48125 epi:nan +opt_step:144189 lr:0.0003 alpha:0.01582 +2026-02-13 05:41:18 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:1214.00 total_reward_ma:692.78 loss:-4.232 fps:131 +frame:7.80e+05 wall_t:5952 t:48750 epi:nan +opt_step:146064 lr:0.0003 alpha:0.0159 +2026-02-13 05:42:34 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:1326.00 total_reward_ma:700.80 loss:-4.401 fps:131.1 +frame:7.90e+05 wall_t:6027 t:49375 epi:nan +opt_step:147939 lr:0.0003 alpha:0.01611 +2026-02-13 05:43:49 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:1332.00 total_reward_ma:708.69 loss:-4.474 fps:131.1 +frame:8.00e+05 wall_t:6103 t:50000 epi:nan +opt_step:149814 lr:0.0003 alpha:0.01645 +2026-02-13 05:45:04 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:1329.00 total_reward_ma:716.34 loss:-4.608 fps:131.1 +frame:8.10e+05 wall_t:6178 t:50625 epi:nan +opt_step:151689 lr:0.0003 alpha:0.01689 +2026-02-13 05:46:19 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:1369.00 total_reward_ma:724.30 loss:-4.698 fps:131.1 +frame:8.20e+05 wall_t:6253 t:51250 epi:nan +opt_step:153564 lr:0.0003 alpha:0.01702 +2026-02-13 05:47:35 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:1456.00 total_reward_ma:733.12 loss:-4.889 fps:131.2 +frame:8.30e+05 wall_t:6328 t:51875 epi:nan +opt_step:155439 lr:0.0003 alpha:0.01708 +2026-02-13 05:48:50 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:1482.00 total_reward_ma:742.03 loss:-4.948 fps:131.2 +frame:8.40e+05 wall_t:6404 t:52500 epi:nan +opt_step:157314 lr:0.0003 alpha:0.01723 +2026-02-13 05:50:06 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:1450.00 total_reward_ma:750.36 loss:-4.986 fps:131.2 +frame:8.50e+05 wall_t:6479 t:53125 epi:nan +opt_step:159189 lr:0.0003 alpha:0.01717 +2026-02-13 05:51:21 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:1437.00 total_reward_ma:758.35 loss:-5.119 fps:131.2 +frame:8.60e+05 wall_t:6555 t:53750 epi:nan +opt_step:161064 lr:0.0003 alpha:0.01744 +2026-02-13 05:52:36 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:1469.00 total_reward_ma:766.52 loss:-5.176 fps:131.2 +frame:8.70e+05 wall_t:6630 t:54375 epi:nan +opt_step:162939 lr:0.0003 alpha:0.01752 +2026-02-13 05:53:52 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:1570.00 total_reward_ma:775.65 loss:-5.381 fps:131.2 +frame:8.80e+05 wall_t:6706 t:55000 epi:nan +opt_step:164814 lr:0.0003 alpha:0.01792 +2026-02-13 05:55:08 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:1576.00 total_reward_ma:784.64 loss:-5.419 fps:131.2 +frame:8.90e+05 wall_t:6782 t:55625 epi:nan +opt_step:166689 lr:0.0003 alpha:0.01832 +2026-02-13 05:56:23 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:1671.00 total_reward_ma:794.49 loss:-5.378 fps:131.3 +frame:9.00e+05 wall_t:6857 t:56250 epi:nan +opt_step:168564 lr:0.0003 alpha:0.01839 +2026-02-13 05:57:38 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:1727.00 total_reward_ma:804.73 loss:-5.601 fps:131.3 +frame:9.10e+05 wall_t:6932 t:56875 epi:nan +opt_step:170439 lr:0.0003 alpha:0.01881 +2026-02-13 05:58:54 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:1682.00 total_reward_ma:814.27 loss:-5.711 fps:131.3 +frame:9.20e+05 wall_t:7007 t:57500 epi:nan +opt_step:172314 lr:0.0003 alpha:0.01903 +2026-02-13 06:00:10 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:1649.00 total_reward_ma:823.25 loss:-5.748 fps:131.3 +frame:9.30e+05 wall_t:7084 t:58125 epi:nan +opt_step:174189 lr:0.0003 alpha:0.01947 +2026-02-13 06:01:27 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:1729.00 total_reward_ma:832.88 loss:-5.873 fps:131.3 +frame:9.40e+05 wall_t:7160 t:58750 epi:nan +opt_step:176064 lr:0.0003 alpha:0.01943 +2026-02-13 06:02:42 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:1756.00 total_reward_ma:842.60 loss:-5.855 fps:131.3 +frame:9.50e+05 wall_t:7236 t:59375 epi:nan +opt_step:177939 lr:0.0003 alpha:0.02014 +2026-02-13 06:03:58 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:1775.00 total_reward_ma:852.31 loss:-5.98 fps:131.3 +frame:9.60e+05 wall_t:7312 t:60000 epi:nan +opt_step:179814 lr:0.0003 alpha:0.02058 +2026-02-13 06:05:14 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:1802.00 total_reward_ma:862.10 loss:-6.161 fps:131.3 +frame:9.70e+05 wall_t:7388 t:60625 epi:nan +opt_step:181689 lr:0.0003 alpha:0.02091 +2026-02-13 06:06:30 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:1973.00 total_reward_ma:873.44 loss:-6.287 fps:131.3 +frame:9.80e+05 wall_t:7463 t:61250 epi:nan +opt_step:183564 lr:0.0003 alpha:0.02122 +2026-02-13 06:07:45 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:2004.00 total_reward_ma:884.86 loss:-6.243 fps:131.3 +frame:9.90e+05 wall_t:7538 t:61875 epi:nan +opt_step:185439 lr:0.0003 alpha:0.02181 +2026-02-13 06:09:00 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:1939.00 total_reward_ma:895.40 loss:-6.471 fps:131.3 +frame:1.00e+06 wall_t:7614 t:62500 epi:nan +opt_step:187314 lr:0.0003 alpha:0.0223 +2026-02-13 06:10:15 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:1917.00 total_reward_ma:911.57 loss:-6.408 fps:131.4 +frame:1.01e+06 wall_t:7689 t:63125 epi:nan +opt_step:189189 lr:0.0003 alpha:0.02263 +2026-02-13 06:11:31 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:2053.00 total_reward_ma:925.56 loss:-6.437 fps:131.4 +frame:1.02e+06 wall_t:7764 t:63750 epi:nan +opt_step:191064 lr:0.0003 alpha:0.02273 +2026-02-13 06:12:46 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:2117.00 total_reward_ma:940.55 loss:-6.799 fps:131.4 +frame:1.03e+06 wall_t:7840 t:64375 epi:nan +opt_step:192939 lr:0.0003 alpha:0.02335 +2026-02-13 06:14:02 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:2256.00 total_reward_ma:957.11 loss:-6.786 fps:131.4 +frame:1.04e+06 wall_t:7915 t:65000 epi:nan +opt_step:194814 lr:0.0003 alpha:0.0238 +2026-02-13 06:15:17 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:2344.00 total_reward_ma:974.50 loss:-6.923 fps:131.4 +frame:1.05e+06 wall_t:7991 t:65625 epi:nan +opt_step:196689 lr:0.0003 alpha:0.02428 +2026-02-13 06:16:33 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:2335.00 total_reward_ma:991.77 loss:-7.008 fps:131.4 +frame:1.06e+06 wall_t:8066 t:66250 epi:nan +opt_step:198564 lr:0.0003 alpha:0.02434 +2026-02-13 06:17:48 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:2393.00 total_reward_ma:1009.70 loss:-6.959 fps:131.4 +frame:1.07e+06 wall_t:8142 t:66875 epi:nan +opt_step:200439 lr:0.0003 alpha:0.02471 +2026-02-13 06:19:04 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:2428.00 total_reward_ma:1027.92 loss:-7.218 fps:131.4 +frame:1.08e+06 wall_t:8218 t:67500 epi:nan +opt_step:202314 lr:0.0003 alpha:0.02475 +2026-02-13 06:20:20 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:2456.00 total_reward_ma:1046.09 loss:-7.404 fps:131.4 +frame:1.09e+06 wall_t:8293 t:68125 epi:nan +opt_step:204189 lr:0.0003 alpha:0.02505 +2026-02-13 06:21:35 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:2502.00 total_reward_ma:1064.57 loss:-7.492 fps:131.4 +frame:1.10e+06 wall_t:8369 t:68750 epi:nan +opt_step:206064 lr:0.0003 alpha:0.02486 +2026-02-13 06:22:51 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:2570.00 total_reward_ma:1083.74 loss:-7.469 fps:131.4 +frame:1.11e+06 wall_t:8445 t:69375 epi:nan +opt_step:207939 lr:0.0003 alpha:0.02523 +2026-02-13 06:24:07 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:2630.00 total_reward_ma:1103.49 loss:-7.547 fps:131.5 +frame:1.12e+06 wall_t:8520 t:70000 epi:nan +opt_step:209814 lr:0.0003 alpha:0.02545 +2026-02-13 06:25:22 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:2588.00 total_reward_ma:1122.87 loss:-7.632 fps:131.5 +frame:1.13e+06 wall_t:8596 t:70625 epi:nan +opt_step:211689 lr:0.0003 alpha:0.02532 +2026-02-13 06:26:38 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:2589.00 total_reward_ma:1142.24 loss:-7.661 fps:131.5 +frame:1.14e+06 wall_t:8671 t:71250 epi:nan +opt_step:213564 lr:0.0003 alpha:0.02543 +2026-02-13 06:27:53 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:2571.00 total_reward_ma:1161.48 loss:-7.776 fps:131.5 +frame:1.15e+06 wall_t:8747 t:71875 epi:nan +opt_step:215439 lr:0.0003 alpha:0.02582 +2026-02-13 06:29:08 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:2602.00 total_reward_ma:1180.86 loss:-7.938 fps:131.5 +frame:1.16e+06 wall_t:8822 t:72500 epi:nan +opt_step:217314 lr:0.0003 alpha:0.02597 +2026-02-13 06:30:24 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:2722.00 total_reward_ma:1201.43 loss:-7.959 fps:131.5 +frame:1.17e+06 wall_t:8897 t:73125 epi:nan +opt_step:219189 lr:0.0003 alpha:0.0257 +2026-02-13 06:31:40 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:2717.00 total_reward_ma:1221.91 loss:-8.063 fps:131.5 +frame:1.18e+06 wall_t:8973 t:73750 epi:nan +opt_step:221064 lr:0.0003 alpha:0.02549 +2026-02-13 06:32:54 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:2782.00 total_reward_ma:1243.42 loss:-8.374 fps:131.5 +frame:1.19e+06 wall_t:9048 t:74375 epi:nan +opt_step:222939 lr:0.0003 alpha:0.02571 +2026-02-13 06:34:10 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:2843.00 total_reward_ma:1265.49 loss:-8.24 fps:131.5 +frame:1.20e+06 wall_t:9124 t:75000 epi:nan +opt_step:224814 lr:0.0003 alpha:0.02555 +2026-02-13 06:35:26 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:2865.00 total_reward_ma:1287.86 loss:-7.924 fps:131.5 +frame:1.21e+06 wall_t:9200 t:75625 epi:nan +opt_step:226689 lr:0.0003 alpha:0.02579 +2026-02-13 06:36:42 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:2889.00 total_reward_ma:1310.59 loss:-8.44 fps:131.5 +frame:1.22e+06 wall_t:9276 t:76250 epi:nan +opt_step:228564 lr:0.0003 alpha:0.02584 +2026-02-13 06:37:58 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:2930.00 total_reward_ma:1333.87 loss:-8.473 fps:131.5 +frame:1.23e+06 wall_t:9352 t:76875 epi:nan +opt_step:230439 lr:0.0003 alpha:0.02552 +2026-02-13 06:39:14 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:2955.00 total_reward_ma:1357.34 loss:-8.384 fps:131.5 +frame:1.24e+06 wall_t:9428 t:77500 epi:nan +opt_step:232314 lr:0.0003 alpha:0.02594 +2026-02-13 06:40:30 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:3026.00 total_reward_ma:1381.59 loss:-8.434 fps:131.5 +frame:1.25e+06 wall_t:9503 t:78125 epi:nan +opt_step:234189 lr:0.0003 alpha:0.02581 +2026-02-13 06:41:45 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:3010.00 total_reward_ma:1405.69 loss:-8.433 fps:131.5 +frame:1.26e+06 wall_t:9579 t:78750 epi:nan +opt_step:236064 lr:0.0003 alpha:0.02587 +2026-02-13 06:43:01 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:3076.00 total_reward_ma:1430.43 loss:-8.532 fps:131.6 +frame:1.27e+06 wall_t:9654 t:79375 epi:nan +opt_step:237939 lr:0.0003 alpha:0.02568 +2026-02-13 06:44:16 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:3046.00 total_reward_ma:1455.02 loss:-8.36 fps:131.6 +frame:1.28e+06 wall_t:9730 t:80000 epi:nan +opt_step:239814 lr:0.0003 alpha:0.02536 +2026-02-13 06:45:32 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:3036.00 total_reward_ma:1479.69 loss:-8.674 fps:131.6 +frame:1.29e+06 wall_t:9805 t:80625 epi:nan +opt_step:241689 lr:0.0003 alpha:0.02564 +2026-02-13 06:46:48 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:3127.00 total_reward_ma:1505.14 loss:-8.693 fps:131.6 +frame:1.30e+06 wall_t:9882 t:81250 epi:nan +opt_step:243564 lr:0.0003 alpha:0.02554 +2026-02-13 06:48:04 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:3065.00 total_reward_ma:1529.96 loss:-8.57 fps:131.6 +frame:1.31e+06 wall_t:9958 t:81875 epi:nan +opt_step:245439 lr:0.0003 alpha:0.02578 +2026-02-13 06:49:20 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:3063.00 total_reward_ma:1554.97 loss:-8.581 fps:131.6 +frame:1.32e+06 wall_t:10034 t:82500 epi:nan +opt_step:247314 lr:0.0003 alpha:0.02552 +2026-02-13 06:50:36 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:3041.00 total_reward_ma:1579.81 loss:-8.589 fps:131.6 +frame:1.33e+06 wall_t:10110 t:83125 epi:nan +opt_step:249189 lr:0.0003 alpha:0.02535 +2026-02-13 06:51:51 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:3137.00 total_reward_ma:1605.80 loss:-8.782 fps:131.6 +frame:1.34e+06 wall_t:10185 t:83750 epi:nan +opt_step:251064 lr:0.0003 alpha:0.02547 +2026-02-13 06:53:07 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:3090.00 total_reward_ma:1631.44 loss:-8.631 fps:131.6 +frame:1.35e+06 wall_t:10261 t:84375 epi:nan +opt_step:252939 lr:0.0003 alpha:0.0255 +2026-02-13 06:54:23 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:3094.00 total_reward_ma:1657.07 loss:-8.584 fps:131.6 +frame:1.36e+06 wall_t:10336 t:85000 epi:nan +opt_step:254814 lr:0.0003 alpha:0.0258 +2026-02-13 06:55:39 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:3113.00 total_reward_ma:1682.95 loss:-8.537 fps:131.6 +frame:1.37e+06 wall_t:10413 t:85625 epi:nan +opt_step:256689 lr:0.0003 alpha:0.02515 +2026-02-13 06:56:54 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:3152.00 total_reward_ma:1709.49 loss:-8.674 fps:131.6 +frame:1.38e+06 wall_t:10488 t:86250 epi:nan +opt_step:258564 lr:0.0003 alpha:0.0254 +2026-02-13 06:58:10 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:3250.00 total_reward_ma:1736.85 loss:-8.768 fps:131.6 +frame:1.39e+06 wall_t:10564 t:86875 epi:nan +opt_step:260439 lr:0.0003 alpha:0.02569 +2026-02-13 06:59:27 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:3182.00 total_reward_ma:1763.37 loss:-8.747 fps:131.6 +frame:1.40e+06 wall_t:10641 t:87500 epi:nan +opt_step:262314 lr:0.0003 alpha:0.0258 +2026-02-13 07:00:43 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:3240.00 total_reward_ma:1790.34 loss:-8.533 fps:131.6 +frame:1.41e+06 wall_t:10716 t:88125 epi:nan +opt_step:264189 lr:0.0003 alpha:0.02563 +2026-02-13 07:01:59 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:3338.00 total_reward_ma:1818.14 loss:-8.951 fps:131.6 +frame:1.42e+06 wall_t:10792 t:88750 epi:nan +opt_step:266064 lr:0.0003 alpha:0.02592 +2026-02-13 07:03:14 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:3268.00 total_reward_ma:1845.18 loss:-8.454 fps:131.6 +frame:1.43e+06 wall_t:10868 t:89375 epi:nan +opt_step:267939 lr:0.0003 alpha:0.02577 +2026-02-13 07:04:29 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:3350.00 total_reward_ma:1872.86 loss:-8.85 fps:131.6 +frame:1.44e+06 wall_t:10943 t:90000 epi:nan +opt_step:269814 lr:0.0003 alpha:0.02579 +2026-02-13 07:05:45 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:3330.00 total_reward_ma:1900.04 loss:-8.805 fps:131.6 +frame:1.45e+06 wall_t:11018 t:90625 epi:nan +opt_step:271689 lr:0.0003 alpha:0.02596 +2026-02-13 07:07:00 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:3459.00 total_reward_ma:1928.44 loss:-8.921 fps:131.6 +frame:1.46e+06 wall_t:11094 t:91250 epi:nan +opt_step:273564 lr:0.0003 alpha:0.0256 +2026-02-13 07:08:16 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:3487.00 total_reward_ma:1956.99 loss:-8.795 fps:131.6 +frame:1.47e+06 wall_t:11170 t:91875 epi:nan +opt_step:275439 lr:0.0003 alpha:0.02584 +2026-02-13 07:09:32 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:3456.00 total_reward_ma:1985.11 loss:-8.852 fps:131.6 +frame:1.48e+06 wall_t:11245 t:92500 epi:nan +opt_step:277314 lr:0.0003 alpha:0.02559 +2026-02-13 07:10:47 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:3523.00 total_reward_ma:2013.74 loss:-8.846 fps:131.6 +frame:1.49e+06 wall_t:11321 t:93125 epi:nan +opt_step:279189 lr:0.0003 alpha:0.026 +2026-02-13 07:12:02 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:3498.00 total_reward_ma:2042.05 loss:-8.932 fps:131.6 +frame:1.50e+06 wall_t:11396 t:93750 epi:nan +opt_step:281064 lr:0.0003 alpha:0.02583 +2026-02-13 07:13:20 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:3514.00 total_reward_ma:2070.74 loss:-8.993 fps:131.6 +frame:1.51e+06 wall_t:11473 t:94375 epi:nan +opt_step:282939 lr:0.0003 alpha:0.02553 +2026-02-13 07:14:35 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:3693.00 total_reward_ma:2101.45 loss:-8.834 fps:131.6 +frame:1.52e+06 wall_t:11549 t:95000 epi:nan +opt_step:284814 lr:0.0003 alpha:0.02551 +2026-02-13 07:15:50 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:3778.00 total_reward_ma:2133.06 loss:-8.941 fps:131.6 +frame:1.53e+06 wall_t:11624 t:95625 epi:nan +opt_step:286689 lr:0.0003 alpha:0.02558 +2026-02-13 07:17:07 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:3787.00 total_reward_ma:2164.99 loss:-8.993 fps:131.6 +frame:1.54e+06 wall_t:11701 t:96250 epi:nan +opt_step:288564 lr:0.0003 alpha:0.02546 +2026-02-13 07:18:25 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:4001.00 total_reward_ma:2199.09 loss:-8.697 fps:131.6 +frame:1.55e+06 wall_t:11778 t:96875 epi:nan +opt_step:290439 lr:0.0003 alpha:0.02535 +2026-02-13 07:19:41 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:4001.00 total_reward_ma:2233.07 loss:-8.803 fps:131.6 +frame:1.56e+06 wall_t:11855 t:97500 epi:nan +opt_step:292314 lr:0.0003 alpha:0.02535 +2026-02-13 07:20:57 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:4156.00 total_reward_ma:2268.54 loss:-8.973 fps:131.6 +frame:1.57e+06 wall_t:11931 t:98125 epi:nan +opt_step:294189 lr:0.0003 alpha:0.02542 +2026-02-13 07:22:13 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:4079.00 total_reward_ma:2303.20 loss:-8.986 fps:131.6 +frame:1.58e+06 wall_t:12007 t:98750 epi:nan +opt_step:296064 lr:0.0003 alpha:0.02586 +2026-02-13 07:23:29 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:4037.00 total_reward_ma:2337.04 loss:-8.802 fps:131.6 +frame:1.59e+06 wall_t:12083 t:99375 epi:nan +opt_step:297939 lr:0.0003 alpha:0.02552 +2026-02-13 07:24:45 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:4170.00 total_reward_ma:2371.81 loss:-8.956 fps:131.6 +frame:1.60e+06 wall_t:12158 t:100000 epi:nan +opt_step:299814 lr:0.0003 alpha:0.02564 +2026-02-13 07:26:01 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:4082.00 total_reward_ma:2405.52 loss:-8.739 fps:131.6 +frame:1.61e+06 wall_t:12234 t:100625 epi:nan +opt_step:301689 lr:0.0003 alpha:0.0258 +2026-02-13 07:27:17 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:4291.00 total_reward_ma:2441.30 loss:-8.819 fps:131.6 +frame:1.62e+06 wall_t:12311 t:101250 epi:nan +opt_step:303564 lr:0.0003 alpha:0.02561 +2026-02-13 07:28:33 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:4302.00 total_reward_ma:2476.77 loss:-8.985 fps:131.6 +frame:1.63e+06 wall_t:12387 t:101875 epi:nan +opt_step:305439 lr:0.0003 alpha:0.0254 +2026-02-13 07:29:49 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:4132.00 total_reward_ma:2510.02 loss:-9.091 fps:131.6 +frame:1.64e+06 wall_t:12463 t:102500 epi:nan +opt_step:307314 lr:0.0003 alpha:0.0257 +2026-02-13 07:31:06 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:4126.00 total_reward_ma:2542.87 loss:-8.909 fps:131.6 +frame:1.65e+06 wall_t:12540 t:103125 epi:nan +opt_step:309189 lr:0.0003 alpha:0.02564 +2026-02-13 07:32:22 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:4103.00 total_reward_ma:2574.92 loss:-9.192 fps:131.6 +frame:1.66e+06 wall_t:12616 t:103750 epi:nan +opt_step:311064 lr:0.0003 alpha:0.02545 +2026-02-13 07:33:39 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:4071.00 total_reward_ma:2605.88 loss:-9.017 fps:131.6 +frame:1.67e+06 wall_t:12693 t:104375 epi:nan +opt_step:312939 lr:0.0003 alpha:0.02538 +2026-02-13 07:34:55 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:4057.00 total_reward_ma:2636.66 loss:-8.98 fps:131.6 +frame:1.68e+06 wall_t:12769 t:105000 epi:nan +opt_step:314814 lr:0.0003 alpha:0.02483 +2026-02-13 07:36:11 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:4167.00 total_reward_ma:2668.47 loss:-9.222 fps:131.6 +frame:1.69e+06 wall_t:12844 t:105625 epi:nan +opt_step:316689 lr:0.0003 alpha:0.02524 +2026-02-13 07:37:27 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:4294.00 total_reward_ma:2701.59 loss:-9.083 fps:131.6 +frame:1.70e+06 wall_t:12921 t:106250 epi:nan +opt_step:318564 lr:0.0003 alpha:0.02519 +2026-02-13 07:38:43 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:4212.00 total_reward_ma:2732.75 loss:-9.053 fps:131.6 +frame:1.71e+06 wall_t:12997 t:106875 epi:nan +opt_step:320439 lr:0.0003 alpha:0.02546 +2026-02-13 07:39:57 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:4229.00 total_reward_ma:2764.12 loss:-9.176 fps:131.6 +frame:1.72e+06 wall_t:13071 t:107500 epi:nan +opt_step:322314 lr:0.0003 alpha:0.0253 +2026-02-13 07:41:13 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:4084.00 total_reward_ma:2793.92 loss:-9.106 fps:131.6 +frame:1.73e+06 wall_t:13146 t:108125 epi:nan +opt_step:324189 lr:0.0003 alpha:0.02522 +2026-02-13 07:42:28 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:4013.00 total_reward_ma:2822.67 loss:-9.166 fps:131.6 +frame:1.74e+06 wall_t:13222 t:108750 epi:nan +opt_step:326064 lr:0.0003 alpha:0.02486 +2026-02-13 07:43:44 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:4093.00 total_reward_ma:2851.56 loss:-9.043 fps:131.6 +frame:1.75e+06 wall_t:13298 t:109375 epi:nan +opt_step:327939 lr:0.0003 alpha:0.02475 +2026-02-13 07:45:00 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:4149.00 total_reward_ma:2880.82 loss:-8.782 fps:131.6 +frame:1.76e+06 wall_t:13373 t:110000 epi:nan +opt_step:329814 lr:0.0003 alpha:0.02481 +2026-02-13 07:46:14 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:4147.00 total_reward_ma:2909.96 loss:-9.131 fps:131.6 +frame:1.77e+06 wall_t:13448 t:110625 epi:nan +opt_step:331689 lr:0.0003 alpha:0.0252 +2026-02-13 07:47:30 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:4239.00 total_reward_ma:2940.21 loss:-9.08 fps:131.6 +frame:1.78e+06 wall_t:13524 t:111250 epi:nan +opt_step:333564 lr:0.0003 alpha:0.02487 +2026-02-13 07:48:46 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:4218.00 total_reward_ma:2969.13 loss:-9.153 fps:131.6 +frame:1.79e+06 wall_t:13599 t:111875 epi:nan +opt_step:335439 lr:0.0003 alpha:0.02479 +2026-02-13 07:50:01 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:4218.00 total_reward_ma:2997.99 loss:-9.133 fps:131.6 +frame:1.80e+06 wall_t:13675 t:112500 epi:nan +opt_step:337314 lr:0.0003 alpha:0.02461 +2026-02-13 07:51:16 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:4081.00 total_reward_ma:3025.51 loss:-8.915 fps:131.6 +frame:1.81e+06 wall_t:13750 t:113125 epi:nan +opt_step:339189 lr:0.0003 alpha:0.02461 +2026-02-13 07:52:32 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:4075.00 total_reward_ma:3052.57 loss:-8.804 fps:131.6 +frame:1.82e+06 wall_t:13826 t:113750 epi:nan +opt_step:341064 lr:0.0003 alpha:0.0246 +2026-02-13 07:53:47 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:4128.00 total_reward_ma:3079.29 loss:-8.913 fps:131.6 +frame:1.83e+06 wall_t:13901 t:114375 epi:nan +opt_step:342939 lr:0.0003 alpha:0.02434 +2026-02-13 07:55:03 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:4250.00 total_reward_ma:3106.97 loss:-8.915 fps:131.7 +frame:1.84e+06 wall_t:13976 t:115000 epi:nan +opt_step:344814 lr:0.0003 alpha:0.02465 +2026-02-13 07:56:19 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:4354.00 total_reward_ma:3136.01 loss:-9.037 fps:131.7 +frame:1.85e+06 wall_t:14052 t:115625 epi:nan +opt_step:346689 lr:0.0003 alpha:0.02435 +2026-02-13 07:57:34 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:4512.00 total_reward_ma:3166.76 loss:-8.993 fps:131.7 +frame:1.86e+06 wall_t:14127 t:116250 epi:nan +opt_step:348564 lr:0.0003 alpha:0.02418 +2026-02-13 07:58:49 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:4569.00 total_reward_ma:3197.76 loss:-9.097 fps:131.7 +frame:1.87e+06 wall_t:14202 t:116875 epi:nan +opt_step:350439 lr:0.0003 alpha:0.0241 +2026-02-13 08:00:04 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:4672.00 total_reward_ma:3228.78 loss:-8.903 fps:131.7 +frame:1.88e+06 wall_t:14277 t:117500 epi:nan +opt_step:352314 lr:0.0003 alpha:0.02399 +2026-02-13 08:01:19 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:4705.00 total_reward_ma:3260.07 loss:-9.041 fps:131.7 +frame:1.89e+06 wall_t:14353 t:118125 epi:nan +opt_step:354189 lr:0.0003 alpha:0.02413 +2026-02-13 08:02:35 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:4770.00 total_reward_ma:3291.06 loss:-8.828 fps:131.7 +frame:1.90e+06 wall_t:14428 t:118750 epi:nan +opt_step:356064 lr:0.0003 alpha:0.02394 +2026-02-13 08:03:50 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:4754.00 total_reward_ma:3321.33 loss:-8.709 fps:131.7 +frame:1.91e+06 wall_t:14504 t:119375 epi:nan +opt_step:357939 lr:0.0003 alpha:0.02423 +2026-02-13 08:05:06 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:4695.00 total_reward_ma:3351.46 loss:-8.889 fps:131.7 +frame:1.92e+06 wall_t:14579 t:120000 epi:nan +opt_step:359814 lr:0.0003 alpha:0.02418 +2026-02-13 08:06:21 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:4717.00 total_reward_ma:3382.14 loss:-8.995 fps:131.7 +frame:1.93e+06 wall_t:14655 t:120625 epi:nan +opt_step:361689 lr:0.0003 alpha:0.02379 +2026-02-13 08:07:36 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:4787.00 total_reward_ma:3412.72 loss:-8.98 fps:131.7 +frame:1.94e+06 wall_t:14730 t:121250 epi:nan +opt_step:363564 lr:0.0003 alpha:0.0241 +2026-02-13 08:08:52 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:4732.00 total_reward_ma:3442.48 loss:-8.794 fps:131.7 +frame:1.95e+06 wall_t:14805 t:121875 epi:nan +opt_step:365439 lr:0.0003 alpha:0.0239 +2026-02-13 08:10:06 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:4647.00 total_reward_ma:3471.20 loss:-8.84 fps:131.7 +frame:1.96e+06 wall_t:14880 t:122500 epi:nan +opt_step:367314 lr:0.0003 alpha:0.02381 +2026-02-13 08:11:22 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:4623.00 total_reward_ma:3499.41 loss:-8.853 fps:131.7 +frame:1.97e+06 wall_t:14955 t:123125 epi:nan +opt_step:369189 lr:0.0003 alpha:0.02383 +2026-02-13 08:12:36 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:4504.00 total_reward_ma:3524.72 loss:-8.753 fps:131.7 +frame:1.98e+06 wall_t:15030 t:123750 epi:nan +opt_step:371064 lr:0.0003 alpha:0.02411 +2026-02-13 08:13:52 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:4576.00 total_reward_ma:3550.44 loss:-8.631 fps:131.7 +frame:1.99e+06 wall_t:15105 t:124375 epi:nan +opt_step:372939 lr:0.0003 alpha:0.02418 +2026-02-13 08:15:07 | INFO | PID:1420 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_stargunner_t0_s2 [train] +total_reward:4509.00 total_reward_ma:3576.14 loss:-9.022 fps:131.8 +frame:2.00e+06 wall_t:15180 t:125000 epi:nan +opt_step:374814 lr:0.0003 alpha:0.02352 +2026-02-13 08:15:08 | INFO | PID:1420 | slm_lab.lib.logger:info | Session 2 done diff --git a/data/sac_atari_stargunner_2026_02_13_040158/log/sac_atari_stargunner_t0_s3.log b/data/sac_atari_stargunner_2026_02_13_040158/log/sac_atari_stargunner_t0_s3.log new file mode 100644 index 0000000000000000000000000000000000000000..8b576f081a12a11e10ed1d2af7a6b3543c43cbd8 --- /dev/null +++ b/data/sac_atari_stargunner_2026_02_13_040158/log/sac_atari_stargunner_t0_s3.log @@ -0,0 +1,802 @@ +2026-02-13 04:02:04 | INFO | PID:1421 | slm_lab.env:_make_vector_env | AtariVectorEnv: 16 envs, native preprocessing +2026-02-13 04:03:56 | INFO | PID:1421 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:800.00 total_reward_ma:800.00 loss:-17.78 fps:90.91 +frame:1.00e+04 wall_t:110 t:625 epi:nan +opt_step:1689 lr:0.0003 alpha:0.6313 +2026-02-13 04:05:11 | INFO | PID:1421 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:811.11 total_reward_ma:805.56 loss:-27.65 fps:108.1 +frame:2.00e+04 wall_t:185 t:1250 epi:nan +opt_step:3564 lr:0.0003 alpha:0.4038 +2026-02-13 04:06:27 | INFO | PID:1421 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:784.21 total_reward_ma:798.44 loss:-32.72 fps:114.9 +frame:3.00e+04 wall_t:261 t:1875 epi:nan +opt_step:5439 lr:0.0003 alpha:0.2645 +2026-02-13 04:07:44 | INFO | PID:1421 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:734.62 total_reward_ma:782.48 loss:-34.58 fps:118.3 +frame:4.00e+04 wall_t:338 t:2500 epi:nan +opt_step:7314 lr:0.0003 alpha:0.1748 +2026-02-13 04:09:01 | INFO | PID:1421 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:722.58 total_reward_ma:770.50 loss:-35.36 fps:120.8 +frame:5.00e+04 wall_t:414 t:3125 epi:nan +opt_step:9189 lr:0.0003 alpha:0.116 +2026-02-13 04:10:17 | INFO | PID:1421 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:738.64 total_reward_ma:765.19 loss:-34.18 fps:122.2 +frame:6.00e+04 wall_t:491 t:3750 epi:nan +opt_step:11064 lr:0.0003 alpha:0.07717 +2026-02-13 04:11:33 | INFO | PID:1421 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:714.55 total_reward_ma:757.96 loss:-32.41 fps:123.5 +frame:7.00e+04 wall_t:567 t:4375 epi:nan +opt_step:12939 lr:0.0003 alpha:0.05154 +2026-02-13 04:12:49 | INFO | PID:1421 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:713.56 total_reward_ma:752.41 loss:-30.78 fps:124.6 +frame:8.00e+04 wall_t:642 t:5000 epi:nan +opt_step:14814 lr:0.0003 alpha:0.03461 +2026-02-13 04:14:05 | INFO | PID:1421 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:715.71 total_reward_ma:748.33 loss:-28.98 fps:125.3 +frame:9.00e+04 wall_t:718 t:5625 epi:nan +opt_step:16689 lr:0.0003 alpha:0.02343 +2026-02-13 04:15:21 | INFO | PID:1421 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:710.39 total_reward_ma:744.54 loss:-26.48 fps:125.8 +frame:1.00e+05 wall_t:795 t:6250 epi:nan +opt_step:18564 lr:0.0003 alpha:0.01609 +2026-02-13 04:16:37 | INFO | PID:1421 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:695.24 total_reward_ma:740.05 loss:-24.5 fps:126.3 +frame:1.10e+05 wall_t:871 t:6875 epi:nan +opt_step:20439 lr:0.0003 alpha:0.01135 +2026-02-13 04:17:53 | INFO | PID:1421 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:692.47 total_reward_ma:736.09 loss:-22.7 fps:126.8 +frame:1.20e+05 wall_t:946 t:7500 epi:nan +opt_step:22314 lr:0.0003 alpha:0.008234 +2026-02-13 04:19:09 | INFO | PID:1421 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:696.00 total_reward_ma:733.01 loss:-20.79 fps:127.1 +frame:1.30e+05 wall_t:1023 t:8125 epi:nan +opt_step:24189 lr:0.0003 alpha:0.006738 +2026-02-13 04:20:25 | INFO | PID:1421 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:675.00 total_reward_ma:728.86 loss:-19.13 fps:127.4 +frame:1.40e+05 wall_t:1099 t:8750 epi:nan +opt_step:26064 lr:0.0003 alpha:0.006738 +2026-02-13 04:21:41 | INFO | PID:1421 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:679.00 total_reward_ma:725.54 loss:-17.76 fps:127.8 +frame:1.50e+05 wall_t:1174 t:9375 epi:nan +opt_step:27939 lr:0.0003 alpha:0.006738 +2026-02-13 04:22:57 | INFO | PID:1421 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:686.00 total_reward_ma:723.07 loss:-16.4 fps:128 +frame:1.60e+05 wall_t:1250 t:10000 epi:nan +opt_step:29814 lr:0.0003 alpha:0.006738 +2026-02-13 04:24:13 | INFO | PID:1421 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:690.00 total_reward_ma:721.12 loss:-15.23 fps:128.2 +frame:1.70e+05 wall_t:1326 t:10625 epi:nan +opt_step:31689 lr:0.0003 alpha:0.006738 +2026-02-13 04:25:29 | INFO | PID:1421 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:673.00 total_reward_ma:718.45 loss:-14.05 fps:128.4 +frame:1.80e+05 wall_t:1402 t:11250 epi:nan +opt_step:33564 lr:0.0003 alpha:0.006738 +2026-02-13 04:26:46 | INFO | PID:1421 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:681.00 total_reward_ma:716.48 loss:-12.87 fps:128.5 +frame:1.90e+05 wall_t:1479 t:11875 epi:nan +opt_step:35439 lr:0.0003 alpha:0.006738 +2026-02-13 04:28:01 | INFO | PID:1421 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:661.00 total_reward_ma:713.70 loss:-12.01 fps:128.6 +frame:2.00e+05 wall_t:1555 t:12500 epi:nan +opt_step:37314 lr:0.0003 alpha:0.006738 +2026-02-13 04:29:17 | INFO | PID:1421 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:668.00 total_reward_ma:711.53 loss:-11.09 fps:128.8 +frame:2.10e+05 wall_t:1630 t:13125 epi:nan +opt_step:39189 lr:0.0003 alpha:0.006738 +2026-02-13 04:30:32 | INFO | PID:1421 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:676.00 total_reward_ma:709.91 loss:-10.21 fps:129 +frame:2.20e+05 wall_t:1706 t:13750 epi:nan +opt_step:41064 lr:0.0003 alpha:0.006738 +2026-02-13 04:31:49 | INFO | PID:1421 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:664.00 total_reward_ma:707.92 loss:-9.522 fps:129.1 +frame:2.30e+05 wall_t:1782 t:14375 epi:nan +opt_step:42939 lr:0.0003 alpha:0.006738 +2026-02-13 04:33:04 | INFO | PID:1421 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:676.00 total_reward_ma:706.59 loss:-8.964 fps:129.2 +frame:2.40e+05 wall_t:1858 t:15000 epi:nan +opt_step:44814 lr:0.0003 alpha:0.006738 +2026-02-13 04:34:20 | INFO | PID:1421 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:675.00 total_reward_ma:705.32 loss:-8.456 fps:129.3 +frame:2.50e+05 wall_t:1934 t:15625 epi:nan +opt_step:46689 lr:0.0003 alpha:0.006744 +2026-02-13 04:35:36 | INFO | PID:1421 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:676.00 total_reward_ma:704.20 loss:-7.931 fps:129.4 +frame:2.60e+05 wall_t:2010 t:16250 epi:nan +opt_step:48564 lr:0.0003 alpha:0.006767 +2026-02-13 04:36:52 | INFO | PID:1421 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:652.00 total_reward_ma:702.26 loss:-7.323 fps:129.4 +frame:2.70e+05 wall_t:2086 t:16875 epi:nan +opt_step:50439 lr:0.0003 alpha:0.006738 +2026-02-13 04:38:08 | INFO | PID:1421 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:639.00 total_reward_ma:700.00 loss:-7.027 fps:129.5 +frame:2.80e+05 wall_t:2162 t:17500 epi:nan +opt_step:52314 lr:0.0003 alpha:0.007153 +2026-02-13 04:39:24 | INFO | PID:1421 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:632.00 total_reward_ma:697.66 loss:-6.642 fps:129.6 +frame:2.90e+05 wall_t:2238 t:18125 epi:nan +opt_step:54189 lr:0.0003 alpha:0.008131 +2026-02-13 04:40:39 | INFO | PID:1421 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:619.00 total_reward_ma:695.04 loss:-6.323 fps:129.7 +frame:3.00e+05 wall_t:2313 t:18750 epi:nan +opt_step:56064 lr:0.0003 alpha:0.008806 +2026-02-13 04:41:55 | INFO | PID:1421 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:617.00 total_reward_ma:692.52 loss:-5.893 fps:129.8 +frame:3.10e+05 wall_t:2388 t:19375 epi:nan +opt_step:57939 lr:0.0003 alpha:0.009312 +2026-02-13 04:43:11 | INFO | PID:1421 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:617.00 total_reward_ma:690.16 loss:-5.686 fps:129.9 +frame:3.20e+05 wall_t:2464 t:20000 epi:nan +opt_step:59814 lr:0.0003 alpha:0.008355 +2026-02-13 04:44:27 | INFO | PID:1421 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:619.00 total_reward_ma:688.00 loss:-5.482 fps:129.9 +frame:3.30e+05 wall_t:2540 t:20625 epi:nan +opt_step:61689 lr:0.0003 alpha:0.00739 +2026-02-13 04:45:43 | INFO | PID:1421 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:604.00 total_reward_ma:685.53 loss:-5.257 fps:130 +frame:3.40e+05 wall_t:2616 t:21250 epi:nan +opt_step:63564 lr:0.0003 alpha:0.007431 +2026-02-13 04:46:58 | INFO | PID:1421 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:573.00 total_reward_ma:682.32 loss:-5.071 fps:130 +frame:3.50e+05 wall_t:2692 t:21875 epi:nan +opt_step:65439 lr:0.0003 alpha:0.006781 +2026-02-13 04:48:14 | INFO | PID:1421 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:553.00 total_reward_ma:678.72 loss:-4.856 fps:130.1 +frame:3.60e+05 wall_t:2767 t:22500 epi:nan +opt_step:67314 lr:0.0003 alpha:0.006738 +2026-02-13 04:49:29 | INFO | PID:1421 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:525.00 total_reward_ma:674.57 loss:-4.488 fps:130.1 +frame:3.70e+05 wall_t:2843 t:23125 epi:nan +opt_step:69189 lr:0.0003 alpha:0.006738 +2026-02-13 04:50:45 | INFO | PID:1421 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:481.00 total_reward_ma:669.48 loss:-4.311 fps:130.2 +frame:3.80e+05 wall_t:2919 t:23750 epi:nan +opt_step:71064 lr:0.0003 alpha:0.006738 +2026-02-13 04:52:00 | INFO | PID:1421 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:487.00 total_reward_ma:664.80 loss:-4.203 fps:130.3 +frame:3.90e+05 wall_t:2994 t:24375 epi:nan +opt_step:72939 lr:0.0003 alpha:0.006738 +2026-02-13 04:53:17 | INFO | PID:1421 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:522.00 total_reward_ma:661.23 loss:-3.957 fps:130.3 +frame:4.00e+05 wall_t:3070 t:25000 epi:nan +opt_step:74814 lr:0.0003 alpha:0.006738 +2026-02-13 04:54:32 | INFO | PID:1421 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:513.00 total_reward_ma:657.61 loss:-3.76 fps:130.4 +frame:4.10e+05 wall_t:3145 t:25625 epi:nan +opt_step:76689 lr:0.0003 alpha:0.006738 +2026-02-13 04:55:47 | INFO | PID:1421 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:534.00 total_reward_ma:654.67 loss:-3.725 fps:130.4 +frame:4.20e+05 wall_t:3221 t:26250 epi:nan +opt_step:78564 lr:0.0003 alpha:0.006738 +2026-02-13 04:57:02 | INFO | PID:1421 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:560.00 total_reward_ma:652.47 loss:-3.534 fps:130.5 +frame:4.30e+05 wall_t:3296 t:26875 epi:nan +opt_step:80439 lr:0.0003 alpha:0.006738 +2026-02-13 04:58:18 | INFO | PID:1421 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:561.00 total_reward_ma:650.39 loss:-3.428 fps:130.5 +frame:4.40e+05 wall_t:3371 t:27500 epi:nan +opt_step:82314 lr:0.0003 alpha:0.006738 +2026-02-13 04:59:33 | INFO | PID:1421 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:605.00 total_reward_ma:649.38 loss:-3.252 fps:130.5 +frame:4.50e+05 wall_t:3447 t:28125 epi:nan +opt_step:84189 lr:0.0003 alpha:0.006738 +2026-02-13 05:00:49 | INFO | PID:1421 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:614.00 total_reward_ma:648.61 loss:-3.133 fps:130.6 +frame:4.60e+05 wall_t:3522 t:28750 epi:nan +opt_step:86064 lr:0.0003 alpha:0.006738 +2026-02-13 05:02:04 | INFO | PID:1421 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:641.00 total_reward_ma:648.45 loss:-3.111 fps:130.6 +frame:4.70e+05 wall_t:3598 t:29375 epi:nan +opt_step:87939 lr:0.0003 alpha:0.006738 +2026-02-13 05:03:20 | INFO | PID:1421 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:667.00 total_reward_ma:648.83 loss:-3 fps:130.6 +frame:4.80e+05 wall_t:3674 t:30000 epi:nan +opt_step:89814 lr:0.0003 alpha:0.006961 +2026-02-13 05:04:35 | INFO | PID:1421 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:680.00 total_reward_ma:649.47 loss:-2.94 fps:130.7 +frame:4.90e+05 wall_t:3749 t:30625 epi:nan +opt_step:91689 lr:0.0003 alpha:0.007002 +2026-02-13 05:05:51 | INFO | PID:1421 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:693.00 total_reward_ma:650.34 loss:-2.819 fps:130.7 +frame:5.00e+05 wall_t:3825 t:31250 epi:nan +opt_step:93564 lr:0.0003 alpha:0.007701 +2026-02-13 05:07:08 | INFO | PID:1421 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:687.00 total_reward_ma:651.06 loss:-2.889 fps:130.7 +frame:5.10e+05 wall_t:3901 t:31875 epi:nan +opt_step:95439 lr:0.0003 alpha:0.007725 +2026-02-13 05:08:23 | INFO | PID:1421 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:663.00 total_reward_ma:651.29 loss:-2.839 fps:130.8 +frame:5.20e+05 wall_t:3977 t:32500 epi:nan +opt_step:97314 lr:0.0003 alpha:0.008388 +2026-02-13 05:09:40 | INFO | PID:1421 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:648.00 total_reward_ma:651.23 loss:-2.797 fps:130.7 +frame:5.30e+05 wall_t:4054 t:33125 epi:nan +opt_step:99189 lr:0.0003 alpha:0.008414 +2026-02-13 05:10:57 | INFO | PID:1421 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:636.00 total_reward_ma:650.95 loss:-2.788 fps:130.7 +frame:5.40e+05 wall_t:4131 t:33750 epi:nan +opt_step:101064 lr:0.0003 alpha:0.008857 +2026-02-13 05:12:14 | INFO | PID:1421 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:633.00 total_reward_ma:650.62 loss:-2.91 fps:130.7 +frame:5.50e+05 wall_t:4207 t:34375 epi:nan +opt_step:102939 lr:0.0003 alpha:0.00947 +2026-02-13 05:13:29 | INFO | PID:1421 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:618.00 total_reward_ma:650.04 loss:-2.818 fps:130.7 +frame:5.60e+05 wall_t:4283 t:35000 epi:nan +opt_step:104814 lr:0.0003 alpha:0.0103 +2026-02-13 05:14:45 | INFO | PID:1421 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:617.00 total_reward_ma:649.46 loss:-2.89 fps:130.8 +frame:5.70e+05 wall_t:4359 t:35625 epi:nan +opt_step:106689 lr:0.0003 alpha:0.01065 +2026-02-13 05:16:01 | INFO | PID:1421 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:604.00 total_reward_ma:648.67 loss:-2.955 fps:130.8 +frame:5.80e+05 wall_t:4435 t:36250 epi:nan +opt_step:108564 lr:0.0003 alpha:0.01103 +2026-02-13 05:17:17 | INFO | PID:1421 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:641.00 total_reward_ma:648.54 loss:-2.989 fps:130.8 +frame:5.90e+05 wall_t:4511 t:36875 epi:nan +opt_step:110439 lr:0.0003 alpha:0.01209 +2026-02-13 05:18:34 | INFO | PID:1421 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:676.00 total_reward_ma:649.00 loss:-2.975 fps:130.8 +frame:6.00e+05 wall_t:4587 t:37500 epi:nan +opt_step:112314 lr:0.0003 alpha:0.01282 +2026-02-13 05:19:49 | INFO | PID:1421 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:736.00 total_reward_ma:650.43 loss:-3.237 fps:130.8 +frame:6.10e+05 wall_t:4662 t:38125 epi:nan +opt_step:114189 lr:0.0003 alpha:0.01378 +2026-02-13 05:21:05 | INFO | PID:1421 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:767.00 total_reward_ma:652.31 loss:-3.273 fps:130.9 +frame:6.20e+05 wall_t:4738 t:38750 epi:nan +opt_step:116064 lr:0.0003 alpha:0.01429 +2026-02-13 05:22:21 | INFO | PID:1421 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:787.00 total_reward_ma:654.45 loss:-3.483 fps:130.9 +frame:6.30e+05 wall_t:4814 t:39375 epi:nan +opt_step:117939 lr:0.0003 alpha:0.01475 +2026-02-13 05:23:38 | INFO | PID:1421 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:883.00 total_reward_ma:658.02 loss:-3.482 fps:130.9 +frame:6.40e+05 wall_t:4891 t:40000 epi:nan +opt_step:119814 lr:0.0003 alpha:0.01578 +2026-02-13 05:24:53 | INFO | PID:1421 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:923.00 total_reward_ma:662.09 loss:-3.658 fps:130.9 +frame:6.50e+05 wall_t:4967 t:40625 epi:nan +opt_step:121689 lr:0.0003 alpha:0.01637 +2026-02-13 05:26:10 | INFO | PID:1421 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:970.00 total_reward_ma:666.76 loss:-3.699 fps:130.9 +frame:6.60e+05 wall_t:5043 t:41250 epi:nan +opt_step:123564 lr:0.0003 alpha:0.01709 +2026-02-13 05:27:25 | INFO | PID:1421 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:1046.00 total_reward_ma:672.42 loss:-4.089 fps:130.9 +frame:6.70e+05 wall_t:5118 t:41875 epi:nan +opt_step:125439 lr:0.0003 alpha:0.01767 +2026-02-13 05:28:40 | INFO | PID:1421 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:1090.00 total_reward_ma:678.56 loss:-4.143 fps:130.9 +frame:6.80e+05 wall_t:5194 t:42500 epi:nan +opt_step:127314 lr:0.0003 alpha:0.01809 +2026-02-13 05:29:56 | INFO | PID:1421 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:1146.00 total_reward_ma:685.33 loss:-4.295 fps:130.9 +frame:6.90e+05 wall_t:5270 t:43125 epi:nan +opt_step:129189 lr:0.0003 alpha:0.01895 +2026-02-13 05:31:12 | INFO | PID:1421 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:1193.00 total_reward_ma:692.59 loss:-4.349 fps:130.9 +frame:7.00e+05 wall_t:5346 t:43750 epi:nan +opt_step:131064 lr:0.0003 alpha:0.01922 +2026-02-13 05:32:28 | INFO | PID:1421 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:1223.00 total_reward_ma:700.06 loss:-4.554 fps:131 +frame:7.10e+05 wall_t:5421 t:44375 epi:nan +opt_step:132939 lr:0.0003 alpha:0.02014 +2026-02-13 05:33:43 | INFO | PID:1421 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:1304.00 total_reward_ma:708.45 loss:-4.515 fps:131 +frame:7.20e+05 wall_t:5497 t:45000 epi:nan +opt_step:134814 lr:0.0003 alpha:0.02097 +2026-02-13 05:34:59 | INFO | PID:1421 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:1317.00 total_reward_ma:716.78 loss:-4.751 fps:131 +frame:7.30e+05 wall_t:5572 t:45625 epi:nan +opt_step:136689 lr:0.0003 alpha:0.02161 +2026-02-13 05:36:15 | INFO | PID:1421 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:1374.00 total_reward_ma:725.66 loss:-5.044 fps:131 +frame:7.40e+05 wall_t:5648 t:46250 epi:nan +opt_step:138564 lr:0.0003 alpha:0.02131 +2026-02-13 05:37:30 | INFO | PID:1421 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:1429.00 total_reward_ma:735.04 loss:-5.078 fps:131 +frame:7.50e+05 wall_t:5724 t:46875 epi:nan +opt_step:140439 lr:0.0003 alpha:0.02177 +2026-02-13 05:38:46 | INFO | PID:1421 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:1502.00 total_reward_ma:745.13 loss:-5.158 fps:131 +frame:7.60e+05 wall_t:5800 t:47500 epi:nan +opt_step:142314 lr:0.0003 alpha:0.02237 +2026-02-13 05:40:02 | INFO | PID:1421 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:1561.00 total_reward_ma:755.73 loss:-5.419 fps:131 +frame:7.70e+05 wall_t:5876 t:48125 epi:nan +opt_step:144189 lr:0.0003 alpha:0.02257 +2026-02-13 05:41:18 | INFO | PID:1421 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:1601.00 total_reward_ma:766.57 loss:-5.51 fps:131.1 +frame:7.80e+05 wall_t:5951 t:48750 epi:nan +opt_step:146064 lr:0.0003 alpha:0.02263 +2026-02-13 05:42:33 | INFO | PID:1421 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:1592.00 total_reward_ma:777.01 loss:-5.745 fps:131.1 +frame:7.90e+05 wall_t:6027 t:49375 epi:nan +opt_step:147939 lr:0.0003 alpha:0.02283 +2026-02-13 05:43:49 | INFO | PID:1421 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:1636.00 total_reward_ma:787.75 loss:-5.85 fps:131.1 +frame:8.00e+05 wall_t:6102 t:50000 epi:nan +opt_step:149814 lr:0.0003 alpha:0.02259 +2026-02-13 05:45:04 | INFO | PID:1421 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:1671.00 total_reward_ma:798.66 loss:-5.989 fps:131.1 +frame:8.10e+05 wall_t:6177 t:50625 epi:nan +opt_step:151689 lr:0.0003 alpha:0.02243 +2026-02-13 05:46:19 | INFO | PID:1421 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:1797.00 total_reward_ma:810.83 loss:-6.043 fps:131.1 +frame:8.20e+05 wall_t:6253 t:51250 epi:nan +opt_step:153564 lr:0.0003 alpha:0.02249 +2026-02-13 05:47:35 | INFO | PID:1421 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:1871.00 total_reward_ma:823.60 loss:-6.099 fps:131.2 +frame:8.30e+05 wall_t:6328 t:51875 epi:nan +opt_step:155439 lr:0.0003 alpha:0.0228 +2026-02-13 05:48:50 | INFO | PID:1421 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:1882.00 total_reward_ma:836.20 loss:-6.258 fps:131.2 +frame:8.40e+05 wall_t:6404 t:52500 epi:nan +opt_step:157314 lr:0.0003 alpha:0.023 +2026-02-13 05:50:06 | INFO | PID:1421 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:1943.00 total_reward_ma:849.22 loss:-6.234 fps:131.2 +frame:8.50e+05 wall_t:6479 t:53125 epi:nan +opt_step:159189 lr:0.0003 alpha:0.02316 +2026-02-13 05:51:22 | INFO | PID:1421 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:1926.00 total_reward_ma:861.75 loss:-6.19 fps:131.2 +frame:8.60e+05 wall_t:6555 t:53750 epi:nan +opt_step:161064 lr:0.0003 alpha:0.02332 +2026-02-13 05:52:36 | INFO | PID:1421 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:2057.00 total_reward_ma:875.48 loss:-6.358 fps:131.2 +frame:8.70e+05 wall_t:6630 t:54375 epi:nan +opt_step:162939 lr:0.0003 alpha:0.02306 +2026-02-13 05:53:52 | INFO | PID:1421 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:2082.00 total_reward_ma:889.19 loss:-6.393 fps:131.2 +frame:8.80e+05 wall_t:6705 t:55000 epi:nan +opt_step:164814 lr:0.0003 alpha:0.02333 +2026-02-13 05:55:09 | INFO | PID:1421 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:2114.00 total_reward_ma:902.96 loss:-6.604 fps:131.2 +frame:8.90e+05 wall_t:6782 t:55625 epi:nan +opt_step:166689 lr:0.0003 alpha:0.02349 +2026-02-13 05:56:23 | INFO | PID:1421 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:2154.00 total_reward_ma:916.86 loss:-6.594 fps:131.3 +frame:9.00e+05 wall_t:6857 t:56250 epi:nan +opt_step:168564 lr:0.0003 alpha:0.02344 +2026-02-13 05:57:39 | INFO | PID:1421 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:2295.00 total_reward_ma:932.00 loss:-6.871 fps:131.3 +frame:9.10e+05 wall_t:6932 t:56875 epi:nan +opt_step:170439 lr:0.0003 alpha:0.02387 +2026-02-13 05:58:54 | INFO | PID:1421 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:2353.00 total_reward_ma:947.45 loss:-6.957 fps:131.3 +frame:9.20e+05 wall_t:7008 t:57500 epi:nan +opt_step:172314 lr:0.0003 alpha:0.0241 +2026-02-13 06:00:11 | INFO | PID:1421 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:2356.00 total_reward_ma:962.59 loss:-6.927 fps:131.3 +frame:9.30e+05 wall_t:7085 t:58125 epi:nan +opt_step:174189 lr:0.0003 alpha:0.02379 +2026-02-13 06:01:27 | INFO | PID:1421 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:2330.00 total_reward_ma:977.14 loss:-7.045 fps:131.3 +frame:9.40e+05 wall_t:7160 t:58750 epi:nan +opt_step:176064 lr:0.0003 alpha:0.02423 +2026-02-13 06:02:42 | INFO | PID:1421 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:2319.00 total_reward_ma:991.26 loss:-7.133 fps:131.3 +frame:9.50e+05 wall_t:7236 t:59375 epi:nan +opt_step:177939 lr:0.0003 alpha:0.02377 +2026-02-13 06:03:58 | INFO | PID:1421 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:2394.00 total_reward_ma:1005.88 loss:-6.912 fps:131.3 +frame:9.60e+05 wall_t:7311 t:60000 epi:nan +opt_step:179814 lr:0.0003 alpha:0.02391 +2026-02-13 06:05:14 | INFO | PID:1421 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:2394.00 total_reward_ma:1020.19 loss:-7.176 fps:131.3 +frame:9.70e+05 wall_t:7387 t:60625 epi:nan +opt_step:181689 lr:0.0003 alpha:0.02357 +2026-02-13 06:06:29 | INFO | PID:1421 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:2382.00 total_reward_ma:1034.08 loss:-7.256 fps:131.3 +frame:9.80e+05 wall_t:7463 t:61250 epi:nan +opt_step:183564 lr:0.0003 alpha:0.024 +2026-02-13 06:07:44 | INFO | PID:1421 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:2372.00 total_reward_ma:1047.60 loss:-7.159 fps:131.3 +frame:9.90e+05 wall_t:7538 t:61875 epi:nan +opt_step:185439 lr:0.0003 alpha:0.02322 +2026-02-13 06:09:00 | INFO | PID:1421 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:2332.00 total_reward_ma:1060.44 loss:-7.362 fps:131.3 +frame:1.00e+06 wall_t:7614 t:62500 epi:nan +opt_step:187314 lr:0.0003 alpha:0.02395 +2026-02-13 06:10:16 | INFO | PID:1421 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:2370.00 total_reward_ma:1076.14 loss:-7.246 fps:131.3 +frame:1.01e+06 wall_t:7690 t:63125 epi:nan +opt_step:189189 lr:0.0003 alpha:0.02384 +2026-02-13 06:11:31 | INFO | PID:1421 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:2335.00 total_reward_ma:1091.38 loss:-7.408 fps:131.4 +frame:1.02e+06 wall_t:7765 t:63750 epi:nan +opt_step:191064 lr:0.0003 alpha:0.02389 +2026-02-13 06:12:46 | INFO | PID:1421 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:2288.00 total_reward_ma:1106.42 loss:-7.484 fps:131.4 +frame:1.03e+06 wall_t:7839 t:64375 epi:nan +opt_step:192939 lr:0.0003 alpha:0.02388 +2026-02-13 06:14:01 | INFO | PID:1421 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:2328.00 total_reward_ma:1122.35 loss:-7.536 fps:131.4 +frame:1.04e+06 wall_t:7915 t:65000 epi:nan +opt_step:194814 lr:0.0003 alpha:0.02352 +2026-02-13 06:15:16 | INFO | PID:1421 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:2337.00 total_reward_ma:1138.50 loss:-7.611 fps:131.4 +frame:1.05e+06 wall_t:7990 t:65625 epi:nan +opt_step:196689 lr:0.0003 alpha:0.02362 +2026-02-13 06:16:32 | INFO | PID:1421 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:2352.00 total_reward_ma:1154.63 loss:-7.43 fps:131.4 +frame:1.06e+06 wall_t:8066 t:66250 epi:nan +opt_step:198564 lr:0.0003 alpha:0.02386 +2026-02-13 06:17:48 | INFO | PID:1421 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:2361.00 total_reward_ma:1171.09 loss:-7.66 fps:131.4 +frame:1.07e+06 wall_t:8142 t:66875 epi:nan +opt_step:200439 lr:0.0003 alpha:0.02351 +2026-02-13 06:19:04 | INFO | PID:1421 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:2326.00 total_reward_ma:1187.22 loss:-7.734 fps:131.4 +frame:1.08e+06 wall_t:8217 t:67500 epi:nan +opt_step:202314 lr:0.0003 alpha:0.02341 +2026-02-13 06:20:19 | INFO | PID:1421 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:2368.00 total_reward_ma:1203.74 loss:-7.658 fps:131.5 +frame:1.09e+06 wall_t:8292 t:68125 epi:nan +opt_step:204189 lr:0.0003 alpha:0.02344 +2026-02-13 06:21:35 | INFO | PID:1421 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:2360.00 total_reward_ma:1220.24 loss:-7.508 fps:131.5 +frame:1.10e+06 wall_t:8368 t:68750 epi:nan +opt_step:206064 lr:0.0003 alpha:0.02336 +2026-02-13 06:22:50 | INFO | PID:1421 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:2351.00 total_reward_ma:1236.79 loss:-7.641 fps:131.5 +frame:1.11e+06 wall_t:8444 t:69375 epi:nan +opt_step:207939 lr:0.0003 alpha:0.02315 +2026-02-13 06:24:06 | INFO | PID:1421 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:2350.00 total_reward_ma:1253.37 loss:-7.793 fps:131.5 +frame:1.12e+06 wall_t:8519 t:70000 epi:nan +opt_step:209814 lr:0.0003 alpha:0.02292 +2026-02-13 06:25:21 | INFO | PID:1421 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:2339.00 total_reward_ma:1269.80 loss:-7.556 fps:131.5 +frame:1.13e+06 wall_t:8594 t:70625 epi:nan +opt_step:211689 lr:0.0003 alpha:0.02302 +2026-02-13 06:26:36 | INFO | PID:1421 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:2357.00 total_reward_ma:1286.62 loss:-7.762 fps:131.5 +frame:1.14e+06 wall_t:8670 t:71250 epi:nan +opt_step:213564 lr:0.0003 alpha:0.02304 +2026-02-13 06:27:53 | INFO | PID:1421 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:2274.00 total_reward_ma:1302.57 loss:-7.759 fps:131.5 +frame:1.15e+06 wall_t:8746 t:71875 epi:nan +opt_step:215439 lr:0.0003 alpha:0.02266 +2026-02-13 06:29:08 | INFO | PID:1421 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:2300.00 total_reward_ma:1318.71 loss:-7.777 fps:131.5 +frame:1.16e+06 wall_t:8821 t:72500 epi:nan +opt_step:217314 lr:0.0003 alpha:0.02246 +2026-02-13 06:30:24 | INFO | PID:1421 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:2418.00 total_reward_ma:1335.99 loss:-7.696 fps:131.5 +frame:1.17e+06 wall_t:8897 t:73125 epi:nan +opt_step:219189 lr:0.0003 alpha:0.02279 +2026-02-13 06:31:39 | INFO | PID:1421 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:2450.00 total_reward_ma:1353.76 loss:-7.566 fps:131.5 +frame:1.18e+06 wall_t:8973 t:73750 epi:nan +opt_step:221064 lr:0.0003 alpha:0.02282 +2026-02-13 06:32:55 | INFO | PID:1421 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:2444.00 total_reward_ma:1371.39 loss:-7.658 fps:131.5 +frame:1.19e+06 wall_t:9049 t:74375 epi:nan +opt_step:222939 lr:0.0003 alpha:0.02293 +2026-02-13 06:34:11 | INFO | PID:1421 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:2575.00 total_reward_ma:1390.53 loss:-7.561 fps:131.5 +frame:1.20e+06 wall_t:9125 t:75000 epi:nan +opt_step:224814 lr:0.0003 alpha:0.0226 +2026-02-13 06:35:27 | INFO | PID:1421 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:2567.00 total_reward_ma:1409.52 loss:-7.59 fps:131.5 +frame:1.21e+06 wall_t:9201 t:75625 epi:nan +opt_step:226689 lr:0.0003 alpha:0.02247 +2026-02-13 06:36:43 | INFO | PID:1421 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:2670.00 total_reward_ma:1429.46 loss:-7.727 fps:131.5 +frame:1.22e+06 wall_t:9277 t:76250 epi:nan +opt_step:228564 lr:0.0003 alpha:0.0228 +2026-02-13 06:38:00 | INFO | PID:1421 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:2759.00 total_reward_ma:1450.41 loss:-7.706 fps:131.5 +frame:1.23e+06 wall_t:9353 t:76875 epi:nan +opt_step:230439 lr:0.0003 alpha:0.02258 +2026-02-13 06:39:16 | INFO | PID:1421 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:2810.00 total_reward_ma:1471.75 loss:-7.674 fps:131.5 +frame:1.24e+06 wall_t:9429 t:77500 epi:nan +opt_step:232314 lr:0.0003 alpha:0.02239 +2026-02-13 06:40:31 | INFO | PID:1421 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:2844.00 total_reward_ma:1493.44 loss:-7.531 fps:131.5 +frame:1.25e+06 wall_t:9504 t:78125 epi:nan +opt_step:234189 lr:0.0003 alpha:0.02155 +2026-02-13 06:41:47 | INFO | PID:1421 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:2943.00 total_reward_ma:1516.11 loss:-7.451 fps:131.5 +frame:1.26e+06 wall_t:9580 t:78750 epi:nan +opt_step:236064 lr:0.0003 alpha:0.02208 +2026-02-13 06:43:03 | INFO | PID:1421 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:3013.00 total_reward_ma:1539.72 loss:-7.656 fps:131.5 +frame:1.27e+06 wall_t:9656 t:79375 epi:nan +opt_step:237939 lr:0.0003 alpha:0.02212 +2026-02-13 06:44:18 | INFO | PID:1421 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:3027.00 total_reward_ma:1563.60 loss:-7.44 fps:131.5 +frame:1.28e+06 wall_t:9732 t:80000 epi:nan +opt_step:239814 lr:0.0003 alpha:0.02219 +2026-02-13 06:45:33 | INFO | PID:1421 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:2935.00 total_reward_ma:1586.63 loss:-7.626 fps:131.6 +frame:1.29e+06 wall_t:9806 t:80625 epi:nan +opt_step:241689 lr:0.0003 alpha:0.02225 +2026-02-13 06:46:49 | INFO | PID:1421 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:3053.00 total_reward_ma:1610.97 loss:-7.593 fps:131.6 +frame:1.30e+06 wall_t:9882 t:81250 epi:nan +opt_step:243564 lr:0.0003 alpha:0.0222 +2026-02-13 06:48:05 | INFO | PID:1421 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:2983.00 total_reward_ma:1634.63 loss:-7.535 fps:131.5 +frame:1.31e+06 wall_t:9959 t:81875 epi:nan +opt_step:245439 lr:0.0003 alpha:0.0221 +2026-02-13 06:49:21 | INFO | PID:1421 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:2942.00 total_reward_ma:1657.88 loss:-7.57 fps:131.5 +frame:1.32e+06 wall_t:10035 t:82500 epi:nan +opt_step:247314 lr:0.0003 alpha:0.02214 +2026-02-13 06:50:37 | INFO | PID:1421 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:2926.00 total_reward_ma:1680.95 loss:-7.569 fps:131.6 +frame:1.33e+06 wall_t:10110 t:83125 epi:nan +opt_step:249189 lr:0.0003 alpha:0.02179 +2026-02-13 06:51:52 | INFO | PID:1421 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:2886.00 total_reward_ma:1703.77 loss:-7.675 fps:131.6 +frame:1.34e+06 wall_t:10186 t:83750 epi:nan +opt_step:251064 lr:0.0003 alpha:0.02224 +2026-02-13 06:53:08 | INFO | PID:1421 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:3083.00 total_reward_ma:1728.87 loss:-7.734 fps:131.6 +frame:1.35e+06 wall_t:10262 t:84375 epi:nan +opt_step:252939 lr:0.0003 alpha:0.02261 +2026-02-13 06:54:24 | INFO | PID:1421 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:3058.00 total_reward_ma:1753.92 loss:-7.738 fps:131.6 +frame:1.36e+06 wall_t:10337 t:85000 epi:nan +opt_step:254814 lr:0.0003 alpha:0.02258 +2026-02-13 06:55:40 | INFO | PID:1421 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:3048.00 total_reward_ma:1779.15 loss:-7.736 fps:131.6 +frame:1.37e+06 wall_t:10414 t:85625 epi:nan +opt_step:256689 lr:0.0003 alpha:0.0227 +2026-02-13 06:56:56 | INFO | PID:1421 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:3085.00 total_reward_ma:1805.19 loss:-7.774 fps:131.6 +frame:1.38e+06 wall_t:10489 t:86250 epi:nan +opt_step:258564 lr:0.0003 alpha:0.02272 +2026-02-13 06:58:11 | INFO | PID:1421 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:3040.00 total_reward_ma:1830.72 loss:-7.658 fps:131.6 +frame:1.39e+06 wall_t:10565 t:86875 epi:nan +opt_step:260439 lr:0.0003 alpha:0.02272 +2026-02-13 06:59:28 | INFO | PID:1421 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:3208.00 total_reward_ma:1857.58 loss:-7.694 fps:131.6 +frame:1.40e+06 wall_t:10642 t:87500 epi:nan +opt_step:262314 lr:0.0003 alpha:0.02273 +2026-02-13 07:00:44 | INFO | PID:1421 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:3192.00 total_reward_ma:1884.37 loss:-7.803 fps:131.6 +frame:1.41e+06 wall_t:10718 t:88125 epi:nan +opt_step:264189 lr:0.0003 alpha:0.02302 +2026-02-13 07:02:01 | INFO | PID:1421 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:3243.00 total_reward_ma:1911.46 loss:-7.723 fps:131.6 +frame:1.42e+06 wall_t:10794 t:88750 epi:nan +opt_step:266064 lr:0.0003 alpha:0.02321 +2026-02-13 07:03:16 | INFO | PID:1421 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:3337.00 total_reward_ma:1939.23 loss:-7.88 fps:131.6 +frame:1.43e+06 wall_t:10870 t:89375 epi:nan +opt_step:267939 lr:0.0003 alpha:0.02341 +2026-02-13 07:04:32 | INFO | PID:1421 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:3414.00 total_reward_ma:1967.76 loss:-7.644 fps:131.6 +frame:1.44e+06 wall_t:10945 t:90000 epi:nan +opt_step:269814 lr:0.0003 alpha:0.02345 +2026-02-13 07:05:47 | INFO | PID:1421 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:3490.00 total_reward_ma:1996.61 loss:-7.748 fps:131.6 +frame:1.45e+06 wall_t:11021 t:90625 epi:nan +opt_step:271689 lr:0.0003 alpha:0.0238 +2026-02-13 07:07:03 | INFO | PID:1421 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:3381.00 total_reward_ma:2024.28 loss:-7.937 fps:131.6 +frame:1.46e+06 wall_t:11096 t:91250 epi:nan +opt_step:273564 lr:0.0003 alpha:0.02358 +2026-02-13 07:08:19 | INFO | PID:1421 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:3452.00 total_reward_ma:2052.39 loss:-8.015 fps:131.6 +frame:1.47e+06 wall_t:11172 t:91875 epi:nan +opt_step:275439 lr:0.0003 alpha:0.02395 +2026-02-13 07:09:34 | INFO | PID:1421 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:3561.00 total_reward_ma:2081.33 loss:-7.873 fps:131.6 +frame:1.48e+06 wall_t:11248 t:92500 epi:nan +opt_step:277314 lr:0.0003 alpha:0.02407 +2026-02-13 07:10:50 | INFO | PID:1421 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:3697.00 total_reward_ma:2111.50 loss:-8.002 fps:131.6 +frame:1.49e+06 wall_t:11323 t:93125 epi:nan +opt_step:279189 lr:0.0003 alpha:0.02432 +2026-02-13 07:12:05 | INFO | PID:1421 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:3707.00 total_reward_ma:2141.64 loss:-7.883 fps:131.6 +frame:1.50e+06 wall_t:11399 t:93750 epi:nan +opt_step:281064 lr:0.0003 alpha:0.0244 +2026-02-13 07:13:22 | INFO | PID:1421 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:3669.00 total_reward_ma:2171.46 loss:-8.062 fps:131.6 +frame:1.51e+06 wall_t:11476 t:94375 epi:nan +opt_step:282939 lr:0.0003 alpha:0.02437 +2026-02-13 07:14:37 | INFO | PID:1421 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:3860.00 total_reward_ma:2203.43 loss:-8.033 fps:131.6 +frame:1.52e+06 wall_t:11551 t:95000 epi:nan +opt_step:284814 lr:0.0003 alpha:0.02481 +2026-02-13 07:15:53 | INFO | PID:1421 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:3786.00 total_reward_ma:2234.81 loss:-8.206 fps:131.6 +frame:1.53e+06 wall_t:11626 t:95625 epi:nan +opt_step:286689 lr:0.0003 alpha:0.0244 +2026-02-13 07:17:09 | INFO | PID:1421 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:3876.00 total_reward_ma:2267.21 loss:-8.114 fps:131.6 +frame:1.54e+06 wall_t:11702 t:96250 epi:nan +opt_step:288564 lr:0.0003 alpha:0.02426 +2026-02-13 07:18:26 | INFO | PID:1421 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:3829.00 total_reward_ma:2299.17 loss:-8.213 fps:131.6 +frame:1.55e+06 wall_t:11779 t:96875 epi:nan +opt_step:290439 lr:0.0003 alpha:0.02445 +2026-02-13 07:19:42 | INFO | PID:1421 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:3905.00 total_reward_ma:2332.04 loss:-8.11 fps:131.6 +frame:1.56e+06 wall_t:11856 t:97500 epi:nan +opt_step:292314 lr:0.0003 alpha:0.02469 +2026-02-13 07:20:57 | INFO | PID:1421 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:4014.00 total_reward_ma:2366.01 loss:-8.16 fps:131.6 +frame:1.57e+06 wall_t:11931 t:98125 epi:nan +opt_step:294189 lr:0.0003 alpha:0.02428 +2026-02-13 07:22:13 | INFO | PID:1421 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:4094.00 total_reward_ma:2400.91 loss:-8.193 fps:131.6 +frame:1.58e+06 wall_t:12007 t:98750 epi:nan +opt_step:296064 lr:0.0003 alpha:0.02484 +2026-02-13 07:23:29 | INFO | PID:1421 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:4038.00 total_reward_ma:2434.88 loss:-8.406 fps:131.6 +frame:1.59e+06 wall_t:12083 t:99375 epi:nan +opt_step:297939 lr:0.0003 alpha:0.02511 +2026-02-13 07:24:44 | INFO | PID:1421 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:4097.00 total_reward_ma:2469.09 loss:-8.461 fps:131.6 +frame:1.60e+06 wall_t:12158 t:100000 epi:nan +opt_step:299814 lr:0.0003 alpha:0.02509 +2026-02-13 07:26:00 | INFO | PID:1421 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:4007.00 total_reward_ma:2501.80 loss:-8.299 fps:131.6 +frame:1.61e+06 wall_t:12234 t:100625 epi:nan +opt_step:301689 lr:0.0003 alpha:0.02477 +2026-02-13 07:27:17 | INFO | PID:1421 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:4142.00 total_reward_ma:2535.55 loss:-8.505 fps:131.6 +frame:1.62e+06 wall_t:12310 t:101250 epi:nan +opt_step:303564 lr:0.0003 alpha:0.02503 +2026-02-13 07:28:33 | INFO | PID:1421 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:4122.00 total_reward_ma:2568.90 loss:-8.329 fps:131.6 +frame:1.63e+06 wall_t:12386 t:101875 epi:nan +opt_step:305439 lr:0.0003 alpha:0.02489 +2026-02-13 07:29:49 | INFO | PID:1421 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:4140.00 total_reward_ma:2601.47 loss:-8.408 fps:131.6 +frame:1.64e+06 wall_t:12463 t:102500 epi:nan +opt_step:307314 lr:0.0003 alpha:0.02543 +2026-02-13 07:31:06 | INFO | PID:1421 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:4209.00 total_reward_ma:2634.33 loss:-8.609 fps:131.6 +frame:1.65e+06 wall_t:12540 t:103125 epi:nan +opt_step:309189 lr:0.0003 alpha:0.0248 +2026-02-13 07:32:23 | INFO | PID:1421 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:4276.00 total_reward_ma:2667.39 loss:-8.363 fps:131.6 +frame:1.66e+06 wall_t:12617 t:103750 epi:nan +opt_step:311064 lr:0.0003 alpha:0.02558 +2026-02-13 07:33:40 | INFO | PID:1421 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:4323.00 total_reward_ma:2700.16 loss:-8.76 fps:131.6 +frame:1.67e+06 wall_t:12694 t:104375 epi:nan +opt_step:312939 lr:0.0003 alpha:0.02525 +2026-02-13 07:34:56 | INFO | PID:1421 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:4168.00 total_reward_ma:2730.94 loss:-8.403 fps:131.6 +frame:1.68e+06 wall_t:12769 t:105000 epi:nan +opt_step:314814 lr:0.0003 alpha:0.02576 +2026-02-13 07:36:12 | INFO | PID:1421 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:4260.00 total_reward_ma:2762.08 loss:-8.641 fps:131.6 +frame:1.69e+06 wall_t:12845 t:105625 epi:nan +opt_step:316689 lr:0.0003 alpha:0.02607 +2026-02-13 07:37:28 | INFO | PID:1421 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:4400.00 total_reward_ma:2794.15 loss:-8.558 fps:131.6 +frame:1.70e+06 wall_t:12921 t:106250 epi:nan +opt_step:318564 lr:0.0003 alpha:0.02574 +2026-02-13 07:38:44 | INFO | PID:1421 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:4247.00 total_reward_ma:2824.39 loss:-8.514 fps:131.6 +frame:1.71e+06 wall_t:12997 t:106875 epi:nan +opt_step:320439 lr:0.0003 alpha:0.02601 +2026-02-13 07:39:59 | INFO | PID:1421 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:4328.00 total_reward_ma:2854.63 loss:-8.824 fps:131.6 +frame:1.72e+06 wall_t:13073 t:107500 epi:nan +opt_step:322314 lr:0.0003 alpha:0.02628 +2026-02-13 07:41:15 | INFO | PID:1421 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:4440.00 total_reward_ma:2885.86 loss:-8.824 fps:131.6 +frame:1.73e+06 wall_t:13149 t:108125 epi:nan +opt_step:324189 lr:0.0003 alpha:0.02584 +2026-02-13 07:42:31 | INFO | PID:1421 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:4451.00 total_reward_ma:2916.63 loss:-8.884 fps:131.6 +frame:1.74e+06 wall_t:13224 t:108750 epi:nan +opt_step:326064 lr:0.0003 alpha:0.02605 +2026-02-13 07:43:47 | INFO | PID:1421 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:4543.00 total_reward_ma:2947.77 loss:-8.901 fps:131.6 +frame:1.75e+06 wall_t:13300 t:109375 epi:nan +opt_step:327939 lr:0.0003 alpha:0.02601 +2026-02-13 07:45:02 | INFO | PID:1421 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:4595.00 total_reward_ma:2978.70 loss:-9.039 fps:131.6 +frame:1.76e+06 wall_t:13375 t:110000 epi:nan +opt_step:329814 lr:0.0003 alpha:0.0265 +2026-02-13 07:46:17 | INFO | PID:1421 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:4656.00 total_reward_ma:3009.65 loss:-8.924 fps:131.6 +frame:1.77e+06 wall_t:13450 t:110625 epi:nan +opt_step:331689 lr:0.0003 alpha:0.02675 +2026-02-13 07:47:32 | INFO | PID:1421 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:4700.00 total_reward_ma:3040.64 loss:-8.978 fps:131.6 +frame:1.78e+06 wall_t:13526 t:111250 epi:nan +opt_step:333564 lr:0.0003 alpha:0.02668 +2026-02-13 07:48:47 | INFO | PID:1421 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:4744.00 total_reward_ma:3072.16 loss:-8.974 fps:131.6 +frame:1.79e+06 wall_t:13601 t:111875 epi:nan +opt_step:335439 lr:0.0003 alpha:0.02677 +2026-02-13 07:50:03 | INFO | PID:1421 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:5061.00 total_reward_ma:3106.41 loss:-9.043 fps:131.6 +frame:1.80e+06 wall_t:13677 t:112500 epi:nan +opt_step:337314 lr:0.0003 alpha:0.02714 +2026-02-13 07:51:18 | INFO | PID:1421 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:5136.00 total_reward_ma:3141.06 loss:-9.155 fps:131.6 +frame:1.81e+06 wall_t:13752 t:113125 epi:nan +opt_step:339189 lr:0.0003 alpha:0.02729 +2026-02-13 07:52:34 | INFO | PID:1421 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:5130.00 total_reward_ma:3174.39 loss:-9.152 fps:131.6 +frame:1.82e+06 wall_t:13828 t:113750 epi:nan +opt_step:341064 lr:0.0003 alpha:0.02748 +2026-02-13 07:53:49 | INFO | PID:1421 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:5216.00 total_reward_ma:3207.84 loss:-9.275 fps:131.6 +frame:1.83e+06 wall_t:13902 t:114375 epi:nan +opt_step:342939 lr:0.0003 alpha:0.0284 +2026-02-13 07:55:04 | INFO | PID:1421 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:5216.00 total_reward_ma:3241.18 loss:-8.959 fps:131.6 +frame:1.84e+06 wall_t:13978 t:115000 epi:nan +opt_step:344814 lr:0.0003 alpha:0.02815 +2026-02-13 07:56:20 | INFO | PID:1421 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:5285.00 total_reward_ma:3274.60 loss:-9.375 fps:131.6 +frame:1.85e+06 wall_t:14054 t:115625 epi:nan +opt_step:346689 lr:0.0003 alpha:0.02805 +2026-02-13 07:57:36 | INFO | PID:1421 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:5308.00 total_reward_ma:3308.42 loss:-9.098 fps:131.6 +frame:1.86e+06 wall_t:14129 t:116250 epi:nan +opt_step:348564 lr:0.0003 alpha:0.02775 +2026-02-13 07:58:52 | INFO | PID:1421 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:5332.00 total_reward_ma:3341.17 loss:-9.216 fps:131.6 +frame:1.87e+06 wall_t:14205 t:116875 epi:nan +opt_step:350439 lr:0.0003 alpha:0.02789 +2026-02-13 08:00:07 | INFO | PID:1421 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:5398.00 total_reward_ma:3374.33 loss:-9.619 fps:131.6 +frame:1.88e+06 wall_t:14281 t:117500 epi:nan +opt_step:352314 lr:0.0003 alpha:0.02794 +2026-02-13 08:01:23 | INFO | PID:1421 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:5538.00 total_reward_ma:3408.57 loss:-9.464 fps:131.7 +frame:1.89e+06 wall_t:14356 t:118125 epi:nan +opt_step:354189 lr:0.0003 alpha:0.02841 +2026-02-13 08:02:38 | INFO | PID:1421 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:5234.00 total_reward_ma:3439.37 loss:-9.658 fps:131.7 +frame:1.90e+06 wall_t:14432 t:118750 epi:nan +opt_step:356064 lr:0.0003 alpha:0.02809 +2026-02-13 08:03:54 | INFO | PID:1421 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:5326.00 total_reward_ma:3469.68 loss:-9.476 fps:131.7 +frame:1.91e+06 wall_t:14507 t:119375 epi:nan +opt_step:357939 lr:0.0003 alpha:0.02831 +2026-02-13 08:05:10 | INFO | PID:1421 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:5202.00 total_reward_ma:3498.17 loss:-9.731 fps:131.7 +frame:1.92e+06 wall_t:14583 t:120000 epi:nan +opt_step:359814 lr:0.0003 alpha:0.02814 +2026-02-13 08:06:25 | INFO | PID:1421 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:5131.00 total_reward_ma:3525.92 loss:-9.437 fps:131.7 +frame:1.93e+06 wall_t:14658 t:120625 epi:nan +opt_step:361689 lr:0.0003 alpha:0.02831 +2026-02-13 08:07:40 | INFO | PID:1421 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:5060.00 total_reward_ma:3553.22 loss:-9.674 fps:131.7 +frame:1.94e+06 wall_t:14733 t:121250 epi:nan +opt_step:363564 lr:0.0003 alpha:0.02789 +2026-02-13 08:08:55 | INFO | PID:1421 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:5209.00 total_reward_ma:3582.12 loss:-9.451 fps:131.7 +frame:1.95e+06 wall_t:14808 t:121875 epi:nan +opt_step:365439 lr:0.0003 alpha:0.02819 +2026-02-13 08:10:10 | INFO | PID:1421 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:5255.00 total_reward_ma:3610.73 loss:-9.711 fps:131.7 +frame:1.96e+06 wall_t:14883 t:122500 epi:nan +opt_step:367314 lr:0.0003 alpha:0.02798 +2026-02-13 08:11:25 | INFO | PID:1421 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:5026.00 total_reward_ma:3637.05 loss:-9.497 fps:131.7 +frame:1.97e+06 wall_t:14958 t:123125 epi:nan +opt_step:369189 lr:0.0003 alpha:0.02818 +2026-02-13 08:12:40 | INFO | PID:1421 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:5059.00 total_reward_ma:3663.82 loss:-9.843 fps:131.7 +frame:1.98e+06 wall_t:15033 t:123750 epi:nan +opt_step:371064 lr:0.0003 alpha:0.02807 +2026-02-13 08:13:55 | INFO | PID:1421 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:5257.00 total_reward_ma:3692.67 loss:-9.942 fps:131.7 +frame:1.99e+06 wall_t:15109 t:124375 epi:nan +opt_step:372939 lr:0.0003 alpha:0.02813 +2026-02-13 08:15:10 | INFO | PID:1421 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_stargunner_t0_s3 [train] +total_reward:5184.00 total_reward_ma:3721.19 loss:-9.801 fps:131.7 +frame:2.00e+06 wall_t:15184 t:125000 epi:nan +opt_step:374814 lr:0.0003 alpha:0.02771 +2026-02-13 08:15:11 | INFO | PID:1421 | slm_lab.lib.logger:info | Session 3 done diff --git a/data/sac_atari_stargunner_2026_02_13_040158/sac_atari_stargunner_spec.json b/data/sac_atari_stargunner_2026_02_13_040158/sac_atari_stargunner_spec.json new file mode 100644 index 0000000000000000000000000000000000000000..7fa9fe7b22715207b1b127ce25bdc6a4727d84a5 --- /dev/null +++ b/data/sac_atari_stargunner_2026_02_13_040158/sac_atari_stargunner_spec.json @@ -0,0 +1,98 @@ +{ + "agent": { + "name": "SoftActorCritic", + "algorithm": { + "name": "SoftActorCritic", + "action_pdtype": "Categorical", + "action_policy": "default", + "gamma": 0.99, + "training_start_step": 1000, + "training_frequency": 4, + "training_iter": 3 + }, + "memory": { + "name": "Replay", + "batch_size": 256, + "max_size": 200000, + "use_cer": false + }, + "net": { + "type": "ConvNet", + "shared": false, + "conv_hid_layers": [ + [ + 32, + 8, + 4, + 0, + 1 + ], + [ + 64, + 4, + 2, + 0, + 1 + ], + [ + 64, + 3, + 1, + 0, + 1 + ] + ], + "fc_hid_layers": [ + 512 + ], + "hid_layers_activation": "relu", + "init_fn": "orthogonal_", + "normalize": true, + "batch_norm": false, + "clip_grad_val": 0.5, + "use_same_optim": false, + "loss_spec": { + "name": "SmoothL1Loss" + }, + "optim_spec": { + "name": "AdamW", + "lr": 0.0003, + "eps": 0.0001 + }, + "update_type": "polyak", + "update_frequency": 1, + "polyak_coef": 0.005, + "gpu": "auto" + } + }, + "env": { + "name": "ALE/StarGunner-v5", + "num_envs": 16, + "max_t": null, + "max_frame": 2000000, + "life_loss_info": true + }, + "meta": { + "distributed": false, + "eval_frequency": 10000, + "log_frequency": 10000, + "max_session": 4, + "max_trial": 1, + "rigorous_eval": 0, + "experiment": 0, + "trial": 0, + "session": -1, + "cuda_offset": 0, + "resume": false, + "experiment_ts": "2026_02_13_040158", + "prepath": "data/sac_atari_stargunner_2026_02_13_040158/sac_atari_stargunner_t0", + "git_sha": "unknown", + "random_seed": null, + "predir": "data/sac_atari_stargunner_2026_02_13_040158", + "graph_prepath": "data/sac_atari_stargunner_2026_02_13_040158/graph/sac_atari_stargunner_t0", + "info_prepath": "data/sac_atari_stargunner_2026_02_13_040158/info/sac_atari_stargunner_t0", + "log_prepath": "data/sac_atari_stargunner_2026_02_13_040158/log/sac_atari_stargunner_t0", + "model_prepath": "data/sac_atari_stargunner_2026_02_13_040158/model/sac_atari_stargunner_t0" + }, + "name": "sac_atari_stargunner" +} \ No newline at end of file diff --git a/data/sac_atari_stargunner_2026_02_13_040158/sac_atari_stargunner_t0_spec.json b/data/sac_atari_stargunner_2026_02_13_040158/sac_atari_stargunner_t0_spec.json new file mode 100644 index 0000000000000000000000000000000000000000..7fa9fe7b22715207b1b127ce25bdc6a4727d84a5 --- /dev/null +++ b/data/sac_atari_stargunner_2026_02_13_040158/sac_atari_stargunner_t0_spec.json @@ -0,0 +1,98 @@ +{ + "agent": { + "name": "SoftActorCritic", + "algorithm": { + "name": "SoftActorCritic", + "action_pdtype": "Categorical", + "action_policy": "default", + "gamma": 0.99, + "training_start_step": 1000, + "training_frequency": 4, + "training_iter": 3 + }, + "memory": { + "name": "Replay", + "batch_size": 256, + "max_size": 200000, + "use_cer": false + }, + "net": { + "type": "ConvNet", + "shared": false, + "conv_hid_layers": [ + [ + 32, + 8, + 4, + 0, + 1 + ], + [ + 64, + 4, + 2, + 0, + 1 + ], + [ + 64, + 3, + 1, + 0, + 1 + ] + ], + "fc_hid_layers": [ + 512 + ], + "hid_layers_activation": "relu", + "init_fn": "orthogonal_", + "normalize": true, + "batch_norm": false, + "clip_grad_val": 0.5, + "use_same_optim": false, + "loss_spec": { + "name": "SmoothL1Loss" + }, + "optim_spec": { + "name": "AdamW", + "lr": 0.0003, + "eps": 0.0001 + }, + "update_type": "polyak", + "update_frequency": 1, + "polyak_coef": 0.005, + "gpu": "auto" + } + }, + "env": { + "name": "ALE/StarGunner-v5", + "num_envs": 16, + "max_t": null, + "max_frame": 2000000, + "life_loss_info": true + }, + "meta": { + "distributed": false, + "eval_frequency": 10000, + "log_frequency": 10000, + "max_session": 4, + "max_trial": 1, + "rigorous_eval": 0, + "experiment": 0, + "trial": 0, + "session": -1, + "cuda_offset": 0, + "resume": false, + "experiment_ts": "2026_02_13_040158", + 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+++ b/data/sac_atari_surround_2026_02_10_231238/info/sac_atari_surround_t0_trial_metrics_scalar.json @@ -0,0 +1,11 @@ +{ + "frame": 2000000.0, + "total_reward_ma": -9.860750198364258, + "strength": 0.05556877702474594, + "max_strength": 0.19499945640563965, + "final_strength": 0.18999934196472168, + "sample_efficiency": 2.745765868894523e-06, + "training_efficiency": 5.422367758001201e-05, + "stability": 0.9290710687637329, + "consistency": -1.82997465133667 +} \ No newline at end of file diff --git a/data/sac_atari_surround_2026_02_10_231238/log/sac_atari_surround_t0.log b/data/sac_atari_surround_2026_02_10_231238/log/sac_atari_surround_t0.log new file mode 100644 index 0000000000000000000000000000000000000000..d5e4a28adb0d905f8454885ca968f2d8c27c6878 --- /dev/null +++ b/data/sac_atari_surround_2026_02_10_231238/log/sac_atari_surround_t0.log @@ -0,0 +1,5 @@ +2026-02-11 00:53:30 | INFO | PID:1196 | slm_lab.lib.logger:info | trial_metrics: frame:2.00e+06 | total_reward_ma:-9.86 | strength:0.05557 | max_strength:0.195 | final_strength:0.19 | sample_efficiency:2.746e-06 | training_efficiency:5.422e-05 | stability:0.9291 | consistency:-1.83 +2026-02-11 00:53:30 | INFO | PID:1196 | slm_lab.lib.logger:info | Trial 0 done +2026-02-11 00:53:30 | INFO | PID:1196 | slm_lab.cli.main:run_spec | Output: data/sac_atari_surround_2026_02_10_231238 +2026-02-11 00:53:30 | INFO | PID:1196 | slm_lab.lib.hf:cleanup_models | Cleanup saved 309.1 MB +2026-02-11 00:53:31 | INFO | PID:1196 | slm_lab.lib.hf:upload | Uploading data/sac_atari_surround_2026_02_10_231238 to SLM-Lab/benchmark-dev/data/sac_atari_surround_2026_02_10_231238... diff --git a/data/sac_atari_surround_2026_02_10_231238/log/sac_atari_surround_t0_s0.log b/data/sac_atari_surround_2026_02_10_231238/log/sac_atari_surround_t0_s0.log new file mode 100644 index 0000000000000000000000000000000000000000..a2415a29ac81120fc03070025b7ab3b5990f8df6 --- /dev/null +++ b/data/sac_atari_surround_2026_02_10_231238/log/sac_atari_surround_t0_s0.log @@ -0,0 +1,982 @@ +2026-02-10 23:12:43 | INFO | PID:1325 | slm_lab.env:_make_vector_env | AtariVectorEnv: 16 envs, native preprocessing +2026-02-10 23:13:28 | INFO | PID:1325 | slm_lab.lib.perf:log_perf_setup | Performance setup: +Platform: GPU NVIDIA RTX A4500 (compute 8.6) +• GPU cuDNN benchmark: enabled +• GPU memory management: enabled +• GPU TF32 acceleration: enabled +2026-02-10 23:13:29 | INFO | PID:1325 | slm_lab.lib.logger:info | SoftActorCritic: +algorithm_spec: + name: SoftActorCritic + action_pdtype: Categorical + action_policy: default + gamma: 0.99 + training_start_step: 10000 + training_frequency: 4 + training_iter: 1 +name: SoftActorCritic +memory_spec: + name: Replay + batch_size: 256 + max_size: 200000 + use_cer: false +action_pdtype: Categorical +training_iter: 1 +training_start_step: 10000 +policy_delay: 1 +entropy_penalty_coef: 0.0 +gamma: 0.99 +training_frequency: 4 +to_train: 0 +_train_step: 0 +shared: False +net: (device:cuda:0) ConvNet( + (conv_model): Sequential( + (0): Conv2d(4, 32, kernel_size=(8, 8), stride=(4, 4)) + (1): ReLU() + (2): Conv2d(32, 64, kernel_size=(4, 4), stride=(2, 2)) + (3): ReLU() + (4): Conv2d(64, 64, kernel_size=(3, 3), stride=(1, 1)) + (5): ReLU() + ) + (fc_model): Sequential( + (0): Linear(in_features=3136, out_features=512, bias=True) + (1): ReLU() + ) + (tails): Sequential( + (0): Linear(in_features=512, out_features=5, bias=True) + ) + (loss_fn): SmoothL1Loss() +) +optim: AdamW ( +Parameter Group 0 + amsgrad: False + betas: (0.9, 0.999) + capturable: False + decoupled_weight_decay: True + differentiable: False + eps: 0.0001 + foreach: None + fused: None + lr: 0.0003 + maximize: False + weight_decay: 0.01 +) +q1_net: (device:cuda:0) ConvNet( + (conv_model): Sequential( + (0): Conv2d(4, 32, kernel_size=(8, 8), stride=(4, 4)) + (1): ReLU() + (2): Conv2d(32, 64, kernel_size=(4, 4), stride=(2, 2)) + (3): ReLU() + (4): Conv2d(64, 64, kernel_size=(3, 3), stride=(1, 1)) + (5): ReLU() + ) + (fc_model): Sequential( + (0): Linear(in_features=3136, out_features=512, bias=True) + (1): ReLU() + ) + (tails): Sequential( + (0): Linear(in_features=512, out_features=5, bias=True) + ) + (loss_fn): SmoothL1Loss() +) +target_q1_net: (device:cuda:0) ConvNet( + (conv_model): Sequential( + (0): Conv2d(4, 32, kernel_size=(8, 8), stride=(4, 4)) + (1): ReLU() + (2): Conv2d(32, 64, kernel_size=(4, 4), stride=(2, 2)) + (3): ReLU() + (4): Conv2d(64, 64, kernel_size=(3, 3), stride=(1, 1)) + (5): ReLU() + ) + (fc_model): Sequential( + (0): Linear(in_features=3136, out_features=512, bias=True) + (1): ReLU() + ) + (tails): Sequential( + (0): Linear(in_features=512, out_features=5, bias=True) + ) + (loss_fn): SmoothL1Loss() +) +q1_optim: AdamW ( +Parameter Group 0 + amsgrad: False + betas: (0.9, 0.999) + capturable: False + decoupled_weight_decay: True + differentiable: False + eps: 0.0001 + foreach: None + fused: None + lr: 0.0003 + maximize: False + weight_decay: 0.01 +) +q2_net: (device:cuda:0) ConvNet( + (conv_model): Sequential( + (0): Conv2d(4, 32, kernel_size=(8, 8), stride=(4, 4)) + (1): ReLU() + (2): Conv2d(32, 64, kernel_size=(4, 4), stride=(2, 2)) + (3): ReLU() + (4): Conv2d(64, 64, kernel_size=(3, 3), stride=(1, 1)) + (5): ReLU() + ) + (fc_model): Sequential( + (0): Linear(in_features=3136, out_features=512, bias=True) + (1): ReLU() + ) + (tails): Sequential( + (0): Linear(in_features=512, out_features=5, bias=True) + ) + (loss_fn): SmoothL1Loss() +) +target_q2_net: (device:cuda:0) ConvNet( + (conv_model): Sequential( + (0): Conv2d(4, 32, kernel_size=(8, 8), stride=(4, 4)) + (1): ReLU() + (2): Conv2d(32, 64, kernel_size=(4, 4), stride=(2, 2)) + (3): ReLU() + (4): Conv2d(64, 64, kernel_size=(3, 3), stride=(1, 1)) + (5): ReLU() + ) + (fc_model): Sequential( + (0): Linear(in_features=3136, out_features=512, bias=True) + (1): ReLU() + ) + (tails): Sequential( + (0): Linear(in_features=512, out_features=5, bias=True) + ) + (loss_fn): SmoothL1Loss() +) +q2_optim: AdamW ( +Parameter Group 0 + amsgrad: False + betas: (0.9, 0.999) + capturable: False + decoupled_weight_decay: True + differentiable: False + eps: 0.0001 + foreach: None + fused: None + lr: 0.0003 + maximize: False + weight_decay: 0.01 +) +net_names: ['net', 'q1_net', 'target_q1_net', 'q2_net', 'target_q2_net'] +target_entropy: 0.9656627474604601 +log_alpha: tensor([0.], device='cuda:0', requires_grad=True) +alpha: tensor([1.], device='cuda:0') +alpha_optim: AdamW ( +Parameter Group 0 + amsgrad: False + betas: (0.9, 0.999) + capturable: False + decoupled_weight_decay: True + differentiable: False + eps: 0.0001 + foreach: None + fused: None + lr: 0.0003 + maximize: False + weight_decay: 0.01 +) +2026-02-10 23:13:34 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:nan total_reward_ma:nan loss:nan fps:208.3 +frame:1.00e+04 wall_t:48 t:625 epi:nan +opt_step:0 lr:0.0003 alpha:1 +2026-02-10 23:14:04 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-10.00 total_reward_ma:-10.00 loss:-6.85 fps:259.7 +frame:2.00e+04 wall_t:77 t:1250 epi:nan +opt_step:625 lr:0.0003 alpha:0.8336 +2026-02-10 23:14:33 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-10.00 total_reward_ma:-10.00 loss:-9.734 fps:280.4 +frame:3.00e+04 wall_t:107 t:1875 epi:nan +opt_step:1250 lr:0.0003 alpha:0.7051 +2026-02-10 23:15:04 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-10.00 total_reward_ma:-10.00 loss:-12.28 fps:289.9 +frame:4.00e+04 wall_t:138 t:2500 epi:nan +opt_step:1875 lr:0.0003 alpha:0.6019 +2026-02-10 23:15:34 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-10.00 total_reward_ma:-10.00 loss:-14.44 fps:297.6 +frame:5.00e+04 wall_t:168 t:3125 epi:nan +opt_step:2500 lr:0.0003 alpha:0.5171 +2026-02-10 23:16:04 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-10.00 total_reward_ma:-10.00 loss:-15.95 fps:303 +frame:6.00e+04 wall_t:198 t:3750 epi:nan +opt_step:3125 lr:0.0003 alpha:0.4462 +2026-02-10 23:16:35 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-10.00 total_reward_ma:-10.00 loss:-17.28 fps:307 +frame:7.00e+04 wall_t:228 t:4375 epi:nan +opt_step:3750 lr:0.0003 alpha:0.3863 +2026-02-10 23:17:05 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-10.00 total_reward_ma:-10.00 loss:-18.21 fps:308.9 +frame:8.00e+04 wall_t:259 t:5000 epi:nan +opt_step:4375 lr:0.0003 alpha:0.3351 +2026-02-10 23:17:35 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-10.00 total_reward_ma:-10.00 loss:-19.41 fps:311.4 +frame:9.00e+04 wall_t:289 t:5625 epi:nan +opt_step:5000 lr:0.0003 alpha:0.2912 +2026-02-10 23:18:05 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-10.00 total_reward_ma:-10.00 loss:-19.82 fps:313.5 +frame:1.00e+05 wall_t:319 t:6250 epi:nan +opt_step:5625 lr:0.0003 alpha:0.2533 +2026-02-10 23:18:36 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-10.00 total_reward_ma:-10.00 loss:-20.1 fps:314.3 +frame:1.10e+05 wall_t:350 t:6875 epi:nan +opt_step:6250 lr:0.0003 alpha:0.2205 +2026-02-10 23:19:06 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-10.00 total_reward_ma:-10.00 loss:-20.46 fps:315.8 +frame:1.20e+05 wall_t:380 t:7500 epi:nan +opt_step:6875 lr:0.0003 alpha:0.1921 +2026-02-10 23:19:36 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-10.00 total_reward_ma:-10.00 loss:-20.83 fps:317.1 +frame:1.30e+05 wall_t:410 t:8125 epi:nan +opt_step:7500 lr:0.0003 alpha:0.1674 +2026-02-10 23:20:07 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-10.00 total_reward_ma:-10.00 loss:-20.86 fps:318.2 +frame:1.40e+05 wall_t:440 t:8750 epi:nan +opt_step:8125 lr:0.0003 alpha:0.1459 +2026-02-10 23:20:37 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-10.00 total_reward_ma:-10.00 loss:-20.57 fps:319.1 +frame:1.50e+05 wall_t:470 t:9375 epi:nan +opt_step:8750 lr:0.0003 alpha:0.1272 +2026-02-10 23:21:07 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-10.00 total_reward_ma:-10.00 loss:-20.47 fps:319.4 +frame:1.60e+05 wall_t:501 t:10000 epi:nan +opt_step:9375 lr:0.0003 alpha:0.111 +2026-02-10 23:21:38 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-10.00 total_reward_ma:-10.00 loss:-20.51 fps:319.5 +frame:1.70e+05 wall_t:532 t:10625 epi:nan +opt_step:10000 lr:0.0003 alpha:0.0968 +2026-02-10 23:22:08 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-10.00 total_reward_ma:-10.00 loss:-20.12 fps:320.3 +frame:1.80e+05 wall_t:562 t:11250 epi:nan +opt_step:10625 lr:0.0003 alpha:0.08446 +2026-02-10 23:22:38 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-10.00 total_reward_ma:-10.00 loss:-19.77 fps:320.9 +frame:1.90e+05 wall_t:592 t:11875 epi:nan +opt_step:11250 lr:0.0003 alpha:0.07372 +2026-02-10 23:23:09 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-10.00 total_reward_ma:-10.00 loss:-19.48 fps:321 +frame:2.00e+05 wall_t:623 t:12500 epi:nan +opt_step:11875 lr:0.0003 alpha:0.06435 +2026-02-10 23:23:39 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-10.00 total_reward_ma:-10.00 loss:-19.34 fps:321.6 +frame:2.10e+05 wall_t:653 t:13125 epi:nan +opt_step:12500 lr:0.0003 alpha:0.05619 +2026-02-10 23:24:08 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-10.00 total_reward_ma:-10.00 loss:-18.97 fps:322.6 +frame:2.20e+05 wall_t:682 t:13750 epi:nan +opt_step:13125 lr:0.0003 alpha:0.04907 +2026-02-10 23:24:38 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-10.00 total_reward_ma:-10.00 loss:-18.24 fps:323 +frame:2.30e+05 wall_t:712 t:14375 epi:nan +opt_step:13750 lr:0.0003 alpha:0.04287 +2026-02-10 23:25:08 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-10.00 total_reward_ma:-10.00 loss:-18 fps:323.5 +frame:2.40e+05 wall_t:742 t:15000 epi:nan +opt_step:14375 lr:0.0003 alpha:0.03745 +2026-02-10 23:25:39 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-10.00 total_reward_ma:-10.00 loss:-17.76 fps:323.4 +frame:2.50e+05 wall_t:773 t:15625 epi:nan +opt_step:15000 lr:0.0003 alpha:0.03273 +2026-02-10 23:26:09 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-10.00 total_reward_ma:-10.00 loss:-17.32 fps:323.8 +frame:2.60e+05 wall_t:803 t:16250 epi:nan +opt_step:15625 lr:0.0003 alpha:0.02861 +2026-02-10 23:26:39 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-10.00 total_reward_ma:-10.00 loss:-16.74 fps:324.1 +frame:2.70e+05 wall_t:833 t:16875 epi:nan +opt_step:16250 lr:0.0003 alpha:0.02502 +2026-02-10 23:27:10 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-10.00 total_reward_ma:-10.00 loss:-16.31 fps:324.1 +frame:2.80e+05 wall_t:864 t:17500 epi:nan +opt_step:16875 lr:0.0003 alpha:0.02188 +2026-02-10 23:27:41 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-10.00 total_reward_ma:-10.00 loss:-16.05 fps:324.4 +frame:2.90e+05 wall_t:894 t:18125 epi:nan +opt_step:17500 lr:0.0003 alpha:0.01914 +2026-02-10 23:28:11 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-10.00 total_reward_ma:-10.00 loss:-15.63 fps:324.3 +frame:3.00e+05 wall_t:925 t:18750 epi:nan +opt_step:18125 lr:0.0003 alpha:0.01675 +2026-02-10 23:28:42 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-9.99 total_reward_ma:-10.00 loss:-14.91 fps:324.6 +frame:3.10e+05 wall_t:955 t:19375 epi:nan +opt_step:18750 lr:0.0003 alpha:0.01466 +2026-02-10 23:29:12 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-9.99 total_reward_ma:-10.00 loss:-14.59 fps:324.5 +frame:3.20e+05 wall_t:986 t:20000 epi:nan +opt_step:19375 lr:0.0003 alpha:0.01284 +2026-02-10 23:29:43 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-9.99 total_reward_ma:-10.00 loss:-14.31 fps:324.5 +frame:3.30e+05 wall_t:1017 t:20625 epi:nan +opt_step:20000 lr:0.0003 alpha:0.01124 +2026-02-10 23:30:14 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-9.99 total_reward_ma:-10.00 loss:-13.97 fps:324.7 +frame:3.40e+05 wall_t:1047 t:21250 epi:nan +opt_step:20625 lr:0.0003 alpha:0.009852 +2026-02-10 23:30:43 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-9.99 total_reward_ma:-10.00 loss:-13.54 fps:325 +frame:3.50e+05 wall_t:1077 t:21875 epi:nan +opt_step:21250 lr:0.0003 alpha:0.008634 +2026-02-10 23:31:13 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-9.99 total_reward_ma:-10.00 loss:-12.99 fps:325.2 +frame:3.60e+05 wall_t:1107 t:22500 epi:nan +opt_step:21875 lr:0.0003 alpha:0.007569 +2026-02-10 23:31:44 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-9.99 total_reward_ma:-10.00 loss:-12.7 fps:325.4 +frame:3.70e+05 wall_t:1137 t:23125 epi:nan +opt_step:22500 lr:0.0003 alpha:0.006738 +2026-02-10 23:32:14 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-9.99 total_reward_ma:-10.00 loss:-12.19 fps:325.3 +frame:3.80e+05 wall_t:1168 t:23750 epi:nan +opt_step:23125 lr:0.0003 alpha:0.006738 +2026-02-10 23:32:44 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-9.99 total_reward_ma:-10.00 loss:-11.9 fps:325.8 +frame:3.90e+05 wall_t:1197 t:24375 epi:nan +opt_step:23750 lr:0.0003 alpha:0.006738 +2026-02-10 23:33:13 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-9.99 total_reward_ma:-10.00 loss:-11.62 fps:326 +frame:4.00e+05 wall_t:1227 t:25000 epi:nan +opt_step:24375 lr:0.0003 alpha:0.006738 +2026-02-10 23:33:44 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-9.99 total_reward_ma:-10.00 loss:-11.32 fps:326.2 +frame:4.10e+05 wall_t:1257 t:25625 epi:nan +opt_step:25000 lr:0.0003 alpha:0.006738 +2026-02-10 23:34:15 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-10.00 total_reward_ma:-10.00 loss:-10.94 fps:326.1 +frame:4.20e+05 wall_t:1288 t:26250 epi:nan +opt_step:25625 lr:0.0003 alpha:0.006738 +2026-02-10 23:34:45 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-10.00 total_reward_ma:-10.00 loss:-10.54 fps:326 +frame:4.30e+05 wall_t:1319 t:26875 epi:nan +opt_step:26250 lr:0.0003 alpha:0.006738 +2026-02-10 23:35:15 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-10.00 total_reward_ma:-10.00 loss:-10.21 fps:326.4 +frame:4.40e+05 wall_t:1348 t:27500 epi:nan +opt_step:26875 lr:0.0003 alpha:0.006738 +2026-02-10 23:35:45 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-10.00 total_reward_ma:-10.00 loss:-9.986 fps:326.6 +frame:4.50e+05 wall_t:1378 t:28125 epi:nan +opt_step:27500 lr:0.0003 alpha:0.006738 +2026-02-10 23:36:15 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-10.00 total_reward_ma:-10.00 loss:-9.842 fps:326.7 +frame:4.60e+05 wall_t:1408 t:28750 epi:nan +opt_step:28125 lr:0.0003 alpha:0.006738 +2026-02-10 23:36:46 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-10.00 total_reward_ma:-10.00 loss:-9.568 fps:326.6 +frame:4.70e+05 wall_t:1439 t:29375 epi:nan +opt_step:28750 lr:0.0003 alpha:0.006738 +2026-02-10 23:37:16 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-10.00 total_reward_ma:-10.00 loss:-9.25 fps:326.5 +frame:4.80e+05 wall_t:1470 t:30000 epi:nan +opt_step:29375 lr:0.0003 alpha:0.006738 +2026-02-10 23:37:47 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-10.00 total_reward_ma:-10.00 loss:-8.847 fps:326.4 +frame:4.90e+05 wall_t:1501 t:30625 epi:nan +opt_step:30000 lr:0.0003 alpha:0.006738 +2026-02-10 23:38:17 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-10.00 total_reward_ma:-10.00 loss:-8.549 fps:326.6 +frame:5.00e+05 wall_t:1531 t:31250 epi:nan +opt_step:30625 lr:0.0003 alpha:0.006738 +2026-02-10 23:38:48 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-10.00 total_reward_ma:-10.00 loss:-8.358 fps:326.7 +frame:5.10e+05 wall_t:1561 t:31875 epi:nan +opt_step:31250 lr:0.0003 alpha:0.006738 +2026-02-10 23:39:17 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-10.00 total_reward_ma:-10.00 loss:-8.223 fps:326.8 +frame:5.20e+05 wall_t:1591 t:32500 epi:nan +opt_step:31875 lr:0.0003 alpha:0.006738 +2026-02-10 23:39:48 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-10.00 total_reward_ma:-10.00 loss:-7.905 fps:327 +frame:5.30e+05 wall_t:1621 t:33125 epi:nan +opt_step:32500 lr:0.0003 alpha:0.006738 +2026-02-10 23:40:17 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-10.00 total_reward_ma:-10.00 loss:-7.685 fps:327.1 +frame:5.40e+05 wall_t:1651 t:33750 epi:nan +opt_step:33125 lr:0.0003 alpha:0.006738 +2026-02-10 23:40:48 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-10.00 total_reward_ma:-10.00 loss:-7.471 fps:327.2 +frame:5.50e+05 wall_t:1681 t:34375 epi:nan +opt_step:33750 lr:0.0003 alpha:0.006738 +2026-02-10 23:41:17 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-10.00 total_reward_ma:-10.00 loss:-7.286 fps:327.3 +frame:5.60e+05 wall_t:1711 t:35000 epi:nan +opt_step:34375 lr:0.0003 alpha:0.006738 +2026-02-10 23:41:48 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-9.99 total_reward_ma:-10.00 loss:-7.013 fps:327.4 +frame:5.70e+05 wall_t:1741 t:35625 epi:nan +opt_step:35000 lr:0.0003 alpha:0.006738 +2026-02-10 23:42:18 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-9.99 total_reward_ma:-10.00 loss:-6.722 fps:327.3 +frame:5.80e+05 wall_t:1772 t:36250 epi:nan +opt_step:35625 lr:0.0003 alpha:0.006738 +2026-02-10 23:42:49 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-9.99 total_reward_ma:-10.00 loss:-6.519 fps:327.2 +frame:5.90e+05 wall_t:1803 t:36875 epi:nan +opt_step:36250 lr:0.0003 alpha:0.006738 +2026-02-10 23:43:19 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-9.99 total_reward_ma:-10.00 loss:-6.394 fps:327.3 +frame:6.00e+05 wall_t:1833 t:37500 epi:nan +opt_step:36875 lr:0.0003 alpha:0.006738 +2026-02-10 23:43:49 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-9.99 total_reward_ma:-10.00 loss:-6.193 fps:327.4 +frame:6.10e+05 wall_t:1863 t:38125 epi:nan +opt_step:37500 lr:0.0003 alpha:0.006738 +2026-02-10 23:44:20 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-9.99 total_reward_ma:-10.00 loss:-6.04 fps:327.5 +frame:6.20e+05 wall_t:1893 t:38750 epi:nan +opt_step:38125 lr:0.0003 alpha:0.006738 +2026-02-10 23:44:49 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-9.99 total_reward_ma:-10.00 loss:-5.777 fps:327.6 +frame:6.30e+05 wall_t:1923 t:39375 epi:nan +opt_step:38750 lr:0.0003 alpha:0.006738 +2026-02-10 23:45:20 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-9.99 total_reward_ma:-10.00 loss:-5.732 fps:327.5 +frame:6.40e+05 wall_t:1954 t:40000 epi:nan +opt_step:39375 lr:0.0003 alpha:0.006738 +2026-02-10 23:45:50 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-9.99 total_reward_ma:-10.00 loss:-5.508 fps:327.6 +frame:6.50e+05 wall_t:1984 t:40625 epi:nan +opt_step:40000 lr:0.0003 alpha:0.006738 +2026-02-10 23:46:20 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-9.98 total_reward_ma:-10.00 loss:-5.375 fps:327.7 +frame:6.60e+05 wall_t:2014 t:41250 epi:nan +opt_step:40625 lr:0.0003 alpha:0.006738 +2026-02-10 23:46:50 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-9.98 total_reward_ma:-10.00 loss:-5.225 fps:327.8 +frame:6.70e+05 wall_t:2044 t:41875 epi:nan +opt_step:41250 lr:0.0003 alpha:0.006738 +2026-02-10 23:47:20 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-9.98 total_reward_ma:-10.00 loss:-5.029 fps:328 +frame:6.80e+05 wall_t:2073 t:42500 epi:nan +opt_step:41875 lr:0.0003 alpha:0.006738 +2026-02-10 23:47:50 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-9.99 total_reward_ma:-10.00 loss:-4.931 fps:327.9 +frame:6.90e+05 wall_t:2104 t:43125 epi:nan +opt_step:42500 lr:0.0003 alpha:0.006738 +2026-02-10 23:48:20 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-9.99 total_reward_ma:-10.00 loss:-4.747 fps:328 +frame:7.00e+05 wall_t:2134 t:43750 epi:nan +opt_step:43125 lr:0.0003 alpha:0.006738 +2026-02-10 23:48:51 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-9.99 total_reward_ma:-10.00 loss:-4.576 fps:328.1 +frame:7.10e+05 wall_t:2164 t:44375 epi:nan +opt_step:43750 lr:0.0003 alpha:0.006738 +2026-02-10 23:49:21 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-9.99 total_reward_ma:-10.00 loss:-4.494 fps:328.2 +frame:7.20e+05 wall_t:2194 t:45000 epi:nan +opt_step:44375 lr:0.0003 alpha:0.006738 +2026-02-10 23:49:51 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-9.99 total_reward_ma:-10.00 loss:-4.379 fps:328.2 +frame:7.30e+05 wall_t:2224 t:45625 epi:nan +opt_step:45000 lr:0.0003 alpha:0.006738 +2026-02-10 23:50:21 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-9.99 total_reward_ma:-10.00 loss:-4.239 fps:328.2 +frame:7.40e+05 wall_t:2255 t:46250 epi:nan +opt_step:45625 lr:0.0003 alpha:0.006738 +2026-02-10 23:50:51 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-9.99 total_reward_ma:-10.00 loss:-4.136 fps:328.2 +frame:7.50e+05 wall_t:2285 t:46875 epi:nan +opt_step:46250 lr:0.0003 alpha:0.006738 +2026-02-10 23:51:21 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-9.99 total_reward_ma:-10.00 loss:-4.041 fps:328.3 +frame:7.60e+05 wall_t:2315 t:47500 epi:nan +opt_step:46875 lr:0.0003 alpha:0.006738 +2026-02-10 23:51:52 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-10.00 total_reward_ma:-10.00 loss:-3.829 fps:328.4 +frame:7.70e+05 wall_t:2345 t:48125 epi:nan +opt_step:47500 lr:0.0003 alpha:0.006738 +2026-02-10 23:52:22 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-10.00 total_reward_ma:-10.00 loss:-3.737 fps:328.4 +frame:7.80e+05 wall_t:2375 t:48750 epi:nan +opt_step:48125 lr:0.0003 alpha:0.006738 +2026-02-10 23:52:52 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-10.00 total_reward_ma:-10.00 loss:-3.646 fps:328.3 +frame:7.90e+05 wall_t:2406 t:49375 epi:nan +opt_step:48750 lr:0.0003 alpha:0.006738 +2026-02-10 23:53:22 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-10.00 total_reward_ma:-10.00 loss:-3.54 fps:328.4 +frame:8.00e+05 wall_t:2436 t:50000 epi:nan +opt_step:49375 lr:0.0003 alpha:0.006738 +2026-02-10 23:53:52 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-10.00 total_reward_ma:-10.00 loss:-3.416 fps:328.6 +frame:8.10e+05 wall_t:2465 t:50625 epi:nan +opt_step:50000 lr:0.0003 alpha:0.006738 +2026-02-10 23:54:22 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-10.00 total_reward_ma:-10.00 loss:-3.374 fps:328.7 +frame:8.20e+05 wall_t:2495 t:51250 epi:nan +opt_step:50625 lr:0.0003 alpha:0.006738 +2026-02-10 23:54:52 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-10.00 total_reward_ma:-10.00 loss:-3.231 fps:328.6 +frame:8.30e+05 wall_t:2526 t:51875 epi:nan +opt_step:51250 lr:0.0003 alpha:0.006738 +2026-02-10 23:55:23 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-10.00 total_reward_ma:-10.00 loss:-3.199 fps:328.6 +frame:8.40e+05 wall_t:2556 t:52500 epi:nan +opt_step:51875 lr:0.0003 alpha:0.006738 +2026-02-10 23:55:53 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-10.00 total_reward_ma:-10.00 loss:-3.077 fps:328.6 +frame:8.50e+05 wall_t:2587 t:53125 epi:nan +opt_step:52500 lr:0.0003 alpha:0.006738 +2026-02-10 23:56:23 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-10.00 total_reward_ma:-10.00 loss:-2.96 fps:328.6 +frame:8.60e+05 wall_t:2617 t:53750 epi:nan +opt_step:53125 lr:0.0003 alpha:0.006738 +2026-02-10 23:56:53 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-10.00 total_reward_ma:-10.00 loss:-2.906 fps:328.7 +frame:8.70e+05 wall_t:2647 t:54375 epi:nan +opt_step:53750 lr:0.0003 alpha:0.006738 +2026-02-10 23:57:23 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-10.00 total_reward_ma:-10.00 loss:-2.84 fps:328.7 +frame:8.80e+05 wall_t:2677 t:55000 epi:nan +opt_step:54375 lr:0.0003 alpha:0.006738 +2026-02-10 23:57:53 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-10.00 total_reward_ma:-10.00 loss:-2.732 fps:328.8 +frame:8.90e+05 wall_t:2707 t:55625 epi:nan +opt_step:55000 lr:0.0003 alpha:0.006738 +2026-02-10 23:58:23 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-10.00 total_reward_ma:-10.00 loss:-2.683 fps:328.8 +frame:9.00e+05 wall_t:2737 t:56250 epi:nan +opt_step:55625 lr:0.0003 alpha:0.006738 +2026-02-10 23:58:53 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-10.00 total_reward_ma:-10.00 loss:-2.594 fps:328.9 +frame:9.10e+05 wall_t:2767 t:56875 epi:nan +opt_step:56250 lr:0.0003 alpha:0.006738 +2026-02-10 23:59:23 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-10.00 total_reward_ma:-10.00 loss:-2.513 fps:328.9 +frame:9.20e+05 wall_t:2797 t:57500 epi:nan +opt_step:56875 lr:0.0003 alpha:0.006738 +2026-02-10 23:59:53 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-9.99 total_reward_ma:-10.00 loss:-2.444 fps:329 +frame:9.30e+05 wall_t:2827 t:58125 epi:nan +opt_step:57500 lr:0.0003 alpha:0.006738 +2026-02-11 00:00:23 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-9.99 total_reward_ma:-10.00 loss:-2.39 fps:329 +frame:9.40e+05 wall_t:2857 t:58750 epi:nan +opt_step:58125 lr:0.0003 alpha:0.006738 +2026-02-11 00:00:53 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-9.99 total_reward_ma:-10.00 loss:-2.347 fps:329.1 +frame:9.50e+05 wall_t:2887 t:59375 epi:nan +opt_step:58750 lr:0.0003 alpha:0.006738 +2026-02-11 00:01:23 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-9.99 total_reward_ma:-10.00 loss:-2.271 fps:329.1 +frame:9.60e+05 wall_t:2917 t:60000 epi:nan +opt_step:59375 lr:0.0003 alpha:0.006738 +2026-02-11 00:01:53 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-9.99 total_reward_ma:-10.00 loss:-2.214 fps:329.3 +frame:9.70e+05 wall_t:2946 t:60625 epi:nan +opt_step:60000 lr:0.0003 alpha:0.006738 +2026-02-11 00:02:23 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-9.99 total_reward_ma:-10.00 loss:-2.149 fps:329.2 +frame:9.80e+05 wall_t:2977 t:61250 epi:nan +opt_step:60625 lr:0.0003 alpha:0.006738 +2026-02-11 00:02:54 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-9.99 total_reward_ma:-10.00 loss:-2.103 fps:329.1 +frame:9.90e+05 wall_t:3008 t:61875 epi:nan +opt_step:61250 lr:0.0003 alpha:0.006738 +2026-02-11 00:03:24 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-9.99 total_reward_ma:-10.00 loss:-2.061 fps:329.2 +frame:1.00e+06 wall_t:3038 t:62500 epi:nan +opt_step:61875 lr:0.0003 alpha:0.006738 +2026-02-11 00:03:54 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-9.99 total_reward_ma:-10.00 loss:-1.973 fps:329.2 +frame:1.01e+06 wall_t:3068 t:63125 epi:nan +opt_step:62500 lr:0.0003 alpha:0.006738 +2026-02-11 00:04:25 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-9.99 total_reward_ma:-10.00 loss:-1.933 fps:329.1 +frame:1.02e+06 wall_t:3099 t:63750 epi:nan +opt_step:63125 lr:0.0003 alpha:0.006738 +2026-02-11 00:04:54 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-9.99 total_reward_ma:-10.00 loss:-1.882 fps:329.3 +frame:1.03e+06 wall_t:3128 t:64375 epi:nan +opt_step:63750 lr:0.0003 alpha:0.006738 +2026-02-11 00:05:25 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-9.99 total_reward_ma:-10.00 loss:-1.859 fps:329.2 +frame:1.04e+06 wall_t:3159 t:65000 epi:nan +opt_step:64375 lr:0.0003 alpha:0.006738 +2026-02-11 00:05:55 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-9.99 total_reward_ma:-10.00 loss:-1.818 fps:329.4 +frame:1.05e+06 wall_t:3188 t:65625 epi:nan +opt_step:65000 lr:0.0003 alpha:0.006738 +2026-02-11 00:06:26 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-9.99 total_reward_ma:-10.00 loss:-1.752 fps:329.3 +frame:1.06e+06 wall_t:3219 t:66250 epi:nan +opt_step:65625 lr:0.0003 alpha:0.006738 +2026-02-11 00:06:56 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-9.99 total_reward_ma:-10.00 loss:-1.716 fps:329.2 +frame:1.07e+06 wall_t:3250 t:66875 epi:nan +opt_step:66250 lr:0.0003 alpha:0.006738 +2026-02-11 00:07:26 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-9.99 total_reward_ma:-9.99 loss:-1.663 fps:329.3 +frame:1.08e+06 wall_t:3280 t:67500 epi:nan +opt_step:66875 lr:0.0003 alpha:0.006738 +2026-02-11 00:07:56 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-9.99 total_reward_ma:-9.99 loss:-1.633 fps:329.3 +frame:1.09e+06 wall_t:3310 t:68125 epi:nan +opt_step:67500 lr:0.0003 alpha:0.006738 +2026-02-11 00:08:27 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-9.99 total_reward_ma:-9.99 loss:-1.584 fps:329.3 +frame:1.10e+06 wall_t:3340 t:68750 epi:nan +opt_step:68125 lr:0.0003 alpha:0.006738 +2026-02-11 00:08:56 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-9.99 total_reward_ma:-9.99 loss:-1.569 fps:329.4 +frame:1.11e+06 wall_t:3370 t:69375 epi:nan +opt_step:68750 lr:0.0003 alpha:0.006738 +2026-02-11 00:09:26 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-9.99 total_reward_ma:-9.99 loss:-1.52 fps:329.4 +frame:1.12e+06 wall_t:3400 t:70000 epi:nan +opt_step:69375 lr:0.0003 alpha:0.006738 +2026-02-11 00:09:57 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-9.99 total_reward_ma:-9.99 loss:-1.497 fps:329.4 +frame:1.13e+06 wall_t:3431 t:70625 epi:nan +opt_step:70000 lr:0.0003 alpha:0.006738 +2026-02-11 00:10:27 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-9.99 total_reward_ma:-9.99 loss:-1.447 fps:329.4 +frame:1.14e+06 wall_t:3461 t:71250 epi:nan +opt_step:70625 lr:0.0003 alpha:0.006738 +2026-02-11 00:10:57 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-9.99 total_reward_ma:-9.99 loss:-1.406 fps:329.4 +frame:1.15e+06 wall_t:3491 t:71875 epi:nan +opt_step:71250 lr:0.0003 alpha:0.006738 +2026-02-11 00:11:27 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-9.99 total_reward_ma:-9.99 loss:-1.375 fps:329.5 +frame:1.16e+06 wall_t:3521 t:72500 epi:nan +opt_step:71875 lr:0.0003 alpha:0.006738 +2026-02-11 00:11:58 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-10.00 total_reward_ma:-9.99 loss:-1.342 fps:329.4 +frame:1.17e+06 wall_t:3552 t:73125 epi:nan +opt_step:72500 lr:0.0003 alpha:0.006738 +2026-02-11 00:12:29 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-10.00 total_reward_ma:-9.99 loss:-1.324 fps:329.4 +frame:1.18e+06 wall_t:3582 t:73750 epi:nan +opt_step:73125 lr:0.0003 alpha:0.006738 +2026-02-11 00:12:59 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-10.00 total_reward_ma:-9.99 loss:-1.269 fps:329.5 +frame:1.19e+06 wall_t:3612 t:74375 epi:nan +opt_step:73750 lr:0.0003 alpha:0.006738 +2026-02-11 00:13:29 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-10.00 total_reward_ma:-9.99 loss:-1.268 fps:329.4 +frame:1.20e+06 wall_t:3643 t:75000 epi:nan +opt_step:74375 lr:0.0003 alpha:0.006738 +2026-02-11 00:14:00 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-10.00 total_reward_ma:-9.99 loss:-1.25 fps:329.3 +frame:1.21e+06 wall_t:3674 t:75625 epi:nan +opt_step:75000 lr:0.0003 alpha:0.006738 +2026-02-11 00:14:31 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-9.98 total_reward_ma:-9.99 loss:-1.197 fps:329.4 +frame:1.22e+06 wall_t:3704 t:76250 epi:nan +opt_step:75625 lr:0.0003 alpha:0.006738 +2026-02-11 00:15:00 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-9.98 total_reward_ma:-9.99 loss:-1.183 fps:329.4 +frame:1.23e+06 wall_t:3734 t:76875 epi:nan +opt_step:76250 lr:0.0003 alpha:0.006738 +2026-02-11 00:15:30 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-9.98 total_reward_ma:-9.99 loss:-1.165 fps:329.4 +frame:1.24e+06 wall_t:3764 t:77500 epi:nan +opt_step:76875 lr:0.0003 alpha:0.006738 +2026-02-11 00:16:00 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-9.98 total_reward_ma:-9.99 loss:-1.123 fps:329.5 +frame:1.25e+06 wall_t:3794 t:78125 epi:nan +opt_step:77500 lr:0.0003 alpha:0.006738 +2026-02-11 00:16:31 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-9.98 total_reward_ma:-9.99 loss:-1.103 fps:329.5 +frame:1.26e+06 wall_t:3824 t:78750 epi:nan +opt_step:78125 lr:0.0003 alpha:0.006738 +2026-02-11 00:17:01 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-9.97 total_reward_ma:-9.99 loss:-1.087 fps:329.4 +frame:1.27e+06 wall_t:3855 t:79375 epi:nan +opt_step:78750 lr:0.0003 alpha:0.006738 +2026-02-11 00:17:31 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-9.97 total_reward_ma:-9.99 loss:-1.082 fps:329.6 +frame:1.28e+06 wall_t:3884 t:80000 epi:nan +opt_step:79375 lr:0.0003 alpha:0.006738 +2026-02-11 00:18:01 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-9.95 total_reward_ma:-9.99 loss:-1.049 fps:329.5 +frame:1.29e+06 wall_t:3915 t:80625 epi:nan +opt_step:80000 lr:0.0003 alpha:0.006738 +2026-02-11 00:18:31 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-9.95 total_reward_ma:-9.99 loss:-1.035 fps:329.5 +frame:1.30e+06 wall_t:3945 t:81250 epi:nan +opt_step:80625 lr:0.0003 alpha:0.006738 +2026-02-11 00:19:01 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-9.95 total_reward_ma:-9.99 loss:-1.015 fps:329.6 +frame:1.31e+06 wall_t:3975 t:81875 epi:nan +opt_step:81250 lr:0.0003 alpha:0.006738 +2026-02-11 00:19:32 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-9.95 total_reward_ma:-9.99 loss:-1.001 fps:329.5 +frame:1.32e+06 wall_t:4006 t:82500 epi:nan +opt_step:81875 lr:0.0003 alpha:0.006738 +2026-02-11 00:20:03 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-9.95 total_reward_ma:-9.99 loss:-0.9767 fps:329.5 +frame:1.33e+06 wall_t:4037 t:83125 epi:nan +opt_step:82500 lr:0.0003 alpha:0.006738 +2026-02-11 00:20:33 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-9.95 total_reward_ma:-9.99 loss:-0.9588 fps:329.6 +frame:1.34e+06 wall_t:4066 t:83750 epi:nan +opt_step:83125 lr:0.0003 alpha:0.006738 +2026-02-11 00:21:03 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-9.97 total_reward_ma:-9.99 loss:-0.9341 fps:329.5 +frame:1.35e+06 wall_t:4097 t:84375 epi:nan +opt_step:83750 lr:0.0003 alpha:0.006738 +2026-02-11 00:21:33 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-9.97 total_reward_ma:-9.99 loss:-0.9134 fps:329.5 +frame:1.36e+06 wall_t:4127 t:85000 epi:nan +opt_step:84375 lr:0.0003 alpha:0.006738 +2026-02-11 00:22:03 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-9.97 total_reward_ma:-9.99 loss:-0.9019 fps:329.6 +frame:1.37e+06 wall_t:4157 t:85625 epi:nan +opt_step:85000 lr:0.0003 alpha:0.006738 +2026-02-11 00:22:33 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-9.97 total_reward_ma:-9.99 loss:-0.9013 fps:329.6 +frame:1.38e+06 wall_t:4187 t:86250 epi:nan +opt_step:85625 lr:0.0003 alpha:0.006738 +2026-02-11 00:23:04 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-9.98 total_reward_ma:-9.99 loss:-0.8754 fps:329.6 +frame:1.39e+06 wall_t:4217 t:86875 epi:nan +opt_step:86250 lr:0.0003 alpha:0.006738 +2026-02-11 00:23:34 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-9.98 total_reward_ma:-9.99 loss:-0.8681 fps:329.6 +frame:1.40e+06 wall_t:4248 t:87500 epi:nan +opt_step:86875 lr:0.0003 alpha:0.006738 +2026-02-11 00:24:04 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-10.00 total_reward_ma:-9.99 loss:-0.863 fps:329.6 +frame:1.41e+06 wall_t:4278 t:88125 epi:nan +opt_step:87500 lr:0.0003 alpha:0.006738 +2026-02-11 00:24:34 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-10.00 total_reward_ma:-9.99 loss:-0.8318 fps:329.6 +frame:1.42e+06 wall_t:4308 t:88750 epi:nan +opt_step:88125 lr:0.0003 alpha:0.006738 +2026-02-11 00:25:04 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-10.00 total_reward_ma:-9.99 loss:-0.8226 fps:329.6 +frame:1.43e+06 wall_t:4338 t:89375 epi:nan +opt_step:88750 lr:0.0003 alpha:0.006738 +2026-02-11 00:25:35 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-10.00 total_reward_ma:-9.99 loss:-0.8011 fps:329.7 +frame:1.44e+06 wall_t:4368 t:90000 epi:nan +opt_step:89375 lr:0.0003 alpha:0.006738 +2026-02-11 00:26:05 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-10.00 total_reward_ma:-9.99 loss:-0.8066 fps:329.6 +frame:1.45e+06 wall_t:4399 t:90625 epi:nan +opt_step:90000 lr:0.0003 alpha:0.006738 +2026-02-11 00:26:35 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-10.00 total_reward_ma:-9.99 loss:-0.7854 fps:329.6 +frame:1.46e+06 wall_t:4429 t:91250 epi:nan +opt_step:90625 lr:0.0003 alpha:0.006738 +2026-02-11 00:27:05 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-10.00 total_reward_ma:-9.99 loss:-0.7795 fps:329.7 +frame:1.47e+06 wall_t:4459 t:91875 epi:nan +opt_step:91250 lr:0.0003 alpha:0.006738 +2026-02-11 00:27:36 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-9.98 total_reward_ma:-9.99 loss:-0.7613 fps:329.6 +frame:1.48e+06 wall_t:4490 t:92500 epi:nan +opt_step:91875 lr:0.0003 alpha:0.006738 +2026-02-11 00:28:07 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-9.98 total_reward_ma:-9.99 loss:-0.7427 fps:329.6 +frame:1.49e+06 wall_t:4521 t:93125 epi:nan +opt_step:92500 lr:0.0003 alpha:0.006738 +2026-02-11 00:28:37 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-9.98 total_reward_ma:-9.99 loss:-0.7563 fps:329.6 +frame:1.50e+06 wall_t:4551 t:93750 epi:nan +opt_step:93125 lr:0.0003 alpha:0.006738 +2026-02-11 00:29:08 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-9.98 total_reward_ma:-9.99 loss:-0.7351 fps:329.6 +frame:1.51e+06 wall_t:4581 t:94375 epi:nan +opt_step:93750 lr:0.0003 alpha:0.006738 +2026-02-11 00:29:38 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-9.98 total_reward_ma:-9.99 loss:-0.7494 fps:329.6 +frame:1.52e+06 wall_t:4612 t:95000 epi:nan +opt_step:94375 lr:0.0003 alpha:0.006738 +2026-02-11 00:30:08 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-9.98 total_reward_ma:-9.99 loss:-0.7013 fps:329.6 +frame:1.53e+06 wall_t:4642 t:95625 epi:nan +opt_step:95000 lr:0.0003 alpha:0.006738 +2026-02-11 00:30:39 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-9.98 total_reward_ma:-9.99 loss:-0.7114 fps:329.6 +frame:1.54e+06 wall_t:4672 t:96250 epi:nan +opt_step:95625 lr:0.0003 alpha:0.006738 +2026-02-11 00:31:09 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-9.98 total_reward_ma:-9.99 loss:-0.6872 fps:329.6 +frame:1.55e+06 wall_t:4703 t:96875 epi:nan +opt_step:96250 lr:0.0003 alpha:0.006738 +2026-02-11 00:31:40 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-9.98 total_reward_ma:-9.99 loss:-0.6626 fps:329.5 +frame:1.56e+06 wall_t:4734 t:97500 epi:nan +opt_step:96875 lr:0.0003 alpha:0.006738 +2026-02-11 00:32:09 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-9.98 total_reward_ma:-9.99 loss:-0.6732 fps:329.6 +frame:1.57e+06 wall_t:4763 t:98125 epi:nan +opt_step:97500 lr:0.0003 alpha:0.006738 +2026-02-11 00:32:40 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-9.97 total_reward_ma:-9.99 loss:-0.6654 fps:329.6 +frame:1.58e+06 wall_t:4793 t:98750 epi:nan +opt_step:98125 lr:0.0003 alpha:0.006738 +2026-02-11 00:33:10 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-9.96 total_reward_ma:-9.99 loss:-0.6775 fps:329.6 +frame:1.59e+06 wall_t:4824 t:99375 epi:nan +opt_step:98750 lr:0.0003 alpha:0.006738 +2026-02-11 00:33:40 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-9.98 total_reward_ma:-9.99 loss:-0.6542 fps:329.6 +frame:1.60e+06 wall_t:4854 t:100000 epi:nan +opt_step:99375 lr:0.0003 alpha:0.006738 +2026-02-11 00:34:10 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-9.98 total_reward_ma:-9.99 loss:-0.641 fps:329.7 +frame:1.61e+06 wall_t:4883 t:100625 epi:nan +opt_step:100000 lr:0.0003 alpha:0.006738 +2026-02-11 00:34:40 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-9.98 total_reward_ma:-9.99 loss:-0.6469 fps:329.7 +frame:1.62e+06 wall_t:4914 t:101250 epi:nan +opt_step:100625 lr:0.0003 alpha:0.006738 +2026-02-11 00:35:10 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-9.98 total_reward_ma:-9.99 loss:-0.6432 fps:329.7 +frame:1.63e+06 wall_t:4944 t:101875 epi:nan +opt_step:101250 lr:0.0003 alpha:0.006738 +2026-02-11 00:35:39 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-9.97 total_reward_ma:-9.99 loss:-0.6496 fps:329.8 +frame:1.64e+06 wall_t:4973 t:102500 epi:nan +opt_step:101875 lr:0.0003 alpha:0.006738 +2026-02-11 00:36:10 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-9.97 total_reward_ma:-9.99 loss:-0.6518 fps:329.7 +frame:1.65e+06 wall_t:5004 t:103125 epi:nan +opt_step:102500 lr:0.0003 alpha:0.006738 +2026-02-11 00:36:40 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-9.97 total_reward_ma:-9.99 loss:-0.6272 fps:329.8 +frame:1.66e+06 wall_t:5034 t:103750 epi:nan +opt_step:103125 lr:0.0003 alpha:0.006738 +2026-02-11 00:37:11 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-9.97 total_reward_ma:-9.99 loss:-0.6263 fps:329.8 +frame:1.67e+06 wall_t:5064 t:104375 epi:nan +opt_step:103750 lr:0.0003 alpha:0.006738 +2026-02-11 00:37:41 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-9.97 total_reward_ma:-9.99 loss:-0.6218 fps:329.7 +frame:1.68e+06 wall_t:5095 t:105000 epi:nan +opt_step:104375 lr:0.0003 alpha:0.006738 +2026-02-11 00:38:12 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-9.97 total_reward_ma:-9.99 loss:-0.5997 fps:329.8 +frame:1.69e+06 wall_t:5125 t:105625 epi:nan +opt_step:105000 lr:0.0003 alpha:0.006738 +2026-02-11 00:38:42 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-9.98 total_reward_ma:-9.99 loss:-0.6095 fps:329.7 +frame:1.70e+06 wall_t:5156 t:106250 epi:nan +opt_step:105625 lr:0.0003 alpha:0.006738 +2026-02-11 00:39:12 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-9.99 total_reward_ma:-9.99 loss:-0.5815 fps:329.7 +frame:1.71e+06 wall_t:5186 t:106875 epi:nan +opt_step:106250 lr:0.0003 alpha:0.006738 +2026-02-11 00:39:42 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-9.99 total_reward_ma:-9.99 loss:-0.5769 fps:329.8 +frame:1.72e+06 wall_t:5216 t:107500 epi:nan +opt_step:106875 lr:0.0003 alpha:0.006738 +2026-02-11 00:40:12 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-9.97 total_reward_ma:-9.99 loss:-0.586 fps:329.8 +frame:1.73e+06 wall_t:5246 t:108125 epi:nan +opt_step:107500 lr:0.0003 alpha:0.006738 +2026-02-11 00:40:42 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-9.97 total_reward_ma:-9.98 loss:-0.5651 fps:329.8 +frame:1.74e+06 wall_t:5276 t:108750 epi:nan +opt_step:108125 lr:0.0003 alpha:0.006738 +2026-02-11 00:41:12 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-9.96 total_reward_ma:-9.98 loss:-0.5757 fps:329.8 +frame:1.75e+06 wall_t:5306 t:109375 epi:nan +opt_step:108750 lr:0.0003 alpha:0.006738 +2026-02-11 00:41:42 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-9.97 total_reward_ma:-9.98 loss:-0.5573 fps:329.8 +frame:1.76e+06 wall_t:5336 t:110000 epi:nan +opt_step:109375 lr:0.0003 alpha:0.006738 +2026-02-11 00:42:12 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-9.97 total_reward_ma:-9.98 loss:-0.5712 fps:329.9 +frame:1.77e+06 wall_t:5366 t:110625 epi:nan +opt_step:110000 lr:0.0003 alpha:0.006738 +2026-02-11 00:42:43 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-9.97 total_reward_ma:-9.98 loss:-0.5647 fps:329.9 +frame:1.78e+06 wall_t:5396 t:111250 epi:nan +opt_step:110625 lr:0.0003 alpha:0.006738 +2026-02-11 00:43:14 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-9.97 total_reward_ma:-9.98 loss:-0.5807 fps:329.8 +frame:1.79e+06 wall_t:5427 t:111875 epi:nan +opt_step:111250 lr:0.0003 alpha:0.006738 +2026-02-11 00:43:44 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-9.97 total_reward_ma:-9.98 loss:-0.5529 fps:329.8 +frame:1.80e+06 wall_t:5458 t:112500 epi:nan +opt_step:111875 lr:0.0003 alpha:0.006738 +2026-02-11 00:44:14 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-9.96 total_reward_ma:-9.98 loss:-0.5623 fps:329.8 +frame:1.81e+06 wall_t:5488 t:113125 epi:nan +opt_step:112500 lr:0.0003 alpha:0.006738 +2026-02-11 00:44:44 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-9.96 total_reward_ma:-9.98 loss:-0.5908 fps:329.8 +frame:1.82e+06 wall_t:5518 t:113750 epi:nan +opt_step:113125 lr:0.0003 alpha:0.006738 +2026-02-11 00:45:15 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-9.96 total_reward_ma:-9.98 loss:-0.5438 fps:329.8 +frame:1.83e+06 wall_t:5548 t:114375 epi:nan +opt_step:113750 lr:0.0003 alpha:0.006738 +2026-02-11 00:45:45 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-9.96 total_reward_ma:-9.98 loss:-0.5787 fps:329.9 +frame:1.84e+06 wall_t:5578 t:115000 epi:nan +opt_step:114375 lr:0.0003 alpha:0.006738 +2026-02-11 00:46:15 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-9.97 total_reward_ma:-9.98 loss:-0.57 fps:329.9 +frame:1.85e+06 wall_t:5608 t:115625 epi:nan +opt_step:115000 lr:0.0003 alpha:0.006738 +2026-02-11 00:46:45 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-9.98 total_reward_ma:-9.98 loss:-0.5726 fps:329.8 +frame:1.86e+06 wall_t:5639 t:116250 epi:nan +opt_step:115625 lr:0.0003 alpha:0.006738 +2026-02-11 00:47:15 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-9.98 total_reward_ma:-9.98 loss:-0.556 fps:329.9 +frame:1.87e+06 wall_t:5669 t:116875 epi:nan +opt_step:116250 lr:0.0003 alpha:0.006738 +2026-02-11 00:47:45 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-9.99 total_reward_ma:-9.98 loss:-0.5431 fps:329.9 +frame:1.88e+06 wall_t:5699 t:117500 epi:nan +opt_step:116875 lr:0.0003 alpha:0.006738 +2026-02-11 00:48:16 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-9.99 total_reward_ma:-9.98 loss:-0.579 fps:329.8 +frame:1.89e+06 wall_t:5730 t:118125 epi:nan +opt_step:117500 lr:0.0003 alpha:0.006738 +2026-02-11 00:48:47 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-9.97 total_reward_ma:-9.98 loss:-0.5645 fps:329.9 +frame:1.90e+06 wall_t:5760 t:118750 epi:nan +opt_step:118125 lr:0.0003 alpha:0.006738 +2026-02-11 00:49:17 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-9.96 total_reward_ma:-9.98 loss:-0.5695 fps:329.9 +frame:1.91e+06 wall_t:5790 t:119375 epi:nan +opt_step:118750 lr:0.0003 alpha:0.006738 +2026-02-11 00:49:47 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-9.94 total_reward_ma:-9.98 loss:-0.5626 fps:329.8 +frame:1.92e+06 wall_t:5821 t:120000 epi:nan +opt_step:119375 lr:0.0003 alpha:0.006738 +2026-02-11 00:50:17 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-9.94 total_reward_ma:-9.98 loss:-0.5549 fps:329.9 +frame:1.93e+06 wall_t:5851 t:120625 epi:nan +opt_step:120000 lr:0.0003 alpha:0.006738 +2026-02-11 00:50:48 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-9.95 total_reward_ma:-9.98 loss:-0.5683 fps:329.9 +frame:1.94e+06 wall_t:5881 t:121250 epi:nan +opt_step:120625 lr:0.0003 alpha:0.006738 +2026-02-11 00:51:18 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-9.95 total_reward_ma:-9.98 loss:-0.546 fps:329.9 +frame:1.95e+06 wall_t:5911 t:121875 epi:nan +opt_step:121250 lr:0.0003 alpha:0.006738 +2026-02-11 00:51:48 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-9.95 total_reward_ma:-9.98 loss:-0.5703 fps:329.9 +frame:1.96e+06 wall_t:5942 t:122500 epi:nan +opt_step:121875 lr:0.0003 alpha:0.006738 +2026-02-11 00:52:18 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-9.95 total_reward_ma:-9.98 loss:-0.5468 fps:329.9 +frame:1.97e+06 wall_t:5972 t:123125 epi:nan +opt_step:122500 lr:0.0003 alpha:0.006738 +2026-02-11 00:52:45 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-9.95 total_reward_ma:-9.98 loss:-0.5648 fps:330.1 +frame:1.98e+06 wall_t:5999 t:123750 epi:nan +opt_step:123125 lr:0.0003 alpha:0.006738 +2026-02-11 00:53:06 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-9.94 total_reward_ma:-9.98 loss:-0.5514 fps:330.6 +frame:1.99e+06 wall_t:6019 t:124375 epi:nan +opt_step:123750 lr:0.0003 alpha:0.006738 +2026-02-11 00:53:26 | INFO | PID:1325 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-9.93 total_reward_ma:-9.98 loss:-0.5539 fps:331.2 +frame:2.00e+06 wall_t:6039 t:125000 epi:nan +opt_step:124375 lr:0.0003 alpha:0.006738 +2026-02-11 00:53:27 | INFO | PID:1325 | slm_lab.lib.logger:info | Session 0 done diff --git a/data/sac_atari_surround_2026_02_10_231238/log/sac_atari_surround_t0_s1.log b/data/sac_atari_surround_2026_02_10_231238/log/sac_atari_surround_t0_s1.log new file mode 100644 index 0000000000000000000000000000000000000000..945e733651b9a20f7a6b6ed89942ecf025b723d7 --- /dev/null +++ b/data/sac_atari_surround_2026_02_10_231238/log/sac_atari_surround_t0_s1.log @@ -0,0 +1,802 @@ +2026-02-10 23:12:43 | INFO | PID:1326 | slm_lab.env:_make_vector_env | AtariVectorEnv: 16 envs, native preprocessing +2026-02-10 23:13:34 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:nan total_reward_ma:nan loss:nan fps:208.3 +frame:1.00e+04 wall_t:48 t:625 epi:nan +opt_step:0 lr:0.0003 alpha:1 +2026-02-10 23:14:04 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-10.00 total_reward_ma:-10.00 loss:-7.204 fps:256.4 +frame:2.00e+04 wall_t:78 t:1250 epi:nan +opt_step:625 lr:0.0003 alpha:0.8337 +2026-02-10 23:14:34 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-10.00 total_reward_ma:-10.00 loss:-10.15 fps:280.4 +frame:3.00e+04 wall_t:107 t:1875 epi:nan +opt_step:1250 lr:0.0003 alpha:0.7052 +2026-02-10 23:15:05 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-10.00 total_reward_ma:-10.00 loss:-12.48 fps:287.8 +frame:4.00e+04 wall_t:139 t:2500 epi:nan +opt_step:1875 lr:0.0003 alpha:0.602 +2026-02-10 23:15:35 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-10.00 total_reward_ma:-10.00 loss:-14.22 fps:295.9 +frame:5.00e+04 wall_t:169 t:3125 epi:nan +opt_step:2500 lr:0.0003 alpha:0.5172 +2026-02-10 23:16:05 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-10.00 total_reward_ma:-10.00 loss:-15.65 fps:301.5 +frame:6.00e+04 wall_t:199 t:3750 epi:nan +opt_step:3125 lr:0.0003 alpha:0.4463 +2026-02-10 23:16:36 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-10.00 total_reward_ma:-10.00 loss:-17.03 fps:305.7 +frame:7.00e+04 wall_t:229 t:4375 epi:nan +opt_step:3750 lr:0.0003 alpha:0.3864 +2026-02-10 23:17:06 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-9.98 total_reward_ma:-10.00 loss:-18.22 fps:308.9 +frame:8.00e+04 wall_t:259 t:5000 epi:nan +opt_step:4375 lr:0.0003 alpha:0.3352 +2026-02-10 23:17:36 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-9.99 total_reward_ma:-10.00 loss:-19.15 fps:311.4 +frame:9.00e+04 wall_t:289 t:5625 epi:nan +opt_step:5000 lr:0.0003 alpha:0.2913 +2026-02-10 23:18:06 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-9.99 total_reward_ma:-10.00 loss:-19.6 fps:313.5 +frame:1.00e+05 wall_t:319 t:6250 epi:nan +opt_step:5625 lr:0.0003 alpha:0.2534 +2026-02-10 23:18:36 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-9.99 total_reward_ma:-9.99 loss:-19.47 fps:314.3 +frame:1.10e+05 wall_t:350 t:6875 epi:nan +opt_step:6250 lr:0.0003 alpha:0.2206 +2026-02-10 23:19:06 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-9.99 total_reward_ma:-9.99 loss:-19.69 fps:315.8 +frame:1.20e+05 wall_t:380 t:7500 epi:nan +opt_step:6875 lr:0.0003 alpha:0.1921 +2026-02-10 23:19:36 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-9.99 total_reward_ma:-9.99 loss:-20 fps:317.1 +frame:1.30e+05 wall_t:410 t:8125 epi:nan +opt_step:7500 lr:0.0003 alpha:0.1674 +2026-02-10 23:20:07 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-9.99 total_reward_ma:-9.99 loss:-20.35 fps:318.2 +frame:1.40e+05 wall_t:440 t:8750 epi:nan +opt_step:8125 lr:0.0003 alpha:0.1459 +2026-02-10 23:20:37 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-9.99 total_reward_ma:-9.99 loss:-20.14 fps:319.1 +frame:1.50e+05 wall_t:470 t:9375 epi:nan +opt_step:8750 lr:0.0003 alpha:0.1272 +2026-02-10 23:21:07 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-9.99 total_reward_ma:-9.99 loss:-20.07 fps:320 +frame:1.60e+05 wall_t:500 t:10000 epi:nan +opt_step:9375 lr:0.0003 alpha:0.111 +2026-02-10 23:21:37 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-9.98 total_reward_ma:-9.99 loss:-19.57 fps:320.2 +frame:1.70e+05 wall_t:531 t:10625 epi:nan +opt_step:10000 lr:0.0003 alpha:0.09682 +2026-02-10 23:22:07 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-9.98 total_reward_ma:-9.99 loss:-19.18 fps:320.9 +frame:1.80e+05 wall_t:561 t:11250 epi:nan +opt_step:10625 lr:0.0003 alpha:0.08448 +2026-02-10 23:22:38 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-9.98 total_reward_ma:-9.99 loss:-19.05 fps:321.5 +frame:1.90e+05 wall_t:591 t:11875 epi:nan +opt_step:11250 lr:0.0003 alpha:0.07373 +2026-02-10 23:23:08 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-9.99 total_reward_ma:-9.99 loss:-19.03 fps:321.5 +frame:2.00e+05 wall_t:622 t:12500 epi:nan +opt_step:11875 lr:0.0003 alpha:0.06437 +2026-02-10 23:23:38 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-9.99 total_reward_ma:-9.99 loss:-18.73 fps:322.1 +frame:2.10e+05 wall_t:652 t:13125 epi:nan +opt_step:12500 lr:0.0003 alpha:0.05621 +2026-02-10 23:24:08 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-9.99 total_reward_ma:-9.99 loss:-18.29 fps:323.1 +frame:2.20e+05 wall_t:681 t:13750 epi:nan +opt_step:13125 lr:0.0003 alpha:0.04908 +2026-02-10 23:24:38 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-9.99 total_reward_ma:-9.99 loss:-17.6 fps:323.5 +frame:2.30e+05 wall_t:711 t:14375 epi:nan +opt_step:13750 lr:0.0003 alpha:0.04288 +2026-02-10 23:25:07 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-9.99 total_reward_ma:-9.99 loss:-17.14 fps:323.9 +frame:2.40e+05 wall_t:741 t:15000 epi:nan +opt_step:14375 lr:0.0003 alpha:0.03746 +2026-02-10 23:25:37 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-9.99 total_reward_ma:-9.99 loss:-16.58 fps:324.3 +frame:2.50e+05 wall_t:771 t:15625 epi:nan +opt_step:15000 lr:0.0003 alpha:0.03274 +2026-02-10 23:26:07 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-9.99 total_reward_ma:-9.99 loss:-16.52 fps:324.6 +frame:2.60e+05 wall_t:801 t:16250 epi:nan +opt_step:15625 lr:0.0003 alpha:0.02862 +2026-02-10 23:26:37 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-9.99 total_reward_ma:-9.99 loss:-16.26 fps:324.9 +frame:2.70e+05 wall_t:831 t:16875 epi:nan +opt_step:16250 lr:0.0003 alpha:0.02502 +2026-02-10 23:27:07 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-9.99 total_reward_ma:-9.99 loss:-15.78 fps:325.2 +frame:2.80e+05 wall_t:861 t:17500 epi:nan +opt_step:16875 lr:0.0003 alpha:0.02189 +2026-02-10 23:27:37 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-10.00 total_reward_ma:-9.99 loss:-15.17 fps:325.5 +frame:2.90e+05 wall_t:891 t:18125 epi:nan +opt_step:17500 lr:0.0003 alpha:0.01915 +2026-02-10 23:28:06 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-10.00 total_reward_ma:-9.99 loss:-14.35 fps:326.1 +frame:3.00e+05 wall_t:920 t:18750 epi:nan +opt_step:18125 lr:0.0003 alpha:0.01675 +2026-02-10 23:28:36 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-10.00 total_reward_ma:-9.99 loss:-14.37 fps:326.7 +frame:3.10e+05 wall_t:949 t:19375 epi:nan +opt_step:18750 lr:0.0003 alpha:0.01466 +2026-02-10 23:29:05 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-10.00 total_reward_ma:-9.99 loss:-14.14 fps:326.9 +frame:3.20e+05 wall_t:979 t:20000 epi:nan +opt_step:19375 lr:0.0003 alpha:0.01284 +2026-02-10 23:29:35 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-10.00 total_reward_ma:-9.99 loss:-13.68 fps:327.1 +frame:3.30e+05 wall_t:1009 t:20625 epi:nan +opt_step:20000 lr:0.0003 alpha:0.01125 +2026-02-10 23:30:05 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-10.00 total_reward_ma:-9.99 loss:-13.35 fps:327.6 +frame:3.40e+05 wall_t:1038 t:21250 epi:nan +opt_step:20625 lr:0.0003 alpha:0.009853 +2026-02-10 23:30:34 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-10.00 total_reward_ma:-9.99 loss:-12.8 fps:327.7 +frame:3.50e+05 wall_t:1068 t:21875 epi:nan +opt_step:21250 lr:0.0003 alpha:0.008635 +2026-02-10 23:31:04 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-10.00 total_reward_ma:-9.99 loss:-12.25 fps:327.9 +frame:3.60e+05 wall_t:1098 t:22500 epi:nan +opt_step:21875 lr:0.0003 alpha:0.007572 +2026-02-10 23:31:33 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-10.00 total_reward_ma:-9.99 loss:-12.09 fps:328.3 +frame:3.70e+05 wall_t:1127 t:23125 epi:nan +opt_step:22500 lr:0.0003 alpha:0.006738 +2026-02-10 23:32:03 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-10.00 total_reward_ma:-9.99 loss:-11.66 fps:328.4 +frame:3.80e+05 wall_t:1157 t:23750 epi:nan +opt_step:23125 lr:0.0003 alpha:0.006738 +2026-02-10 23:32:33 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-9.99 total_reward_ma:-9.99 loss:-11.45 fps:328.6 +frame:3.90e+05 wall_t:1187 t:24375 epi:nan +opt_step:23750 lr:0.0003 alpha:0.006738 +2026-02-10 23:33:02 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-9.99 total_reward_ma:-9.99 loss:-11.14 fps:328.9 +frame:4.00e+05 wall_t:1216 t:25000 epi:nan +opt_step:24375 lr:0.0003 alpha:0.006738 +2026-02-10 23:33:32 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-9.99 total_reward_ma:-9.99 loss:-10.75 fps:329.1 +frame:4.10e+05 wall_t:1246 t:25625 epi:nan +opt_step:25000 lr:0.0003 alpha:0.006738 +2026-02-10 23:34:02 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-9.99 total_reward_ma:-9.99 loss:-10.42 fps:329.4 +frame:4.20e+05 wall_t:1275 t:26250 epi:nan +opt_step:25625 lr:0.0003 alpha:0.006738 +2026-02-10 23:34:32 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-9.99 total_reward_ma:-9.99 loss:-10.16 fps:329.5 +frame:4.30e+05 wall_t:1305 t:26875 epi:nan +opt_step:26250 lr:0.0003 alpha:0.006738 +2026-02-10 23:35:01 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-9.99 total_reward_ma:-9.99 loss:-9.797 fps:329.6 +frame:4.40e+05 wall_t:1335 t:27500 epi:nan +opt_step:26875 lr:0.0003 alpha:0.006738 +2026-02-10 23:35:31 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-9.99 total_reward_ma:-9.99 loss:-9.557 fps:329.7 +frame:4.50e+05 wall_t:1365 t:28125 epi:nan +opt_step:27500 lr:0.0003 alpha:0.006738 +2026-02-10 23:36:01 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-9.99 total_reward_ma:-9.99 loss:-9.262 fps:329.7 +frame:4.60e+05 wall_t:1395 t:28750 epi:nan +opt_step:28125 lr:0.0003 alpha:0.006738 +2026-02-10 23:36:31 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-9.99 total_reward_ma:-9.99 loss:-8.972 fps:329.8 +frame:4.70e+05 wall_t:1425 t:29375 epi:nan +opt_step:28750 lr:0.0003 alpha:0.006738 +2026-02-10 23:37:01 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-9.99 total_reward_ma:-9.99 loss:-8.638 fps:330.1 +frame:4.80e+05 wall_t:1454 t:30000 epi:nan +opt_step:29375 lr:0.0003 alpha:0.006738 +2026-02-10 23:37:30 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-9.99 total_reward_ma:-9.99 loss:-8.389 fps:330.2 +frame:4.90e+05 wall_t:1484 t:30625 epi:nan +opt_step:30000 lr:0.0003 alpha:0.006738 +2026-02-10 23:38:00 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-10.00 total_reward_ma:-9.99 loss:-8.214 fps:330.5 +frame:5.00e+05 wall_t:1513 t:31250 epi:nan +opt_step:30625 lr:0.0003 alpha:0.006738 +2026-02-10 23:38:29 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-10.00 total_reward_ma:-9.99 loss:-7.98 fps:330.5 +frame:5.10e+05 wall_t:1543 t:31875 epi:nan +opt_step:31250 lr:0.0003 alpha:0.006738 +2026-02-10 23:38:59 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-9.99 total_reward_ma:-9.99 loss:-7.747 fps:330.6 +frame:5.20e+05 wall_t:1573 t:32500 epi:nan +opt_step:31875 lr:0.0003 alpha:0.006738 +2026-02-10 23:39:29 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-9.99 total_reward_ma:-9.99 loss:-7.426 fps:330.6 +frame:5.30e+05 wall_t:1603 t:33125 epi:nan +opt_step:32500 lr:0.0003 alpha:0.006738 +2026-02-10 23:39:59 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-9.99 total_reward_ma:-9.99 loss:-7.24 fps:330.7 +frame:5.40e+05 wall_t:1633 t:33750 epi:nan +opt_step:33125 lr:0.0003 alpha:0.006738 +2026-02-10 23:40:29 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-9.99 total_reward_ma:-9.99 loss:-7.067 fps:330.7 +frame:5.50e+05 wall_t:1663 t:34375 epi:nan +opt_step:33750 lr:0.0003 alpha:0.006738 +2026-02-10 23:40:59 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-9.99 total_reward_ma:-9.99 loss:-6.764 fps:330.8 +frame:5.60e+05 wall_t:1693 t:35000 epi:nan +opt_step:34375 lr:0.0003 alpha:0.006738 +2026-02-10 23:41:29 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-9.99 total_reward_ma:-9.99 loss:-6.635 fps:331 +frame:5.70e+05 wall_t:1722 t:35625 epi:nan +opt_step:35000 lr:0.0003 alpha:0.006738 +2026-02-10 23:41:59 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-9.99 total_reward_ma:-9.99 loss:-6.432 fps:331.1 +frame:5.80e+05 wall_t:1752 t:36250 epi:nan +opt_step:35625 lr:0.0003 alpha:0.006738 +2026-02-10 23:42:29 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-9.99 total_reward_ma:-9.99 loss:-6.29 fps:330.9 +frame:5.90e+05 wall_t:1783 t:36875 epi:nan +opt_step:36250 lr:0.0003 alpha:0.006738 +2026-02-10 23:42:59 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-9.99 total_reward_ma:-9.99 loss:-5.996 fps:331.1 +frame:6.00e+05 wall_t:1812 t:37500 epi:nan +opt_step:36875 lr:0.0003 alpha:0.006738 +2026-02-10 23:43:29 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-9.99 total_reward_ma:-9.99 loss:-5.887 fps:331.2 +frame:6.10e+05 wall_t:1842 t:38125 epi:nan +opt_step:37500 lr:0.0003 alpha:0.006738 +2026-02-10 23:43:58 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-9.99 total_reward_ma:-9.99 loss:-5.725 fps:331.2 +frame:6.20e+05 wall_t:1872 t:38750 epi:nan +opt_step:38125 lr:0.0003 alpha:0.006738 +2026-02-10 23:44:28 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-9.99 total_reward_ma:-9.99 loss:-5.573 fps:331.2 +frame:6.30e+05 wall_t:1902 t:39375 epi:nan +opt_step:38750 lr:0.0003 alpha:0.006738 +2026-02-10 23:44:58 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-10.00 total_reward_ma:-9.99 loss:-5.409 fps:331.4 +frame:6.40e+05 wall_t:1931 t:40000 epi:nan +opt_step:39375 lr:0.0003 alpha:0.006738 +2026-02-10 23:45:27 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-10.00 total_reward_ma:-9.99 loss:-5.24 fps:331.5 +frame:6.50e+05 wall_t:1961 t:40625 epi:nan +opt_step:40000 lr:0.0003 alpha:0.006738 +2026-02-10 23:45:57 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-10.00 total_reward_ma:-9.99 loss:-5.101 fps:331.5 +frame:6.60e+05 wall_t:1991 t:41250 epi:nan +opt_step:40625 lr:0.0003 alpha:0.006738 +2026-02-10 23:46:26 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-10.00 total_reward_ma:-9.99 loss:-4.96 fps:331.7 +frame:6.70e+05 wall_t:2020 t:41875 epi:nan +opt_step:41250 lr:0.0003 alpha:0.006738 +2026-02-10 23:46:56 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-10.00 total_reward_ma:-9.99 loss:-4.789 fps:331.7 +frame:6.80e+05 wall_t:2050 t:42500 epi:nan +opt_step:41875 lr:0.0003 alpha:0.006738 +2026-02-10 23:47:26 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-10.00 total_reward_ma:-9.99 loss:-4.626 fps:331.9 +frame:6.90e+05 wall_t:2079 t:43125 epi:nan +opt_step:42500 lr:0.0003 alpha:0.006738 +2026-02-10 23:47:56 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-10.00 total_reward_ma:-9.99 loss:-4.527 fps:331.8 +frame:7.00e+05 wall_t:2110 t:43750 epi:nan +opt_step:43125 lr:0.0003 alpha:0.006738 +2026-02-10 23:48:25 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-10.00 total_reward_ma:-9.99 loss:-4.357 fps:331.9 +frame:7.10e+05 wall_t:2139 t:44375 epi:nan +opt_step:43750 lr:0.0003 alpha:0.006738 +2026-02-10 23:48:56 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-10.00 total_reward_ma:-9.99 loss:-4.244 fps:332 +frame:7.20e+05 wall_t:2169 t:45000 epi:nan +opt_step:44375 lr:0.0003 alpha:0.006738 +2026-02-10 23:49:25 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-10.00 total_reward_ma:-9.99 loss:-4.18 fps:332 +frame:7.30e+05 wall_t:2199 t:45625 epi:nan +opt_step:45000 lr:0.0003 alpha:0.006738 +2026-02-10 23:49:55 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-10.00 total_reward_ma:-9.99 loss:-4.064 fps:332.1 +frame:7.40e+05 wall_t:2228 t:46250 epi:nan +opt_step:45625 lr:0.0003 alpha:0.006738 +2026-02-10 23:50:24 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-10.00 total_reward_ma:-9.99 loss:-3.878 fps:332.2 +frame:7.50e+05 wall_t:2258 t:46875 epi:nan +opt_step:46250 lr:0.0003 alpha:0.006738 +2026-02-10 23:50:54 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-10.00 total_reward_ma:-9.99 loss:-3.778 fps:332.2 +frame:7.60e+05 wall_t:2288 t:47500 epi:nan +opt_step:46875 lr:0.0003 alpha:0.006738 +2026-02-10 23:51:24 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-10.00 total_reward_ma:-9.99 loss:-3.662 fps:332.3 +frame:7.70e+05 wall_t:2317 t:48125 epi:nan +opt_step:47500 lr:0.0003 alpha:0.006738 +2026-02-10 23:51:53 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-10.00 total_reward_ma:-9.99 loss:-3.592 fps:332.3 +frame:7.80e+05 wall_t:2347 t:48750 epi:nan +opt_step:48125 lr:0.0003 alpha:0.006738 +2026-02-10 23:52:23 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-10.00 total_reward_ma:-9.99 loss:-3.436 fps:332.4 +frame:7.90e+05 wall_t:2377 t:49375 epi:nan +opt_step:48750 lr:0.0003 alpha:0.006738 +2026-02-10 23:52:54 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-10.00 total_reward_ma:-9.99 loss:-3.413 fps:332.4 +frame:8.00e+05 wall_t:2407 t:50000 epi:nan +opt_step:49375 lr:0.0003 alpha:0.006738 +2026-02-10 23:53:23 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-10.00 total_reward_ma:-9.99 loss:-3.28 fps:332.4 +frame:8.10e+05 wall_t:2437 t:50625 epi:nan +opt_step:50000 lr:0.0003 alpha:0.006738 +2026-02-10 23:53:54 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-10.00 total_reward_ma:-9.99 loss:-3.206 fps:332.4 +frame:8.20e+05 wall_t:2467 t:51250 epi:nan +opt_step:50625 lr:0.0003 alpha:0.006738 +2026-02-10 23:54:24 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-10.00 total_reward_ma:-9.99 loss:-3.114 fps:332.4 +frame:8.30e+05 wall_t:2497 t:51875 epi:nan +opt_step:51250 lr:0.0003 alpha:0.006738 +2026-02-10 23:54:54 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-10.00 total_reward_ma:-9.99 loss:-3.047 fps:332.3 +frame:8.40e+05 wall_t:2528 t:52500 epi:nan +opt_step:51875 lr:0.0003 alpha:0.006738 +2026-02-10 23:55:24 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-10.00 total_reward_ma:-9.99 loss:-2.909 fps:332.3 +frame:8.50e+05 wall_t:2558 t:53125 epi:nan +opt_step:52500 lr:0.0003 alpha:0.006738 +2026-02-10 23:55:54 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-10.00 total_reward_ma:-9.99 loss:-2.86 fps:332.3 +frame:8.60e+05 wall_t:2588 t:53750 epi:nan +opt_step:53125 lr:0.0003 alpha:0.006738 +2026-02-10 23:56:23 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-10.00 total_reward_ma:-9.99 loss:-2.785 fps:332.4 +frame:8.70e+05 wall_t:2617 t:54375 epi:nan +opt_step:53750 lr:0.0003 alpha:0.006738 +2026-02-10 23:56:53 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-10.00 total_reward_ma:-9.99 loss:-2.669 fps:332.5 +frame:8.80e+05 wall_t:2647 t:55000 epi:nan +opt_step:54375 lr:0.0003 alpha:0.006738 +2026-02-10 23:57:23 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-10.00 total_reward_ma:-9.99 loss:-2.611 fps:332.5 +frame:8.90e+05 wall_t:2677 t:55625 epi:nan +opt_step:55000 lr:0.0003 alpha:0.006738 +2026-02-10 23:57:53 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-10.00 total_reward_ma:-9.99 loss:-2.553 fps:332.6 +frame:9.00e+05 wall_t:2706 t:56250 epi:nan +opt_step:55625 lr:0.0003 alpha:0.006738 +2026-02-10 23:58:22 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-10.00 total_reward_ma:-9.99 loss:-2.446 fps:332.6 +frame:9.10e+05 wall_t:2736 t:56875 epi:nan +opt_step:56250 lr:0.0003 alpha:0.006738 +2026-02-10 23:58:52 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-10.00 total_reward_ma:-9.99 loss:-2.401 fps:332.7 +frame:9.20e+05 wall_t:2765 t:57500 epi:nan +opt_step:56875 lr:0.0003 alpha:0.006738 +2026-02-10 23:59:21 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-10.00 total_reward_ma:-9.99 loss:-2.363 fps:332.7 +frame:9.30e+05 wall_t:2795 t:58125 epi:nan +opt_step:57500 lr:0.0003 alpha:0.006738 +2026-02-10 23:59:51 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-9.99 total_reward_ma:-9.99 loss:-2.28 fps:332.9 +frame:9.40e+05 wall_t:2824 t:58750 epi:nan +opt_step:58125 lr:0.0003 alpha:0.006738 +2026-02-11 00:00:21 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-9.99 total_reward_ma:-9.99 loss:-2.211 fps:332.9 +frame:9.50e+05 wall_t:2854 t:59375 epi:nan +opt_step:58750 lr:0.0003 alpha:0.006738 +2026-02-11 00:00:50 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-9.99 total_reward_ma:-9.99 loss:-2.116 fps:332.9 +frame:9.60e+05 wall_t:2884 t:60000 epi:nan +opt_step:59375 lr:0.0003 alpha:0.006738 +2026-02-11 00:01:20 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-9.99 total_reward_ma:-9.99 loss:-2.1 fps:332.9 +frame:9.70e+05 wall_t:2914 t:60625 epi:nan +opt_step:60000 lr:0.0003 alpha:0.006738 +2026-02-11 00:01:50 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-9.99 total_reward_ma:-9.99 loss:-2.02 fps:332.9 +frame:9.80e+05 wall_t:2944 t:61250 epi:nan +opt_step:60625 lr:0.0003 alpha:0.006738 +2026-02-11 00:02:20 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-9.99 total_reward_ma:-9.99 loss:-1.984 fps:332.9 +frame:9.90e+05 wall_t:2974 t:61875 epi:nan +opt_step:61250 lr:0.0003 alpha:0.006738 +2026-02-11 00:02:50 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-9.99 total_reward_ma:-9.99 loss:-1.9 fps:332.9 +frame:1.00e+06 wall_t:3004 t:62500 epi:nan +opt_step:61875 lr:0.0003 alpha:0.006738 +2026-02-11 00:03:19 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-9.99 total_reward_ma:-9.99 loss:-1.877 fps:333 +frame:1.01e+06 wall_t:3033 t:63125 epi:nan +opt_step:62500 lr:0.0003 alpha:0.006738 +2026-02-11 00:03:49 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-9.99 total_reward_ma:-9.99 loss:-1.806 fps:333 +frame:1.02e+06 wall_t:3063 t:63750 epi:nan +opt_step:63125 lr:0.0003 alpha:0.006738 +2026-02-11 00:04:20 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-9.98 total_reward_ma:-9.99 loss:-1.767 fps:333 +frame:1.03e+06 wall_t:3093 t:64375 epi:nan +opt_step:63750 lr:0.0003 alpha:0.006738 +2026-02-11 00:04:50 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-9.98 total_reward_ma:-9.99 loss:-1.725 fps:333 +frame:1.04e+06 wall_t:3123 t:65000 epi:nan +opt_step:64375 lr:0.0003 alpha:0.006738 +2026-02-11 00:05:19 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-9.99 total_reward_ma:-9.99 loss:-1.677 fps:333 +frame:1.05e+06 wall_t:3153 t:65625 epi:nan +opt_step:65000 lr:0.0003 alpha:0.006738 +2026-02-11 00:05:49 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-9.99 total_reward_ma:-9.99 loss:-1.645 fps:333 +frame:1.06e+06 wall_t:3183 t:66250 epi:nan +opt_step:65625 lr:0.0003 alpha:0.006738 +2026-02-11 00:06:19 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-9.99 total_reward_ma:-9.99 loss:-1.586 fps:333 +frame:1.07e+06 wall_t:3213 t:66875 epi:nan +opt_step:66250 lr:0.0003 alpha:0.006738 +2026-02-11 00:06:49 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-9.99 total_reward_ma:-9.99 loss:-1.541 fps:333 +frame:1.08e+06 wall_t:3243 t:67500 epi:nan +opt_step:66875 lr:0.0003 alpha:0.006738 +2026-02-11 00:07:19 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-9.99 total_reward_ma:-9.99 loss:-1.526 fps:333.1 +frame:1.09e+06 wall_t:3272 t:68125 epi:nan +opt_step:67500 lr:0.0003 alpha:0.006738 +2026-02-11 00:07:49 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-9.99 total_reward_ma:-9.99 loss:-1.47 fps:333 +frame:1.10e+06 wall_t:3303 t:68750 epi:nan +opt_step:68125 lr:0.0003 alpha:0.006738 +2026-02-11 00:08:19 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-9.99 total_reward_ma:-9.99 loss:-1.432 fps:333.1 +frame:1.11e+06 wall_t:3332 t:69375 epi:nan +opt_step:68750 lr:0.0003 alpha:0.006738 +2026-02-11 00:08:49 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-9.99 total_reward_ma:-9.99 loss:-1.387 fps:333.1 +frame:1.12e+06 wall_t:3362 t:70000 epi:nan +opt_step:69375 lr:0.0003 alpha:0.006738 +2026-02-11 00:09:19 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-9.99 total_reward_ma:-9.99 loss:-1.348 fps:333 +frame:1.13e+06 wall_t:3393 t:70625 epi:nan +opt_step:70000 lr:0.0003 alpha:0.006738 +2026-02-11 00:09:49 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-9.99 total_reward_ma:-9.99 loss:-1.31 fps:333 +frame:1.14e+06 wall_t:3423 t:71250 epi:nan +opt_step:70625 lr:0.0003 alpha:0.006738 +2026-02-11 00:10:19 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-10.00 total_reward_ma:-9.99 loss:-1.28 fps:333.1 +frame:1.15e+06 wall_t:3452 t:71875 epi:nan +opt_step:71250 lr:0.0003 alpha:0.006738 +2026-02-11 00:10:49 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-10.00 total_reward_ma:-9.99 loss:-1.247 fps:333 +frame:1.16e+06 wall_t:3483 t:72500 epi:nan +opt_step:71875 lr:0.0003 alpha:0.006738 +2026-02-11 00:11:19 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-10.00 total_reward_ma:-9.99 loss:-1.234 fps:333 +frame:1.17e+06 wall_t:3513 t:73125 epi:nan +opt_step:72500 lr:0.0003 alpha:0.006738 +2026-02-11 00:11:49 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-10.00 total_reward_ma:-9.99 loss:-1.205 fps:333.1 +frame:1.18e+06 wall_t:3543 t:73750 epi:nan +opt_step:73125 lr:0.0003 alpha:0.006738 +2026-02-11 00:12:19 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-10.00 total_reward_ma:-9.99 loss:-1.138 fps:333.1 +frame:1.19e+06 wall_t:3573 t:74375 epi:nan +opt_step:73750 lr:0.0003 alpha:0.006738 +2026-02-11 00:12:49 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-10.00 total_reward_ma:-9.99 loss:-1.139 fps:333.1 +frame:1.20e+06 wall_t:3603 t:75000 epi:nan +opt_step:74375 lr:0.0003 alpha:0.006738 +2026-02-11 00:13:19 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-10.00 total_reward_ma:-9.99 loss:-1.135 fps:333.1 +frame:1.21e+06 wall_t:3633 t:75625 epi:nan +opt_step:75000 lr:0.0003 alpha:0.006738 +2026-02-11 00:13:49 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-10.00 total_reward_ma:-9.99 loss:-1.096 fps:333.1 +frame:1.22e+06 wall_t:3663 t:76250 epi:nan +opt_step:75625 lr:0.0003 alpha:0.006738 +2026-02-11 00:14:19 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-10.00 total_reward_ma:-9.99 loss:-1.084 fps:333.2 +frame:1.23e+06 wall_t:3692 t:76875 epi:nan +opt_step:76250 lr:0.0003 alpha:0.006738 +2026-02-11 00:14:48 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-10.00 total_reward_ma:-9.99 loss:-1.056 fps:333.2 +frame:1.24e+06 wall_t:3722 t:77500 epi:nan +opt_step:76875 lr:0.0003 alpha:0.006738 +2026-02-11 00:15:18 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-10.00 total_reward_ma:-10.00 loss:-1.025 fps:333.2 +frame:1.25e+06 wall_t:3752 t:78125 epi:nan +opt_step:77500 lr:0.0003 alpha:0.006738 +2026-02-11 00:15:48 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-10.00 total_reward_ma:-10.00 loss:-0.9989 fps:333.2 +frame:1.26e+06 wall_t:3781 t:78750 epi:nan +opt_step:78125 lr:0.0003 alpha:0.006738 +2026-02-11 00:16:17 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-10.00 total_reward_ma:-10.00 loss:-0.9912 fps:333.3 +frame:1.27e+06 wall_t:3810 t:79375 epi:nan +opt_step:78750 lr:0.0003 alpha:0.006738 +2026-02-11 00:16:47 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-10.00 total_reward_ma:-10.00 loss:-0.978 fps:333.3 +frame:1.28e+06 wall_t:3840 t:80000 epi:nan +opt_step:79375 lr:0.0003 alpha:0.006738 +2026-02-11 00:17:16 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-10.00 total_reward_ma:-10.00 loss:-0.9605 fps:333.3 +frame:1.29e+06 wall_t:3870 t:80625 epi:nan +opt_step:80000 lr:0.0003 alpha:0.006738 +2026-02-11 00:17:46 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-10.00 total_reward_ma:-10.00 loss:-0.9175 fps:333.3 +frame:1.30e+06 wall_t:3900 t:81250 epi:nan +opt_step:80625 lr:0.0003 alpha:0.006738 +2026-02-11 00:18:16 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-10.00 total_reward_ma:-10.00 loss:-0.9362 fps:333.4 +frame:1.31e+06 wall_t:3929 t:81875 epi:nan +opt_step:81250 lr:0.0003 alpha:0.006738 +2026-02-11 00:18:46 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-10.00 total_reward_ma:-10.00 loss:-0.8781 fps:333.3 +frame:1.32e+06 wall_t:3960 t:82500 epi:nan +opt_step:81875 lr:0.0003 alpha:0.006738 +2026-02-11 00:19:16 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-10.00 total_reward_ma:-10.00 loss:-0.896 fps:333.4 +frame:1.33e+06 wall_t:3989 t:83125 epi:nan +opt_step:82500 lr:0.0003 alpha:0.006738 +2026-02-11 00:19:46 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-10.00 total_reward_ma:-10.00 loss:-0.8528 fps:333.3 +frame:1.34e+06 wall_t:4020 t:83750 epi:nan +opt_step:83125 lr:0.0003 alpha:0.006738 +2026-02-11 00:20:16 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-10.00 total_reward_ma:-10.00 loss:-0.8585 fps:333.3 +frame:1.35e+06 wall_t:4050 t:84375 epi:nan +opt_step:83750 lr:0.0003 alpha:0.006738 +2026-02-11 00:20:47 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-10.00 total_reward_ma:-10.00 loss:-0.8434 fps:333.3 +frame:1.36e+06 wall_t:4080 t:85000 epi:nan +opt_step:84375 lr:0.0003 alpha:0.006738 +2026-02-11 00:21:17 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-9.99 total_reward_ma:-10.00 loss:-0.8219 fps:333.3 +frame:1.37e+06 wall_t:4111 t:85625 epi:nan +opt_step:85000 lr:0.0003 alpha:0.006738 +2026-02-11 00:21:46 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-9.99 total_reward_ma:-10.00 loss:-0.8128 fps:333.3 +frame:1.38e+06 wall_t:4140 t:86250 epi:nan +opt_step:85625 lr:0.0003 alpha:0.006738 +2026-02-11 00:22:17 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-9.99 total_reward_ma:-10.00 loss:-0.7874 fps:333.3 +frame:1.39e+06 wall_t:4170 t:86875 epi:nan +opt_step:86250 lr:0.0003 alpha:0.006738 +2026-02-11 00:22:46 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-9.98 total_reward_ma:-10.00 loss:-0.7664 fps:333.3 +frame:1.40e+06 wall_t:4200 t:87500 epi:nan +opt_step:86875 lr:0.0003 alpha:0.006738 +2026-02-11 00:23:16 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-9.98 total_reward_ma:-9.99 loss:-0.7495 fps:333.3 +frame:1.41e+06 wall_t:4230 t:88125 epi:nan +opt_step:87500 lr:0.0003 alpha:0.006738 +2026-02-11 00:23:46 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-9.98 total_reward_ma:-9.99 loss:-0.7659 fps:333.4 +frame:1.42e+06 wall_t:4259 t:88750 epi:nan +opt_step:88125 lr:0.0003 alpha:0.006738 +2026-02-11 00:24:16 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-9.97 total_reward_ma:-9.99 loss:-0.7727 fps:333.3 +frame:1.43e+06 wall_t:4290 t:89375 epi:nan +opt_step:88750 lr:0.0003 alpha:0.006738 +2026-02-11 00:24:46 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-9.97 total_reward_ma:-9.99 loss:-0.7294 fps:333.3 +frame:1.44e+06 wall_t:4320 t:90000 epi:nan +opt_step:89375 lr:0.0003 alpha:0.006738 +2026-02-11 00:25:16 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-9.97 total_reward_ma:-9.99 loss:-0.7136 fps:333.3 +frame:1.45e+06 wall_t:4350 t:90625 epi:nan +opt_step:90000 lr:0.0003 alpha:0.006738 +2026-02-11 00:25:46 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-9.97 total_reward_ma:-9.99 loss:-0.7144 fps:333.4 +frame:1.46e+06 wall_t:4379 t:91250 epi:nan +opt_step:90625 lr:0.0003 alpha:0.006738 +2026-02-11 00:26:15 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-9.97 total_reward_ma:-9.99 loss:-0.6933 fps:333.4 +frame:1.47e+06 wall_t:4409 t:91875 epi:nan +opt_step:91250 lr:0.0003 alpha:0.006738 +2026-02-11 00:26:45 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-9.97 total_reward_ma:-9.99 loss:-0.6878 fps:333.4 +frame:1.48e+06 wall_t:4439 t:92500 epi:nan +opt_step:91875 lr:0.0003 alpha:0.006738 +2026-02-11 00:27:15 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-9.97 total_reward_ma:-9.99 loss:-0.6895 fps:333.4 +frame:1.49e+06 wall_t:4469 t:93125 epi:nan +opt_step:92500 lr:0.0003 alpha:0.006738 +2026-02-11 00:27:45 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-9.96 total_reward_ma:-9.99 loss:-0.6615 fps:333.4 +frame:1.50e+06 wall_t:4499 t:93750 epi:nan +opt_step:93125 lr:0.0003 alpha:0.006738 +2026-02-11 00:28:15 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-9.96 total_reward_ma:-9.99 loss:-0.6647 fps:333.4 +frame:1.51e+06 wall_t:4529 t:94375 epi:nan +opt_step:93750 lr:0.0003 alpha:0.006738 +2026-02-11 00:28:45 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-9.96 total_reward_ma:-9.99 loss:-0.6453 fps:333.4 +frame:1.52e+06 wall_t:4559 t:95000 epi:nan +opt_step:94375 lr:0.0003 alpha:0.006738 +2026-02-11 00:29:15 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-9.96 total_reward_ma:-9.99 loss:-0.6333 fps:333.4 +frame:1.53e+06 wall_t:4589 t:95625 epi:nan +opt_step:95000 lr:0.0003 alpha:0.006738 +2026-02-11 00:29:45 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-9.96 total_reward_ma:-9.99 loss:-0.6381 fps:333.5 +frame:1.54e+06 wall_t:4618 t:96250 epi:nan +opt_step:95625 lr:0.0003 alpha:0.006738 +2026-02-11 00:30:15 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-9.97 total_reward_ma:-9.99 loss:-0.6305 fps:333.5 +frame:1.55e+06 wall_t:4648 t:96875 epi:nan +opt_step:96250 lr:0.0003 alpha:0.006738 +2026-02-11 00:30:44 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-9.97 total_reward_ma:-9.99 loss:-0.5974 fps:333.5 +frame:1.56e+06 wall_t:4678 t:97500 epi:nan +opt_step:96875 lr:0.0003 alpha:0.006738 +2026-02-11 00:31:14 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-9.97 total_reward_ma:-9.99 loss:-0.6149 fps:333.5 +frame:1.57e+06 wall_t:4708 t:98125 epi:nan +opt_step:97500 lr:0.0003 alpha:0.006738 +2026-02-11 00:31:44 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-9.96 total_reward_ma:-9.99 loss:-0.6088 fps:333.5 +frame:1.58e+06 wall_t:4737 t:98750 epi:nan +opt_step:98125 lr:0.0003 alpha:0.006738 +2026-02-11 00:32:14 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-9.97 total_reward_ma:-9.99 loss:-0.6021 fps:333.5 +frame:1.59e+06 wall_t:4768 t:99375 epi:nan +opt_step:98750 lr:0.0003 alpha:0.006738 +2026-02-11 00:32:44 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-9.97 total_reward_ma:-9.99 loss:-0.6124 fps:333.5 +frame:1.60e+06 wall_t:4798 t:100000 epi:nan +opt_step:99375 lr:0.0003 alpha:0.006738 +2026-02-11 00:33:14 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-9.98 total_reward_ma:-9.99 loss:-0.6081 fps:333.5 +frame:1.61e+06 wall_t:4828 t:100625 epi:nan +opt_step:100000 lr:0.0003 alpha:0.006738 +2026-02-11 00:33:45 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-9.97 total_reward_ma:-9.99 loss:-0.5798 fps:333.5 +frame:1.62e+06 wall_t:4858 t:101250 epi:nan +opt_step:100625 lr:0.0003 alpha:0.006738 +2026-02-11 00:34:15 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-9.98 total_reward_ma:-9.99 loss:-0.5524 fps:333.4 +frame:1.63e+06 wall_t:4889 t:101875 epi:nan +opt_step:101250 lr:0.0003 alpha:0.006738 +2026-02-11 00:34:45 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-9.98 total_reward_ma:-9.99 loss:-0.5859 fps:333.4 +frame:1.64e+06 wall_t:4919 t:102500 epi:nan +opt_step:101875 lr:0.0003 alpha:0.006738 +2026-02-11 00:35:15 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-9.97 total_reward_ma:-9.99 loss:-0.5656 fps:333.4 +frame:1.65e+06 wall_t:4949 t:103125 epi:nan +opt_step:102500 lr:0.0003 alpha:0.006738 +2026-02-11 00:35:45 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-9.97 total_reward_ma:-9.99 loss:-0.5657 fps:333.4 +frame:1.66e+06 wall_t:4979 t:103750 epi:nan +opt_step:103125 lr:0.0003 alpha:0.006738 +2026-02-11 00:36:15 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-9.97 total_reward_ma:-9.99 loss:-0.5499 fps:333.5 +frame:1.67e+06 wall_t:5008 t:104375 epi:nan +opt_step:103750 lr:0.0003 alpha:0.006738 +2026-02-11 00:36:45 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-9.97 total_reward_ma:-9.99 loss:-0.5857 fps:333.5 +frame:1.68e+06 wall_t:5038 t:105000 epi:nan +opt_step:104375 lr:0.0003 alpha:0.006738 +2026-02-11 00:37:14 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-9.97 total_reward_ma:-9.99 loss:-0.5673 fps:333.5 +frame:1.69e+06 wall_t:5068 t:105625 epi:nan +opt_step:105000 lr:0.0003 alpha:0.006738 +2026-02-11 00:37:44 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-9.97 total_reward_ma:-9.99 loss:-0.5512 fps:333.5 +frame:1.70e+06 wall_t:5098 t:106250 epi:nan +opt_step:105625 lr:0.0003 alpha:0.006738 +2026-02-11 00:38:13 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-9.98 total_reward_ma:-9.99 loss:-0.5446 fps:333.5 +frame:1.71e+06 wall_t:5127 t:106875 epi:nan +opt_step:106250 lr:0.0003 alpha:0.006738 +2026-02-11 00:38:43 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-9.98 total_reward_ma:-9.99 loss:-0.5601 fps:333.5 +frame:1.72e+06 wall_t:5157 t:107500 epi:nan +opt_step:106875 lr:0.0003 alpha:0.006738 +2026-02-11 00:39:14 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-9.98 total_reward_ma:-9.99 loss:-0.5731 fps:333.5 +frame:1.73e+06 wall_t:5187 t:108125 epi:nan +opt_step:107500 lr:0.0003 alpha:0.006738 +2026-02-11 00:39:44 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-9.98 total_reward_ma:-9.99 loss:-0.5601 fps:333.5 +frame:1.74e+06 wall_t:5218 t:108750 epi:nan +opt_step:108125 lr:0.0003 alpha:0.006738 +2026-02-11 00:40:14 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-9.99 total_reward_ma:-9.99 loss:-0.5641 fps:333.5 +frame:1.75e+06 wall_t:5248 t:109375 epi:nan +opt_step:108750 lr:0.0003 alpha:0.006738 +2026-02-11 00:40:44 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-9.99 total_reward_ma:-9.99 loss:-0.5774 fps:333.5 +frame:1.76e+06 wall_t:5278 t:110000 epi:nan +opt_step:109375 lr:0.0003 alpha:0.006738 +2026-02-11 00:41:14 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-10.00 total_reward_ma:-9.99 loss:-0.5653 fps:333.5 +frame:1.77e+06 wall_t:5307 t:110625 epi:nan +opt_step:110000 lr:0.0003 alpha:0.006738 +2026-02-11 00:41:43 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-10.00 total_reward_ma:-9.99 loss:-0.5457 fps:333.5 +frame:1.78e+06 wall_t:5337 t:111250 epi:nan +opt_step:110625 lr:0.0003 alpha:0.006738 +2026-02-11 00:42:14 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-10.00 total_reward_ma:-9.99 loss:-0.5468 fps:333.5 +frame:1.79e+06 wall_t:5368 t:111875 epi:nan +opt_step:111250 lr:0.0003 alpha:0.006738 +2026-02-11 00:42:43 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-10.00 total_reward_ma:-9.99 loss:-0.5622 fps:333.5 +frame:1.80e+06 wall_t:5397 t:112500 epi:nan +opt_step:111875 lr:0.0003 alpha:0.006738 +2026-02-11 00:43:13 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-9.99 total_reward_ma:-9.99 loss:-0.5491 fps:333.5 +frame:1.81e+06 wall_t:5427 t:113125 epi:nan +opt_step:112500 lr:0.0003 alpha:0.006738 +2026-02-11 00:43:44 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-9.99 total_reward_ma:-9.99 loss:-0.5438 fps:333.5 +frame:1.82e+06 wall_t:5457 t:113750 epi:nan +opt_step:113125 lr:0.0003 alpha:0.006738 +2026-02-11 00:44:14 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-9.99 total_reward_ma:-9.99 loss:-0.5308 fps:333.5 +frame:1.83e+06 wall_t:5487 t:114375 epi:nan +opt_step:113750 lr:0.0003 alpha:0.006738 +2026-02-11 00:44:44 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-9.99 total_reward_ma:-9.99 loss:-0.5434 fps:333.5 +frame:1.84e+06 wall_t:5518 t:115000 epi:nan +opt_step:114375 lr:0.0003 alpha:0.006738 +2026-02-11 00:45:14 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-9.98 total_reward_ma:-9.99 loss:-0.5617 fps:333.5 +frame:1.85e+06 wall_t:5548 t:115625 epi:nan +opt_step:115000 lr:0.0003 alpha:0.006738 +2026-02-11 00:45:44 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-9.98 total_reward_ma:-9.99 loss:-0.5359 fps:333.5 +frame:1.86e+06 wall_t:5577 t:116250 epi:nan +opt_step:115625 lr:0.0003 alpha:0.006738 +2026-02-11 00:46:13 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-9.98 total_reward_ma:-9.99 loss:-0.5476 fps:333.5 +frame:1.87e+06 wall_t:5607 t:116875 epi:nan +opt_step:116250 lr:0.0003 alpha:0.006738 +2026-02-11 00:46:43 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-9.98 total_reward_ma:-9.99 loss:-0.5219 fps:333.5 +frame:1.88e+06 wall_t:5637 t:117500 epi:nan +opt_step:116875 lr:0.0003 alpha:0.006738 +2026-02-11 00:47:13 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-9.98 total_reward_ma:-9.99 loss:-0.5393 fps:333.5 +frame:1.89e+06 wall_t:5667 t:118125 epi:nan +opt_step:117500 lr:0.0003 alpha:0.006738 +2026-02-11 00:47:43 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-9.98 total_reward_ma:-9.99 loss:-0.5458 fps:333.5 +frame:1.90e+06 wall_t:5697 t:118750 epi:nan +opt_step:118125 lr:0.0003 alpha:0.006738 +2026-02-11 00:48:13 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-9.98 total_reward_ma:-9.99 loss:-0.5457 fps:333.6 +frame:1.91e+06 wall_t:5726 t:119375 epi:nan +opt_step:118750 lr:0.0003 alpha:0.006738 +2026-02-11 00:48:43 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-9.97 total_reward_ma:-9.98 loss:-0.5345 fps:333.5 +frame:1.92e+06 wall_t:5757 t:120000 epi:nan +opt_step:119375 lr:0.0003 alpha:0.006738 +2026-02-11 00:49:14 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-9.98 total_reward_ma:-9.98 loss:-0.5306 fps:333.5 +frame:1.93e+06 wall_t:5787 t:120625 epi:nan +opt_step:120000 lr:0.0003 alpha:0.006738 +2026-02-11 00:49:44 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-9.98 total_reward_ma:-9.98 loss:-0.5295 fps:333.4 +frame:1.94e+06 wall_t:5818 t:121250 epi:nan +opt_step:120625 lr:0.0003 alpha:0.006738 +2026-02-11 00:50:14 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-9.98 total_reward_ma:-9.98 loss:-0.5353 fps:333.4 +frame:1.95e+06 wall_t:5848 t:121875 epi:nan +opt_step:121250 lr:0.0003 alpha:0.006738 +2026-02-11 00:50:44 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-9.98 total_reward_ma:-9.98 loss:-0.5198 fps:333.4 +frame:1.96e+06 wall_t:5878 t:122500 epi:nan +opt_step:121875 lr:0.0003 alpha:0.006738 +2026-02-11 00:51:14 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-9.98 total_reward_ma:-9.98 loss:-0.5493 fps:333.5 +frame:1.97e+06 wall_t:5907 t:123125 epi:nan +opt_step:122500 lr:0.0003 alpha:0.006738 +2026-02-11 00:51:44 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-9.99 total_reward_ma:-9.98 loss:-0.5283 fps:333.4 +frame:1.98e+06 wall_t:5938 t:123750 epi:nan +opt_step:123125 lr:0.0003 alpha:0.006738 +2026-02-11 00:52:14 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-9.98 total_reward_ma:-9.98 loss:-0.5512 fps:333.5 +frame:1.99e+06 wall_t:5967 t:124375 epi:nan +opt_step:123750 lr:0.0003 alpha:0.006738 +2026-02-11 00:52:42 | INFO | PID:1326 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-9.97 total_reward_ma:-9.98 loss:-0.5363 fps:333.6 +frame:2.00e+06 wall_t:5995 t:125000 epi:nan +opt_step:124375 lr:0.0003 alpha:0.006738 +2026-02-11 00:52:42 | INFO | PID:1326 | slm_lab.lib.logger:info | Session 1 done diff --git a/data/sac_atari_surround_2026_02_10_231238/log/sac_atari_surround_t0_s2.log b/data/sac_atari_surround_2026_02_10_231238/log/sac_atari_surround_t0_s2.log new file mode 100644 index 0000000000000000000000000000000000000000..ce37f09dafdcd353e8137d23825793fe887d7b4b --- /dev/null +++ b/data/sac_atari_surround_2026_02_10_231238/log/sac_atari_surround_t0_s2.log @@ -0,0 +1,802 @@ +2026-02-10 23:12:43 | INFO | PID:1327 | slm_lab.env:_make_vector_env | AtariVectorEnv: 16 envs, native preprocessing +2026-02-10 23:13:34 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:nan total_reward_ma:nan loss:nan fps:208.3 +frame:1.00e+04 wall_t:48 t:625 epi:nan +opt_step:0 lr:0.0003 alpha:1 +2026-02-10 23:14:04 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-10.00 total_reward_ma:-10.00 loss:-7.516 fps:256.4 +frame:2.00e+04 wall_t:78 t:1250 epi:nan +opt_step:625 lr:0.0003 alpha:0.8342 +2026-02-10 23:14:33 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-10.00 total_reward_ma:-10.00 loss:-10.7 fps:280.4 +frame:3.00e+04 wall_t:107 t:1875 epi:nan +opt_step:1250 lr:0.0003 alpha:0.7057 +2026-02-10 23:15:04 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-10.00 total_reward_ma:-10.00 loss:-13.15 fps:292 +frame:4.00e+04 wall_t:137 t:2500 epi:nan +opt_step:1875 lr:0.0003 alpha:0.6024 +2026-02-10 23:15:33 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-10.00 total_reward_ma:-10.00 loss:-15.11 fps:299.4 +frame:5.00e+04 wall_t:167 t:3125 epi:nan +opt_step:2500 lr:0.0003 alpha:0.5175 +2026-02-10 23:16:03 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-10.00 total_reward_ma:-10.00 loss:-16.62 fps:304.6 +frame:6.00e+04 wall_t:197 t:3750 epi:nan +opt_step:3125 lr:0.0003 alpha:0.4466 +2026-02-10 23:16:33 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-10.00 total_reward_ma:-10.00 loss:-17.7 fps:308.4 +frame:7.00e+04 wall_t:227 t:4375 epi:nan +opt_step:3750 lr:0.0003 alpha:0.3866 +2026-02-10 23:17:04 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-10.00 total_reward_ma:-10.00 loss:-18.84 fps:311.3 +frame:8.00e+04 wall_t:257 t:5000 epi:nan +opt_step:4375 lr:0.0003 alpha:0.3354 +2026-02-10 23:17:34 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-10.00 total_reward_ma:-10.00 loss:-19.88 fps:312.5 +frame:9.00e+04 wall_t:288 t:5625 epi:nan +opt_step:5000 lr:0.0003 alpha:0.2915 +2026-02-10 23:18:04 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-10.00 total_reward_ma:-10.00 loss:-20.41 fps:315.5 +frame:1.00e+05 wall_t:317 t:6250 epi:nan +opt_step:5625 lr:0.0003 alpha:0.2535 +2026-02-10 23:18:34 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-10.00 total_reward_ma:-10.00 loss:-20.65 fps:317 +frame:1.10e+05 wall_t:347 t:6875 epi:nan +opt_step:6250 lr:0.0003 alpha:0.2207 +2026-02-10 23:19:03 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-10.00 total_reward_ma:-10.00 loss:-20.37 fps:318.3 +frame:1.20e+05 wall_t:377 t:7500 epi:nan +opt_step:6875 lr:0.0003 alpha:0.1922 +2026-02-10 23:19:33 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-10.00 total_reward_ma:-10.00 loss:-20.57 fps:319.4 +frame:1.30e+05 wall_t:407 t:8125 epi:nan +opt_step:7500 lr:0.0003 alpha:0.1675 +2026-02-10 23:20:03 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-10.00 total_reward_ma:-10.00 loss:-20.99 fps:320.4 +frame:1.40e+05 wall_t:437 t:8750 epi:nan +opt_step:8125 lr:0.0003 alpha:0.146 +2026-02-10 23:20:33 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-10.00 total_reward_ma:-10.00 loss:-20.94 fps:321.2 +frame:1.50e+05 wall_t:467 t:9375 epi:nan +opt_step:8750 lr:0.0003 alpha:0.1273 +2026-02-10 23:21:03 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-10.00 total_reward_ma:-10.00 loss:-20.83 fps:321.9 +frame:1.60e+05 wall_t:497 t:10000 epi:nan +opt_step:9375 lr:0.0003 alpha:0.1111 +2026-02-10 23:21:33 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-10.00 total_reward_ma:-10.00 loss:-20.74 fps:322.6 +frame:1.70e+05 wall_t:527 t:10625 epi:nan +opt_step:10000 lr:0.0003 alpha:0.0969 +2026-02-10 23:22:03 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-10.00 total_reward_ma:-10.00 loss:-20.27 fps:323.2 +frame:1.80e+05 wall_t:557 t:11250 epi:nan +opt_step:10625 lr:0.0003 alpha:0.08455 +2026-02-10 23:22:33 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-10.00 total_reward_ma:-10.00 loss:-19.82 fps:323.7 +frame:1.90e+05 wall_t:587 t:11875 epi:nan +opt_step:11250 lr:0.0003 alpha:0.07379 +2026-02-10 23:23:02 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-10.00 total_reward_ma:-10.00 loss:-19.61 fps:324.7 +frame:2.00e+05 wall_t:616 t:12500 epi:nan +opt_step:11875 lr:0.0003 alpha:0.06442 +2026-02-10 23:23:32 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-10.00 total_reward_ma:-10.00 loss:-19.43 fps:325.1 +frame:2.10e+05 wall_t:646 t:13125 epi:nan +opt_step:12500 lr:0.0003 alpha:0.05625 +2026-02-10 23:24:02 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-10.00 total_reward_ma:-10.00 loss:-19.08 fps:325.4 +frame:2.20e+05 wall_t:676 t:13750 epi:nan +opt_step:13125 lr:0.0003 alpha:0.04913 +2026-02-10 23:24:32 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-10.00 total_reward_ma:-10.00 loss:-18.57 fps:325.8 +frame:2.30e+05 wall_t:706 t:14375 epi:nan +opt_step:13750 lr:0.0003 alpha:0.04291 +2026-02-10 23:25:01 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-10.00 total_reward_ma:-10.00 loss:-18.03 fps:326.5 +frame:2.40e+05 wall_t:735 t:15000 epi:nan +opt_step:14375 lr:0.0003 alpha:0.0375 +2026-02-10 23:25:31 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-10.00 total_reward_ma:-10.00 loss:-17.51 fps:326.8 +frame:2.50e+05 wall_t:765 t:15625 epi:nan +opt_step:15000 lr:0.0003 alpha:0.03277 +2026-02-10 23:26:01 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-10.00 total_reward_ma:-10.00 loss:-17.29 fps:327.5 +frame:2.60e+05 wall_t:794 t:16250 epi:nan +opt_step:15625 lr:0.0003 alpha:0.02865 +2026-02-10 23:26:31 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-10.00 total_reward_ma:-10.00 loss:-16.61 fps:327.7 +frame:2.70e+05 wall_t:824 t:16875 epi:nan +opt_step:16250 lr:0.0003 alpha:0.02505 +2026-02-10 23:27:01 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-10.00 total_reward_ma:-10.00 loss:-16.51 fps:327.5 +frame:2.80e+05 wall_t:855 t:17500 epi:nan +opt_step:16875 lr:0.0003 alpha:0.02191 +2026-02-10 23:27:31 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-10.00 total_reward_ma:-10.00 loss:-16.09 fps:327.7 +frame:2.90e+05 wall_t:885 t:18125 epi:nan +opt_step:17500 lr:0.0003 alpha:0.01917 +2026-02-10 23:28:01 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-10.00 total_reward_ma:-10.00 loss:-15.56 fps:327.9 +frame:3.00e+05 wall_t:915 t:18750 epi:nan +opt_step:18125 lr:0.0003 alpha:0.01678 +2026-02-10 23:28:31 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-10.00 total_reward_ma:-10.00 loss:-15.02 fps:328.4 +frame:3.10e+05 wall_t:944 t:19375 epi:nan +opt_step:18750 lr:0.0003 alpha:0.01469 +2026-02-10 23:29:00 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-10.00 total_reward_ma:-10.00 loss:-14.67 fps:328.5 +frame:3.20e+05 wall_t:974 t:20000 epi:nan +opt_step:19375 lr:0.0003 alpha:0.01286 +2026-02-10 23:29:30 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-10.00 total_reward_ma:-10.00 loss:-14.28 fps:328.7 +frame:3.30e+05 wall_t:1004 t:20625 epi:nan +opt_step:20000 lr:0.0003 alpha:0.01127 +2026-02-10 23:30:00 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-10.00 total_reward_ma:-10.00 loss:-13.92 fps:328.8 +frame:3.40e+05 wall_t:1034 t:21250 epi:nan +opt_step:20625 lr:0.0003 alpha:0.009874 +2026-02-10 23:30:30 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-10.00 total_reward_ma:-10.00 loss:-13.57 fps:328.9 +frame:3.50e+05 wall_t:1064 t:21875 epi:nan +opt_step:21250 lr:0.0003 alpha:0.008656 +2026-02-10 23:30:59 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-10.00 total_reward_ma:-10.00 loss:-13.11 fps:329.4 +frame:3.60e+05 wall_t:1093 t:22500 epi:nan +opt_step:21875 lr:0.0003 alpha:0.007597 +2026-02-10 23:31:29 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-10.00 total_reward_ma:-10.00 loss:-12.68 fps:329.5 +frame:3.70e+05 wall_t:1123 t:23125 epi:nan +opt_step:22500 lr:0.0003 alpha:0.006738 +2026-02-10 23:31:59 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-10.00 total_reward_ma:-10.00 loss:-12.28 fps:329.9 +frame:3.80e+05 wall_t:1152 t:23750 epi:nan +opt_step:23125 lr:0.0003 alpha:0.006738 +2026-02-10 23:32:28 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-10.00 total_reward_ma:-10.00 loss:-11.96 fps:329.9 +frame:3.90e+05 wall_t:1182 t:24375 epi:nan +opt_step:23750 lr:0.0003 alpha:0.006738 +2026-02-10 23:32:58 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-10.00 total_reward_ma:-10.00 loss:-11.68 fps:330.3 +frame:4.00e+05 wall_t:1211 t:25000 epi:nan +opt_step:24375 lr:0.0003 alpha:0.006738 +2026-02-10 23:33:28 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-10.00 total_reward_ma:-10.00 loss:-11.38 fps:330.1 +frame:4.10e+05 wall_t:1242 t:25625 epi:nan +opt_step:25000 lr:0.0003 alpha:0.006738 +2026-02-10 23:33:58 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-10.00 total_reward_ma:-10.00 loss:-11 fps:330.4 +frame:4.20e+05 wall_t:1271 t:26250 epi:nan +opt_step:25625 lr:0.0003 alpha:0.006738 +2026-02-10 23:34:28 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-10.00 total_reward_ma:-10.00 loss:-10.62 fps:330.5 +frame:4.30e+05 wall_t:1301 t:26875 epi:nan +opt_step:26250 lr:0.0003 alpha:0.006738 +2026-02-10 23:34:57 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-10.00 total_reward_ma:-10.00 loss:-10.27 fps:330.8 +frame:4.40e+05 wall_t:1330 t:27500 epi:nan +opt_step:26875 lr:0.0003 alpha:0.006738 +2026-02-10 23:35:27 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-10.00 total_reward_ma:-10.00 loss:-10.03 fps:330.6 +frame:4.50e+05 wall_t:1361 t:28125 epi:nan +opt_step:27500 lr:0.0003 alpha:0.006738 +2026-02-10 23:35:57 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-10.00 total_reward_ma:-10.00 loss:-9.823 fps:330.7 +frame:4.60e+05 wall_t:1391 t:28750 epi:nan +opt_step:28125 lr:0.0003 alpha:0.006738 +2026-02-10 23:36:27 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-10.00 total_reward_ma:-10.00 loss:-9.394 fps:330.8 +frame:4.70e+05 wall_t:1421 t:29375 epi:nan +opt_step:28750 lr:0.0003 alpha:0.006738 +2026-02-10 23:36:58 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-10.00 total_reward_ma:-10.00 loss:-9.109 fps:330.8 +frame:4.80e+05 wall_t:1451 t:30000 epi:nan +opt_step:29375 lr:0.0003 alpha:0.006738 +2026-02-10 23:37:27 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-10.00 total_reward_ma:-10.00 loss:-8.87 fps:330.9 +frame:4.90e+05 wall_t:1481 t:30625 epi:nan +opt_step:30000 lr:0.0003 alpha:0.006738 +2026-02-10 23:37:57 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-10.00 total_reward_ma:-10.00 loss:-8.749 fps:330.9 +frame:5.00e+05 wall_t:1511 t:31250 epi:nan +opt_step:30625 lr:0.0003 alpha:0.006738 +2026-02-10 23:38:26 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-10.00 total_reward_ma:-10.00 loss:-8.484 fps:331.2 +frame:5.10e+05 wall_t:1540 t:31875 epi:nan +opt_step:31250 lr:0.0003 alpha:0.006738 +2026-02-10 23:38:56 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-10.00 total_reward_ma:-10.00 loss:-8.189 fps:331.2 +frame:5.20e+05 wall_t:1570 t:32500 epi:nan +opt_step:31875 lr:0.0003 alpha:0.006738 +2026-02-10 23:39:26 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-10.00 total_reward_ma:-10.00 loss:-7.912 fps:331.2 +frame:5.30e+05 wall_t:1600 t:33125 epi:nan +opt_step:32500 lr:0.0003 alpha:0.006738 +2026-02-10 23:39:56 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-10.00 total_reward_ma:-10.00 loss:-7.668 fps:331.3 +frame:5.40e+05 wall_t:1630 t:33750 epi:nan +opt_step:33125 lr:0.0003 alpha:0.006738 +2026-02-10 23:40:26 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-10.00 total_reward_ma:-10.00 loss:-7.353 fps:331.3 +frame:5.50e+05 wall_t:1660 t:34375 epi:nan +opt_step:33750 lr:0.0003 alpha:0.006738 +2026-02-10 23:40:56 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-10.00 total_reward_ma:-10.00 loss:-7.195 fps:331.4 +frame:5.60e+05 wall_t:1690 t:35000 epi:nan +opt_step:34375 lr:0.0003 alpha:0.006738 +2026-02-10 23:41:26 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-10.00 total_reward_ma:-10.00 loss:-7.074 fps:331.4 +frame:5.70e+05 wall_t:1720 t:35625 epi:nan +opt_step:35000 lr:0.0003 alpha:0.006738 +2026-02-10 23:41:56 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-9.99 total_reward_ma:-10.00 loss:-6.842 fps:331.4 +frame:5.80e+05 wall_t:1750 t:36250 epi:nan +opt_step:35625 lr:0.0003 alpha:0.006738 +2026-02-10 23:42:26 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-9.98 total_reward_ma:-10.00 loss:-6.645 fps:331.5 +frame:5.90e+05 wall_t:1780 t:36875 epi:nan +opt_step:36250 lr:0.0003 alpha:0.006738 +2026-02-10 23:42:56 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-9.98 total_reward_ma:-10.00 loss:-6.402 fps:331.5 +frame:6.00e+05 wall_t:1810 t:37500 epi:nan +opt_step:36875 lr:0.0003 alpha:0.006738 +2026-02-10 23:43:26 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-9.98 total_reward_ma:-10.00 loss:-6.239 fps:331.5 +frame:6.10e+05 wall_t:1840 t:38125 epi:nan +opt_step:37500 lr:0.0003 alpha:0.006738 +2026-02-10 23:43:57 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-9.98 total_reward_ma:-10.00 loss:-6.104 fps:331.6 +frame:6.20e+05 wall_t:1870 t:38750 epi:nan +opt_step:38125 lr:0.0003 alpha:0.006738 +2026-02-10 23:44:26 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-9.96 total_reward_ma:-10.00 loss:-5.906 fps:331.6 +frame:6.30e+05 wall_t:1900 t:39375 epi:nan +opt_step:38750 lr:0.0003 alpha:0.006738 +2026-02-10 23:44:56 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-9.96 total_reward_ma:-10.00 loss:-5.724 fps:331.6 +frame:6.40e+05 wall_t:1930 t:40000 epi:nan +opt_step:39375 lr:0.0003 alpha:0.006738 +2026-02-10 23:45:26 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-9.96 total_reward_ma:-10.00 loss:-5.551 fps:331.8 +frame:6.50e+05 wall_t:1959 t:40625 epi:nan +opt_step:40000 lr:0.0003 alpha:0.006738 +2026-02-10 23:45:55 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-9.95 total_reward_ma:-10.00 loss:-5.439 fps:331.8 +frame:6.60e+05 wall_t:1989 t:41250 epi:nan +opt_step:40625 lr:0.0003 alpha:0.006738 +2026-02-10 23:46:25 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-9.95 total_reward_ma:-10.00 loss:-5.218 fps:331.8 +frame:6.70e+05 wall_t:2019 t:41875 epi:nan +opt_step:41250 lr:0.0003 alpha:0.006738 +2026-02-10 23:46:55 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-9.95 total_reward_ma:-9.99 loss:-5.077 fps:331.9 +frame:6.80e+05 wall_t:2049 t:42500 epi:nan +opt_step:41875 lr:0.0003 alpha:0.006738 +2026-02-10 23:47:26 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-9.96 total_reward_ma:-9.99 loss:-5.003 fps:331.9 +frame:6.90e+05 wall_t:2079 t:43125 epi:nan +opt_step:42500 lr:0.0003 alpha:0.006738 +2026-02-10 23:47:55 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-9.96 total_reward_ma:-9.99 loss:-4.84 fps:331.9 +frame:7.00e+05 wall_t:2109 t:43750 epi:nan +opt_step:43125 lr:0.0003 alpha:0.006738 +2026-02-10 23:48:25 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-9.97 total_reward_ma:-9.99 loss:-4.74 fps:331.9 +frame:7.10e+05 wall_t:2139 t:44375 epi:nan +opt_step:43750 lr:0.0003 alpha:0.006738 +2026-02-10 23:48:56 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-9.97 total_reward_ma:-9.99 loss:-4.466 fps:332 +frame:7.20e+05 wall_t:2169 t:45000 epi:nan +opt_step:44375 lr:0.0003 alpha:0.006738 +2026-02-10 23:49:25 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-9.96 total_reward_ma:-9.99 loss:-4.399 fps:332 +frame:7.30e+05 wall_t:2199 t:45625 epi:nan +opt_step:45000 lr:0.0003 alpha:0.006738 +2026-02-10 23:49:55 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-9.96 total_reward_ma:-9.99 loss:-4.332 fps:332 +frame:7.40e+05 wall_t:2229 t:46250 epi:nan +opt_step:45625 lr:0.0003 alpha:0.006738 +2026-02-10 23:50:25 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-9.98 total_reward_ma:-9.99 loss:-4.132 fps:332 +frame:7.50e+05 wall_t:2259 t:46875 epi:nan +opt_step:46250 lr:0.0003 alpha:0.006738 +2026-02-10 23:50:55 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-9.98 total_reward_ma:-9.99 loss:-4.06 fps:332 +frame:7.60e+05 wall_t:2289 t:47500 epi:nan +opt_step:46875 lr:0.0003 alpha:0.006738 +2026-02-10 23:51:25 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-9.98 total_reward_ma:-9.99 loss:-3.963 fps:332 +frame:7.70e+05 wall_t:2319 t:48125 epi:nan +opt_step:47500 lr:0.0003 alpha:0.006738 +2026-02-10 23:51:55 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-9.99 total_reward_ma:-9.99 loss:-3.839 fps:332.1 +frame:7.80e+05 wall_t:2349 t:48750 epi:nan +opt_step:48125 lr:0.0003 alpha:0.006738 +2026-02-10 23:52:25 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-9.99 total_reward_ma:-9.99 loss:-3.755 fps:332.1 +frame:7.90e+05 wall_t:2379 t:49375 epi:nan +opt_step:48750 lr:0.0003 alpha:0.006738 +2026-02-10 23:52:55 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-9.99 total_reward_ma:-9.99 loss:-3.543 fps:332.1 +frame:8.00e+05 wall_t:2409 t:50000 epi:nan +opt_step:49375 lr:0.0003 alpha:0.006738 +2026-02-10 23:53:26 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-9.99 total_reward_ma:-9.99 loss:-3.51 fps:332.1 +frame:8.10e+05 wall_t:2439 t:50625 epi:nan +opt_step:50000 lr:0.0003 alpha:0.006738 +2026-02-10 23:53:55 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-9.99 total_reward_ma:-9.99 loss:-3.37 fps:332.1 +frame:8.20e+05 wall_t:2469 t:51250 epi:nan +opt_step:50625 lr:0.0003 alpha:0.006738 +2026-02-10 23:54:25 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-9.99 total_reward_ma:-9.99 loss:-3.315 fps:332.1 +frame:8.30e+05 wall_t:2499 t:51875 epi:nan +opt_step:51250 lr:0.0003 alpha:0.006738 +2026-02-10 23:54:55 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-9.98 total_reward_ma:-9.99 loss:-3.233 fps:332.1 +frame:8.40e+05 wall_t:2529 t:52500 epi:nan +opt_step:51875 lr:0.0003 alpha:0.006738 +2026-02-10 23:55:25 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-9.98 total_reward_ma:-9.99 loss:-3.089 fps:332.3 +frame:8.50e+05 wall_t:2558 t:53125 epi:nan +opt_step:52500 lr:0.0003 alpha:0.006738 +2026-02-10 23:55:55 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-9.99 total_reward_ma:-9.99 loss:-2.999 fps:332.3 +frame:8.60e+05 wall_t:2588 t:53750 epi:nan +opt_step:53125 lr:0.0003 alpha:0.006738 +2026-02-10 23:56:24 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-9.99 total_reward_ma:-9.99 loss:-2.976 fps:332.3 +frame:8.70e+05 wall_t:2618 t:54375 epi:nan +opt_step:53750 lr:0.0003 alpha:0.006738 +2026-02-10 23:56:54 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-9.99 total_reward_ma:-9.99 loss:-2.828 fps:332.3 +frame:8.80e+05 wall_t:2648 t:55000 epi:nan +opt_step:54375 lr:0.0003 alpha:0.006738 +2026-02-10 23:57:24 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-9.99 total_reward_ma:-9.99 loss:-2.732 fps:332.3 +frame:8.90e+05 wall_t:2678 t:55625 epi:nan +opt_step:55000 lr:0.0003 alpha:0.006738 +2026-02-10 23:57:54 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-9.98 total_reward_ma:-9.99 loss:-2.717 fps:332.3 +frame:9.00e+05 wall_t:2708 t:56250 epi:nan +opt_step:55625 lr:0.0003 alpha:0.006738 +2026-02-10 23:58:24 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-9.98 total_reward_ma:-9.99 loss:-2.639 fps:332.5 +frame:9.10e+05 wall_t:2737 t:56875 epi:nan +opt_step:56250 lr:0.0003 alpha:0.006738 +2026-02-10 23:58:54 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-9.98 total_reward_ma:-9.99 loss:-2.597 fps:332.4 +frame:9.20e+05 wall_t:2768 t:57500 epi:nan +opt_step:56875 lr:0.0003 alpha:0.006738 +2026-02-10 23:59:24 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-9.98 total_reward_ma:-9.99 loss:-2.531 fps:332.4 +frame:9.30e+05 wall_t:2798 t:58125 epi:nan +opt_step:57500 lr:0.0003 alpha:0.006738 +2026-02-10 23:59:54 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-9.98 total_reward_ma:-9.99 loss:-2.509 fps:332.4 +frame:9.40e+05 wall_t:2828 t:58750 epi:nan +opt_step:58125 lr:0.0003 alpha:0.006738 +2026-02-11 00:00:23 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-9.98 total_reward_ma:-9.99 loss:-2.419 fps:332.5 +frame:9.50e+05 wall_t:2857 t:59375 epi:nan +opt_step:58750 lr:0.0003 alpha:0.006738 +2026-02-11 00:00:53 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-9.98 total_reward_ma:-9.99 loss:-2.435 fps:332.5 +frame:9.60e+05 wall_t:2887 t:60000 epi:nan +opt_step:59375 lr:0.0003 alpha:0.006738 +2026-02-11 00:01:24 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-9.98 total_reward_ma:-9.99 loss:-2.322 fps:332.5 +frame:9.70e+05 wall_t:2917 t:60625 epi:nan +opt_step:60000 lr:0.0003 alpha:0.006738 +2026-02-11 00:01:54 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-9.96 total_reward_ma:-9.99 loss:-2.299 fps:332.5 +frame:9.80e+05 wall_t:2947 t:61250 epi:nan +opt_step:60625 lr:0.0003 alpha:0.006738 +2026-02-11 00:02:24 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-9.96 total_reward_ma:-9.99 loss:-2.31 fps:332.5 +frame:9.90e+05 wall_t:2977 t:61875 epi:nan +opt_step:61250 lr:0.0003 alpha:0.006738 +2026-02-11 00:02:54 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-9.96 total_reward_ma:-9.99 loss:-2.217 fps:332.4 +frame:1.00e+06 wall_t:3008 t:62500 epi:nan +opt_step:61875 lr:0.0003 alpha:0.006738 +2026-02-11 00:03:24 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-9.95 total_reward_ma:-9.99 loss:-2.15 fps:332.5 +frame:1.01e+06 wall_t:3038 t:63125 epi:nan +opt_step:62500 lr:0.0003 alpha:0.006738 +2026-02-11 00:03:54 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-9.95 total_reward_ma:-9.99 loss:-2.147 fps:332.5 +frame:1.02e+06 wall_t:3068 t:63750 epi:nan +opt_step:63125 lr:0.0003 alpha:0.006738 +2026-02-11 00:04:24 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-9.93 total_reward_ma:-9.99 loss:-2.139 fps:332.6 +frame:1.03e+06 wall_t:3097 t:64375 epi:nan +opt_step:63750 lr:0.0003 alpha:0.006738 +2026-02-11 00:04:53 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-9.92 total_reward_ma:-9.99 loss:-2.067 fps:332.6 +frame:1.04e+06 wall_t:3127 t:65000 epi:nan +opt_step:64375 lr:0.0003 alpha:0.006738 +2026-02-11 00:05:23 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-9.92 total_reward_ma:-9.99 loss:-2.121 fps:332.6 +frame:1.05e+06 wall_t:3157 t:65625 epi:nan +opt_step:65000 lr:0.0003 alpha:0.006738 +2026-02-11 00:05:53 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-9.89 total_reward_ma:-9.98 loss:-2.061 fps:332.6 +frame:1.06e+06 wall_t:3187 t:66250 epi:nan +opt_step:65625 lr:0.0003 alpha:0.006738 +2026-02-11 00:06:23 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-9.88 total_reward_ma:-9.98 loss:-2.076 fps:332.6 +frame:1.07e+06 wall_t:3217 t:66875 epi:nan +opt_step:66250 lr:0.0003 alpha:0.006738 +2026-02-11 00:06:53 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-9.87 total_reward_ma:-9.98 loss:-1.97 fps:332.6 +frame:1.08e+06 wall_t:3247 t:67500 epi:nan +opt_step:66875 lr:0.0003 alpha:0.006738 +2026-02-11 00:07:23 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-9.84 total_reward_ma:-9.98 loss:-2.02 fps:332.6 +frame:1.09e+06 wall_t:3277 t:68125 epi:nan +opt_step:67500 lr:0.0003 alpha:0.006738 +2026-02-11 00:07:53 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-9.84 total_reward_ma:-9.98 loss:-1.964 fps:332.7 +frame:1.10e+06 wall_t:3306 t:68750 epi:nan +opt_step:68125 lr:0.0003 alpha:0.006738 +2026-02-11 00:08:23 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-9.82 total_reward_ma:-9.98 loss:-1.94 fps:332.6 +frame:1.11e+06 wall_t:3337 t:69375 epi:nan +opt_step:68750 lr:0.0003 alpha:0.006738 +2026-02-11 00:08:53 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-9.82 total_reward_ma:-9.98 loss:-1.919 fps:332.6 +frame:1.12e+06 wall_t:3367 t:70000 epi:nan +opt_step:69375 lr:0.0003 alpha:0.006738 +2026-02-11 00:09:23 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-9.83 total_reward_ma:-9.97 loss:-1.881 fps:332.6 +frame:1.13e+06 wall_t:3397 t:70625 epi:nan +opt_step:70000 lr:0.0003 alpha:0.006738 +2026-02-11 00:09:53 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-9.81 total_reward_ma:-9.97 loss:-1.855 fps:332.7 +frame:1.14e+06 wall_t:3427 t:71250 epi:nan +opt_step:70625 lr:0.0003 alpha:0.006738 +2026-02-11 00:10:23 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-9.82 total_reward_ma:-9.97 loss:-1.773 fps:332.7 +frame:1.15e+06 wall_t:3457 t:71875 epi:nan +opt_step:71250 lr:0.0003 alpha:0.006738 +2026-02-11 00:10:53 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-9.82 total_reward_ma:-9.97 loss:-1.733 fps:332.8 +frame:1.16e+06 wall_t:3486 t:72500 epi:nan +opt_step:71875 lr:0.0003 alpha:0.006738 +2026-02-11 00:11:23 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-9.82 total_reward_ma:-9.97 loss:-1.714 fps:332.7 +frame:1.17e+06 wall_t:3517 t:73125 epi:nan +opt_step:72500 lr:0.0003 alpha:0.006738 +2026-02-11 00:11:53 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-9.82 total_reward_ma:-9.96 loss:-1.688 fps:332.8 +frame:1.18e+06 wall_t:3546 t:73750 epi:nan +opt_step:73125 lr:0.0003 alpha:0.006738 +2026-02-11 00:12:22 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-9.82 total_reward_ma:-9.96 loss:-1.666 fps:332.8 +frame:1.19e+06 wall_t:3576 t:74375 epi:nan +opt_step:73750 lr:0.0003 alpha:0.006738 +2026-02-11 00:12:52 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-9.82 total_reward_ma:-9.96 loss:-1.63 fps:332.8 +frame:1.20e+06 wall_t:3606 t:75000 epi:nan +opt_step:74375 lr:0.0003 alpha:0.006738 +2026-02-11 00:13:22 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-9.84 total_reward_ma:-9.96 loss:-1.608 fps:332.9 +frame:1.21e+06 wall_t:3635 t:75625 epi:nan +opt_step:75000 lr:0.0003 alpha:0.006738 +2026-02-11 00:13:51 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-9.85 total_reward_ma:-9.96 loss:-1.603 fps:332.9 +frame:1.22e+06 wall_t:3665 t:76250 epi:nan +opt_step:75625 lr:0.0003 alpha:0.006738 +2026-02-11 00:14:21 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-9.86 total_reward_ma:-9.96 loss:-1.562 fps:332.9 +frame:1.23e+06 wall_t:3695 t:76875 epi:nan +opt_step:76250 lr:0.0003 alpha:0.006738 +2026-02-11 00:14:51 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-9.85 total_reward_ma:-9.96 loss:-1.49 fps:332.9 +frame:1.24e+06 wall_t:3725 t:77500 epi:nan +opt_step:76875 lr:0.0003 alpha:0.006738 +2026-02-11 00:15:21 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-9.86 total_reward_ma:-9.95 loss:-1.511 fps:333 +frame:1.25e+06 wall_t:3754 t:78125 epi:nan +opt_step:77500 lr:0.0003 alpha:0.006738 +2026-02-11 00:15:50 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-9.84 total_reward_ma:-9.95 loss:-1.497 fps:333 +frame:1.26e+06 wall_t:3784 t:78750 epi:nan +opt_step:78125 lr:0.0003 alpha:0.006738 +2026-02-11 00:16:20 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-9.85 total_reward_ma:-9.95 loss:-1.476 fps:333 +frame:1.27e+06 wall_t:3814 t:79375 epi:nan +opt_step:78750 lr:0.0003 alpha:0.006738 +2026-02-11 00:16:50 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-9.85 total_reward_ma:-9.95 loss:-1.422 fps:333.1 +frame:1.28e+06 wall_t:3843 t:80000 epi:nan +opt_step:79375 lr:0.0003 alpha:0.006738 +2026-02-11 00:17:20 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-9.85 total_reward_ma:-9.95 loss:-1.396 fps:333 +frame:1.29e+06 wall_t:3874 t:80625 epi:nan +opt_step:80000 lr:0.0003 alpha:0.006738 +2026-02-11 00:17:51 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-9.83 total_reward_ma:-9.95 loss:-1.366 fps:333 +frame:1.30e+06 wall_t:3904 t:81250 epi:nan +opt_step:80625 lr:0.0003 alpha:0.006738 +2026-02-11 00:18:20 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-9.82 total_reward_ma:-9.94 loss:-1.372 fps:333 +frame:1.31e+06 wall_t:3934 t:81875 epi:nan +opt_step:81250 lr:0.0003 alpha:0.006738 +2026-02-11 00:18:51 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-9.84 total_reward_ma:-9.94 loss:-1.309 fps:333 +frame:1.32e+06 wall_t:3964 t:82500 epi:nan +opt_step:81875 lr:0.0003 alpha:0.006738 +2026-02-11 00:19:21 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-9.85 total_reward_ma:-9.94 loss:-1.282 fps:333 +frame:1.33e+06 wall_t:3994 t:83125 epi:nan +opt_step:82500 lr:0.0003 alpha:0.006738 +2026-02-11 00:19:50 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-9.85 total_reward_ma:-9.94 loss:-1.259 fps:333 +frame:1.34e+06 wall_t:4024 t:83750 epi:nan +opt_step:83125 lr:0.0003 alpha:0.006738 +2026-02-11 00:20:20 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-9.83 total_reward_ma:-9.94 loss:-1.27 fps:333 +frame:1.35e+06 wall_t:4054 t:84375 epi:nan +opt_step:83750 lr:0.0003 alpha:0.006738 +2026-02-11 00:20:50 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-9.83 total_reward_ma:-9.94 loss:-1.23 fps:333.1 +frame:1.36e+06 wall_t:4083 t:85000 epi:nan +opt_step:84375 lr:0.0003 alpha:0.006738 +2026-02-11 00:21:20 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-9.83 total_reward_ma:-9.93 loss:-1.234 fps:333.1 +frame:1.37e+06 wall_t:4113 t:85625 epi:nan +opt_step:85000 lr:0.0003 alpha:0.006738 +2026-02-11 00:21:49 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-9.82 total_reward_ma:-9.93 loss:-1.206 fps:333.1 +frame:1.38e+06 wall_t:4143 t:86250 epi:nan +opt_step:85625 lr:0.0003 alpha:0.006738 +2026-02-11 00:22:20 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-9.81 total_reward_ma:-9.93 loss:-1.185 fps:333.1 +frame:1.39e+06 wall_t:4173 t:86875 epi:nan +opt_step:86250 lr:0.0003 alpha:0.006738 +2026-02-11 00:22:49 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-9.81 total_reward_ma:-9.93 loss:-1.136 fps:333.1 +frame:1.40e+06 wall_t:4203 t:87500 epi:nan +opt_step:86875 lr:0.0003 alpha:0.006738 +2026-02-11 00:23:19 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-9.80 total_reward_ma:-9.93 loss:-1.15 fps:333.1 +frame:1.41e+06 wall_t:4233 t:88125 epi:nan +opt_step:87500 lr:0.0003 alpha:0.006738 +2026-02-11 00:23:48 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-9.78 total_reward_ma:-9.92 loss:-1.124 fps:333.2 +frame:1.42e+06 wall_t:4262 t:88750 epi:nan +opt_step:88125 lr:0.0003 alpha:0.006738 +2026-02-11 00:24:19 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-9.76 total_reward_ma:-9.92 loss:-1.112 fps:333.2 +frame:1.43e+06 wall_t:4292 t:89375 epi:nan +opt_step:88750 lr:0.0003 alpha:0.006738 +2026-02-11 00:24:48 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-9.78 total_reward_ma:-9.92 loss:-1.1 fps:333.2 +frame:1.44e+06 wall_t:4322 t:90000 epi:nan +opt_step:89375 lr:0.0003 alpha:0.006738 +2026-02-11 00:25:18 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-9.77 total_reward_ma:-9.92 loss:-1.075 fps:333.2 +frame:1.45e+06 wall_t:4352 t:90625 epi:nan +opt_step:90000 lr:0.0003 alpha:0.006738 +2026-02-11 00:25:48 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-9.76 total_reward_ma:-9.92 loss:-1.094 fps:333.2 +frame:1.46e+06 wall_t:4382 t:91250 epi:nan +opt_step:90625 lr:0.0003 alpha:0.006738 +2026-02-11 00:26:18 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-9.76 total_reward_ma:-9.91 loss:-1.049 fps:333.3 +frame:1.47e+06 wall_t:4411 t:91875 epi:nan +opt_step:91250 lr:0.0003 alpha:0.006738 +2026-02-11 00:26:48 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-9.73 total_reward_ma:-9.91 loss:-1.024 fps:333.3 +frame:1.48e+06 wall_t:4441 t:92500 epi:nan +opt_step:91875 lr:0.0003 alpha:0.006738 +2026-02-11 00:27:18 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-9.73 total_reward_ma:-9.91 loss:-1.034 fps:333.2 +frame:1.49e+06 wall_t:4472 t:93125 epi:nan +opt_step:92500 lr:0.0003 alpha:0.006738 +2026-02-11 00:27:48 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-9.74 total_reward_ma:-9.91 loss:-1.02 fps:333.3 +frame:1.50e+06 wall_t:4501 t:93750 epi:nan +opt_step:93125 lr:0.0003 alpha:0.006738 +2026-02-11 00:28:18 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-9.72 total_reward_ma:-9.90 loss:-1.013 fps:333.3 +frame:1.51e+06 wall_t:4531 t:94375 epi:nan +opt_step:93750 lr:0.0003 alpha:0.006738 +2026-02-11 00:28:47 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-9.70 total_reward_ma:-9.90 loss:-1.011 fps:333.3 +frame:1.52e+06 wall_t:4561 t:95000 epi:nan +opt_step:94375 lr:0.0003 alpha:0.006738 +2026-02-11 00:29:17 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-9.68 total_reward_ma:-9.90 loss:-0.9923 fps:333.3 +frame:1.53e+06 wall_t:4590 t:95625 epi:nan +opt_step:95000 lr:0.0003 alpha:0.006738 +2026-02-11 00:29:46 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-9.69 total_reward_ma:-9.89 loss:-0.9683 fps:333.3 +frame:1.54e+06 wall_t:4620 t:96250 epi:nan +opt_step:95625 lr:0.0003 alpha:0.006738 +2026-02-11 00:30:16 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-9.67 total_reward_ma:-9.89 loss:-0.9619 fps:333.3 +frame:1.55e+06 wall_t:4650 t:96875 epi:nan +opt_step:96250 lr:0.0003 alpha:0.006738 +2026-02-11 00:30:45 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-9.64 total_reward_ma:-9.89 loss:-0.9499 fps:333.4 +frame:1.56e+06 wall_t:4679 t:97500 epi:nan +opt_step:96875 lr:0.0003 alpha:0.006738 +2026-02-11 00:31:16 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-9.63 total_reward_ma:-9.88 loss:-0.9455 fps:333.3 +frame:1.57e+06 wall_t:4710 t:98125 epi:nan +opt_step:97500 lr:0.0003 alpha:0.006738 +2026-02-11 00:31:46 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-9.65 total_reward_ma:-9.88 loss:-0.9432 fps:333.3 +frame:1.58e+06 wall_t:4740 t:98750 epi:nan +opt_step:98125 lr:0.0003 alpha:0.006738 +2026-02-11 00:32:17 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-9.64 total_reward_ma:-9.88 loss:-0.9205 fps:333.3 +frame:1.59e+06 wall_t:4770 t:99375 epi:nan +opt_step:98750 lr:0.0003 alpha:0.006738 +2026-02-11 00:32:46 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-9.65 total_reward_ma:-9.87 loss:-0.9096 fps:333.4 +frame:1.60e+06 wall_t:4799 t:100000 epi:nan +opt_step:99375 lr:0.0003 alpha:0.006738 +2026-02-11 00:33:16 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-9.67 total_reward_ma:-9.87 loss:-0.8976 fps:333.3 +frame:1.61e+06 wall_t:4830 t:100625 epi:nan +opt_step:100000 lr:0.0003 alpha:0.006738 +2026-02-11 00:33:46 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-9.69 total_reward_ma:-9.87 loss:-0.8997 fps:333.4 +frame:1.62e+06 wall_t:4859 t:101250 epi:nan +opt_step:100625 lr:0.0003 alpha:0.006738 +2026-02-11 00:34:16 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-9.65 total_reward_ma:-9.86 loss:-0.8779 fps:333.3 +frame:1.63e+06 wall_t:4890 t:101875 epi:nan +opt_step:101250 lr:0.0003 alpha:0.006738 +2026-02-11 00:34:45 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-9.64 total_reward_ma:-9.86 loss:-0.8649 fps:333.4 +frame:1.64e+06 wall_t:4919 t:102500 epi:nan +opt_step:101875 lr:0.0003 alpha:0.006738 +2026-02-11 00:35:15 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-9.68 total_reward_ma:-9.86 loss:-0.8739 fps:333.4 +frame:1.65e+06 wall_t:4949 t:103125 epi:nan +opt_step:102500 lr:0.0003 alpha:0.006738 +2026-02-11 00:35:45 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-9.68 total_reward_ma:-9.85 loss:-0.8749 fps:333.4 +frame:1.66e+06 wall_t:4979 t:103750 epi:nan +opt_step:103125 lr:0.0003 alpha:0.006738 +2026-02-11 00:36:15 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-9.68 total_reward_ma:-9.85 loss:-0.8564 fps:333.5 +frame:1.67e+06 wall_t:5008 t:104375 epi:nan +opt_step:103750 lr:0.0003 alpha:0.006738 +2026-02-11 00:36:45 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-9.70 total_reward_ma:-9.85 loss:-0.846 fps:333.4 +frame:1.68e+06 wall_t:5039 t:105000 epi:nan +opt_step:104375 lr:0.0003 alpha:0.006738 +2026-02-11 00:37:15 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-9.70 total_reward_ma:-9.85 loss:-0.8337 fps:333.5 +frame:1.69e+06 wall_t:5068 t:105625 epi:nan +opt_step:105000 lr:0.0003 alpha:0.006738 +2026-02-11 00:37:44 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-9.70 total_reward_ma:-9.84 loss:-0.8508 fps:333.5 +frame:1.70e+06 wall_t:5098 t:106250 epi:nan +opt_step:105625 lr:0.0003 alpha:0.006738 +2026-02-11 00:38:14 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-9.72 total_reward_ma:-9.84 loss:-0.8249 fps:333.5 +frame:1.71e+06 wall_t:5128 t:106875 epi:nan +opt_step:106250 lr:0.0003 alpha:0.006738 +2026-02-11 00:38:44 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-9.71 total_reward_ma:-9.84 loss:-0.8433 fps:333.5 +frame:1.72e+06 wall_t:5158 t:107500 epi:nan +opt_step:106875 lr:0.0003 alpha:0.006738 +2026-02-11 00:39:14 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-9.71 total_reward_ma:-9.84 loss:-0.8165 fps:333.5 +frame:1.73e+06 wall_t:5188 t:108125 epi:nan +opt_step:107500 lr:0.0003 alpha:0.006738 +2026-02-11 00:39:44 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-9.70 total_reward_ma:-9.83 loss:-0.8185 fps:333.5 +frame:1.74e+06 wall_t:5218 t:108750 epi:nan +opt_step:108125 lr:0.0003 alpha:0.006738 +2026-02-11 00:40:13 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-9.73 total_reward_ma:-9.83 loss:-0.8276 fps:333.5 +frame:1.75e+06 wall_t:5247 t:109375 epi:nan +opt_step:108750 lr:0.0003 alpha:0.006738 +2026-02-11 00:40:43 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-9.74 total_reward_ma:-9.83 loss:-0.8321 fps:333.5 +frame:1.76e+06 wall_t:5277 t:110000 epi:nan +opt_step:109375 lr:0.0003 alpha:0.006738 +2026-02-11 00:41:13 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-9.74 total_reward_ma:-9.83 loss:-0.8377 fps:333.5 +frame:1.77e+06 wall_t:5307 t:110625 epi:nan +opt_step:110000 lr:0.0003 alpha:0.006738 +2026-02-11 00:41:43 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-9.74 total_reward_ma:-9.82 loss:-0.8225 fps:333.5 +frame:1.78e+06 wall_t:5337 t:111250 epi:nan +opt_step:110625 lr:0.0003 alpha:0.006738 +2026-02-11 00:42:13 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-9.73 total_reward_ma:-9.82 loss:-0.8279 fps:333.5 +frame:1.79e+06 wall_t:5367 t:111875 epi:nan +opt_step:111250 lr:0.0003 alpha:0.006738 +2026-02-11 00:42:43 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-9.73 total_reward_ma:-9.82 loss:-0.8053 fps:333.5 +frame:1.80e+06 wall_t:5397 t:112500 epi:nan +opt_step:111875 lr:0.0003 alpha:0.006738 +2026-02-11 00:43:14 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-9.72 total_reward_ma:-9.82 loss:-0.812 fps:333.5 +frame:1.81e+06 wall_t:5427 t:113125 epi:nan +opt_step:112500 lr:0.0003 alpha:0.006738 +2026-02-11 00:43:44 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-9.69 total_reward_ma:-9.81 loss:-0.8099 fps:333.5 +frame:1.82e+06 wall_t:5457 t:113750 epi:nan +opt_step:113125 lr:0.0003 alpha:0.006738 +2026-02-11 00:44:14 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-9.75 total_reward_ma:-9.81 loss:-0.8295 fps:333.5 +frame:1.83e+06 wall_t:5488 t:114375 epi:nan +opt_step:113750 lr:0.0003 alpha:0.006738 +2026-02-11 00:44:44 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-9.74 total_reward_ma:-9.81 loss:-0.8046 fps:333.5 +frame:1.84e+06 wall_t:5518 t:115000 epi:nan +opt_step:114375 lr:0.0003 alpha:0.006738 +2026-02-11 00:45:14 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-9.74 total_reward_ma:-9.81 loss:-0.7915 fps:333.5 +frame:1.85e+06 wall_t:5547 t:115625 epi:nan +opt_step:115000 lr:0.0003 alpha:0.006738 +2026-02-11 00:45:43 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-9.72 total_reward_ma:-9.80 loss:-0.8091 fps:333.5 +frame:1.86e+06 wall_t:5577 t:116250 epi:nan +opt_step:115625 lr:0.0003 alpha:0.006738 +2026-02-11 00:46:13 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-9.72 total_reward_ma:-9.80 loss:-0.7852 fps:333.5 +frame:1.87e+06 wall_t:5607 t:116875 epi:nan +opt_step:116250 lr:0.0003 alpha:0.006738 +2026-02-11 00:46:43 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-9.71 total_reward_ma:-9.80 loss:-0.7865 fps:333.5 +frame:1.88e+06 wall_t:5637 t:117500 epi:nan +opt_step:116875 lr:0.0003 alpha:0.006738 +2026-02-11 00:47:13 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-9.70 total_reward_ma:-9.79 loss:-0.8005 fps:333.5 +frame:1.89e+06 wall_t:5667 t:118125 epi:nan +opt_step:117500 lr:0.0003 alpha:0.006738 +2026-02-11 00:47:43 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-9.69 total_reward_ma:-9.79 loss:-0.8039 fps:333.5 +frame:1.90e+06 wall_t:5697 t:118750 epi:nan +opt_step:118125 lr:0.0003 alpha:0.006738 +2026-02-11 00:48:12 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-9.68 total_reward_ma:-9.79 loss:-0.7852 fps:333.6 +frame:1.91e+06 wall_t:5726 t:119375 epi:nan +opt_step:118750 lr:0.0003 alpha:0.006738 +2026-02-11 00:48:42 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-9.69 total_reward_ma:-9.79 loss:-0.7896 fps:333.6 +frame:1.92e+06 wall_t:5756 t:120000 epi:nan +opt_step:119375 lr:0.0003 alpha:0.006738 +2026-02-11 00:49:12 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-9.72 total_reward_ma:-9.78 loss:-0.8019 fps:333.6 +frame:1.93e+06 wall_t:5785 t:120625 epi:nan +opt_step:120000 lr:0.0003 alpha:0.006738 +2026-02-11 00:49:42 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-9.72 total_reward_ma:-9.78 loss:-0.7883 fps:333.6 +frame:1.94e+06 wall_t:5816 t:121250 epi:nan +opt_step:120625 lr:0.0003 alpha:0.006738 +2026-02-11 00:50:12 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-9.71 total_reward_ma:-9.78 loss:-0.7827 fps:333.6 +frame:1.95e+06 wall_t:5846 t:121875 epi:nan +opt_step:121250 lr:0.0003 alpha:0.006738 +2026-02-11 00:50:42 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-9.67 total_reward_ma:-9.78 loss:-0.7789 fps:333.6 +frame:1.96e+06 wall_t:5876 t:122500 epi:nan +opt_step:121875 lr:0.0003 alpha:0.006738 +2026-02-11 00:51:11 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-9.65 total_reward_ma:-9.77 loss:-0.7681 fps:333.6 +frame:1.97e+06 wall_t:5905 t:123125 epi:nan +opt_step:122500 lr:0.0003 alpha:0.006738 +2026-02-11 00:51:41 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-9.67 total_reward_ma:-9.77 loss:-0.8074 fps:333.6 +frame:1.98e+06 wall_t:5935 t:123750 epi:nan +opt_step:123125 lr:0.0003 alpha:0.006738 +2026-02-11 00:52:11 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-9.68 total_reward_ma:-9.77 loss:-0.7681 fps:333.6 +frame:1.99e+06 wall_t:5965 t:124375 epi:nan +opt_step:123750 lr:0.0003 alpha:0.006738 +2026-02-11 00:52:40 | INFO | PID:1327 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-9.64 total_reward_ma:-9.76 loss:-0.7895 fps:333.7 +frame:2.00e+06 wall_t:5993 t:125000 epi:nan +opt_step:124375 lr:0.0003 alpha:0.006738 +2026-02-11 00:52:40 | INFO | PID:1327 | slm_lab.lib.logger:info | Session 2 done diff --git a/data/sac_atari_surround_2026_02_10_231238/log/sac_atari_surround_t0_s3.log b/data/sac_atari_surround_2026_02_10_231238/log/sac_atari_surround_t0_s3.log new file mode 100644 index 0000000000000000000000000000000000000000..028c3ab4966dfbcfeebed47376c077cbc7acdad0 --- /dev/null +++ b/data/sac_atari_surround_2026_02_10_231238/log/sac_atari_surround_t0_s3.log @@ -0,0 +1,802 @@ +2026-02-10 23:12:43 | INFO | PID:1328 | slm_lab.env:_make_vector_env | AtariVectorEnv: 16 envs, native preprocessing +2026-02-10 23:13:32 | INFO | PID:1328 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:nan total_reward_ma:nan loss:nan fps:217.4 +frame:1.00e+04 wall_t:46 t:625 epi:nan +opt_step:0 lr:0.0003 alpha:1 +2026-02-10 23:14:03 | INFO | PID:1328 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-10.00 total_reward_ma:-10.00 loss:-7.354 fps:259.7 +frame:2.00e+04 wall_t:77 t:1250 epi:nan +opt_step:625 lr:0.0003 alpha:0.832 +2026-02-10 23:14:32 | INFO | PID:1328 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-10.00 total_reward_ma:-10.00 loss:-10.51 fps:283 +frame:3.00e+04 wall_t:106 t:1875 epi:nan +opt_step:1250 lr:0.0003 alpha:0.7036 +2026-02-10 23:15:02 | INFO | PID:1328 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-10.00 total_reward_ma:-10.00 loss:-12.79 fps:294.1 +frame:4.00e+04 wall_t:136 t:2500 epi:nan +opt_step:1875 lr:0.0003 alpha:0.6005 +2026-02-10 23:15:33 | INFO | PID:1328 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-10.00 total_reward_ma:-10.00 loss:-14.85 fps:299.4 +frame:5.00e+04 wall_t:167 t:3125 epi:nan +opt_step:2500 lr:0.0003 alpha:0.5159 +2026-02-10 23:16:03 | INFO | PID:1328 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-9.98 total_reward_ma:-10.00 loss:-16.4 fps:304.6 +frame:6.00e+04 wall_t:197 t:3750 epi:nan +opt_step:3125 lr:0.0003 alpha:0.4452 +2026-02-10 23:16:33 | INFO | PID:1328 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-9.98 total_reward_ma:-9.99 loss:-17.58 fps:308.4 +frame:7.00e+04 wall_t:227 t:4375 epi:nan +opt_step:3750 lr:0.0003 alpha:0.3854 +2026-02-10 23:17:03 | INFO | PID:1328 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-9.98 total_reward_ma:-9.99 loss:-18.54 fps:311.3 +frame:8.00e+04 wall_t:257 t:5000 epi:nan +opt_step:4375 lr:0.0003 alpha:0.3344 +2026-02-10 23:17:33 | INFO | PID:1328 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-9.99 total_reward_ma:-9.99 loss:-19.48 fps:313.6 +frame:9.00e+04 wall_t:287 t:5625 epi:nan +opt_step:5000 lr:0.0003 alpha:0.2905 +2026-02-10 23:18:03 | INFO | PID:1328 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-9.99 total_reward_ma:-9.99 loss:-20.09 fps:315.5 +frame:1.00e+05 wall_t:317 t:6250 epi:nan +opt_step:5625 lr:0.0003 alpha:0.2527 +2026-02-10 23:18:33 | INFO | PID:1328 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-9.99 total_reward_ma:-9.99 loss:-20.57 fps:317 +frame:1.10e+05 wall_t:347 t:6875 epi:nan +opt_step:6250 lr:0.0003 alpha:0.22 +2026-02-10 23:19:03 | INFO | PID:1328 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-9.99 total_reward_ma:-9.99 loss:-20.47 fps:318.3 +frame:1.20e+05 wall_t:377 t:7500 epi:nan +opt_step:6875 lr:0.0003 alpha:0.1916 +2026-02-10 23:19:33 | INFO | PID:1328 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-9.99 total_reward_ma:-9.99 loss:-20.59 fps:319.4 +frame:1.30e+05 wall_t:407 t:8125 epi:nan +opt_step:7500 lr:0.0003 alpha:0.167 +2026-02-10 23:20:03 | INFO | PID:1328 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-9.99 total_reward_ma:-9.99 loss:-20.64 fps:320.4 +frame:1.40e+05 wall_t:437 t:8750 epi:nan +opt_step:8125 lr:0.0003 alpha:0.1456 +2026-02-10 23:20:33 | INFO | PID:1328 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-9.99 total_reward_ma:-9.99 loss:-20.92 fps:321.2 +frame:1.50e+05 wall_t:467 t:9375 epi:nan +opt_step:8750 lr:0.0003 alpha:0.1269 +2026-02-10 23:21:03 | INFO | PID:1328 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-9.99 total_reward_ma:-9.99 loss:-20.51 fps:321.9 +frame:1.60e+05 wall_t:497 t:10000 epi:nan +opt_step:9375 lr:0.0003 alpha:0.1107 +2026-02-10 23:21:33 | INFO | PID:1328 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-9.99 total_reward_ma:-9.99 loss:-20.12 fps:322.6 +frame:1.70e+05 wall_t:527 t:10625 epi:nan +opt_step:10000 lr:0.0003 alpha:0.09658 +2026-02-10 23:22:03 | INFO | PID:1328 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-10.00 total_reward_ma:-9.99 loss:-19.97 fps:323.7 +frame:1.80e+05 wall_t:556 t:11250 epi:nan +opt_step:10625 lr:0.0003 alpha:0.08427 +2026-02-10 23:22:33 | INFO | PID:1328 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-10.00 total_reward_ma:-9.99 loss:-19.62 fps:323.7 +frame:1.90e+05 wall_t:587 t:11875 epi:nan +opt_step:11250 lr:0.0003 alpha:0.07355 +2026-02-10 23:23:03 | INFO | PID:1328 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-10.00 total_reward_ma:-9.99 loss:-19.43 fps:324.1 +frame:2.00e+05 wall_t:617 t:12500 epi:nan +opt_step:11875 lr:0.0003 alpha:0.06421 +2026-02-10 23:23:34 | INFO | PID:1328 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-10.00 total_reward_ma:-9.99 loss:-19.23 fps:324.6 +frame:2.10e+05 wall_t:647 t:13125 epi:nan +opt_step:12500 lr:0.0003 alpha:0.05607 +2026-02-10 23:24:03 | INFO | PID:1328 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-10.00 total_reward_ma:-9.99 loss:-18.96 fps:325 +frame:2.20e+05 wall_t:677 t:13750 epi:nan +opt_step:13125 lr:0.0003 alpha:0.04896 +2026-02-10 23:24:33 | INFO | PID:1328 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-10.00 total_reward_ma:-9.99 loss:-18.51 fps:325.8 +frame:2.30e+05 wall_t:706 t:14375 epi:nan +opt_step:13750 lr:0.0003 alpha:0.04277 +2026-02-10 23:25:02 | INFO | PID:1328 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-10.00 total_reward_ma:-9.99 loss:-17.86 fps:326.1 +frame:2.40e+05 wall_t:736 t:15000 epi:nan +opt_step:14375 lr:0.0003 alpha:0.03737 +2026-02-10 23:25:32 | INFO | PID:1328 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-10.00 total_reward_ma:-9.99 loss:-17.41 fps:326.8 +frame:2.50e+05 wall_t:765 t:15625 epi:nan +opt_step:15000 lr:0.0003 alpha:0.03266 +2026-02-10 23:26:02 | INFO | PID:1328 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-10.00 total_reward_ma:-9.99 loss:-17.14 fps:326.6 +frame:2.60e+05 wall_t:796 t:16250 epi:nan +opt_step:15625 lr:0.0003 alpha:0.02855 +2026-02-10 23:26:32 | INFO | PID:1328 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-10.00 total_reward_ma:-9.99 loss:-16.81 fps:326.9 +frame:2.70e+05 wall_t:826 t:16875 epi:nan +opt_step:16250 lr:0.0003 alpha:0.02496 +2026-02-10 23:27:01 | INFO | PID:1328 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-10.00 total_reward_ma:-9.99 loss:-16.32 fps:327.5 +frame:2.80e+05 wall_t:855 t:17500 epi:nan +opt_step:16875 lr:0.0003 alpha:0.02183 +2026-02-10 23:27:31 | INFO | PID:1328 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-10.00 total_reward_ma:-9.99 loss:-15.85 fps:328.1 +frame:2.90e+05 wall_t:884 t:18125 epi:nan +opt_step:17500 lr:0.0003 alpha:0.0191 +2026-02-10 23:28:00 | INFO | PID:1328 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-10.00 total_reward_ma:-9.99 loss:-15.26 fps:328.2 +frame:3.00e+05 wall_t:914 t:18750 epi:nan +opt_step:18125 lr:0.0003 alpha:0.01672 +2026-02-10 23:28:30 | INFO | PID:1328 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-10.00 total_reward_ma:-10.00 loss:-14.93 fps:328.4 +frame:3.10e+05 wall_t:944 t:19375 epi:nan +opt_step:18750 lr:0.0003 alpha:0.01463 +2026-02-10 23:28:59 | INFO | PID:1328 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-9.99 total_reward_ma:-9.99 loss:-14.46 fps:328.9 +frame:3.20e+05 wall_t:973 t:20000 epi:nan +opt_step:19375 lr:0.0003 alpha:0.01281 +2026-02-10 23:29:29 | INFO | PID:1328 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-9.99 total_reward_ma:-9.99 loss:-14.16 fps:329 +frame:3.30e+05 wall_t:1003 t:20625 epi:nan +opt_step:20000 lr:0.0003 alpha:0.01122 +2026-02-10 23:29:58 | INFO | PID:1328 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-9.99 total_reward_ma:-9.99 loss:-13.84 fps:329.5 +frame:3.40e+05 wall_t:1032 t:21250 epi:nan +opt_step:20625 lr:0.0003 alpha:0.009831 +2026-02-10 23:30:29 | INFO | PID:1328 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-9.99 total_reward_ma:-9.99 loss:-13.4 fps:329.6 +frame:3.50e+05 wall_t:1062 t:21875 epi:nan +opt_step:21250 lr:0.0003 alpha:0.008615 +2026-02-10 23:30:58 | INFO | PID:1328 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-9.99 total_reward_ma:-9.99 loss:-12.84 fps:329.7 +frame:3.60e+05 wall_t:1092 t:22500 epi:nan +opt_step:21875 lr:0.0003 alpha:0.007553 +2026-02-10 23:31:28 | INFO | PID:1328 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-9.98 total_reward_ma:-9.99 loss:-12.42 fps:329.8 +frame:3.70e+05 wall_t:1122 t:23125 epi:nan +opt_step:22500 lr:0.0003 alpha:0.006738 +2026-02-10 23:31:57 | INFO | PID:1328 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-9.98 total_reward_ma:-9.99 loss:-12.16 fps:330.1 +frame:3.80e+05 wall_t:1151 t:23750 epi:nan +opt_step:23125 lr:0.0003 alpha:0.006738 +2026-02-10 23:32:26 | INFO | PID:1328 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-9.98 total_reward_ma:-9.99 loss:-11.77 fps:330.5 +frame:3.90e+05 wall_t:1180 t:24375 epi:nan +opt_step:23750 lr:0.0003 alpha:0.006738 +2026-02-10 23:32:56 | INFO | PID:1328 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-9.98 total_reward_ma:-9.99 loss:-11.4 fps:330.9 +frame:4.00e+05 wall_t:1209 t:25000 epi:nan +opt_step:24375 lr:0.0003 alpha:0.006738 +2026-02-10 23:33:25 | INFO | PID:1328 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-9.98 total_reward_ma:-9.99 loss:-11.05 fps:330.9 +frame:4.10e+05 wall_t:1239 t:25625 epi:nan +opt_step:25000 lr:0.0003 alpha:0.006738 +2026-02-10 23:33:54 | INFO | PID:1328 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-9.97 total_reward_ma:-9.99 loss:-10.73 fps:331.2 +frame:4.20e+05 wall_t:1268 t:26250 epi:nan +opt_step:25625 lr:0.0003 alpha:0.006738 +2026-02-10 23:34:24 | INFO | PID:1328 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-9.98 total_reward_ma:-9.99 loss:-10.4 fps:331.5 +frame:4.30e+05 wall_t:1297 t:26875 epi:nan +opt_step:26250 lr:0.0003 alpha:0.006738 +2026-02-10 23:34:54 | INFO | PID:1328 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-9.98 total_reward_ma:-9.99 loss:-10.11 fps:331.3 +frame:4.40e+05 wall_t:1328 t:27500 epi:nan +opt_step:26875 lr:0.0003 alpha:0.006738 +2026-02-10 23:35:23 | INFO | PID:1328 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-9.98 total_reward_ma:-9.99 loss:-9.789 fps:331.6 +frame:4.50e+05 wall_t:1357 t:28125 epi:nan +opt_step:27500 lr:0.0003 alpha:0.006738 +2026-02-10 23:35:53 | INFO | PID:1328 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-9.98 total_reward_ma:-9.99 loss:-9.455 fps:331.7 +frame:4.60e+05 wall_t:1387 t:28750 epi:nan +opt_step:28125 lr:0.0003 alpha:0.006738 +2026-02-10 23:36:23 | INFO | PID:1328 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-9.98 total_reward_ma:-9.99 loss:-9.18 fps:331.7 +frame:4.70e+05 wall_t:1417 t:29375 epi:nan +opt_step:28750 lr:0.0003 alpha:0.006738 +2026-02-10 23:36:53 | INFO | PID:1328 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-9.99 total_reward_ma:-9.99 loss:-8.924 fps:331.7 +frame:4.80e+05 wall_t:1447 t:30000 epi:nan +opt_step:29375 lr:0.0003 alpha:0.006738 +2026-02-10 23:37:23 | INFO | PID:1328 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-9.99 total_reward_ma:-9.99 loss:-8.681 fps:331.8 +frame:4.90e+05 wall_t:1477 t:30625 epi:nan +opt_step:30000 lr:0.0003 alpha:0.006738 +2026-02-10 23:37:53 | INFO | PID:1328 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-9.99 total_reward_ma:-9.99 loss:-8.413 fps:331.8 +frame:5.00e+05 wall_t:1507 t:31250 epi:nan +opt_step:30625 lr:0.0003 alpha:0.006738 +2026-02-10 23:38:23 | INFO | PID:1328 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-9.99 total_reward_ma:-9.99 loss:-8.124 fps:332 +frame:5.10e+05 wall_t:1536 t:31875 epi:nan +opt_step:31250 lr:0.0003 alpha:0.006738 +2026-02-10 23:38:53 | INFO | PID:1328 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-9.99 total_reward_ma:-9.99 loss:-7.843 fps:331.8 +frame:5.20e+05 wall_t:1567 t:32500 epi:nan +opt_step:31875 lr:0.0003 alpha:0.006738 +2026-02-10 23:39:23 | INFO | PID:1328 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-10.00 total_reward_ma:-9.99 loss:-7.682 fps:331.9 +frame:5.30e+05 wall_t:1597 t:33125 epi:nan +opt_step:32500 lr:0.0003 alpha:0.006738 +2026-02-10 23:39:53 | INFO | PID:1328 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-10.00 total_reward_ma:-9.99 loss:-7.46 fps:331.9 +frame:5.40e+05 wall_t:1627 t:33750 epi:nan +opt_step:33125 lr:0.0003 alpha:0.006738 +2026-02-10 23:40:23 | INFO | PID:1328 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-10.00 total_reward_ma:-9.99 loss:-7.254 fps:331.9 +frame:5.50e+05 wall_t:1657 t:34375 epi:nan +opt_step:33750 lr:0.0003 alpha:0.006738 +2026-02-10 23:40:53 | INFO | PID:1328 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-10.00 total_reward_ma:-9.99 loss:-7.022 fps:332 +frame:5.60e+05 wall_t:1687 t:35000 epi:nan +opt_step:34375 lr:0.0003 alpha:0.006738 +2026-02-10 23:41:23 | INFO | PID:1328 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-10.00 total_reward_ma:-9.99 loss:-6.805 fps:332 +frame:5.70e+05 wall_t:1717 t:35625 epi:nan +opt_step:35000 lr:0.0003 alpha:0.006738 +2026-02-10 23:41:53 | INFO | PID:1328 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-9.99 total_reward_ma:-9.99 loss:-6.611 fps:332.2 +frame:5.80e+05 wall_t:1746 t:36250 epi:nan +opt_step:35625 lr:0.0003 alpha:0.006738 +2026-02-10 23:42:23 | INFO | PID:1328 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-9.98 total_reward_ma:-9.99 loss:-6.403 fps:332.2 +frame:5.90e+05 wall_t:1776 t:36875 epi:nan +opt_step:36250 lr:0.0003 alpha:0.006738 +2026-02-10 23:42:53 | INFO | PID:1328 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-9.98 total_reward_ma:-9.99 loss:-6.276 fps:332.2 +frame:6.00e+05 wall_t:1806 t:37500 epi:nan +opt_step:36875 lr:0.0003 alpha:0.006738 +2026-02-10 23:43:22 | INFO | PID:1328 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-9.98 total_reward_ma:-9.99 loss:-6.02 fps:332.2 +frame:6.10e+05 wall_t:1836 t:38125 epi:nan +opt_step:37500 lr:0.0003 alpha:0.006738 +2026-02-10 23:43:53 | INFO | PID:1328 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-9.98 total_reward_ma:-9.99 loss:-5.909 fps:332.3 +frame:6.20e+05 wall_t:1866 t:38750 epi:nan +opt_step:38125 lr:0.0003 alpha:0.006738 +2026-02-10 23:44:22 | INFO | PID:1328 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-9.98 total_reward_ma:-9.99 loss:-5.69 fps:332.3 +frame:6.30e+05 wall_t:1896 t:39375 epi:nan +opt_step:38750 lr:0.0003 alpha:0.006738 +2026-02-10 23:44:52 | INFO | PID:1328 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-9.97 total_reward_ma:-9.99 loss:-5.475 fps:332.3 +frame:6.40e+05 wall_t:1926 t:40000 epi:nan +opt_step:39375 lr:0.0003 alpha:0.006738 +2026-02-10 23:45:22 | INFO | PID:1328 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-9.97 total_reward_ma:-9.99 loss:-5.385 fps:332.3 +frame:6.50e+05 wall_t:1956 t:40625 epi:nan +opt_step:40000 lr:0.0003 alpha:0.006738 +2026-02-10 23:45:52 | INFO | PID:1328 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-9.97 total_reward_ma:-9.99 loss:-5.167 fps:332.3 +frame:6.60e+05 wall_t:1986 t:41250 epi:nan +opt_step:40625 lr:0.0003 alpha:0.006738 +2026-02-10 23:46:22 | INFO | PID:1328 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-9.97 total_reward_ma:-9.99 loss:-5.019 fps:332.3 +frame:6.70e+05 wall_t:2016 t:41875 epi:nan +opt_step:41250 lr:0.0003 alpha:0.006738 +2026-02-10 23:46:52 | INFO | PID:1328 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-9.97 total_reward_ma:-9.99 loss:-4.867 fps:332.5 +frame:6.80e+05 wall_t:2045 t:42500 epi:nan +opt_step:41875 lr:0.0003 alpha:0.006738 +2026-02-10 23:47:21 | INFO | PID:1328 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-9.97 total_reward_ma:-9.99 loss:-4.74 fps:332.5 +frame:6.90e+05 wall_t:2075 t:43125 epi:nan +opt_step:42500 lr:0.0003 alpha:0.006738 +2026-02-10 23:47:51 | INFO | PID:1328 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-9.99 total_reward_ma:-9.99 loss:-4.534 fps:332.5 +frame:7.00e+05 wall_t:2105 t:43750 epi:nan +opt_step:43125 lr:0.0003 alpha:0.006738 +2026-02-10 23:48:21 | INFO | PID:1328 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-9.99 total_reward_ma:-9.99 loss:-4.41 fps:332.7 +frame:7.10e+05 wall_t:2134 t:44375 epi:nan +opt_step:43750 lr:0.0003 alpha:0.006738 +2026-02-10 23:48:51 | INFO | PID:1328 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-9.99 total_reward_ma:-9.99 loss:-4.331 fps:332.7 +frame:7.20e+05 wall_t:2164 t:45000 epi:nan +opt_step:44375 lr:0.0003 alpha:0.006738 +2026-02-10 23:49:20 | INFO | PID:1328 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-9.99 total_reward_ma:-9.99 loss:-4.178 fps:332.7 +frame:7.30e+05 wall_t:2194 t:45625 epi:nan +opt_step:45000 lr:0.0003 alpha:0.006738 +2026-02-10 23:49:50 | INFO | PID:1328 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-9.99 total_reward_ma:-9.99 loss:-4.101 fps:332.7 +frame:7.40e+05 wall_t:2224 t:46250 epi:nan +opt_step:45625 lr:0.0003 alpha:0.006738 +2026-02-10 23:50:19 | INFO | PID:1328 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-9.99 total_reward_ma:-9.99 loss:-3.849 fps:332.9 +frame:7.50e+05 wall_t:2253 t:46875 epi:nan +opt_step:46250 lr:0.0003 alpha:0.006738 +2026-02-10 23:50:49 | INFO | PID:1328 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-10.00 total_reward_ma:-9.99 loss:-3.728 fps:333 +frame:7.60e+05 wall_t:2282 t:47500 epi:nan +opt_step:46875 lr:0.0003 alpha:0.006738 +2026-02-10 23:51:19 | INFO | PID:1328 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-10.00 total_reward_ma:-9.99 loss:-3.683 fps:333 +frame:7.70e+05 wall_t:2312 t:48125 epi:nan +opt_step:47500 lr:0.0003 alpha:0.006738 +2026-02-10 23:51:48 | INFO | PID:1328 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-10.00 total_reward_ma:-9.99 loss:-3.589 fps:333 +frame:7.80e+05 wall_t:2342 t:48750 epi:nan +opt_step:48125 lr:0.0003 alpha:0.006738 +2026-02-10 23:52:18 | INFO | PID:1328 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-10.00 total_reward_ma:-9.99 loss:-3.469 fps:333.2 +frame:7.90e+05 wall_t:2371 t:49375 epi:nan +opt_step:48750 lr:0.0003 alpha:0.006738 +2026-02-10 23:52:48 | INFO | PID:1328 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-9.99 total_reward_ma:-9.99 loss:-3.428 fps:333.1 +frame:8.00e+05 wall_t:2402 t:50000 epi:nan +opt_step:49375 lr:0.0003 alpha:0.006738 +2026-02-10 23:53:18 | INFO | PID:1328 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-9.99 total_reward_ma:-9.99 loss:-3.333 fps:333.2 +frame:8.10e+05 wall_t:2431 t:50625 epi:nan +opt_step:50000 lr:0.0003 alpha:0.006738 +2026-02-10 23:53:48 | INFO | PID:1328 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-9.99 total_reward_ma:-9.99 loss:-3.327 fps:333.1 +frame:8.20e+05 wall_t:2462 t:51250 epi:nan +opt_step:50625 lr:0.0003 alpha:0.006738 +2026-02-10 23:54:18 | INFO | PID:1328 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-9.97 total_reward_ma:-9.99 loss:-3.197 fps:333.2 +frame:8.30e+05 wall_t:2491 t:51875 epi:nan +opt_step:51250 lr:0.0003 alpha:0.006738 +2026-02-10 23:54:47 | INFO | PID:1328 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-9.97 total_reward_ma:-9.99 loss:-3.14 fps:333.2 +frame:8.40e+05 wall_t:2521 t:52500 epi:nan +opt_step:51875 lr:0.0003 alpha:0.006738 +2026-02-10 23:55:17 | INFO | PID:1328 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-9.97 total_reward_ma:-9.99 loss:-3.162 fps:333.3 +frame:8.50e+05 wall_t:2550 t:53125 epi:nan +opt_step:52500 lr:0.0003 alpha:0.006738 +2026-02-10 23:55:46 | INFO | PID:1328 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-9.97 total_reward_ma:-9.99 loss:-2.997 fps:333.3 +frame:8.60e+05 wall_t:2580 t:53750 epi:nan +opt_step:53125 lr:0.0003 alpha:0.006738 +2026-02-10 23:56:16 | INFO | PID:1328 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-9.95 total_reward_ma:-9.99 loss:-2.939 fps:333.3 +frame:8.70e+05 wall_t:2610 t:54375 epi:nan +opt_step:53750 lr:0.0003 alpha:0.006738 +2026-02-10 23:56:47 | INFO | PID:1328 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-9.95 total_reward_ma:-9.99 loss:-2.853 fps:333.3 +frame:8.80e+05 wall_t:2640 t:55000 epi:nan +opt_step:54375 lr:0.0003 alpha:0.006738 +2026-02-10 23:57:16 | INFO | PID:1328 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-9.94 total_reward_ma:-9.99 loss:-2.783 fps:333.3 +frame:8.90e+05 wall_t:2670 t:55625 epi:nan +opt_step:55000 lr:0.0003 alpha:0.006738 +2026-02-10 23:57:46 | INFO | PID:1328 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-9.93 total_reward_ma:-9.99 loss:-2.778 fps:333.5 +frame:9.00e+05 wall_t:2699 t:56250 epi:nan +opt_step:55625 lr:0.0003 alpha:0.006738 +2026-02-10 23:58:16 | INFO | PID:1328 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-9.93 total_reward_ma:-9.99 loss:-2.82 fps:333.5 +frame:9.10e+05 wall_t:2729 t:56875 epi:nan +opt_step:56250 lr:0.0003 alpha:0.006738 +2026-02-10 23:58:46 | INFO | PID:1328 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-9.91 total_reward_ma:-9.98 loss:-2.768 fps:333.5 +frame:9.20e+05 wall_t:2759 t:57500 epi:nan +opt_step:56875 lr:0.0003 alpha:0.006738 +2026-02-10 23:59:15 | INFO | PID:1328 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-9.90 total_reward_ma:-9.98 loss:-2.647 fps:333.5 +frame:9.30e+05 wall_t:2789 t:58125 epi:nan +opt_step:57500 lr:0.0003 alpha:0.006738 +2026-02-10 23:59:45 | INFO | PID:1328 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-9.90 total_reward_ma:-9.98 loss:-2.647 fps:333.6 +frame:9.40e+05 wall_t:2818 t:58750 epi:nan +opt_step:58125 lr:0.0003 alpha:0.006738 +2026-02-11 00:00:14 | INFO | PID:1328 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-9.88 total_reward_ma:-9.98 loss:-2.618 fps:333.6 +frame:9.50e+05 wall_t:2848 t:59375 epi:nan +opt_step:58750 lr:0.0003 alpha:0.006738 +2026-02-11 00:00:44 | INFO | PID:1328 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-9.88 total_reward_ma:-9.98 loss:-2.579 fps:333.6 +frame:9.60e+05 wall_t:2878 t:60000 epi:nan +opt_step:59375 lr:0.0003 alpha:0.006738 +2026-02-11 00:01:13 | INFO | PID:1328 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-9.87 total_reward_ma:-9.98 loss:-2.559 fps:333.7 +frame:9.70e+05 wall_t:2907 t:60625 epi:nan +opt_step:60000 lr:0.0003 alpha:0.006738 +2026-02-11 00:01:43 | INFO | PID:1328 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-9.85 total_reward_ma:-9.98 loss:-2.497 fps:333.7 +frame:9.80e+05 wall_t:2937 t:61250 epi:nan +opt_step:60625 lr:0.0003 alpha:0.006738 +2026-02-11 00:02:13 | INFO | PID:1328 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-9.85 total_reward_ma:-9.98 loss:-2.502 fps:333.8 +frame:9.90e+05 wall_t:2966 t:61875 epi:nan +opt_step:61250 lr:0.0003 alpha:0.006738 +2026-02-11 00:02:43 | INFO | PID:1328 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-9.82 total_reward_ma:-9.98 loss:-2.39 fps:333.8 +frame:1.00e+06 wall_t:2996 t:62500 epi:nan +opt_step:61875 lr:0.0003 alpha:0.006738 +2026-02-11 00:03:12 | INFO | PID:1328 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-9.81 total_reward_ma:-9.97 loss:-2.351 fps:333.9 +frame:1.01e+06 wall_t:3025 t:63125 epi:nan +opt_step:62500 lr:0.0003 alpha:0.006738 +2026-02-11 00:03:42 | INFO | PID:1328 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-9.78 total_reward_ma:-9.97 loss:-2.307 fps:333.8 +frame:1.02e+06 wall_t:3056 t:63750 epi:nan +opt_step:63125 lr:0.0003 alpha:0.006738 +2026-02-11 00:04:12 | INFO | PID:1328 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-9.76 total_reward_ma:-9.97 loss:-2.268 fps:333.8 +frame:1.03e+06 wall_t:3086 t:64375 epi:nan +opt_step:63750 lr:0.0003 alpha:0.006738 +2026-02-11 00:04:42 | INFO | PID:1328 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-9.76 total_reward_ma:-9.97 loss:-2.248 fps:333.8 +frame:1.04e+06 wall_t:3116 t:65000 epi:nan +opt_step:64375 lr:0.0003 alpha:0.006738 +2026-02-11 00:05:12 | INFO | PID:1328 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-9.77 total_reward_ma:-9.96 loss:-2.207 fps:333.8 +frame:1.05e+06 wall_t:3146 t:65625 epi:nan +opt_step:65000 lr:0.0003 alpha:0.006738 +2026-02-11 00:05:42 | INFO | PID:1328 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-9.75 total_reward_ma:-9.96 loss:-2.159 fps:333.8 +frame:1.06e+06 wall_t:3176 t:66250 epi:nan +opt_step:65625 lr:0.0003 alpha:0.006738 +2026-02-11 00:06:12 | INFO | PID:1328 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-9.76 total_reward_ma:-9.96 loss:-2.132 fps:333.7 +frame:1.07e+06 wall_t:3206 t:66875 epi:nan +opt_step:66250 lr:0.0003 alpha:0.006738 +2026-02-11 00:06:41 | INFO | PID:1328 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-9.75 total_reward_ma:-9.96 loss:-2.07 fps:333.8 +frame:1.08e+06 wall_t:3235 t:67500 epi:nan +opt_step:66875 lr:0.0003 alpha:0.006738 +2026-02-11 00:07:12 | INFO | PID:1328 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-9.75 total_reward_ma:-9.96 loss:-2.042 fps:333.8 +frame:1.09e+06 wall_t:3265 t:68125 epi:nan +opt_step:67500 lr:0.0003 alpha:0.006738 +2026-02-11 00:07:41 | INFO | PID:1328 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-9.73 total_reward_ma:-9.95 loss:-1.971 fps:333.8 +frame:1.10e+06 wall_t:3295 t:68750 epi:nan +opt_step:68125 lr:0.0003 alpha:0.006738 +2026-02-11 00:08:11 | INFO | PID:1328 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-9.72 total_reward_ma:-9.95 loss:-1.959 fps:333.8 +frame:1.11e+06 wall_t:3325 t:69375 epi:nan +opt_step:68750 lr:0.0003 alpha:0.006738 +2026-02-11 00:08:41 | INFO | PID:1328 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-9.71 total_reward_ma:-9.95 loss:-1.922 fps:333.9 +frame:1.12e+06 wall_t:3354 t:70000 epi:nan +opt_step:69375 lr:0.0003 alpha:0.006738 +2026-02-11 00:09:10 | INFO | PID:1328 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-9.69 total_reward_ma:-9.94 loss:-1.88 fps:333.9 +frame:1.13e+06 wall_t:3384 t:70625 epi:nan +opt_step:70000 lr:0.0003 alpha:0.006738 +2026-02-11 00:09:40 | INFO | PID:1328 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-9.70 total_reward_ma:-9.94 loss:-1.854 fps:334 +frame:1.14e+06 wall_t:3413 t:71250 epi:nan +opt_step:70625 lr:0.0003 alpha:0.006738 +2026-02-11 00:10:10 | INFO | PID:1328 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-9.65 total_reward_ma:-9.94 loss:-1.821 fps:334 +frame:1.15e+06 wall_t:3443 t:71875 epi:nan +opt_step:71250 lr:0.0003 alpha:0.006738 +2026-02-11 00:10:39 | INFO | PID:1328 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-9.67 total_reward_ma:-9.93 loss:-1.757 fps:334 +frame:1.16e+06 wall_t:3473 t:72500 epi:nan +opt_step:71875 lr:0.0003 alpha:0.006738 +2026-02-11 00:11:09 | INFO | PID:1328 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-9.65 total_reward_ma:-9.93 loss:-1.717 fps:334 +frame:1.17e+06 wall_t:3503 t:73125 epi:nan +opt_step:72500 lr:0.0003 alpha:0.006738 +2026-02-11 00:11:39 | INFO | PID:1328 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-9.68 total_reward_ma:-9.93 loss:-1.709 fps:334 +frame:1.18e+06 wall_t:3533 t:73750 epi:nan +opt_step:73125 lr:0.0003 alpha:0.006738 +2026-02-11 00:12:09 | INFO | PID:1328 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-9.68 total_reward_ma:-9.92 loss:-1.699 fps:334 +frame:1.19e+06 wall_t:3563 t:74375 epi:nan +opt_step:73750 lr:0.0003 alpha:0.006738 +2026-02-11 00:12:39 | INFO | PID:1328 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-9.69 total_reward_ma:-9.92 loss:-1.652 fps:334.1 +frame:1.20e+06 wall_t:3592 t:75000 epi:nan +opt_step:74375 lr:0.0003 alpha:0.006738 +2026-02-11 00:13:08 | INFO | PID:1328 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-9.72 total_reward_ma:-9.92 loss:-1.602 fps:334.1 +frame:1.21e+06 wall_t:3622 t:75625 epi:nan +opt_step:75000 lr:0.0003 alpha:0.006738 +2026-02-11 00:13:39 | INFO | PID:1328 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-9.72 total_reward_ma:-9.92 loss:-1.578 fps:334 +frame:1.22e+06 wall_t:3653 t:76250 epi:nan +opt_step:75625 lr:0.0003 alpha:0.006738 +2026-02-11 00:14:09 | INFO | PID:1328 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-9.72 total_reward_ma:-9.91 loss:-1.544 fps:334 +frame:1.23e+06 wall_t:3683 t:76875 epi:nan +opt_step:76250 lr:0.0003 alpha:0.006738 +2026-02-11 00:14:39 | INFO | PID:1328 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-9.71 total_reward_ma:-9.91 loss:-1.514 fps:334 +frame:1.24e+06 wall_t:3713 t:77500 epi:nan +opt_step:76875 lr:0.0003 alpha:0.006738 +2026-02-11 00:15:10 | INFO | PID:1328 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-9.71 total_reward_ma:-9.91 loss:-1.496 fps:333.9 +frame:1.25e+06 wall_t:3744 t:78125 epi:nan +opt_step:77500 lr:0.0003 alpha:0.006738 +2026-02-11 00:15:40 | INFO | PID:1328 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-9.72 total_reward_ma:-9.90 loss:-1.49 fps:333.9 +frame:1.26e+06 wall_t:3774 t:78750 epi:nan +opt_step:78125 lr:0.0003 alpha:0.006738 +2026-02-11 00:16:11 | INFO | PID:1328 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-9.73 total_reward_ma:-9.90 loss:-1.45 fps:333.8 +frame:1.27e+06 wall_t:3805 t:79375 epi:nan +opt_step:78750 lr:0.0003 alpha:0.006738 +2026-02-11 00:16:41 | INFO | PID:1328 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-9.74 total_reward_ma:-9.90 loss:-1.414 fps:333.8 +frame:1.28e+06 wall_t:3835 t:80000 epi:nan +opt_step:79375 lr:0.0003 alpha:0.006738 +2026-02-11 00:17:11 | INFO | PID:1328 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-9.74 total_reward_ma:-9.90 loss:-1.405 fps:333.8 +frame:1.29e+06 wall_t:3865 t:80625 epi:nan +opt_step:80000 lr:0.0003 alpha:0.006738 +2026-02-11 00:17:41 | INFO | PID:1328 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-9.76 total_reward_ma:-9.89 loss:-1.339 fps:333.8 +frame:1.30e+06 wall_t:3895 t:81250 epi:nan +opt_step:80625 lr:0.0003 alpha:0.006738 +2026-02-11 00:18:11 | INFO | PID:1328 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-9.78 total_reward_ma:-9.89 loss:-1.346 fps:333.8 +frame:1.31e+06 wall_t:3925 t:81875 epi:nan +opt_step:81250 lr:0.0003 alpha:0.006738 +2026-02-11 00:18:41 | INFO | PID:1328 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-9.77 total_reward_ma:-9.89 loss:-1.314 fps:333.8 +frame:1.32e+06 wall_t:3954 t:82500 epi:nan +opt_step:81875 lr:0.0003 alpha:0.006738 +2026-02-11 00:19:10 | INFO | PID:1328 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-9.77 total_reward_ma:-9.89 loss:-1.279 fps:333.8 +frame:1.33e+06 wall_t:3984 t:83125 epi:nan +opt_step:82500 lr:0.0003 alpha:0.006738 +2026-02-11 00:19:40 | INFO | PID:1328 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-9.81 total_reward_ma:-9.89 loss:-1.255 fps:333.8 +frame:1.34e+06 wall_t:4014 t:83750 epi:nan +opt_step:83125 lr:0.0003 alpha:0.006738 +2026-02-11 00:20:11 | INFO | PID:1328 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-9.82 total_reward_ma:-9.88 loss:-1.252 fps:333.8 +frame:1.35e+06 wall_t:4044 t:84375 epi:nan +opt_step:83750 lr:0.0003 alpha:0.006738 +2026-02-11 00:20:40 | INFO | PID:1328 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-9.83 total_reward_ma:-9.88 loss:-1.233 fps:333.8 +frame:1.36e+06 wall_t:4074 t:85000 epi:nan +opt_step:84375 lr:0.0003 alpha:0.006738 +2026-02-11 00:21:09 | INFO | PID:1328 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-9.82 total_reward_ma:-9.88 loss:-1.179 fps:333.9 +frame:1.37e+06 wall_t:4103 t:85625 epi:nan +opt_step:85000 lr:0.0003 alpha:0.006738 +2026-02-11 00:21:39 | INFO | PID:1328 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-9.81 total_reward_ma:-9.88 loss:-1.182 fps:333.9 +frame:1.38e+06 wall_t:4133 t:86250 epi:nan +opt_step:85625 lr:0.0003 alpha:0.006738 +2026-02-11 00:22:09 | INFO | PID:1328 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-9.81 total_reward_ma:-9.88 loss:-1.169 fps:333.9 +frame:1.39e+06 wall_t:4163 t:86875 epi:nan +opt_step:86250 lr:0.0003 alpha:0.006738 +2026-02-11 00:22:39 | INFO | PID:1328 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-9.79 total_reward_ma:-9.88 loss:-1.153 fps:333.9 +frame:1.40e+06 wall_t:4193 t:87500 epi:nan +opt_step:86875 lr:0.0003 alpha:0.006738 +2026-02-11 00:23:09 | INFO | PID:1328 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-9.78 total_reward_ma:-9.87 loss:-1.118 fps:334 +frame:1.41e+06 wall_t:4222 t:88125 epi:nan +opt_step:87500 lr:0.0003 alpha:0.006738 +2026-02-11 00:23:39 | INFO | PID:1328 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-9.77 total_reward_ma:-9.87 loss:-1.109 fps:334 +frame:1.42e+06 wall_t:4252 t:88750 epi:nan +opt_step:88125 lr:0.0003 alpha:0.006738 +2026-02-11 00:24:09 | INFO | PID:1328 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-9.76 total_reward_ma:-9.87 loss:-1.083 fps:334 +frame:1.43e+06 wall_t:4282 t:89375 epi:nan +opt_step:88750 lr:0.0003 alpha:0.006738 +2026-02-11 00:24:39 | INFO | PID:1328 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-9.76 total_reward_ma:-9.87 loss:-1.08 fps:334 +frame:1.44e+06 wall_t:4312 t:90000 epi:nan +opt_step:89375 lr:0.0003 alpha:0.006738 +2026-02-11 00:25:09 | INFO | PID:1328 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-9.74 total_reward_ma:-9.87 loss:-1.035 fps:333.9 +frame:1.45e+06 wall_t:4343 t:90625 epi:nan +opt_step:90000 lr:0.0003 alpha:0.006738 +2026-02-11 00:25:39 | INFO | PID:1328 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-9.72 total_reward_ma:-9.86 loss:-1.038 fps:333.9 +frame:1.46e+06 wall_t:4373 t:91250 epi:nan +opt_step:90625 lr:0.0003 alpha:0.006738 +2026-02-11 00:26:09 | INFO | PID:1328 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-9.72 total_reward_ma:-9.86 loss:-1.016 fps:333.9 +frame:1.47e+06 wall_t:4402 t:91875 epi:nan +opt_step:91250 lr:0.0003 alpha:0.006738 +2026-02-11 00:26:39 | INFO | PID:1328 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-9.71 total_reward_ma:-9.86 loss:-1.024 fps:333.9 +frame:1.48e+06 wall_t:4432 t:92500 epi:nan +opt_step:91875 lr:0.0003 alpha:0.006738 +2026-02-11 00:27:08 | INFO | PID:1328 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-9.71 total_reward_ma:-9.85 loss:-1.002 fps:333.9 +frame:1.49e+06 wall_t:4462 t:93125 epi:nan +opt_step:92500 lr:0.0003 alpha:0.006738 +2026-02-11 00:27:39 | INFO | PID:1328 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-9.71 total_reward_ma:-9.85 loss:-0.9769 fps:333.9 +frame:1.50e+06 wall_t:4492 t:93750 epi:nan +opt_step:93125 lr:0.0003 alpha:0.006738 +2026-02-11 00:28:09 | INFO | PID:1328 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-9.70 total_reward_ma:-9.85 loss:-0.9727 fps:333.9 +frame:1.51e+06 wall_t:4522 t:94375 epi:nan +opt_step:93750 lr:0.0003 alpha:0.006738 +2026-02-11 00:28:39 | INFO | PID:1328 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-9.72 total_reward_ma:-9.85 loss:-0.9762 fps:333.8 +frame:1.52e+06 wall_t:4553 t:95000 epi:nan +opt_step:94375 lr:0.0003 alpha:0.006738 +2026-02-11 00:29:09 | INFO | PID:1328 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-9.72 total_reward_ma:-9.84 loss:-0.9591 fps:333.9 +frame:1.53e+06 wall_t:4582 t:95625 epi:nan +opt_step:95000 lr:0.0003 alpha:0.006738 +2026-02-11 00:29:39 | INFO | PID:1328 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-9.74 total_reward_ma:-9.84 loss:-0.9336 fps:333.8 +frame:1.54e+06 wall_t:4613 t:96250 epi:nan +opt_step:95625 lr:0.0003 alpha:0.006738 +2026-02-11 00:30:08 | INFO | PID:1328 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-9.74 total_reward_ma:-9.84 loss:-0.9262 fps:333.9 +frame:1.55e+06 wall_t:4642 t:96875 epi:nan +opt_step:96250 lr:0.0003 alpha:0.006738 +2026-02-11 00:30:39 | INFO | PID:1328 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-9.74 total_reward_ma:-9.84 loss:-0.9315 fps:333.9 +frame:1.56e+06 wall_t:4672 t:97500 epi:nan +opt_step:96875 lr:0.0003 alpha:0.006738 +2026-02-11 00:31:09 | INFO | PID:1328 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-9.74 total_reward_ma:-9.83 loss:-0.9055 fps:333.9 +frame:1.57e+06 wall_t:4702 t:98125 epi:nan +opt_step:97500 lr:0.0003 alpha:0.006738 +2026-02-11 00:31:38 | INFO | PID:1328 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-9.75 total_reward_ma:-9.83 loss:-0.901 fps:333.9 +frame:1.58e+06 wall_t:4732 t:98750 epi:nan +opt_step:98125 lr:0.0003 alpha:0.006738 +2026-02-11 00:32:08 | INFO | PID:1328 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-9.76 total_reward_ma:-9.83 loss:-0.9063 fps:333.9 +frame:1.59e+06 wall_t:4762 t:99375 epi:nan +opt_step:98750 lr:0.0003 alpha:0.006738 +2026-02-11 00:32:38 | INFO | PID:1328 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-9.74 total_reward_ma:-9.83 loss:-0.8887 fps:333.9 +frame:1.60e+06 wall_t:4792 t:100000 epi:nan +opt_step:99375 lr:0.0003 alpha:0.006738 +2026-02-11 00:33:08 | INFO | PID:1328 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-9.74 total_reward_ma:-9.82 loss:-0.8603 fps:333.9 +frame:1.61e+06 wall_t:4822 t:100625 epi:nan +opt_step:100000 lr:0.0003 alpha:0.006738 +2026-02-11 00:33:38 | INFO | PID:1328 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-9.73 total_reward_ma:-9.82 loss:-0.8905 fps:333.9 +frame:1.62e+06 wall_t:4852 t:101250 epi:nan +opt_step:100625 lr:0.0003 alpha:0.006738 +2026-02-11 00:34:08 | INFO | PID:1328 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-9.74 total_reward_ma:-9.82 loss:-0.8553 fps:333.9 +frame:1.63e+06 wall_t:4882 t:101875 epi:nan +opt_step:101250 lr:0.0003 alpha:0.006738 +2026-02-11 00:34:37 | INFO | PID:1328 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-9.78 total_reward_ma:-9.82 loss:-0.8646 fps:333.9 +frame:1.64e+06 wall_t:4911 t:102500 epi:nan +opt_step:101875 lr:0.0003 alpha:0.006738 +2026-02-11 00:35:07 | INFO | PID:1328 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-9.76 total_reward_ma:-9.81 loss:-0.859 fps:333.9 +frame:1.65e+06 wall_t:4941 t:103125 epi:nan +opt_step:102500 lr:0.0003 alpha:0.006738 +2026-02-11 00:35:37 | INFO | PID:1328 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-9.76 total_reward_ma:-9.81 loss:-0.8312 fps:334 +frame:1.66e+06 wall_t:4970 t:103750 epi:nan +opt_step:103125 lr:0.0003 alpha:0.006738 +2026-02-11 00:36:07 | INFO | PID:1328 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-9.76 total_reward_ma:-9.81 loss:-0.8266 fps:333.9 +frame:1.67e+06 wall_t:5001 t:104375 epi:nan +opt_step:103750 lr:0.0003 alpha:0.006738 +2026-02-11 00:36:37 | INFO | PID:1328 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-9.76 total_reward_ma:-9.81 loss:-0.8376 fps:333.9 +frame:1.68e+06 wall_t:5031 t:105000 epi:nan +opt_step:104375 lr:0.0003 alpha:0.006738 +2026-02-11 00:37:07 | INFO | PID:1328 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-9.75 total_reward_ma:-9.81 loss:-0.8474 fps:333.9 +frame:1.69e+06 wall_t:5061 t:105625 epi:nan +opt_step:105000 lr:0.0003 alpha:0.006738 +2026-02-11 00:37:37 | INFO | PID:1328 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-9.76 total_reward_ma:-9.80 loss:-0.8049 fps:333.9 +frame:1.70e+06 wall_t:5091 t:106250 epi:nan +opt_step:105625 lr:0.0003 alpha:0.006738 +2026-02-11 00:38:06 | INFO | PID:1328 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-9.74 total_reward_ma:-9.80 loss:-0.8311 fps:334 +frame:1.71e+06 wall_t:5120 t:106875 epi:nan +opt_step:106250 lr:0.0003 alpha:0.006738 +2026-02-11 00:38:36 | INFO | PID:1328 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-9.71 total_reward_ma:-9.80 loss:-0.7777 fps:334 +frame:1.72e+06 wall_t:5150 t:107500 epi:nan +opt_step:106875 lr:0.0003 alpha:0.006738 +2026-02-11 00:39:06 | INFO | PID:1328 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-9.70 total_reward_ma:-9.80 loss:-0.7887 fps:334 +frame:1.73e+06 wall_t:5180 t:108125 epi:nan +opt_step:107500 lr:0.0003 alpha:0.006738 +2026-02-11 00:39:35 | INFO | PID:1328 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-9.69 total_reward_ma:-9.79 loss:-0.797 fps:334 +frame:1.74e+06 wall_t:5209 t:108750 epi:nan +opt_step:108125 lr:0.0003 alpha:0.006738 +2026-02-11 00:40:05 | INFO | PID:1328 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-9.71 total_reward_ma:-9.79 loss:-0.789 fps:334 +frame:1.75e+06 wall_t:5239 t:109375 epi:nan +opt_step:108750 lr:0.0003 alpha:0.006738 +2026-02-11 00:40:34 | INFO | PID:1328 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-9.73 total_reward_ma:-9.79 loss:-0.775 fps:334.1 +frame:1.76e+06 wall_t:5268 t:110000 epi:nan +opt_step:109375 lr:0.0003 alpha:0.006738 +2026-02-11 00:41:03 | INFO | PID:1328 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-9.70 total_reward_ma:-9.78 loss:-0.7617 fps:334.2 +frame:1.77e+06 wall_t:5297 t:110625 epi:nan +opt_step:110000 lr:0.0003 alpha:0.006738 +2026-02-11 00:41:33 | INFO | PID:1328 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-9.69 total_reward_ma:-9.78 loss:-0.7639 fps:334.2 +frame:1.78e+06 wall_t:5326 t:111250 epi:nan +opt_step:110625 lr:0.0003 alpha:0.006738 +2026-02-11 00:42:03 | INFO | PID:1328 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-9.68 total_reward_ma:-9.78 loss:-0.7606 fps:334.2 +frame:1.79e+06 wall_t:5356 t:111875 epi:nan +opt_step:111250 lr:0.0003 alpha:0.006738 +2026-02-11 00:42:33 | INFO | PID:1328 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-9.71 total_reward_ma:-9.77 loss:-0.773 fps:334.2 +frame:1.80e+06 wall_t:5386 t:112500 epi:nan +opt_step:111875 lr:0.0003 alpha:0.006738 +2026-02-11 00:43:03 | INFO | PID:1328 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-9.72 total_reward_ma:-9.77 loss:-0.7646 fps:334.2 +frame:1.81e+06 wall_t:5416 t:113125 epi:nan +opt_step:112500 lr:0.0003 alpha:0.006738 +2026-02-11 00:43:33 | INFO | PID:1328 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-9.71 total_reward_ma:-9.77 loss:-0.7737 fps:334.1 +frame:1.82e+06 wall_t:5447 t:113750 epi:nan +opt_step:113125 lr:0.0003 alpha:0.006738 +2026-02-11 00:44:03 | INFO | PID:1328 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-9.70 total_reward_ma:-9.77 loss:-0.7647 fps:334.1 +frame:1.83e+06 wall_t:5477 t:114375 epi:nan +opt_step:113750 lr:0.0003 alpha:0.006738 +2026-02-11 00:44:33 | INFO | PID:1328 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-9.68 total_reward_ma:-9.76 loss:-0.7543 fps:334.1 +frame:1.84e+06 wall_t:5507 t:115000 epi:nan +opt_step:114375 lr:0.0003 alpha:0.006738 +2026-02-11 00:45:03 | INFO | PID:1328 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-9.66 total_reward_ma:-9.76 loss:-0.7757 fps:334.1 +frame:1.85e+06 wall_t:5537 t:115625 epi:nan +opt_step:115000 lr:0.0003 alpha:0.006738 +2026-02-11 00:45:33 | INFO | PID:1328 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-9.62 total_reward_ma:-9.76 loss:-0.7756 fps:334.1 +frame:1.86e+06 wall_t:5567 t:116250 epi:nan +opt_step:115625 lr:0.0003 alpha:0.006738 +2026-02-11 00:46:02 | INFO | PID:1328 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-9.63 total_reward_ma:-9.75 loss:-0.7968 fps:334.2 +frame:1.87e+06 wall_t:5596 t:116875 epi:nan +opt_step:116250 lr:0.0003 alpha:0.006738 +2026-02-11 00:46:32 | INFO | PID:1328 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-9.64 total_reward_ma:-9.75 loss:-0.7681 fps:334.2 +frame:1.88e+06 wall_t:5626 t:117500 epi:nan +opt_step:116875 lr:0.0003 alpha:0.006738 +2026-02-11 00:47:02 | INFO | PID:1328 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-9.64 total_reward_ma:-9.75 loss:-0.7549 fps:334.2 +frame:1.89e+06 wall_t:5656 t:118125 epi:nan +opt_step:117500 lr:0.0003 alpha:0.006738 +2026-02-11 00:47:32 | INFO | PID:1328 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-9.64 total_reward_ma:-9.75 loss:-0.758 fps:334.2 +frame:1.90e+06 wall_t:5686 t:118750 epi:nan +opt_step:118125 lr:0.0003 alpha:0.006738 +2026-02-11 00:48:02 | INFO | PID:1328 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-9.64 total_reward_ma:-9.74 loss:-0.7761 fps:334.1 +frame:1.91e+06 wall_t:5716 t:119375 epi:nan +opt_step:118750 lr:0.0003 alpha:0.006738 +2026-02-11 00:48:33 | INFO | PID:1328 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-9.63 total_reward_ma:-9.74 loss:-0.7671 fps:334.1 +frame:1.92e+06 wall_t:5746 t:120000 epi:nan +opt_step:119375 lr:0.0003 alpha:0.006738 +2026-02-11 00:49:02 | INFO | PID:1328 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-9.65 total_reward_ma:-9.74 loss:-0.7792 fps:334.1 +frame:1.93e+06 wall_t:5776 t:120625 epi:nan +opt_step:120000 lr:0.0003 alpha:0.006738 +2026-02-11 00:49:33 | INFO | PID:1328 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-9.63 total_reward_ma:-9.73 loss:-0.7548 fps:334.1 +frame:1.94e+06 wall_t:5807 t:121250 epi:nan +opt_step:120625 lr:0.0003 alpha:0.006738 +2026-02-11 00:50:03 | INFO | PID:1328 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-9.63 total_reward_ma:-9.73 loss:-0.7811 fps:334.1 +frame:1.95e+06 wall_t:5836 t:121875 epi:nan +opt_step:121250 lr:0.0003 alpha:0.006738 +2026-02-11 00:50:33 | INFO | PID:1328 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-9.62 total_reward_ma:-9.73 loss:-0.7905 fps:334.1 +frame:1.96e+06 wall_t:5866 t:122500 epi:nan +opt_step:121875 lr:0.0003 alpha:0.006738 +2026-02-11 00:51:02 | INFO | PID:1328 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-9.63 total_reward_ma:-9.73 loss:-0.7872 fps:334.1 +frame:1.97e+06 wall_t:5896 t:123125 epi:nan +opt_step:122500 lr:0.0003 alpha:0.006738 +2026-02-11 00:51:32 | INFO | PID:1328 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-9.63 total_reward_ma:-9.72 loss:-0.789 fps:334.1 +frame:1.98e+06 wall_t:5926 t:123750 epi:nan +opt_step:123125 lr:0.0003 alpha:0.006738 +2026-02-11 00:52:02 | INFO | PID:1328 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-9.63 total_reward_ma:-9.72 loss:-0.7647 fps:334.1 +frame:1.99e+06 wall_t:5956 t:124375 epi:nan +opt_step:123750 lr:0.0003 alpha:0.006738 +2026-02-11 00:52:32 | INFO | PID:1328 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-9.62 total_reward_ma:-9.72 loss:-0.7982 fps:334.1 +frame:2.00e+06 wall_t:5986 t:125000 epi:nan +opt_step:124375 lr:0.0003 alpha:0.006738 +2026-02-11 00:52:33 | INFO | PID:1328 | slm_lab.lib.logger:info | Session 3 done diff --git a/data/sac_atari_surround_2026_02_10_231238/sac_atari_surround_spec.json b/data/sac_atari_surround_2026_02_10_231238/sac_atari_surround_spec.json new file mode 100644 index 0000000000000000000000000000000000000000..ab7f64fdd7216683d3fae3205fa7d7833a4323d3 --- /dev/null +++ b/data/sac_atari_surround_2026_02_10_231238/sac_atari_surround_spec.json @@ -0,0 +1,98 @@ +{ + "agent": { + "name": 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newline at end of file diff --git a/data/sac_atari_surround_2026_02_13_042319/info/sac_atari_surround_t0_trial_metrics_scalar.json b/data/sac_atari_surround_2026_02_13_042319/info/sac_atari_surround_t0_trial_metrics_scalar.json new file mode 100644 index 0000000000000000000000000000000000000000..43bce6c274c3714670eb8059c30694a1c0c586c8 --- /dev/null +++ b/data/sac_atari_surround_2026_02_13_042319/info/sac_atari_surround_t0_trial_metrics_scalar.json @@ -0,0 +1,11 @@ +{ + "frame": 2000000.0, + "total_reward_ma": -9.864225387573242, + "strength": 0.07357136905193329, + "max_strength": 0.2499992847442627, + "final_strength": 0.1249997615814209, + "sample_efficiency": 4.2290568558200903e-07, + "training_efficiency": 2.2083570456743473e-06, + "stability": 0.9516985416412354, + "consistency": -0.4014953374862671 +} \ No newline at end of file diff --git a/data/sac_atari_surround_2026_02_13_042319/log/sac_atari_surround_t0.log b/data/sac_atari_surround_2026_02_13_042319/log/sac_atari_surround_t0.log new file mode 100644 index 0000000000000000000000000000000000000000..98021971c543244c5800c98fa581156171c52cc4 --- /dev/null +++ b/data/sac_atari_surround_2026_02_13_042319/log/sac_atari_surround_t0.log @@ -0,0 +1,5 @@ +2026-02-13 08:37:12 | INFO | PID:1248 | slm_lab.lib.logger:info | trial_metrics: frame:2.00e+06 | total_reward_ma:-9.86 | strength:0.07357 | max_strength:0.25 | final_strength:0.125 | sample_efficiency:4.229e-07 | training_efficiency:2.208e-06 | stability:0.9517 | consistency:-0.4015 +2026-02-13 08:37:12 | INFO | PID:1248 | slm_lab.lib.logger:info | Trial 0 done +2026-02-13 08:37:12 | INFO | PID:1248 | slm_lab.cli.main:run_spec | Output: data/sac_atari_surround_2026_02_13_042319 +2026-02-13 08:37:12 | INFO | PID:1248 | slm_lab.lib.hf:cleanup_models | Cleanup saved 309.1 MB +2026-02-13 08:37:13 | INFO | PID:1248 | slm_lab.lib.hf:upload | Uploading data/sac_atari_surround_2026_02_13_042319 to SLM-Lab/benchmark-dev/data/sac_atari_surround_2026_02_13_042319... diff --git a/data/sac_atari_surround_2026_02_13_042319/log/sac_atari_surround_t0_s0.log b/data/sac_atari_surround_2026_02_13_042319/log/sac_atari_surround_t0_s0.log new file mode 100644 index 0000000000000000000000000000000000000000..ab8dc32e299ab62c9eb3a3a695cef00c48a4868a --- /dev/null +++ b/data/sac_atari_surround_2026_02_13_042319/log/sac_atari_surround_t0_s0.log @@ -0,0 +1,982 @@ +2026-02-13 04:23:24 | INFO | PID:1377 | slm_lab.env:_make_vector_env | AtariVectorEnv: 16 envs, native preprocessing +2026-02-13 04:24:02 | INFO | PID:1377 | slm_lab.lib.perf:log_perf_setup | Performance setup: +Platform: GPU NVIDIA RTX A4500 (compute 8.6) +• GPU cuDNN benchmark: enabled +• GPU memory management: enabled +• GPU TF32 acceleration: enabled +2026-02-13 04:24:02 | INFO | PID:1377 | slm_lab.lib.logger:info | SoftActorCritic: +algorithm_spec: + name: SoftActorCritic + action_pdtype: Categorical + action_policy: default + gamma: 0.99 + training_start_step: 1000 + training_frequency: 4 + training_iter: 3 +name: SoftActorCritic +memory_spec: + name: Replay + batch_size: 256 + max_size: 200000 + use_cer: false +action_pdtype: Categorical +training_iter: 3 +training_start_step: 1000 +policy_delay: 1 +entropy_penalty_coef: 0.0 +gamma: 0.99 +training_frequency: 4 +to_train: 0 +_train_step: 0 +shared: False +net: (device:cuda:0) ConvNet( + (conv_model): Sequential( + (0): Conv2d(4, 32, kernel_size=(8, 8), stride=(4, 4)) + (1): ReLU() + (2): Conv2d(32, 64, kernel_size=(4, 4), stride=(2, 2)) + (3): ReLU() + (4): Conv2d(64, 64, kernel_size=(3, 3), stride=(1, 1)) + (5): ReLU() + ) + (fc_model): Sequential( + (0): Linear(in_features=3136, out_features=512, bias=True) + (1): ReLU() + ) + (tails): Sequential( + (0): Linear(in_features=512, out_features=5, bias=True) + ) + (loss_fn): SmoothL1Loss() +) +optim: AdamW ( +Parameter Group 0 + amsgrad: False + betas: (0.9, 0.999) + capturable: False + decoupled_weight_decay: True + differentiable: False + eps: 0.0001 + foreach: None + fused: None + lr: 0.0003 + maximize: False + weight_decay: 0.01 +) +q1_net: (device:cuda:0) ConvNet( + (conv_model): Sequential( + (0): Conv2d(4, 32, kernel_size=(8, 8), stride=(4, 4)) + (1): ReLU() + (2): Conv2d(32, 64, kernel_size=(4, 4), stride=(2, 2)) + (3): ReLU() + (4): Conv2d(64, 64, kernel_size=(3, 3), stride=(1, 1)) + (5): ReLU() + ) + (fc_model): Sequential( + (0): Linear(in_features=3136, out_features=512, bias=True) + (1): ReLU() + ) + (tails): Sequential( + (0): Linear(in_features=512, out_features=5, bias=True) + ) + (loss_fn): SmoothL1Loss() +) +target_q1_net: (device:cuda:0) ConvNet( + (conv_model): Sequential( + (0): Conv2d(4, 32, kernel_size=(8, 8), stride=(4, 4)) + (1): ReLU() + (2): Conv2d(32, 64, kernel_size=(4, 4), stride=(2, 2)) + (3): ReLU() + (4): Conv2d(64, 64, kernel_size=(3, 3), stride=(1, 1)) + (5): ReLU() + ) + (fc_model): Sequential( + (0): Linear(in_features=3136, out_features=512, bias=True) + (1): ReLU() + ) + (tails): Sequential( + (0): Linear(in_features=512, out_features=5, bias=True) + ) + (loss_fn): SmoothL1Loss() +) +q1_optim: AdamW ( +Parameter Group 0 + amsgrad: False + betas: (0.9, 0.999) + capturable: False + decoupled_weight_decay: True + differentiable: False + eps: 0.0001 + foreach: None + fused: None + lr: 0.0003 + maximize: False + weight_decay: 0.01 +) +q2_net: (device:cuda:0) ConvNet( + (conv_model): Sequential( + (0): Conv2d(4, 32, kernel_size=(8, 8), stride=(4, 4)) + (1): ReLU() + (2): Conv2d(32, 64, kernel_size=(4, 4), stride=(2, 2)) + (3): ReLU() + (4): Conv2d(64, 64, kernel_size=(3, 3), stride=(1, 1)) + (5): ReLU() + ) + (fc_model): Sequential( + (0): Linear(in_features=3136, out_features=512, bias=True) + (1): ReLU() + ) + (tails): Sequential( + (0): Linear(in_features=512, out_features=5, bias=True) + ) + (loss_fn): SmoothL1Loss() +) +target_q2_net: (device:cuda:0) ConvNet( + (conv_model): Sequential( + (0): Conv2d(4, 32, kernel_size=(8, 8), stride=(4, 4)) + (1): ReLU() + (2): Conv2d(32, 64, kernel_size=(4, 4), stride=(2, 2)) + (3): ReLU() + (4): Conv2d(64, 64, kernel_size=(3, 3), stride=(1, 1)) + (5): ReLU() + ) + (fc_model): Sequential( + (0): Linear(in_features=3136, out_features=512, bias=True) + (1): ReLU() + ) + (tails): Sequential( + (0): Linear(in_features=512, out_features=5, bias=True) + ) + (loss_fn): SmoothL1Loss() +) +q2_optim: AdamW ( +Parameter Group 0 + amsgrad: False + betas: (0.9, 0.999) + capturable: False + decoupled_weight_decay: True + differentiable: False + eps: 0.0001 + foreach: None + fused: None + lr: 0.0003 + maximize: False + weight_decay: 0.01 +) +net_names: ['net', 'q1_net', 'target_q1_net', 'q2_net', 'target_q2_net'] +target_entropy: 0.9656627474604601 +log_alpha: tensor([0.], device='cuda:0', requires_grad=True) +alpha: tensor([1.], device='cuda:0') +alpha_optim: AdamW ( +Parameter Group 0 + amsgrad: False + betas: (0.9, 0.999) + capturable: False + decoupled_weight_decay: True + differentiable: False + eps: 0.0001 + foreach: None + fused: None + lr: 0.0003 + maximize: False + weight_decay: 0.01 +) +2026-02-13 04:25:11 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:nan total_reward_ma:nan loss:-12.06 fps:97.09 +frame:1.00e+04 wall_t:103 t:625 epi:nan +opt_step:1689 lr:0.0003 alpha:0.6311 +2026-02-13 04:26:27 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-10.00 total_reward_ma:-10.00 loss:-17 fps:111.7 +frame:2.00e+04 wall_t:179 t:1250 epi:nan +opt_step:3564 lr:0.0003 alpha:0.4036 +2026-02-13 04:27:42 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-10.00 total_reward_ma:-10.00 loss:-19.84 fps:117.6 +frame:3.00e+04 wall_t:255 t:1875 epi:nan +opt_step:5439 lr:0.0003 alpha:0.2643 +2026-02-13 04:29:00 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-10.00 total_reward_ma:-10.00 loss:-20.58 fps:120.1 +frame:4.00e+04 wall_t:333 t:2500 epi:nan +opt_step:7314 lr:0.0003 alpha:0.1746 +2026-02-13 04:30:17 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-10.00 total_reward_ma:-10.00 loss:-20.77 fps:122.2 +frame:5.00e+04 wall_t:409 t:3125 epi:nan +opt_step:9189 lr:0.0003 alpha:0.1157 +2026-02-13 04:31:32 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-10.00 total_reward_ma:-10.00 loss:-19.8 fps:123.7 +frame:6.00e+04 wall_t:485 t:3750 epi:nan +opt_step:11064 lr:0.0003 alpha:0.07685 +2026-02-13 04:32:48 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-10.00 total_reward_ma:-10.00 loss:-18.97 fps:124.8 +frame:7.00e+04 wall_t:561 t:4375 epi:nan +opt_step:12939 lr:0.0003 alpha:0.05115 +2026-02-13 04:34:04 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-10.00 total_reward_ma:-10.00 loss:-17.67 fps:125.6 +frame:8.00e+04 wall_t:637 t:5000 epi:nan +opt_step:14814 lr:0.0003 alpha:0.03411 +2026-02-13 04:35:21 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-10.00 total_reward_ma:-10.00 loss:-16.58 fps:126.2 +frame:9.00e+04 wall_t:713 t:5625 epi:nan +opt_step:16689 lr:0.0003 alpha:0.0228 +2026-02-13 04:36:37 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-10.00 total_reward_ma:-10.00 loss:-15.18 fps:126.7 +frame:1.00e+05 wall_t:789 t:6250 epi:nan +opt_step:18564 lr:0.0003 alpha:0.01527 +2026-02-13 04:37:53 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-10.00 total_reward_ma:-10.00 loss:-14.01 fps:127.2 +frame:1.10e+05 wall_t:865 t:6875 epi:nan +opt_step:20439 lr:0.0003 alpha:0.01026 +2026-02-13 04:39:09 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-10.00 total_reward_ma:-10.00 loss:-12.79 fps:127.4 +frame:1.20e+05 wall_t:942 t:7500 epi:nan +opt_step:22314 lr:0.0003 alpha:0.006914 +2026-02-13 04:40:26 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-10.00 total_reward_ma:-10.00 loss:-11.74 fps:127.6 +frame:1.30e+05 wall_t:1019 t:8125 epi:nan +opt_step:24189 lr:0.0003 alpha:0.006738 +2026-02-13 04:41:42 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-10.00 total_reward_ma:-10.00 loss:-10.73 fps:128 +frame:1.40e+05 wall_t:1094 t:8750 epi:nan +opt_step:26064 lr:0.0003 alpha:0.006738 +2026-02-13 04:42:58 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-10.00 total_reward_ma:-10.00 loss:-9.749 fps:128.2 +frame:1.50e+05 wall_t:1170 t:9375 epi:nan +opt_step:27939 lr:0.0003 alpha:0.006738 +2026-02-13 04:44:14 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-10.00 total_reward_ma:-10.00 loss:-8.897 fps:128.3 +frame:1.60e+05 wall_t:1247 t:10000 epi:nan +opt_step:29814 lr:0.0003 alpha:0.006738 +2026-02-13 04:45:30 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-10.00 total_reward_ma:-10.00 loss:-8.241 fps:128.5 +frame:1.70e+05 wall_t:1323 t:10625 epi:nan +opt_step:31689 lr:0.0003 alpha:0.006738 +2026-02-13 04:46:46 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-10.00 total_reward_ma:-10.00 loss:-7.588 fps:128.7 +frame:1.80e+05 wall_t:1399 t:11250 epi:nan +opt_step:33564 lr:0.0003 alpha:0.006738 +2026-02-13 04:48:03 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-10.00 total_reward_ma:-10.00 loss:-6.834 fps:128.8 +frame:1.90e+05 wall_t:1475 t:11875 epi:nan +opt_step:35439 lr:0.0003 alpha:0.006738 +2026-02-13 04:49:18 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-10.00 total_reward_ma:-10.00 loss:-6.266 fps:128.9 +frame:2.00e+05 wall_t:1551 t:12500 epi:nan +opt_step:37314 lr:0.0003 alpha:0.006738 +2026-02-13 04:50:34 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-10.00 total_reward_ma:-10.00 loss:-5.761 fps:129.1 +frame:2.10e+05 wall_t:1627 t:13125 epi:nan +opt_step:39189 lr:0.0003 alpha:0.006738 +2026-02-13 04:51:51 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-10.00 total_reward_ma:-10.00 loss:-5.246 fps:129.2 +frame:2.20e+05 wall_t:1703 t:13750 epi:nan +opt_step:41064 lr:0.0003 alpha:0.006738 +2026-02-13 04:53:07 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-10.00 total_reward_ma:-10.00 loss:-4.82 fps:129.2 +frame:2.30e+05 wall_t:1780 t:14375 epi:nan +opt_step:42939 lr:0.0003 alpha:0.006738 +2026-02-13 04:54:24 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-10.00 total_reward_ma:-10.00 loss:-4.464 fps:129.3 +frame:2.40e+05 wall_t:1856 t:15000 epi:nan +opt_step:44814 lr:0.0003 alpha:0.006738 +2026-02-13 04:55:40 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-10.00 total_reward_ma:-10.00 loss:-4.08 fps:129.3 +frame:2.50e+05 wall_t:1933 t:15625 epi:nan +opt_step:46689 lr:0.0003 alpha:0.006738 +2026-02-13 04:56:56 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-10.00 total_reward_ma:-10.00 loss:-3.72 fps:129.4 +frame:2.60e+05 wall_t:2009 t:16250 epi:nan +opt_step:48564 lr:0.0003 alpha:0.006738 +2026-02-13 04:58:12 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-10.00 total_reward_ma:-10.00 loss:-3.389 fps:129.5 +frame:2.70e+05 wall_t:2085 t:16875 epi:nan +opt_step:50439 lr:0.0003 alpha:0.006738 +2026-02-13 04:59:28 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-10.00 total_reward_ma:-10.00 loss:-3.167 fps:129.6 +frame:2.80e+05 wall_t:2161 t:17500 epi:nan +opt_step:52314 lr:0.0003 alpha:0.006738 +2026-02-13 05:00:45 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-10.00 total_reward_ma:-10.00 loss:-2.899 fps:129.6 +frame:2.90e+05 wall_t:2237 t:18125 epi:nan +opt_step:54189 lr:0.0003 alpha:0.006738 +2026-02-13 05:02:01 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-10.00 total_reward_ma:-10.00 loss:-2.646 fps:129.6 +frame:3.00e+05 wall_t:2314 t:18750 epi:nan +opt_step:56064 lr:0.0003 alpha:0.006738 +2026-02-13 05:03:18 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-10.00 total_reward_ma:-10.00 loss:-2.464 fps:129.7 +frame:3.10e+05 wall_t:2390 t:19375 epi:nan +opt_step:57939 lr:0.0003 alpha:0.006738 +2026-02-13 05:04:35 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-10.00 total_reward_ma:-10.00 loss:-2.249 fps:129.7 +frame:3.20e+05 wall_t:2467 t:20000 epi:nan +opt_step:59814 lr:0.0003 alpha:0.006738 +2026-02-13 05:05:52 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-10.00 total_reward_ma:-10.00 loss:-2.037 fps:129.7 +frame:3.30e+05 wall_t:2544 t:20625 epi:nan +opt_step:61689 lr:0.0003 alpha:0.006738 +2026-02-13 05:07:09 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-10.00 total_reward_ma:-10.00 loss:-1.912 fps:129.7 +frame:3.40e+05 wall_t:2622 t:21250 epi:nan +opt_step:63564 lr:0.0003 alpha:0.006738 +2026-02-13 05:08:25 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-10.00 total_reward_ma:-10.00 loss:-1.745 fps:129.8 +frame:3.50e+05 wall_t:2697 t:21875 epi:nan +opt_step:65439 lr:0.0003 alpha:0.006738 +2026-02-13 05:09:41 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-10.00 total_reward_ma:-10.00 loss:-1.622 fps:129.8 +frame:3.60e+05 wall_t:2774 t:22500 epi:nan +opt_step:67314 lr:0.0003 alpha:0.006738 +2026-02-13 05:10:58 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-10.00 total_reward_ma:-10.00 loss:-1.5 fps:129.8 +frame:3.70e+05 wall_t:2850 t:23125 epi:nan +opt_step:69189 lr:0.0003 alpha:0.006738 +2026-02-13 05:12:14 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-10.00 total_reward_ma:-10.00 loss:-1.368 fps:129.9 +frame:3.80e+05 wall_t:2926 t:23750 epi:nan +opt_step:71064 lr:0.0003 alpha:0.006738 +2026-02-13 05:13:30 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-10.00 total_reward_ma:-10.00 loss:-1.277 fps:129.9 +frame:3.90e+05 wall_t:3002 t:24375 epi:nan +opt_step:72939 lr:0.0003 alpha:0.006738 +2026-02-13 05:14:46 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-10.00 total_reward_ma:-10.00 loss:-1.202 fps:129.9 +frame:4.00e+05 wall_t:3079 t:25000 epi:nan +opt_step:74814 lr:0.0003 alpha:0.006738 +2026-02-13 05:16:02 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-10.00 total_reward_ma:-10.00 loss:-1.129 fps:130 +frame:4.10e+05 wall_t:3155 t:25625 epi:nan +opt_step:76689 lr:0.0003 alpha:0.006738 +2026-02-13 05:17:18 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-10.00 total_reward_ma:-10.00 loss:-1.062 fps:130 +frame:4.20e+05 wall_t:3231 t:26250 epi:nan +opt_step:78564 lr:0.0003 alpha:0.006738 +2026-02-13 05:18:35 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-9.99 total_reward_ma:-10.00 loss:-1.001 fps:130 +frame:4.30e+05 wall_t:3307 t:26875 epi:nan +opt_step:80439 lr:0.0003 alpha:0.006738 +2026-02-13 05:19:51 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-9.99 total_reward_ma:-10.00 loss:-0.9487 fps:130 +frame:4.40e+05 wall_t:3384 t:27500 epi:nan +opt_step:82314 lr:0.0003 alpha:0.006738 +2026-02-13 05:21:07 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-9.99 total_reward_ma:-10.00 loss:-0.906 fps:130.1 +frame:4.50e+05 wall_t:3459 t:28125 epi:nan +opt_step:84189 lr:0.0003 alpha:0.006738 +2026-02-13 05:22:23 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-9.99 total_reward_ma:-10.00 loss:-0.8594 fps:130.1 +frame:4.60e+05 wall_t:3535 t:28750 epi:nan +opt_step:86064 lr:0.0003 alpha:0.006738 +2026-02-13 05:23:39 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-9.99 total_reward_ma:-10.00 loss:-0.7849 fps:130.2 +frame:4.70e+05 wall_t:3611 t:29375 epi:nan +opt_step:87939 lr:0.0003 alpha:0.006738 +2026-02-13 05:24:55 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-9.99 total_reward_ma:-10.00 loss:-0.7612 fps:130.2 +frame:4.80e+05 wall_t:3688 t:30000 epi:nan +opt_step:89814 lr:0.0003 alpha:0.006738 +2026-02-13 05:26:11 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-9.99 total_reward_ma:-10.00 loss:-0.7312 fps:130.2 +frame:4.90e+05 wall_t:3764 t:30625 epi:nan +opt_step:91689 lr:0.0003 alpha:0.006738 +2026-02-13 05:27:28 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-9.98 total_reward_ma:-10.00 loss:-0.6806 fps:130.2 +frame:5.00e+05 wall_t:3840 t:31250 epi:nan +opt_step:93564 lr:0.0003 alpha:0.006738 +2026-02-13 05:28:43 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-9.98 total_reward_ma:-10.00 loss:-0.679 fps:130.2 +frame:5.10e+05 wall_t:3916 t:31875 epi:nan +opt_step:95439 lr:0.0003 alpha:0.006738 +2026-02-13 05:29:59 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-9.98 total_reward_ma:-10.00 loss:-0.638 fps:130.3 +frame:5.20e+05 wall_t:3992 t:32500 epi:nan +opt_step:97314 lr:0.0003 alpha:0.006738 +2026-02-13 05:31:16 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-9.98 total_reward_ma:-10.00 loss:-0.6198 fps:130.3 +frame:5.30e+05 wall_t:4068 t:33125 epi:nan +opt_step:99189 lr:0.0003 alpha:0.006738 +2026-02-13 05:32:32 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-9.98 total_reward_ma:-10.00 loss:-0.5528 fps:130.3 +frame:5.40e+05 wall_t:4144 t:33750 epi:nan +opt_step:101064 lr:0.0003 alpha:0.006738 +2026-02-13 05:33:47 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-9.99 total_reward_ma:-10.00 loss:-0.5516 fps:130.3 +frame:5.50e+05 wall_t:4220 t:34375 epi:nan +opt_step:102939 lr:0.0003 alpha:0.006738 +2026-02-13 05:35:04 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-9.99 total_reward_ma:-10.00 loss:-0.5449 fps:130.4 +frame:5.60e+05 wall_t:4296 t:35000 epi:nan +opt_step:104814 lr:0.0003 alpha:0.006738 +2026-02-13 05:36:20 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-9.98 total_reward_ma:-10.00 loss:-0.4953 fps:130.3 +frame:5.70e+05 wall_t:4373 t:35625 epi:nan +opt_step:106689 lr:0.0003 alpha:0.006738 +2026-02-13 05:37:36 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-9.98 total_reward_ma:-10.00 loss:-0.4891 fps:130.4 +frame:5.80e+05 wall_t:4449 t:36250 epi:nan +opt_step:108564 lr:0.0003 alpha:0.006738 +2026-02-13 05:38:53 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-9.98 total_reward_ma:-10.00 loss:-0.4772 fps:130.4 +frame:5.90e+05 wall_t:4525 t:36875 epi:nan +opt_step:110439 lr:0.0003 alpha:0.006738 +2026-02-13 05:40:09 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-9.98 total_reward_ma:-10.00 loss:-0.4332 fps:130.4 +frame:6.00e+05 wall_t:4602 t:37500 epi:nan +opt_step:112314 lr:0.0003 alpha:0.006738 +2026-02-13 05:41:25 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-9.96 total_reward_ma:-9.99 loss:-0.4613 fps:130.4 +frame:6.10e+05 wall_t:4677 t:38125 epi:nan +opt_step:114189 lr:0.0003 alpha:0.006738 +2026-02-13 05:42:41 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-9.97 total_reward_ma:-9.99 loss:-0.4219 fps:130.4 +frame:6.20e+05 wall_t:4754 t:38750 epi:nan +opt_step:116064 lr:0.0003 alpha:0.006738 +2026-02-13 05:43:57 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-9.97 total_reward_ma:-9.99 loss:-0.4268 fps:130.4 +frame:6.30e+05 wall_t:4830 t:39375 epi:nan +opt_step:117939 lr:0.0003 alpha:0.006738 +2026-02-13 05:45:13 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-9.97 total_reward_ma:-9.99 loss:-0.4118 fps:130.5 +frame:6.40e+05 wall_t:4905 t:40000 epi:nan +opt_step:119814 lr:0.0003 alpha:0.006738 +2026-02-13 05:46:29 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-9.97 total_reward_ma:-9.99 loss:-0.3986 fps:130.5 +frame:6.50e+05 wall_t:4982 t:40625 epi:nan +opt_step:121689 lr:0.0003 alpha:0.006738 +2026-02-13 05:47:45 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-9.97 total_reward_ma:-9.99 loss:-0.3951 fps:130.5 +frame:6.60e+05 wall_t:5057 t:41250 epi:nan +opt_step:123564 lr:0.0003 alpha:0.006738 +2026-02-13 05:49:01 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-9.97 total_reward_ma:-9.99 loss:-0.43 fps:130.5 +frame:6.70e+05 wall_t:5133 t:41875 epi:nan +opt_step:125439 lr:0.0003 alpha:0.006738 +2026-02-13 05:50:17 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-9.97 total_reward_ma:-9.99 loss:-0.4251 fps:130.5 +frame:6.80e+05 wall_t:5210 t:42500 epi:nan +opt_step:127314 lr:0.0003 alpha:0.006738 +2026-02-13 05:51:33 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-9.98 total_reward_ma:-9.99 loss:-0.4141 fps:130.5 +frame:6.90e+05 wall_t:5286 t:43125 epi:nan +opt_step:129189 lr:0.0003 alpha:0.006738 +2026-02-13 05:52:49 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-9.98 total_reward_ma:-9.99 loss:-0.4273 fps:130.6 +frame:7.00e+05 wall_t:5361 t:43750 epi:nan +opt_step:131064 lr:0.0003 alpha:0.006738 +2026-02-13 05:54:04 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-9.97 total_reward_ma:-9.99 loss:-0.4771 fps:130.6 +frame:7.10e+05 wall_t:5437 t:44375 epi:nan +opt_step:132939 lr:0.0003 alpha:0.006738 +2026-02-13 05:55:19 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-9.97 total_reward_ma:-9.99 loss:-0.4888 fps:130.6 +frame:7.20e+05 wall_t:5512 t:45000 epi:nan +opt_step:134814 lr:0.0003 alpha:0.006738 +2026-02-13 05:56:35 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-9.97 total_reward_ma:-9.99 loss:-0.5131 fps:130.7 +frame:7.30e+05 wall_t:5587 t:45625 epi:nan +opt_step:136689 lr:0.0003 alpha:0.006738 +2026-02-13 05:57:51 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-9.99 total_reward_ma:-9.99 loss:-0.5669 fps:130.7 +frame:7.40e+05 wall_t:5663 t:46250 epi:nan +opt_step:138564 lr:0.0003 alpha:0.006738 +2026-02-13 05:59:07 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-9.99 total_reward_ma:-9.99 loss:-0.5566 fps:130.7 +frame:7.50e+05 wall_t:5739 t:46875 epi:nan +opt_step:140439 lr:0.0003 alpha:0.006738 +2026-02-13 06:00:22 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-9.99 total_reward_ma:-9.99 loss:-0.6224 fps:130.7 +frame:7.60e+05 wall_t:5815 t:47500 epi:nan +opt_step:142314 lr:0.0003 alpha:0.006738 +2026-02-13 06:01:38 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-9.99 total_reward_ma:-9.99 loss:-0.6475 fps:130.7 +frame:7.70e+05 wall_t:5891 t:48125 epi:nan +opt_step:144189 lr:0.0003 alpha:0.006738 +2026-02-13 06:02:53 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-9.98 total_reward_ma:-9.99 loss:-0.7006 fps:130.7 +frame:7.80e+05 wall_t:5966 t:48750 epi:nan +opt_step:146064 lr:0.0003 alpha:0.006738 +2026-02-13 06:04:09 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-9.98 total_reward_ma:-9.99 loss:-0.7361 fps:130.8 +frame:7.90e+05 wall_t:6042 t:49375 epi:nan +opt_step:147939 lr:0.0003 alpha:0.006738 +2026-02-13 06:05:25 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-9.97 total_reward_ma:-9.99 loss:-0.7758 fps:130.8 +frame:8.00e+05 wall_t:6117 t:50000 epi:nan +opt_step:149814 lr:0.0003 alpha:0.006738 +2026-02-13 06:06:40 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-9.96 total_reward_ma:-9.99 loss:-0.8226 fps:130.8 +frame:8.10e+05 wall_t:6193 t:50625 epi:nan +opt_step:151689 lr:0.0003 alpha:0.006738 +2026-02-13 06:07:57 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-9.96 total_reward_ma:-9.99 loss:-0.839 fps:130.8 +frame:8.20e+05 wall_t:6269 t:51250 epi:nan +opt_step:153564 lr:0.0003 alpha:0.006738 +2026-02-13 06:09:13 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-9.96 total_reward_ma:-9.99 loss:-0.8769 fps:130.8 +frame:8.30e+05 wall_t:6346 t:51875 epi:nan +opt_step:155439 lr:0.0003 alpha:0.006738 +2026-02-13 06:10:29 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-9.95 total_reward_ma:-9.99 loss:-0.9311 fps:130.8 +frame:8.40e+05 wall_t:6421 t:52500 epi:nan +opt_step:157314 lr:0.0003 alpha:0.006738 +2026-02-13 06:11:44 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-9.96 total_reward_ma:-9.99 loss:-0.9603 fps:130.8 +frame:8.50e+05 wall_t:6497 t:53125 epi:nan +opt_step:159189 lr:0.0003 alpha:0.006738 +2026-02-13 06:13:00 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-9.96 total_reward_ma:-9.99 loss:-0.9942 fps:130.8 +frame:8.60e+05 wall_t:6573 t:53750 epi:nan +opt_step:161064 lr:0.0003 alpha:0.006738 +2026-02-13 06:14:16 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-9.96 total_reward_ma:-9.99 loss:-0.9898 fps:130.9 +frame:8.70e+05 wall_t:6648 t:54375 epi:nan +opt_step:162939 lr:0.0003 alpha:0.006738 +2026-02-13 06:15:32 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-9.96 total_reward_ma:-9.99 loss:-1.057 fps:130.9 +frame:8.80e+05 wall_t:6725 t:55000 epi:nan +opt_step:164814 lr:0.0003 alpha:0.006738 +2026-02-13 06:16:48 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-9.96 total_reward_ma:-9.99 loss:-1.076 fps:130.9 +frame:8.90e+05 wall_t:6800 t:55625 epi:nan +opt_step:166689 lr:0.0003 alpha:0.006738 +2026-02-13 06:18:04 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-9.96 total_reward_ma:-9.99 loss:-1.135 fps:130.9 +frame:9.00e+05 wall_t:6876 t:56250 epi:nan +opt_step:168564 lr:0.0003 alpha:0.006767 +2026-02-13 06:19:19 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-9.95 total_reward_ma:-9.99 loss:-1.153 fps:130.9 +frame:9.10e+05 wall_t:6952 t:56875 epi:nan +opt_step:170439 lr:0.0003 alpha:0.006738 +2026-02-13 06:20:35 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-9.96 total_reward_ma:-9.99 loss:-1.148 fps:130.9 +frame:9.20e+05 wall_t:7028 t:57500 epi:nan +opt_step:172314 lr:0.0003 alpha:0.006742 +2026-02-13 06:21:51 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-9.95 total_reward_ma:-9.99 loss:-1.192 fps:130.9 +frame:9.30e+05 wall_t:7104 t:58125 epi:nan +opt_step:174189 lr:0.0003 alpha:0.006738 +2026-02-13 06:23:07 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-9.94 total_reward_ma:-9.99 loss:-1.163 fps:130.9 +frame:9.40e+05 wall_t:7179 t:58750 epi:nan +opt_step:176064 lr:0.0003 alpha:0.006738 +2026-02-13 06:24:23 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-9.95 total_reward_ma:-9.98 loss:-1.183 fps:130.9 +frame:9.50e+05 wall_t:7256 t:59375 epi:nan +opt_step:177939 lr:0.0003 alpha:0.006738 +2026-02-13 06:25:39 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-9.95 total_reward_ma:-9.98 loss:-1.243 fps:130.9 +frame:9.60e+05 wall_t:7332 t:60000 epi:nan +opt_step:179814 lr:0.0003 alpha:0.006738 +2026-02-13 06:26:55 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-9.94 total_reward_ma:-9.98 loss:-1.238 fps:131 +frame:9.70e+05 wall_t:7407 t:60625 epi:nan +opt_step:181689 lr:0.0003 alpha:0.006738 +2026-02-13 06:28:11 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-9.94 total_reward_ma:-9.98 loss:-1.254 fps:130.9 +frame:9.80e+05 wall_t:7484 t:61250 epi:nan +opt_step:183564 lr:0.0003 alpha:0.006741 +2026-02-13 06:29:27 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-9.95 total_reward_ma:-9.98 loss:-1.295 fps:131 +frame:9.90e+05 wall_t:7560 t:61875 epi:nan +opt_step:185439 lr:0.0003 alpha:0.006738 +2026-02-13 06:30:44 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-9.95 total_reward_ma:-9.98 loss:-1.283 fps:131 +frame:1.00e+06 wall_t:7636 t:62500 epi:nan +opt_step:187314 lr:0.0003 alpha:0.006738 +2026-02-13 06:32:00 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-9.95 total_reward_ma:-9.98 loss:-1.289 fps:131 +frame:1.01e+06 wall_t:7712 t:63125 epi:nan +opt_step:189189 lr:0.0003 alpha:0.006738 +2026-02-13 06:33:15 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-9.95 total_reward_ma:-9.98 loss:-1.294 fps:131 +frame:1.02e+06 wall_t:7788 t:63750 epi:nan +opt_step:191064 lr:0.0003 alpha:0.006738 +2026-02-13 06:34:31 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-9.95 total_reward_ma:-9.98 loss:-1.307 fps:131 +frame:1.03e+06 wall_t:7864 t:64375 epi:nan +opt_step:192939 lr:0.0003 alpha:0.006738 +2026-02-13 06:35:47 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-9.94 total_reward_ma:-9.98 loss:-1.293 fps:131 +frame:1.04e+06 wall_t:7939 t:65000 epi:nan +opt_step:194814 lr:0.0003 alpha:0.006738 +2026-02-13 06:37:03 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-9.94 total_reward_ma:-9.98 loss:-1.281 fps:131 +frame:1.05e+06 wall_t:8016 t:65625 epi:nan +opt_step:196689 lr:0.0003 alpha:0.006738 +2026-02-13 06:38:19 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-9.95 total_reward_ma:-9.98 loss:-1.309 fps:131 +frame:1.06e+06 wall_t:8091 t:66250 epi:nan +opt_step:198564 lr:0.0003 alpha:0.006738 +2026-02-13 06:39:35 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-9.96 total_reward_ma:-9.98 loss:-1.347 fps:131 +frame:1.07e+06 wall_t:8167 t:66875 epi:nan +opt_step:200439 lr:0.0003 alpha:0.006738 +2026-02-13 06:40:51 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-9.96 total_reward_ma:-9.98 loss:-1.337 fps:131 +frame:1.08e+06 wall_t:8243 t:67500 epi:nan +opt_step:202314 lr:0.0003 alpha:0.006738 +2026-02-13 06:42:07 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-9.96 total_reward_ma:-9.98 loss:-1.32 fps:131 +frame:1.09e+06 wall_t:8320 t:68125 epi:nan +opt_step:204189 lr:0.0003 alpha:0.006738 +2026-02-13 06:43:24 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-9.94 total_reward_ma:-9.98 loss:-1.334 fps:131 +frame:1.10e+06 wall_t:8396 t:68750 epi:nan +opt_step:206064 lr:0.0003 alpha:0.006738 +2026-02-13 06:44:39 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-9.95 total_reward_ma:-9.98 loss:-1.363 fps:131 +frame:1.11e+06 wall_t:8472 t:69375 epi:nan +opt_step:207939 lr:0.0003 alpha:0.006738 +2026-02-13 06:45:55 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-9.96 total_reward_ma:-9.98 loss:-1.334 fps:131 +frame:1.12e+06 wall_t:8548 t:70000 epi:nan +opt_step:209814 lr:0.0003 alpha:0.006738 +2026-02-13 06:47:11 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-9.95 total_reward_ma:-9.98 loss:-1.35 fps:131 +frame:1.13e+06 wall_t:8624 t:70625 epi:nan +opt_step:211689 lr:0.0003 alpha:0.006738 +2026-02-13 06:48:27 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-9.94 total_reward_ma:-9.98 loss:-1.318 fps:131 +frame:1.14e+06 wall_t:8700 t:71250 epi:nan +opt_step:213564 lr:0.0003 alpha:0.006738 +2026-02-13 06:49:44 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-9.93 total_reward_ma:-9.98 loss:-1.314 fps:131 +frame:1.15e+06 wall_t:8776 t:71875 epi:nan +opt_step:215439 lr:0.0003 alpha:0.006738 +2026-02-13 06:51:00 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-9.92 total_reward_ma:-9.97 loss:-1.307 fps:131 +frame:1.16e+06 wall_t:8852 t:72500 epi:nan +opt_step:217314 lr:0.0003 alpha:0.006738 +2026-02-13 06:52:16 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-9.92 total_reward_ma:-9.97 loss:-1.311 fps:131 +frame:1.17e+06 wall_t:8928 t:73125 epi:nan +opt_step:219189 lr:0.0003 alpha:0.006738 +2026-02-13 06:53:32 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-9.92 total_reward_ma:-9.97 loss:-1.31 fps:131 +frame:1.18e+06 wall_t:9005 t:73750 epi:nan +opt_step:221064 lr:0.0003 alpha:0.006738 +2026-02-13 06:54:48 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-9.92 total_reward_ma:-9.97 loss:-1.284 fps:131 +frame:1.19e+06 wall_t:9081 t:74375 epi:nan +opt_step:222939 lr:0.0003 alpha:0.006738 +2026-02-13 06:56:04 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-9.93 total_reward_ma:-9.97 loss:-1.309 fps:131 +frame:1.20e+06 wall_t:9157 t:75000 epi:nan +opt_step:224814 lr:0.0003 alpha:0.006738 +2026-02-13 06:57:20 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-9.93 total_reward_ma:-9.97 loss:-1.302 fps:131.1 +frame:1.21e+06 wall_t:9232 t:75625 epi:nan +opt_step:226689 lr:0.0003 alpha:0.006738 +2026-02-13 06:58:36 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-9.93 total_reward_ma:-9.97 loss:-1.29 fps:131.1 +frame:1.22e+06 wall_t:9308 t:76250 epi:nan +opt_step:228564 lr:0.0003 alpha:0.006738 +2026-02-13 06:59:52 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-9.93 total_reward_ma:-9.97 loss:-1.304 fps:131.1 +frame:1.23e+06 wall_t:9385 t:76875 epi:nan +opt_step:230439 lr:0.0003 alpha:0.006738 +2026-02-13 07:01:07 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-9.91 total_reward_ma:-9.97 loss:-1.3 fps:131.1 +frame:1.24e+06 wall_t:9460 t:77500 epi:nan +opt_step:232314 lr:0.0003 alpha:0.006738 +2026-02-13 07:02:23 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-9.92 total_reward_ma:-9.97 loss:-1.283 fps:131.1 +frame:1.25e+06 wall_t:9536 t:78125 epi:nan +opt_step:234189 lr:0.0003 alpha:0.006738 +2026-02-13 07:03:39 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-9.93 total_reward_ma:-9.97 loss:-1.273 fps:131.1 +frame:1.26e+06 wall_t:9612 t:78750 epi:nan +opt_step:236064 lr:0.0003 alpha:0.006738 +2026-02-13 07:04:55 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-9.93 total_reward_ma:-9.97 loss:-1.254 fps:131.1 +frame:1.27e+06 wall_t:9688 t:79375 epi:nan +opt_step:237939 lr:0.0003 alpha:0.006738 +2026-02-13 07:06:11 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-9.94 total_reward_ma:-9.97 loss:-1.273 fps:131.1 +frame:1.28e+06 wall_t:9764 t:80000 epi:nan +opt_step:239814 lr:0.0003 alpha:0.006738 +2026-02-13 07:07:27 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-9.92 total_reward_ma:-9.96 loss:-1.244 fps:131.1 +frame:1.29e+06 wall_t:9840 t:80625 epi:nan +opt_step:241689 lr:0.0003 alpha:0.006738 +2026-02-13 07:08:43 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-9.94 total_reward_ma:-9.96 loss:-1.276 fps:131.1 +frame:1.30e+06 wall_t:9915 t:81250 epi:nan +opt_step:243564 lr:0.0003 alpha:0.006738 +2026-02-13 07:09:59 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-9.95 total_reward_ma:-9.96 loss:-1.232 fps:131.1 +frame:1.31e+06 wall_t:9991 t:81875 epi:nan +opt_step:245439 lr:0.0003 alpha:0.006738 +2026-02-13 07:11:15 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-9.93 total_reward_ma:-9.96 loss:-1.224 fps:131.1 +frame:1.32e+06 wall_t:10067 t:82500 epi:nan +opt_step:247314 lr:0.0003 alpha:0.006738 +2026-02-13 07:12:31 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-9.93 total_reward_ma:-9.96 loss:-1.22 fps:131.1 +frame:1.33e+06 wall_t:10144 t:83125 epi:nan +opt_step:249189 lr:0.0003 alpha:0.006738 +2026-02-13 07:13:47 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-9.93 total_reward_ma:-9.96 loss:-1.189 fps:131.1 +frame:1.34e+06 wall_t:10220 t:83750 epi:nan +opt_step:251064 lr:0.0003 alpha:0.006738 +2026-02-13 07:15:03 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-9.92 total_reward_ma:-9.96 loss:-1.169 fps:131.1 +frame:1.35e+06 wall_t:10295 t:84375 epi:nan +opt_step:252939 lr:0.0003 alpha:0.006738 +2026-02-13 07:16:18 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-9.92 total_reward_ma:-9.96 loss:-1.202 fps:131.1 +frame:1.36e+06 wall_t:10371 t:85000 epi:nan +opt_step:254814 lr:0.0003 alpha:0.006738 +2026-02-13 07:17:34 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-9.92 total_reward_ma:-9.96 loss:-1.182 fps:131.2 +frame:1.37e+06 wall_t:10446 t:85625 epi:nan +opt_step:256689 lr:0.0003 alpha:0.006738 +2026-02-13 07:18:50 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-9.90 total_reward_ma:-9.96 loss:-1.194 fps:131.1 +frame:1.38e+06 wall_t:10523 t:86250 epi:nan +opt_step:258564 lr:0.0003 alpha:0.006738 +2026-02-13 07:20:06 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-9.90 total_reward_ma:-9.96 loss:-1.188 fps:131.2 +frame:1.39e+06 wall_t:10598 t:86875 epi:nan +opt_step:260439 lr:0.0003 alpha:0.006738 +2026-02-13 07:21:22 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-9.89 total_reward_ma:-9.96 loss:-1.16 fps:131.2 +frame:1.40e+06 wall_t:10674 t:87500 epi:nan +opt_step:262314 lr:0.0003 alpha:0.006738 +2026-02-13 07:22:37 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-9.89 total_reward_ma:-9.96 loss:-1.178 fps:131.2 +frame:1.41e+06 wall_t:10750 t:88125 epi:nan +opt_step:264189 lr:0.0003 alpha:0.006738 +2026-02-13 07:23:52 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-9.87 total_reward_ma:-9.95 loss:-1.145 fps:131.2 +frame:1.42e+06 wall_t:10825 t:88750 epi:nan +opt_step:266064 lr:0.0003 alpha:0.006738 +2026-02-13 07:25:08 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-9.85 total_reward_ma:-9.95 loss:-1.172 fps:131.2 +frame:1.43e+06 wall_t:10900 t:89375 epi:nan +opt_step:267939 lr:0.0003 alpha:0.006738 +2026-02-13 07:26:23 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-9.86 total_reward_ma:-9.95 loss:-1.161 fps:131.2 +frame:1.44e+06 wall_t:10976 t:90000 epi:nan +opt_step:269814 lr:0.0003 alpha:0.006738 +2026-02-13 07:27:39 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-9.87 total_reward_ma:-9.95 loss:-1.183 fps:131.2 +frame:1.45e+06 wall_t:11051 t:90625 epi:nan +opt_step:271689 lr:0.0003 alpha:0.006738 +2026-02-13 07:28:55 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-9.87 total_reward_ma:-9.95 loss:-1.152 fps:131.2 +frame:1.46e+06 wall_t:11127 t:91250 epi:nan +opt_step:273564 lr:0.0003 alpha:0.006738 +2026-02-13 07:30:11 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-9.89 total_reward_ma:-9.95 loss:-1.127 fps:131.2 +frame:1.47e+06 wall_t:11203 t:91875 epi:nan +opt_step:275439 lr:0.0003 alpha:0.006738 +2026-02-13 07:31:27 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-9.89 total_reward_ma:-9.95 loss:-1.128 fps:131.2 +frame:1.48e+06 wall_t:11279 t:92500 epi:nan +opt_step:277314 lr:0.0003 alpha:0.006738 +2026-02-13 07:32:43 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-9.88 total_reward_ma:-9.95 loss:-1.125 fps:131.2 +frame:1.49e+06 wall_t:11356 t:93125 epi:nan +opt_step:279189 lr:0.0003 alpha:0.006738 +2026-02-13 07:33:59 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-9.87 total_reward_ma:-9.94 loss:-1.113 fps:131.2 +frame:1.50e+06 wall_t:11431 t:93750 epi:nan +opt_step:281064 lr:0.0003 alpha:0.006738 +2026-02-13 07:35:15 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-9.88 total_reward_ma:-9.94 loss:-1.12 fps:131.2 +frame:1.51e+06 wall_t:11507 t:94375 epi:nan +opt_step:282939 lr:0.0003 alpha:0.006738 +2026-02-13 07:36:31 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-9.88 total_reward_ma:-9.94 loss:-1.085 fps:131.2 +frame:1.52e+06 wall_t:11584 t:95000 epi:nan +opt_step:284814 lr:0.0003 alpha:0.006738 +2026-02-13 07:37:48 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-9.88 total_reward_ma:-9.94 loss:-1.104 fps:131.2 +frame:1.53e+06 wall_t:11660 t:95625 epi:nan +opt_step:286689 lr:0.0003 alpha:0.006738 +2026-02-13 07:39:03 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-9.90 total_reward_ma:-9.94 loss:-1.107 fps:131.2 +frame:1.54e+06 wall_t:11736 t:96250 epi:nan +opt_step:288564 lr:0.0003 alpha:0.006738 +2026-02-13 07:40:20 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-9.92 total_reward_ma:-9.94 loss:-1.106 fps:131.2 +frame:1.55e+06 wall_t:11812 t:96875 epi:nan +opt_step:290439 lr:0.0003 alpha:0.006738 +2026-02-13 07:41:38 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-9.92 total_reward_ma:-9.94 loss:-1.118 fps:131.2 +frame:1.56e+06 wall_t:11890 t:97500 epi:nan +opt_step:292314 lr:0.0003 alpha:0.006738 +2026-02-13 07:42:54 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-9.93 total_reward_ma:-9.94 loss:-1.093 fps:131.2 +frame:1.57e+06 wall_t:11966 t:98125 epi:nan +opt_step:294189 lr:0.0003 alpha:0.006738 +2026-02-13 07:44:10 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-9.95 total_reward_ma:-9.94 loss:-1.123 fps:131.2 +frame:1.58e+06 wall_t:12042 t:98750 epi:nan +opt_step:296064 lr:0.0003 alpha:0.006738 +2026-02-13 07:45:26 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-9.94 total_reward_ma:-9.94 loss:-1.105 fps:131.2 +frame:1.59e+06 wall_t:12118 t:99375 epi:nan +opt_step:297939 lr:0.0003 alpha:0.006738 +2026-02-13 07:46:42 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-9.93 total_reward_ma:-9.94 loss:-1.083 fps:131.2 +frame:1.60e+06 wall_t:12195 t:100000 epi:nan +opt_step:299814 lr:0.0003 alpha:0.006738 +2026-02-13 07:47:59 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-9.92 total_reward_ma:-9.94 loss:-1.07 fps:131.2 +frame:1.61e+06 wall_t:12271 t:100625 epi:nan +opt_step:301689 lr:0.0003 alpha:0.006738 +2026-02-13 07:49:16 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-9.91 total_reward_ma:-9.94 loss:-1.067 fps:131.2 +frame:1.62e+06 wall_t:12349 t:101250 epi:nan +opt_step:303564 lr:0.0003 alpha:0.006738 +2026-02-13 07:50:33 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-9.88 total_reward_ma:-9.94 loss:-1.077 fps:131.2 +frame:1.63e+06 wall_t:12425 t:101875 epi:nan +opt_step:305439 lr:0.0003 alpha:0.006738 +2026-02-13 07:51:49 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-9.88 total_reward_ma:-9.93 loss:-1.068 fps:131.2 +frame:1.64e+06 wall_t:12501 t:102500 epi:nan +opt_step:307314 lr:0.0003 alpha:0.006738 +2026-02-13 07:53:05 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-9.90 total_reward_ma:-9.93 loss:-1.077 fps:131.2 +frame:1.65e+06 wall_t:12577 t:103125 epi:nan +opt_step:309189 lr:0.0003 alpha:0.006738 +2026-02-13 07:54:20 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-9.88 total_reward_ma:-9.93 loss:-1.061 fps:131.2 +frame:1.66e+06 wall_t:12653 t:103750 epi:nan +opt_step:311064 lr:0.0003 alpha:0.006738 +2026-02-13 07:55:36 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-9.89 total_reward_ma:-9.93 loss:-1.064 fps:131.2 +frame:1.67e+06 wall_t:12728 t:104375 epi:nan +opt_step:312939 lr:0.0003 alpha:0.006738 +2026-02-13 07:56:52 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-9.88 total_reward_ma:-9.93 loss:-1.051 fps:131.2 +frame:1.68e+06 wall_t:12804 t:105000 epi:nan +opt_step:314814 lr:0.0003 alpha:0.006738 +2026-02-13 07:58:07 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-9.87 total_reward_ma:-9.93 loss:-1.066 fps:131.2 +frame:1.69e+06 wall_t:12880 t:105625 epi:nan +opt_step:316689 lr:0.0003 alpha:0.006738 +2026-02-13 07:59:23 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-9.88 total_reward_ma:-9.93 loss:-1.062 fps:131.2 +frame:1.70e+06 wall_t:12956 t:106250 epi:nan +opt_step:318564 lr:0.0003 alpha:0.006738 +2026-02-13 08:00:40 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-9.88 total_reward_ma:-9.93 loss:-1.065 fps:131.2 +frame:1.71e+06 wall_t:13032 t:106875 epi:nan +opt_step:320439 lr:0.0003 alpha:0.006738 +2026-02-13 08:01:56 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-9.86 total_reward_ma:-9.93 loss:-1.054 fps:131.2 +frame:1.72e+06 wall_t:13109 t:107500 epi:nan +opt_step:322314 lr:0.0003 alpha:0.006738 +2026-02-13 08:03:13 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-9.86 total_reward_ma:-9.93 loss:-1.084 fps:131.2 +frame:1.73e+06 wall_t:13185 t:108125 epi:nan +opt_step:324189 lr:0.0003 alpha:0.006738 +2026-02-13 08:04:29 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-9.85 total_reward_ma:-9.92 loss:-1.048 fps:131.2 +frame:1.74e+06 wall_t:13262 t:108750 epi:nan +opt_step:326064 lr:0.0003 alpha:0.006738 +2026-02-13 08:05:45 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-9.87 total_reward_ma:-9.92 loss:-1.043 fps:131.2 +frame:1.75e+06 wall_t:13337 t:109375 epi:nan +opt_step:327939 lr:0.0003 alpha:0.006738 +2026-02-13 08:07:00 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-9.87 total_reward_ma:-9.92 loss:-1.061 fps:131.2 +frame:1.76e+06 wall_t:13413 t:110000 epi:nan +opt_step:329814 lr:0.0003 alpha:0.006738 +2026-02-13 08:08:17 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-9.88 total_reward_ma:-9.92 loss:-1 fps:131.2 +frame:1.77e+06 wall_t:13489 t:110625 epi:nan +opt_step:331689 lr:0.0003 alpha:0.006738 +2026-02-13 08:09:33 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-9.88 total_reward_ma:-9.92 loss:-1.005 fps:131.2 +frame:1.78e+06 wall_t:13566 t:111250 epi:nan +opt_step:333564 lr:0.0003 alpha:0.006738 +2026-02-13 08:10:49 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-9.90 total_reward_ma:-9.92 loss:-0.9977 fps:131.2 +frame:1.79e+06 wall_t:13641 t:111875 epi:nan +opt_step:335439 lr:0.0003 alpha:0.006738 +2026-02-13 08:12:05 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-9.87 total_reward_ma:-9.92 loss:-0.9969 fps:131.2 +frame:1.80e+06 wall_t:13717 t:112500 epi:nan +opt_step:337314 lr:0.0003 alpha:0.006738 +2026-02-13 08:13:21 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-9.86 total_reward_ma:-9.92 loss:-1.017 fps:131.2 +frame:1.81e+06 wall_t:13794 t:113125 epi:nan +opt_step:339189 lr:0.0003 alpha:0.006738 +2026-02-13 08:14:39 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-9.88 total_reward_ma:-9.92 loss:-1.014 fps:131.2 +frame:1.82e+06 wall_t:13871 t:113750 epi:nan +opt_step:341064 lr:0.0003 alpha:0.006738 +2026-02-13 08:15:54 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-9.87 total_reward_ma:-9.92 loss:-0.9926 fps:131.2 +frame:1.83e+06 wall_t:13947 t:114375 epi:nan +opt_step:342939 lr:0.0003 alpha:0.006738 +2026-02-13 08:17:11 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-9.88 total_reward_ma:-9.92 loss:-1.013 fps:131.2 +frame:1.84e+06 wall_t:14023 t:115000 epi:nan +opt_step:344814 lr:0.0003 alpha:0.006738 +2026-02-13 08:18:27 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-9.89 total_reward_ma:-9.91 loss:-1.001 fps:131.2 +frame:1.85e+06 wall_t:14100 t:115625 epi:nan +opt_step:346689 lr:0.0003 alpha:0.006738 +2026-02-13 08:19:43 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-9.89 total_reward_ma:-9.91 loss:-1.031 fps:131.2 +frame:1.86e+06 wall_t:14176 t:116250 epi:nan +opt_step:348564 lr:0.0003 alpha:0.006738 +2026-02-13 08:20:59 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-9.89 total_reward_ma:-9.91 loss:-1.014 fps:131.2 +frame:1.87e+06 wall_t:14252 t:116875 epi:nan +opt_step:350439 lr:0.0003 alpha:0.006738 +2026-02-13 08:22:15 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-9.90 total_reward_ma:-9.91 loss:-1.004 fps:131.2 +frame:1.88e+06 wall_t:14328 t:117500 epi:nan +opt_step:352314 lr:0.0003 alpha:0.006738 +2026-02-13 08:23:31 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-9.90 total_reward_ma:-9.91 loss:-0.9869 fps:131.2 +frame:1.89e+06 wall_t:14404 t:118125 epi:nan +opt_step:354189 lr:0.0003 alpha:0.006738 +2026-02-13 08:24:48 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-9.88 total_reward_ma:-9.91 loss:-0.9773 fps:131.2 +frame:1.90e+06 wall_t:14480 t:118750 epi:nan +opt_step:356064 lr:0.0003 alpha:0.006738 +2026-02-13 08:26:04 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-9.88 total_reward_ma:-9.91 loss:-1.017 fps:131.2 +frame:1.91e+06 wall_t:14556 t:119375 epi:nan +opt_step:357939 lr:0.0003 alpha:0.006738 +2026-02-13 08:27:20 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-9.89 total_reward_ma:-9.91 loss:-1.031 fps:131.2 +frame:1.92e+06 wall_t:14632 t:120000 epi:nan +opt_step:359814 lr:0.0003 alpha:0.006738 +2026-02-13 08:28:36 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-9.88 total_reward_ma:-9.91 loss:-1.006 fps:131.2 +frame:1.93e+06 wall_t:14708 t:120625 epi:nan +opt_step:361689 lr:0.0003 alpha:0.006738 +2026-02-13 08:29:52 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-9.87 total_reward_ma:-9.91 loss:-0.9876 fps:131.2 +frame:1.94e+06 wall_t:14784 t:121250 epi:nan +opt_step:363564 lr:0.0003 alpha:0.006738 +2026-02-13 08:31:08 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-9.87 total_reward_ma:-9.91 loss:-0.9984 fps:131.2 +frame:1.95e+06 wall_t:14861 t:121875 epi:nan +opt_step:365439 lr:0.0003 alpha:0.006738 +2026-02-13 08:32:24 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-9.89 total_reward_ma:-9.91 loss:-0.9971 fps:131.2 +frame:1.96e+06 wall_t:14936 t:122500 epi:nan +opt_step:367314 lr:0.0003 alpha:0.006738 +2026-02-13 08:33:41 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-9.89 total_reward_ma:-9.91 loss:-0.9984 fps:131.2 +frame:1.97e+06 wall_t:15013 t:123125 epi:nan +opt_step:369189 lr:0.0003 alpha:0.006738 +2026-02-13 08:34:57 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-9.88 total_reward_ma:-9.91 loss:-0.9937 fps:131.2 +frame:1.98e+06 wall_t:15089 t:123750 epi:nan +opt_step:371064 lr:0.0003 alpha:0.006738 +2026-02-13 08:36:13 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-9.87 total_reward_ma:-9.90 loss:-1.017 fps:131.2 +frame:1.99e+06 wall_t:15165 t:124375 epi:nan +opt_step:372939 lr:0.0003 alpha:0.006738 +2026-02-13 08:37:08 | INFO | PID:1377 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_surround_t0_s0 [train] +total_reward:-9.87 total_reward_ma:-9.90 loss:-1.011 fps:131.4 +frame:2.00e+06 wall_t:15220 t:125000 epi:nan +opt_step:374814 lr:0.0003 alpha:0.006738 +2026-02-13 08:37:08 | INFO | PID:1377 | slm_lab.lib.logger:info | Session 0 done diff --git a/data/sac_atari_surround_2026_02_13_042319/log/sac_atari_surround_t0_s1.log b/data/sac_atari_surround_2026_02_13_042319/log/sac_atari_surround_t0_s1.log new file mode 100644 index 0000000000000000000000000000000000000000..12582e1645e71ddad0cdd56e7cbc4a1b3e60c0bc --- /dev/null +++ b/data/sac_atari_surround_2026_02_13_042319/log/sac_atari_surround_t0_s1.log @@ -0,0 +1,802 @@ +2026-02-13 04:23:24 | INFO | PID:1378 | slm_lab.env:_make_vector_env | AtariVectorEnv: 16 envs, native preprocessing +2026-02-13 04:25:11 | INFO | PID:1378 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:nan total_reward_ma:nan loss:-11.97 fps:96.15 +frame:1.00e+04 wall_t:104 t:625 epi:nan +opt_step:1689 lr:0.0003 alpha:0.6301 +2026-02-13 04:26:27 | INFO | PID:1378 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-10.00 total_reward_ma:-10.00 loss:-17.08 fps:111.1 +frame:2.00e+04 wall_t:180 t:1250 epi:nan +opt_step:3564 lr:0.0003 alpha:0.4029 +2026-02-13 04:27:43 | INFO | PID:1378 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-10.00 total_reward_ma:-10.00 loss:-19.4 fps:117.2 +frame:3.00e+04 wall_t:256 t:1875 epi:nan +opt_step:5439 lr:0.0003 alpha:0.2639 +2026-02-13 04:29:00 | INFO | PID:1378 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-10.00 total_reward_ma:-10.00 loss:-20.41 fps:120.1 +frame:4.00e+04 wall_t:333 t:2500 epi:nan +opt_step:7314 lr:0.0003 alpha:0.1743 +2026-02-13 04:30:16 | INFO | PID:1378 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-10.00 total_reward_ma:-10.00 loss:-20.38 fps:122.2 +frame:5.00e+04 wall_t:409 t:3125 epi:nan +opt_step:9189 lr:0.0003 alpha:0.1155 +2026-02-13 04:31:32 | INFO | PID:1378 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-9.98 total_reward_ma:-10.00 loss:-19.38 fps:123.7 +frame:6.00e+04 wall_t:485 t:3750 epi:nan +opt_step:11064 lr:0.0003 alpha:0.07675 +2026-02-13 04:32:48 | INFO | PID:1378 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-9.98 total_reward_ma:-9.99 loss:-18.76 fps:124.8 +frame:7.00e+04 wall_t:561 t:4375 epi:nan +opt_step:12939 lr:0.0003 alpha:0.0511 +2026-02-13 04:34:05 | INFO | PID:1378 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-9.98 total_reward_ma:-9.99 loss:-17.6 fps:125.4 +frame:8.00e+04 wall_t:638 t:5000 epi:nan +opt_step:14814 lr:0.0003 alpha:0.0341 +2026-02-13 04:35:21 | INFO | PID:1378 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-9.99 total_reward_ma:-9.99 loss:-16.3 fps:126.1 +frame:9.00e+04 wall_t:714 t:5625 epi:nan +opt_step:16689 lr:0.0003 alpha:0.02281 +2026-02-13 04:36:36 | INFO | PID:1378 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-9.99 total_reward_ma:-9.99 loss:-15.16 fps:126.7 +frame:1.00e+05 wall_t:789 t:6250 epi:nan +opt_step:18564 lr:0.0003 alpha:0.01533 +2026-02-13 04:37:52 | INFO | PID:1378 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-9.98 total_reward_ma:-9.99 loss:-13.99 fps:127.2 +frame:1.10e+05 wall_t:865 t:6875 epi:nan +opt_step:20439 lr:0.0003 alpha:0.01033 +2026-02-13 04:39:08 | INFO | PID:1378 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-9.98 total_reward_ma:-9.99 loss:-12.68 fps:127.7 +frame:1.20e+05 wall_t:940 t:7500 epi:nan +opt_step:22314 lr:0.0003 alpha:0.007022 +2026-02-13 04:40:25 | INFO | PID:1378 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-9.98 total_reward_ma:-9.99 loss:-11.73 fps:127.7 +frame:1.30e+05 wall_t:1018 t:8125 epi:nan +opt_step:24189 lr:0.0003 alpha:0.006738 +2026-02-13 04:41:41 | INFO | PID:1378 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-9.98 total_reward_ma:-9.99 loss:-10.71 fps:128 +frame:1.40e+05 wall_t:1094 t:8750 epi:nan +opt_step:26064 lr:0.0003 alpha:0.006738 +2026-02-13 04:42:57 | INFO | PID:1378 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-9.97 total_reward_ma:-9.99 loss:-9.812 fps:128.2 +frame:1.50e+05 wall_t:1170 t:9375 epi:nan +opt_step:27939 lr:0.0003 alpha:0.006738 +2026-02-13 04:44:13 | INFO | PID:1378 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-9.97 total_reward_ma:-9.99 loss:-8.953 fps:128.4 +frame:1.60e+05 wall_t:1246 t:10000 epi:nan +opt_step:29814 lr:0.0003 alpha:0.006738 +2026-02-13 04:45:29 | INFO | PID:1378 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-9.97 total_reward_ma:-9.98 loss:-8.279 fps:128.6 +frame:1.70e+05 wall_t:1322 t:10625 epi:nan +opt_step:31689 lr:0.0003 alpha:0.006738 +2026-02-13 04:46:45 | INFO | PID:1378 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-9.98 total_reward_ma:-9.98 loss:-7.439 fps:128.8 +frame:1.80e+05 wall_t:1398 t:11250 epi:nan +opt_step:33564 lr:0.0003 alpha:0.006738 +2026-02-13 04:48:01 | INFO | PID:1378 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-9.98 total_reward_ma:-9.98 loss:-6.822 fps:128.9 +frame:1.90e+05 wall_t:1474 t:11875 epi:nan +opt_step:35439 lr:0.0003 alpha:0.006738 +2026-02-13 04:49:18 | INFO | PID:1378 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-9.98 total_reward_ma:-9.98 loss:-6.261 fps:129 +frame:2.00e+05 wall_t:1550 t:12500 epi:nan +opt_step:37314 lr:0.0003 alpha:0.006738 +2026-02-13 04:50:33 | INFO | PID:1378 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-9.98 total_reward_ma:-9.98 loss:-5.607 fps:129.2 +frame:2.10e+05 wall_t:1625 t:13125 epi:nan +opt_step:39189 lr:0.0003 alpha:0.006738 +2026-02-13 04:51:48 | INFO | PID:1378 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-9.98 total_reward_ma:-9.98 loss:-5.157 fps:129.3 +frame:2.20e+05 wall_t:1701 t:13750 epi:nan +opt_step:41064 lr:0.0003 alpha:0.006738 +2026-02-13 04:53:04 | INFO | PID:1378 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-9.99 total_reward_ma:-9.98 loss:-4.717 fps:129.4 +frame:2.30e+05 wall_t:1777 t:14375 epi:nan +opt_step:42939 lr:0.0003 alpha:0.006738 +2026-02-13 04:54:19 | INFO | PID:1378 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-9.99 total_reward_ma:-9.98 loss:-4.406 fps:129.6 +frame:2.40e+05 wall_t:1852 t:15000 epi:nan +opt_step:44814 lr:0.0003 alpha:0.006738 +2026-02-13 04:55:35 | INFO | PID:1378 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-9.99 total_reward_ma:-9.98 loss:-3.796 fps:129.7 +frame:2.50e+05 wall_t:1928 t:15625 epi:nan +opt_step:46689 lr:0.0003 alpha:0.006738 +2026-02-13 04:56:51 | INFO | PID:1378 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-9.99 total_reward_ma:-9.98 loss:-3.531 fps:129.7 +frame:2.60e+05 wall_t:2004 t:16250 epi:nan +opt_step:48564 lr:0.0003 alpha:0.006738 +2026-02-13 04:58:07 | INFO | PID:1378 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-10.00 total_reward_ma:-9.98 loss:-3.157 fps:129.8 +frame:2.70e+05 wall_t:2080 t:16875 epi:nan +opt_step:50439 lr:0.0003 alpha:0.006738 +2026-02-13 04:59:23 | INFO | PID:1378 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-9.99 total_reward_ma:-9.99 loss:-2.958 fps:129.9 +frame:2.80e+05 wall_t:2155 t:17500 epi:nan +opt_step:52314 lr:0.0003 alpha:0.006738 +2026-02-13 05:00:39 | INFO | PID:1378 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-9.99 total_reward_ma:-9.99 loss:-2.803 fps:129.9 +frame:2.90e+05 wall_t:2232 t:18125 epi:nan +opt_step:54189 lr:0.0003 alpha:0.006738 +2026-02-13 05:01:54 | INFO | PID:1378 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-9.98 total_reward_ma:-9.99 loss:-2.637 fps:130 +frame:3.00e+05 wall_t:2307 t:18750 epi:nan +opt_step:56064 lr:0.0003 alpha:0.006738 +2026-02-13 05:03:10 | INFO | PID:1378 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-9.98 total_reward_ma:-9.98 loss:-2.587 fps:130.1 +frame:3.10e+05 wall_t:2383 t:19375 epi:nan +opt_step:57939 lr:0.0003 alpha:0.006738 +2026-02-13 05:04:27 | INFO | PID:1378 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-9.98 total_reward_ma:-9.98 loss:-2.424 fps:130.1 +frame:3.20e+05 wall_t:2460 t:20000 epi:nan +opt_step:59814 lr:0.0003 alpha:0.006738 +2026-02-13 05:05:44 | INFO | PID:1378 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-9.98 total_reward_ma:-9.98 loss:-2.352 fps:130.1 +frame:3.30e+05 wall_t:2537 t:20625 epi:nan +opt_step:61689 lr:0.0003 alpha:0.006738 +2026-02-13 05:07:01 | INFO | PID:1378 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-9.98 total_reward_ma:-9.98 loss:-2.242 fps:130.1 +frame:3.40e+05 wall_t:2614 t:21250 epi:nan +opt_step:63564 lr:0.0003 alpha:0.006738 +2026-02-13 05:08:16 | INFO | PID:1378 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-9.98 total_reward_ma:-9.98 loss:-2.168 fps:130.2 +frame:3.50e+05 wall_t:2689 t:21875 epi:nan +opt_step:65439 lr:0.0003 alpha:0.006738 +2026-02-13 05:09:32 | INFO | PID:1378 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-9.98 total_reward_ma:-9.98 loss:-2.029 fps:130.2 +frame:3.60e+05 wall_t:2765 t:22500 epi:nan +opt_step:67314 lr:0.0003 alpha:0.006738 +2026-02-13 05:10:48 | INFO | PID:1378 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-9.98 total_reward_ma:-9.98 loss:-2.09 fps:130.2 +frame:3.70e+05 wall_t:2841 t:23125 epi:nan +opt_step:69189 lr:0.0003 alpha:0.006738 +2026-02-13 05:12:04 | INFO | PID:1378 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-9.96 total_reward_ma:-9.98 loss:-2.016 fps:130.3 +frame:3.80e+05 wall_t:2917 t:23750 epi:nan +opt_step:71064 lr:0.0003 alpha:0.006738 +2026-02-13 05:13:19 | INFO | PID:1378 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-9.96 total_reward_ma:-9.98 loss:-1.925 fps:130.3 +frame:3.90e+05 wall_t:2992 t:24375 epi:nan +opt_step:72939 lr:0.0003 alpha:0.006738 +2026-02-13 05:14:34 | INFO | PID:1378 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-9.96 total_reward_ma:-9.98 loss:-1.886 fps:130.4 +frame:4.00e+05 wall_t:3067 t:25000 epi:nan +opt_step:74814 lr:0.0003 alpha:0.006738 +2026-02-13 05:15:50 | INFO | PID:1378 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-9.95 total_reward_ma:-9.98 loss:-1.851 fps:130.4 +frame:4.10e+05 wall_t:3143 t:25625 epi:nan +opt_step:76689 lr:0.0003 alpha:0.006738 +2026-02-13 05:17:05 | INFO | PID:1378 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-9.95 total_reward_ma:-9.98 loss:-1.737 fps:130.5 +frame:4.20e+05 wall_t:3218 t:26250 epi:nan +opt_step:78564 lr:0.0003 alpha:0.006738 +2026-02-13 05:18:21 | INFO | PID:1378 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-9.93 total_reward_ma:-9.98 loss:-1.738 fps:130.5 +frame:4.30e+05 wall_t:3294 t:26875 epi:nan +opt_step:80439 lr:0.0003 alpha:0.006738 +2026-02-13 05:19:36 | INFO | PID:1378 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-9.90 total_reward_ma:-9.98 loss:-1.661 fps:130.6 +frame:4.40e+05 wall_t:3369 t:27500 epi:nan +opt_step:82314 lr:0.0003 alpha:0.006738 +2026-02-13 05:20:52 | INFO | PID:1378 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-9.90 total_reward_ma:-9.98 loss:-1.604 fps:130.6 +frame:4.50e+05 wall_t:3445 t:28125 epi:nan +opt_step:84189 lr:0.0003 alpha:0.006738 +2026-02-13 05:22:07 | INFO | PID:1378 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-9.90 total_reward_ma:-9.97 loss:-1.57 fps:130.7 +frame:4.60e+05 wall_t:3520 t:28750 epi:nan +opt_step:86064 lr:0.0003 alpha:0.006738 +2026-02-13 05:23:23 | INFO | PID:1378 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-9.90 total_reward_ma:-9.97 loss:-1.489 fps:130.7 +frame:4.70e+05 wall_t:3596 t:29375 epi:nan +opt_step:87939 lr:0.0003 alpha:0.006738 +2026-02-13 05:24:39 | INFO | PID:1378 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-9.90 total_reward_ma:-9.97 loss:-1.407 fps:130.7 +frame:4.80e+05 wall_t:3672 t:30000 epi:nan +opt_step:89814 lr:0.0003 alpha:0.006738 +2026-02-13 05:25:55 | INFO | PID:1378 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-9.89 total_reward_ma:-9.97 loss:-1.385 fps:130.7 +frame:4.90e+05 wall_t:3748 t:30625 epi:nan +opt_step:91689 lr:0.0003 alpha:0.006738 +2026-02-13 05:27:10 | INFO | PID:1378 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-9.87 total_reward_ma:-9.97 loss:-1.3 fps:130.8 +frame:5.00e+05 wall_t:3823 t:31250 epi:nan +opt_step:93564 lr:0.0003 alpha:0.006738 +2026-02-13 05:28:26 | INFO | PID:1378 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-9.86 total_reward_ma:-9.97 loss:-1.239 fps:130.8 +frame:5.10e+05 wall_t:3899 t:31875 epi:nan +opt_step:95439 lr:0.0003 alpha:0.006738 +2026-02-13 05:29:42 | INFO | PID:1378 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-9.86 total_reward_ma:-9.96 loss:-1.207 fps:130.8 +frame:5.20e+05 wall_t:3975 t:32500 epi:nan +opt_step:97314 lr:0.0003 alpha:0.006738 +2026-02-13 05:30:57 | INFO | PID:1378 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-9.86 total_reward_ma:-9.96 loss:-1.167 fps:130.9 +frame:5.30e+05 wall_t:4050 t:33125 epi:nan +opt_step:99189 lr:0.0003 alpha:0.006738 +2026-02-13 05:32:13 | INFO | PID:1378 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-9.86 total_reward_ma:-9.96 loss:-1.147 fps:130.9 +frame:5.40e+05 wall_t:4126 t:33750 epi:nan +opt_step:101064 lr:0.0003 alpha:0.006738 +2026-02-13 05:33:28 | INFO | PID:1378 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-9.84 total_reward_ma:-9.96 loss:-1.119 fps:130.9 +frame:5.50e+05 wall_t:4201 t:34375 epi:nan +opt_step:102939 lr:0.0003 alpha:0.006738 +2026-02-13 05:34:44 | INFO | PID:1378 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-9.84 total_reward_ma:-9.95 loss:-1.081 fps:130.9 +frame:5.60e+05 wall_t:4277 t:35000 epi:nan +opt_step:104814 lr:0.0003 alpha:0.006738 +2026-02-13 05:36:00 | INFO | PID:1378 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-9.84 total_reward_ma:-9.95 loss:-1.079 fps:130.9 +frame:5.70e+05 wall_t:4353 t:35625 epi:nan +opt_step:106689 lr:0.0003 alpha:0.006738 +2026-02-13 05:37:15 | INFO | PID:1378 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-9.83 total_reward_ma:-9.95 loss:-1.069 fps:131 +frame:5.80e+05 wall_t:4428 t:36250 epi:nan +opt_step:108564 lr:0.0003 alpha:0.006738 +2026-02-13 05:38:31 | INFO | PID:1378 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-9.82 total_reward_ma:-9.95 loss:-1.045 fps:131 +frame:5.90e+05 wall_t:4504 t:36875 epi:nan +opt_step:110439 lr:0.0003 alpha:0.006738 +2026-02-13 05:39:46 | INFO | PID:1378 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-9.86 total_reward_ma:-9.95 loss:-1.026 fps:131 +frame:6.00e+05 wall_t:4579 t:37500 epi:nan +opt_step:112314 lr:0.0003 alpha:0.006738 +2026-02-13 05:41:02 | INFO | PID:1378 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-9.87 total_reward_ma:-9.95 loss:-1.018 fps:131 +frame:6.10e+05 wall_t:4655 t:38125 epi:nan +opt_step:114189 lr:0.0003 alpha:0.006738 +2026-02-13 05:42:17 | INFO | PID:1378 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-9.86 total_reward_ma:-9.94 loss:-1.038 fps:131.1 +frame:6.20e+05 wall_t:4730 t:38750 epi:nan +opt_step:116064 lr:0.0003 alpha:0.006738 +2026-02-13 05:43:33 | INFO | PID:1378 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-9.87 total_reward_ma:-9.94 loss:-1.046 fps:131.1 +frame:6.30e+05 wall_t:4806 t:39375 epi:nan +opt_step:117939 lr:0.0003 alpha:0.006738 +2026-02-13 05:44:48 | INFO | PID:1378 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-9.87 total_reward_ma:-9.94 loss:-1.015 fps:131.1 +frame:6.40e+05 wall_t:4881 t:40000 epi:nan +opt_step:119814 lr:0.0003 alpha:0.006738 +2026-02-13 05:46:04 | INFO | PID:1378 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-9.87 total_reward_ma:-9.94 loss:-1.046 fps:131.1 +frame:6.50e+05 wall_t:4957 t:40625 epi:nan +opt_step:121689 lr:0.0003 alpha:0.006738 +2026-02-13 05:47:20 | INFO | PID:1378 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-9.88 total_reward_ma:-9.94 loss:-1.015 fps:131.1 +frame:6.60e+05 wall_t:5033 t:41250 epi:nan +opt_step:123564 lr:0.0003 alpha:0.006738 +2026-02-13 05:48:35 | INFO | PID:1378 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-9.88 total_reward_ma:-9.94 loss:-1.009 fps:131.2 +frame:6.70e+05 wall_t:5108 t:41875 epi:nan +opt_step:125439 lr:0.0003 alpha:0.006738 +2026-02-13 05:49:51 | INFO | PID:1378 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-9.89 total_reward_ma:-9.94 loss:-1.011 fps:131.2 +frame:6.80e+05 wall_t:5184 t:42500 epi:nan +opt_step:127314 lr:0.0003 alpha:0.006738 +2026-02-13 05:51:07 | INFO | PID:1378 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-9.89 total_reward_ma:-9.94 loss:-1.002 fps:131.2 +frame:6.90e+05 wall_t:5260 t:43125 epi:nan +opt_step:129189 lr:0.0003 alpha:0.006738 +2026-02-13 05:52:22 | INFO | PID:1378 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-9.89 total_reward_ma:-9.94 loss:-1.06 fps:131.2 +frame:7.00e+05 wall_t:5335 t:43750 epi:nan +opt_step:131064 lr:0.0003 alpha:0.006738 +2026-02-13 05:53:37 | INFO | PID:1378 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-9.91 total_reward_ma:-9.94 loss:-1.031 fps:131.2 +frame:7.10e+05 wall_t:5410 t:44375 epi:nan +opt_step:132939 lr:0.0003 alpha:0.006738 +2026-02-13 05:54:52 | INFO | PID:1378 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-9.90 total_reward_ma:-9.94 loss:-0.9852 fps:131.3 +frame:7.20e+05 wall_t:5485 t:45000 epi:nan +opt_step:134814 lr:0.0003 alpha:0.006738 +2026-02-13 05:56:08 | INFO | PID:1378 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-9.91 total_reward_ma:-9.94 loss:-1.011 fps:131.3 +frame:7.30e+05 wall_t:5561 t:45625 epi:nan +opt_step:136689 lr:0.0003 alpha:0.006754 +2026-02-13 05:57:23 | INFO | PID:1378 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-9.90 total_reward_ma:-9.94 loss:-1.051 fps:131.3 +frame:7.40e+05 wall_t:5636 t:46250 epi:nan +opt_step:138564 lr:0.0003 alpha:0.006799 +2026-02-13 05:58:39 | INFO | PID:1378 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-9.91 total_reward_ma:-9.93 loss:-1.029 fps:131.3 +frame:7.50e+05 wall_t:5712 t:46875 epi:nan +opt_step:140439 lr:0.0003 alpha:0.006774 +2026-02-13 05:59:54 | INFO | PID:1378 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-9.90 total_reward_ma:-9.93 loss:-1.062 fps:131.3 +frame:7.60e+05 wall_t:5787 t:47500 epi:nan +opt_step:142314 lr:0.0003 alpha:0.006738 +2026-02-13 06:01:10 | INFO | PID:1378 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-9.90 total_reward_ma:-9.93 loss:-1.042 fps:131.3 +frame:7.70e+05 wall_t:5863 t:48125 epi:nan +opt_step:144189 lr:0.0003 alpha:0.006916 +2026-02-13 06:02:26 | INFO | PID:1378 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-9.90 total_reward_ma:-9.93 loss:-1.083 fps:131.4 +frame:7.80e+05 wall_t:5938 t:48750 epi:nan +opt_step:146064 lr:0.0003 alpha:0.007005 +2026-02-13 06:03:41 | INFO | PID:1378 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-9.89 total_reward_ma:-9.93 loss:-1.087 fps:131.4 +frame:7.90e+05 wall_t:6014 t:49375 epi:nan +opt_step:147939 lr:0.0003 alpha:0.007131 +2026-02-13 06:04:56 | INFO | PID:1378 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-9.89 total_reward_ma:-9.93 loss:-1.095 fps:131.4 +frame:8.00e+05 wall_t:6089 t:50000 epi:nan +opt_step:149814 lr:0.0003 alpha:0.00704 +2026-02-13 06:06:11 | INFO | PID:1378 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-9.91 total_reward_ma:-9.93 loss:-1.121 fps:131.4 +frame:8.10e+05 wall_t:6164 t:50625 epi:nan +opt_step:151689 lr:0.0003 alpha:0.007109 +2026-02-13 06:07:27 | INFO | PID:1378 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-9.91 total_reward_ma:-9.93 loss:-1.168 fps:131.4 +frame:8.20e+05 wall_t:6240 t:51250 epi:nan +opt_step:153564 lr:0.0003 alpha:0.007104 +2026-02-13 06:08:43 | INFO | PID:1378 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-9.91 total_reward_ma:-9.93 loss:-1.129 fps:131.4 +frame:8.30e+05 wall_t:6316 t:51875 epi:nan +opt_step:155439 lr:0.0003 alpha:0.007392 +2026-02-13 06:09:58 | INFO | PID:1378 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-9.91 total_reward_ma:-9.93 loss:-1.158 fps:131.4 +frame:8.40e+05 wall_t:6391 t:52500 epi:nan +opt_step:157314 lr:0.0003 alpha:0.007107 +2026-02-13 06:11:13 | INFO | PID:1378 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-9.92 total_reward_ma:-9.93 loss:-1.171 fps:131.5 +frame:8.50e+05 wall_t:6466 t:53125 epi:nan +opt_step:159189 lr:0.0003 alpha:0.007079 +2026-02-13 06:12:29 | INFO | PID:1378 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-9.92 total_reward_ma:-9.93 loss:-1.18 fps:131.5 +frame:8.60e+05 wall_t:6542 t:53750 epi:nan +opt_step:161064 lr:0.0003 alpha:0.007182 +2026-02-13 06:13:44 | INFO | PID:1378 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-9.93 total_reward_ma:-9.93 loss:-1.199 fps:131.5 +frame:8.70e+05 wall_t:6617 t:54375 epi:nan +opt_step:162939 lr:0.0003 alpha:0.007102 +2026-02-13 06:15:00 | INFO | PID:1378 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-9.95 total_reward_ma:-9.93 loss:-1.14 fps:131.5 +frame:8.80e+05 wall_t:6693 t:55000 epi:nan +opt_step:164814 lr:0.0003 alpha:0.007024 +2026-02-13 06:16:16 | INFO | PID:1378 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-9.95 total_reward_ma:-9.93 loss:-1.22 fps:131.5 +frame:8.90e+05 wall_t:6769 t:55625 epi:nan +opt_step:166689 lr:0.0003 alpha:0.00701 +2026-02-13 06:17:32 | INFO | PID:1378 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-9.95 total_reward_ma:-9.93 loss:-1.153 fps:131.5 +frame:9.00e+05 wall_t:6845 t:56250 epi:nan +opt_step:168564 lr:0.0003 alpha:0.007163 +2026-02-13 06:18:47 | INFO | PID:1378 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-9.95 total_reward_ma:-9.93 loss:-1.21 fps:131.5 +frame:9.10e+05 wall_t:6920 t:56875 epi:nan +opt_step:170439 lr:0.0003 alpha:0.006888 +2026-02-13 06:20:02 | INFO | PID:1378 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-9.95 total_reward_ma:-9.93 loss:-1.198 fps:131.5 +frame:9.20e+05 wall_t:6995 t:57500 epi:nan +opt_step:172314 lr:0.0003 alpha:0.006953 +2026-02-13 06:21:18 | INFO | PID:1378 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-9.96 total_reward_ma:-9.93 loss:-1.203 fps:131.5 +frame:9.30e+05 wall_t:7071 t:58125 epi:nan +opt_step:174189 lr:0.0003 alpha:0.007093 +2026-02-13 06:22:33 | INFO | PID:1378 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-9.96 total_reward_ma:-9.93 loss:-1.26 fps:131.5 +frame:9.40e+05 wall_t:7146 t:58750 epi:nan +opt_step:176064 lr:0.0003 alpha:0.007061 +2026-02-13 06:23:49 | INFO | PID:1378 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-9.95 total_reward_ma:-9.93 loss:-1.211 fps:131.5 +frame:9.50e+05 wall_t:7222 t:59375 epi:nan +opt_step:177939 lr:0.0003 alpha:0.007227 +2026-02-13 06:25:04 | INFO | PID:1378 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-9.95 total_reward_ma:-9.93 loss:-1.221 fps:131.6 +frame:9.60e+05 wall_t:7297 t:60000 epi:nan +opt_step:179814 lr:0.0003 alpha:0.007032 +2026-02-13 06:26:20 | INFO | PID:1378 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-9.95 total_reward_ma:-9.93 loss:-1.25 fps:131.6 +frame:9.70e+05 wall_t:7373 t:60625 epi:nan +opt_step:181689 lr:0.0003 alpha:0.00702 +2026-02-13 06:27:36 | INFO | PID:1378 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-9.90 total_reward_ma:-9.93 loss:-1.204 fps:131.6 +frame:9.80e+05 wall_t:7449 t:61250 epi:nan +opt_step:183564 lr:0.0003 alpha:0.006831 +2026-02-13 06:28:52 | INFO | PID:1378 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-9.90 total_reward_ma:-9.93 loss:-1.23 fps:131.6 +frame:9.90e+05 wall_t:7525 t:61875 epi:nan +opt_step:185439 lr:0.0003 alpha:0.006815 +2026-02-13 06:30:07 | INFO | PID:1378 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-9.88 total_reward_ma:-9.93 loss:-1.204 fps:131.6 +frame:1.00e+06 wall_t:7600 t:62500 epi:nan +opt_step:187314 lr:0.0003 alpha:0.006874 +2026-02-13 06:31:23 | INFO | PID:1378 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-9.87 total_reward_ma:-9.93 loss:-1.199 fps:131.6 +frame:1.01e+06 wall_t:7676 t:63125 epi:nan +opt_step:189189 lr:0.0003 alpha:0.006738 +2026-02-13 06:32:39 | INFO | PID:1378 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-9.87 total_reward_ma:-9.93 loss:-1.229 fps:131.6 +frame:1.02e+06 wall_t:7752 t:63750 epi:nan +opt_step:191064 lr:0.0003 alpha:0.006755 +2026-02-13 06:33:54 | INFO | PID:1378 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-9.87 total_reward_ma:-9.93 loss:-1.202 fps:131.6 +frame:1.03e+06 wall_t:7827 t:64375 epi:nan +opt_step:192939 lr:0.0003 alpha:0.006738 +2026-02-13 06:35:09 | INFO | PID:1378 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-9.87 total_reward_ma:-9.93 loss:-1.24 fps:131.6 +frame:1.04e+06 wall_t:7902 t:65000 epi:nan +opt_step:194814 lr:0.0003 alpha:0.006746 +2026-02-13 06:36:25 | INFO | PID:1378 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-9.88 total_reward_ma:-9.93 loss:-1.19 fps:131.6 +frame:1.05e+06 wall_t:7978 t:65625 epi:nan +opt_step:196689 lr:0.0003 alpha:0.006738 +2026-02-13 06:37:41 | INFO | PID:1378 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-9.86 total_reward_ma:-9.92 loss:-1.231 fps:131.6 +frame:1.06e+06 wall_t:8053 t:66250 epi:nan +opt_step:198564 lr:0.0003 alpha:0.006831 +2026-02-13 06:38:57 | INFO | PID:1378 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-9.83 total_reward_ma:-9.92 loss:-1.249 fps:131.6 +frame:1.07e+06 wall_t:8130 t:66875 epi:nan +opt_step:200439 lr:0.0003 alpha:0.006743 +2026-02-13 06:40:12 | INFO | PID:1378 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-9.83 total_reward_ma:-9.92 loss:-1.203 fps:131.6 +frame:1.08e+06 wall_t:8205 t:67500 epi:nan +opt_step:202314 lr:0.0003 alpha:0.006755 +2026-02-13 06:41:27 | INFO | PID:1378 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-9.81 total_reward_ma:-9.92 loss:-1.201 fps:131.6 +frame:1.09e+06 wall_t:8280 t:68125 epi:nan +opt_step:204189 lr:0.0003 alpha:0.006867 +2026-02-13 06:42:44 | INFO | PID:1378 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-9.82 total_reward_ma:-9.92 loss:-1.217 fps:131.6 +frame:1.10e+06 wall_t:8357 t:68750 epi:nan +opt_step:206064 lr:0.0003 alpha:0.006925 +2026-02-13 06:44:00 | INFO | PID:1378 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-9.80 total_reward_ma:-9.92 loss:-1.188 fps:131.6 +frame:1.11e+06 wall_t:8433 t:69375 epi:nan +opt_step:207939 lr:0.0003 alpha:0.006933 +2026-02-13 06:45:16 | INFO | PID:1378 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-9.80 total_reward_ma:-9.91 loss:-1.239 fps:131.6 +frame:1.12e+06 wall_t:8509 t:70000 epi:nan +opt_step:209814 lr:0.0003 alpha:0.00706 +2026-02-13 06:46:31 | INFO | PID:1378 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-9.82 total_reward_ma:-9.91 loss:-1.233 fps:131.6 +frame:1.13e+06 wall_t:8584 t:70625 epi:nan +opt_step:211689 lr:0.0003 alpha:0.007196 +2026-02-13 06:47:47 | INFO | PID:1378 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-9.84 total_reward_ma:-9.91 loss:-1.241 fps:131.7 +frame:1.14e+06 wall_t:8659 t:71250 epi:nan +opt_step:213564 lr:0.0003 alpha:0.007266 +2026-02-13 06:49:03 | INFO | PID:1378 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-9.84 total_reward_ma:-9.91 loss:-1.221 fps:131.7 +frame:1.15e+06 wall_t:8735 t:71875 epi:nan +opt_step:215439 lr:0.0003 alpha:0.007196 +2026-02-13 06:50:18 | INFO | PID:1378 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-9.83 total_reward_ma:-9.91 loss:-1.209 fps:131.7 +frame:1.16e+06 wall_t:8811 t:72500 epi:nan +opt_step:217314 lr:0.0003 alpha:0.00697 +2026-02-13 06:51:34 | INFO | PID:1378 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-9.84 total_reward_ma:-9.91 loss:-1.247 fps:131.7 +frame:1.17e+06 wall_t:8887 t:73125 epi:nan +opt_step:219189 lr:0.0003 alpha:0.007193 +2026-02-13 06:52:50 | INFO | PID:1378 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-9.83 total_reward_ma:-9.91 loss:-1.211 fps:131.7 +frame:1.18e+06 wall_t:8963 t:73750 epi:nan +opt_step:221064 lr:0.0003 alpha:0.007113 +2026-02-13 06:54:05 | INFO | PID:1378 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-9.83 total_reward_ma:-9.90 loss:-1.217 fps:131.7 +frame:1.19e+06 wall_t:9038 t:74375 epi:nan +opt_step:222939 lr:0.0003 alpha:0.00709 +2026-02-13 06:55:21 | INFO | PID:1378 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-9.83 total_reward_ma:-9.90 loss:-1.231 fps:131.7 +frame:1.20e+06 wall_t:9114 t:75000 epi:nan +opt_step:224814 lr:0.0003 alpha:0.007084 +2026-02-13 06:56:37 | INFO | PID:1378 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-9.83 total_reward_ma:-9.90 loss:-1.215 fps:131.7 +frame:1.21e+06 wall_t:9190 t:75625 epi:nan +opt_step:226689 lr:0.0003 alpha:0.006992 +2026-02-13 06:57:52 | INFO | PID:1378 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-9.84 total_reward_ma:-9.90 loss:-1.208 fps:131.7 +frame:1.22e+06 wall_t:9265 t:76250 epi:nan +opt_step:228564 lr:0.0003 alpha:0.007221 +2026-02-13 06:59:07 | INFO | PID:1378 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-9.87 total_reward_ma:-9.90 loss:-1.221 fps:131.7 +frame:1.23e+06 wall_t:9340 t:76875 epi:nan +opt_step:230439 lr:0.0003 alpha:0.00699 +2026-02-13 07:00:23 | INFO | PID:1378 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-9.88 total_reward_ma:-9.90 loss:-1.219 fps:131.7 +frame:1.24e+06 wall_t:9416 t:77500 epi:nan +opt_step:232314 lr:0.0003 alpha:0.007079 +2026-02-13 07:01:39 | INFO | PID:1378 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-9.88 total_reward_ma:-9.90 loss:-1.222 fps:131.7 +frame:1.25e+06 wall_t:9492 t:78125 epi:nan +opt_step:234189 lr:0.0003 alpha:0.006998 +2026-02-13 07:02:55 | INFO | PID:1378 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-9.89 total_reward_ma:-9.90 loss:-1.253 fps:131.7 +frame:1.26e+06 wall_t:9568 t:78750 epi:nan +opt_step:236064 lr:0.0003 alpha:0.007343 +2026-02-13 07:04:10 | INFO | PID:1378 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-9.90 total_reward_ma:-9.90 loss:-1.3 fps:131.7 +frame:1.27e+06 wall_t:9643 t:79375 epi:nan +opt_step:237939 lr:0.0003 alpha:0.007835 +2026-02-13 07:05:25 | INFO | PID:1378 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-9.91 total_reward_ma:-9.89 loss:-1.257 fps:131.7 +frame:1.28e+06 wall_t:9718 t:80000 epi:nan +opt_step:239814 lr:0.0003 alpha:0.008167 +2026-02-13 07:06:41 | INFO | PID:1378 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-9.90 total_reward_ma:-9.89 loss:-1.298 fps:131.7 +frame:1.29e+06 wall_t:9794 t:80625 epi:nan +opt_step:241689 lr:0.0003 alpha:0.008826 +2026-02-13 07:07:57 | INFO | PID:1378 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-9.90 total_reward_ma:-9.89 loss:-1.357 fps:131.7 +frame:1.30e+06 wall_t:9870 t:81250 epi:nan +opt_step:243564 lr:0.0003 alpha:0.009156 +2026-02-13 07:09:12 | INFO | PID:1378 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-9.90 total_reward_ma:-9.89 loss:-1.395 fps:131.7 +frame:1.31e+06 wall_t:9945 t:81875 epi:nan +opt_step:245439 lr:0.0003 alpha:0.009371 +2026-02-13 07:10:28 | INFO | PID:1378 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-9.87 total_reward_ma:-9.89 loss:-1.442 fps:131.7 +frame:1.32e+06 wall_t:10021 t:82500 epi:nan +opt_step:247314 lr:0.0003 alpha:0.009634 +2026-02-13 07:11:44 | INFO | PID:1378 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-9.86 total_reward_ma:-9.89 loss:-1.468 fps:131.7 +frame:1.33e+06 wall_t:10097 t:83125 epi:nan +opt_step:249189 lr:0.0003 alpha:0.009594 +2026-02-13 07:13:00 | INFO | PID:1378 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-9.86 total_reward_ma:-9.89 loss:-1.554 fps:131.7 +frame:1.34e+06 wall_t:10173 t:83750 epi:nan +opt_step:251064 lr:0.0003 alpha:0.00944 +2026-02-13 07:14:15 | INFO | PID:1378 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-9.83 total_reward_ma:-9.89 loss:-1.578 fps:131.7 +frame:1.35e+06 wall_t:10248 t:84375 epi:nan +opt_step:252939 lr:0.0003 alpha:0.009311 +2026-02-13 07:15:31 | INFO | PID:1378 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-9.83 total_reward_ma:-9.89 loss:-1.564 fps:131.7 +frame:1.36e+06 wall_t:10324 t:85000 epi:nan +opt_step:254814 lr:0.0003 alpha:0.00898 +2026-02-13 07:16:46 | INFO | PID:1378 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-9.82 total_reward_ma:-9.88 loss:-1.561 fps:131.7 +frame:1.37e+06 wall_t:10399 t:85625 epi:nan +opt_step:256689 lr:0.0003 alpha:0.008838 +2026-02-13 07:18:02 | INFO | PID:1378 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-9.79 total_reward_ma:-9.88 loss:-1.526 fps:131.7 +frame:1.38e+06 wall_t:10475 t:86250 epi:nan +opt_step:258564 lr:0.0003 alpha:0.008831 +2026-02-13 07:19:18 | INFO | PID:1378 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-9.74 total_reward_ma:-9.88 loss:-1.495 fps:131.7 +frame:1.39e+06 wall_t:10551 t:86875 epi:nan +opt_step:260439 lr:0.0003 alpha:0.008635 +2026-02-13 07:20:33 | INFO | PID:1378 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-9.70 total_reward_ma:-9.88 loss:-1.504 fps:131.8 +frame:1.40e+06 wall_t:10626 t:87500 epi:nan +opt_step:262314 lr:0.0003 alpha:0.008287 +2026-02-13 07:21:48 | INFO | PID:1378 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-9.71 total_reward_ma:-9.87 loss:-1.44 fps:131.8 +frame:1.41e+06 wall_t:10701 t:88125 epi:nan +opt_step:264189 lr:0.0003 alpha:0.008154 +2026-02-13 07:23:03 | INFO | PID:1378 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-9.66 total_reward_ma:-9.87 loss:-1.443 fps:131.8 +frame:1.42e+06 wall_t:10776 t:88750 epi:nan +opt_step:266064 lr:0.0003 alpha:0.007734 +2026-02-13 07:24:19 | INFO | PID:1378 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-9.66 total_reward_ma:-9.87 loss:-1.4 fps:131.8 +frame:1.43e+06 wall_t:10851 t:89375 epi:nan +opt_step:267939 lr:0.0003 alpha:0.007287 +2026-02-13 07:25:34 | INFO | PID:1378 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-9.66 total_reward_ma:-9.87 loss:-1.374 fps:131.8 +frame:1.44e+06 wall_t:10927 t:90000 epi:nan +opt_step:269814 lr:0.0003 alpha:0.007266 +2026-02-13 07:26:49 | INFO | PID:1378 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-9.66 total_reward_ma:-9.86 loss:-1.34 fps:131.8 +frame:1.45e+06 wall_t:11002 t:90625 epi:nan +opt_step:271689 lr:0.0003 alpha:0.007091 +2026-02-13 07:28:05 | INFO | PID:1378 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-9.65 total_reward_ma:-9.86 loss:-1.324 fps:131.8 +frame:1.46e+06 wall_t:11078 t:91250 epi:nan +opt_step:273564 lr:0.0003 alpha:0.006739 +2026-02-13 07:29:21 | INFO | PID:1378 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-9.64 total_reward_ma:-9.86 loss:-1.284 fps:131.8 +frame:1.47e+06 wall_t:11154 t:91875 epi:nan +opt_step:275439 lr:0.0003 alpha:0.006747 +2026-02-13 07:30:36 | INFO | PID:1378 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-9.65 total_reward_ma:-9.86 loss:-1.238 fps:131.8 +frame:1.48e+06 wall_t:11229 t:92500 epi:nan +opt_step:277314 lr:0.0003 alpha:0.00696 +2026-02-13 07:31:52 | INFO | PID:1378 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-9.66 total_reward_ma:-9.85 loss:-1.274 fps:131.8 +frame:1.49e+06 wall_t:11305 t:93125 epi:nan +opt_step:279189 lr:0.0003 alpha:0.006778 +2026-02-13 07:33:08 | INFO | PID:1378 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-9.70 total_reward_ma:-9.85 loss:-1.217 fps:131.8 +frame:1.50e+06 wall_t:11381 t:93750 epi:nan +opt_step:281064 lr:0.0003 alpha:0.006891 +2026-02-13 07:34:23 | INFO | PID:1378 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-9.70 total_reward_ma:-9.85 loss:-1.212 fps:131.8 +frame:1.51e+06 wall_t:11456 t:94375 epi:nan +opt_step:282939 lr:0.0003 alpha:0.006963 +2026-02-13 07:35:39 | INFO | PID:1378 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-9.74 total_reward_ma:-9.85 loss:-1.228 fps:131.8 +frame:1.52e+06 wall_t:11532 t:95000 epi:nan +opt_step:284814 lr:0.0003 alpha:0.006749 +2026-02-13 07:36:55 | INFO | PID:1378 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-9.72 total_reward_ma:-9.85 loss:-1.162 fps:131.8 +frame:1.53e+06 wall_t:11608 t:95625 epi:nan +opt_step:286689 lr:0.0003 alpha:0.006744 +2026-02-13 07:38:11 | INFO | PID:1378 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-9.75 total_reward_ma:-9.85 loss:-1.162 fps:131.8 +frame:1.54e+06 wall_t:11684 t:96250 epi:nan +opt_step:288564 lr:0.0003 alpha:0.006739 +2026-02-13 07:39:26 | INFO | PID:1378 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-9.78 total_reward_ma:-9.85 loss:-1.197 fps:131.8 +frame:1.55e+06 wall_t:11759 t:96875 epi:nan +opt_step:290439 lr:0.0003 alpha:0.006849 +2026-02-13 07:40:43 | INFO | PID:1378 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-9.84 total_reward_ma:-9.85 loss:-1.176 fps:131.8 +frame:1.56e+06 wall_t:11836 t:97500 epi:nan +opt_step:292314 lr:0.0003 alpha:0.006906 +2026-02-13 07:42:00 | INFO | PID:1378 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-9.87 total_reward_ma:-9.85 loss:-1.116 fps:131.8 +frame:1.57e+06 wall_t:11913 t:98125 epi:nan +opt_step:294189 lr:0.0003 alpha:0.007204 +2026-02-13 07:43:16 | INFO | PID:1378 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-9.90 total_reward_ma:-9.85 loss:-1.109 fps:131.8 +frame:1.58e+06 wall_t:11988 t:98750 epi:nan +opt_step:296064 lr:0.0003 alpha:0.007237 +2026-02-13 07:44:31 | INFO | PID:1378 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-9.88 total_reward_ma:-9.85 loss:-1.128 fps:131.8 +frame:1.59e+06 wall_t:12064 t:99375 epi:nan +opt_step:297939 lr:0.0003 alpha:0.007119 +2026-02-13 07:45:47 | INFO | PID:1378 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-9.87 total_reward_ma:-9.85 loss:-1.09 fps:131.8 +frame:1.60e+06 wall_t:12140 t:100000 epi:nan +opt_step:299814 lr:0.0003 alpha:0.007027 +2026-02-13 07:47:02 | INFO | PID:1378 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-9.86 total_reward_ma:-9.85 loss:-1.142 fps:131.8 +frame:1.61e+06 wall_t:12215 t:100625 epi:nan +opt_step:301689 lr:0.0003 alpha:0.00726 +2026-02-13 07:48:19 | INFO | PID:1378 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-9.89 total_reward_ma:-9.85 loss:-1.095 fps:131.8 +frame:1.62e+06 wall_t:12292 t:101250 epi:nan +opt_step:303564 lr:0.0003 alpha:0.007239 +2026-02-13 07:49:36 | INFO | PID:1378 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-9.89 total_reward_ma:-9.85 loss:-1.118 fps:131.8 +frame:1.63e+06 wall_t:12369 t:101875 epi:nan +opt_step:305439 lr:0.0003 alpha:0.007262 +2026-02-13 07:50:51 | INFO | PID:1378 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-9.88 total_reward_ma:-9.85 loss:-1.144 fps:131.8 +frame:1.64e+06 wall_t:12444 t:102500 epi:nan +opt_step:307314 lr:0.0003 alpha:0.007125 +2026-02-13 07:52:06 | INFO | PID:1378 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-9.89 total_reward_ma:-9.85 loss:-1.107 fps:131.8 +frame:1.65e+06 wall_t:12519 t:103125 epi:nan +opt_step:309189 lr:0.0003 alpha:0.00721 +2026-02-13 07:53:22 | INFO | PID:1378 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-9.89 total_reward_ma:-9.85 loss:-1.063 fps:131.8 +frame:1.66e+06 wall_t:12594 t:103750 epi:nan +opt_step:311064 lr:0.0003 alpha:0.007158 +2026-02-13 07:54:37 | INFO | PID:1378 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-9.88 total_reward_ma:-9.85 loss:-1.075 fps:131.8 +frame:1.67e+06 wall_t:12670 t:104375 epi:nan +opt_step:312939 lr:0.0003 alpha:0.007097 +2026-02-13 07:55:52 | INFO | PID:1378 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-9.86 total_reward_ma:-9.85 loss:-1.122 fps:131.8 +frame:1.68e+06 wall_t:12745 t:105000 epi:nan +opt_step:314814 lr:0.0003 alpha:0.007025 +2026-02-13 07:57:07 | INFO | PID:1378 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-9.88 total_reward_ma:-9.85 loss:-1.074 fps:131.8 +frame:1.69e+06 wall_t:12820 t:105625 epi:nan +opt_step:316689 lr:0.0003 alpha:0.006961 +2026-02-13 07:58:23 | INFO | PID:1378 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-9.90 total_reward_ma:-9.85 loss:-1.086 fps:131.8 +frame:1.70e+06 wall_t:12896 t:106250 epi:nan +opt_step:318564 lr:0.0003 alpha:0.007074 +2026-02-13 07:59:37 | INFO | PID:1378 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-9.89 total_reward_ma:-9.85 loss:-1.048 fps:131.8 +frame:1.71e+06 wall_t:12970 t:106875 epi:nan +opt_step:320439 lr:0.0003 alpha:0.007135 +2026-02-13 08:00:53 | INFO | PID:1378 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-9.88 total_reward_ma:-9.85 loss:-1.081 fps:131.8 +frame:1.72e+06 wall_t:13046 t:107500 epi:nan +opt_step:322314 lr:0.0003 alpha:0.006917 +2026-02-13 08:02:09 | INFO | PID:1378 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-9.88 total_reward_ma:-9.85 loss:-1.046 fps:131.8 +frame:1.73e+06 wall_t:13122 t:108125 epi:nan +opt_step:324189 lr:0.0003 alpha:0.007092 +2026-02-13 08:03:25 | INFO | PID:1378 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-9.87 total_reward_ma:-9.85 loss:-1.091 fps:131.8 +frame:1.74e+06 wall_t:13198 t:108750 epi:nan +opt_step:326064 lr:0.0003 alpha:0.007044 +2026-02-13 08:04:41 | INFO | PID:1378 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-9.90 total_reward_ma:-9.85 loss:-1.053 fps:131.8 +frame:1.75e+06 wall_t:13274 t:109375 epi:nan +opt_step:327939 lr:0.0003 alpha:0.007112 +2026-02-13 08:05:57 | INFO | PID:1378 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-9.91 total_reward_ma:-9.85 loss:-1.049 fps:131.8 +frame:1.76e+06 wall_t:13350 t:110000 epi:nan +opt_step:329814 lr:0.0003 alpha:0.006938 +2026-02-13 08:07:13 | INFO | PID:1378 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-9.92 total_reward_ma:-9.85 loss:-1.007 fps:131.8 +frame:1.77e+06 wall_t:13425 t:110625 epi:nan +opt_step:331689 lr:0.0003 alpha:0.007048 +2026-02-13 08:08:29 | INFO | PID:1378 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-9.90 total_reward_ma:-9.85 loss:-1.039 fps:131.8 +frame:1.78e+06 wall_t:13501 t:111250 epi:nan +opt_step:333564 lr:0.0003 alpha:0.007009 +2026-02-13 08:09:44 | INFO | PID:1378 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-9.90 total_reward_ma:-9.85 loss:-1.009 fps:131.8 +frame:1.79e+06 wall_t:13577 t:111875 epi:nan +opt_step:335439 lr:0.0003 alpha:0.007066 +2026-02-13 08:10:59 | INFO | PID:1378 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-9.90 total_reward_ma:-9.85 loss:-1.031 fps:131.8 +frame:1.80e+06 wall_t:13652 t:112500 epi:nan +opt_step:337314 lr:0.0003 alpha:0.007007 +2026-02-13 08:12:15 | INFO | PID:1378 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-9.90 total_reward_ma:-9.85 loss:-1.01 fps:131.8 +frame:1.81e+06 wall_t:13728 t:113125 epi:nan +opt_step:339189 lr:0.0003 alpha:0.007082 +2026-02-13 08:13:31 | INFO | PID:1378 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-9.89 total_reward_ma:-9.85 loss:-1.038 fps:131.8 +frame:1.82e+06 wall_t:13804 t:113750 epi:nan +opt_step:341064 lr:0.0003 alpha:0.007054 +2026-02-13 08:14:47 | INFO | PID:1378 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-9.89 total_reward_ma:-9.85 loss:-1.042 fps:131.8 +frame:1.83e+06 wall_t:13880 t:114375 epi:nan +opt_step:342939 lr:0.0003 alpha:0.006994 +2026-02-13 08:16:03 | INFO | PID:1378 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-9.90 total_reward_ma:-9.85 loss:-1.023 fps:131.8 +frame:1.84e+06 wall_t:13956 t:115000 epi:nan +opt_step:344814 lr:0.0003 alpha:0.00707 +2026-02-13 08:17:18 | INFO | PID:1378 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-9.90 total_reward_ma:-9.85 loss:-1.036 fps:131.9 +frame:1.85e+06 wall_t:14031 t:115625 epi:nan +opt_step:346689 lr:0.0003 alpha:0.007053 +2026-02-13 08:18:34 | INFO | PID:1378 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-9.89 total_reward_ma:-9.85 loss:-1.019 fps:131.8 +frame:1.86e+06 wall_t:14107 t:116250 epi:nan +opt_step:348564 lr:0.0003 alpha:0.006911 +2026-02-13 08:19:50 | INFO | PID:1378 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-9.84 total_reward_ma:-9.85 loss:-1.024 fps:131.8 +frame:1.87e+06 wall_t:14183 t:116875 epi:nan +opt_step:350439 lr:0.0003 alpha:0.006814 +2026-02-13 08:21:05 | INFO | PID:1378 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-9.84 total_reward_ma:-9.85 loss:-0.9978 fps:131.9 +frame:1.88e+06 wall_t:14258 t:117500 epi:nan +opt_step:352314 lr:0.0003 alpha:0.006868 +2026-02-13 08:22:21 | INFO | PID:1378 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-9.85 total_reward_ma:-9.84 loss:-1 fps:131.9 +frame:1.89e+06 wall_t:14334 t:118125 epi:nan +opt_step:354189 lr:0.0003 alpha:0.00686 +2026-02-13 08:23:36 | INFO | PID:1378 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-9.85 total_reward_ma:-9.84 loss:-0.9814 fps:131.9 +frame:1.90e+06 wall_t:14409 t:118750 epi:nan +opt_step:356064 lr:0.0003 alpha:0.006786 +2026-02-13 08:24:52 | INFO | PID:1378 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-9.84 total_reward_ma:-9.84 loss:-0.9862 fps:131.9 +frame:1.91e+06 wall_t:14485 t:119375 epi:nan +opt_step:357939 lr:0.0003 alpha:0.006746 +2026-02-13 08:26:07 | INFO | PID:1378 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-9.84 total_reward_ma:-9.84 loss:-1.013 fps:131.9 +frame:1.92e+06 wall_t:14560 t:120000 epi:nan +opt_step:359814 lr:0.0003 alpha:0.006754 +2026-02-13 08:27:22 | INFO | PID:1378 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-9.84 total_reward_ma:-9.84 loss:-1.016 fps:131.9 +frame:1.93e+06 wall_t:14635 t:120625 epi:nan +opt_step:361689 lr:0.0003 alpha:0.006815 +2026-02-13 08:28:38 | INFO | PID:1378 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-9.83 total_reward_ma:-9.84 loss:-0.9963 fps:131.9 +frame:1.94e+06 wall_t:14711 t:121250 epi:nan +opt_step:363564 lr:0.0003 alpha:0.006738 +2026-02-13 08:29:53 | INFO | PID:1378 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-9.85 total_reward_ma:-9.84 loss:-0.9839 fps:131.9 +frame:1.95e+06 wall_t:14786 t:121875 epi:nan +opt_step:365439 lr:0.0003 alpha:0.00677 +2026-02-13 08:31:09 | INFO | PID:1378 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-9.84 total_reward_ma:-9.84 loss:-1.005 fps:131.9 +frame:1.96e+06 wall_t:14862 t:122500 epi:nan +opt_step:367314 lr:0.0003 alpha:0.006825 +2026-02-13 08:32:24 | INFO | PID:1378 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-9.85 total_reward_ma:-9.84 loss:-0.9997 fps:131.9 +frame:1.97e+06 wall_t:14937 t:123125 epi:nan +opt_step:369189 lr:0.0003 alpha:0.006859 +2026-02-13 08:33:40 | INFO | PID:1378 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-9.85 total_reward_ma:-9.84 loss:-0.9872 fps:131.9 +frame:1.98e+06 wall_t:15013 t:123750 epi:nan +opt_step:371064 lr:0.0003 alpha:0.006957 +2026-02-13 08:34:56 | INFO | PID:1378 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-9.86 total_reward_ma:-9.83 loss:-1.009 fps:131.9 +frame:1.99e+06 wall_t:15089 t:124375 epi:nan +opt_step:372939 lr:0.0003 alpha:0.006946 +2026-02-13 08:36:12 | INFO | PID:1378 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_surround_t0_s1 [train] +total_reward:-9.86 total_reward_ma:-9.83 loss:-1.022 fps:131.9 +frame:2.00e+06 wall_t:15165 t:125000 epi:nan +opt_step:374814 lr:0.0003 alpha:0.006872 +2026-02-13 08:36:12 | INFO | PID:1378 | slm_lab.lib.logger:info | Session 1 done diff --git a/data/sac_atari_surround_2026_02_13_042319/log/sac_atari_surround_t0_s2.log b/data/sac_atari_surround_2026_02_13_042319/log/sac_atari_surround_t0_s2.log new file mode 100644 index 0000000000000000000000000000000000000000..5f35c7938d729cf1e0dba12444a7c9d2a8e3b957 --- /dev/null +++ b/data/sac_atari_surround_2026_02_13_042319/log/sac_atari_surround_t0_s2.log @@ -0,0 +1,802 @@ +2026-02-13 04:23:24 | INFO | PID:1379 | slm_lab.env:_make_vector_env | AtariVectorEnv: 16 envs, native preprocessing +2026-02-13 04:25:11 | INFO | PID:1379 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:nan total_reward_ma:nan loss:-12.12 fps:96.15 +frame:1.00e+04 wall_t:104 t:625 epi:nan +opt_step:1689 lr:0.0003 alpha:0.6311 +2026-02-13 04:26:27 | INFO | PID:1379 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-10.00 total_reward_ma:-10.00 loss:-17.56 fps:111.1 +frame:2.00e+04 wall_t:180 t:1250 epi:nan +opt_step:3564 lr:0.0003 alpha:0.4036 +2026-02-13 04:27:42 | INFO | PID:1379 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-10.00 total_reward_ma:-10.00 loss:-19.77 fps:117.6 +frame:3.00e+04 wall_t:255 t:1875 epi:nan +opt_step:5439 lr:0.0003 alpha:0.2643 +2026-02-13 04:29:00 | INFO | PID:1379 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-10.00 total_reward_ma:-10.00 loss:-20.81 fps:120.1 +frame:4.00e+04 wall_t:333 t:2500 epi:nan +opt_step:7314 lr:0.0003 alpha:0.1746 +2026-02-13 04:30:17 | INFO | PID:1379 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-10.00 total_reward_ma:-10.00 loss:-20.47 fps:122 +frame:5.00e+04 wall_t:410 t:3125 epi:nan +opt_step:9189 lr:0.0003 alpha:0.1157 +2026-02-13 04:31:33 | INFO | PID:1379 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-10.00 total_reward_ma:-10.00 loss:-20.05 fps:123.5 +frame:6.00e+04 wall_t:486 t:3750 epi:nan +opt_step:11064 lr:0.0003 alpha:0.07687 +2026-02-13 04:32:49 | INFO | PID:1379 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-10.00 total_reward_ma:-10.00 loss:-18.74 fps:124.6 +frame:7.00e+04 wall_t:562 t:4375 epi:nan +opt_step:12939 lr:0.0003 alpha:0.05118 +2026-02-13 04:34:05 | INFO | PID:1379 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-10.00 total_reward_ma:-10.00 loss:-17.66 fps:125.4 +frame:8.00e+04 wall_t:638 t:5000 epi:nan +opt_step:14814 lr:0.0003 alpha:0.03415 +2026-02-13 04:35:21 | INFO | PID:1379 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-10.00 total_reward_ma:-10.00 loss:-16.2 fps:126.1 +frame:9.00e+04 wall_t:714 t:5625 epi:nan +opt_step:16689 lr:0.0003 alpha:0.02285 +2026-02-13 04:36:37 | INFO | PID:1379 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-10.00 total_reward_ma:-10.00 loss:-15.18 fps:126.6 +frame:1.00e+05 wall_t:790 t:6250 epi:nan +opt_step:18564 lr:0.0003 alpha:0.01533 +2026-02-13 04:37:53 | INFO | PID:1379 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-10.00 total_reward_ma:-10.00 loss:-13.54 fps:127 +frame:1.10e+05 wall_t:866 t:6875 epi:nan +opt_step:20439 lr:0.0003 alpha:0.01034 +2026-02-13 04:39:09 | INFO | PID:1379 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-10.00 total_reward_ma:-10.00 loss:-12.69 fps:127.4 +frame:1.20e+05 wall_t:942 t:7500 epi:nan +opt_step:22314 lr:0.0003 alpha:0.007039 +2026-02-13 04:40:25 | INFO | PID:1379 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-9.99 total_reward_ma:-10.00 loss:-11.68 fps:127.7 +frame:1.30e+05 wall_t:1018 t:8125 epi:nan +opt_step:24189 lr:0.0003 alpha:0.006738 +2026-02-13 04:41:41 | INFO | PID:1379 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-9.99 total_reward_ma:-10.00 loss:-10.53 fps:128 +frame:1.40e+05 wall_t:1094 t:8750 epi:nan +opt_step:26064 lr:0.0003 alpha:0.006738 +2026-02-13 04:42:56 | INFO | PID:1379 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-9.99 total_reward_ma:-10.00 loss:-9.662 fps:128.3 +frame:1.50e+05 wall_t:1169 t:9375 epi:nan +opt_step:27939 lr:0.0003 alpha:0.006738 +2026-02-13 04:44:12 | INFO | PID:1379 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-9.99 total_reward_ma:-10.00 loss:-8.939 fps:128.5 +frame:1.60e+05 wall_t:1245 t:10000 epi:nan +opt_step:29814 lr:0.0003 alpha:0.006738 +2026-02-13 04:45:28 | INFO | PID:1379 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-9.99 total_reward_ma:-10.00 loss:-8.036 fps:128.8 +frame:1.70e+05 wall_t:1320 t:10625 epi:nan +opt_step:31689 lr:0.0003 alpha:0.006738 +2026-02-13 04:46:44 | INFO | PID:1379 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-9.99 total_reward_ma:-10.00 loss:-7.427 fps:128.8 +frame:1.80e+05 wall_t:1397 t:11250 epi:nan +opt_step:33564 lr:0.0003 alpha:0.006738 +2026-02-13 04:48:00 | INFO | PID:1379 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-9.99 total_reward_ma:-10.00 loss:-6.771 fps:129 +frame:1.90e+05 wall_t:1473 t:11875 epi:nan +opt_step:35439 lr:0.0003 alpha:0.006738 +2026-02-13 04:49:16 | INFO | PID:1379 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-9.99 total_reward_ma:-10.00 loss:-6.19 fps:129.1 +frame:2.00e+05 wall_t:1549 t:12500 epi:nan +opt_step:37314 lr:0.0003 alpha:0.006738 +2026-02-13 04:50:31 | INFO | PID:1379 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-9.98 total_reward_ma:-10.00 loss:-5.669 fps:129.3 +frame:2.10e+05 wall_t:1624 t:13125 epi:nan +opt_step:39189 lr:0.0003 alpha:0.006738 +2026-02-13 04:51:47 | INFO | PID:1379 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-9.98 total_reward_ma:-9.99 loss:-5.085 fps:129.4 +frame:2.20e+05 wall_t:1700 t:13750 epi:nan +opt_step:41064 lr:0.0003 alpha:0.006738 +2026-02-13 04:53:04 | INFO | PID:1379 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-9.98 total_reward_ma:-9.99 loss:-4.602 fps:129.4 +frame:2.30e+05 wall_t:1777 t:14375 epi:nan +opt_step:42939 lr:0.0003 alpha:0.006738 +2026-02-13 04:54:20 | INFO | PID:1379 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-9.98 total_reward_ma:-9.99 loss:-4.358 fps:129.5 +frame:2.40e+05 wall_t:1853 t:15000 epi:nan +opt_step:44814 lr:0.0003 alpha:0.006738 +2026-02-13 04:55:36 | INFO | PID:1379 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-9.98 total_reward_ma:-9.99 loss:-3.991 fps:129.6 +frame:2.50e+05 wall_t:1929 t:15625 epi:nan +opt_step:46689 lr:0.0003 alpha:0.006738 +2026-02-13 04:56:51 | INFO | PID:1379 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-9.99 total_reward_ma:-9.99 loss:-3.701 fps:129.7 +frame:2.60e+05 wall_t:2004 t:16250 epi:nan +opt_step:48564 lr:0.0003 alpha:0.006738 +2026-02-13 04:58:07 | INFO | PID:1379 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-9.99 total_reward_ma:-9.99 loss:-3.42 fps:129.8 +frame:2.70e+05 wall_t:2080 t:16875 epi:nan +opt_step:50439 lr:0.0003 alpha:0.006738 +2026-02-13 04:59:23 | INFO | PID:1379 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-9.98 total_reward_ma:-9.99 loss:-3.48 fps:129.9 +frame:2.80e+05 wall_t:2156 t:17500 epi:nan +opt_step:52314 lr:0.0003 alpha:0.006738 +2026-02-13 05:00:39 | INFO | PID:1379 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-9.95 total_reward_ma:-9.99 loss:-3.246 fps:129.9 +frame:2.90e+05 wall_t:2232 t:18125 epi:nan +opt_step:54189 lr:0.0003 alpha:0.006738 +2026-02-13 05:01:56 | INFO | PID:1379 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-9.95 total_reward_ma:-9.99 loss:-3.127 fps:130 +frame:3.00e+05 wall_t:2308 t:18750 epi:nan +opt_step:56064 lr:0.0003 alpha:0.006738 +2026-02-13 05:03:11 | INFO | PID:1379 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-9.95 total_reward_ma:-9.99 loss:-2.916 fps:130 +frame:3.10e+05 wall_t:2384 t:19375 epi:nan +opt_step:57939 lr:0.0003 alpha:0.006738 +2026-02-13 05:04:28 | INFO | PID:1379 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-9.95 total_reward_ma:-9.99 loss:-2.753 fps:130 +frame:3.20e+05 wall_t:2461 t:20000 epi:nan +opt_step:59814 lr:0.0003 alpha:0.006738 +2026-02-13 05:05:45 | INFO | PID:1379 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-9.95 total_reward_ma:-9.99 loss:-2.786 fps:130.1 +frame:3.30e+05 wall_t:2537 t:20625 epi:nan +opt_step:61689 lr:0.0003 alpha:0.006738 +2026-02-13 05:07:01 | INFO | PID:1379 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-9.94 total_reward_ma:-9.98 loss:-2.566 fps:130.1 +frame:3.40e+05 wall_t:2614 t:21250 epi:nan +opt_step:63564 lr:0.0003 alpha:0.006738 +2026-02-13 05:08:17 | INFO | PID:1379 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-9.93 total_reward_ma:-9.98 loss:-2.459 fps:130.1 +frame:3.50e+05 wall_t:2690 t:21875 epi:nan +opt_step:65439 lr:0.0003 alpha:0.006738 +2026-02-13 05:09:33 | INFO | PID:1379 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-9.93 total_reward_ma:-9.98 loss:-2.354 fps:130.2 +frame:3.60e+05 wall_t:2766 t:22500 epi:nan +opt_step:67314 lr:0.0003 alpha:0.006738 +2026-02-13 05:10:49 | INFO | PID:1379 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-9.93 total_reward_ma:-9.98 loss:-2.248 fps:130.2 +frame:3.70e+05 wall_t:2842 t:23125 epi:nan +opt_step:69189 lr:0.0003 alpha:0.006738 +2026-02-13 05:12:04 | INFO | PID:1379 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-9.92 total_reward_ma:-9.98 loss:-2.174 fps:130.3 +frame:3.80e+05 wall_t:2917 t:23750 epi:nan +opt_step:71064 lr:0.0003 alpha:0.006738 +2026-02-13 05:13:20 | INFO | PID:1379 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-9.91 total_reward_ma:-9.98 loss:-2.05 fps:130.3 +frame:3.90e+05 wall_t:2993 t:24375 epi:nan +opt_step:72939 lr:0.0003 alpha:0.006738 +2026-02-13 05:14:36 | INFO | PID:1379 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-9.91 total_reward_ma:-9.97 loss:-1.95 fps:130.3 +frame:4.00e+05 wall_t:3069 t:25000 epi:nan +opt_step:74814 lr:0.0003 alpha:0.006738 +2026-02-13 05:15:51 | INFO | PID:1379 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-9.91 total_reward_ma:-9.97 loss:-1.869 fps:130.4 +frame:4.10e+05 wall_t:3144 t:25625 epi:nan +opt_step:76689 lr:0.0003 alpha:0.006738 +2026-02-13 05:17:07 | INFO | PID:1379 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-9.91 total_reward_ma:-9.97 loss:-1.76 fps:130.4 +frame:4.20e+05 wall_t:3220 t:26250 epi:nan +opt_step:78564 lr:0.0003 alpha:0.006738 +2026-02-13 05:18:23 | INFO | PID:1379 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-9.91 total_reward_ma:-9.97 loss:-1.705 fps:130.5 +frame:4.30e+05 wall_t:3296 t:26875 epi:nan +opt_step:80439 lr:0.0003 alpha:0.006738 +2026-02-13 05:19:39 | INFO | PID:1379 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-9.91 total_reward_ma:-9.97 loss:-1.613 fps:130.5 +frame:4.40e+05 wall_t:3371 t:27500 epi:nan +opt_step:82314 lr:0.0003 alpha:0.006738 +2026-02-13 05:20:54 | INFO | PID:1379 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-9.91 total_reward_ma:-9.97 loss:-1.521 fps:130.5 +frame:4.50e+05 wall_t:3447 t:28125 epi:nan +opt_step:84189 lr:0.0003 alpha:0.006738 +2026-02-13 05:22:10 | INFO | PID:1379 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-9.93 total_reward_ma:-9.97 loss:-1.479 fps:130.6 +frame:4.60e+05 wall_t:3523 t:28750 epi:nan +opt_step:86064 lr:0.0003 alpha:0.006738 +2026-02-13 05:23:26 | INFO | PID:1379 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-9.91 total_reward_ma:-9.97 loss:-1.394 fps:130.6 +frame:4.70e+05 wall_t:3599 t:29375 epi:nan +opt_step:87939 lr:0.0003 alpha:0.006738 +2026-02-13 05:24:42 | INFO | PID:1379 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-9.91 total_reward_ma:-9.96 loss:-1.33 fps:130.6 +frame:4.80e+05 wall_t:3675 t:30000 epi:nan +opt_step:89814 lr:0.0003 alpha:0.006738 +2026-02-13 05:25:57 | INFO | PID:1379 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-9.90 total_reward_ma:-9.96 loss:-1.268 fps:130.7 +frame:4.90e+05 wall_t:3750 t:30625 epi:nan +opt_step:91689 lr:0.0003 alpha:0.006738 +2026-02-13 05:27:13 | INFO | PID:1379 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-9.90 total_reward_ma:-9.96 loss:-1.259 fps:130.7 +frame:5.00e+05 wall_t:3826 t:31250 epi:nan +opt_step:93564 lr:0.0003 alpha:0.006738 +2026-02-13 05:28:29 | INFO | PID:1379 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-9.89 total_reward_ma:-9.96 loss:-1.217 fps:130.7 +frame:5.10e+05 wall_t:3902 t:31875 epi:nan +opt_step:95439 lr:0.0003 alpha:0.006738 +2026-02-13 05:29:44 | INFO | PID:1379 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-9.90 total_reward_ma:-9.96 loss:-1.165 fps:130.8 +frame:5.20e+05 wall_t:3977 t:32500 epi:nan +opt_step:97314 lr:0.0003 alpha:0.006738 +2026-02-13 05:31:00 | INFO | PID:1379 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-9.90 total_reward_ma:-9.96 loss:-1.125 fps:130.8 +frame:5.30e+05 wall_t:4053 t:33125 epi:nan +opt_step:99189 lr:0.0003 alpha:0.006738 +2026-02-13 05:32:15 | INFO | PID:1379 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-9.89 total_reward_ma:-9.96 loss:-1.113 fps:130.8 +frame:5.40e+05 wall_t:4128 t:33750 epi:nan +opt_step:101064 lr:0.0003 alpha:0.006738 +2026-02-13 05:33:31 | INFO | PID:1379 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-9.89 total_reward_ma:-9.95 loss:-1.092 fps:130.8 +frame:5.50e+05 wall_t:4204 t:34375 epi:nan +opt_step:102939 lr:0.0003 alpha:0.006738 +2026-02-13 05:34:47 | INFO | PID:1379 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-9.88 total_reward_ma:-9.95 loss:-1.059 fps:130.8 +frame:5.60e+05 wall_t:4280 t:35000 epi:nan +opt_step:104814 lr:0.0003 alpha:0.006738 +2026-02-13 05:36:03 | INFO | PID:1379 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-9.87 total_reward_ma:-9.95 loss:-1.028 fps:130.9 +frame:5.70e+05 wall_t:4356 t:35625 epi:nan +opt_step:106689 lr:0.0003 alpha:0.006738 +2026-02-13 05:37:19 | INFO | PID:1379 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-9.87 total_reward_ma:-9.95 loss:-1.048 fps:130.9 +frame:5.80e+05 wall_t:4432 t:36250 epi:nan +opt_step:108564 lr:0.0003 alpha:0.006738 +2026-02-13 05:38:34 | INFO | PID:1379 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-9.87 total_reward_ma:-9.95 loss:-0.9995 fps:130.9 +frame:5.90e+05 wall_t:4507 t:36875 epi:nan +opt_step:110439 lr:0.0003 alpha:0.006738 +2026-02-13 05:39:51 | INFO | PID:1379 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-9.87 total_reward_ma:-9.95 loss:-1.004 fps:130.9 +frame:6.00e+05 wall_t:4583 t:37500 epi:nan +opt_step:112314 lr:0.0003 alpha:0.006738 +2026-02-13 05:41:06 | INFO | PID:1379 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-9.86 total_reward_ma:-9.95 loss:-0.983 fps:130.9 +frame:6.10e+05 wall_t:4659 t:38125 epi:nan +opt_step:114189 lr:0.0003 alpha:0.006738 +2026-02-13 05:42:22 | INFO | PID:1379 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-9.84 total_reward_ma:-9.94 loss:-1 fps:130.9 +frame:6.20e+05 wall_t:4735 t:38750 epi:nan +opt_step:116064 lr:0.0003 alpha:0.006738 +2026-02-13 05:43:38 | INFO | PID:1379 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-9.85 total_reward_ma:-9.94 loss:-0.9942 fps:130.9 +frame:6.30e+05 wall_t:4811 t:39375 epi:nan +opt_step:117939 lr:0.0003 alpha:0.006738 +2026-02-13 05:44:54 | INFO | PID:1379 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-9.86 total_reward_ma:-9.94 loss:-0.98 fps:131 +frame:6.40e+05 wall_t:4887 t:40000 epi:nan +opt_step:119814 lr:0.0003 alpha:0.006738 +2026-02-13 05:46:09 | INFO | PID:1379 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-9.87 total_reward_ma:-9.94 loss:-0.9804 fps:131 +frame:6.50e+05 wall_t:4962 t:40625 epi:nan +opt_step:121689 lr:0.0003 alpha:0.006738 +2026-02-13 05:47:25 | INFO | PID:1379 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-9.88 total_reward_ma:-9.94 loss:-0.9816 fps:131 +frame:6.60e+05 wall_t:5038 t:41250 epi:nan +opt_step:123564 lr:0.0003 alpha:0.006738 +2026-02-13 05:48:42 | INFO | PID:1379 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-9.89 total_reward_ma:-9.94 loss:-0.994 fps:131 +frame:6.70e+05 wall_t:5115 t:41875 epi:nan +opt_step:125439 lr:0.0003 alpha:0.006738 +2026-02-13 05:49:58 | INFO | PID:1379 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-9.87 total_reward_ma:-9.94 loss:-0.9932 fps:131 +frame:6.80e+05 wall_t:5191 t:42500 epi:nan +opt_step:127314 lr:0.0003 alpha:0.006738 +2026-02-13 05:51:14 | INFO | PID:1379 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-9.88 total_reward_ma:-9.94 loss:-1.002 fps:131 +frame:6.90e+05 wall_t:5267 t:43125 epi:nan +opt_step:129189 lr:0.0003 alpha:0.006738 +2026-02-13 05:52:31 | INFO | PID:1379 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-9.89 total_reward_ma:-9.94 loss:-1.027 fps:131 +frame:7.00e+05 wall_t:5344 t:43750 epi:nan +opt_step:131064 lr:0.0003 alpha:0.006738 +2026-02-13 05:53:47 | INFO | PID:1379 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-9.90 total_reward_ma:-9.94 loss:-1.045 fps:131 +frame:7.10e+05 wall_t:5420 t:44375 epi:nan +opt_step:132939 lr:0.0003 alpha:0.006738 +2026-02-13 05:55:03 | INFO | PID:1379 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-9.89 total_reward_ma:-9.94 loss:-1.067 fps:131 +frame:7.20e+05 wall_t:5496 t:45000 epi:nan +opt_step:134814 lr:0.0003 alpha:0.006738 +2026-02-13 05:56:19 | INFO | PID:1379 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-9.90 total_reward_ma:-9.93 loss:-1.092 fps:131 +frame:7.30e+05 wall_t:5572 t:45625 epi:nan +opt_step:136689 lr:0.0003 alpha:0.006739 +2026-02-13 05:57:35 | INFO | PID:1379 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-9.89 total_reward_ma:-9.93 loss:-1.087 fps:131 +frame:7.40e+05 wall_t:5648 t:46250 epi:nan +opt_step:138564 lr:0.0003 alpha:0.006738 +2026-02-13 05:58:51 | INFO | PID:1379 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-9.88 total_reward_ma:-9.93 loss:-1.093 fps:131 +frame:7.50e+05 wall_t:5724 t:46875 epi:nan +opt_step:140439 lr:0.0003 alpha:0.006851 +2026-02-13 06:00:08 | INFO | PID:1379 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-9.87 total_reward_ma:-9.93 loss:-1.111 fps:131 +frame:7.60e+05 wall_t:5801 t:47500 epi:nan +opt_step:142314 lr:0.0003 alpha:0.006866 +2026-02-13 06:01:23 | INFO | PID:1379 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-9.88 total_reward_ma:-9.93 loss:-1.151 fps:131 +frame:7.70e+05 wall_t:5876 t:48125 epi:nan +opt_step:144189 lr:0.0003 alpha:0.006754 +2026-02-13 06:02:38 | INFO | PID:1379 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-9.89 total_reward_ma:-9.93 loss:-1.167 fps:131.1 +frame:7.80e+05 wall_t:5951 t:48750 epi:nan +opt_step:146064 lr:0.0003 alpha:0.006738 +2026-02-13 06:03:54 | INFO | PID:1379 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-9.89 total_reward_ma:-9.93 loss:-1.19 fps:131.1 +frame:7.90e+05 wall_t:6027 t:49375 epi:nan +opt_step:147939 lr:0.0003 alpha:0.006827 +2026-02-13 06:05:10 | INFO | PID:1379 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-9.88 total_reward_ma:-9.93 loss:-1.188 fps:131.1 +frame:8.00e+05 wall_t:6103 t:50000 epi:nan +opt_step:149814 lr:0.0003 alpha:0.006738 +2026-02-13 06:06:25 | INFO | PID:1379 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-9.87 total_reward_ma:-9.93 loss:-1.182 fps:131.1 +frame:8.10e+05 wall_t:6178 t:50625 epi:nan +opt_step:151689 lr:0.0003 alpha:0.006741 +2026-02-13 06:07:41 | INFO | PID:1379 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-9.87 total_reward_ma:-9.93 loss:-1.212 fps:131.1 +frame:8.20e+05 wall_t:6254 t:51250 epi:nan +opt_step:153564 lr:0.0003 alpha:0.006962 +2026-02-13 06:08:57 | INFO | PID:1379 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-9.90 total_reward_ma:-9.93 loss:-1.217 fps:131.1 +frame:8.30e+05 wall_t:6330 t:51875 epi:nan +opt_step:155439 lr:0.0003 alpha:0.006961 +2026-02-13 06:10:12 | INFO | PID:1379 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-9.90 total_reward_ma:-9.93 loss:-1.233 fps:131.1 +frame:8.40e+05 wall_t:6405 t:52500 epi:nan +opt_step:157314 lr:0.0003 alpha:0.006867 +2026-02-13 06:11:27 | INFO | PID:1379 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-9.88 total_reward_ma:-9.93 loss:-1.246 fps:131.2 +frame:8.50e+05 wall_t:6480 t:53125 epi:nan +opt_step:159189 lr:0.0003 alpha:0.006856 +2026-02-13 06:12:43 | INFO | PID:1379 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-9.88 total_reward_ma:-9.93 loss:-1.248 fps:131.2 +frame:8.60e+05 wall_t:6556 t:53750 epi:nan +opt_step:161064 lr:0.0003 alpha:0.006967 +2026-02-13 06:13:58 | INFO | PID:1379 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-9.89 total_reward_ma:-9.93 loss:-1.262 fps:131.2 +frame:8.70e+05 wall_t:6631 t:54375 epi:nan +opt_step:162939 lr:0.0003 alpha:0.006756 +2026-02-13 06:15:14 | INFO | PID:1379 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-9.89 total_reward_ma:-9.93 loss:-1.251 fps:131.2 +frame:8.80e+05 wall_t:6707 t:55000 epi:nan +opt_step:164814 lr:0.0003 alpha:0.006923 +2026-02-13 06:16:30 | INFO | PID:1379 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-9.90 total_reward_ma:-9.93 loss:-1.267 fps:131.2 +frame:8.90e+05 wall_t:6782 t:55625 epi:nan +opt_step:166689 lr:0.0003 alpha:0.007085 +2026-02-13 06:17:45 | INFO | PID:1379 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-9.91 total_reward_ma:-9.93 loss:-1.292 fps:131.2 +frame:9.00e+05 wall_t:6858 t:56250 epi:nan +opt_step:168564 lr:0.0003 alpha:0.007021 +2026-02-13 06:19:00 | INFO | PID:1379 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-9.92 total_reward_ma:-9.93 loss:-1.286 fps:131.3 +frame:9.10e+05 wall_t:6933 t:56875 epi:nan +opt_step:170439 lr:0.0003 alpha:0.006916 +2026-02-13 06:20:17 | INFO | PID:1379 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-9.92 total_reward_ma:-9.93 loss:-1.296 fps:131.3 +frame:9.20e+05 wall_t:7009 t:57500 epi:nan +opt_step:172314 lr:0.0003 alpha:0.006837 +2026-02-13 06:21:32 | INFO | PID:1379 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-9.92 total_reward_ma:-9.93 loss:-1.28 fps:131.3 +frame:9.30e+05 wall_t:7085 t:58125 epi:nan +opt_step:174189 lr:0.0003 alpha:0.006947 +2026-02-13 06:22:48 | INFO | PID:1379 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-9.92 total_reward_ma:-9.93 loss:-1.31 fps:131.3 +frame:9.40e+05 wall_t:7161 t:58750 epi:nan +opt_step:176064 lr:0.0003 alpha:0.007013 +2026-02-13 06:24:04 | INFO | PID:1379 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-9.92 total_reward_ma:-9.93 loss:-1.319 fps:131.3 +frame:9.50e+05 wall_t:7237 t:59375 epi:nan +opt_step:177939 lr:0.0003 alpha:0.007036 +2026-02-13 06:25:20 | INFO | PID:1379 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-9.91 total_reward_ma:-9.93 loss:-1.336 fps:131.3 +frame:9.60e+05 wall_t:7313 t:60000 epi:nan +opt_step:179814 lr:0.0003 alpha:0.007149 +2026-02-13 06:26:35 | INFO | PID:1379 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-9.91 total_reward_ma:-9.92 loss:-1.339 fps:131.3 +frame:9.70e+05 wall_t:7388 t:60625 epi:nan +opt_step:181689 lr:0.0003 alpha:0.007082 +2026-02-13 06:27:50 | INFO | PID:1379 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-9.91 total_reward_ma:-9.92 loss:-1.299 fps:131.3 +frame:9.80e+05 wall_t:7463 t:61250 epi:nan +opt_step:183564 lr:0.0003 alpha:0.007053 +2026-02-13 06:29:06 | INFO | PID:1379 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-9.92 total_reward_ma:-9.92 loss:-1.311 fps:131.3 +frame:9.90e+05 wall_t:7539 t:61875 epi:nan +opt_step:185439 lr:0.0003 alpha:0.007291 +2026-02-13 06:30:22 | INFO | PID:1379 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-9.93 total_reward_ma:-9.92 loss:-1.326 fps:131.3 +frame:1.00e+06 wall_t:7615 t:62500 epi:nan +opt_step:187314 lr:0.0003 alpha:0.007194 +2026-02-13 06:31:38 | INFO | PID:1379 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-9.92 total_reward_ma:-9.92 loss:-1.318 fps:131.3 +frame:1.01e+06 wall_t:7691 t:63125 epi:nan +opt_step:189189 lr:0.0003 alpha:0.007103 +2026-02-13 06:32:54 | INFO | PID:1379 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-9.93 total_reward_ma:-9.92 loss:-1.316 fps:131.3 +frame:1.02e+06 wall_t:7767 t:63750 epi:nan +opt_step:191064 lr:0.0003 alpha:0.007012 +2026-02-13 06:34:10 | INFO | PID:1379 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-9.93 total_reward_ma:-9.92 loss:-1.325 fps:131.3 +frame:1.03e+06 wall_t:7843 t:64375 epi:nan +opt_step:192939 lr:0.0003 alpha:0.007029 +2026-02-13 06:35:26 | INFO | PID:1379 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-9.93 total_reward_ma:-9.92 loss:-1.318 fps:131.3 +frame:1.04e+06 wall_t:7919 t:65000 epi:nan +opt_step:194814 lr:0.0003 alpha:0.006973 +2026-02-13 06:36:41 | INFO | PID:1379 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-9.94 total_reward_ma:-9.92 loss:-1.366 fps:131.3 +frame:1.05e+06 wall_t:7994 t:65625 epi:nan +opt_step:196689 lr:0.0003 alpha:0.007 +2026-02-13 06:37:57 | INFO | PID:1379 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-9.94 total_reward_ma:-9.92 loss:-1.316 fps:131.4 +frame:1.06e+06 wall_t:8070 t:66250 epi:nan +opt_step:198564 lr:0.0003 alpha:0.007077 +2026-02-13 06:39:13 | INFO | PID:1379 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-9.95 total_reward_ma:-9.92 loss:-1.271 fps:131.4 +frame:1.07e+06 wall_t:8145 t:66875 epi:nan +opt_step:200439 lr:0.0003 alpha:0.007119 +2026-02-13 06:40:28 | INFO | PID:1379 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-9.95 total_reward_ma:-9.92 loss:-1.309 fps:131.4 +frame:1.08e+06 wall_t:8221 t:67500 epi:nan +opt_step:202314 lr:0.0003 alpha:0.007015 +2026-02-13 06:41:44 | INFO | PID:1379 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-9.94 total_reward_ma:-9.92 loss:-1.309 fps:131.4 +frame:1.09e+06 wall_t:8297 t:68125 epi:nan +opt_step:204189 lr:0.0003 alpha:0.007062 +2026-02-13 06:43:00 | INFO | PID:1379 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-9.95 total_reward_ma:-9.92 loss:-1.325 fps:131.4 +frame:1.10e+06 wall_t:8373 t:68750 epi:nan +opt_step:206064 lr:0.0003 alpha:0.006829 +2026-02-13 06:44:16 | INFO | PID:1379 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-9.96 total_reward_ma:-9.92 loss:-1.267 fps:131.4 +frame:1.11e+06 wall_t:8449 t:69375 epi:nan +opt_step:207939 lr:0.0003 alpha:0.006966 +2026-02-13 06:45:32 | INFO | PID:1379 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-9.96 total_reward_ma:-9.92 loss:-1.291 fps:131.4 +frame:1.12e+06 wall_t:8525 t:70000 epi:nan +opt_step:209814 lr:0.0003 alpha:0.006838 +2026-02-13 06:46:47 | INFO | PID:1379 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-9.95 total_reward_ma:-9.92 loss:-1.28 fps:131.4 +frame:1.13e+06 wall_t:8600 t:70625 epi:nan +opt_step:211689 lr:0.0003 alpha:0.00674 +2026-02-13 06:48:03 | INFO | PID:1379 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-9.95 total_reward_ma:-9.92 loss:-1.266 fps:131.4 +frame:1.14e+06 wall_t:8676 t:71250 epi:nan +opt_step:213564 lr:0.0003 alpha:0.006807 +2026-02-13 06:49:19 | INFO | PID:1379 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-9.94 total_reward_ma:-9.92 loss:-1.249 fps:131.4 +frame:1.15e+06 wall_t:8752 t:71875 epi:nan +opt_step:215439 lr:0.0003 alpha:0.006981 +2026-02-13 06:50:35 | INFO | PID:1379 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-9.95 total_reward_ma:-9.92 loss:-1.282 fps:131.4 +frame:1.16e+06 wall_t:8828 t:72500 epi:nan +opt_step:217314 lr:0.0003 alpha:0.00695 +2026-02-13 06:51:51 | INFO | PID:1379 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-9.94 total_reward_ma:-9.92 loss:-1.254 fps:131.4 +frame:1.17e+06 wall_t:8904 t:73125 epi:nan +opt_step:219189 lr:0.0003 alpha:0.006842 +2026-02-13 06:53:07 | INFO | PID:1379 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-9.94 total_reward_ma:-9.92 loss:-1.279 fps:131.4 +frame:1.18e+06 wall_t:8980 t:73750 epi:nan +opt_step:221064 lr:0.0003 alpha:0.006784 +2026-02-13 06:54:23 | INFO | PID:1379 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-9.94 total_reward_ma:-9.92 loss:-1.266 fps:131.4 +frame:1.19e+06 wall_t:9056 t:74375 epi:nan +opt_step:222939 lr:0.0003 alpha:0.006762 +2026-02-13 06:55:38 | INFO | PID:1379 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-9.94 total_reward_ma:-9.91 loss:-1.245 fps:131.4 +frame:1.20e+06 wall_t:9131 t:75000 epi:nan +opt_step:224814 lr:0.0003 alpha:0.006738 +2026-02-13 06:56:53 | INFO | PID:1379 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-9.94 total_reward_ma:-9.91 loss:-1.248 fps:131.4 +frame:1.21e+06 wall_t:9206 t:75625 epi:nan +opt_step:226689 lr:0.0003 alpha:0.006738 +2026-02-13 06:58:09 | INFO | PID:1379 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-9.94 total_reward_ma:-9.91 loss:-1.228 fps:131.4 +frame:1.22e+06 wall_t:9282 t:76250 epi:nan +opt_step:228564 lr:0.0003 alpha:0.006748 +2026-02-13 06:59:25 | INFO | PID:1379 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-9.94 total_reward_ma:-9.91 loss:-1.222 fps:131.4 +frame:1.23e+06 wall_t:9358 t:76875 epi:nan +opt_step:230439 lr:0.0003 alpha:0.006738 +2026-02-13 07:00:41 | INFO | PID:1379 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-9.95 total_reward_ma:-9.91 loss:-1.194 fps:131.4 +frame:1.24e+06 wall_t:9434 t:77500 epi:nan +opt_step:232314 lr:0.0003 alpha:0.006747 +2026-02-13 07:01:57 | INFO | PID:1379 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-9.95 total_reward_ma:-9.91 loss:-1.241 fps:131.4 +frame:1.25e+06 wall_t:9510 t:78125 epi:nan +opt_step:234189 lr:0.0003 alpha:0.006764 +2026-02-13 07:03:12 | INFO | PID:1379 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-9.95 total_reward_ma:-9.91 loss:-1.193 fps:131.5 +frame:1.26e+06 wall_t:9585 t:78750 epi:nan +opt_step:236064 lr:0.0003 alpha:0.006747 +2026-02-13 07:04:28 | INFO | PID:1379 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-9.95 total_reward_ma:-9.91 loss:-1.201 fps:131.5 +frame:1.27e+06 wall_t:9661 t:79375 epi:nan +opt_step:237939 lr:0.0003 alpha:0.006741 +2026-02-13 07:05:43 | INFO | PID:1379 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-9.94 total_reward_ma:-9.91 loss:-1.202 fps:131.5 +frame:1.28e+06 wall_t:9736 t:80000 epi:nan +opt_step:239814 lr:0.0003 alpha:0.006738 +2026-02-13 07:06:59 | INFO | PID:1379 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-9.95 total_reward_ma:-9.91 loss:-1.181 fps:131.5 +frame:1.29e+06 wall_t:9812 t:80625 epi:nan +opt_step:241689 lr:0.0003 alpha:0.006738 +2026-02-13 07:08:14 | INFO | PID:1379 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-9.94 total_reward_ma:-9.91 loss:-1.175 fps:131.5 +frame:1.30e+06 wall_t:9887 t:81250 epi:nan +opt_step:243564 lr:0.0003 alpha:0.006741 +2026-02-13 07:09:30 | INFO | PID:1379 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-9.94 total_reward_ma:-9.91 loss:-1.205 fps:131.5 +frame:1.31e+06 wall_t:9963 t:81875 epi:nan +opt_step:245439 lr:0.0003 alpha:0.006746 +2026-02-13 07:10:45 | INFO | PID:1379 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-9.93 total_reward_ma:-9.91 loss:-1.179 fps:131.5 +frame:1.32e+06 wall_t:10038 t:82500 epi:nan +opt_step:247314 lr:0.0003 alpha:0.006774 +2026-02-13 07:12:02 | INFO | PID:1379 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-9.94 total_reward_ma:-9.91 loss:-1.183 fps:131.5 +frame:1.33e+06 wall_t:10115 t:83125 epi:nan +opt_step:249189 lr:0.0003 alpha:0.006785 +2026-02-13 07:13:18 | INFO | PID:1379 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-9.94 total_reward_ma:-9.91 loss:-1.186 fps:131.5 +frame:1.34e+06 wall_t:10191 t:83750 epi:nan +opt_step:251064 lr:0.0003 alpha:0.006771 +2026-02-13 07:14:34 | INFO | PID:1379 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-9.93 total_reward_ma:-9.91 loss:-1.192 fps:131.5 +frame:1.35e+06 wall_t:10267 t:84375 epi:nan +opt_step:252939 lr:0.0003 alpha:0.00674 +2026-02-13 07:15:49 | INFO | PID:1379 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-9.91 total_reward_ma:-9.91 loss:-1.178 fps:131.5 +frame:1.36e+06 wall_t:10342 t:85000 epi:nan +opt_step:254814 lr:0.0003 alpha:0.006738 +2026-02-13 07:17:05 | INFO | PID:1379 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-9.91 total_reward_ma:-9.91 loss:-1.192 fps:131.5 +frame:1.37e+06 wall_t:10418 t:85625 epi:nan +opt_step:256689 lr:0.0003 alpha:0.006824 +2026-02-13 07:18:20 | INFO | PID:1379 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-9.90 total_reward_ma:-9.91 loss:-1.164 fps:131.5 +frame:1.38e+06 wall_t:10493 t:86250 epi:nan +opt_step:258564 lr:0.0003 alpha:0.006978 +2026-02-13 07:19:36 | INFO | PID:1379 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-9.90 total_reward_ma:-9.91 loss:-1.159 fps:131.5 +frame:1.39e+06 wall_t:10569 t:86875 epi:nan +opt_step:260439 lr:0.0003 alpha:0.006919 +2026-02-13 07:20:51 | INFO | PID:1379 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-9.89 total_reward_ma:-9.91 loss:-1.182 fps:131.5 +frame:1.40e+06 wall_t:10644 t:87500 epi:nan +opt_step:262314 lr:0.0003 alpha:0.006938 +2026-02-13 07:22:07 | INFO | PID:1379 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-9.90 total_reward_ma:-9.91 loss:-1.135 fps:131.5 +frame:1.41e+06 wall_t:10720 t:88125 epi:nan +opt_step:264189 lr:0.0003 alpha:0.006924 +2026-02-13 07:23:23 | INFO | PID:1379 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-9.88 total_reward_ma:-9.91 loss:-1.153 fps:131.5 +frame:1.42e+06 wall_t:10796 t:88750 epi:nan +opt_step:266064 lr:0.0003 alpha:0.006934 +2026-02-13 07:24:38 | INFO | PID:1379 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-9.86 total_reward_ma:-9.91 loss:-1.201 fps:131.5 +frame:1.43e+06 wall_t:10871 t:89375 epi:nan +opt_step:267939 lr:0.0003 alpha:0.006955 +2026-02-13 07:25:53 | INFO | PID:1379 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-9.87 total_reward_ma:-9.91 loss:-1.209 fps:131.6 +frame:1.44e+06 wall_t:10946 t:90000 epi:nan +opt_step:269814 lr:0.0003 alpha:0.007052 +2026-02-13 07:27:08 | INFO | PID:1379 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-9.87 total_reward_ma:-9.91 loss:-1.211 fps:131.6 +frame:1.45e+06 wall_t:11021 t:90625 epi:nan +opt_step:271689 lr:0.0003 alpha:0.007051 +2026-02-13 07:28:24 | INFO | PID:1379 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-9.87 total_reward_ma:-9.91 loss:-1.137 fps:131.6 +frame:1.46e+06 wall_t:11097 t:91250 epi:nan +opt_step:273564 lr:0.0003 alpha:0.007079 +2026-02-13 07:29:39 | INFO | PID:1379 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-9.87 total_reward_ma:-9.91 loss:-1.244 fps:131.6 +frame:1.47e+06 wall_t:11172 t:91875 epi:nan +opt_step:275439 lr:0.0003 alpha:0.007178 +2026-02-13 07:30:55 | INFO | PID:1379 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-9.87 total_reward_ma:-9.91 loss:-1.249 fps:131.6 +frame:1.48e+06 wall_t:11248 t:92500 epi:nan +opt_step:277314 lr:0.0003 alpha:0.007353 +2026-02-13 07:32:11 | INFO | PID:1379 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-9.87 total_reward_ma:-9.91 loss:-1.389 fps:131.6 +frame:1.49e+06 wall_t:11324 t:93125 epi:nan +opt_step:279189 lr:0.0003 alpha:0.00781 +2026-02-13 07:33:26 | INFO | PID:1379 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-9.86 total_reward_ma:-9.91 loss:-1.506 fps:131.6 +frame:1.50e+06 wall_t:11399 t:93750 epi:nan +opt_step:281064 lr:0.0003 alpha:0.008824 +2026-02-13 07:34:42 | INFO | PID:1379 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-9.86 total_reward_ma:-9.91 loss:-1.837 fps:131.6 +frame:1.51e+06 wall_t:11475 t:94375 epi:nan +opt_step:282939 lr:0.0003 alpha:0.01112 +2026-02-13 07:35:57 | INFO | PID:1379 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-9.87 total_reward_ma:-9.91 loss:-1.829 fps:131.6 +frame:1.52e+06 wall_t:11550 t:95000 epi:nan +opt_step:284814 lr:0.0003 alpha:0.01416 +2026-02-13 07:37:13 | INFO | PID:1379 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-9.86 total_reward_ma:-9.91 loss:-2.375 fps:131.6 +frame:1.53e+06 wall_t:11626 t:95625 epi:nan +opt_step:286689 lr:0.0003 alpha:0.01713 +2026-02-13 07:38:29 | INFO | PID:1379 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-9.85 total_reward_ma:-9.91 loss:-2.863 fps:131.6 +frame:1.54e+06 wall_t:11702 t:96250 epi:nan +opt_step:288564 lr:0.0003 alpha:0.01968 +2026-02-13 07:39:44 | INFO | PID:1379 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-9.84 total_reward_ma:-9.90 loss:-3.198 fps:131.6 +frame:1.55e+06 wall_t:11777 t:96875 epi:nan +opt_step:290439 lr:0.0003 alpha:0.02002 +2026-02-13 07:41:00 | INFO | PID:1379 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-9.78 total_reward_ma:-9.90 loss:-3.422 fps:131.6 +frame:1.56e+06 wall_t:11853 t:97500 epi:nan +opt_step:292314 lr:0.0003 alpha:0.02007 +2026-02-13 07:42:17 | INFO | PID:1379 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-9.73 total_reward_ma:-9.90 loss:-3.572 fps:131.6 +frame:1.57e+06 wall_t:11930 t:98125 epi:nan +opt_step:294189 lr:0.0003 alpha:0.02007 +2026-02-13 07:43:32 | INFO | PID:1379 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-9.70 total_reward_ma:-9.90 loss:-3.601 fps:131.6 +frame:1.58e+06 wall_t:12005 t:98750 epi:nan +opt_step:296064 lr:0.0003 alpha:0.0191 +2026-02-13 07:44:48 | INFO | PID:1379 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-9.68 total_reward_ma:-9.90 loss:-3.616 fps:131.6 +frame:1.59e+06 wall_t:12081 t:99375 epi:nan +opt_step:297939 lr:0.0003 alpha:0.01854 +2026-02-13 07:46:03 | INFO | PID:1379 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-9.68 total_reward_ma:-9.90 loss:-3.821 fps:131.6 +frame:1.60e+06 wall_t:12156 t:100000 epi:nan +opt_step:299814 lr:0.0003 alpha:0.01781 +2026-02-13 07:47:19 | INFO | PID:1379 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-9.66 total_reward_ma:-9.89 loss:-3.888 fps:131.6 +frame:1.61e+06 wall_t:12232 t:100625 epi:nan +opt_step:301689 lr:0.0003 alpha:0.01578 +2026-02-13 07:48:36 | INFO | PID:1379 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-9.67 total_reward_ma:-9.89 loss:-3.819 fps:131.6 +frame:1.62e+06 wall_t:12309 t:101250 epi:nan +opt_step:303564 lr:0.0003 alpha:0.01428 +2026-02-13 07:49:53 | INFO | PID:1379 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-9.66 total_reward_ma:-9.89 loss:-3.664 fps:131.6 +frame:1.63e+06 wall_t:12386 t:101875 epi:nan +opt_step:305439 lr:0.0003 alpha:0.01266 +2026-02-13 07:51:08 | INFO | PID:1379 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-9.66 total_reward_ma:-9.89 loss:-3.563 fps:131.6 +frame:1.64e+06 wall_t:12461 t:102500 epi:nan +opt_step:307314 lr:0.0003 alpha:0.01176 +2026-02-13 07:52:24 | INFO | PID:1379 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-9.65 total_reward_ma:-9.89 loss:-3.431 fps:131.6 +frame:1.65e+06 wall_t:12537 t:103125 epi:nan +opt_step:309189 lr:0.0003 alpha:0.0104 +2026-02-13 07:53:39 | INFO | PID:1379 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-9.61 total_reward_ma:-9.88 loss:-3.351 fps:131.6 +frame:1.66e+06 wall_t:12612 t:103750 epi:nan +opt_step:311064 lr:0.0003 alpha:0.009671 +2026-02-13 07:54:54 | INFO | PID:1379 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-9.62 total_reward_ma:-9.88 loss:-3.395 fps:131.6 +frame:1.67e+06 wall_t:12687 t:104375 epi:nan +opt_step:312939 lr:0.0003 alpha:0.0104 +2026-02-13 07:56:09 | INFO | PID:1379 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-9.60 total_reward_ma:-9.88 loss:-3.577 fps:131.6 +frame:1.68e+06 wall_t:12762 t:105000 epi:nan +opt_step:314814 lr:0.0003 alpha:0.01133 +2026-02-13 07:57:25 | INFO | PID:1379 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-9.60 total_reward_ma:-9.88 loss:-3.547 fps:131.6 +frame:1.69e+06 wall_t:12838 t:105625 epi:nan +opt_step:316689 lr:0.0003 alpha:0.01242 +2026-02-13 07:58:40 | INFO | PID:1379 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-9.60 total_reward_ma:-9.87 loss:-3.593 fps:131.7 +frame:1.70e+06 wall_t:12913 t:106250 epi:nan +opt_step:318564 lr:0.0003 alpha:0.01274 +2026-02-13 07:59:56 | INFO | PID:1379 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-9.60 total_reward_ma:-9.87 loss:-3.602 fps:131.6 +frame:1.71e+06 wall_t:12989 t:106875 epi:nan +opt_step:320439 lr:0.0003 alpha:0.01259 +2026-02-13 08:01:12 | INFO | PID:1379 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-9.61 total_reward_ma:-9.87 loss:-3.759 fps:131.6 +frame:1.72e+06 wall_t:13065 t:107500 epi:nan +opt_step:322314 lr:0.0003 alpha:0.01263 +2026-02-13 08:02:28 | INFO | PID:1379 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-9.64 total_reward_ma:-9.86 loss:-3.561 fps:131.7 +frame:1.73e+06 wall_t:13140 t:108125 epi:nan +opt_step:324189 lr:0.0003 alpha:0.01184 +2026-02-13 08:03:44 | INFO | PID:1379 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-9.69 total_reward_ma:-9.86 loss:-3.51 fps:131.6 +frame:1.74e+06 wall_t:13217 t:108750 epi:nan +opt_step:326064 lr:0.0003 alpha:0.01101 +2026-02-13 08:05:01 | INFO | PID:1379 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-9.74 total_reward_ma:-9.86 loss:-3.616 fps:131.6 +frame:1.75e+06 wall_t:13293 t:109375 epi:nan +opt_step:327939 lr:0.0003 alpha:0.01027 +2026-02-13 08:06:17 | INFO | PID:1379 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-9.76 total_reward_ma:-9.86 loss:-3.427 fps:131.6 +frame:1.76e+06 wall_t:13370 t:110000 epi:nan +opt_step:329814 lr:0.0003 alpha:0.009524 +2026-02-13 08:07:33 | INFO | PID:1379 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-9.74 total_reward_ma:-9.86 loss:-3.302 fps:131.6 +frame:1.77e+06 wall_t:13446 t:110625 epi:nan +opt_step:331689 lr:0.0003 alpha:0.008823 +2026-02-13 08:08:49 | INFO | PID:1379 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-9.75 total_reward_ma:-9.86 loss:-3.139 fps:131.6 +frame:1.78e+06 wall_t:13522 t:111250 epi:nan +opt_step:333564 lr:0.0003 alpha:0.008546 +2026-02-13 08:10:05 | INFO | PID:1379 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-9.76 total_reward_ma:-9.86 loss:-2.979 fps:131.6 +frame:1.79e+06 wall_t:13598 t:111875 epi:nan +opt_step:335439 lr:0.0003 alpha:0.008231 +2026-02-13 08:11:20 | INFO | PID:1379 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-9.72 total_reward_ma:-9.85 loss:-2.859 fps:131.6 +frame:1.80e+06 wall_t:13673 t:112500 epi:nan +opt_step:337314 lr:0.0003 alpha:0.008012 +2026-02-13 08:12:35 | INFO | PID:1379 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-9.73 total_reward_ma:-9.85 loss:-2.693 fps:131.7 +frame:1.81e+06 wall_t:13748 t:113125 epi:nan +opt_step:339189 lr:0.0003 alpha:0.008016 +2026-02-13 08:13:52 | INFO | PID:1379 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-9.73 total_reward_ma:-9.85 loss:-2.561 fps:131.6 +frame:1.82e+06 wall_t:13825 t:113750 epi:nan +opt_step:341064 lr:0.0003 alpha:0.007701 +2026-02-13 08:15:08 | INFO | PID:1379 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-9.72 total_reward_ma:-9.85 loss:-2.446 fps:131.6 +frame:1.83e+06 wall_t:13901 t:114375 epi:nan +opt_step:342939 lr:0.0003 alpha:0.007571 +2026-02-13 08:16:23 | INFO | PID:1379 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-9.77 total_reward_ma:-9.85 loss:-2.3 fps:131.7 +frame:1.84e+06 wall_t:13976 t:115000 epi:nan +opt_step:344814 lr:0.0003 alpha:0.00753 +2026-02-13 08:17:39 | INFO | PID:1379 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-9.77 total_reward_ma:-9.85 loss:-2.193 fps:131.7 +frame:1.85e+06 wall_t:14052 t:115625 epi:nan +opt_step:346689 lr:0.0003 alpha:0.007442 +2026-02-13 08:18:56 | INFO | PID:1379 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-9.77 total_reward_ma:-9.85 loss:-2.118 fps:131.7 +frame:1.86e+06 wall_t:14128 t:116250 epi:nan +opt_step:348564 lr:0.0003 alpha:0.007394 +2026-02-13 08:20:11 | INFO | PID:1379 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-9.76 total_reward_ma:-9.85 loss:-2 fps:131.7 +frame:1.87e+06 wall_t:14204 t:116875 epi:nan +opt_step:350439 lr:0.0003 alpha:0.007603 +2026-02-13 08:21:27 | INFO | PID:1379 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-9.78 total_reward_ma:-9.84 loss:-1.956 fps:131.7 +frame:1.88e+06 wall_t:14279 t:117500 epi:nan +opt_step:352314 lr:0.0003 alpha:0.007288 +2026-02-13 08:22:41 | INFO | PID:1379 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-9.78 total_reward_ma:-9.84 loss:-1.897 fps:131.7 +frame:1.89e+06 wall_t:14354 t:118125 epi:nan +opt_step:354189 lr:0.0003 alpha:0.007175 +2026-02-13 08:23:57 | INFO | PID:1379 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-9.80 total_reward_ma:-9.84 loss:-1.783 fps:131.7 +frame:1.90e+06 wall_t:14430 t:118750 epi:nan +opt_step:356064 lr:0.0003 alpha:0.007031 +2026-02-13 08:25:12 | INFO | PID:1379 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-9.80 total_reward_ma:-9.84 loss:-1.785 fps:131.7 +frame:1.91e+06 wall_t:14505 t:119375 epi:nan +opt_step:357939 lr:0.0003 alpha:0.007173 +2026-02-13 08:26:28 | INFO | PID:1379 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-9.82 total_reward_ma:-9.84 loss:-1.688 fps:131.7 +frame:1.92e+06 wall_t:14580 t:120000 epi:nan +opt_step:359814 lr:0.0003 alpha:0.007037 +2026-02-13 08:27:43 | INFO | PID:1379 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-9.84 total_reward_ma:-9.84 loss:-1.622 fps:131.7 +frame:1.93e+06 wall_t:14656 t:120625 epi:nan +opt_step:361689 lr:0.0003 alpha:0.007106 +2026-02-13 08:28:58 | INFO | PID:1379 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-9.83 total_reward_ma:-9.84 loss:-1.581 fps:131.7 +frame:1.94e+06 wall_t:14731 t:121250 epi:nan +opt_step:363564 lr:0.0003 alpha:0.007172 +2026-02-13 08:30:14 | INFO | PID:1379 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-9.85 total_reward_ma:-9.84 loss:-1.592 fps:131.7 +frame:1.95e+06 wall_t:14807 t:121875 epi:nan +opt_step:365439 lr:0.0003 alpha:0.007366 +2026-02-13 08:31:29 | INFO | PID:1379 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-9.86 total_reward_ma:-9.84 loss:-1.535 fps:131.7 +frame:1.96e+06 wall_t:14882 t:122500 epi:nan +opt_step:367314 lr:0.0003 alpha:0.007405 +2026-02-13 08:32:45 | INFO | PID:1379 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-9.84 total_reward_ma:-9.84 loss:-1.476 fps:131.7 +frame:1.97e+06 wall_t:14958 t:123125 epi:nan +opt_step:369189 lr:0.0003 alpha:0.007285 +2026-02-13 08:34:01 | INFO | PID:1379 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-9.82 total_reward_ma:-9.84 loss:-1.449 fps:131.7 +frame:1.98e+06 wall_t:15034 t:123750 epi:nan +opt_step:371064 lr:0.0003 alpha:0.006955 +2026-02-13 08:35:17 | INFO | PID:1379 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-9.81 total_reward_ma:-9.83 loss:-1.381 fps:131.7 +frame:1.99e+06 wall_t:15110 t:124375 epi:nan +opt_step:372939 lr:0.0003 alpha:0.006879 +2026-02-13 08:36:30 | INFO | PID:1379 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_surround_t0_s2 [train] +total_reward:-9.79 total_reward_ma:-9.83 loss:-1.435 fps:131.7 +frame:2.00e+06 wall_t:15183 t:125000 epi:nan +opt_step:374814 lr:0.0003 alpha:0.006907 +2026-02-13 08:36:31 | INFO | PID:1379 | slm_lab.lib.logger:info | Session 2 done diff --git a/data/sac_atari_surround_2026_02_13_042319/log/sac_atari_surround_t0_s3.log b/data/sac_atari_surround_2026_02_13_042319/log/sac_atari_surround_t0_s3.log new file mode 100644 index 0000000000000000000000000000000000000000..bf7a1666c35663fc0dd40d242008de734bba4f90 --- /dev/null +++ b/data/sac_atari_surround_2026_02_13_042319/log/sac_atari_surround_t0_s3.log @@ -0,0 +1,802 @@ +2026-02-13 04:23:24 | INFO | PID:1380 | slm_lab.env:_make_vector_env | AtariVectorEnv: 16 envs, native preprocessing +2026-02-13 04:25:12 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:nan total_reward_ma:nan loss:-12.36 fps:96.15 +frame:1.00e+04 wall_t:104 t:625 epi:nan +opt_step:1689 lr:0.0003 alpha:0.6296 +2026-02-13 04:26:27 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-10.00 total_reward_ma:-10.00 loss:-17.37 fps:111.1 +frame:2.00e+04 wall_t:180 t:1250 epi:nan +opt_step:3564 lr:0.0003 alpha:0.4026 +2026-02-13 04:27:42 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-10.00 total_reward_ma:-10.00 loss:-19.87 fps:117.6 +frame:3.00e+04 wall_t:255 t:1875 epi:nan +opt_step:5439 lr:0.0003 alpha:0.2636 +2026-02-13 04:29:00 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-10.00 total_reward_ma:-10.00 loss:-20.61 fps:120.1 +frame:4.00e+04 wall_t:333 t:2500 epi:nan +opt_step:7314 lr:0.0003 alpha:0.1741 +2026-02-13 04:30:17 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-10.00 total_reward_ma:-10.00 loss:-20.39 fps:122 +frame:5.00e+04 wall_t:410 t:3125 epi:nan +opt_step:9189 lr:0.0003 alpha:0.1154 +2026-02-13 04:31:33 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-10.00 total_reward_ma:-10.00 loss:-19.82 fps:123.5 +frame:6.00e+04 wall_t:486 t:3750 epi:nan +opt_step:11064 lr:0.0003 alpha:0.07668 +2026-02-13 04:32:49 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-10.00 total_reward_ma:-10.00 loss:-18.89 fps:124.6 +frame:7.00e+04 wall_t:562 t:4375 epi:nan +opt_step:12939 lr:0.0003 alpha:0.05104 +2026-02-13 04:34:05 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-10.00 total_reward_ma:-10.00 loss:-17.63 fps:125.6 +frame:8.00e+04 wall_t:637 t:5000 epi:nan +opt_step:14814 lr:0.0003 alpha:0.03405 +2026-02-13 04:35:21 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-10.00 total_reward_ma:-10.00 loss:-16.33 fps:126.1 +frame:9.00e+04 wall_t:714 t:5625 epi:nan +opt_step:16689 lr:0.0003 alpha:0.02277 +2026-02-13 04:36:37 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-10.00 total_reward_ma:-10.00 loss:-15.17 fps:126.7 +frame:1.00e+05 wall_t:789 t:6250 epi:nan +opt_step:18564 lr:0.0003 alpha:0.01527 +2026-02-13 04:37:52 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-10.00 total_reward_ma:-10.00 loss:-13.94 fps:127.2 +frame:1.10e+05 wall_t:865 t:6875 epi:nan +opt_step:20439 lr:0.0003 alpha:0.01029 +2026-02-13 04:39:08 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-9.99 total_reward_ma:-10.00 loss:-12.74 fps:127.5 +frame:1.20e+05 wall_t:941 t:7500 epi:nan +opt_step:22314 lr:0.0003 alpha:0.007001 +2026-02-13 04:40:26 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-9.99 total_reward_ma:-10.00 loss:-11.68 fps:127.6 +frame:1.30e+05 wall_t:1019 t:8125 epi:nan +opt_step:24189 lr:0.0003 alpha:0.006738 +2026-02-13 04:41:42 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-9.99 total_reward_ma:-10.00 loss:-10.64 fps:127.9 +frame:1.40e+05 wall_t:1095 t:8750 epi:nan +opt_step:26064 lr:0.0003 alpha:0.006738 +2026-02-13 04:42:58 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-9.99 total_reward_ma:-10.00 loss:-9.73 fps:128.1 +frame:1.50e+05 wall_t:1171 t:9375 epi:nan +opt_step:27939 lr:0.0003 alpha:0.006738 +2026-02-13 04:44:14 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-9.99 total_reward_ma:-10.00 loss:-8.841 fps:128.3 +frame:1.60e+05 wall_t:1247 t:10000 epi:nan +opt_step:29814 lr:0.0003 alpha:0.006738 +2026-02-13 04:45:30 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-9.99 total_reward_ma:-10.00 loss:-8.06 fps:128.5 +frame:1.70e+05 wall_t:1323 t:10625 epi:nan +opt_step:31689 lr:0.0003 alpha:0.006738 +2026-02-13 04:46:46 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-9.99 total_reward_ma:-10.00 loss:-7.405 fps:128.7 +frame:1.80e+05 wall_t:1399 t:11250 epi:nan +opt_step:33564 lr:0.0003 alpha:0.006738 +2026-02-13 04:48:02 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-9.99 total_reward_ma:-10.00 loss:-6.726 fps:128.8 +frame:1.90e+05 wall_t:1475 t:11875 epi:nan +opt_step:35439 lr:0.0003 alpha:0.006738 +2026-02-13 04:49:18 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-9.99 total_reward_ma:-10.00 loss:-6.167 fps:128.9 +frame:2.00e+05 wall_t:1551 t:12500 epi:nan +opt_step:37314 lr:0.0003 alpha:0.006738 +2026-02-13 04:50:34 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-9.99 total_reward_ma:-9.99 loss:-5.696 fps:129.2 +frame:2.10e+05 wall_t:1626 t:13125 epi:nan +opt_step:39189 lr:0.0003 alpha:0.006738 +2026-02-13 04:51:50 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-9.99 total_reward_ma:-9.99 loss:-5.196 fps:129.2 +frame:2.20e+05 wall_t:1703 t:13750 epi:nan +opt_step:41064 lr:0.0003 alpha:0.006738 +2026-02-13 04:53:05 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-9.99 total_reward_ma:-9.99 loss:-4.743 fps:129.4 +frame:2.30e+05 wall_t:1778 t:14375 epi:nan +opt_step:42939 lr:0.0003 alpha:0.006738 +2026-02-13 04:54:21 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-10.00 total_reward_ma:-9.99 loss:-4.285 fps:129.4 +frame:2.40e+05 wall_t:1854 t:15000 epi:nan +opt_step:44814 lr:0.0003 alpha:0.006738 +2026-02-13 04:55:36 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-10.00 total_reward_ma:-9.99 loss:-3.853 fps:129.6 +frame:2.50e+05 wall_t:1929 t:15625 epi:nan +opt_step:46689 lr:0.0003 alpha:0.006738 +2026-02-13 04:56:52 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-10.00 total_reward_ma:-10.00 loss:-3.655 fps:129.7 +frame:2.60e+05 wall_t:2004 t:16250 epi:nan +opt_step:48564 lr:0.0003 alpha:0.006738 +2026-02-13 04:58:07 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-10.00 total_reward_ma:-10.00 loss:-3.363 fps:129.8 +frame:2.70e+05 wall_t:2080 t:16875 epi:nan +opt_step:50439 lr:0.0003 alpha:0.006738 +2026-02-13 04:59:23 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-10.00 total_reward_ma:-10.00 loss:-3.073 fps:129.9 +frame:2.80e+05 wall_t:2156 t:17500 epi:nan +opt_step:52314 lr:0.0003 alpha:0.006738 +2026-02-13 05:00:39 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-10.00 total_reward_ma:-10.00 loss:-2.788 fps:129.9 +frame:2.90e+05 wall_t:2232 t:18125 epi:nan +opt_step:54189 lr:0.0003 alpha:0.006738 +2026-02-13 05:01:56 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-10.00 total_reward_ma:-10.00 loss:-2.576 fps:129.9 +frame:3.00e+05 wall_t:2309 t:18750 epi:nan +opt_step:56064 lr:0.0003 alpha:0.006738 +2026-02-13 05:03:12 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-10.00 total_reward_ma:-10.00 loss:-2.361 fps:130 +frame:3.10e+05 wall_t:2384 t:19375 epi:nan +opt_step:57939 lr:0.0003 alpha:0.006738 +2026-02-13 05:04:28 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-10.00 total_reward_ma:-10.00 loss:-2.178 fps:130 +frame:3.20e+05 wall_t:2461 t:20000 epi:nan +opt_step:59814 lr:0.0003 alpha:0.006738 +2026-02-13 05:05:45 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-10.00 total_reward_ma:-10.00 loss:-2.024 fps:130 +frame:3.30e+05 wall_t:2538 t:20625 epi:nan +opt_step:61689 lr:0.0003 alpha:0.006738 +2026-02-13 05:07:02 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-9.99 total_reward_ma:-10.00 loss:-1.87 fps:130.1 +frame:3.40e+05 wall_t:2614 t:21250 epi:nan +opt_step:63564 lr:0.0003 alpha:0.006738 +2026-02-13 05:08:17 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-9.99 total_reward_ma:-10.00 loss:-1.702 fps:130.1 +frame:3.50e+05 wall_t:2690 t:21875 epi:nan +opt_step:65439 lr:0.0003 alpha:0.006738 +2026-02-13 05:09:33 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-9.99 total_reward_ma:-10.00 loss:-1.589 fps:130.2 +frame:3.60e+05 wall_t:2766 t:22500 epi:nan +opt_step:67314 lr:0.0003 alpha:0.006738 +2026-02-13 05:10:49 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-9.99 total_reward_ma:-10.00 loss:-1.479 fps:130.2 +frame:3.70e+05 wall_t:2841 t:23125 epi:nan +opt_step:69189 lr:0.0003 alpha:0.006738 +2026-02-13 05:12:04 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-9.99 total_reward_ma:-10.00 loss:-1.378 fps:130.3 +frame:3.80e+05 wall_t:2917 t:23750 epi:nan +opt_step:71064 lr:0.0003 alpha:0.006738 +2026-02-13 05:13:21 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-9.98 total_reward_ma:-9.99 loss:-1.273 fps:130.3 +frame:3.90e+05 wall_t:2993 t:24375 epi:nan +opt_step:72939 lr:0.0003 alpha:0.006738 +2026-02-13 05:14:36 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-9.98 total_reward_ma:-9.99 loss:-1.197 fps:130.3 +frame:4.00e+05 wall_t:3069 t:25000 epi:nan +opt_step:74814 lr:0.0003 alpha:0.006738 +2026-02-13 05:15:52 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-9.98 total_reward_ma:-9.99 loss:-1.103 fps:130.4 +frame:4.10e+05 wall_t:3144 t:25625 epi:nan +opt_step:76689 lr:0.0003 alpha:0.006738 +2026-02-13 05:17:08 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-9.98 total_reward_ma:-9.99 loss:-1.048 fps:130.4 +frame:4.20e+05 wall_t:3220 t:26250 epi:nan +opt_step:78564 lr:0.0003 alpha:0.006738 +2026-02-13 05:18:23 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-9.98 total_reward_ma:-9.99 loss:-0.9788 fps:130.5 +frame:4.30e+05 wall_t:3296 t:26875 epi:nan +opt_step:80439 lr:0.0003 alpha:0.006738 +2026-02-13 05:19:39 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-9.96 total_reward_ma:-9.99 loss:-0.9408 fps:130.5 +frame:4.40e+05 wall_t:3372 t:27500 epi:nan +opt_step:82314 lr:0.0003 alpha:0.006738 +2026-02-13 05:20:55 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-9.96 total_reward_ma:-9.99 loss:-0.8778 fps:130.5 +frame:4.50e+05 wall_t:3447 t:28125 epi:nan +opt_step:84189 lr:0.0003 alpha:0.006738 +2026-02-13 05:22:10 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-9.96 total_reward_ma:-9.99 loss:-0.8321 fps:130.6 +frame:4.60e+05 wall_t:3523 t:28750 epi:nan +opt_step:86064 lr:0.0003 alpha:0.006738 +2026-02-13 05:23:26 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-9.97 total_reward_ma:-9.99 loss:-0.8074 fps:130.6 +frame:4.70e+05 wall_t:3599 t:29375 epi:nan +opt_step:87939 lr:0.0003 alpha:0.006738 +2026-02-13 05:24:42 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-9.96 total_reward_ma:-9.99 loss:-0.781 fps:130.6 +frame:4.80e+05 wall_t:3675 t:30000 epi:nan +opt_step:89814 lr:0.0003 alpha:0.006738 +2026-02-13 05:25:57 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-9.96 total_reward_ma:-9.99 loss:-0.7429 fps:130.7 +frame:4.90e+05 wall_t:3750 t:30625 epi:nan +opt_step:91689 lr:0.0003 alpha:0.006738 +2026-02-13 05:27:13 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-9.96 total_reward_ma:-9.99 loss:-0.7306 fps:130.7 +frame:5.00e+05 wall_t:3826 t:31250 epi:nan +opt_step:93564 lr:0.0003 alpha:0.006738 +2026-02-13 05:28:29 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-9.96 total_reward_ma:-9.99 loss:-0.7395 fps:130.7 +frame:5.10e+05 wall_t:3901 t:31875 epi:nan +opt_step:95439 lr:0.0003 alpha:0.006738 +2026-02-13 05:29:44 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-9.96 total_reward_ma:-9.99 loss:-0.7196 fps:130.8 +frame:5.20e+05 wall_t:3977 t:32500 epi:nan +opt_step:97314 lr:0.0003 alpha:0.006738 +2026-02-13 05:31:00 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-9.96 total_reward_ma:-9.99 loss:-0.6842 fps:130.8 +frame:5.30e+05 wall_t:4053 t:33125 epi:nan +opt_step:99189 lr:0.0003 alpha:0.006738 +2026-02-13 05:32:15 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-9.96 total_reward_ma:-9.99 loss:-0.6894 fps:130.8 +frame:5.40e+05 wall_t:4128 t:33750 epi:nan +opt_step:101064 lr:0.0003 alpha:0.006738 +2026-02-13 05:33:32 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-9.96 total_reward_ma:-9.99 loss:-0.6787 fps:130.8 +frame:5.50e+05 wall_t:4204 t:34375 epi:nan +opt_step:102939 lr:0.0003 alpha:0.006738 +2026-02-13 05:34:48 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-9.96 total_reward_ma:-9.99 loss:-0.6658 fps:130.8 +frame:5.60e+05 wall_t:4280 t:35000 epi:nan +opt_step:104814 lr:0.0003 alpha:0.006738 +2026-02-13 05:36:03 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-9.96 total_reward_ma:-9.99 loss:-0.6572 fps:130.9 +frame:5.70e+05 wall_t:4356 t:35625 epi:nan +opt_step:106689 lr:0.0003 alpha:0.006738 +2026-02-13 05:37:18 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-9.97 total_reward_ma:-9.99 loss:-0.6412 fps:130.9 +frame:5.80e+05 wall_t:4431 t:36250 epi:nan +opt_step:108564 lr:0.0003 alpha:0.006738 +2026-02-13 05:38:34 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-9.97 total_reward_ma:-9.98 loss:-0.6463 fps:130.9 +frame:5.90e+05 wall_t:4506 t:36875 epi:nan +opt_step:110439 lr:0.0003 alpha:0.006738 +2026-02-13 05:39:50 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-9.97 total_reward_ma:-9.98 loss:-0.6355 fps:130.9 +frame:6.00e+05 wall_t:4582 t:37500 epi:nan +opt_step:112314 lr:0.0003 alpha:0.006738 +2026-02-13 05:41:06 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-9.96 total_reward_ma:-9.98 loss:-0.6305 fps:131 +frame:6.10e+05 wall_t:4658 t:38125 epi:nan +opt_step:114189 lr:0.0003 alpha:0.006738 +2026-02-13 05:42:22 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-9.97 total_reward_ma:-9.98 loss:-0.6486 fps:130.9 +frame:6.20e+05 wall_t:4735 t:38750 epi:nan +opt_step:116064 lr:0.0003 alpha:0.006738 +2026-02-13 05:43:37 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-9.97 total_reward_ma:-9.98 loss:-0.6292 fps:131 +frame:6.30e+05 wall_t:4810 t:39375 epi:nan +opt_step:117939 lr:0.0003 alpha:0.006738 +2026-02-13 05:44:53 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-9.97 total_reward_ma:-9.98 loss:-0.6557 fps:131 +frame:6.40e+05 wall_t:4886 t:40000 epi:nan +opt_step:119814 lr:0.0003 alpha:0.006738 +2026-02-13 05:46:09 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-9.97 total_reward_ma:-9.98 loss:-0.663 fps:131 +frame:6.50e+05 wall_t:4962 t:40625 epi:nan +opt_step:121689 lr:0.0003 alpha:0.006738 +2026-02-13 05:47:25 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-9.98 total_reward_ma:-9.98 loss:-0.6717 fps:131 +frame:6.60e+05 wall_t:5038 t:41250 epi:nan +opt_step:123564 lr:0.0003 alpha:0.006738 +2026-02-13 05:48:40 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-9.97 total_reward_ma:-9.98 loss:-0.6979 fps:131 +frame:6.70e+05 wall_t:5113 t:41875 epi:nan +opt_step:125439 lr:0.0003 alpha:0.006738 +2026-02-13 05:49:56 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-9.96 total_reward_ma:-9.98 loss:-0.6953 fps:131.1 +frame:6.80e+05 wall_t:5188 t:42500 epi:nan +opt_step:127314 lr:0.0003 alpha:0.006738 +2026-02-13 05:51:11 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-9.95 total_reward_ma:-9.98 loss:-0.7009 fps:131.1 +frame:6.90e+05 wall_t:5264 t:43125 epi:nan +opt_step:129189 lr:0.0003 alpha:0.006738 +2026-02-13 05:52:27 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-9.93 total_reward_ma:-9.98 loss:-0.7006 fps:131.1 +frame:7.00e+05 wall_t:5339 t:43750 epi:nan +opt_step:131064 lr:0.0003 alpha:0.006738 +2026-02-13 05:53:42 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-9.93 total_reward_ma:-9.98 loss:-0.736 fps:131.1 +frame:7.10e+05 wall_t:5415 t:44375 epi:nan +opt_step:132939 lr:0.0003 alpha:0.006738 +2026-02-13 05:54:58 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-9.92 total_reward_ma:-9.98 loss:-0.7366 fps:131.1 +frame:7.20e+05 wall_t:5490 t:45000 epi:nan +opt_step:134814 lr:0.0003 alpha:0.006738 +2026-02-13 05:56:13 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-9.92 total_reward_ma:-9.98 loss:-0.7657 fps:131.2 +frame:7.30e+05 wall_t:5566 t:45625 epi:nan +opt_step:136689 lr:0.0003 alpha:0.006738 +2026-02-13 05:57:28 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-9.92 total_reward_ma:-9.98 loss:-0.7934 fps:131.2 +frame:7.40e+05 wall_t:5641 t:46250 epi:nan +opt_step:138564 lr:0.0003 alpha:0.006738 +2026-02-13 05:58:43 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-9.93 total_reward_ma:-9.98 loss:-0.824 fps:131.2 +frame:7.50e+05 wall_t:5716 t:46875 epi:nan +opt_step:140439 lr:0.0003 alpha:0.006738 +2026-02-13 05:59:59 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-9.93 total_reward_ma:-9.98 loss:-0.8155 fps:131.2 +frame:7.60e+05 wall_t:5791 t:47500 epi:nan +opt_step:142314 lr:0.0003 alpha:0.006738 +2026-02-13 06:01:14 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-9.92 total_reward_ma:-9.98 loss:-0.8293 fps:131.2 +frame:7.70e+05 wall_t:5867 t:48125 epi:nan +opt_step:144189 lr:0.0003 alpha:0.006738 +2026-02-13 06:02:29 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-9.92 total_reward_ma:-9.98 loss:-0.8807 fps:131.3 +frame:7.80e+05 wall_t:5942 t:48750 epi:nan +opt_step:146064 lr:0.0003 alpha:0.006738 +2026-02-13 06:03:45 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-9.92 total_reward_ma:-9.97 loss:-0.8844 fps:131.3 +frame:7.90e+05 wall_t:6017 t:49375 epi:nan +opt_step:147939 lr:0.0003 alpha:0.006738 +2026-02-13 06:05:00 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-9.92 total_reward_ma:-9.97 loss:-0.9025 fps:131.3 +frame:8.00e+05 wall_t:6093 t:50000 epi:nan +opt_step:149814 lr:0.0003 alpha:0.006738 +2026-02-13 06:06:15 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-9.91 total_reward_ma:-9.97 loss:-0.9222 fps:131.3 +frame:8.10e+05 wall_t:6168 t:50625 epi:nan +opt_step:151689 lr:0.0003 alpha:0.006738 +2026-02-13 06:07:31 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-9.90 total_reward_ma:-9.97 loss:-0.9067 fps:131.3 +frame:8.20e+05 wall_t:6244 t:51250 epi:nan +opt_step:153564 lr:0.0003 alpha:0.006738 +2026-02-13 06:08:48 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-9.90 total_reward_ma:-9.97 loss:-0.999 fps:131.3 +frame:8.30e+05 wall_t:6320 t:51875 epi:nan +opt_step:155439 lr:0.0003 alpha:0.006738 +2026-02-13 06:10:02 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-9.91 total_reward_ma:-9.97 loss:-0.9635 fps:131.4 +frame:8.40e+05 wall_t:6395 t:52500 epi:nan +opt_step:157314 lr:0.0003 alpha:0.006738 +2026-02-13 06:11:17 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-9.92 total_reward_ma:-9.97 loss:-0.9852 fps:131.4 +frame:8.50e+05 wall_t:6470 t:53125 epi:nan +opt_step:159189 lr:0.0003 alpha:0.00674 +2026-02-13 06:12:33 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-9.92 total_reward_ma:-9.97 loss:-0.9859 fps:131.4 +frame:8.60e+05 wall_t:6546 t:53750 epi:nan +opt_step:161064 lr:0.0003 alpha:0.006738 +2026-02-13 06:13:48 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-9.93 total_reward_ma:-9.97 loss:-1.005 fps:131.4 +frame:8.70e+05 wall_t:6621 t:54375 epi:nan +opt_step:162939 lr:0.0003 alpha:0.006738 +2026-02-13 06:15:04 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-9.92 total_reward_ma:-9.97 loss:-0.9816 fps:131.4 +frame:8.80e+05 wall_t:6697 t:55000 epi:nan +opt_step:164814 lr:0.0003 alpha:0.006738 +2026-02-13 06:16:20 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-9.91 total_reward_ma:-9.97 loss:-1.032 fps:131.4 +frame:8.90e+05 wall_t:6772 t:55625 epi:nan +opt_step:166689 lr:0.0003 alpha:0.006738 +2026-02-13 06:17:35 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-9.90 total_reward_ma:-9.97 loss:-1.063 fps:131.4 +frame:9.00e+05 wall_t:6848 t:56250 epi:nan +opt_step:168564 lr:0.0003 alpha:0.006745 +2026-02-13 06:18:51 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-9.88 total_reward_ma:-9.97 loss:-1.037 fps:131.4 +frame:9.10e+05 wall_t:6924 t:56875 epi:nan +opt_step:170439 lr:0.0003 alpha:0.006742 +2026-02-13 06:20:07 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-9.86 total_reward_ma:-9.96 loss:-1.059 fps:131.4 +frame:9.20e+05 wall_t:7000 t:57500 epi:nan +opt_step:172314 lr:0.0003 alpha:0.006738 +2026-02-13 06:21:23 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-9.87 total_reward_ma:-9.96 loss:-1.059 fps:131.4 +frame:9.30e+05 wall_t:7076 t:58125 epi:nan +opt_step:174189 lr:0.0003 alpha:0.006741 +2026-02-13 06:22:38 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-9.87 total_reward_ma:-9.96 loss:-1.082 fps:131.5 +frame:9.40e+05 wall_t:7151 t:58750 epi:nan +opt_step:176064 lr:0.0003 alpha:0.006762 +2026-02-13 06:23:54 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-9.87 total_reward_ma:-9.96 loss:-1.098 fps:131.5 +frame:9.50e+05 wall_t:7227 t:59375 epi:nan +opt_step:177939 lr:0.0003 alpha:0.006757 +2026-02-13 06:25:09 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-9.86 total_reward_ma:-9.96 loss:-1.103 fps:131.5 +frame:9.60e+05 wall_t:7302 t:60000 epi:nan +opt_step:179814 lr:0.0003 alpha:0.006775 +2026-02-13 06:26:25 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-9.86 total_reward_ma:-9.96 loss:-1.112 fps:131.5 +frame:9.70e+05 wall_t:7378 t:60625 epi:nan +opt_step:181689 lr:0.0003 alpha:0.006749 +2026-02-13 06:27:41 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-9.85 total_reward_ma:-9.96 loss:-1.109 fps:131.5 +frame:9.80e+05 wall_t:7454 t:61250 epi:nan +opt_step:183564 lr:0.0003 alpha:0.006855 +2026-02-13 06:28:56 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-9.86 total_reward_ma:-9.96 loss:-1.113 fps:131.5 +frame:9.90e+05 wall_t:7529 t:61875 epi:nan +opt_step:185439 lr:0.0003 alpha:0.006942 +2026-02-13 06:30:12 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-9.85 total_reward_ma:-9.96 loss:-1.162 fps:131.5 +frame:1.00e+06 wall_t:7605 t:62500 epi:nan +opt_step:187314 lr:0.0003 alpha:0.006957 +2026-02-13 06:31:28 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-9.85 total_reward_ma:-9.96 loss:-1.124 fps:131.5 +frame:1.01e+06 wall_t:7681 t:63125 epi:nan +opt_step:189189 lr:0.0003 alpha:0.006977 +2026-02-13 06:32:44 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-9.84 total_reward_ma:-9.95 loss:-1.155 fps:131.5 +frame:1.02e+06 wall_t:7757 t:63750 epi:nan +opt_step:191064 lr:0.0003 alpha:0.006929 +2026-02-13 06:33:59 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-9.83 total_reward_ma:-9.95 loss:-1.144 fps:131.5 +frame:1.03e+06 wall_t:7832 t:64375 epi:nan +opt_step:192939 lr:0.0003 alpha:0.006874 +2026-02-13 06:35:15 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-9.83 total_reward_ma:-9.95 loss:-1.158 fps:131.5 +frame:1.04e+06 wall_t:7908 t:65000 epi:nan +opt_step:194814 lr:0.0003 alpha:0.006885 +2026-02-13 06:36:31 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-9.85 total_reward_ma:-9.95 loss:-1.148 fps:131.5 +frame:1.05e+06 wall_t:7983 t:65625 epi:nan +opt_step:196689 lr:0.0003 alpha:0.007136 +2026-02-13 06:37:46 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-9.86 total_reward_ma:-9.95 loss:-1.172 fps:131.5 +frame:1.06e+06 wall_t:8059 t:66250 epi:nan +opt_step:198564 lr:0.0003 alpha:0.006993 +2026-02-13 06:39:02 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-9.86 total_reward_ma:-9.95 loss:-1.176 fps:131.5 +frame:1.07e+06 wall_t:8134 t:66875 epi:nan +opt_step:200439 lr:0.0003 alpha:0.00685 +2026-02-13 06:40:17 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-9.86 total_reward_ma:-9.94 loss:-1.174 fps:131.5 +frame:1.08e+06 wall_t:8210 t:67500 epi:nan +opt_step:202314 lr:0.0003 alpha:0.006761 +2026-02-13 06:41:33 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-9.86 total_reward_ma:-9.94 loss:-1.182 fps:131.5 +frame:1.09e+06 wall_t:8286 t:68125 epi:nan +opt_step:204189 lr:0.0003 alpha:0.006738 +2026-02-13 06:42:49 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-9.85 total_reward_ma:-9.94 loss:-1.151 fps:131.5 +frame:1.10e+06 wall_t:8362 t:68750 epi:nan +opt_step:206064 lr:0.0003 alpha:0.006794 +2026-02-13 06:44:05 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-9.85 total_reward_ma:-9.94 loss:-1.171 fps:131.5 +frame:1.11e+06 wall_t:8438 t:69375 epi:nan +opt_step:207939 lr:0.0003 alpha:0.006789 +2026-02-13 06:45:21 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-9.85 total_reward_ma:-9.94 loss:-1.177 fps:131.6 +frame:1.12e+06 wall_t:8513 t:70000 epi:nan +opt_step:209814 lr:0.0003 alpha:0.006817 +2026-02-13 06:46:36 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-9.86 total_reward_ma:-9.94 loss:-1.196 fps:131.6 +frame:1.13e+06 wall_t:8589 t:70625 epi:nan +opt_step:211689 lr:0.0003 alpha:0.006967 +2026-02-13 06:47:52 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-9.87 total_reward_ma:-9.94 loss:-1.169 fps:131.6 +frame:1.14e+06 wall_t:8665 t:71250 epi:nan +opt_step:213564 lr:0.0003 alpha:0.006971 +2026-02-13 06:49:08 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-9.88 total_reward_ma:-9.94 loss:-1.194 fps:131.6 +frame:1.15e+06 wall_t:8741 t:71875 epi:nan +opt_step:215439 lr:0.0003 alpha:0.006785 +2026-02-13 06:50:24 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-9.88 total_reward_ma:-9.93 loss:-1.21 fps:131.6 +frame:1.16e+06 wall_t:8817 t:72500 epi:nan +opt_step:217314 lr:0.0003 alpha:0.006883 +2026-02-13 06:51:40 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-9.87 total_reward_ma:-9.93 loss:-1.18 fps:131.6 +frame:1.17e+06 wall_t:8893 t:73125 epi:nan +opt_step:219189 lr:0.0003 alpha:0.00675 +2026-02-13 06:52:56 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-9.88 total_reward_ma:-9.93 loss:-1.206 fps:131.6 +frame:1.18e+06 wall_t:8969 t:73750 epi:nan +opt_step:221064 lr:0.0003 alpha:0.006794 +2026-02-13 06:54:12 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-9.90 total_reward_ma:-9.93 loss:-1.175 fps:131.6 +frame:1.19e+06 wall_t:9044 t:74375 epi:nan +opt_step:222939 lr:0.0003 alpha:0.006741 +2026-02-13 06:55:27 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-9.89 total_reward_ma:-9.93 loss:-1.164 fps:131.6 +frame:1.20e+06 wall_t:9120 t:75000 epi:nan +opt_step:224814 lr:0.0003 alpha:0.006744 +2026-02-13 06:56:43 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-9.89 total_reward_ma:-9.93 loss:-1.143 fps:131.6 +frame:1.21e+06 wall_t:9195 t:75625 epi:nan +opt_step:226689 lr:0.0003 alpha:0.006738 +2026-02-13 06:57:58 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-9.88 total_reward_ma:-9.93 loss:-1.176 fps:131.6 +frame:1.22e+06 wall_t:9271 t:76250 epi:nan +opt_step:228564 lr:0.0003 alpha:0.006749 +2026-02-13 06:59:14 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-9.90 total_reward_ma:-9.93 loss:-1.164 fps:131.6 +frame:1.23e+06 wall_t:9346 t:76875 epi:nan +opt_step:230439 lr:0.0003 alpha:0.006738 +2026-02-13 07:00:30 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-9.91 total_reward_ma:-9.93 loss:-1.173 fps:131.6 +frame:1.24e+06 wall_t:9423 t:77500 epi:nan +opt_step:232314 lr:0.0003 alpha:0.006738 +2026-02-13 07:01:46 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-9.90 total_reward_ma:-9.93 loss:-1.174 fps:131.6 +frame:1.25e+06 wall_t:9499 t:78125 epi:nan +opt_step:234189 lr:0.0003 alpha:0.006738 +2026-02-13 07:03:02 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-9.91 total_reward_ma:-9.92 loss:-1.16 fps:131.6 +frame:1.26e+06 wall_t:9575 t:78750 epi:nan +opt_step:236064 lr:0.0003 alpha:0.006738 +2026-02-13 07:04:17 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-9.91 total_reward_ma:-9.92 loss:-1.151 fps:131.6 +frame:1.27e+06 wall_t:9650 t:79375 epi:nan +opt_step:237939 lr:0.0003 alpha:0.006738 +2026-02-13 07:05:33 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-9.92 total_reward_ma:-9.92 loss:-1.152 fps:131.6 +frame:1.28e+06 wall_t:9726 t:80000 epi:nan +opt_step:239814 lr:0.0003 alpha:0.006738 +2026-02-13 07:06:49 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-9.93 total_reward_ma:-9.92 loss:-1.154 fps:131.6 +frame:1.29e+06 wall_t:9802 t:80625 epi:nan +opt_step:241689 lr:0.0003 alpha:0.006738 +2026-02-13 07:08:05 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-9.94 total_reward_ma:-9.92 loss:-1.119 fps:131.6 +frame:1.30e+06 wall_t:9878 t:81250 epi:nan +opt_step:243564 lr:0.0003 alpha:0.006739 +2026-02-13 07:09:21 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-9.94 total_reward_ma:-9.92 loss:-1.149 fps:131.6 +frame:1.31e+06 wall_t:9954 t:81875 epi:nan +opt_step:245439 lr:0.0003 alpha:0.006738 +2026-02-13 07:10:37 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-9.92 total_reward_ma:-9.92 loss:-1.153 fps:131.6 +frame:1.32e+06 wall_t:10029 t:82500 epi:nan +opt_step:247314 lr:0.0003 alpha:0.006738 +2026-02-13 07:11:52 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-9.92 total_reward_ma:-9.92 loss:-1.139 fps:131.6 +frame:1.33e+06 wall_t:10105 t:83125 epi:nan +opt_step:249189 lr:0.0003 alpha:0.006738 +2026-02-13 07:13:09 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-9.91 total_reward_ma:-9.92 loss:-1.121 fps:131.6 +frame:1.34e+06 wall_t:10181 t:83750 epi:nan +opt_step:251064 lr:0.0003 alpha:0.006738 +2026-02-13 07:14:24 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-9.91 total_reward_ma:-9.92 loss:-1.12 fps:131.6 +frame:1.35e+06 wall_t:10257 t:84375 epi:nan +opt_step:252939 lr:0.0003 alpha:0.006738 +2026-02-13 07:15:40 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-9.92 total_reward_ma:-9.92 loss:-1.164 fps:131.6 +frame:1.36e+06 wall_t:10332 t:85000 epi:nan +opt_step:254814 lr:0.0003 alpha:0.006738 +2026-02-13 07:16:55 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-9.91 total_reward_ma:-9.92 loss:-1.12 fps:131.6 +frame:1.37e+06 wall_t:10408 t:85625 epi:nan +opt_step:256689 lr:0.0003 alpha:0.006738 +2026-02-13 07:18:11 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-9.90 total_reward_ma:-9.92 loss:-1.104 fps:131.6 +frame:1.38e+06 wall_t:10484 t:86250 epi:nan +opt_step:258564 lr:0.0003 alpha:0.006738 +2026-02-13 07:19:27 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-9.89 total_reward_ma:-9.91 loss:-1.102 fps:131.6 +frame:1.39e+06 wall_t:10560 t:86875 epi:nan +opt_step:260439 lr:0.0003 alpha:0.006738 +2026-02-13 07:20:43 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-9.89 total_reward_ma:-9.91 loss:-1.123 fps:131.6 +frame:1.40e+06 wall_t:10636 t:87500 epi:nan +opt_step:262314 lr:0.0003 alpha:0.006738 +2026-02-13 07:21:59 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-9.90 total_reward_ma:-9.91 loss:-1.108 fps:131.6 +frame:1.41e+06 wall_t:10711 t:88125 epi:nan +opt_step:264189 lr:0.0003 alpha:0.006738 +2026-02-13 07:23:15 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-9.89 total_reward_ma:-9.91 loss:-1.099 fps:131.6 +frame:1.42e+06 wall_t:10788 t:88750 epi:nan +opt_step:266064 lr:0.0003 alpha:0.006738 +2026-02-13 07:24:31 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-9.89 total_reward_ma:-9.91 loss:-1.103 fps:131.6 +frame:1.43e+06 wall_t:10864 t:89375 epi:nan +opt_step:267939 lr:0.0003 alpha:0.006738 +2026-02-13 07:25:46 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-9.88 total_reward_ma:-9.91 loss:-1.122 fps:131.6 +frame:1.44e+06 wall_t:10939 t:90000 epi:nan +opt_step:269814 lr:0.0003 alpha:0.006738 +2026-02-13 07:27:02 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-9.87 total_reward_ma:-9.91 loss:-1.061 fps:131.6 +frame:1.45e+06 wall_t:11015 t:90625 epi:nan +opt_step:271689 lr:0.0003 alpha:0.006738 +2026-02-13 07:28:18 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-9.86 total_reward_ma:-9.91 loss:-1.055 fps:131.7 +frame:1.46e+06 wall_t:11090 t:91250 epi:nan +opt_step:273564 lr:0.0003 alpha:0.006738 +2026-02-13 07:29:33 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-9.88 total_reward_ma:-9.91 loss:-1.039 fps:131.6 +frame:1.47e+06 wall_t:11166 t:91875 epi:nan +opt_step:275439 lr:0.0003 alpha:0.006738 +2026-02-13 07:30:48 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-9.88 total_reward_ma:-9.91 loss:-1.037 fps:131.7 +frame:1.48e+06 wall_t:11241 t:92500 epi:nan +opt_step:277314 lr:0.0003 alpha:0.006738 +2026-02-13 07:32:05 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-9.87 total_reward_ma:-9.91 loss:-1.08 fps:131.6 +frame:1.49e+06 wall_t:11318 t:93125 epi:nan +opt_step:279189 lr:0.0003 alpha:0.006742 +2026-02-13 07:33:20 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-9.86 total_reward_ma:-9.90 loss:-1.079 fps:131.7 +frame:1.50e+06 wall_t:11393 t:93750 epi:nan +opt_step:281064 lr:0.0003 alpha:0.006738 +2026-02-13 07:34:36 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-9.84 total_reward_ma:-9.90 loss:-1.082 fps:131.7 +frame:1.51e+06 wall_t:11469 t:94375 epi:nan +opt_step:282939 lr:0.0003 alpha:0.006739 +2026-02-13 07:35:52 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-9.85 total_reward_ma:-9.90 loss:-1.092 fps:131.7 +frame:1.52e+06 wall_t:11545 t:95000 epi:nan +opt_step:284814 lr:0.0003 alpha:0.006738 +2026-02-13 07:37:08 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-9.86 total_reward_ma:-9.90 loss:-1.074 fps:131.7 +frame:1.53e+06 wall_t:11621 t:95625 epi:nan +opt_step:286689 lr:0.0003 alpha:0.006738 +2026-02-13 07:38:24 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-9.86 total_reward_ma:-9.90 loss:-1.056 fps:131.7 +frame:1.54e+06 wall_t:11697 t:96250 epi:nan +opt_step:288564 lr:0.0003 alpha:0.006738 +2026-02-13 07:39:40 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-9.87 total_reward_ma:-9.90 loss:-1.052 fps:131.7 +frame:1.55e+06 wall_t:11772 t:96875 epi:nan +opt_step:290439 lr:0.0003 alpha:0.006738 +2026-02-13 07:40:57 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-9.86 total_reward_ma:-9.90 loss:-1.035 fps:131.7 +frame:1.56e+06 wall_t:11849 t:97500 epi:nan +opt_step:292314 lr:0.0003 alpha:0.006738 +2026-02-13 07:42:13 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-9.86 total_reward_ma:-9.90 loss:-1.055 fps:131.6 +frame:1.57e+06 wall_t:11926 t:98125 epi:nan +opt_step:294189 lr:0.0003 alpha:0.006738 +2026-02-13 07:43:29 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-9.87 total_reward_ma:-9.90 loss:-1.039 fps:131.6 +frame:1.58e+06 wall_t:12002 t:98750 epi:nan +opt_step:296064 lr:0.0003 alpha:0.006738 +2026-02-13 07:44:45 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-9.87 total_reward_ma:-9.90 loss:-1.062 fps:131.6 +frame:1.59e+06 wall_t:12078 t:99375 epi:nan +opt_step:297939 lr:0.0003 alpha:0.006738 +2026-02-13 07:46:01 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-9.88 total_reward_ma:-9.89 loss:-1.043 fps:131.6 +frame:1.60e+06 wall_t:12154 t:100000 epi:nan +opt_step:299814 lr:0.0003 alpha:0.006738 +2026-02-13 07:47:17 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-9.90 total_reward_ma:-9.89 loss:-1.034 fps:131.6 +frame:1.61e+06 wall_t:12230 t:100625 epi:nan +opt_step:301689 lr:0.0003 alpha:0.00676 +2026-02-13 07:48:33 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-9.89 total_reward_ma:-9.89 loss:-1.019 fps:131.6 +frame:1.62e+06 wall_t:12306 t:101250 epi:nan +opt_step:303564 lr:0.0003 alpha:0.006738 +2026-02-13 07:49:50 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-9.89 total_reward_ma:-9.89 loss:-1.038 fps:131.6 +frame:1.63e+06 wall_t:12383 t:101875 epi:nan +opt_step:305439 lr:0.0003 alpha:0.006738 +2026-02-13 07:51:06 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-9.89 total_reward_ma:-9.89 loss:-1.026 fps:131.6 +frame:1.64e+06 wall_t:12459 t:102500 epi:nan +opt_step:307314 lr:0.0003 alpha:0.006744 +2026-02-13 07:52:22 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-9.90 total_reward_ma:-9.89 loss:-1.006 fps:131.6 +frame:1.65e+06 wall_t:12534 t:103125 epi:nan +opt_step:309189 lr:0.0003 alpha:0.006738 +2026-02-13 07:53:37 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-9.89 total_reward_ma:-9.89 loss:-1.053 fps:131.6 +frame:1.66e+06 wall_t:12610 t:103750 epi:nan +opt_step:311064 lr:0.0003 alpha:0.006739 +2026-02-13 07:54:52 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-9.91 total_reward_ma:-9.89 loss:-1.04 fps:131.7 +frame:1.67e+06 wall_t:12685 t:104375 epi:nan +opt_step:312939 lr:0.0003 alpha:0.006747 +2026-02-13 07:56:08 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-9.91 total_reward_ma:-9.89 loss:-0.9899 fps:131.7 +frame:1.68e+06 wall_t:12761 t:105000 epi:nan +opt_step:314814 lr:0.0003 alpha:0.006756 +2026-02-13 07:57:23 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-9.92 total_reward_ma:-9.89 loss:-1.014 fps:131.7 +frame:1.69e+06 wall_t:12836 t:105625 epi:nan +opt_step:316689 lr:0.0003 alpha:0.006738 +2026-02-13 07:58:39 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-9.90 total_reward_ma:-9.89 loss:-0.9918 fps:131.7 +frame:1.70e+06 wall_t:12912 t:106250 epi:nan +opt_step:318564 lr:0.0003 alpha:0.00674 +2026-02-13 07:59:55 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-9.90 total_reward_ma:-9.89 loss:-1.037 fps:131.7 +frame:1.71e+06 wall_t:12988 t:106875 epi:nan +opt_step:320439 lr:0.0003 alpha:0.006738 +2026-02-13 08:01:11 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-9.91 total_reward_ma:-9.89 loss:-0.9585 fps:131.7 +frame:1.72e+06 wall_t:13063 t:107500 epi:nan +opt_step:322314 lr:0.0003 alpha:0.006738 +2026-02-13 08:02:27 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-9.91 total_reward_ma:-9.89 loss:-0.9983 fps:131.7 +frame:1.73e+06 wall_t:13139 t:108125 epi:nan +opt_step:324189 lr:0.0003 alpha:0.006763 +2026-02-13 08:03:43 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-9.91 total_reward_ma:-9.89 loss:-1.011 fps:131.7 +frame:1.74e+06 wall_t:13216 t:108750 epi:nan +opt_step:326064 lr:0.0003 alpha:0.006738 +2026-02-13 08:04:59 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-9.90 total_reward_ma:-9.89 loss:-1.01 fps:131.7 +frame:1.75e+06 wall_t:13292 t:109375 epi:nan +opt_step:327939 lr:0.0003 alpha:0.006739 +2026-02-13 08:06:15 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-9.88 total_reward_ma:-9.89 loss:-0.9567 fps:131.7 +frame:1.76e+06 wall_t:13368 t:110000 epi:nan +opt_step:329814 lr:0.0003 alpha:0.00674 +2026-02-13 08:07:31 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-9.87 total_reward_ma:-9.89 loss:-0.9841 fps:131.7 +frame:1.77e+06 wall_t:13444 t:110625 epi:nan +opt_step:331689 lr:0.0003 alpha:0.006757 +2026-02-13 08:08:47 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-9.87 total_reward_ma:-9.89 loss:-0.9421 fps:131.7 +frame:1.78e+06 wall_t:13520 t:111250 epi:nan +opt_step:333564 lr:0.0003 alpha:0.006772 +2026-02-13 08:10:03 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-9.88 total_reward_ma:-9.89 loss:-0.9386 fps:131.7 +frame:1.79e+06 wall_t:13596 t:111875 epi:nan +opt_step:335439 lr:0.0003 alpha:0.006739 +2026-02-13 08:11:18 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-9.89 total_reward_ma:-9.88 loss:-0.9622 fps:131.7 +frame:1.80e+06 wall_t:13671 t:112500 epi:nan +opt_step:337314 lr:0.0003 alpha:0.006771 +2026-02-13 08:12:34 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-9.88 total_reward_ma:-9.88 loss:-1.001 fps:131.7 +frame:1.81e+06 wall_t:13747 t:113125 epi:nan +opt_step:339189 lr:0.0003 alpha:0.006738 +2026-02-13 08:13:51 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-9.88 total_reward_ma:-9.88 loss:-0.9673 fps:131.7 +frame:1.82e+06 wall_t:13823 t:113750 epi:nan +opt_step:341064 lr:0.0003 alpha:0.006738 +2026-02-13 08:15:07 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-9.90 total_reward_ma:-9.88 loss:-0.9564 fps:131.7 +frame:1.83e+06 wall_t:13900 t:114375 epi:nan +opt_step:342939 lr:0.0003 alpha:0.006753 +2026-02-13 08:16:23 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-9.91 total_reward_ma:-9.88 loss:-0.9749 fps:131.7 +frame:1.84e+06 wall_t:13976 t:115000 epi:nan +opt_step:344814 lr:0.0003 alpha:0.006908 +2026-02-13 08:17:39 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-9.91 total_reward_ma:-9.88 loss:-0.979 fps:131.7 +frame:1.85e+06 wall_t:14052 t:115625 epi:nan +opt_step:346689 lr:0.0003 alpha:0.006969 +2026-02-13 08:18:55 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-9.91 total_reward_ma:-9.88 loss:-0.9654 fps:131.7 +frame:1.86e+06 wall_t:14128 t:116250 epi:nan +opt_step:348564 lr:0.0003 alpha:0.006857 +2026-02-13 08:20:11 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-9.90 total_reward_ma:-9.88 loss:-1.03 fps:131.7 +frame:1.87e+06 wall_t:14204 t:116875 epi:nan +opt_step:350439 lr:0.0003 alpha:0.006869 +2026-02-13 08:21:27 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-9.90 total_reward_ma:-9.88 loss:-0.9718 fps:131.7 +frame:1.88e+06 wall_t:14280 t:117500 epi:nan +opt_step:352314 lr:0.0003 alpha:0.006827 +2026-02-13 08:22:43 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-9.88 total_reward_ma:-9.88 loss:-0.9834 fps:131.7 +frame:1.89e+06 wall_t:14356 t:118125 epi:nan +opt_step:354189 lr:0.0003 alpha:0.006852 +2026-02-13 08:23:59 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-9.87 total_reward_ma:-9.88 loss:-0.9749 fps:131.7 +frame:1.90e+06 wall_t:14431 t:118750 epi:nan +opt_step:356064 lr:0.0003 alpha:0.006923 +2026-02-13 08:25:14 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-9.87 total_reward_ma:-9.88 loss:-0.9629 fps:131.7 +frame:1.91e+06 wall_t:14507 t:119375 epi:nan +opt_step:357939 lr:0.0003 alpha:0.006932 +2026-02-13 08:26:29 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-9.87 total_reward_ma:-9.88 loss:-0.992 fps:131.7 +frame:1.92e+06 wall_t:14582 t:120000 epi:nan +opt_step:359814 lr:0.0003 alpha:0.006742 +2026-02-13 08:27:45 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-9.88 total_reward_ma:-9.88 loss:-0.9479 fps:131.7 +frame:1.93e+06 wall_t:14658 t:120625 epi:nan +opt_step:361689 lr:0.0003 alpha:0.006911 +2026-02-13 08:29:01 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-9.88 total_reward_ma:-9.88 loss:-0.9535 fps:131.7 +frame:1.94e+06 wall_t:14733 t:121250 epi:nan +opt_step:363564 lr:0.0003 alpha:0.006925 +2026-02-13 08:30:16 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-9.89 total_reward_ma:-9.88 loss:-0.9748 fps:131.7 +frame:1.95e+06 wall_t:14809 t:121875 epi:nan +opt_step:365439 lr:0.0003 alpha:0.006849 +2026-02-13 08:31:32 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-9.89 total_reward_ma:-9.88 loss:-0.955 fps:131.7 +frame:1.96e+06 wall_t:14885 t:122500 epi:nan +opt_step:367314 lr:0.0003 alpha:0.006841 +2026-02-13 08:32:48 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-9.89 total_reward_ma:-9.88 loss:-0.9589 fps:131.7 +frame:1.97e+06 wall_t:14961 t:123125 epi:nan +opt_step:369189 lr:0.0003 alpha:0.006835 +2026-02-13 08:34:04 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-9.90 total_reward_ma:-9.88 loss:-0.9604 fps:131.7 +frame:1.98e+06 wall_t:15036 t:123750 epi:nan +opt_step:371064 lr:0.0003 alpha:0.006852 +2026-02-13 08:35:19 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-9.90 total_reward_ma:-9.89 loss:-0.9659 fps:131.7 +frame:1.99e+06 wall_t:15112 t:124375 epi:nan +opt_step:372939 lr:0.0003 alpha:0.006738 +2026-02-13 08:36:31 | INFO | PID:1380 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_surround_t0_s3 [train] +total_reward:-9.90 total_reward_ma:-9.89 loss:-0.9452 fps:131.7 +frame:2.00e+06 wall_t:15184 t:125000 epi:nan +opt_step:374814 lr:0.0003 alpha:0.006738 +2026-02-13 08:36:32 | INFO | PID:1380 | slm_lab.lib.logger:info | Session 3 done diff --git a/data/sac_atari_surround_2026_02_13_042319/sac_atari_surround_spec.json b/data/sac_atari_surround_2026_02_13_042319/sac_atari_surround_spec.json new file mode 100644 index 0000000000000000000000000000000000000000..0fa5fdbf3877eda9a1825e1b7973da3929682114 --- /dev/null +++ b/data/sac_atari_surround_2026_02_13_042319/sac_atari_surround_spec.json @@ -0,0 +1,98 @@ +{ + "agent": { + "name": "SoftActorCritic", + "algorithm": { + "name": "SoftActorCritic", + "action_pdtype": "Categorical", + "action_policy": "default", + "gamma": 0.99, + "training_start_step": 1000, + "training_frequency": 4, + "training_iter": 3 + }, + "memory": { + "name": "Replay", + "batch_size": 256, + "max_size": 200000, + "use_cer": false + }, + "net": { + "type": "ConvNet", + "shared": false, + "conv_hid_layers": [ + [ + 32, + 8, + 4, + 0, + 1 + ], + [ + 64, + 4, + 2, + 0, + 1 + ], + [ + 64, + 3, + 1, + 0, + 1 + ] + ], + "fc_hid_layers": [ + 512 + ], + "hid_layers_activation": "relu", + "init_fn": "orthogonal_", + "normalize": true, + "batch_norm": false, + "clip_grad_val": 0.5, + "use_same_optim": false, + "loss_spec": { + "name": "SmoothL1Loss" + }, + "optim_spec": { 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b/data/sac_atari_tennis_2026_02_13_105531/info/sac_atari_tennis_t0_trial_metrics_scalar.json @@ -0,0 +1,11 @@ +{ + "frame": 2000000.0, + "total_reward_ma": -374.3533935546875, + "strength": -186.58409118652344, + "max_strength": 0.12250041961669922, + "final_strength": -536.5439453125, + "sample_efficiency": 6.69371843287081e-07, + "training_efficiency": 3.5724974623008166e-06, + "stability": 0.9792506098747253, + "consistency": 2.7971229553222656 +} \ No newline at end of file diff --git a/data/sac_atari_tennis_2026_02_13_105531/log/sac_atari_tennis_t0.log b/data/sac_atari_tennis_2026_02_13_105531/log/sac_atari_tennis_t0.log new file mode 100644 index 0000000000000000000000000000000000000000..ae8e73037df008f8b7d47c9535d400fc534295f4 --- /dev/null +++ b/data/sac_atari_tennis_2026_02_13_105531/log/sac_atari_tennis_t0.log @@ -0,0 +1,5 @@ +2026-02-13 15:38:27 | INFO | PID:1291 | slm_lab.lib.logger:info | trial_metrics: frame:2.00e+06 | total_reward_ma:-374.35 | strength:-186.6 | max_strength:0.1225 | final_strength:-536.5 | sample_efficiency:6.694e-07 | training_efficiency:3.572e-06 | stability:0.9793 | consistency:2.797 +2026-02-13 15:38:27 | INFO | PID:1291 | slm_lab.lib.logger:info | Trial 0 done +2026-02-13 15:38:27 | INFO | PID:1291 | slm_lab.cli.main:run_spec | Output: data/sac_atari_tennis_2026_02_13_105531 +2026-02-13 15:38:27 | INFO | PID:1291 | slm_lab.lib.hf:cleanup_models | Cleanup saved 310.3 MB +2026-02-13 15:38:27 | INFO | PID:1291 | slm_lab.lib.hf:upload | Uploading data/sac_atari_tennis_2026_02_13_105531 to SLM-Lab/benchmark-dev/data/sac_atari_tennis_2026_02_13_105531... diff --git a/data/sac_atari_tennis_2026_02_13_105531/log/sac_atari_tennis_t0_s0.log b/data/sac_atari_tennis_2026_02_13_105531/log/sac_atari_tennis_t0_s0.log new file mode 100644 index 0000000000000000000000000000000000000000..b2ff3a26c01ef3ec94f867005d127b3efd8be847 --- /dev/null +++ b/data/sac_atari_tennis_2026_02_13_105531/log/sac_atari_tennis_t0_s0.log @@ -0,0 +1,982 @@ +2026-02-13 10:55:37 | INFO | PID:1431 | slm_lab.env:_make_vector_env | AtariVectorEnv: 16 envs, native preprocessing +2026-02-13 10:56:22 | INFO | PID:1431 | slm_lab.lib.perf:log_perf_setup | Performance setup: +Platform: GPU NVIDIA RTX A4500 (compute 8.6) +• GPU cuDNN benchmark: enabled +• GPU memory management: enabled +• GPU TF32 acceleration: enabled +2026-02-13 10:56:22 | INFO | PID:1431 | slm_lab.lib.logger:info | SoftActorCritic: +algorithm_spec: + name: SoftActorCritic + action_pdtype: Categorical + action_policy: default + gamma: 0.99 + training_start_step: 1000 + training_frequency: 4 + training_iter: 3 +name: SoftActorCritic +memory_spec: + name: Replay + batch_size: 256 + max_size: 200000 + use_cer: false +action_pdtype: Categorical +training_iter: 3 +training_start_step: 1000 +policy_delay: 1 +entropy_penalty_coef: 0.0 +gamma: 0.99 +training_frequency: 4 +to_train: 0 +_train_step: 0 +shared: False +net: (device:cuda:0) ConvNet( + (conv_model): Sequential( + (0): Conv2d(4, 32, kernel_size=(8, 8), stride=(4, 4)) + (1): ReLU() + (2): Conv2d(32, 64, kernel_size=(4, 4), stride=(2, 2)) + (3): ReLU() + (4): Conv2d(64, 64, kernel_size=(3, 3), stride=(1, 1)) + (5): ReLU() + ) + (fc_model): Sequential( + (0): Linear(in_features=3136, out_features=512, bias=True) + (1): ReLU() + ) + (tails): Sequential( + (0): Linear(in_features=512, out_features=18, bias=True) + ) + (loss_fn): SmoothL1Loss() +) +optim: AdamW ( +Parameter Group 0 + amsgrad: False + betas: (0.9, 0.999) + capturable: False + decoupled_weight_decay: True + differentiable: False + eps: 0.0001 + foreach: None + fused: None + lr: 0.0003 + maximize: False + weight_decay: 0.01 +) +q1_net: (device:cuda:0) ConvNet( + (conv_model): Sequential( + (0): Conv2d(4, 32, kernel_size=(8, 8), stride=(4, 4)) + (1): ReLU() + (2): Conv2d(32, 64, kernel_size=(4, 4), stride=(2, 2)) + (3): ReLU() + (4): Conv2d(64, 64, kernel_size=(3, 3), stride=(1, 1)) + (5): ReLU() + ) + (fc_model): Sequential( + (0): Linear(in_features=3136, out_features=512, bias=True) + (1): ReLU() + ) + (tails): Sequential( + (0): Linear(in_features=512, out_features=18, bias=True) + ) + (loss_fn): SmoothL1Loss() +) +target_q1_net: (device:cuda:0) ConvNet( + (conv_model): Sequential( + (0): Conv2d(4, 32, kernel_size=(8, 8), stride=(4, 4)) + (1): ReLU() + (2): Conv2d(32, 64, kernel_size=(4, 4), stride=(2, 2)) + (3): ReLU() + (4): Conv2d(64, 64, kernel_size=(3, 3), stride=(1, 1)) + (5): ReLU() + ) + (fc_model): Sequential( + (0): Linear(in_features=3136, out_features=512, bias=True) + (1): ReLU() + ) + (tails): Sequential( + (0): Linear(in_features=512, out_features=18, bias=True) + ) + (loss_fn): SmoothL1Loss() +) +q1_optim: AdamW ( +Parameter Group 0 + amsgrad: False + betas: (0.9, 0.999) + capturable: False + decoupled_weight_decay: True + differentiable: False + eps: 0.0001 + foreach: None + fused: None + lr: 0.0003 + maximize: False + weight_decay: 0.01 +) +q2_net: (device:cuda:0) ConvNet( + (conv_model): Sequential( + (0): Conv2d(4, 32, kernel_size=(8, 8), stride=(4, 4)) + (1): ReLU() + (2): Conv2d(32, 64, kernel_size=(4, 4), stride=(2, 2)) + (3): ReLU() + (4): Conv2d(64, 64, kernel_size=(3, 3), stride=(1, 1)) + (5): ReLU() + ) + (fc_model): Sequential( + (0): Linear(in_features=3136, out_features=512, bias=True) + (1): ReLU() + ) + (tails): Sequential( + (0): Linear(in_features=512, out_features=18, bias=True) + ) + (loss_fn): SmoothL1Loss() +) +target_q2_net: (device:cuda:0) ConvNet( + (conv_model): Sequential( + (0): Conv2d(4, 32, kernel_size=(8, 8), stride=(4, 4)) + (1): ReLU() + (2): Conv2d(32, 64, kernel_size=(4, 4), stride=(2, 2)) + (3): ReLU() + (4): Conv2d(64, 64, kernel_size=(3, 3), stride=(1, 1)) + (5): ReLU() + ) + (fc_model): Sequential( + (0): Linear(in_features=3136, out_features=512, bias=True) + (1): ReLU() + ) + (tails): Sequential( + (0): Linear(in_features=512, out_features=18, bias=True) + ) + (loss_fn): SmoothL1Loss() +) +q2_optim: AdamW ( +Parameter Group 0 + amsgrad: False + betas: (0.9, 0.999) + capturable: False + decoupled_weight_decay: True + differentiable: False + eps: 0.0001 + foreach: None + fused: None + lr: 0.0003 + maximize: False + weight_decay: 0.01 +) +net_names: ['net', 'q1_net', 'target_q1_net', 'q2_net', 'target_q2_net'] +target_entropy: 1.7342230547376987 +log_alpha: tensor([0.], device='cuda:0', requires_grad=True) +alpha: tensor([1.], device='cuda:0') +alpha_optim: AdamW ( +Parameter Group 0 + amsgrad: False + betas: (0.9, 0.999) + capturable: False + decoupled_weight_decay: True + differentiable: False + eps: 0.0001 + foreach: None + fused: None + lr: 0.0003 + maximize: False + weight_decay: 0.01 +) +2026-02-13 10:57:35 | INFO | PID:1431 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_tennis_t0_s0 [train] +total_reward:nan total_reward_ma:nan loss:-19.76 fps:86.21 +frame:1.00e+04 wall_t:116 t:625 epi:nan +opt_step:1689 lr:0.0003 alpha:0.6313 +2026-02-13 10:58:54 | INFO | PID:1431 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_tennis_t0_s0 [train] +total_reward:nan total_reward_ma:nan loss:-29.72 fps:103.1 +frame:2.00e+04 wall_t:194 t:1250 epi:nan +opt_step:3564 lr:0.0003 alpha:0.4037 +2026-02-13 11:00:13 | INFO | PID:1431 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_tennis_t0_s0 [train] +total_reward:-24.00 total_reward_ma:-24.00 loss:-34.43 fps:109.9 +frame:3.00e+04 wall_t:273 t:1875 epi:nan +opt_step:5439 lr:0.0003 alpha:0.2644 +2026-02-13 11:01:34 | INFO | PID:1431 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_tennis_t0_s0 [train] +total_reward:-23.88 total_reward_ma:-23.94 loss:-36.59 fps:113 +frame:4.00e+04 wall_t:354 t:2500 epi:nan +opt_step:7314 lr:0.0003 alpha:0.1746 +2026-02-13 11:02:53 | INFO | PID:1431 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_tennis_t0_s0 [train] +total_reward:-23.88 total_reward_ma:-23.92 loss:-36.24 fps:115.2 +frame:5.00e+04 wall_t:434 t:3125 epi:nan +opt_step:9189 lr:0.0003 alpha:0.1157 +2026-02-13 11:04:12 | INFO | PID:1431 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_tennis_t0_s0 [train] +total_reward:-23.90 total_reward_ma:-23.91 loss:-34.92 fps:117 +frame:6.00e+04 wall_t:513 t:3750 epi:nan +opt_step:11064 lr:0.0003 alpha:0.07685 +2026-02-13 11:05:32 | INFO | PID:1431 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_tennis_t0_s0 [train] +total_reward:-23.91 total_reward_ma:-23.91 loss:-33.25 fps:118.2 +frame:7.00e+04 wall_t:592 t:4375 epi:nan +opt_step:12939 lr:0.0003 alpha:0.05113 +2026-02-13 11:06:51 | INFO | PID:1431 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_tennis_t0_s0 [train] +total_reward:-23.92 total_reward_ma:-23.91 loss:-31.02 fps:119 +frame:8.00e+04 wall_t:672 t:5000 epi:nan +opt_step:14814 lr:0.0003 alpha:0.03409 +2026-02-13 11:08:10 | INFO | PID:1431 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_tennis_t0_s0 [train] +total_reward:-23.89 total_reward_ma:-23.91 loss:-28.91 fps:120 +frame:9.00e+04 wall_t:750 t:5625 epi:nan +opt_step:16689 lr:0.0003 alpha:0.02277 +2026-02-13 11:09:29 | INFO | PID:1431 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_tennis_t0_s0 [train] +total_reward:-23.90 total_reward_ma:-23.91 loss:-26.34 fps:120.6 +frame:1.00e+05 wall_t:829 t:6250 epi:nan +opt_step:18564 lr:0.0003 alpha:0.01524 +2026-02-13 11:10:48 | INFO | PID:1431 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_tennis_t0_s0 [train] +total_reward:-23.90 total_reward_ma:-23.91 loss:-24.28 fps:121 +frame:1.10e+05 wall_t:909 t:6875 epi:nan +opt_step:20439 lr:0.0003 alpha:0.01023 +2026-02-13 11:12:07 | INFO | PID:1431 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_tennis_t0_s0 [train] +total_reward:-23.89 total_reward_ma:-23.91 loss:-22.27 fps:121.6 +frame:1.20e+05 wall_t:987 t:7500 epi:nan +opt_step:22314 lr:0.0003 alpha:0.006876 +2026-02-13 11:13:26 | INFO | PID:1431 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_tennis_t0_s0 [train] +total_reward:-23.89 total_reward_ma:-23.90 loss:-20.43 fps:121.8 +frame:1.30e+05 wall_t:1067 t:8125 epi:nan +opt_step:24189 lr:0.0003 alpha:0.006738 +2026-02-13 11:14:47 | INFO | PID:1431 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_tennis_t0_s0 [train] +total_reward:-23.89 total_reward_ma:-23.90 loss:-18.59 fps:122.1 +frame:1.40e+05 wall_t:1147 t:8750 epi:nan +opt_step:26064 lr:0.0003 alpha:0.006738 +2026-02-13 11:16:06 | INFO | PID:1431 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_tennis_t0_s0 [train] +total_reward:-23.90 total_reward_ma:-23.90 loss:-17.06 fps:122.3 +frame:1.50e+05 wall_t:1226 t:9375 epi:nan +opt_step:27939 lr:0.0003 alpha:0.006738 +2026-02-13 11:17:25 | INFO | PID:1431 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_tennis_t0_s0 [train] +total_reward:-23.91 total_reward_ma:-23.90 loss:-15.53 fps:122.5 +frame:1.60e+05 wall_t:1306 t:10000 epi:nan +opt_step:29814 lr:0.0003 alpha:0.006738 +2026-02-13 11:18:46 | INFO | PID:1431 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_tennis_t0_s0 [train] +total_reward:-23.91 total_reward_ma:-23.90 loss:-14.26 fps:122.7 +frame:1.70e+05 wall_t:1386 t:10625 epi:nan +opt_step:31689 lr:0.0003 alpha:0.006738 +2026-02-13 11:20:05 | INFO | PID:1431 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_tennis_t0_s0 [train] +total_reward:-23.91 total_reward_ma:-23.90 loss:-12.98 fps:122.8 +frame:1.80e+05 wall_t:1466 t:11250 epi:nan +opt_step:33564 lr:0.0003 alpha:0.006738 +2026-02-13 11:21:25 | INFO | PID:1431 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_tennis_t0_s0 [train] +total_reward:-23.91 total_reward_ma:-23.90 loss:-11.93 fps:123 +frame:1.90e+05 wall_t:1545 t:11875 epi:nan +opt_step:35439 lr:0.0003 alpha:0.006738 +2026-02-13 11:22:44 | INFO | PID:1431 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_tennis_t0_s0 [train] +total_reward:-23.86 total_reward_ma:-23.90 loss:-10.82 fps:123.2 +frame:2.00e+05 wall_t:1624 t:12500 epi:nan +opt_step:37314 lr:0.0003 alpha:0.006738 +2026-02-13 11:24:03 | INFO | PID:1431 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_tennis_t0_s0 [train] +total_reward:-23.88 total_reward_ma:-23.90 loss:-9.972 fps:123.3 +frame:2.10e+05 wall_t:1703 t:13125 epi:nan +opt_step:39189 lr:0.0003 alpha:0.006738 +2026-02-13 11:25:22 | INFO | PID:1431 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_tennis_t0_s0 [train] +total_reward:-23.86 total_reward_ma:-23.90 loss:-8.97 fps:123.4 +frame:2.20e+05 wall_t:1783 t:13750 epi:nan +opt_step:41064 lr:0.0003 alpha:0.006738 +2026-02-13 11:26:43 | INFO | PID:1431 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_tennis_t0_s0 [train] +total_reward:-23.87 total_reward_ma:-23.90 loss:-8.252 fps:123.5 +frame:2.30e+05 wall_t:1863 t:14375 epi:nan +opt_step:42939 lr:0.0003 alpha:0.006738 +2026-02-13 11:28:03 | INFO | PID:1431 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_tennis_t0_s0 [train] +total_reward:-23.87 total_reward_ma:-23.90 loss:-7.664 fps:123.5 +frame:2.40e+05 wall_t:1943 t:15000 epi:nan +opt_step:44814 lr:0.0003 alpha:0.006738 +2026-02-13 11:29:23 | INFO | PID:1431 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_tennis_t0_s0 [train] +total_reward:-23.88 total_reward_ma:-23.90 loss:-7.003 fps:123.6 +frame:2.50e+05 wall_t:2023 t:15625 epi:nan +opt_step:46689 lr:0.0003 alpha:0.006738 +2026-02-13 11:30:43 | INFO | PID:1431 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_tennis_t0_s0 [train] +total_reward:-23.88 total_reward_ma:-23.89 loss:-6.464 fps:123.6 +frame:2.60e+05 wall_t:2104 t:16250 epi:nan +opt_step:48564 lr:0.0003 alpha:0.006738 +2026-02-13 11:32:03 | INFO | PID:1431 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_tennis_t0_s0 [train] +total_reward:-23.88 total_reward_ma:-23.89 loss:-5.889 fps:123.7 +frame:2.70e+05 wall_t:2183 t:16875 epi:nan +opt_step:50439 lr:0.0003 alpha:0.006738 +2026-02-13 11:33:22 | INFO | PID:1431 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_tennis_t0_s0 [train] +total_reward:-23.88 total_reward_ma:-23.89 loss:-5.456 fps:123.8 +frame:2.80e+05 wall_t:2262 t:17500 epi:nan +opt_step:52314 lr:0.0003 alpha:0.006738 +2026-02-13 11:34:42 | INFO | PID:1431 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_tennis_t0_s0 [train] +total_reward:-23.88 total_reward_ma:-23.89 loss:-5.032 fps:123.8 +frame:2.90e+05 wall_t:2343 t:18125 epi:nan +opt_step:54189 lr:0.0003 alpha:0.006738 +2026-02-13 11:36:02 | INFO | PID:1431 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_tennis_t0_s0 [train] +total_reward:-23.87 total_reward_ma:-23.89 loss:-4.718 fps:123.9 +frame:3.00e+05 wall_t:2422 t:18750 epi:nan +opt_step:56064 lr:0.0003 alpha:0.006738 +2026-02-13 11:37:21 | INFO | PID:1431 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_tennis_t0_s0 [train] +total_reward:-23.87 total_reward_ma:-23.89 loss:-4.385 fps:123.9 +frame:3.10e+05 wall_t:2502 t:19375 epi:nan +opt_step:57939 lr:0.0003 alpha:0.006738 +2026-02-13 11:38:41 | INFO | PID:1431 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_tennis_t0_s0 [train] +total_reward:-23.86 total_reward_ma:-23.89 loss:-4.207 fps:123.9 +frame:3.20e+05 wall_t:2582 t:20000 epi:nan +opt_step:59814 lr:0.0003 alpha:0.006738 +2026-02-13 11:40:01 | INFO | PID:1431 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_tennis_t0_s0 [train] +total_reward:-23.86 total_reward_ma:-23.89 loss:-3.966 fps:124 +frame:3.30e+05 wall_t:2661 t:20625 epi:nan +opt_step:61689 lr:0.0003 alpha:0.006738 +2026-02-13 11:41:20 | INFO | PID:1431 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_tennis_t0_s0 [train] +total_reward:-23.86 total_reward_ma:-23.89 loss:-3.816 fps:124.1 +frame:3.40e+05 wall_t:2740 t:21250 epi:nan +opt_step:63564 lr:0.0003 alpha:0.006738 +2026-02-13 11:42:40 | INFO | PID:1431 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_tennis_t0_s0 [train] +total_reward:-23.85 total_reward_ma:-23.89 loss:-3.65 fps:124.1 +frame:3.50e+05 wall_t:2820 t:21875 epi:nan +opt_step:65439 lr:0.0003 alpha:0.006738 +2026-02-13 11:44:00 | INFO | PID:1431 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_tennis_t0_s0 [train] +total_reward:-23.86 total_reward_ma:-23.89 loss:-3.496 fps:124.1 +frame:3.60e+05 wall_t:2900 t:22500 epi:nan +opt_step:67314 lr:0.0003 alpha:0.006738 +2026-02-13 11:45:20 | INFO | PID:1431 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_tennis_t0_s0 [train] +total_reward:-23.90 total_reward_ma:-23.89 loss:-3.357 fps:124.2 +frame:3.70e+05 wall_t:2980 t:23125 epi:nan +opt_step:69189 lr:0.0003 alpha:0.006738 +2026-02-13 11:46:39 | INFO | PID:1431 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_tennis_t0_s0 [train] +total_reward:-23.88 total_reward_ma:-23.89 loss:-3.205 fps:124.2 +frame:3.80e+05 wall_t:3060 t:23750 epi:nan +opt_step:71064 lr:0.0003 alpha:0.006738 +2026-02-13 11:47:58 | INFO | PID:1431 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_tennis_t0_s0 [train] +total_reward:-23.88 total_reward_ma:-23.89 loss:-3.11 fps:124.2 +frame:3.90e+05 wall_t:3139 t:24375 epi:nan +opt_step:72939 lr:0.0003 alpha:0.006738 +2026-02-13 11:49:18 | INFO | PID:1431 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_tennis_t0_s0 [train] +total_reward:-23.88 total_reward_ma:-23.89 loss:-2.992 fps:124.3 +frame:4.00e+05 wall_t:3219 t:25000 epi:nan +opt_step:74814 lr:0.0003 alpha:0.006738 +2026-02-13 11:50:37 | INFO | PID:1431 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_tennis_t0_s0 [train] +total_reward:-23.88 total_reward_ma:-23.89 loss:-2.866 fps:124.3 +frame:4.10e+05 wall_t:3298 t:25625 epi:nan +opt_step:76689 lr:0.0003 alpha:0.006738 +2026-02-13 11:51:57 | INFO | PID:1431 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_tennis_t0_s0 [train] +total_reward:-23.88 total_reward_ma:-23.89 loss:-2.767 fps:124.3 +frame:4.20e+05 wall_t:3378 t:26250 epi:nan +opt_step:78564 lr:0.0003 alpha:0.006738 +2026-02-13 11:53:17 | INFO | PID:1431 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_tennis_t0_s0 [train] +total_reward:-23.88 total_reward_ma:-23.89 loss:-2.702 fps:124.4 +frame:4.30e+05 wall_t:3457 t:26875 epi:nan +opt_step:80439 lr:0.0003 alpha:0.006738 +2026-02-13 11:54:37 | INFO | PID:1431 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_tennis_t0_s0 [train] +total_reward:-23.88 total_reward_ma:-23.89 loss:-2.593 fps:124.4 +frame:4.40e+05 wall_t:3537 t:27500 epi:nan +opt_step:82314 lr:0.0003 alpha:0.006738 +2026-02-13 11:55:58 | INFO | PID:1431 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_tennis_t0_s0 [train] +total_reward:-23.88 total_reward_ma:-23.89 loss:-2.581 fps:124.3 +frame:4.50e+05 wall_t:3619 t:28125 epi:nan +opt_step:84189 lr:0.0003 alpha:0.006738 +2026-02-13 11:57:18 | INFO | PID:1431 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_tennis_t0_s0 [train] +total_reward:-23.88 total_reward_ma:-23.89 loss:-2.432 fps:124.4 +frame:4.60e+05 wall_t:3698 t:28750 epi:nan +opt_step:86064 lr:0.0003 alpha:0.006738 +2026-02-13 11:58:37 | INFO | PID:1431 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_tennis_t0_s0 [train] +total_reward:-23.89 total_reward_ma:-23.89 loss:-2.354 fps:124.4 +frame:4.70e+05 wall_t:3778 t:29375 epi:nan +opt_step:87939 lr:0.0003 alpha:0.006738 +2026-02-13 11:59:57 | INFO | PID:1431 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_tennis_t0_s0 [train] +total_reward:-23.90 total_reward_ma:-23.89 loss:-2.263 fps:124.4 +frame:4.80e+05 wall_t:3857 t:30000 epi:nan +opt_step:89814 lr:0.0003 alpha:0.006738 +2026-02-13 12:01:16 | INFO | PID:1431 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_tennis_t0_s0 [train] +total_reward:-23.90 total_reward_ma:-23.89 loss:-2.232 fps:124.5 +frame:4.90e+05 wall_t:3936 t:30625 epi:nan +opt_step:91689 lr:0.0003 alpha:0.006738 +2026-02-13 12:02:35 | INFO | PID:1431 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_tennis_t0_s0 [train] +total_reward:-23.90 total_reward_ma:-23.89 loss:-2.092 fps:124.5 +frame:5.00e+05 wall_t:4016 t:31250 epi:nan +opt_step:93564 lr:0.0003 alpha:0.006738 +2026-02-13 12:03:54 | INFO | PID:1431 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_tennis_t0_s0 [train] +total_reward:-23.91 total_reward_ma:-23.89 loss:-2.11 fps:124.5 +frame:5.10e+05 wall_t:4095 t:31875 epi:nan +opt_step:95439 lr:0.0003 alpha:0.006738 +2026-02-13 12:05:14 | INFO | PID:1431 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_tennis_t0_s0 [train] +total_reward:-23.91 total_reward_ma:-23.89 loss:-1.983 fps:124.6 +frame:5.20e+05 wall_t:4174 t:32500 epi:nan +opt_step:97314 lr:0.0003 alpha:0.006738 +2026-02-13 12:06:33 | INFO | PID:1431 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_tennis_t0_s0 [train] +total_reward:-23.92 total_reward_ma:-23.89 loss:-1.912 fps:124.6 +frame:5.30e+05 wall_t:4253 t:33125 epi:nan +opt_step:99189 lr:0.0003 alpha:0.006738 +2026-02-13 12:07:52 | INFO | PID:1431 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_tennis_t0_s0 [train] +total_reward:-23.92 total_reward_ma:-23.89 loss:-1.898 fps:124.6 +frame:5.40e+05 wall_t:4333 t:33750 epi:nan +opt_step:101064 lr:0.0003 alpha:0.006738 +2026-02-13 12:09:12 | INFO | PID:1431 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_tennis_t0_s0 [train] +total_reward:-23.93 total_reward_ma:-23.89 loss:-1.97 fps:124.7 +frame:5.50e+05 wall_t:4412 t:34375 epi:nan +opt_step:102939 lr:0.0003 alpha:0.006738 +2026-02-13 12:10:31 | INFO | PID:1431 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_tennis_t0_s0 [train] +total_reward:-23.93 total_reward_ma:-23.89 loss:-1.813 fps:124.7 +frame:5.60e+05 wall_t:4491 t:35000 epi:nan +opt_step:104814 lr:0.0003 alpha:0.006738 +2026-02-13 12:11:50 | INFO | PID:1431 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_tennis_t0_s0 [train] +total_reward:-23.93 total_reward_ma:-23.89 loss:-1.965 fps:124.7 +frame:5.70e+05 wall_t:4571 t:35625 epi:nan +opt_step:106689 lr:0.0003 alpha:0.006738 +2026-02-13 12:13:10 | INFO | PID:1431 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_tennis_t0_s0 [train] +total_reward:-23.91 total_reward_ma:-23.89 loss:-1.691 fps:124.7 +frame:5.80e+05 wall_t:4651 t:36250 epi:nan +opt_step:108564 lr:0.0003 alpha:0.006738 +2026-02-13 12:14:30 | INFO | PID:1431 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_tennis_t0_s0 [train] +total_reward:-23.93 total_reward_ma:-23.89 loss:-1.651 fps:124.7 +frame:5.90e+05 wall_t:4730 t:36875 epi:nan +opt_step:110439 lr:0.0003 alpha:0.006738 +2026-02-13 12:15:50 | INFO | PID:1431 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_tennis_t0_s0 [train] +total_reward:-23.95 total_reward_ma:-23.89 loss:-1.707 fps:124.7 +frame:6.00e+05 wall_t:4810 t:37500 epi:nan +opt_step:112314 lr:0.0003 alpha:0.006738 +2026-02-13 12:17:09 | INFO | PID:1431 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_tennis_t0_s0 [train] +total_reward:-23.95 total_reward_ma:-23.89 loss:-1.801 fps:124.8 +frame:6.10e+05 wall_t:4889 t:38125 epi:nan +opt_step:114189 lr:0.0003 alpha:0.006738 +2026-02-13 12:18:30 | INFO | PID:1431 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_tennis_t0_s0 [train] +total_reward:-23.95 total_reward_ma:-23.89 loss:-1.86 fps:124.7 +frame:6.20e+05 wall_t:4970 t:38750 epi:nan +opt_step:116064 lr:0.0003 alpha:0.006738 +2026-02-13 12:19:50 | INFO | PID:1431 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_tennis_t0_s0 [train] +total_reward:-23.96 total_reward_ma:-23.90 loss:-1.624 fps:124.8 +frame:6.30e+05 wall_t:5050 t:39375 epi:nan +opt_step:117939 lr:0.0003 alpha:0.006738 +2026-02-13 12:21:09 | INFO | PID:1431 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_tennis_t0_s0 [train] +total_reward:-23.96 total_reward_ma:-23.90 loss:-1.488 fps:124.8 +frame:6.40e+05 wall_t:5129 t:40000 epi:nan +opt_step:119814 lr:0.0003 alpha:0.006738 +2026-02-13 12:22:28 | INFO | PID:1431 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_tennis_t0_s0 [train] +total_reward:-23.95 total_reward_ma:-23.90 loss:-1.544 fps:124.8 +frame:6.50e+05 wall_t:5208 t:40625 epi:nan +opt_step:121689 lr:0.0003 alpha:0.006738 +2026-02-13 12:23:47 | INFO | PID:1431 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_tennis_t0_s0 [train] +total_reward:-23.95 total_reward_ma:-23.90 loss:-1.566 fps:124.8 +frame:6.60e+05 wall_t:5288 t:41250 epi:nan +opt_step:123564 lr:0.0003 alpha:0.006738 +2026-02-13 12:25:08 | INFO | PID:1431 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_tennis_t0_s0 [train] +total_reward:-23.96 total_reward_ma:-23.90 loss:-1.398 fps:124.8 +frame:6.70e+05 wall_t:5368 t:41875 epi:nan +opt_step:125439 lr:0.0003 alpha:0.006738 +2026-02-13 12:26:28 | INFO | PID:1431 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_tennis_t0_s0 [train] +total_reward:-23.96 total_reward_ma:-23.90 loss:-1.633 fps:124.8 +frame:6.80e+05 wall_t:5448 t:42500 epi:nan +opt_step:127314 lr:0.0003 alpha:0.006738 +2026-02-13 12:27:48 | INFO | PID:1431 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_tennis_t0_s0 [train] +total_reward:-23.96 total_reward_ma:-23.90 loss:-1.428 fps:124.8 +frame:6.90e+05 wall_t:5528 t:43125 epi:nan +opt_step:129189 lr:0.0003 alpha:0.006738 +2026-02-13 12:29:07 | INFO | PID:1431 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_tennis_t0_s0 [train] +total_reward:-23.96 total_reward_ma:-23.90 loss:-1.321 fps:124.8 +frame:7.00e+05 wall_t:5607 t:43750 epi:nan +opt_step:131064 lr:0.0003 alpha:0.006738 +2026-02-13 12:30:26 | INFO | PID:1431 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_tennis_t0_s0 [train] +total_reward:-23.96 total_reward_ma:-23.90 loss:-1.367 fps:124.8 +frame:7.10e+05 wall_t:5687 t:44375 epi:nan +opt_step:132939 lr:0.0003 alpha:0.006738 +2026-02-13 12:31:45 | INFO | PID:1431 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_tennis_t0_s0 [train] +total_reward:-23.96 total_reward_ma:-23.90 loss:-1.38 fps:124.9 +frame:7.20e+05 wall_t:5766 t:45000 epi:nan +opt_step:134814 lr:0.0003 alpha:0.006738 +2026-02-13 12:33:04 | INFO | PID:1431 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_tennis_t0_s0 [train] +total_reward:-23.96 total_reward_ma:-23.90 loss:-1.064 fps:124.9 +frame:7.30e+05 wall_t:5844 t:45625 epi:nan +opt_step:136689 lr:0.0003 alpha:0.006738 +2026-02-13 12:34:23 | INFO | PID:1431 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_tennis_t0_s0 [train] +total_reward:-23.96 total_reward_ma:-23.91 loss:-1.119 fps:124.9 +frame:7.40e+05 wall_t:5924 t:46250 epi:nan +opt_step:138564 lr:0.0003 alpha:0.006738 +2026-02-13 12:35:43 | INFO | PID:1431 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_tennis_t0_s0 [train] +total_reward:-23.96 total_reward_ma:-23.91 loss:-1.262 fps:124.9 +frame:7.50e+05 wall_t:6003 t:46875 epi:nan +opt_step:140439 lr:0.0003 alpha:0.006738 +2026-02-13 12:37:02 | INFO | PID:1431 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_tennis_t0_s0 [train] +total_reward:-23.95 total_reward_ma:-23.91 loss:-1.183 fps:124.9 +frame:7.60e+05 wall_t:6083 t:47500 epi:nan +opt_step:142314 lr:0.0003 alpha:0.006738 +2026-02-13 12:38:21 | INFO | PID:1431 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_tennis_t0_s0 [train] +total_reward:-23.97 total_reward_ma:-23.91 loss:-1.187 fps:125 +frame:7.70e+05 wall_t:6161 t:48125 epi:nan +opt_step:144189 lr:0.0003 alpha:0.006738 +2026-02-13 12:39:41 | INFO | PID:1431 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_tennis_t0_s0 [train] +total_reward:-23.97 total_reward_ma:-23.91 loss:-1.152 fps:125 +frame:7.80e+05 wall_t:6241 t:48750 epi:nan +opt_step:146064 lr:0.0003 alpha:0.006738 +2026-02-13 12:41:00 | INFO | PID:1431 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_tennis_t0_s0 [train] +total_reward:-23.97 total_reward_ma:-23.91 loss:-0.9725 fps:125 +frame:7.90e+05 wall_t:6320 t:49375 epi:nan +opt_step:147939 lr:0.0003 alpha:0.006738 +2026-02-13 12:42:19 | INFO | PID:1431 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_tennis_t0_s0 [train] +total_reward:-23.95 total_reward_ma:-23.91 loss:-0.9438 fps:125 +frame:8.00e+05 wall_t:6399 t:50000 epi:nan +opt_step:149814 lr:0.0003 alpha:0.006738 +2026-02-13 12:43:39 | INFO | PID:1431 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_tennis_t0_s0 [train] +total_reward:-23.95 total_reward_ma:-23.91 loss:-0.8809 fps:125 +frame:8.10e+05 wall_t:6479 t:50625 epi:nan +opt_step:151689 lr:0.0003 alpha:0.006738 +2026-02-13 12:44:58 | INFO | PID:1431 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_tennis_t0_s0 [train] +total_reward:-23.96 total_reward_ma:-23.91 loss:-0.9124 fps:125 +frame:8.20e+05 wall_t:6559 t:51250 epi:nan +opt_step:153564 lr:0.0003 alpha:0.006738 +2026-02-13 12:46:18 | INFO | PID:1431 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_tennis_t0_s0 [train] +total_reward:-23.95 total_reward_ma:-23.91 loss:-0.8905 fps:125 +frame:8.30e+05 wall_t:6638 t:51875 epi:nan +opt_step:155439 lr:0.0003 alpha:0.006738 +2026-02-13 12:47:36 | INFO | PID:1431 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_tennis_t0_s0 [train] +total_reward:-23.95 total_reward_ma:-23.91 loss:-0.8481 fps:125.1 +frame:8.40e+05 wall_t:6717 t:52500 epi:nan +opt_step:157314 lr:0.0003 alpha:0.006738 +2026-02-13 12:48:55 | INFO | PID:1431 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_tennis_t0_s0 [train] +total_reward:-23.95 total_reward_ma:-23.91 loss:-0.7987 fps:125.1 +frame:8.50e+05 wall_t:6796 t:53125 epi:nan +opt_step:159189 lr:0.0003 alpha:0.006738 +2026-02-13 12:50:14 | INFO | PID:1431 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_tennis_t0_s0 [train] +total_reward:-23.95 total_reward_ma:-23.91 loss:-0.8664 fps:125.1 +frame:8.60e+05 wall_t:6875 t:53750 epi:nan +opt_step:161064 lr:0.0003 alpha:0.006738 +2026-02-13 12:51:34 | INFO | PID:1431 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_tennis_t0_s0 [train] +total_reward:-23.96 total_reward_ma:-23.91 loss:-0.7992 fps:125.1 +frame:8.70e+05 wall_t:6954 t:54375 epi:nan +opt_step:162939 lr:0.0003 alpha:0.006738 +2026-02-13 12:52:54 | INFO | PID:1431 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_tennis_t0_s0 [train] +total_reward:-23.96 total_reward_ma:-23.91 loss:-0.7909 fps:125.1 +frame:8.80e+05 wall_t:7035 t:55000 epi:nan +opt_step:164814 lr:0.0003 alpha:0.006738 +2026-02-13 12:54:14 | INFO | PID:1431 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_tennis_t0_s0 [train] +total_reward:-23.95 total_reward_ma:-23.91 loss:-0.7899 fps:125.1 +frame:8.90e+05 wall_t:7114 t:55625 epi:nan +opt_step:166689 lr:0.0003 alpha:0.006738 +2026-02-13 12:55:33 | INFO | PID:1431 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_tennis_t0_s0 [train] +total_reward:-23.95 total_reward_ma:-23.91 loss:-0.7614 fps:125.1 +frame:9.00e+05 wall_t:7193 t:56250 epi:nan +opt_step:168564 lr:0.0003 alpha:0.006738 +2026-02-13 12:56:54 | INFO | PID:1431 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_tennis_t0_s0 [train] +total_reward:-23.95 total_reward_ma:-23.92 loss:-0.7833 fps:125.1 +frame:9.10e+05 wall_t:7275 t:56875 epi:nan +opt_step:170439 lr:0.0003 alpha:0.006738 +2026-02-13 12:58:17 | INFO | PID:1431 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_tennis_t0_s0 [train] +total_reward:-23.94 total_reward_ma:-23.92 loss:-0.7615 fps:125.1 +frame:9.20e+05 wall_t:7357 t:57500 epi:nan +opt_step:172314 lr:0.0003 alpha:0.006738 +2026-02-13 12:59:46 | INFO | PID:1431 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_tennis_t0_s0 [train] +total_reward:-23.95 total_reward_ma:-23.92 loss:-0.7734 fps:124.9 +frame:9.30e+05 wall_t:7447 t:58125 epi:nan +opt_step:174189 lr:0.0003 alpha:0.006738 +2026-02-13 13:01:14 | INFO | PID:1431 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_tennis_t0_s0 [train] +total_reward:-23.94 total_reward_ma:-23.92 loss:-0.7984 fps:124.8 +frame:9.40e+05 wall_t:7535 t:58750 epi:nan +opt_step:176064 lr:0.0003 alpha:0.006738 +2026-02-13 13:02:44 | INFO | PID:1431 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_tennis_t0_s0 [train] +total_reward:-23.91 total_reward_ma:-23.92 loss:-0.8153 fps:124.6 +frame:9.50e+05 wall_t:7624 t:59375 epi:nan +opt_step:177939 lr:0.0003 alpha:0.006738 +2026-02-13 13:04:12 | INFO | PID:1431 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_tennis_t0_s0 [train] +total_reward:-23.90 total_reward_ma:-23.92 loss:-0.8179 fps:124.5 +frame:9.60e+05 wall_t:7713 t:60000 epi:nan +opt_step:179814 lr:0.0003 alpha:0.006738 +2026-02-13 13:05:41 | INFO | PID:1431 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_tennis_t0_s0 [train] +total_reward:-23.89 total_reward_ma:-23.92 loss:-0.8694 fps:124.3 +frame:9.70e+05 wall_t:7801 t:60625 epi:nan +opt_step:181689 lr:0.0003 alpha:0.006738 +2026-02-13 13:07:09 | INFO | PID:1431 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_tennis_t0_s0 [train] +total_reward:-23.89 total_reward_ma:-23.92 loss:-0.8787 fps:124.2 +frame:9.80e+05 wall_t:7890 t:61250 epi:nan +opt_step:183564 lr:0.0003 alpha:0.006738 +2026-02-13 13:08:38 | INFO | PID:1431 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_tennis_t0_s0 [train] +total_reward:-23.89 total_reward_ma:-23.91 loss:-0.9997 fps:124.1 +frame:9.90e+05 wall_t:7978 t:61875 epi:nan +opt_step:185439 lr:0.0003 alpha:0.006738 +2026-02-13 13:10:08 | INFO | PID:1431 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_tennis_t0_s0 [train] +total_reward:-23.89 total_reward_ma:-23.91 loss:-1.089 fps:123.9 +frame:1.00e+06 wall_t:8068 t:62500 epi:nan +opt_step:187314 lr:0.0003 alpha:0.006738 +2026-02-13 13:11:37 | INFO | PID:1431 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_tennis_t0_s0 [train] +total_reward:-23.89 total_reward_ma:-23.91 loss:-1.154 fps:123.8 +frame:1.01e+06 wall_t:8158 t:63125 epi:nan +opt_step:189189 lr:0.0003 alpha:0.006738 +2026-02-13 13:13:06 | INFO | PID:1431 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_tennis_t0_s0 [train] +total_reward:-23.89 total_reward_ma:-23.91 loss:-1.342 fps:123.7 +frame:1.02e+06 wall_t:8246 t:63750 epi:nan +opt_step:191064 lr:0.0003 alpha:0.006738 +2026-02-13 13:14:36 | INFO | PID:1431 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_tennis_t0_s0 [train] +total_reward:-23.89 total_reward_ma:-23.91 loss:-1.447 fps:123.6 +frame:1.03e+06 wall_t:8336 t:64375 epi:nan +opt_step:192939 lr:0.0003 alpha:0.006738 +2026-02-13 13:16:03 | INFO | PID:1431 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_tennis_t0_s0 [train] +total_reward:-23.89 total_reward_ma:-23.91 loss:-1.406 fps:123.5 +frame:1.04e+06 wall_t:8424 t:65000 epi:nan +opt_step:194814 lr:0.0003 alpha:0.006738 +2026-02-13 13:17:31 | INFO | PID:1431 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_tennis_t0_s0 [train] +total_reward:-23.89 total_reward_ma:-23.91 loss:-1.648 fps:123.4 +frame:1.05e+06 wall_t:8512 t:65625 epi:nan +opt_step:196689 lr:0.0003 alpha:0.006738 +2026-02-13 13:19:00 | INFO | PID:1431 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_tennis_t0_s0 [train] +total_reward:-23.89 total_reward_ma:-23.91 loss:-1.818 fps:123.3 +frame:1.06e+06 wall_t:8600 t:66250 epi:nan +opt_step:198564 lr:0.0003 alpha:0.006738 +2026-02-13 13:20:29 | INFO | PID:1431 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_tennis_t0_s0 [train] +total_reward:-23.89 total_reward_ma:-23.91 loss:-1.925 fps:123.1 +frame:1.07e+06 wall_t:8689 t:66875 epi:nan +opt_step:200439 lr:0.0003 alpha:0.006738 +2026-02-13 13:21:58 | INFO | PID:1431 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_tennis_t0_s0 [train] +total_reward:-23.89 total_reward_ma:-23.91 loss:-1.943 fps:123 +frame:1.08e+06 wall_t:8779 t:67500 epi:nan +opt_step:202314 lr:0.0003 alpha:0.006738 +2026-02-13 13:23:28 | INFO | PID:1431 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_tennis_t0_s0 [train] +total_reward:-23.89 total_reward_ma:-23.91 loss:-2.004 fps:122.9 +frame:1.09e+06 wall_t:8868 t:68125 epi:nan +opt_step:204189 lr:0.0003 alpha:0.006738 +2026-02-13 13:24:56 | INFO | PID:1431 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_tennis_t0_s0 [train] +total_reward:-23.89 total_reward_ma:-23.91 loss:-2.102 fps:122.8 +frame:1.10e+06 wall_t:8956 t:68750 epi:nan +opt_step:206064 lr:0.0003 alpha:0.006738 +2026-02-13 13:26:26 | INFO | PID:1431 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_tennis_t0_s0 [train] +total_reward:-23.89 total_reward_ma:-23.91 loss:-2.244 fps:122.7 +frame:1.11e+06 wall_t:9046 t:69375 epi:nan +opt_step:207939 lr:0.0003 alpha:0.006738 +2026-02-13 13:27:54 | INFO | PID:1431 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_tennis_t0_s0 [train] +total_reward:-23.89 total_reward_ma:-23.91 loss:-2.459 fps:122.6 +frame:1.12e+06 wall_t:9135 t:70000 epi:nan +opt_step:209814 lr:0.0003 alpha:0.006738 +2026-02-13 13:29:23 | INFO | PID:1431 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_tennis_t0_s0 [train] +total_reward:-23.90 total_reward_ma:-23.91 loss:-2.255 fps:122.5 +frame:1.13e+06 wall_t:9224 t:70625 epi:nan +opt_step:211689 lr:0.0003 alpha:0.006738 +2026-02-13 13:30:52 | INFO | PID:1431 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_tennis_t0_s0 [train] +total_reward:-23.90 total_reward_ma:-23.91 loss:-2.433 fps:122.4 +frame:1.14e+06 wall_t:9312 t:71250 epi:nan +opt_step:213564 lr:0.0003 alpha:0.006738 +2026-02-13 13:32:21 | INFO | PID:1431 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_tennis_t0_s0 [train] +total_reward:-23.90 total_reward_ma:-23.91 loss:-2.5 fps:122.3 +frame:1.15e+06 wall_t:9401 t:71875 epi:nan +opt_step:215439 lr:0.0003 alpha:0.006738 +2026-02-13 13:33:51 | INFO | PID:1431 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_tennis_t0_s0 [train] +total_reward:-23.90 total_reward_ma:-23.91 loss:-2.582 fps:122.2 +frame:1.16e+06 wall_t:9491 t:72500 epi:nan +opt_step:217314 lr:0.0003 alpha:0.006738 +2026-02-13 13:35:20 | INFO | PID:1431 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_tennis_t0_s0 [train] +total_reward:-23.88 total_reward_ma:-23.91 loss:-2.614 fps:122.1 +frame:1.17e+06 wall_t:9581 t:73125 epi:nan +opt_step:219189 lr:0.0003 alpha:0.006738 +2026-02-13 13:36:50 | INFO | PID:1431 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_tennis_t0_s0 [train] +total_reward:-23.87 total_reward_ma:-23.91 loss:-2.623 fps:122 +frame:1.18e+06 wall_t:9670 t:73750 epi:nan +opt_step:221064 lr:0.0003 alpha:0.006738 +2026-02-13 13:38:19 | INFO | PID:1431 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_tennis_t0_s0 [train] +total_reward:-23.86 total_reward_ma:-23.91 loss:-2.624 fps:121.9 +frame:1.19e+06 wall_t:9759 t:74375 epi:nan +opt_step:222939 lr:0.0003 alpha:0.006738 +2026-02-13 13:39:49 | INFO | PID:1431 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_tennis_t0_s0 [train] +total_reward:-23.86 total_reward_ma:-23.91 loss:-2.627 fps:121.8 +frame:1.20e+06 wall_t:9850 t:75000 epi:nan +opt_step:224814 lr:0.0003 alpha:0.006738 +2026-02-13 13:41:18 | INFO | PID:1431 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_tennis_t0_s0 [train] +total_reward:-23.86 total_reward_ma:-23.91 loss:-2.664 fps:121.8 +frame:1.21e+06 wall_t:9938 t:75625 epi:nan +opt_step:226689 lr:0.0003 alpha:0.006738 +2026-02-13 13:42:48 | INFO | PID:1431 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_tennis_t0_s0 [train] +total_reward:-23.85 total_reward_ma:-23.91 loss:-2.471 fps:121.7 +frame:1.22e+06 wall_t:10028 t:76250 epi:nan +opt_step:228564 lr:0.0003 alpha:0.006738 +2026-02-13 13:44:17 | INFO | PID:1431 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_tennis_t0_s0 [train] +total_reward:-23.85 total_reward_ma:-23.91 loss:-2.468 fps:121.6 +frame:1.23e+06 wall_t:10117 t:76875 epi:nan +opt_step:230439 lr:0.0003 alpha:0.006738 +2026-02-13 13:45:44 | INFO | PID:1431 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_tennis_t0_s0 [train] +total_reward:-23.83 total_reward_ma:-23.91 loss:-2.488 fps:121.5 +frame:1.24e+06 wall_t:10205 t:77500 epi:nan +opt_step:232314 lr:0.0003 alpha:0.006738 +2026-02-13 13:47:14 | INFO | PID:1431 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_tennis_t0_s0 [train] +total_reward:-23.82 total_reward_ma:-23.91 loss:-2.326 fps:121.4 +frame:1.25e+06 wall_t:10294 t:78125 epi:nan +opt_step:234189 lr:0.0003 alpha:0.006738 +2026-02-13 13:48:43 | INFO | PID:1431 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_tennis_t0_s0 [train] +total_reward:-23.83 total_reward_ma:-23.91 loss:-2.335 fps:121.3 +frame:1.26e+06 wall_t:10384 t:78750 epi:nan +opt_step:236064 lr:0.0003 alpha:0.006738 +2026-02-13 13:50:12 | INFO | PID:1431 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_tennis_t0_s0 [train] +total_reward:-23.80 total_reward_ma:-23.91 loss:-2.201 fps:121.3 +frame:1.27e+06 wall_t:10473 t:79375 epi:nan +opt_step:237939 lr:0.0003 alpha:0.006738 +2026-02-13 13:51:41 | INFO | PID:1431 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_tennis_t0_s0 [train] +total_reward:-23.80 total_reward_ma:-23.91 loss:-2.059 fps:121.2 +frame:1.28e+06 wall_t:10562 t:80000 epi:nan +opt_step:239814 lr:0.0003 alpha:0.006738 +2026-02-13 13:53:11 | INFO | PID:1431 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_tennis_t0_s0 [train] +total_reward:-23.80 total_reward_ma:-23.91 loss:-2.205 fps:121.1 +frame:1.29e+06 wall_t:10652 t:80625 epi:nan +opt_step:241689 lr:0.0003 alpha:0.006738 +2026-02-13 13:54:41 | INFO | PID:1431 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_tennis_t0_s0 [train] +total_reward:-23.80 total_reward_ma:-23.91 loss:-2.272 fps:121 +frame:1.30e+06 wall_t:10741 t:81250 epi:nan +opt_step:243564 lr:0.0003 alpha:0.006738 +2026-02-13 13:56:10 | INFO | PID:1431 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_tennis_t0_s0 [train] +total_reward:-23.80 total_reward_ma:-23.91 loss:-2.014 fps:121 +frame:1.31e+06 wall_t:10830 t:81875 epi:nan +opt_step:245439 lr:0.0003 alpha:0.006738 +2026-02-13 13:57:39 | INFO | PID:1431 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_tennis_t0_s0 [train] +total_reward:-23.80 total_reward_ma:-23.91 loss:-2.094 fps:120.9 +frame:1.32e+06 wall_t:10919 t:82500 epi:nan +opt_step:247314 lr:0.0003 alpha:0.006738 +2026-02-13 13:59:08 | INFO | PID:1431 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_tennis_t0_s0 [train] +total_reward:-23.80 total_reward_ma:-23.90 loss:-2.131 fps:120.8 +frame:1.33e+06 wall_t:11009 t:83125 epi:nan +opt_step:249189 lr:0.0003 alpha:0.006738 +2026-02-13 14:00:37 | INFO | PID:1431 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_tennis_t0_s0 [train] +total_reward:-23.80 total_reward_ma:-23.90 loss:-2.188 fps:120.8 +frame:1.34e+06 wall_t:11097 t:83750 epi:nan +opt_step:251064 lr:0.0003 alpha:0.006738 +2026-02-13 14:02:06 | INFO | PID:1431 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_tennis_t0_s0 [train] +total_reward:-23.80 total_reward_ma:-23.90 loss:-2.337 fps:120.7 +frame:1.35e+06 wall_t:11186 t:84375 epi:nan +opt_step:252939 lr:0.0003 alpha:0.006738 +2026-02-13 14:03:34 | INFO | PID:1431 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_tennis_t0_s0 [train] +total_reward:-874.00 total_reward_ma:-32.40 loss:-2.377 fps:120.6 +frame:1.36e+06 wall_t:11275 t:85000 epi:nan +opt_step:254814 lr:0.0003 alpha:0.006738 +2026-02-13 14:05:03 | INFO | PID:1431 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_tennis_t0_s0 [train] +total_reward:-874.00 total_reward_ma:-40.91 loss:-2.527 fps:120.6 +frame:1.37e+06 wall_t:11364 t:85625 epi:nan +opt_step:256689 lr:0.0003 alpha:0.006738 +2026-02-13 14:06:33 | INFO | PID:1431 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_tennis_t0_s0 [train] +total_reward:-874.00 total_reward_ma:-49.41 loss:-2.543 fps:120.5 +frame:1.38e+06 wall_t:11453 t:86250 epi:nan +opt_step:258564 lr:0.0003 alpha:0.006738 +2026-02-13 14:08:02 | INFO | PID:1431 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_tennis_t0_s0 [train] +total_reward:-868.00 total_reward_ma:-57.85 loss:-2.67 fps:120.4 +frame:1.39e+06 wall_t:11542 t:86875 epi:nan +opt_step:260439 lr:0.0003 alpha:0.006738 +2026-02-13 14:09:32 | INFO | PID:1431 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_tennis_t0_s0 [train] +total_reward:-868.00 total_reward_ma:-66.29 loss:-2.729 fps:120.4 +frame:1.40e+06 wall_t:11632 t:87500 epi:nan +opt_step:262314 lr:0.0003 alpha:0.006738 +2026-02-13 14:11:01 | INFO | PID:1431 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_tennis_t0_s0 [train] +total_reward:-868.00 total_reward_ma:-74.73 loss:-2.798 fps:120.3 +frame:1.41e+06 wall_t:11721 t:88125 epi:nan +opt_step:264189 lr:0.0003 alpha:0.006738 +2026-02-13 14:12:31 | INFO | PID:1431 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_tennis_t0_s0 [train] +total_reward:-782.00 total_reward_ma:-82.31 loss:-2.892 fps:120.2 +frame:1.42e+06 wall_t:11811 t:88750 epi:nan +opt_step:266064 lr:0.0003 alpha:0.006738 +2026-02-13 14:14:00 | INFO | PID:1431 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_tennis_t0_s0 [train] +total_reward:-782.00 total_reward_ma:-89.89 loss:-3.061 fps:120.2 +frame:1.43e+06 wall_t:11901 t:89375 epi:nan +opt_step:267939 lr:0.0003 alpha:0.00728 +2026-02-13 14:15:30 | INFO | PID:1431 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_tennis_t0_s0 [train] +total_reward:-782.00 total_reward_ma:-97.47 loss:-3.157 fps:120.1 +frame:1.44e+06 wall_t:11990 t:90000 epi:nan +opt_step:269814 lr:0.0003 alpha:0.006738 +2026-02-13 14:16:59 | INFO | PID:1431 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_tennis_t0_s0 [train] +total_reward:-782.00 total_reward_ma:-105.06 loss:-3.143 fps:120 +frame:1.45e+06 wall_t:12079 t:90625 epi:nan +opt_step:271689 lr:0.0003 alpha:0.006738 +2026-02-13 14:18:28 | INFO | PID:1431 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_tennis_t0_s0 [train] +total_reward:-782.00 total_reward_ma:-112.64 loss:-3.152 fps:120 +frame:1.46e+06 wall_t:12169 t:91250 epi:nan +opt_step:273564 lr:0.0003 alpha:0.006738 +2026-02-13 14:19:57 | INFO | PID:1431 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_tennis_t0_s0 [train] +total_reward:-782.00 total_reward_ma:-120.22 loss:-3.079 fps:119.9 +frame:1.47e+06 wall_t:12257 t:91875 epi:nan +opt_step:275439 lr:0.0003 alpha:0.006738 +2026-02-13 14:21:26 | INFO | PID:1431 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_tennis_t0_s0 [train] +total_reward:-782.00 total_reward_ma:-127.80 loss:-3.046 fps:119.9 +frame:1.48e+06 wall_t:12346 t:92500 epi:nan +opt_step:277314 lr:0.0003 alpha:0.006738 +2026-02-13 14:22:54 | INFO | PID:1431 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_tennis_t0_s0 [train] +total_reward:-782.00 total_reward_ma:-135.38 loss:-2.965 fps:119.8 +frame:1.49e+06 wall_t:12435 t:93125 epi:nan +opt_step:279189 lr:0.0003 alpha:0.006738 +2026-02-13 14:24:24 | INFO | PID:1431 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_tennis_t0_s0 [train] +total_reward:-782.00 total_reward_ma:-142.96 loss:-2.912 fps:119.8 +frame:1.50e+06 wall_t:12525 t:93750 epi:nan +opt_step:281064 lr:0.0003 alpha:0.006738 +2026-02-13 14:25:53 | INFO | PID:1431 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_tennis_t0_s0 [train] +total_reward:-782.00 total_reward_ma:-150.54 loss:-2.859 fps:119.7 +frame:1.51e+06 wall_t:12614 t:94375 epi:nan +opt_step:282939 lr:0.0003 alpha:0.006738 +2026-02-13 14:27:23 | INFO | PID:1431 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_tennis_t0_s0 [train] +total_reward:-782.00 total_reward_ma:-158.12 loss:-2.815 fps:119.7 +frame:1.52e+06 wall_t:12703 t:95000 epi:nan +opt_step:284814 lr:0.0003 alpha:0.006738 +2026-02-13 14:28:51 | INFO | PID:1431 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_tennis_t0_s0 [train] +total_reward:-782.00 total_reward_ma:-165.70 loss:-2.774 fps:119.6 +frame:1.53e+06 wall_t:12792 t:95625 epi:nan +opt_step:286689 lr:0.0003 alpha:0.006738 +2026-02-13 14:30:20 | INFO | PID:1431 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_tennis_t0_s0 [train] +total_reward:-782.00 total_reward_ma:-173.28 loss:-2.753 fps:119.6 +frame:1.54e+06 wall_t:12881 t:96250 epi:nan +opt_step:288564 lr:0.0003 alpha:0.006738 +2026-02-13 14:31:49 | INFO | PID:1431 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_tennis_t0_s0 [train] +total_reward:-782.00 total_reward_ma:-180.86 loss:-2.775 fps:119.5 +frame:1.55e+06 wall_t:12969 t:96875 epi:nan +opt_step:290439 lr:0.0003 alpha:0.006738 +2026-02-13 14:33:18 | INFO | PID:1431 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_tennis_t0_s0 [train] +total_reward:-782.00 total_reward_ma:-188.45 loss:-2.752 fps:119.5 +frame:1.56e+06 wall_t:13058 t:97500 epi:nan +opt_step:292314 lr:0.0003 alpha:0.006738 +2026-02-13 14:34:49 | INFO | PID:1431 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_tennis_t0_s0 [train] +total_reward:-782.00 total_reward_ma:-196.03 loss:-2.737 fps:119.4 +frame:1.57e+06 wall_t:13149 t:98125 epi:nan +opt_step:294189 lr:0.0003 alpha:0.006738 +2026-02-13 14:36:17 | INFO | PID:1431 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_tennis_t0_s0 [train] +total_reward:-782.00 total_reward_ma:-203.61 loss:-2.738 fps:119.4 +frame:1.58e+06 wall_t:13237 t:98750 epi:nan +opt_step:296064 lr:0.0003 alpha:0.006738 +2026-02-13 14:37:47 | INFO | PID:1431 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_tennis_t0_s0 [train] +total_reward:-782.00 total_reward_ma:-211.19 loss:-2.762 fps:119.3 +frame:1.59e+06 wall_t:13327 t:99375 epi:nan +opt_step:297939 lr:0.0003 alpha:0.006738 +2026-02-13 14:39:15 | INFO | PID:1431 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_tennis_t0_s0 [train] +total_reward:-782.00 total_reward_ma:-218.77 loss:-2.712 fps:119.3 +frame:1.60e+06 wall_t:13416 t:100000 epi:nan +opt_step:299814 lr:0.0003 alpha:0.006738 +2026-02-13 14:40:44 | INFO | PID:1431 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_tennis_t0_s0 [train] +total_reward:-782.00 total_reward_ma:-226.35 loss:-2.654 fps:119.2 +frame:1.61e+06 wall_t:13504 t:100625 epi:nan +opt_step:301689 lr:0.0003 alpha:0.006738 +2026-02-13 14:42:12 | INFO | PID:1431 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_tennis_t0_s0 [train] +total_reward:-782.00 total_reward_ma:-233.93 loss:-2.652 fps:119.2 +frame:1.62e+06 wall_t:13592 t:101250 epi:nan +opt_step:303564 lr:0.0003 alpha:0.006738 +2026-02-13 14:43:42 | INFO | PID:1431 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_tennis_t0_s0 [train] +total_reward:-782.00 total_reward_ma:-241.51 loss:-2.618 fps:119.1 +frame:1.63e+06 wall_t:13682 t:101875 epi:nan +opt_step:305439 lr:0.0003 alpha:0.006738 +2026-02-13 14:45:11 | INFO | PID:1431 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_tennis_t0_s0 [train] +total_reward:-782.00 total_reward_ma:-249.09 loss:-2.583 fps:119.1 +frame:1.64e+06 wall_t:13772 t:102500 epi:nan +opt_step:307314 lr:0.0003 alpha:0.006738 +2026-02-13 14:46:41 | INFO | PID:1431 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_tennis_t0_s0 [train] +total_reward:-782.00 total_reward_ma:-256.67 loss:-2.547 fps:119 +frame:1.65e+06 wall_t:13861 t:103125 epi:nan +opt_step:309189 lr:0.0003 alpha:0.006738 +2026-02-13 14:48:10 | INFO | PID:1431 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_tennis_t0_s0 [train] +total_reward:-782.00 total_reward_ma:-264.25 loss:-2.514 fps:119 +frame:1.66e+06 wall_t:13950 t:103750 epi:nan +opt_step:311064 lr:0.0003 alpha:0.006738 +2026-02-13 14:49:39 | INFO | PID:1431 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_tennis_t0_s0 [train] +total_reward:-782.00 total_reward_ma:-271.83 loss:-2.499 fps:119 +frame:1.67e+06 wall_t:14039 t:104375 epi:nan +opt_step:312939 lr:0.0003 alpha:0.006738 +2026-02-13 14:51:08 | INFO | PID:1431 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_tennis_t0_s0 [train] +total_reward:-782.00 total_reward_ma:-279.41 loss:-2.508 fps:118.9 +frame:1.68e+06 wall_t:14128 t:105000 epi:nan +opt_step:314814 lr:0.0003 alpha:0.006738 +2026-02-13 14:52:37 | INFO | PID:1431 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_tennis_t0_s0 [train] +total_reward:-782.00 total_reward_ma:-286.99 loss:-2.484 fps:118.9 +frame:1.69e+06 wall_t:14217 t:105625 epi:nan +opt_step:316689 lr:0.0003 alpha:0.006738 +2026-02-13 14:54:06 | INFO | PID:1431 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_tennis_t0_s0 [train] +total_reward:-782.00 total_reward_ma:-294.57 loss:-2.445 fps:118.8 +frame:1.70e+06 wall_t:14306 t:106250 epi:nan +opt_step:318564 lr:0.0003 alpha:0.006738 +2026-02-13 14:55:35 | INFO | PID:1431 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_tennis_t0_s0 [train] +total_reward:-782.00 total_reward_ma:-302.15 loss:-2.44 fps:118.8 +frame:1.71e+06 wall_t:14395 t:106875 epi:nan +opt_step:320439 lr:0.0003 alpha:0.006738 +2026-02-13 14:57:03 | INFO | PID:1431 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_tennis_t0_s0 [train] +total_reward:-782.00 total_reward_ma:-309.73 loss:-2.426 fps:118.8 +frame:1.72e+06 wall_t:14484 t:107500 epi:nan +opt_step:322314 lr:0.0003 alpha:0.006744 +2026-02-13 14:58:34 | INFO | PID:1431 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_tennis_t0_s0 [train] +total_reward:-782.00 total_reward_ma:-317.31 loss:-2.413 fps:118.7 +frame:1.73e+06 wall_t:14574 t:108125 epi:nan +opt_step:324189 lr:0.0003 alpha:0.00717 +2026-02-13 15:00:03 | INFO | PID:1431 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_tennis_t0_s0 [train] +total_reward:-782.00 total_reward_ma:-324.89 loss:-2.401 fps:118.7 +frame:1.74e+06 wall_t:14663 t:108750 epi:nan +opt_step:326064 lr:0.0003 alpha:0.007611 +2026-02-13 15:01:32 | INFO | PID:1431 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_tennis_t0_s0 [train] +total_reward:-782.00 total_reward_ma:-332.47 loss:-2.379 fps:118.6 +frame:1.75e+06 wall_t:14753 t:109375 epi:nan +opt_step:327939 lr:0.0003 alpha:0.00787 +2026-02-13 15:03:01 | INFO | PID:1431 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_tennis_t0_s0 [train] +total_reward:-782.00 total_reward_ma:-340.06 loss:-2.39 fps:118.6 +frame:1.76e+06 wall_t:14841 t:110000 epi:nan +opt_step:329814 lr:0.0003 alpha:0.007804 +2026-02-13 15:04:30 | INFO | PID:1431 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_tennis_t0_s0 [train] +total_reward:-782.00 total_reward_ma:-347.64 loss:-2.425 fps:118.6 +frame:1.77e+06 wall_t:14930 t:110625 epi:nan +opt_step:331689 lr:0.0003 alpha:0.007575 +2026-02-13 15:05:59 | INFO | PID:1431 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_tennis_t0_s0 [train] +total_reward:-782.00 total_reward_ma:-355.22 loss:-2.431 fps:118.5 +frame:1.78e+06 wall_t:15020 t:111250 epi:nan +opt_step:333564 lr:0.0003 alpha:0.007135 +2026-02-13 15:07:28 | INFO | PID:1431 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_tennis_t0_s0 [train] +total_reward:-782.00 total_reward_ma:-362.80 loss:-2.488 fps:118.5 +frame:1.79e+06 wall_t:15109 t:111875 epi:nan +opt_step:335439 lr:0.0003 alpha:0.006738 +2026-02-13 15:08:58 | INFO | PID:1431 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_tennis_t0_s0 [train] +total_reward:-782.00 total_reward_ma:-370.38 loss:-2.489 fps:118.4 +frame:1.80e+06 wall_t:15198 t:112500 epi:nan +opt_step:337314 lr:0.0003 alpha:0.006738 +2026-02-13 15:10:27 | INFO | PID:1431 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_tennis_t0_s0 [train] +total_reward:-782.00 total_reward_ma:-377.96 loss:-2.519 fps:118.4 +frame:1.81e+06 wall_t:15288 t:113125 epi:nan +opt_step:339189 lr:0.0003 alpha:0.006738 +2026-02-13 15:11:56 | INFO | PID:1431 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_tennis_t0_s0 [train] +total_reward:-782.00 total_reward_ma:-385.54 loss:-2.55 fps:118.4 +frame:1.82e+06 wall_t:15376 t:113750 epi:nan +opt_step:341064 lr:0.0003 alpha:0.006738 +2026-02-13 15:13:26 | INFO | PID:1431 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_tennis_t0_s0 [train] +total_reward:-782.00 total_reward_ma:-393.12 loss:-2.618 fps:118.3 +frame:1.83e+06 wall_t:15466 t:114375 epi:nan +opt_step:342939 lr:0.0003 alpha:0.006738 +2026-02-13 15:14:55 | INFO | PID:1431 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_tennis_t0_s0 [train] +total_reward:-782.00 total_reward_ma:-400.70 loss:-2.652 fps:118.3 +frame:1.84e+06 wall_t:15556 t:115000 epi:nan +opt_step:344814 lr:0.0003 alpha:0.006738 +2026-02-13 15:16:24 | INFO | PID:1431 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_tennis_t0_s0 [train] +total_reward:-782.00 total_reward_ma:-408.28 loss:-2.777 fps:118.3 +frame:1.85e+06 wall_t:15644 t:115625 epi:nan +opt_step:346689 lr:0.0003 alpha:0.00948 +2026-02-13 15:17:54 | INFO | PID:1431 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_tennis_t0_s0 [train] +total_reward:-782.00 total_reward_ma:-415.86 loss:-2.867 fps:118.2 +frame:1.86e+06 wall_t:15734 t:116250 epi:nan +opt_step:348564 lr:0.0003 alpha:0.008911 +2026-02-13 15:19:23 | INFO | PID:1431 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_tennis_t0_s0 [train] +total_reward:-782.00 total_reward_ma:-423.44 loss:-2.964 fps:118.2 +frame:1.87e+06 wall_t:15823 t:116875 epi:nan +opt_step:350439 lr:0.0003 alpha:0.00771 +2026-02-13 15:20:53 | INFO | PID:1431 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_tennis_t0_s0 [train] +total_reward:-782.00 total_reward_ma:-431.02 loss:-2.945 fps:118.1 +frame:1.88e+06 wall_t:15914 t:117500 epi:nan +opt_step:352314 lr:0.0003 alpha:0.006738 +2026-02-13 15:22:23 | INFO | PID:1431 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_tennis_t0_s0 [train] +total_reward:-782.00 total_reward_ma:-438.60 loss:-2.917 fps:118.1 +frame:1.89e+06 wall_t:16003 t:118125 epi:nan +opt_step:354189 lr:0.0003 alpha:0.006738 +2026-02-13 15:23:53 | INFO | PID:1431 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_tennis_t0_s0 [train] +total_reward:-782.00 total_reward_ma:-446.18 loss:-2.846 fps:118.1 +frame:1.90e+06 wall_t:16093 t:118750 epi:nan +opt_step:356064 lr:0.0003 alpha:0.006738 +2026-02-13 15:25:21 | INFO | PID:1431 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_tennis_t0_s0 [train] +total_reward:-782.00 total_reward_ma:-453.76 loss:-2.817 fps:118 +frame:1.91e+06 wall_t:16182 t:119375 epi:nan +opt_step:357939 lr:0.0003 alpha:0.006738 +2026-02-13 15:26:50 | INFO | PID:1431 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_tennis_t0_s0 [train] +total_reward:-782.00 total_reward_ma:-461.34 loss:-2.788 fps:118 +frame:1.92e+06 wall_t:16270 t:120000 epi:nan +opt_step:359814 lr:0.0003 alpha:0.006738 +2026-02-13 15:28:18 | INFO | PID:1431 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_tennis_t0_s0 [train] +total_reward:-782.00 total_reward_ma:-468.92 loss:-2.747 fps:118 +frame:1.93e+06 wall_t:16359 t:120625 epi:nan +opt_step:361689 lr:0.0003 alpha:0.006738 +2026-02-13 15:29:48 | INFO | PID:1431 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_tennis_t0_s0 [train] +total_reward:-782.00 total_reward_ma:-476.50 loss:-2.741 fps:117.9 +frame:1.94e+06 wall_t:16448 t:121250 epi:nan +opt_step:363564 lr:0.0003 alpha:0.006738 +2026-02-13 15:31:17 | INFO | PID:1431 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_tennis_t0_s0 [train] +total_reward:-782.00 total_reward_ma:-484.08 loss:-2.683 fps:117.9 +frame:1.95e+06 wall_t:16537 t:121875 epi:nan +opt_step:365439 lr:0.0003 alpha:0.006738 +2026-02-13 15:32:46 | INFO | PID:1431 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_tennis_t0_s0 [train] +total_reward:-782.00 total_reward_ma:-491.67 loss:-2.677 fps:117.9 +frame:1.96e+06 wall_t:16627 t:122500 epi:nan +opt_step:367314 lr:0.0003 alpha:0.006738 +2026-02-13 15:34:16 | INFO | PID:1431 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_tennis_t0_s0 [train] +total_reward:-782.00 total_reward_ma:-499.25 loss:-2.624 fps:117.9 +frame:1.97e+06 wall_t:16716 t:123125 epi:nan +opt_step:369189 lr:0.0003 alpha:0.006738 +2026-02-13 15:35:45 | INFO | PID:1431 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_tennis_t0_s0 [train] +total_reward:-782.00 total_reward_ma:-506.83 loss:-2.563 fps:117.8 +frame:1.98e+06 wall_t:16805 t:123750 epi:nan +opt_step:371064 lr:0.0003 alpha:0.006738 +2026-02-13 15:37:15 | INFO | PID:1431 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_tennis_t0_s0 [train] +total_reward:-782.00 total_reward_ma:-514.41 loss:-2.559 fps:117.8 +frame:1.99e+06 wall_t:16895 t:124375 epi:nan +opt_step:372939 lr:0.0003 alpha:0.006738 +2026-02-13 15:38:22 | INFO | PID:1431 | slm_lab.agent:log_summary | Trial 0 session 0 sac_atari_tennis_t0_s0 [train] +total_reward:-782.00 total_reward_ma:-521.99 loss:-2.5 fps:117.9 +frame:2.00e+06 wall_t:16962 t:125000 epi:nan +opt_step:374814 lr:0.0003 alpha:0.007125 +2026-02-13 15:38:23 | INFO | PID:1431 | slm_lab.lib.logger:info | Session 0 done diff --git a/data/sac_atari_tennis_2026_02_13_105531/log/sac_atari_tennis_t0_s1.log b/data/sac_atari_tennis_2026_02_13_105531/log/sac_atari_tennis_t0_s1.log new file mode 100644 index 0000000000000000000000000000000000000000..12719e42f92afe98e4b6ca9f9bce0ebdeb11457a --- /dev/null +++ b/data/sac_atari_tennis_2026_02_13_105531/log/sac_atari_tennis_t0_s1.log @@ -0,0 +1,802 @@ +2026-02-13 10:55:37 | INFO | PID:1432 | slm_lab.env:_make_vector_env | AtariVectorEnv: 16 envs, native preprocessing +2026-02-13 10:57:34 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_tennis_t0_s1 [train] +total_reward:nan total_reward_ma:nan loss:-20.27 fps:86.96 +frame:1.00e+04 wall_t:115 t:625 epi:nan +opt_step:1689 lr:0.0003 alpha:0.6302 +2026-02-13 10:58:53 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_tennis_t0_s1 [train] +total_reward:nan total_reward_ma:nan loss:-29.96 fps:103.6 +frame:2.00e+04 wall_t:193 t:1250 epi:nan +opt_step:3564 lr:0.0003 alpha:0.403 +2026-02-13 11:00:12 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_tennis_t0_s1 [train] +total_reward:-23.79 total_reward_ma:-23.79 loss:-34.4 fps:109.9 +frame:3.00e+04 wall_t:273 t:1875 epi:nan +opt_step:5439 lr:0.0003 alpha:0.2639 +2026-02-13 11:01:32 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_tennis_t0_s1 [train] +total_reward:-23.75 total_reward_ma:-23.77 loss:-36.34 fps:113.6 +frame:4.00e+04 wall_t:352 t:2500 epi:nan +opt_step:7314 lr:0.0003 alpha:0.1743 +2026-02-13 11:02:51 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_tennis_t0_s1 [train] +total_reward:-23.75 total_reward_ma:-23.76 loss:-36 fps:116 +frame:5.00e+04 wall_t:431 t:3125 epi:nan +opt_step:9189 lr:0.0003 alpha:0.1155 +2026-02-13 11:04:10 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_tennis_t0_s1 [train] +total_reward:-23.84 total_reward_ma:-23.78 loss:-35 fps:117.6 +frame:6.00e+04 wall_t:510 t:3750 epi:nan +opt_step:11064 lr:0.0003 alpha:0.0767 +2026-02-13 11:05:28 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_tennis_t0_s1 [train] +total_reward:-23.84 total_reward_ma:-23.79 loss:-33.01 fps:118.8 +frame:7.00e+04 wall_t:589 t:4375 epi:nan +opt_step:12939 lr:0.0003 alpha:0.05104 +2026-02-13 11:06:48 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_tennis_t0_s1 [train] +total_reward:-23.86 total_reward_ma:-23.80 loss:-31.03 fps:119.8 +frame:8.00e+04 wall_t:668 t:5000 epi:nan +opt_step:14814 lr:0.0003 alpha:0.03403 +2026-02-13 11:08:07 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_tennis_t0_s1 [train] +total_reward:-23.87 total_reward_ma:-23.81 loss:-28.63 fps:120.3 +frame:9.00e+04 wall_t:748 t:5625 epi:nan +opt_step:16689 lr:0.0003 alpha:0.02273 +2026-02-13 11:09:26 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_tennis_t0_s1 [train] +total_reward:-23.87 total_reward_ma:-23.82 loss:-26.48 fps:121.1 +frame:1.00e+05 wall_t:826 t:6250 epi:nan +opt_step:18564 lr:0.0003 alpha:0.01522 +2026-02-13 11:10:45 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_tennis_t0_s1 [train] +total_reward:-23.87 total_reward_ma:-23.83 loss:-24.18 fps:121.4 +frame:1.10e+05 wall_t:906 t:6875 epi:nan +opt_step:20439 lr:0.0003 alpha:0.01021 +2026-02-13 11:12:03 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_tennis_t0_s1 [train] +total_reward:-23.87 total_reward_ma:-23.83 loss:-22.19 fps:122 +frame:1.20e+05 wall_t:984 t:7500 epi:nan +opt_step:22314 lr:0.0003 alpha:0.006879 +2026-02-13 11:13:23 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_tennis_t0_s1 [train] +total_reward:-23.87 total_reward_ma:-23.83 loss:-20.23 fps:122.3 +frame:1.30e+05 wall_t:1063 t:8125 epi:nan +opt_step:24189 lr:0.0003 alpha:0.006738 +2026-02-13 11:14:42 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_tennis_t0_s1 [train] +total_reward:-23.90 total_reward_ma:-23.84 loss:-18.52 fps:122.5 +frame:1.40e+05 wall_t:1143 t:8750 epi:nan +opt_step:26064 lr:0.0003 alpha:0.006738 +2026-02-13 11:16:02 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_tennis_t0_s1 [train] +total_reward:-23.90 total_reward_ma:-23.84 loss:-16.91 fps:122.6 +frame:1.50e+05 wall_t:1223 t:9375 epi:nan +opt_step:27939 lr:0.0003 alpha:0.006738 +2026-02-13 11:17:22 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_tennis_t0_s1 [train] +total_reward:-23.91 total_reward_ma:-23.85 loss:-15.52 fps:122.9 +frame:1.60e+05 wall_t:1302 t:10000 epi:nan +opt_step:29814 lr:0.0003 alpha:0.006738 +2026-02-13 11:18:42 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_tennis_t0_s1 [train] +total_reward:-23.89 total_reward_ma:-23.85 loss:-14.15 fps:123 +frame:1.70e+05 wall_t:1382 t:10625 epi:nan +opt_step:31689 lr:0.0003 alpha:0.006738 +2026-02-13 11:20:02 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_tennis_t0_s1 [train] +total_reward:-23.89 total_reward_ma:-23.85 loss:-12.98 fps:123.1 +frame:1.80e+05 wall_t:1462 t:11250 epi:nan +opt_step:33564 lr:0.0003 alpha:0.006738 +2026-02-13 11:21:21 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_tennis_t0_s1 [train] +total_reward:-23.87 total_reward_ma:-23.86 loss:-11.94 fps:123.2 +frame:1.90e+05 wall_t:1542 t:11875 epi:nan +opt_step:35439 lr:0.0003 alpha:0.006738 +2026-02-13 11:22:40 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_tennis_t0_s1 [train] +total_reward:-23.87 total_reward_ma:-23.86 loss:-10.89 fps:123.5 +frame:2.00e+05 wall_t:1620 t:12500 epi:nan +opt_step:37314 lr:0.0003 alpha:0.006738 +2026-02-13 11:23:58 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_tennis_t0_s1 [train] +total_reward:-23.87 total_reward_ma:-23.86 loss:-9.876 fps:123.6 +frame:2.10e+05 wall_t:1699 t:13125 epi:nan +opt_step:39189 lr:0.0003 alpha:0.006738 +2026-02-13 11:25:17 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_tennis_t0_s1 [train] +total_reward:-23.89 total_reward_ma:-23.86 loss:-8.98 fps:123.8 +frame:2.20e+05 wall_t:1777 t:13750 epi:nan +opt_step:41064 lr:0.0003 alpha:0.006738 +2026-02-13 11:26:37 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_tennis_t0_s1 [train] +total_reward:-23.88 total_reward_ma:-23.86 loss:-8.338 fps:123.9 +frame:2.30e+05 wall_t:1857 t:14375 epi:nan +opt_step:42939 lr:0.0003 alpha:0.006738 +2026-02-13 11:27:56 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_tennis_t0_s1 [train] +total_reward:-23.88 total_reward_ma:-23.86 loss:-7.726 fps:124 +frame:2.40e+05 wall_t:1936 t:15000 epi:nan +opt_step:44814 lr:0.0003 alpha:0.006738 +2026-02-13 11:29:16 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_tennis_t0_s1 [train] +total_reward:-23.88 total_reward_ma:-23.86 loss:-7.037 fps:124 +frame:2.50e+05 wall_t:2016 t:15625 epi:nan +opt_step:46689 lr:0.0003 alpha:0.006738 +2026-02-13 11:30:36 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_tennis_t0_s1 [train] +total_reward:-23.88 total_reward_ma:-23.86 loss:-6.555 fps:124 +frame:2.60e+05 wall_t:2096 t:16250 epi:nan +opt_step:48564 lr:0.0003 alpha:0.006738 +2026-02-13 11:31:55 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_tennis_t0_s1 [train] +total_reward:-23.89 total_reward_ma:-23.86 loss:-6.057 fps:124.1 +frame:2.70e+05 wall_t:2175 t:16875 epi:nan +opt_step:50439 lr:0.0003 alpha:0.006738 +2026-02-13 11:33:14 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_tennis_t0_s1 [train] +total_reward:-23.89 total_reward_ma:-23.86 loss:-5.607 fps:124.2 +frame:2.80e+05 wall_t:2254 t:17500 epi:nan +opt_step:52314 lr:0.0003 alpha:0.006738 +2026-02-13 11:34:33 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_tennis_t0_s1 [train] +total_reward:-23.89 total_reward_ma:-23.87 loss:-5.169 fps:124.3 +frame:2.90e+05 wall_t:2333 t:18125 epi:nan +opt_step:54189 lr:0.0003 alpha:0.006738 +2026-02-13 11:35:52 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_tennis_t0_s1 [train] +total_reward:-23.88 total_reward_ma:-23.87 loss:-4.883 fps:124.4 +frame:3.00e+05 wall_t:2412 t:18750 epi:nan +opt_step:56064 lr:0.0003 alpha:0.006738 +2026-02-13 11:37:11 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_tennis_t0_s1 [train] +total_reward:-23.88 total_reward_ma:-23.87 loss:-4.636 fps:124.4 +frame:3.10e+05 wall_t:2491 t:19375 epi:nan +opt_step:57939 lr:0.0003 alpha:0.006738 +2026-02-13 11:38:30 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_tennis_t0_s1 [train] +total_reward:-23.88 total_reward_ma:-23.87 loss:-4.447 fps:124.5 +frame:3.20e+05 wall_t:2571 t:20000 epi:nan +opt_step:59814 lr:0.0003 alpha:0.006738 +2026-02-13 11:39:49 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_tennis_t0_s1 [train] +total_reward:-23.88 total_reward_ma:-23.87 loss:-4.235 fps:124.5 +frame:3.30e+05 wall_t:2650 t:20625 epi:nan +opt_step:61689 lr:0.0003 alpha:0.006738 +2026-02-13 11:41:07 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_tennis_t0_s1 [train] +total_reward:-23.87 total_reward_ma:-23.87 loss:-4.097 fps:124.6 +frame:3.40e+05 wall_t:2728 t:21250 epi:nan +opt_step:63564 lr:0.0003 alpha:0.006738 +2026-02-13 11:42:27 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_tennis_t0_s1 [train] +total_reward:-23.89 total_reward_ma:-23.87 loss:-4.002 fps:124.6 +frame:3.50e+05 wall_t:2808 t:21875 epi:nan +opt_step:65439 lr:0.0003 alpha:0.006738 +2026-02-13 11:43:46 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_tennis_t0_s1 [train] +total_reward:-23.90 total_reward_ma:-23.87 loss:-3.961 fps:124.7 +frame:3.60e+05 wall_t:2887 t:22500 epi:nan +opt_step:67314 lr:0.0003 alpha:0.006738 +2026-02-13 11:45:06 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_tennis_t0_s1 [train] +total_reward:-23.92 total_reward_ma:-23.87 loss:-3.888 fps:124.7 +frame:3.70e+05 wall_t:2966 t:23125 epi:nan +opt_step:69189 lr:0.0003 alpha:0.006738 +2026-02-13 11:46:25 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_tennis_t0_s1 [train] +total_reward:-23.93 total_reward_ma:-23.87 loss:-3.802 fps:124.8 +frame:3.80e+05 wall_t:3045 t:23750 epi:nan +opt_step:71064 lr:0.0003 alpha:0.006738 +2026-02-13 11:47:44 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_tennis_t0_s1 [train] +total_reward:-23.93 total_reward_ma:-23.87 loss:-3.67 fps:124.8 +frame:3.90e+05 wall_t:3125 t:24375 epi:nan +opt_step:72939 lr:0.0003 alpha:0.006738 +2026-02-13 11:49:03 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_tennis_t0_s1 [train] +total_reward:-23.93 total_reward_ma:-23.87 loss:-3.551 fps:124.9 +frame:4.00e+05 wall_t:3203 t:25000 epi:nan +opt_step:74814 lr:0.0003 alpha:0.006738 +2026-02-13 11:50:22 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_tennis_t0_s1 [train] +total_reward:-23.94 total_reward_ma:-23.88 loss:-3.478 fps:124.9 +frame:4.10e+05 wall_t:3282 t:25625 epi:nan +opt_step:76689 lr:0.0003 alpha:0.006738 +2026-02-13 11:51:41 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_tennis_t0_s1 [train] +total_reward:-23.94 total_reward_ma:-23.88 loss:-3.312 fps:125 +frame:4.20e+05 wall_t:3361 t:26250 epi:nan +opt_step:78564 lr:0.0003 alpha:0.006738 +2026-02-13 11:53:00 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_tennis_t0_s1 [train] +total_reward:-23.94 total_reward_ma:-23.88 loss:-3.146 fps:125 +frame:4.30e+05 wall_t:3440 t:26875 epi:nan +opt_step:80439 lr:0.0003 alpha:0.006738 +2026-02-13 11:54:20 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_tennis_t0_s1 [train] +total_reward:-23.94 total_reward_ma:-23.88 loss:-3.019 fps:125 +frame:4.40e+05 wall_t:3520 t:27500 epi:nan +opt_step:82314 lr:0.0003 alpha:0.006738 +2026-02-13 11:55:40 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_tennis_t0_s1 [train] +total_reward:-23.94 total_reward_ma:-23.88 loss:-2.865 fps:125 +frame:4.50e+05 wall_t:3600 t:28125 epi:nan +opt_step:84189 lr:0.0003 alpha:0.006738 +2026-02-13 11:56:59 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_tennis_t0_s1 [train] +total_reward:-23.93 total_reward_ma:-23.88 loss:-2.723 fps:125 +frame:4.60e+05 wall_t:3679 t:28750 epi:nan +opt_step:86064 lr:0.0003 alpha:0.006738 +2026-02-13 11:58:19 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_tennis_t0_s1 [train] +total_reward:-23.92 total_reward_ma:-23.88 loss:-2.601 fps:125 +frame:4.70e+05 wall_t:3759 t:29375 epi:nan +opt_step:87939 lr:0.0003 alpha:0.006738 +2026-02-13 11:59:38 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_tennis_t0_s1 [train] +total_reward:-23.92 total_reward_ma:-23.89 loss:-2.441 fps:125.1 +frame:4.80e+05 wall_t:3838 t:30000 epi:nan +opt_step:89814 lr:0.0003 alpha:0.006738 +2026-02-13 12:00:57 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_tennis_t0_s1 [train] +total_reward:-23.94 total_reward_ma:-23.89 loss:-2.389 fps:125.1 +frame:4.90e+05 wall_t:3917 t:30625 epi:nan +opt_step:91689 lr:0.0003 alpha:0.006738 +2026-02-13 12:02:16 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_tennis_t0_s1 [train] +total_reward:-23.94 total_reward_ma:-23.89 loss:-2.203 fps:125.1 +frame:5.00e+05 wall_t:3996 t:31250 epi:nan +opt_step:93564 lr:0.0003 alpha:0.006738 +2026-02-13 12:03:35 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_tennis_t0_s1 [train] +total_reward:-23.94 total_reward_ma:-23.89 loss:-2.118 fps:125.2 +frame:5.10e+05 wall_t:4075 t:31875 epi:nan +opt_step:95439 lr:0.0003 alpha:0.006738 +2026-02-13 12:04:55 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_tennis_t0_s1 [train] +total_reward:-23.94 total_reward_ma:-23.89 loss:-2.072 fps:125.2 +frame:5.20e+05 wall_t:4155 t:32500 epi:nan +opt_step:97314 lr:0.0003 alpha:0.006738 +2026-02-13 12:06:14 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_tennis_t0_s1 [train] +total_reward:-23.94 total_reward_ma:-23.89 loss:-1.921 fps:125.2 +frame:5.30e+05 wall_t:4234 t:33125 epi:nan +opt_step:99189 lr:0.0003 alpha:0.006738 +2026-02-13 12:07:33 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_tennis_t0_s1 [train] +total_reward:-23.94 total_reward_ma:-23.89 loss:-1.889 fps:125.2 +frame:5.40e+05 wall_t:4313 t:33750 epi:nan +opt_step:101064 lr:0.0003 alpha:0.006738 +2026-02-13 12:08:52 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_tennis_t0_s1 [train] +total_reward:-23.94 total_reward_ma:-23.89 loss:-1.752 fps:125.2 +frame:5.50e+05 wall_t:4392 t:34375 epi:nan +opt_step:102939 lr:0.0003 alpha:0.006738 +2026-02-13 12:10:11 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_tennis_t0_s1 [train] +total_reward:-23.94 total_reward_ma:-23.89 loss:-1.569 fps:125.2 +frame:5.60e+05 wall_t:4472 t:35000 epi:nan +opt_step:104814 lr:0.0003 alpha:0.006738 +2026-02-13 12:11:31 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_tennis_t0_s1 [train] +total_reward:-23.95 total_reward_ma:-23.89 loss:-1.563 fps:125.2 +frame:5.70e+05 wall_t:4551 t:35625 epi:nan +opt_step:106689 lr:0.0003 alpha:0.006738 +2026-02-13 12:12:49 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_tennis_t0_s1 [train] +total_reward:-23.95 total_reward_ma:-23.90 loss:-1.605 fps:125.3 +frame:5.80e+05 wall_t:4630 t:36250 epi:nan +opt_step:108564 lr:0.0003 alpha:0.006738 +2026-02-13 12:14:08 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_tennis_t0_s1 [train] +total_reward:-23.96 total_reward_ma:-23.90 loss:-1.472 fps:125.3 +frame:5.90e+05 wall_t:4709 t:36875 epi:nan +opt_step:110439 lr:0.0003 alpha:0.006738 +2026-02-13 12:15:28 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_tennis_t0_s1 [train] +total_reward:-23.96 total_reward_ma:-23.90 loss:-1.438 fps:125.3 +frame:6.00e+05 wall_t:4788 t:37500 epi:nan +opt_step:112314 lr:0.0003 alpha:0.006738 +2026-02-13 12:16:48 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_tennis_t0_s1 [train] +total_reward:-23.96 total_reward_ma:-23.90 loss:-1.312 fps:125.3 +frame:6.10e+05 wall_t:4868 t:38125 epi:nan +opt_step:114189 lr:0.0003 alpha:0.006738 +2026-02-13 12:18:07 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_tennis_t0_s1 [train] +total_reward:-23.96 total_reward_ma:-23.90 loss:-1.38 fps:125.3 +frame:6.20e+05 wall_t:4947 t:38750 epi:nan +opt_step:116064 lr:0.0003 alpha:0.006738 +2026-02-13 12:19:26 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_tennis_t0_s1 [train] +total_reward:-23.96 total_reward_ma:-23.90 loss:-1.124 fps:125.3 +frame:6.30e+05 wall_t:5027 t:39375 epi:nan +opt_step:117939 lr:0.0003 alpha:0.006738 +2026-02-13 12:20:46 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_tennis_t0_s1 [train] +total_reward:-23.96 total_reward_ma:-23.90 loss:-1.382 fps:125.3 +frame:6.40e+05 wall_t:5106 t:40000 epi:nan +opt_step:119814 lr:0.0003 alpha:0.006738 +2026-02-13 12:22:05 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_tennis_t0_s1 [train] +total_reward:-23.96 total_reward_ma:-23.90 loss:-1.375 fps:125.4 +frame:6.50e+05 wall_t:5185 t:40625 epi:nan +opt_step:121689 lr:0.0003 alpha:0.006738 +2026-02-13 12:23:25 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_tennis_t0_s1 [train] +total_reward:-23.98 total_reward_ma:-23.90 loss:-1.775 fps:125.4 +frame:6.60e+05 wall_t:5265 t:41250 epi:nan +opt_step:123564 lr:0.0003 alpha:0.006738 +2026-02-13 12:24:44 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_tennis_t0_s1 [train] +total_reward:-23.98 total_reward_ma:-23.90 loss:-1.544 fps:125.4 +frame:6.70e+05 wall_t:5345 t:41875 epi:nan +opt_step:125439 lr:0.0003 alpha:0.006738 +2026-02-13 12:26:04 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_tennis_t0_s1 [train] +total_reward:-23.98 total_reward_ma:-23.91 loss:-1.897 fps:125.3 +frame:6.80e+05 wall_t:5425 t:42500 epi:nan +opt_step:127314 lr:0.0003 alpha:0.006738 +2026-02-13 12:27:24 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_tennis_t0_s1 [train] +total_reward:-23.98 total_reward_ma:-23.91 loss:-1.801 fps:125.3 +frame:6.90e+05 wall_t:5505 t:43125 epi:nan +opt_step:129189 lr:0.0003 alpha:0.006738 +2026-02-13 12:28:43 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_tennis_t0_s1 [train] +total_reward:-23.98 total_reward_ma:-23.91 loss:-1.988 fps:125.4 +frame:7.00e+05 wall_t:5584 t:43750 epi:nan +opt_step:131064 lr:0.0003 alpha:0.006738 +2026-02-13 12:30:02 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_tennis_t0_s1 [train] +total_reward:-23.98 total_reward_ma:-23.91 loss:-1.846 fps:125.4 +frame:7.10e+05 wall_t:5663 t:44375 epi:nan +opt_step:132939 lr:0.0003 alpha:0.006738 +2026-02-13 12:31:21 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_tennis_t0_s1 [train] +total_reward:-23.98 total_reward_ma:-23.91 loss:-2.001 fps:125.4 +frame:7.20e+05 wall_t:5742 t:45000 epi:nan +opt_step:134814 lr:0.0003 alpha:0.006738 +2026-02-13 12:32:41 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_tennis_t0_s1 [train] +total_reward:-23.99 total_reward_ma:-23.91 loss:-2.131 fps:125.4 +frame:7.30e+05 wall_t:5821 t:45625 epi:nan +opt_step:136689 lr:0.0003 alpha:0.006738 +2026-02-13 12:34:00 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_tennis_t0_s1 [train] +total_reward:-23.99 total_reward_ma:-23.91 loss:-2.231 fps:125.4 +frame:7.40e+05 wall_t:5900 t:46250 epi:nan +opt_step:138564 lr:0.0003 alpha:0.006738 +2026-02-13 12:35:20 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_tennis_t0_s1 [train] +total_reward:-23.99 total_reward_ma:-23.91 loss:-2.237 fps:125.4 +frame:7.50e+05 wall_t:5980 t:46875 epi:nan +opt_step:140439 lr:0.0003 alpha:0.006738 +2026-02-13 12:36:39 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_tennis_t0_s1 [train] +total_reward:-23.99 total_reward_ma:-23.91 loss:-2.27 fps:125.4 +frame:7.60e+05 wall_t:6059 t:47500 epi:nan +opt_step:142314 lr:0.0003 alpha:0.006738 +2026-02-13 12:37:59 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_tennis_t0_s1 [train] +total_reward:-23.99 total_reward_ma:-23.92 loss:-2.424 fps:125.4 +frame:7.70e+05 wall_t:6139 t:48125 epi:nan +opt_step:144189 lr:0.0003 alpha:0.006738 +2026-02-13 12:39:19 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_tennis_t0_s1 [train] +total_reward:-23.98 total_reward_ma:-23.92 loss:-2.328 fps:125.4 +frame:7.80e+05 wall_t:6219 t:48750 epi:nan +opt_step:146064 lr:0.0003 alpha:0.006738 +2026-02-13 12:40:39 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_tennis_t0_s1 [train] +total_reward:-23.98 total_reward_ma:-23.92 loss:-2.4 fps:125.4 +frame:7.90e+05 wall_t:6299 t:49375 epi:nan +opt_step:147939 lr:0.0003 alpha:0.006738 +2026-02-13 12:41:58 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_tennis_t0_s1 [train] +total_reward:-23.98 total_reward_ma:-23.92 loss:-2.519 fps:125.4 +frame:8.00e+05 wall_t:6378 t:50000 epi:nan +opt_step:149814 lr:0.0003 alpha:0.006738 +2026-02-13 12:43:17 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_tennis_t0_s1 [train] +total_reward:-23.97 total_reward_ma:-23.92 loss:-2.55 fps:125.4 +frame:8.10e+05 wall_t:6458 t:50625 epi:nan +opt_step:151689 lr:0.0003 alpha:0.006738 +2026-02-13 12:44:36 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_tennis_t0_s1 [train] +total_reward:-23.97 total_reward_ma:-23.92 loss:-2.43 fps:125.4 +frame:8.20e+05 wall_t:6537 t:51250 epi:nan +opt_step:153564 lr:0.0003 alpha:0.006738 +2026-02-13 12:45:55 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_tennis_t0_s1 [train] +total_reward:-23.97 total_reward_ma:-23.92 loss:-2.338 fps:125.5 +frame:8.30e+05 wall_t:6616 t:51875 epi:nan +opt_step:155439 lr:0.0003 alpha:0.006738 +2026-02-13 12:47:14 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_tennis_t0_s1 [train] +total_reward:-23.97 total_reward_ma:-23.92 loss:-2.234 fps:125.5 +frame:8.40e+05 wall_t:6694 t:52500 epi:nan +opt_step:157314 lr:0.0003 alpha:0.006738 +2026-02-13 12:48:33 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_tennis_t0_s1 [train] +total_reward:-23.97 total_reward_ma:-23.92 loss:-2.44 fps:125.5 +frame:8.50e+05 wall_t:6774 t:53125 epi:nan +opt_step:159189 lr:0.0003 alpha:0.006738 +2026-02-13 12:49:52 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_tennis_t0_s1 [train] +total_reward:-23.96 total_reward_ma:-23.92 loss:-2.34 fps:125.5 +frame:8.60e+05 wall_t:6853 t:53750 epi:nan +opt_step:161064 lr:0.0003 alpha:0.006738 +2026-02-13 12:51:12 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_tennis_t0_s1 [train] +total_reward:-23.96 total_reward_ma:-23.92 loss:-2.196 fps:125.5 +frame:8.70e+05 wall_t:6932 t:54375 epi:nan +opt_step:162939 lr:0.0003 alpha:0.006738 +2026-02-13 12:52:32 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_tennis_t0_s1 [train] +total_reward:-23.96 total_reward_ma:-23.92 loss:-2.244 fps:125.5 +frame:8.80e+05 wall_t:7012 t:55000 epi:nan +opt_step:164814 lr:0.0003 alpha:0.006738 +2026-02-13 12:53:52 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_tennis_t0_s1 [train] +total_reward:-23.96 total_reward_ma:-23.92 loss:-2.18 fps:125.5 +frame:8.90e+05 wall_t:7092 t:55625 epi:nan +opt_step:166689 lr:0.0003 alpha:0.006738 +2026-02-13 12:55:11 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_tennis_t0_s1 [train] +total_reward:-23.96 total_reward_ma:-23.92 loss:-2.242 fps:125.5 +frame:9.00e+05 wall_t:7171 t:56250 epi:nan +opt_step:168564 lr:0.0003 alpha:0.006738 +2026-02-13 12:56:31 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_tennis_t0_s1 [train] +total_reward:-23.97 total_reward_ma:-23.92 loss:-2.081 fps:125.5 +frame:9.10e+05 wall_t:7252 t:56875 epi:nan +opt_step:170439 lr:0.0003 alpha:0.006738 +2026-02-13 12:57:52 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_tennis_t0_s1 [train] +total_reward:-23.97 total_reward_ma:-23.92 loss:-2.094 fps:125.5 +frame:9.20e+05 wall_t:7333 t:57500 epi:nan +opt_step:172314 lr:0.0003 alpha:0.006738 +2026-02-13 12:59:20 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_tennis_t0_s1 [train] +total_reward:-23.97 total_reward_ma:-23.92 loss:-2.078 fps:125.3 +frame:9.30e+05 wall_t:7420 t:58125 epi:nan +opt_step:174189 lr:0.0003 alpha:0.006738 +2026-02-13 13:00:51 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_tennis_t0_s1 [train] +total_reward:-23.97 total_reward_ma:-23.93 loss:-2.091 fps:125.1 +frame:9.40e+05 wall_t:7511 t:58750 epi:nan +opt_step:176064 lr:0.0003 alpha:0.006738 +2026-02-13 13:02:19 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_tennis_t0_s1 [train] +total_reward:-23.97 total_reward_ma:-23.93 loss:-2.017 fps:125 +frame:9.50e+05 wall_t:7600 t:59375 epi:nan +opt_step:177939 lr:0.0003 alpha:0.006738 +2026-02-13 13:03:49 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_tennis_t0_s1 [train] +total_reward:-23.97 total_reward_ma:-23.93 loss:-2.012 fps:124.9 +frame:9.60e+05 wall_t:7689 t:60000 epi:nan +opt_step:179814 lr:0.0003 alpha:0.006738 +2026-02-13 13:05:18 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_tennis_t0_s1 [train] +total_reward:-23.97 total_reward_ma:-23.93 loss:-1.995 fps:124.7 +frame:9.70e+05 wall_t:7779 t:60625 epi:nan +opt_step:181689 lr:0.0003 alpha:0.006738 +2026-02-13 13:06:47 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_tennis_t0_s1 [train] +total_reward:-23.97 total_reward_ma:-23.93 loss:-2.011 fps:124.6 +frame:9.80e+05 wall_t:7867 t:61250 epi:nan +opt_step:183564 lr:0.0003 alpha:0.006738 +2026-02-13 13:08:15 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_tennis_t0_s1 [train] +total_reward:-23.97 total_reward_ma:-23.93 loss:-2.107 fps:124.5 +frame:9.90e+05 wall_t:7955 t:61875 epi:nan +opt_step:185439 lr:0.0003 alpha:0.006738 +2026-02-13 13:09:43 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_tennis_t0_s1 [train] +total_reward:-504.00 total_reward_ma:-28.83 loss:-2.036 fps:124.3 +frame:1.00e+06 wall_t:8043 t:62500 epi:nan +opt_step:187314 lr:0.0003 alpha:0.006738 +2026-02-13 13:11:12 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_tennis_t0_s1 [train] +total_reward:-504.00 total_reward_ma:-33.63 loss:-1.989 fps:124.2 +frame:1.01e+06 wall_t:8132 t:63125 epi:nan +opt_step:189189 lr:0.0003 alpha:0.006738 +2026-02-13 13:12:40 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_tennis_t0_s1 [train] +total_reward:-504.00 total_reward_ma:-38.33 loss:-2.025 fps:124.1 +frame:1.02e+06 wall_t:8221 t:63750 epi:nan +opt_step:191064 lr:0.0003 alpha:0.006738 +2026-02-13 13:14:10 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_tennis_t0_s1 [train] +total_reward:-504.00 total_reward_ma:-43.13 loss:-1.998 fps:123.9 +frame:1.03e+06 wall_t:8310 t:64375 epi:nan +opt_step:192939 lr:0.0003 alpha:0.006738 +2026-02-13 13:15:40 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_tennis_t0_s1 [train] +total_reward:-504.00 total_reward_ma:-47.93 loss:-2.011 fps:123.8 +frame:1.04e+06 wall_t:8400 t:65000 epi:nan +opt_step:194814 lr:0.0003 alpha:0.006738 +2026-02-13 13:17:08 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_tennis_t0_s1 [train] +total_reward:-479.50 total_reward_ma:-52.49 loss:-1.865 fps:123.7 +frame:1.05e+06 wall_t:8489 t:65625 epi:nan +opt_step:196689 lr:0.0003 alpha:0.006738 +2026-02-13 13:18:38 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_tennis_t0_s1 [train] +total_reward:-479.50 total_reward_ma:-57.05 loss:-1.835 fps:123.6 +frame:1.06e+06 wall_t:8578 t:66250 epi:nan +opt_step:198564 lr:0.0003 alpha:0.006738 +2026-02-13 13:20:07 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_tennis_t0_s1 [train] +total_reward:-479.50 total_reward_ma:-61.61 loss:-1.834 fps:123.5 +frame:1.07e+06 wall_t:8667 t:66875 epi:nan +opt_step:200439 lr:0.0003 alpha:0.006738 +2026-02-13 13:21:37 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_tennis_t0_s1 [train] +total_reward:-479.50 total_reward_ma:-66.16 loss:-1.964 fps:123.3 +frame:1.08e+06 wall_t:8757 t:67500 epi:nan +opt_step:202314 lr:0.0003 alpha:0.006738 +2026-02-13 13:23:06 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_tennis_t0_s1 [train] +total_reward:-479.50 total_reward_ma:-70.72 loss:-1.889 fps:123.2 +frame:1.09e+06 wall_t:8847 t:68125 epi:nan +opt_step:204189 lr:0.0003 alpha:0.006738 +2026-02-13 13:24:35 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_tennis_t0_s1 [train] +total_reward:-479.50 total_reward_ma:-75.27 loss:-1.756 fps:123.1 +frame:1.10e+06 wall_t:8936 t:68750 epi:nan +opt_step:206064 lr:0.0003 alpha:0.006738 +2026-02-13 13:26:05 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_tennis_t0_s1 [train] +total_reward:-479.50 total_reward_ma:-79.83 loss:-1.809 fps:123 +frame:1.11e+06 wall_t:9025 t:69375 epi:nan +opt_step:207939 lr:0.0003 alpha:0.006738 +2026-02-13 13:27:33 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_tennis_t0_s1 [train] +total_reward:-479.50 total_reward_ma:-84.39 loss:-1.788 fps:122.9 +frame:1.12e+06 wall_t:9113 t:70000 epi:nan +opt_step:209814 lr:0.0003 alpha:0.006738 +2026-02-13 13:29:02 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_tennis_t0_s1 [train] +total_reward:-479.50 total_reward_ma:-88.94 loss:-1.746 fps:122.8 +frame:1.13e+06 wall_t:9202 t:70625 epi:nan +opt_step:211689 lr:0.0003 alpha:0.006738 +2026-02-13 13:30:31 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_tennis_t0_s1 [train] +total_reward:-479.50 total_reward_ma:-93.50 loss:-1.66 fps:122.7 +frame:1.14e+06 wall_t:9291 t:71250 epi:nan +opt_step:213564 lr:0.0003 alpha:0.006738 +2026-02-13 13:31:59 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_tennis_t0_s1 [train] +total_reward:-479.50 total_reward_ma:-98.06 loss:-1.719 fps:122.6 +frame:1.15e+06 wall_t:9380 t:71875 epi:nan +opt_step:215439 lr:0.0003 alpha:0.006738 +2026-02-13 13:33:29 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_tennis_t0_s1 [train] +total_reward:-479.50 total_reward_ma:-102.61 loss:-1.736 fps:122.5 +frame:1.16e+06 wall_t:9469 t:72500 epi:nan +opt_step:217314 lr:0.0003 alpha:0.006738 +2026-02-13 13:34:56 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_tennis_t0_s1 [train] +total_reward:-479.50 total_reward_ma:-107.17 loss:-2.078 fps:122.4 +frame:1.17e+06 wall_t:9556 t:73125 epi:nan +opt_step:219189 lr:0.0003 alpha:0.006738 +2026-02-13 13:36:25 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_tennis_t0_s1 [train] +total_reward:-479.50 total_reward_ma:-111.72 loss:-2.284 fps:122.3 +frame:1.18e+06 wall_t:9645 t:73750 epi:nan +opt_step:221064 lr:0.0003 alpha:0.006738 +2026-02-13 13:37:54 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_tennis_t0_s1 [train] +total_reward:-479.50 total_reward_ma:-116.28 loss:-2.768 fps:122.2 +frame:1.19e+06 wall_t:9735 t:74375 epi:nan +opt_step:222939 lr:0.0003 alpha:0.006738 +2026-02-13 13:39:23 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_tennis_t0_s1 [train] +total_reward:-479.50 total_reward_ma:-120.84 loss:-2.937 fps:122.2 +frame:1.20e+06 wall_t:9823 t:75000 epi:nan +opt_step:224814 lr:0.0003 alpha:0.00674 +2026-02-13 13:40:51 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_tennis_t0_s1 [train] +total_reward:-479.50 total_reward_ma:-125.39 loss:-3.385 fps:122.1 +frame:1.21e+06 wall_t:9911 t:75625 epi:nan +opt_step:226689 lr:0.0003 alpha:0.007227 +2026-02-13 13:42:20 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_tennis_t0_s1 [train] +total_reward:-479.50 total_reward_ma:-129.95 loss:-3.848 fps:122 +frame:1.22e+06 wall_t:10001 t:76250 epi:nan +opt_step:228564 lr:0.0003 alpha:0.01056 +2026-02-13 13:43:50 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_tennis_t0_s1 [train] +total_reward:-479.50 total_reward_ma:-134.50 loss:-4.808 fps:121.9 +frame:1.23e+06 wall_t:10090 t:76875 epi:nan +opt_step:230439 lr:0.0003 alpha:0.02206 +2026-02-13 13:45:19 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_tennis_t0_s1 [train] +total_reward:-479.50 total_reward_ma:-139.06 loss:-5.825 fps:121.8 +frame:1.24e+06 wall_t:10179 t:77500 epi:nan +opt_step:232314 lr:0.0003 alpha:0.01877 +2026-02-13 13:46:47 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_tennis_t0_s1 [train] +total_reward:-479.50 total_reward_ma:-143.62 loss:-6.094 fps:121.7 +frame:1.25e+06 wall_t:10268 t:78125 epi:nan +opt_step:234189 lr:0.0003 alpha:0.01441 +2026-02-13 13:48:16 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_tennis_t0_s1 [train] +total_reward:-479.50 total_reward_ma:-148.17 loss:-6.851 fps:121.7 +frame:1.26e+06 wall_t:10356 t:78750 epi:nan +opt_step:236064 lr:0.0003 alpha:0.02066 +2026-02-13 13:49:44 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_tennis_t0_s1 [train] +total_reward:-479.50 total_reward_ma:-152.73 loss:-7.616 fps:121.6 +frame:1.27e+06 wall_t:10444 t:79375 epi:nan +opt_step:237939 lr:0.0003 alpha:0.02406 +2026-02-13 13:51:12 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_tennis_t0_s1 [train] +total_reward:-479.50 total_reward_ma:-157.29 loss:-8.138 fps:121.5 +frame:1.28e+06 wall_t:10533 t:80000 epi:nan +opt_step:239814 lr:0.0003 alpha:0.02033 +2026-02-13 13:52:42 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_tennis_t0_s1 [train] +total_reward:-479.50 total_reward_ma:-161.84 loss:-8.515 fps:121.4 +frame:1.29e+06 wall_t:10622 t:80625 epi:nan +opt_step:241689 lr:0.0003 alpha:0.01831 +2026-02-13 13:54:09 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_tennis_t0_s1 [train] +total_reward:-479.50 total_reward_ma:-166.40 loss:-8.571 fps:121.4 +frame:1.30e+06 wall_t:10710 t:81250 epi:nan +opt_step:243564 lr:0.0003 alpha:0.01674 +2026-02-13 13:55:37 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_tennis_t0_s1 [train] +total_reward:-479.50 total_reward_ma:-170.95 loss:-8.616 fps:121.3 +frame:1.31e+06 wall_t:10798 t:81875 epi:nan +opt_step:245439 lr:0.0003 alpha:0.0144 +2026-02-13 13:57:07 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_tennis_t0_s1 [train] +total_reward:-479.50 total_reward_ma:-175.51 loss:-8.622 fps:121.2 +frame:1.32e+06 wall_t:10888 t:82500 epi:nan +opt_step:247314 lr:0.0003 alpha:0.01151 +2026-02-13 13:58:37 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_tennis_t0_s1 [train] +total_reward:-479.50 total_reward_ma:-180.07 loss:-8.267 fps:121.2 +frame:1.33e+06 wall_t:10977 t:83125 epi:nan +opt_step:249189 lr:0.0003 alpha:0.01056 +2026-02-13 14:00:06 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_tennis_t0_s1 [train] +total_reward:-479.50 total_reward_ma:-184.62 loss:-8.234 fps:121.1 +frame:1.34e+06 wall_t:11066 t:83750 epi:nan +opt_step:251064 lr:0.0003 alpha:0.01439 +2026-02-13 14:01:35 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_tennis_t0_s1 [train] +total_reward:-479.50 total_reward_ma:-189.18 loss:-8.182 fps:121 +frame:1.35e+06 wall_t:11155 t:84375 epi:nan +opt_step:252939 lr:0.0003 alpha:0.01274 +2026-02-13 14:03:04 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_tennis_t0_s1 [train] +total_reward:-479.50 total_reward_ma:-193.73 loss:-7.85 fps:121 +frame:1.36e+06 wall_t:11244 t:85000 epi:nan +opt_step:254814 lr:0.0003 alpha:0.009875 +2026-02-13 14:04:33 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_tennis_t0_s1 [train] +total_reward:-479.50 total_reward_ma:-198.29 loss:-7.558 fps:120.9 +frame:1.37e+06 wall_t:11333 t:85625 epi:nan +opt_step:256689 lr:0.0003 alpha:0.007413 +2026-02-13 14:06:01 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_tennis_t0_s1 [train] +total_reward:-479.50 total_reward_ma:-202.85 loss:-7.228 fps:120.8 +frame:1.38e+06 wall_t:11421 t:86250 epi:nan +opt_step:258564 lr:0.0003 alpha:0.007289 +2026-02-13 14:07:29 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_tennis_t0_s1 [train] +total_reward:-479.50 total_reward_ma:-207.40 loss:-6.876 fps:120.8 +frame:1.39e+06 wall_t:11510 t:86875 epi:nan +opt_step:260439 lr:0.0003 alpha:0.007182 +2026-02-13 14:08:57 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_tennis_t0_s1 [train] +total_reward:-479.50 total_reward_ma:-211.96 loss:-6.476 fps:120.7 +frame:1.40e+06 wall_t:11598 t:87500 epi:nan +opt_step:262314 lr:0.0003 alpha:0.006779 +2026-02-13 14:10:26 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_tennis_t0_s1 [train] +total_reward:-479.50 total_reward_ma:-216.51 loss:-6.306 fps:120.7 +frame:1.41e+06 wall_t:11686 t:88125 epi:nan +opt_step:264189 lr:0.0003 alpha:0.006738 +2026-02-13 14:11:56 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_tennis_t0_s1 [train] +total_reward:-479.50 total_reward_ma:-221.07 loss:-5.887 fps:120.6 +frame:1.42e+06 wall_t:11776 t:88750 epi:nan +opt_step:266064 lr:0.0003 alpha:0.006738 +2026-02-13 14:13:25 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_tennis_t0_s1 [train] +total_reward:-479.50 total_reward_ma:-225.62 loss:-5.621 fps:120.5 +frame:1.43e+06 wall_t:11866 t:89375 epi:nan +opt_step:267939 lr:0.0003 alpha:0.006738 +2026-02-13 14:14:54 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_tennis_t0_s1 [train] +total_reward:-479.50 total_reward_ma:-230.18 loss:-5.402 fps:120.5 +frame:1.44e+06 wall_t:11954 t:90000 epi:nan +opt_step:269814 lr:0.0003 alpha:0.006738 +2026-02-13 14:16:22 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_tennis_t0_s1 [train] +total_reward:-479.50 total_reward_ma:-234.74 loss:-5.193 fps:120.4 +frame:1.45e+06 wall_t:12043 t:90625 epi:nan +opt_step:271689 lr:0.0003 alpha:0.006738 +2026-02-13 14:17:51 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_tennis_t0_s1 [train] +total_reward:-479.50 total_reward_ma:-239.29 loss:-5.006 fps:120.3 +frame:1.46e+06 wall_t:12132 t:91250 epi:nan +opt_step:273564 lr:0.0003 alpha:0.006738 +2026-02-13 14:19:20 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_tennis_t0_s1 [train] +total_reward:-479.50 total_reward_ma:-243.85 loss:-4.772 fps:120.3 +frame:1.47e+06 wall_t:12220 t:91875 epi:nan +opt_step:275439 lr:0.0003 alpha:0.006738 +2026-02-13 14:20:49 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_tennis_t0_s1 [train] +total_reward:-479.50 total_reward_ma:-248.40 loss:-4.619 fps:120.2 +frame:1.48e+06 wall_t:12310 t:92500 epi:nan +opt_step:277314 lr:0.0003 alpha:0.006738 +2026-02-13 14:22:18 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_tennis_t0_s1 [train] +total_reward:-479.50 total_reward_ma:-252.96 loss:-4.539 fps:120.2 +frame:1.49e+06 wall_t:12398 t:93125 epi:nan +opt_step:279189 lr:0.0003 alpha:0.006738 +2026-02-13 14:23:47 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_tennis_t0_s1 [train] +total_reward:-479.50 total_reward_ma:-257.51 loss:-4.344 fps:120.1 +frame:1.50e+06 wall_t:12487 t:93750 epi:nan +opt_step:281064 lr:0.0003 alpha:0.006738 +2026-02-13 14:25:14 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_tennis_t0_s1 [train] +total_reward:-479.50 total_reward_ma:-262.07 loss:-4.24 fps:120.1 +frame:1.51e+06 wall_t:12575 t:94375 epi:nan +opt_step:282939 lr:0.0003 alpha:0.006738 +2026-02-13 14:26:44 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_tennis_t0_s1 [train] +total_reward:-479.50 total_reward_ma:-266.63 loss:-4.101 fps:120 +frame:1.52e+06 wall_t:12665 t:95000 epi:nan +opt_step:284814 lr:0.0003 alpha:0.006738 +2026-02-13 14:28:11 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_tennis_t0_s1 [train] +total_reward:-479.50 total_reward_ma:-271.18 loss:-4.048 fps:120 +frame:1.53e+06 wall_t:12752 t:95625 epi:nan +opt_step:286689 lr:0.0003 alpha:0.006738 +2026-02-13 14:29:40 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_tennis_t0_s1 [train] +total_reward:-479.50 total_reward_ma:-275.74 loss:-3.893 fps:119.9 +frame:1.54e+06 wall_t:12840 t:96250 epi:nan +opt_step:288564 lr:0.0003 alpha:0.006738 +2026-02-13 14:31:08 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_tennis_t0_s1 [train] +total_reward:-479.50 total_reward_ma:-280.29 loss:-3.852 fps:119.9 +frame:1.55e+06 wall_t:12929 t:96875 epi:nan +opt_step:290439 lr:0.0003 alpha:0.006738 +2026-02-13 14:32:38 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_tennis_t0_s1 [train] +total_reward:-479.50 total_reward_ma:-284.85 loss:-3.775 fps:119.8 +frame:1.56e+06 wall_t:13018 t:97500 epi:nan +opt_step:292314 lr:0.0003 alpha:0.006738 +2026-02-13 14:34:07 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_tennis_t0_s1 [train] +total_reward:-479.50 total_reward_ma:-289.40 loss:-3.742 fps:119.8 +frame:1.57e+06 wall_t:13107 t:98125 epi:nan +opt_step:294189 lr:0.0003 alpha:0.006951 +2026-02-13 14:35:36 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_tennis_t0_s1 [train] +total_reward:-479.50 total_reward_ma:-293.96 loss:-3.793 fps:119.7 +frame:1.58e+06 wall_t:13197 t:98750 epi:nan +opt_step:296064 lr:0.0003 alpha:0.0085 +2026-02-13 14:37:05 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_tennis_t0_s1 [train] +total_reward:-479.50 total_reward_ma:-298.51 loss:-3.727 fps:119.7 +frame:1.59e+06 wall_t:13286 t:99375 epi:nan +opt_step:297939 lr:0.0003 alpha:0.006738 +2026-02-13 14:38:34 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_tennis_t0_s1 [train] +total_reward:-479.50 total_reward_ma:-303.07 loss:-3.614 fps:119.6 +frame:1.60e+06 wall_t:13375 t:100000 epi:nan +opt_step:299814 lr:0.0003 alpha:0.006738 +2026-02-13 14:40:03 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_tennis_t0_s1 [train] +total_reward:-479.50 total_reward_ma:-307.62 loss:-3.506 fps:119.6 +frame:1.61e+06 wall_t:13463 t:100625 epi:nan +opt_step:301689 lr:0.0003 alpha:0.006738 +2026-02-13 14:41:31 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_tennis_t0_s1 [train] +total_reward:-479.50 total_reward_ma:-312.18 loss:-3.401 fps:119.5 +frame:1.62e+06 wall_t:13551 t:101250 epi:nan +opt_step:303564 lr:0.0003 alpha:0.006738 +2026-02-13 14:43:01 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_tennis_t0_s1 [train] +total_reward:-479.50 total_reward_ma:-316.74 loss:-3.247 fps:119.5 +frame:1.63e+06 wall_t:13641 t:101875 epi:nan +opt_step:305439 lr:0.0003 alpha:0.006738 +2026-02-13 14:44:29 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_tennis_t0_s1 [train] +total_reward:-479.50 total_reward_ma:-321.29 loss:-3.161 fps:119.4 +frame:1.64e+06 wall_t:13730 t:102500 epi:nan +opt_step:307314 lr:0.0003 alpha:0.006738 +2026-02-13 14:45:58 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_tennis_t0_s1 [train] +total_reward:-479.50 total_reward_ma:-325.85 loss:-3.071 fps:119.4 +frame:1.65e+06 wall_t:13819 t:103125 epi:nan +opt_step:309189 lr:0.0003 alpha:0.006738 +2026-02-13 14:47:27 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_tennis_t0_s1 [train] +total_reward:-479.50 total_reward_ma:-330.40 loss:-2.984 fps:119.4 +frame:1.66e+06 wall_t:13908 t:103750 epi:nan +opt_step:311064 lr:0.0003 alpha:0.006738 +2026-02-13 14:48:56 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_tennis_t0_s1 [train] +total_reward:-479.50 total_reward_ma:-334.96 loss:-2.87 fps:119.3 +frame:1.67e+06 wall_t:13996 t:104375 epi:nan +opt_step:312939 lr:0.0003 alpha:0.006738 +2026-02-13 14:50:24 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_tennis_t0_s1 [train] +total_reward:-479.50 total_reward_ma:-339.51 loss:-2.798 fps:119.3 +frame:1.68e+06 wall_t:14084 t:105000 epi:nan +opt_step:314814 lr:0.0003 alpha:0.006738 +2026-02-13 14:51:54 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_tennis_t0_s1 [train] +total_reward:-479.50 total_reward_ma:-344.07 loss:-2.729 fps:119.2 +frame:1.69e+06 wall_t:14174 t:105625 epi:nan +opt_step:316689 lr:0.0003 alpha:0.006738 +2026-02-13 14:53:23 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_tennis_t0_s1 [train] +total_reward:-479.50 total_reward_ma:-348.62 loss:-2.708 fps:119.2 +frame:1.70e+06 wall_t:14264 t:106250 epi:nan +opt_step:318564 lr:0.0003 alpha:0.006738 +2026-02-13 14:54:53 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_tennis_t0_s1 [train] +total_reward:-479.50 total_reward_ma:-353.18 loss:-2.623 fps:119.1 +frame:1.71e+06 wall_t:14353 t:106875 epi:nan +opt_step:320439 lr:0.0003 alpha:0.006738 +2026-02-13 14:56:21 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_tennis_t0_s1 [train] +total_reward:-479.50 total_reward_ma:-357.73 loss:-2.595 fps:119.1 +frame:1.72e+06 wall_t:14441 t:107500 epi:nan +opt_step:322314 lr:0.0003 alpha:0.006738 +2026-02-13 14:57:50 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_tennis_t0_s1 [train] +total_reward:-479.50 total_reward_ma:-362.29 loss:-2.56 fps:119.1 +frame:1.73e+06 wall_t:14530 t:108125 epi:nan +opt_step:324189 lr:0.0003 alpha:0.006738 +2026-02-13 14:59:19 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_tennis_t0_s1 [train] +total_reward:-479.50 total_reward_ma:-366.84 loss:-2.548 fps:119 +frame:1.74e+06 wall_t:14619 t:108750 epi:nan +opt_step:326064 lr:0.0003 alpha:0.006738 +2026-02-13 15:00:48 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_tennis_t0_s1 [train] +total_reward:-479.50 total_reward_ma:-371.40 loss:-2.525 fps:119 +frame:1.75e+06 wall_t:14709 t:109375 epi:nan +opt_step:327939 lr:0.0003 alpha:0.006738 +2026-02-13 15:02:18 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_tennis_t0_s1 [train] +total_reward:-479.50 total_reward_ma:-375.95 loss:-2.497 fps:118.9 +frame:1.76e+06 wall_t:14798 t:110000 epi:nan +opt_step:329814 lr:0.0003 alpha:0.006738 +2026-02-13 15:03:46 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_tennis_t0_s1 [train] +total_reward:-479.50 total_reward_ma:-380.51 loss:-2.483 fps:118.9 +frame:1.77e+06 wall_t:14887 t:110625 epi:nan +opt_step:331689 lr:0.0003 alpha:0.006738 +2026-02-13 15:05:15 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_tennis_t0_s1 [train] +total_reward:-479.50 total_reward_ma:-385.06 loss:-2.515 fps:118.9 +frame:1.78e+06 wall_t:14976 t:111250 epi:nan +opt_step:333564 lr:0.0003 alpha:0.006738 +2026-02-13 15:06:44 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_tennis_t0_s1 [train] +total_reward:-479.50 total_reward_ma:-389.62 loss:-2.522 fps:118.8 +frame:1.79e+06 wall_t:15064 t:111875 epi:nan +opt_step:335439 lr:0.0003 alpha:0.006738 +2026-02-13 15:08:13 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_tennis_t0_s1 [train] +total_reward:-479.50 total_reward_ma:-394.17 loss:-2.505 fps:118.8 +frame:1.80e+06 wall_t:15153 t:112500 epi:nan +opt_step:337314 lr:0.0003 alpha:0.006738 +2026-02-13 15:09:41 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_tennis_t0_s1 [train] +total_reward:-479.50 total_reward_ma:-398.73 loss:-2.536 fps:118.8 +frame:1.81e+06 wall_t:15241 t:113125 epi:nan +opt_step:339189 lr:0.0003 alpha:0.006738 +2026-02-13 15:11:10 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_tennis_t0_s1 [train] +total_reward:-479.50 total_reward_ma:-403.28 loss:-2.535 fps:118.7 +frame:1.82e+06 wall_t:15331 t:113750 epi:nan +opt_step:341064 lr:0.0003 alpha:0.006738 +2026-02-13 15:12:39 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_tennis_t0_s1 [train] +total_reward:-479.50 total_reward_ma:-407.84 loss:-2.468 fps:118.7 +frame:1.83e+06 wall_t:15420 t:114375 epi:nan +opt_step:342939 lr:0.0003 alpha:0.006738 +2026-02-13 15:14:08 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_tennis_t0_s1 [train] +total_reward:-479.50 total_reward_ma:-412.39 loss:-2.43 fps:118.6 +frame:1.84e+06 wall_t:15508 t:115000 epi:nan +opt_step:344814 lr:0.0003 alpha:0.006738 +2026-02-13 15:15:37 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_tennis_t0_s1 [train] +total_reward:-479.50 total_reward_ma:-416.95 loss:-2.471 fps:118.6 +frame:1.85e+06 wall_t:15597 t:115625 epi:nan +opt_step:346689 lr:0.0003 alpha:0.006738 +2026-02-13 15:17:06 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_tennis_t0_s1 [train] +total_reward:-479.50 total_reward_ma:-421.51 loss:-2.484 fps:118.6 +frame:1.86e+06 wall_t:15687 t:116250 epi:nan +opt_step:348564 lr:0.0003 alpha:0.006738 +2026-02-13 15:18:35 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_tennis_t0_s1 [train] +total_reward:-479.50 total_reward_ma:-426.06 loss:-2.458 fps:118.5 +frame:1.87e+06 wall_t:15776 t:116875 epi:nan +opt_step:350439 lr:0.0003 alpha:0.006738 +2026-02-13 15:20:04 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_tennis_t0_s1 [train] +total_reward:-479.50 total_reward_ma:-430.62 loss:-2.416 fps:118.5 +frame:1.88e+06 wall_t:15865 t:117500 epi:nan +opt_step:352314 lr:0.0003 alpha:0.006738 +2026-02-13 15:21:34 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_tennis_t0_s1 [train] +total_reward:-479.50 total_reward_ma:-435.17 loss:-2.398 fps:118.5 +frame:1.89e+06 wall_t:15954 t:118125 epi:nan +opt_step:354189 lr:0.0003 alpha:0.006738 +2026-02-13 15:23:02 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_tennis_t0_s1 [train] +total_reward:-479.50 total_reward_ma:-439.73 loss:-2.362 fps:118.4 +frame:1.90e+06 wall_t:16042 t:118750 epi:nan +opt_step:356064 lr:0.0003 alpha:0.006738 +2026-02-13 15:24:31 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_tennis_t0_s1 [train] +total_reward:-479.50 total_reward_ma:-444.28 loss:-2.307 fps:118.4 +frame:1.91e+06 wall_t:16131 t:119375 epi:nan +opt_step:357939 lr:0.0003 alpha:0.006738 +2026-02-13 15:26:00 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_tennis_t0_s1 [train] +total_reward:-479.50 total_reward_ma:-448.84 loss:-2.315 fps:118.4 +frame:1.92e+06 wall_t:16221 t:120000 epi:nan +opt_step:359814 lr:0.0003 alpha:0.006738 +2026-02-13 15:27:30 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_tennis_t0_s1 [train] +total_reward:-479.50 total_reward_ma:-453.39 loss:-2.275 fps:118.3 +frame:1.93e+06 wall_t:16310 t:120625 epi:nan +opt_step:361689 lr:0.0003 alpha:0.006738 +2026-02-13 15:28:59 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_tennis_t0_s1 [train] +total_reward:-479.50 total_reward_ma:-457.95 loss:-2.266 fps:118.3 +frame:1.94e+06 wall_t:16399 t:121250 epi:nan +opt_step:363564 lr:0.0003 alpha:0.006738 +2026-02-13 15:30:28 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_tennis_t0_s1 [train] +total_reward:-479.50 total_reward_ma:-462.50 loss:-2.231 fps:118.3 +frame:1.95e+06 wall_t:16488 t:121875 epi:nan +opt_step:365439 lr:0.0003 alpha:0.007021 +2026-02-13 15:31:57 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_tennis_t0_s1 [train] +total_reward:-479.50 total_reward_ma:-467.06 loss:-2.174 fps:118.2 +frame:1.96e+06 wall_t:16577 t:122500 epi:nan +opt_step:367314 lr:0.0003 alpha:0.007502 +2026-02-13 15:33:25 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_tennis_t0_s1 [train] +total_reward:-479.50 total_reward_ma:-471.61 loss:-2.201 fps:118.2 +frame:1.97e+06 wall_t:16666 t:123125 epi:nan +opt_step:369189 lr:0.0003 alpha:0.007761 +2026-02-13 15:34:53 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_tennis_t0_s1 [train] +total_reward:-479.50 total_reward_ma:-476.17 loss:-2.235 fps:118.2 +frame:1.98e+06 wall_t:16754 t:123750 epi:nan +opt_step:371064 lr:0.0003 alpha:0.007639 +2026-02-13 15:36:22 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_tennis_t0_s1 [train] +total_reward:-479.50 total_reward_ma:-480.73 loss:-2.232 fps:118.1 +frame:1.99e+06 wall_t:16843 t:124375 epi:nan +opt_step:372939 lr:0.0003 alpha:0.007406 +2026-02-13 15:37:48 | INFO | PID:1432 | slm_lab.agent:log_summary | Trial 0 session 1 sac_atari_tennis_t0_s1 [train] +total_reward:-479.50 total_reward_ma:-480.48 loss:-2.25 fps:118.1 +frame:2.00e+06 wall_t:16928 t:125000 epi:nan +opt_step:374814 lr:0.0003 alpha:0.006812 +2026-02-13 15:37:49 | INFO | PID:1432 | slm_lab.lib.logger:info | Session 1 done diff --git a/data/sac_atari_tennis_2026_02_13_105531/log/sac_atari_tennis_t0_s2.log b/data/sac_atari_tennis_2026_02_13_105531/log/sac_atari_tennis_t0_s2.log new file mode 100644 index 0000000000000000000000000000000000000000..0b0fb823443f98f108ad235e6fecc7391a914c77 --- /dev/null +++ b/data/sac_atari_tennis_2026_02_13_105531/log/sac_atari_tennis_t0_s2.log @@ -0,0 +1,802 @@ +2026-02-13 10:55:37 | INFO | PID:1433 | slm_lab.env:_make_vector_env | AtariVectorEnv: 16 envs, native preprocessing +2026-02-13 10:57:35 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_tennis_t0_s2 [train] +total_reward:nan total_reward_ma:nan loss:-19.9 fps:86.21 +frame:1.00e+04 wall_t:116 t:625 epi:nan +opt_step:1689 lr:0.0003 alpha:0.631 +2026-02-13 10:58:54 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_tennis_t0_s2 [train] +total_reward:nan total_reward_ma:nan loss:-29.53 fps:103.1 +frame:2.00e+04 wall_t:194 t:1250 epi:nan +opt_step:3564 lr:0.0003 alpha:0.4035 +2026-02-13 11:00:13 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_tennis_t0_s2 [train] +total_reward:-24.00 total_reward_ma:-24.00 loss:-34.44 fps:109.5 +frame:3.00e+04 wall_t:274 t:1875 epi:nan +opt_step:5439 lr:0.0003 alpha:0.2643 +2026-02-13 11:01:33 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_tennis_t0_s2 [train] +total_reward:-24.00 total_reward_ma:-24.00 loss:-36.03 fps:113.3 +frame:4.00e+04 wall_t:353 t:2500 epi:nan +opt_step:7314 lr:0.0003 alpha:0.1745 +2026-02-13 11:02:52 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_tennis_t0_s2 [train] +total_reward:-24.00 total_reward_ma:-24.00 loss:-36.55 fps:115.5 +frame:5.00e+04 wall_t:433 t:3125 epi:nan +opt_step:9189 lr:0.0003 alpha:0.1157 +2026-02-13 11:04:12 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_tennis_t0_s2 [train] +total_reward:-23.91 total_reward_ma:-23.98 loss:-34.77 fps:117.2 +frame:6.00e+04 wall_t:512 t:3750 epi:nan +opt_step:11064 lr:0.0003 alpha:0.07683 +2026-02-13 11:05:31 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_tennis_t0_s2 [train] +total_reward:-23.91 total_reward_ma:-23.96 loss:-33.53 fps:118.4 +frame:7.00e+04 wall_t:591 t:4375 epi:nan +opt_step:12939 lr:0.0003 alpha:0.05112 +2026-02-13 11:06:49 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_tennis_t0_s2 [train] +total_reward:-23.92 total_reward_ma:-23.96 loss:-30.9 fps:119.4 +frame:8.00e+04 wall_t:670 t:5000 epi:nan +opt_step:14814 lr:0.0003 alpha:0.03408 +2026-02-13 11:08:08 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_tennis_t0_s2 [train] +total_reward:-23.85 total_reward_ma:-23.94 loss:-29.09 fps:120.2 +frame:9.00e+04 wall_t:749 t:5625 epi:nan +opt_step:16689 lr:0.0003 alpha:0.02277 +2026-02-13 11:09:28 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_tennis_t0_s2 [train] +total_reward:-23.85 total_reward_ma:-23.93 loss:-26.45 fps:120.8 +frame:1.00e+05 wall_t:828 t:6250 epi:nan +opt_step:18564 lr:0.0003 alpha:0.01524 +2026-02-13 11:10:47 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_tennis_t0_s2 [train] +total_reward:-23.86 total_reward_ma:-23.92 loss:-24.6 fps:121.1 +frame:1.10e+05 wall_t:908 t:6875 epi:nan +opt_step:20439 lr:0.0003 alpha:0.01023 +2026-02-13 11:12:06 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_tennis_t0_s2 [train] +total_reward:-23.86 total_reward_ma:-23.92 loss:-22.22 fps:121.6 +frame:1.20e+05 wall_t:987 t:7500 epi:nan +opt_step:22314 lr:0.0003 alpha:0.006883 +2026-02-13 11:13:26 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_tennis_t0_s2 [train] +total_reward:-23.86 total_reward_ma:-23.91 loss:-20.57 fps:122 +frame:1.30e+05 wall_t:1066 t:8125 epi:nan +opt_step:24189 lr:0.0003 alpha:0.006738 +2026-02-13 11:14:45 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_tennis_t0_s2 [train] +total_reward:-23.86 total_reward_ma:-23.91 loss:-18.56 fps:122.2 +frame:1.40e+05 wall_t:1146 t:8750 epi:nan +opt_step:26064 lr:0.0003 alpha:0.006738 +2026-02-13 11:16:05 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_tennis_t0_s2 [train] +total_reward:-23.85 total_reward_ma:-23.90 loss:-17.17 fps:122.3 +frame:1.50e+05 wall_t:1226 t:9375 epi:nan +opt_step:27939 lr:0.0003 alpha:0.006738 +2026-02-13 11:17:25 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_tennis_t0_s2 [train] +total_reward:-23.85 total_reward_ma:-23.90 loss:-15.47 fps:122.6 +frame:1.60e+05 wall_t:1305 t:10000 epi:nan +opt_step:29814 lr:0.0003 alpha:0.006738 +2026-02-13 11:18:44 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_tennis_t0_s2 [train] +total_reward:-23.84 total_reward_ma:-23.89 loss:-14.33 fps:122.7 +frame:1.70e+05 wall_t:1385 t:10625 epi:nan +opt_step:31689 lr:0.0003 alpha:0.006738 +2026-02-13 11:20:04 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_tennis_t0_s2 [train] +total_reward:-23.84 total_reward_ma:-23.89 loss:-12.95 fps:123 +frame:1.80e+05 wall_t:1464 t:11250 epi:nan +opt_step:33564 lr:0.0003 alpha:0.006738 +2026-02-13 11:21:23 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_tennis_t0_s2 [train] +total_reward:-23.85 total_reward_ma:-23.89 loss:-11.79 fps:123.1 +frame:1.90e+05 wall_t:1544 t:11875 epi:nan +opt_step:35439 lr:0.0003 alpha:0.006738 +2026-02-13 11:22:42 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_tennis_t0_s2 [train] +total_reward:-23.84 total_reward_ma:-23.89 loss:-11.02 fps:123.2 +frame:2.00e+05 wall_t:1623 t:12500 epi:nan +opt_step:37314 lr:0.0003 alpha:0.006738 +2026-02-13 11:24:01 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_tennis_t0_s2 [train] +total_reward:-23.84 total_reward_ma:-23.88 loss:-9.999 fps:123.4 +frame:2.10e+05 wall_t:1702 t:13125 epi:nan +opt_step:39189 lr:0.0003 alpha:0.006738 +2026-02-13 11:25:21 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_tennis_t0_s2 [train] +total_reward:-23.84 total_reward_ma:-23.88 loss:-9.014 fps:123.5 +frame:2.20e+05 wall_t:1782 t:13750 epi:nan +opt_step:41064 lr:0.0003 alpha:0.006738 +2026-02-13 11:26:41 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_tennis_t0_s2 [train] +total_reward:-23.86 total_reward_ma:-23.88 loss:-8.354 fps:123.6 +frame:2.30e+05 wall_t:1861 t:14375 epi:nan +opt_step:42939 lr:0.0003 alpha:0.006738 +2026-02-13 11:28:01 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_tennis_t0_s2 [train] +total_reward:-23.86 total_reward_ma:-23.88 loss:-7.565 fps:123.6 +frame:2.40e+05 wall_t:1941 t:15000 epi:nan +opt_step:44814 lr:0.0003 alpha:0.006738 +2026-02-13 11:29:21 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_tennis_t0_s2 [train] +total_reward:-23.85 total_reward_ma:-23.88 loss:-6.986 fps:123.7 +frame:2.50e+05 wall_t:2021 t:15625 epi:nan +opt_step:46689 lr:0.0003 alpha:0.006738 +2026-02-13 11:30:41 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_tennis_t0_s2 [train] +total_reward:-23.88 total_reward_ma:-23.88 loss:-6.428 fps:123.8 +frame:2.60e+05 wall_t:2101 t:16250 epi:nan +opt_step:48564 lr:0.0003 alpha:0.006738 +2026-02-13 11:32:00 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_tennis_t0_s2 [train] +total_reward:-23.88 total_reward_ma:-23.88 loss:-5.865 fps:123.9 +frame:2.70e+05 wall_t:2180 t:16875 epi:nan +opt_step:50439 lr:0.0003 alpha:0.006738 +2026-02-13 11:33:19 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_tennis_t0_s2 [train] +total_reward:-23.87 total_reward_ma:-23.88 loss:-5.383 fps:123.9 +frame:2.80e+05 wall_t:2259 t:17500 epi:nan +opt_step:52314 lr:0.0003 alpha:0.006738 +2026-02-13 11:34:38 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_tennis_t0_s2 [train] +total_reward:-23.87 total_reward_ma:-23.88 loss:-5.04 fps:124 +frame:2.90e+05 wall_t:2338 t:18125 epi:nan +opt_step:54189 lr:0.0003 alpha:0.006738 +2026-02-13 11:35:57 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_tennis_t0_s2 [train] +total_reward:-23.88 total_reward_ma:-23.88 loss:-4.567 fps:124.1 +frame:3.00e+05 wall_t:2417 t:18750 epi:nan +opt_step:56064 lr:0.0003 alpha:0.006738 +2026-02-13 11:37:17 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_tennis_t0_s2 [train] +total_reward:-23.87 total_reward_ma:-23.88 loss:-4.248 fps:124.1 +frame:3.10e+05 wall_t:2497 t:19375 epi:nan +opt_step:57939 lr:0.0003 alpha:0.006738 +2026-02-13 11:38:36 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_tennis_t0_s2 [train] +total_reward:-23.88 total_reward_ma:-23.88 loss:-3.945 fps:124.2 +frame:3.20e+05 wall_t:2577 t:20000 epi:nan +opt_step:59814 lr:0.0003 alpha:0.006738 +2026-02-13 11:39:55 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_tennis_t0_s2 [train] +total_reward:-23.89 total_reward_ma:-23.88 loss:-3.697 fps:124.3 +frame:3.30e+05 wall_t:2655 t:20625 epi:nan +opt_step:61689 lr:0.0003 alpha:0.006738 +2026-02-13 11:41:14 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_tennis_t0_s2 [train] +total_reward:-23.88 total_reward_ma:-23.88 loss:-3.476 fps:124.4 +frame:3.40e+05 wall_t:2734 t:21250 epi:nan +opt_step:63564 lr:0.0003 alpha:0.006738 +2026-02-13 11:42:33 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_tennis_t0_s2 [train] +total_reward:-23.89 total_reward_ma:-23.88 loss:-3.253 fps:124.4 +frame:3.50e+05 wall_t:2814 t:21875 epi:nan +opt_step:65439 lr:0.0003 alpha:0.006738 +2026-02-13 11:43:53 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_tennis_t0_s2 [train] +total_reward:-23.88 total_reward_ma:-23.88 loss:-3.13 fps:124.4 +frame:3.60e+05 wall_t:2893 t:22500 epi:nan +opt_step:67314 lr:0.0003 alpha:0.006738 +2026-02-13 11:45:12 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_tennis_t0_s2 [train] +total_reward:-23.89 total_reward_ma:-23.88 loss:-3.02 fps:124.5 +frame:3.70e+05 wall_t:2972 t:23125 epi:nan +opt_step:69189 lr:0.0003 alpha:0.006738 +2026-02-13 11:46:32 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_tennis_t0_s2 [train] +total_reward:-23.89 total_reward_ma:-23.88 loss:-2.999 fps:124.5 +frame:3.80e+05 wall_t:3052 t:23750 epi:nan +opt_step:71064 lr:0.0003 alpha:0.006738 +2026-02-13 11:47:51 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_tennis_t0_s2 [train] +total_reward:-23.89 total_reward_ma:-23.88 loss:-3 fps:124.6 +frame:3.90e+05 wall_t:3131 t:24375 epi:nan +opt_step:72939 lr:0.0003 alpha:0.006738 +2026-02-13 11:49:10 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_tennis_t0_s2 [train] +total_reward:-23.89 total_reward_ma:-23.88 loss:-2.977 fps:124.6 +frame:4.00e+05 wall_t:3210 t:25000 epi:nan +opt_step:74814 lr:0.0003 alpha:0.006738 +2026-02-13 11:50:29 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_tennis_t0_s2 [train] +total_reward:-23.89 total_reward_ma:-23.88 loss:-2.997 fps:124.7 +frame:4.10e+05 wall_t:3289 t:25625 epi:nan +opt_step:76689 lr:0.0003 alpha:0.006738 +2026-02-13 11:51:48 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_tennis_t0_s2 [train] +total_reward:-23.89 total_reward_ma:-23.88 loss:-3.03 fps:124.7 +frame:4.20e+05 wall_t:3368 t:26250 epi:nan +opt_step:78564 lr:0.0003 alpha:0.006738 +2026-02-13 11:53:07 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_tennis_t0_s2 [train] +total_reward:-23.89 total_reward_ma:-23.88 loss:-3.063 fps:124.7 +frame:4.30e+05 wall_t:3447 t:26875 epi:nan +opt_step:80439 lr:0.0003 alpha:0.006738 +2026-02-13 11:54:28 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_tennis_t0_s2 [train] +total_reward:-23.89 total_reward_ma:-23.88 loss:-3.119 fps:124.7 +frame:4.40e+05 wall_t:3528 t:27500 epi:nan +opt_step:82314 lr:0.0003 alpha:0.006738 +2026-02-13 11:55:48 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_tennis_t0_s2 [train] +total_reward:-23.90 total_reward_ma:-23.88 loss:-2.797 fps:124.7 +frame:4.50e+05 wall_t:3608 t:28125 epi:nan +opt_step:84189 lr:0.0003 alpha:0.006738 +2026-02-13 11:57:07 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_tennis_t0_s2 [train] +total_reward:-23.90 total_reward_ma:-23.88 loss:-3.177 fps:124.8 +frame:4.60e+05 wall_t:3687 t:28750 epi:nan +opt_step:86064 lr:0.0003 alpha:0.006738 +2026-02-13 11:58:26 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_tennis_t0_s2 [train] +total_reward:-23.90 total_reward_ma:-23.88 loss:-3.133 fps:124.8 +frame:4.70e+05 wall_t:3767 t:29375 epi:nan +opt_step:87939 lr:0.0003 alpha:0.006738 +2026-02-13 11:59:46 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_tennis_t0_s2 [train] +total_reward:-23.90 total_reward_ma:-23.88 loss:-3.205 fps:124.8 +frame:4.80e+05 wall_t:3847 t:30000 epi:nan +opt_step:89814 lr:0.0003 alpha:0.006738 +2026-02-13 12:01:05 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_tennis_t0_s2 [train] +total_reward:-23.91 total_reward_ma:-23.88 loss:-3.271 fps:124.8 +frame:4.90e+05 wall_t:3926 t:30625 epi:nan +opt_step:91689 lr:0.0003 alpha:0.006738 +2026-02-13 12:02:24 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_tennis_t0_s2 [train] +total_reward:-23.91 total_reward_ma:-23.88 loss:-3.225 fps:124.9 +frame:5.00e+05 wall_t:4004 t:31250 epi:nan +opt_step:93564 lr:0.0003 alpha:0.006738 +2026-02-13 12:03:43 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_tennis_t0_s2 [train] +total_reward:-23.91 total_reward_ma:-23.88 loss:-3.273 fps:124.9 +frame:5.10e+05 wall_t:4083 t:31875 epi:nan +opt_step:95439 lr:0.0003 alpha:0.006738 +2026-02-13 12:05:01 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_tennis_t0_s2 [train] +total_reward:-23.91 total_reward_ma:-23.88 loss:-3.311 fps:124.9 +frame:5.20e+05 wall_t:4162 t:32500 epi:nan +opt_step:97314 lr:0.0003 alpha:0.006738 +2026-02-13 12:06:20 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_tennis_t0_s2 [train] +total_reward:-23.91 total_reward_ma:-23.89 loss:-3.304 fps:125 +frame:5.30e+05 wall_t:4241 t:33125 epi:nan +opt_step:99189 lr:0.0003 alpha:0.006738 +2026-02-13 12:07:39 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_tennis_t0_s2 [train] +total_reward:-23.91 total_reward_ma:-23.89 loss:-3.29 fps:125 +frame:5.40e+05 wall_t:4319 t:33750 epi:nan +opt_step:101064 lr:0.0003 alpha:0.006738 +2026-02-13 12:08:58 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_tennis_t0_s2 [train] +total_reward:-23.92 total_reward_ma:-23.89 loss:-3.379 fps:125.1 +frame:5.50e+05 wall_t:4398 t:34375 epi:nan +opt_step:102939 lr:0.0003 alpha:0.006738 +2026-02-13 12:10:16 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_tennis_t0_s2 [train] +total_reward:-23.92 total_reward_ma:-23.89 loss:-3.267 fps:125.1 +frame:5.60e+05 wall_t:4476 t:35000 epi:nan +opt_step:104814 lr:0.0003 alpha:0.006738 +2026-02-13 12:11:35 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_tennis_t0_s2 [train] +total_reward:-23.92 total_reward_ma:-23.89 loss:-3.397 fps:125.1 +frame:5.70e+05 wall_t:4555 t:35625 epi:nan +opt_step:106689 lr:0.0003 alpha:0.006738 +2026-02-13 12:12:54 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_tennis_t0_s2 [train] +total_reward:-23.92 total_reward_ma:-23.89 loss:-3.475 fps:125.2 +frame:5.80e+05 wall_t:4634 t:36250 epi:nan +opt_step:108564 lr:0.0003 alpha:0.006738 +2026-02-13 12:14:13 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_tennis_t0_s2 [train] +total_reward:-23.92 total_reward_ma:-23.89 loss:-3.332 fps:125.2 +frame:5.90e+05 wall_t:4713 t:36875 epi:nan +opt_step:110439 lr:0.0003 alpha:0.006738 +2026-02-13 12:15:33 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_tennis_t0_s2 [train] +total_reward:-23.92 total_reward_ma:-23.89 loss:-3.188 fps:125.2 +frame:6.00e+05 wall_t:4793 t:37500 epi:nan +opt_step:112314 lr:0.0003 alpha:0.006738 +2026-02-13 12:16:51 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_tennis_t0_s2 [train] +total_reward:-23.92 total_reward_ma:-23.89 loss:-3.429 fps:125.2 +frame:6.10e+05 wall_t:4871 t:38125 epi:nan +opt_step:114189 lr:0.0003 alpha:0.006738 +2026-02-13 12:18:11 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_tennis_t0_s2 [train] +total_reward:-23.93 total_reward_ma:-23.89 loss:-3.392 fps:125.2 +frame:6.20e+05 wall_t:4952 t:38750 epi:nan +opt_step:116064 lr:0.0003 alpha:0.006738 +2026-02-13 12:19:32 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_tennis_t0_s2 [train] +total_reward:-23.93 total_reward_ma:-23.89 loss:-3.256 fps:125.2 +frame:6.30e+05 wall_t:5032 t:39375 epi:nan +opt_step:117939 lr:0.0003 alpha:0.006738 +2026-02-13 12:20:51 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_tennis_t0_s2 [train] +total_reward:-23.93 total_reward_ma:-23.89 loss:-3.435 fps:125.2 +frame:6.40e+05 wall_t:5111 t:40000 epi:nan +opt_step:119814 lr:0.0003 alpha:0.006738 +2026-02-13 12:22:10 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_tennis_t0_s2 [train] +total_reward:-23.93 total_reward_ma:-23.89 loss:-3.4 fps:125.2 +frame:6.50e+05 wall_t:5190 t:40625 epi:nan +opt_step:121689 lr:0.0003 alpha:0.006738 +2026-02-13 12:23:29 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_tennis_t0_s2 [train] +total_reward:-23.93 total_reward_ma:-23.89 loss:-3.344 fps:125.2 +frame:6.60e+05 wall_t:5270 t:41250 epi:nan +opt_step:123564 lr:0.0003 alpha:0.006738 +2026-02-13 12:24:48 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_tennis_t0_s2 [train] +total_reward:-23.93 total_reward_ma:-23.89 loss:-3.41 fps:125.3 +frame:6.70e+05 wall_t:5349 t:41875 epi:nan +opt_step:125439 lr:0.0003 alpha:0.006738 +2026-02-13 12:26:08 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_tennis_t0_s2 [train] +total_reward:-23.93 total_reward_ma:-23.89 loss:-3.28 fps:125.3 +frame:6.80e+05 wall_t:5428 t:42500 epi:nan +opt_step:127314 lr:0.0003 alpha:0.006738 +2026-02-13 12:27:28 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_tennis_t0_s2 [train] +total_reward:-23.93 total_reward_ma:-23.89 loss:-3.339 fps:125.3 +frame:6.90e+05 wall_t:5508 t:43125 epi:nan +opt_step:129189 lr:0.0003 alpha:0.006738 +2026-02-13 12:28:48 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_tennis_t0_s2 [train] +total_reward:-23.93 total_reward_ma:-23.90 loss:-3.257 fps:125.3 +frame:7.00e+05 wall_t:5588 t:43750 epi:nan +opt_step:131064 lr:0.0003 alpha:0.006738 +2026-02-13 12:30:06 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_tennis_t0_s2 [train] +total_reward:-23.93 total_reward_ma:-23.90 loss:-3.31 fps:125.3 +frame:7.10e+05 wall_t:5666 t:44375 epi:nan +opt_step:132939 lr:0.0003 alpha:0.006738 +2026-02-13 12:31:26 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_tennis_t0_s2 [train] +total_reward:-23.93 total_reward_ma:-23.90 loss:-3.202 fps:125.3 +frame:7.20e+05 wall_t:5746 t:45000 epi:nan +opt_step:134814 lr:0.0003 alpha:0.006738 +2026-02-13 12:32:44 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_tennis_t0_s2 [train] +total_reward:-23.93 total_reward_ma:-23.90 loss:-3.151 fps:125.3 +frame:7.30e+05 wall_t:5825 t:45625 epi:nan +opt_step:136689 lr:0.0003 alpha:0.006738 +2026-02-13 12:34:03 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_tennis_t0_s2 [train] +total_reward:-23.93 total_reward_ma:-23.90 loss:-3.141 fps:125.4 +frame:7.40e+05 wall_t:5903 t:46250 epi:nan +opt_step:138564 lr:0.0003 alpha:0.006738 +2026-02-13 12:35:22 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_tennis_t0_s2 [train] +total_reward:-23.93 total_reward_ma:-23.90 loss:-3.215 fps:125.4 +frame:7.50e+05 wall_t:5982 t:46875 epi:nan +opt_step:140439 lr:0.0003 alpha:0.006738 +2026-02-13 12:36:41 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_tennis_t0_s2 [train] +total_reward:-23.93 total_reward_ma:-23.90 loss:-3.19 fps:125.4 +frame:7.60e+05 wall_t:6061 t:47500 epi:nan +opt_step:142314 lr:0.0003 alpha:0.006738 +2026-02-13 12:38:00 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_tennis_t0_s2 [train] +total_reward:-23.93 total_reward_ma:-23.90 loss:-3.067 fps:125.4 +frame:7.70e+05 wall_t:6141 t:48125 epi:nan +opt_step:144189 lr:0.0003 alpha:0.006738 +2026-02-13 12:39:20 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_tennis_t0_s2 [train] +total_reward:-23.93 total_reward_ma:-23.90 loss:-3.071 fps:125.4 +frame:7.80e+05 wall_t:6220 t:48750 epi:nan +opt_step:146064 lr:0.0003 alpha:0.006738 +2026-02-13 12:40:39 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_tennis_t0_s2 [train] +total_reward:-314.50 total_reward_ma:-27.67 loss:-3.059 fps:125.4 +frame:7.90e+05 wall_t:6299 t:49375 epi:nan +opt_step:147939 lr:0.0003 alpha:0.006738 +2026-02-13 12:41:57 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_tennis_t0_s2 [train] +total_reward:-316.00 total_reward_ma:-31.37 loss:-2.982 fps:125.4 +frame:8.00e+05 wall_t:6378 t:50000 epi:nan +opt_step:149814 lr:0.0003 alpha:0.006738 +2026-02-13 12:43:17 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_tennis_t0_s2 [train] +total_reward:-326.83 total_reward_ma:-35.11 loss:-2.907 fps:125.4 +frame:8.10e+05 wall_t:6458 t:50625 epi:nan +opt_step:151689 lr:0.0003 alpha:0.006738 +2026-02-13 12:44:37 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_tennis_t0_s2 [train] +total_reward:-331.75 total_reward_ma:-38.82 loss:-2.79 fps:125.4 +frame:8.20e+05 wall_t:6537 t:51250 epi:nan +opt_step:153564 lr:0.0003 alpha:0.006738 +2026-02-13 12:45:56 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_tennis_t0_s2 [train] +total_reward:-336.56 total_reward_ma:-42.49 loss:-2.841 fps:125.5 +frame:8.30e+05 wall_t:6616 t:51875 epi:nan +opt_step:155439 lr:0.0003 alpha:0.006738 +2026-02-13 12:47:15 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_tennis_t0_s2 [train] +total_reward:-340.70 total_reward_ma:-46.13 loss:-2.686 fps:125.5 +frame:8.40e+05 wall_t:6695 t:52500 epi:nan +opt_step:157314 lr:0.0003 alpha:0.006738 +2026-02-13 12:48:33 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_tennis_t0_s2 [train] +total_reward:-340.70 total_reward_ma:-49.68 loss:-2.656 fps:125.5 +frame:8.50e+05 wall_t:6773 t:53125 epi:nan +opt_step:159189 lr:0.0003 alpha:0.006738 +2026-02-13 12:49:52 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_tennis_t0_s2 [train] +total_reward:-344.73 total_reward_ma:-53.19 loss:-2.651 fps:125.5 +frame:8.60e+05 wall_t:6852 t:53750 epi:nan +opt_step:161064 lr:0.0003 alpha:0.006738 +2026-02-13 12:51:12 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_tennis_t0_s2 [train] +total_reward:-344.73 total_reward_ma:-56.62 loss:-2.66 fps:125.5 +frame:8.70e+05 wall_t:6932 t:54375 epi:nan +opt_step:162939 lr:0.0003 alpha:0.006738 +2026-02-13 12:52:31 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_tennis_t0_s2 [train] +total_reward:-344.73 total_reward_ma:-59.97 loss:-2.591 fps:125.5 +frame:8.80e+05 wall_t:7012 t:55000 epi:nan +opt_step:164814 lr:0.0003 alpha:0.006738 +2026-02-13 12:53:52 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_tennis_t0_s2 [train] +total_reward:-344.73 total_reward_ma:-63.24 loss:-2.556 fps:125.5 +frame:8.90e+05 wall_t:7092 t:55625 epi:nan +opt_step:166689 lr:0.0003 alpha:0.006738 +2026-02-13 12:55:11 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_tennis_t0_s2 [train] +total_reward:-344.73 total_reward_ma:-66.44 loss:-2.512 fps:125.5 +frame:9.00e+05 wall_t:7171 t:56250 epi:nan +opt_step:168564 lr:0.0003 alpha:0.006738 +2026-02-13 12:56:31 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_tennis_t0_s2 [train] +total_reward:-351.83 total_reward_ma:-69.65 loss:-2.472 fps:125.5 +frame:9.10e+05 wall_t:7251 t:56875 epi:nan +opt_step:170439 lr:0.0003 alpha:0.006738 +2026-02-13 12:57:51 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_tennis_t0_s2 [train] +total_reward:-357.77 total_reward_ma:-72.85 loss:-2.548 fps:125.5 +frame:9.20e+05 wall_t:7331 t:57500 epi:nan +opt_step:172314 lr:0.0003 alpha:0.006738 +2026-02-13 12:59:18 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_tennis_t0_s2 [train] +total_reward:-357.77 total_reward_ma:-75.98 loss:-2.495 fps:125.4 +frame:9.30e+05 wall_t:7419 t:58125 epi:nan +opt_step:174189 lr:0.0003 alpha:0.006738 +2026-02-13 13:00:47 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_tennis_t0_s2 [train] +total_reward:-357.77 total_reward_ma:-79.04 loss:-2.426 fps:125.2 +frame:9.40e+05 wall_t:7508 t:58750 epi:nan +opt_step:176064 lr:0.0003 alpha:0.006738 +2026-02-13 13:02:16 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_tennis_t0_s2 [train] +total_reward:-357.77 total_reward_ma:-82.04 loss:-2.397 fps:125.1 +frame:9.50e+05 wall_t:7596 t:59375 epi:nan +opt_step:177939 lr:0.0003 alpha:0.006738 +2026-02-13 13:03:45 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_tennis_t0_s2 [train] +total_reward:-357.77 total_reward_ma:-84.98 loss:-2.365 fps:124.9 +frame:9.60e+05 wall_t:7685 t:60000 epi:nan +opt_step:179814 lr:0.0003 alpha:0.006738 +2026-02-13 13:05:14 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_tennis_t0_s2 [train] +total_reward:-357.77 total_reward_ma:-87.85 loss:-2.331 fps:124.8 +frame:9.70e+05 wall_t:7774 t:60625 epi:nan +opt_step:181689 lr:0.0003 alpha:0.006738 +2026-02-13 13:06:43 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_tennis_t0_s2 [train] +total_reward:-368.29 total_reward_ma:-90.77 loss:-2.295 fps:124.6 +frame:9.80e+05 wall_t:7863 t:61250 epi:nan +opt_step:183564 lr:0.0003 alpha:0.006738 +2026-02-13 13:08:12 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_tennis_t0_s2 [train] +total_reward:-368.29 total_reward_ma:-93.63 loss:-2.262 fps:124.5 +frame:9.90e+05 wall_t:7952 t:61875 epi:nan +opt_step:185439 lr:0.0003 alpha:0.006738 +2026-02-13 13:09:40 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_tennis_t0_s2 [train] +total_reward:-379.93 total_reward_ma:-96.55 loss:-2.356 fps:124.4 +frame:1.00e+06 wall_t:8040 t:62500 epi:nan +opt_step:187314 lr:0.0003 alpha:0.006738 +2026-02-13 13:11:09 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_tennis_t0_s2 [train] +total_reward:-379.93 total_reward_ma:-99.41 loss:-2.315 fps:124.2 +frame:1.01e+06 wall_t:8129 t:63125 epi:nan +opt_step:189189 lr:0.0003 alpha:0.006738 +2026-02-13 13:12:37 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_tennis_t0_s2 [train] +total_reward:-379.93 total_reward_ma:-102.22 loss:-2.339 fps:124.1 +frame:1.02e+06 wall_t:8218 t:63750 epi:nan +opt_step:191064 lr:0.0003 alpha:0.006738 +2026-02-13 13:14:06 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_tennis_t0_s2 [train] +total_reward:-379.93 total_reward_ma:-105.78 loss:-2.364 fps:124 +frame:1.03e+06 wall_t:8307 t:64375 epi:nan +opt_step:192939 lr:0.0003 alpha:0.006738 +2026-02-13 13:15:34 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_tennis_t0_s2 [train] +total_reward:-379.93 total_reward_ma:-109.34 loss:-2.362 fps:123.9 +frame:1.04e+06 wall_t:8395 t:65000 epi:nan +opt_step:194814 lr:0.0003 alpha:0.006738 +2026-02-13 13:17:03 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_tennis_t0_s2 [train] +total_reward:-379.93 total_reward_ma:-112.90 loss:-2.366 fps:123.8 +frame:1.05e+06 wall_t:8483 t:65625 epi:nan +opt_step:196689 lr:0.0003 alpha:0.006738 +2026-02-13 13:18:32 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_tennis_t0_s2 [train] +total_reward:-379.93 total_reward_ma:-116.46 loss:-2.395 fps:123.7 +frame:1.06e+06 wall_t:8572 t:66250 epi:nan +opt_step:198564 lr:0.0003 alpha:0.006738 +2026-02-13 13:20:01 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_tennis_t0_s2 [train] +total_reward:-379.93 total_reward_ma:-120.02 loss:-2.376 fps:123.5 +frame:1.07e+06 wall_t:8661 t:66875 epi:nan +opt_step:200439 lr:0.0003 alpha:0.006738 +2026-02-13 13:21:29 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_tennis_t0_s2 [train] +total_reward:-379.93 total_reward_ma:-123.58 loss:-2.364 fps:123.4 +frame:1.08e+06 wall_t:8749 t:67500 epi:nan +opt_step:202314 lr:0.0003 alpha:0.006738 +2026-02-13 13:22:57 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_tennis_t0_s2 [train] +total_reward:-379.93 total_reward_ma:-127.14 loss:-2.347 fps:123.3 +frame:1.09e+06 wall_t:8837 t:68125 epi:nan +opt_step:204189 lr:0.0003 alpha:0.006738 +2026-02-13 13:24:26 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_tennis_t0_s2 [train] +total_reward:-379.93 total_reward_ma:-130.70 loss:-2.336 fps:123.2 +frame:1.10e+06 wall_t:8926 t:68750 epi:nan +opt_step:206064 lr:0.0003 alpha:0.006738 +2026-02-13 13:25:54 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_tennis_t0_s2 [train] +total_reward:-379.93 total_reward_ma:-134.26 loss:-2.332 fps:123.1 +frame:1.11e+06 wall_t:9015 t:69375 epi:nan +opt_step:207939 lr:0.0003 alpha:0.006738 +2026-02-13 13:27:24 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_tennis_t0_s2 [train] +total_reward:-379.93 total_reward_ma:-137.82 loss:-2.318 fps:123 +frame:1.12e+06 wall_t:9104 t:70000 epi:nan +opt_step:209814 lr:0.0003 alpha:0.006738 +2026-02-13 13:28:53 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_tennis_t0_s2 [train] +total_reward:-379.93 total_reward_ma:-141.38 loss:-2.306 fps:122.9 +frame:1.13e+06 wall_t:9194 t:70625 epi:nan +opt_step:211689 lr:0.0003 alpha:0.006738 +2026-02-13 13:30:23 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_tennis_t0_s2 [train] +total_reward:-379.93 total_reward_ma:-144.94 loss:-2.283 fps:122.8 +frame:1.14e+06 wall_t:9283 t:71250 epi:nan +opt_step:213564 lr:0.0003 alpha:0.006738 +2026-02-13 13:31:52 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_tennis_t0_s2 [train] +total_reward:-399.19 total_reward_ma:-148.69 loss:-2.254 fps:122.7 +frame:1.15e+06 wall_t:9372 t:71875 epi:nan +opt_step:215439 lr:0.0003 alpha:0.006738 +2026-02-13 13:33:20 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_tennis_t0_s2 [train] +total_reward:-399.19 total_reward_ma:-152.45 loss:-2.271 fps:122.6 +frame:1.16e+06 wall_t:9460 t:72500 epi:nan +opt_step:217314 lr:0.0003 alpha:0.006738 +2026-02-13 13:34:48 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_tennis_t0_s2 [train] +total_reward:-399.19 total_reward_ma:-156.20 loss:-2.283 fps:122.5 +frame:1.17e+06 wall_t:9548 t:73125 epi:nan +opt_step:219189 lr:0.0003 alpha:0.006738 +2026-02-13 13:36:16 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_tennis_t0_s2 [train] +total_reward:-399.19 total_reward_ma:-159.95 loss:-2.305 fps:122.5 +frame:1.18e+06 wall_t:9636 t:73750 epi:nan +opt_step:221064 lr:0.0003 alpha:0.006738 +2026-02-13 13:37:45 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_tennis_t0_s2 [train] +total_reward:-399.19 total_reward_ma:-163.71 loss:-2.301 fps:122.4 +frame:1.19e+06 wall_t:9725 t:74375 epi:nan +opt_step:222939 lr:0.0003 alpha:0.006738 +2026-02-13 13:39:13 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_tennis_t0_s2 [train] +total_reward:-399.19 total_reward_ma:-167.46 loss:-2.358 fps:122.3 +frame:1.20e+06 wall_t:9813 t:75000 epi:nan +opt_step:224814 lr:0.0003 alpha:0.006738 +2026-02-13 13:40:41 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_tennis_t0_s2 [train] +total_reward:-399.19 total_reward_ma:-171.22 loss:-2.373 fps:122.2 +frame:1.21e+06 wall_t:9902 t:75625 epi:nan +opt_step:226689 lr:0.0003 alpha:0.006738 +2026-02-13 13:42:11 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_tennis_t0_s2 [train] +total_reward:-354.83 total_reward_ma:-174.53 loss:-2.392 fps:122.1 +frame:1.22e+06 wall_t:9991 t:76250 epi:nan +opt_step:228564 lr:0.0003 alpha:0.006738 +2026-02-13 13:43:39 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_tennis_t0_s2 [train] +total_reward:-354.83 total_reward_ma:-177.83 loss:-2.454 fps:122 +frame:1.23e+06 wall_t:10080 t:76875 epi:nan +opt_step:230439 lr:0.0003 alpha:0.006738 +2026-02-13 13:45:08 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_tennis_t0_s2 [train] +total_reward:-304.14 total_reward_ma:-180.64 loss:-2.453 fps:122 +frame:1.24e+06 wall_t:10168 t:77500 epi:nan +opt_step:232314 lr:0.0003 alpha:0.006738 +2026-02-13 13:46:37 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_tennis_t0_s2 [train] +total_reward:-266.25 total_reward_ma:-183.06 loss:-2.491 fps:121.9 +frame:1.25e+06 wall_t:10257 t:78125 epi:nan +opt_step:234189 lr:0.0003 alpha:0.006738 +2026-02-13 13:48:05 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_tennis_t0_s2 [train] +total_reward:-255.64 total_reward_ma:-185.38 loss:-2.511 fps:121.8 +frame:1.26e+06 wall_t:10345 t:78750 epi:nan +opt_step:236064 lr:0.0003 alpha:0.006738 +2026-02-13 13:49:34 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_tennis_t0_s2 [train] +total_reward:-245.85 total_reward_ma:-187.60 loss:-2.565 fps:121.7 +frame:1.27e+06 wall_t:10434 t:79375 epi:nan +opt_step:237939 lr:0.0003 alpha:0.006738 +2026-02-13 13:51:04 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_tennis_t0_s2 [train] +total_reward:-245.85 total_reward_ma:-189.82 loss:-2.573 fps:121.6 +frame:1.28e+06 wall_t:10524 t:80000 epi:nan +opt_step:239814 lr:0.0003 alpha:0.006738 +2026-02-13 13:52:32 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_tennis_t0_s2 [train] +total_reward:-236.74 total_reward_ma:-191.95 loss:-2.634 fps:121.5 +frame:1.29e+06 wall_t:10613 t:80625 epi:nan +opt_step:241689 lr:0.0003 alpha:0.006738 +2026-02-13 13:54:01 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_tennis_t0_s2 [train] +total_reward:-236.74 total_reward_ma:-194.08 loss:-2.6 fps:121.5 +frame:1.30e+06 wall_t:10702 t:81250 epi:nan +opt_step:243564 lr:0.0003 alpha:0.006738 +2026-02-13 13:55:29 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_tennis_t0_s2 [train] +total_reward:-236.74 total_reward_ma:-196.20 loss:-2.659 fps:121.4 +frame:1.31e+06 wall_t:10789 t:81875 epi:nan +opt_step:245439 lr:0.0003 alpha:0.006738 +2026-02-13 13:56:58 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_tennis_t0_s2 [train] +total_reward:-236.74 total_reward_ma:-198.33 loss:-2.613 fps:121.3 +frame:1.32e+06 wall_t:10878 t:82500 epi:nan +opt_step:247314 lr:0.0003 alpha:0.006738 +2026-02-13 13:58:26 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_tennis_t0_s2 [train] +total_reward:-236.74 total_reward_ma:-200.46 loss:-2.658 fps:121.3 +frame:1.33e+06 wall_t:10967 t:83125 epi:nan +opt_step:249189 lr:0.0003 alpha:0.006738 +2026-02-13 13:59:56 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_tennis_t0_s2 [train] +total_reward:-228.29 total_reward_ma:-202.51 loss:-2.61 fps:121.2 +frame:1.34e+06 wall_t:11056 t:83750 epi:nan +opt_step:251064 lr:0.0003 alpha:0.006738 +2026-02-13 14:01:24 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_tennis_t0_s2 [train] +total_reward:-220.45 total_reward_ma:-204.47 loss:-2.645 fps:121.1 +frame:1.35e+06 wall_t:11145 t:84375 epi:nan +opt_step:252939 lr:0.0003 alpha:0.006738 +2026-02-13 14:02:53 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_tennis_t0_s2 [train] +total_reward:-220.45 total_reward_ma:-206.44 loss:-2.663 fps:121.1 +frame:1.36e+06 wall_t:11234 t:85000 epi:nan +opt_step:254814 lr:0.0003 alpha:0.006738 +2026-02-13 14:04:22 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_tennis_t0_s2 [train] +total_reward:-220.45 total_reward_ma:-208.40 loss:-2.657 fps:121 +frame:1.37e+06 wall_t:11323 t:85625 epi:nan +opt_step:256689 lr:0.0003 alpha:0.006738 +2026-02-13 14:05:52 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_tennis_t0_s2 [train] +total_reward:-220.45 total_reward_ma:-210.37 loss:-2.609 fps:120.9 +frame:1.38e+06 wall_t:11412 t:86250 epi:nan +opt_step:258564 lr:0.0003 alpha:0.006738 +2026-02-13 14:07:21 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_tennis_t0_s2 [train] +total_reward:-220.45 total_reward_ma:-212.33 loss:-2.568 fps:120.9 +frame:1.39e+06 wall_t:11501 t:86875 epi:nan +opt_step:260439 lr:0.0003 alpha:0.006738 +2026-02-13 14:08:49 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_tennis_t0_s2 [train] +total_reward:-220.45 total_reward_ma:-214.30 loss:-2.606 fps:120.8 +frame:1.40e+06 wall_t:11590 t:87500 epi:nan +opt_step:262314 lr:0.0003 alpha:0.006738 +2026-02-13 14:10:18 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_tennis_t0_s2 [train] +total_reward:-213.10 total_reward_ma:-216.19 loss:-2.599 fps:120.7 +frame:1.41e+06 wall_t:11679 t:88125 epi:nan +opt_step:264189 lr:0.0003 alpha:0.006738 +2026-02-13 14:11:47 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_tennis_t0_s2 [train] +total_reward:-213.10 total_reward_ma:-218.08 loss:-2.537 fps:120.7 +frame:1.42e+06 wall_t:11767 t:88750 epi:nan +opt_step:266064 lr:0.0003 alpha:0.006738 +2026-02-13 14:13:14 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_tennis_t0_s2 [train] +total_reward:-213.10 total_reward_ma:-219.98 loss:-2.531 fps:120.6 +frame:1.43e+06 wall_t:11855 t:89375 epi:nan +opt_step:267939 lr:0.0003 alpha:0.006738 +2026-02-13 14:14:43 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_tennis_t0_s2 [train] +total_reward:-206.74 total_reward_ma:-221.80 loss:-2.466 fps:120.6 +frame:1.44e+06 wall_t:11944 t:90000 epi:nan +opt_step:269814 lr:0.0003 alpha:0.006738 +2026-02-13 14:16:12 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_tennis_t0_s2 [train] +total_reward:-206.74 total_reward_ma:-223.63 loss:-2.488 fps:120.5 +frame:1.45e+06 wall_t:12033 t:90625 epi:nan +opt_step:271689 lr:0.0003 alpha:0.006738 +2026-02-13 14:17:41 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_tennis_t0_s2 [train] +total_reward:-206.74 total_reward_ma:-225.46 loss:-2.483 fps:120.5 +frame:1.46e+06 wall_t:12121 t:91250 epi:nan +opt_step:273564 lr:0.0003 alpha:0.006738 +2026-02-13 14:19:09 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_tennis_t0_s2 [train] +total_reward:-206.74 total_reward_ma:-227.29 loss:-2.46 fps:120.4 +frame:1.47e+06 wall_t:12210 t:91875 epi:nan +opt_step:275439 lr:0.0003 alpha:0.006738 +2026-02-13 14:20:38 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_tennis_t0_s2 [train] +total_reward:-206.74 total_reward_ma:-229.12 loss:-2.432 fps:120.3 +frame:1.48e+06 wall_t:12298 t:92500 epi:nan +opt_step:277314 lr:0.0003 alpha:0.006738 +2026-02-13 14:22:06 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_tennis_t0_s2 [train] +total_reward:-206.74 total_reward_ma:-230.95 loss:-2.396 fps:120.3 +frame:1.49e+06 wall_t:12387 t:93125 epi:nan +opt_step:279189 lr:0.0003 alpha:0.006738 +2026-02-13 14:23:35 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_tennis_t0_s2 [train] +total_reward:-206.74 total_reward_ma:-232.77 loss:-2.379 fps:120.2 +frame:1.50e+06 wall_t:12475 t:93750 epi:nan +opt_step:281064 lr:0.0003 alpha:0.006738 +2026-02-13 14:25:04 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_tennis_t0_s2 [train] +total_reward:-206.74 total_reward_ma:-234.60 loss:-2.343 fps:120.2 +frame:1.51e+06 wall_t:12564 t:94375 epi:nan +opt_step:282939 lr:0.0003 alpha:0.006738 +2026-02-13 14:26:32 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_tennis_t0_s2 [train] +total_reward:-206.74 total_reward_ma:-236.43 loss:-2.308 fps:120.1 +frame:1.52e+06 wall_t:12653 t:95000 epi:nan +opt_step:284814 lr:0.0003 alpha:0.006738 +2026-02-13 14:28:02 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_tennis_t0_s2 [train] +total_reward:-206.74 total_reward_ma:-238.26 loss:-2.291 fps:120.1 +frame:1.53e+06 wall_t:12742 t:95625 epi:nan +opt_step:286689 lr:0.0003 alpha:0.006738 +2026-02-13 14:29:32 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_tennis_t0_s2 [train] +total_reward:-206.74 total_reward_ma:-240.09 loss:-2.26 fps:120 +frame:1.54e+06 wall_t:12832 t:96250 epi:nan +opt_step:288564 lr:0.0003 alpha:0.006738 +2026-02-13 14:31:00 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_tennis_t0_s2 [train] +total_reward:-206.74 total_reward_ma:-241.92 loss:-2.234 fps:120 +frame:1.55e+06 wall_t:12921 t:96875 epi:nan +opt_step:290439 lr:0.0003 alpha:0.006738 +2026-02-13 14:32:30 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_tennis_t0_s2 [train] +total_reward:-206.74 total_reward_ma:-243.74 loss:-2.21 fps:119.9 +frame:1.56e+06 wall_t:13010 t:97500 epi:nan +opt_step:292314 lr:0.0003 alpha:0.006738 +2026-02-13 14:33:58 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_tennis_t0_s2 [train] +total_reward:-206.74 total_reward_ma:-245.57 loss:-2.183 fps:119.9 +frame:1.57e+06 wall_t:13098 t:98125 epi:nan +opt_step:294189 lr:0.0003 alpha:0.006738 +2026-02-13 14:35:27 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_tennis_t0_s2 [train] +total_reward:-206.74 total_reward_ma:-247.40 loss:-2.162 fps:119.8 +frame:1.58e+06 wall_t:13187 t:98750 epi:nan +opt_step:296064 lr:0.0003 alpha:0.006738 +2026-02-13 14:36:56 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_tennis_t0_s2 [train] +total_reward:-206.74 total_reward_ma:-249.23 loss:-2.142 fps:119.8 +frame:1.59e+06 wall_t:13276 t:99375 epi:nan +opt_step:297939 lr:0.0003 alpha:0.006738 +2026-02-13 14:38:25 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_tennis_t0_s2 [train] +total_reward:-206.74 total_reward_ma:-251.06 loss:-2.123 fps:119.7 +frame:1.60e+06 wall_t:13366 t:100000 epi:nan +opt_step:299814 lr:0.0003 alpha:0.006738 +2026-02-13 14:39:54 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_tennis_t0_s2 [train] +total_reward:-201.06 total_reward_ma:-252.83 loss:-2.11 fps:119.7 +frame:1.61e+06 wall_t:13454 t:100625 epi:nan +opt_step:301689 lr:0.0003 alpha:0.006738 +2026-02-13 14:41:21 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_tennis_t0_s2 [train] +total_reward:-201.06 total_reward_ma:-254.60 loss:-2.105 fps:119.6 +frame:1.62e+06 wall_t:13542 t:101250 epi:nan +opt_step:303564 lr:0.0003 alpha:0.006738 +2026-02-13 14:42:50 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_tennis_t0_s2 [train] +total_reward:-201.06 total_reward_ma:-256.37 loss:-2.096 fps:119.6 +frame:1.63e+06 wall_t:13630 t:101875 epi:nan +opt_step:305439 lr:0.0003 alpha:0.006738 +2026-02-13 14:44:19 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_tennis_t0_s2 [train] +total_reward:-201.06 total_reward_ma:-258.14 loss:-2.099 fps:119.5 +frame:1.64e+06 wall_t:13719 t:102500 epi:nan +opt_step:307314 lr:0.0003 alpha:0.006738 +2026-02-13 14:45:47 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_tennis_t0_s2 [train] +total_reward:-201.06 total_reward_ma:-259.91 loss:-2.105 fps:119.5 +frame:1.65e+06 wall_t:13807 t:103125 epi:nan +opt_step:309189 lr:0.0003 alpha:0.006738 +2026-02-13 14:47:16 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_tennis_t0_s2 [train] +total_reward:-201.06 total_reward_ma:-261.69 loss:-2.099 fps:119.5 +frame:1.66e+06 wall_t:13897 t:103750 epi:nan +opt_step:311064 lr:0.0003 alpha:0.006738 +2026-02-13 14:48:45 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_tennis_t0_s2 [train] +total_reward:-190.35 total_reward_ma:-263.35 loss:-2.108 fps:119.4 +frame:1.67e+06 wall_t:13986 t:104375 epi:nan +opt_step:312939 lr:0.0003 alpha:0.006738 +2026-02-13 14:50:15 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_tennis_t0_s2 [train] +total_reward:-185.46 total_reward_ma:-264.96 loss:-2.109 fps:119.4 +frame:1.68e+06 wall_t:14075 t:105000 epi:nan +opt_step:314814 lr:0.0003 alpha:0.006738 +2026-02-13 14:51:42 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_tennis_t0_s2 [train] +total_reward:-176.59 total_reward_ma:-266.49 loss:-2.119 fps:119.3 +frame:1.69e+06 wall_t:14162 t:105625 epi:nan +opt_step:316689 lr:0.0003 alpha:0.006738 +2026-02-13 14:53:11 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_tennis_t0_s2 [train] +total_reward:-164.70 total_reward_ma:-267.90 loss:-2.171 fps:119.3 +frame:1.70e+06 wall_t:14252 t:106250 epi:nan +opt_step:318564 lr:0.0003 alpha:0.006738 +2026-02-13 14:54:40 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_tennis_t0_s2 [train] +total_reward:-158.67 total_reward_ma:-269.25 loss:-2.209 fps:119.2 +frame:1.71e+06 wall_t:14341 t:106875 epi:nan +opt_step:320439 lr:0.0003 alpha:0.006738 +2026-02-13 14:56:09 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_tennis_t0_s2 [train] +total_reward:-154.98 total_reward_ma:-270.56 loss:-2.267 fps:119.2 +frame:1.72e+06 wall_t:14430 t:107500 epi:nan +opt_step:322314 lr:0.0003 alpha:0.006738 +2026-02-13 14:57:38 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_tennis_t0_s2 [train] +total_reward:-154.98 total_reward_ma:-271.87 loss:-2.305 fps:119.2 +frame:1.73e+06 wall_t:14518 t:108125 epi:nan +opt_step:324189 lr:0.0003 alpha:0.006738 +2026-02-13 14:59:05 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_tennis_t0_s2 [train] +total_reward:-154.98 total_reward_ma:-273.18 loss:-2.332 fps:119.1 +frame:1.74e+06 wall_t:14606 t:108750 epi:nan +opt_step:326064 lr:0.0003 alpha:0.006738 +2026-02-13 15:00:34 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_tennis_t0_s2 [train] +total_reward:-154.98 total_reward_ma:-274.49 loss:-2.376 fps:119.1 +frame:1.75e+06 wall_t:14694 t:109375 epi:nan +opt_step:327939 lr:0.0003 alpha:0.006738 +2026-02-13 15:02:03 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_tennis_t0_s2 [train] +total_reward:-154.98 total_reward_ma:-275.80 loss:-2.364 fps:119 +frame:1.76e+06 wall_t:14784 t:110000 epi:nan +opt_step:329814 lr:0.0003 alpha:0.006738 +2026-02-13 15:03:32 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_tennis_t0_s2 [train] +total_reward:-154.98 total_reward_ma:-277.11 loss:-2.346 fps:119 +frame:1.77e+06 wall_t:14872 t:110625 epi:nan +opt_step:331689 lr:0.0003 alpha:0.006738 +2026-02-13 15:05:01 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_tennis_t0_s2 [train] +total_reward:-151.45 total_reward_ma:-278.38 loss:-2.362 fps:119 +frame:1.78e+06 wall_t:14961 t:111250 epi:nan +opt_step:333564 lr:0.0003 alpha:0.006738 +2026-02-13 15:06:31 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_tennis_t0_s2 [train] +total_reward:-148.13 total_reward_ma:-276.72 loss:-2.379 fps:118.9 +frame:1.79e+06 wall_t:15051 t:111875 epi:nan +opt_step:335439 lr:0.0003 alpha:0.006738 +2026-02-13 15:08:00 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_tennis_t0_s2 [train] +total_reward:-148.13 total_reward_ma:-275.04 loss:-2.361 fps:118.9 +frame:1.80e+06 wall_t:15141 t:112500 epi:nan +opt_step:337314 lr:0.0003 alpha:0.006738 +2026-02-13 15:09:29 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_tennis_t0_s2 [train] +total_reward:-148.13 total_reward_ma:-273.26 loss:-2.37 fps:118.9 +frame:1.81e+06 wall_t:15229 t:113125 epi:nan +opt_step:339189 lr:0.0003 alpha:0.006738 +2026-02-13 15:10:58 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_tennis_t0_s2 [train] +total_reward:-148.13 total_reward_ma:-271.42 loss:-2.372 fps:118.8 +frame:1.82e+06 wall_t:15318 t:113750 epi:nan +opt_step:341064 lr:0.0003 alpha:0.006738 +2026-02-13 15:12:26 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_tennis_t0_s2 [train] +total_reward:-148.13 total_reward_ma:-269.53 loss:-2.363 fps:118.8 +frame:1.83e+06 wall_t:15406 t:114375 epi:nan +opt_step:342939 lr:0.0003 alpha:0.006738 +2026-02-13 15:13:54 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_tennis_t0_s2 [train] +total_reward:-144.91 total_reward_ma:-267.58 loss:-2.366 fps:118.7 +frame:1.84e+06 wall_t:15495 t:115000 epi:nan +opt_step:344814 lr:0.0003 alpha:0.006738 +2026-02-13 15:15:23 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_tennis_t0_s2 [train] +total_reward:-144.91 total_reward_ma:-265.62 loss:-2.357 fps:118.7 +frame:1.85e+06 wall_t:15584 t:115625 epi:nan +opt_step:346689 lr:0.0003 alpha:0.006738 +2026-02-13 15:16:53 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_tennis_t0_s2 [train] +total_reward:-144.91 total_reward_ma:-263.62 loss:-2.323 fps:118.7 +frame:1.86e+06 wall_t:15673 t:116250 epi:nan +opt_step:348564 lr:0.0003 alpha:0.006738 +2026-02-13 15:18:20 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_tennis_t0_s2 [train] +total_reward:-142.21 total_reward_ma:-261.60 loss:-2.31 fps:118.6 +frame:1.87e+06 wall_t:15761 t:116875 epi:nan +opt_step:350439 lr:0.0003 alpha:0.006738 +2026-02-13 15:19:49 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_tennis_t0_s2 [train] +total_reward:-142.21 total_reward_ma:-259.57 loss:-2.331 fps:118.6 +frame:1.88e+06 wall_t:15849 t:117500 epi:nan +opt_step:352314 lr:0.0003 alpha:0.006738 +2026-02-13 15:21:18 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_tennis_t0_s2 [train] +total_reward:-142.21 total_reward_ma:-257.55 loss:-2.308 fps:118.6 +frame:1.89e+06 wall_t:15938 t:118125 epi:nan +opt_step:354189 lr:0.0003 alpha:0.006738 +2026-02-13 15:22:47 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_tennis_t0_s2 [train] +total_reward:-142.21 total_reward_ma:-255.52 loss:-2.317 fps:118.5 +frame:1.90e+06 wall_t:16027 t:118750 epi:nan +opt_step:356064 lr:0.0003 alpha:0.006738 +2026-02-13 15:24:15 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_tennis_t0_s2 [train] +total_reward:-142.21 total_reward_ma:-253.42 loss:-2.316 fps:118.5 +frame:1.91e+06 wall_t:16116 t:119375 epi:nan +opt_step:357939 lr:0.0003 alpha:0.006738 +2026-02-13 15:25:45 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_tennis_t0_s2 [train] +total_reward:-142.21 total_reward_ma:-251.27 loss:-2.277 fps:118.5 +frame:1.92e+06 wall_t:16206 t:120000 epi:nan +opt_step:359814 lr:0.0003 alpha:0.006738 +2026-02-13 15:27:14 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_tennis_t0_s2 [train] +total_reward:-142.21 total_reward_ma:-249.11 loss:-2.251 fps:118.4 +frame:1.93e+06 wall_t:16295 t:120625 epi:nan +opt_step:361689 lr:0.0003 alpha:0.006738 +2026-02-13 15:28:44 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_tennis_t0_s2 [train] +total_reward:-142.21 total_reward_ma:-246.96 loss:-2.231 fps:118.4 +frame:1.94e+06 wall_t:16384 t:121250 epi:nan +opt_step:363564 lr:0.0003 alpha:0.006738 +2026-02-13 15:30:12 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_tennis_t0_s2 [train] +total_reward:-142.21 total_reward_ma:-244.80 loss:-2.24 fps:118.4 +frame:1.95e+06 wall_t:16472 t:121875 epi:nan +opt_step:365439 lr:0.0003 alpha:0.006738 +2026-02-13 15:31:42 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_tennis_t0_s2 [train] +total_reward:-142.21 total_reward_ma:-242.65 loss:-2.219 fps:118.3 +frame:1.96e+06 wall_t:16563 t:122500 epi:nan +opt_step:367314 lr:0.0003 alpha:0.006738 +2026-02-13 15:33:10 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_tennis_t0_s2 [train] +total_reward:-142.21 total_reward_ma:-240.49 loss:-2.185 fps:118.3 +frame:1.97e+06 wall_t:16651 t:123125 epi:nan +opt_step:369189 lr:0.0003 alpha:0.006738 +2026-02-13 15:34:40 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_tennis_t0_s2 [train] +total_reward:-142.21 total_reward_ma:-238.23 loss:-2.158 fps:118.3 +frame:1.98e+06 wall_t:16740 t:123750 epi:nan +opt_step:371064 lr:0.0003 alpha:0.006738 +2026-02-13 15:36:07 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_tennis_t0_s2 [train] +total_reward:-142.21 total_reward_ma:-235.97 loss:-2.155 fps:118.3 +frame:1.99e+06 wall_t:16828 t:124375 epi:nan +opt_step:372939 lr:0.0003 alpha:0.006738 +2026-02-13 15:37:35 | INFO | PID:1433 | slm_lab.agent:log_summary | Trial 0 session 2 sac_atari_tennis_t0_s2 [train] +total_reward:-142.21 total_reward_ma:-233.59 loss:-2.138 fps:118.2 +frame:2.00e+06 wall_t:16916 t:125000 epi:nan +opt_step:374814 lr:0.0003 alpha:0.006738 +2026-02-13 15:37:36 | INFO | PID:1433 | slm_lab.lib.logger:info | Session 2 done diff --git a/data/sac_atari_tennis_2026_02_13_105531/log/sac_atari_tennis_t0_s3.log b/data/sac_atari_tennis_2026_02_13_105531/log/sac_atari_tennis_t0_s3.log new file mode 100644 index 0000000000000000000000000000000000000000..db5abf326c07e8887533b4a54ad7436d4c417393 --- /dev/null +++ b/data/sac_atari_tennis_2026_02_13_105531/log/sac_atari_tennis_t0_s3.log @@ -0,0 +1,802 @@ +2026-02-13 10:55:37 | INFO | PID:1434 | slm_lab.env:_make_vector_env | AtariVectorEnv: 16 envs, native preprocessing +2026-02-13 10:57:35 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_tennis_t0_s3 [train] +total_reward:nan total_reward_ma:nan loss:-19.31 fps:86.21 +frame:1.00e+04 wall_t:116 t:625 epi:nan +opt_step:1689 lr:0.0003 alpha:0.6309 +2026-02-13 10:58:54 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_tennis_t0_s3 [train] +total_reward:nan total_reward_ma:nan loss:-29.02 fps:102.6 +frame:2.00e+04 wall_t:195 t:1250 epi:nan +opt_step:3564 lr:0.0003 alpha:0.4034 +2026-02-13 11:00:13 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_tennis_t0_s3 [train] +total_reward:-23.86 total_reward_ma:-23.86 loss:-33.51 fps:109.9 +frame:3.00e+04 wall_t:273 t:1875 epi:nan +opt_step:5439 lr:0.0003 alpha:0.2642 +2026-02-13 11:01:32 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_tennis_t0_s3 [train] +total_reward:-23.80 total_reward_ma:-23.83 loss:-35.51 fps:113.3 +frame:4.00e+04 wall_t:353 t:2500 epi:nan +opt_step:7314 lr:0.0003 alpha:0.1745 +2026-02-13 11:02:51 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_tennis_t0_s3 [train] +total_reward:-23.81 total_reward_ma:-23.82 loss:-35.38 fps:116 +frame:5.00e+04 wall_t:431 t:3125 epi:nan +opt_step:9189 lr:0.0003 alpha:0.1156 +2026-02-13 11:04:10 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_tennis_t0_s3 [train] +total_reward:-23.87 total_reward_ma:-23.83 loss:-34.45 fps:117.6 +frame:6.00e+04 wall_t:510 t:3750 epi:nan +opt_step:11064 lr:0.0003 alpha:0.07679 +2026-02-13 11:05:28 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_tennis_t0_s3 [train] +total_reward:-23.88 total_reward_ma:-23.84 loss:-32.52 fps:118.8 +frame:7.00e+04 wall_t:589 t:4375 epi:nan +opt_step:12939 lr:0.0003 alpha:0.0511 +2026-02-13 11:06:47 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_tennis_t0_s3 [train] +total_reward:-23.90 total_reward_ma:-23.85 loss:-30.67 fps:119.8 +frame:8.00e+04 wall_t:668 t:5000 epi:nan +opt_step:14814 lr:0.0003 alpha:0.03407 +2026-02-13 11:08:06 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_tennis_t0_s3 [train] +total_reward:-23.89 total_reward_ma:-23.86 loss:-28.32 fps:120.5 +frame:9.00e+04 wall_t:747 t:5625 epi:nan +opt_step:16689 lr:0.0003 alpha:0.02275 +2026-02-13 11:09:26 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_tennis_t0_s3 [train] +total_reward:-23.90 total_reward_ma:-23.86 loss:-26.25 fps:121.1 +frame:1.00e+05 wall_t:826 t:6250 epi:nan +opt_step:18564 lr:0.0003 alpha:0.01523 +2026-02-13 11:10:45 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_tennis_t0_s3 [train] +total_reward:-23.90 total_reward_ma:-23.87 loss:-23.98 fps:121.5 +frame:1.10e+05 wall_t:905 t:6875 epi:nan +opt_step:20439 lr:0.0003 alpha:0.01022 +2026-02-13 11:12:04 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_tennis_t0_s3 [train] +total_reward:-23.89 total_reward_ma:-23.87 loss:-22.05 fps:122 +frame:1.20e+05 wall_t:984 t:7500 epi:nan +opt_step:22314 lr:0.0003 alpha:0.006872 +2026-02-13 11:13:23 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_tennis_t0_s3 [train] +total_reward:-23.89 total_reward_ma:-23.87 loss:-20.01 fps:122.2 +frame:1.30e+05 wall_t:1064 t:8125 epi:nan +opt_step:24189 lr:0.0003 alpha:0.006738 +2026-02-13 11:14:43 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_tennis_t0_s3 [train] +total_reward:-23.91 total_reward_ma:-23.87 loss:-18.35 fps:122.5 +frame:1.40e+05 wall_t:1143 t:8750 epi:nan +opt_step:26064 lr:0.0003 alpha:0.006738 +2026-02-13 11:16:02 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_tennis_t0_s3 [train] +total_reward:-23.91 total_reward_ma:-23.88 loss:-16.57 fps:122.7 +frame:1.50e+05 wall_t:1222 t:9375 epi:nan +opt_step:27939 lr:0.0003 alpha:0.006738 +2026-02-13 11:17:22 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_tennis_t0_s3 [train] +total_reward:-23.91 total_reward_ma:-23.88 loss:-15.31 fps:122.9 +frame:1.60e+05 wall_t:1302 t:10000 epi:nan +opt_step:29814 lr:0.0003 alpha:0.006738 +2026-02-13 11:18:41 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_tennis_t0_s3 [train] +total_reward:-23.91 total_reward_ma:-23.88 loss:-13.94 fps:123.1 +frame:1.70e+05 wall_t:1381 t:10625 epi:nan +opt_step:31689 lr:0.0003 alpha:0.006738 +2026-02-13 11:20:00 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_tennis_t0_s3 [train] +total_reward:-23.92 total_reward_ma:-23.88 loss:-12.79 fps:123.3 +frame:1.80e+05 wall_t:1460 t:11250 epi:nan +opt_step:33564 lr:0.0003 alpha:0.006738 +2026-02-13 11:21:20 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_tennis_t0_s3 [train] +total_reward:-23.92 total_reward_ma:-23.89 loss:-11.74 fps:123.4 +frame:1.90e+05 wall_t:1540 t:11875 epi:nan +opt_step:35439 lr:0.0003 alpha:0.006738 +2026-02-13 11:22:39 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_tennis_t0_s3 [train] +total_reward:-23.92 total_reward_ma:-23.89 loss:-10.69 fps:123.5 +frame:2.00e+05 wall_t:1620 t:12500 epi:nan +opt_step:37314 lr:0.0003 alpha:0.006738 +2026-02-13 11:23:58 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_tennis_t0_s3 [train] +total_reward:-23.94 total_reward_ma:-23.89 loss:-9.741 fps:123.6 +frame:2.10e+05 wall_t:1699 t:13125 epi:nan +opt_step:39189 lr:0.0003 alpha:0.006738 +2026-02-13 11:25:18 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_tennis_t0_s3 [train] +total_reward:-23.95 total_reward_ma:-23.89 loss:-8.979 fps:123.7 +frame:2.20e+05 wall_t:1778 t:13750 epi:nan +opt_step:41064 lr:0.0003 alpha:0.006738 +2026-02-13 11:26:37 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_tennis_t0_s3 [train] +total_reward:-23.94 total_reward_ma:-23.90 loss:-8.095 fps:123.9 +frame:2.30e+05 wall_t:1857 t:14375 epi:nan +opt_step:42939 lr:0.0003 alpha:0.006738 +2026-02-13 11:27:57 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_tennis_t0_s3 [train] +total_reward:-23.93 total_reward_ma:-23.90 loss:-7.507 fps:123.9 +frame:2.40e+05 wall_t:1937 t:15000 epi:nan +opt_step:44814 lr:0.0003 alpha:0.006738 +2026-02-13 11:29:16 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_tennis_t0_s3 [train] +total_reward:-23.92 total_reward_ma:-23.90 loss:-6.882 fps:124 +frame:2.50e+05 wall_t:2016 t:15625 epi:nan +opt_step:46689 lr:0.0003 alpha:0.006738 +2026-02-13 11:30:36 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_tennis_t0_s3 [train] +total_reward:-23.93 total_reward_ma:-23.90 loss:-6.338 fps:124 +frame:2.60e+05 wall_t:2096 t:16250 epi:nan +opt_step:48564 lr:0.0003 alpha:0.006738 +2026-02-13 11:31:55 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_tennis_t0_s3 [train] +total_reward:-23.94 total_reward_ma:-23.90 loss:-5.785 fps:124.1 +frame:2.70e+05 wall_t:2175 t:16875 epi:nan +opt_step:50439 lr:0.0003 alpha:0.006738 +2026-02-13 11:33:14 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_tennis_t0_s3 [train] +total_reward:-23.94 total_reward_ma:-23.90 loss:-5.343 fps:124.2 +frame:2.80e+05 wall_t:2254 t:17500 epi:nan +opt_step:52314 lr:0.0003 alpha:0.006738 +2026-02-13 11:34:33 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_tennis_t0_s3 [train] +total_reward:-23.95 total_reward_ma:-23.90 loss:-4.949 fps:124.3 +frame:2.90e+05 wall_t:2334 t:18125 epi:nan +opt_step:54189 lr:0.0003 alpha:0.006738 +2026-02-13 11:35:52 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_tennis_t0_s3 [train] +total_reward:-23.95 total_reward_ma:-23.91 loss:-4.619 fps:124.3 +frame:3.00e+05 wall_t:2413 t:18750 epi:nan +opt_step:56064 lr:0.0003 alpha:0.006738 +2026-02-13 11:37:12 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_tennis_t0_s3 [train] +total_reward:-23.95 total_reward_ma:-23.91 loss:-4.357 fps:124.4 +frame:3.10e+05 wall_t:2492 t:19375 epi:nan +opt_step:57939 lr:0.0003 alpha:0.006738 +2026-02-13 11:38:31 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_tennis_t0_s3 [train] +total_reward:-23.95 total_reward_ma:-23.91 loss:-4.148 fps:124.4 +frame:3.20e+05 wall_t:2572 t:20000 epi:nan +opt_step:59814 lr:0.0003 alpha:0.006738 +2026-02-13 11:39:50 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_tennis_t0_s3 [train] +total_reward:-23.95 total_reward_ma:-23.91 loss:-3.956 fps:124.5 +frame:3.30e+05 wall_t:2650 t:20625 epi:nan +opt_step:61689 lr:0.0003 alpha:0.006738 +2026-02-13 11:41:09 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_tennis_t0_s3 [train] +total_reward:-23.95 total_reward_ma:-23.91 loss:-3.836 fps:124.6 +frame:3.40e+05 wall_t:2729 t:21250 epi:nan +opt_step:63564 lr:0.0003 alpha:0.006738 +2026-02-13 11:42:28 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_tennis_t0_s3 [train] +total_reward:-23.95 total_reward_ma:-23.91 loss:-3.705 fps:124.6 +frame:3.50e+05 wall_t:2808 t:21875 epi:nan +opt_step:65439 lr:0.0003 alpha:0.006738 +2026-02-13 11:43:48 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_tennis_t0_s3 [train] +total_reward:-23.95 total_reward_ma:-23.91 loss:-3.563 fps:124.7 +frame:3.60e+05 wall_t:2888 t:22500 epi:nan +opt_step:67314 lr:0.0003 alpha:0.006738 +2026-02-13 11:45:07 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_tennis_t0_s3 [train] +total_reward:-23.95 total_reward_ma:-23.91 loss:-3.447 fps:124.7 +frame:3.70e+05 wall_t:2967 t:23125 epi:nan +opt_step:69189 lr:0.0003 alpha:0.006738 +2026-02-13 11:46:26 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_tennis_t0_s3 [train] +total_reward:-23.95 total_reward_ma:-23.92 loss:-3.284 fps:124.7 +frame:3.80e+05 wall_t:3047 t:23750 epi:nan +opt_step:71064 lr:0.0003 alpha:0.006738 +2026-02-13 11:47:46 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_tennis_t0_s3 [train] +total_reward:-23.95 total_reward_ma:-23.92 loss:-3.197 fps:124.8 +frame:3.90e+05 wall_t:3126 t:24375 epi:nan +opt_step:72939 lr:0.0003 alpha:0.006738 +2026-02-13 11:49:05 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_tennis_t0_s3 [train] +total_reward:-23.96 total_reward_ma:-23.92 loss:-3.143 fps:124.8 +frame:4.00e+05 wall_t:3206 t:25000 epi:nan +opt_step:74814 lr:0.0003 alpha:0.006738 +2026-02-13 11:50:24 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_tennis_t0_s3 [train] +total_reward:-23.96 total_reward_ma:-23.92 loss:-3.061 fps:124.8 +frame:4.10e+05 wall_t:3285 t:25625 epi:nan +opt_step:76689 lr:0.0003 alpha:0.006738 +2026-02-13 11:51:44 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_tennis_t0_s3 [train] +total_reward:-23.98 total_reward_ma:-23.92 loss:-2.946 fps:124.9 +frame:4.20e+05 wall_t:3364 t:26250 epi:nan +opt_step:78564 lr:0.0003 alpha:0.006738 +2026-02-13 11:53:02 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_tennis_t0_s3 [train] +total_reward:-23.98 total_reward_ma:-23.92 loss:-2.865 fps:124.9 +frame:4.30e+05 wall_t:3443 t:26875 epi:nan +opt_step:80439 lr:0.0003 alpha:0.006738 +2026-02-13 11:54:23 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_tennis_t0_s3 [train] +total_reward:-23.99 total_reward_ma:-23.92 loss:-2.768 fps:124.9 +frame:4.40e+05 wall_t:3523 t:27500 epi:nan +opt_step:82314 lr:0.0003 alpha:0.006738 +2026-02-13 11:55:43 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_tennis_t0_s3 [train] +total_reward:-23.99 total_reward_ma:-23.93 loss:-2.724 fps:124.9 +frame:4.50e+05 wall_t:3604 t:28125 epi:nan +opt_step:84189 lr:0.0003 alpha:0.006738 +2026-02-13 11:57:02 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_tennis_t0_s3 [train] +total_reward:-23.99 total_reward_ma:-23.93 loss:-2.608 fps:124.9 +frame:4.60e+05 wall_t:3683 t:28750 epi:nan +opt_step:86064 lr:0.0003 alpha:0.006738 +2026-02-13 11:58:22 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_tennis_t0_s3 [train] +total_reward:-23.99 total_reward_ma:-23.93 loss:-2.603 fps:124.9 +frame:4.70e+05 wall_t:3762 t:29375 epi:nan +opt_step:87939 lr:0.0003 alpha:0.006738 +2026-02-13 11:59:41 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_tennis_t0_s3 [train] +total_reward:-23.99 total_reward_ma:-23.93 loss:-2.588 fps:124.9 +frame:4.80e+05 wall_t:3842 t:30000 epi:nan +opt_step:89814 lr:0.0003 alpha:0.006738 +2026-02-13 12:01:01 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_tennis_t0_s3 [train] +total_reward:-23.99 total_reward_ma:-23.93 loss:-2.515 fps:125 +frame:4.90e+05 wall_t:3921 t:30625 epi:nan +opt_step:91689 lr:0.0003 alpha:0.006738 +2026-02-13 12:02:19 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_tennis_t0_s3 [train] +total_reward:-23.99 total_reward_ma:-23.93 loss:-2.574 fps:125 +frame:5.00e+05 wall_t:4000 t:31250 epi:nan +opt_step:93564 lr:0.0003 alpha:0.006738 +2026-02-13 12:03:39 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_tennis_t0_s3 [train] +total_reward:-23.99 total_reward_ma:-23.93 loss:-2.449 fps:125 +frame:5.10e+05 wall_t:4079 t:31875 epi:nan +opt_step:95439 lr:0.0003 alpha:0.006738 +2026-02-13 12:04:58 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_tennis_t0_s3 [train] +total_reward:-23.99 total_reward_ma:-23.93 loss:-2.407 fps:125.1 +frame:5.20e+05 wall_t:4158 t:32500 epi:nan +opt_step:97314 lr:0.0003 alpha:0.006738 +2026-02-13 12:06:17 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_tennis_t0_s3 [train] +total_reward:-23.99 total_reward_ma:-23.94 loss:-2.529 fps:125.1 +frame:5.30e+05 wall_t:4237 t:33125 epi:nan +opt_step:99189 lr:0.0003 alpha:0.006738 +2026-02-13 12:07:36 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_tennis_t0_s3 [train] +total_reward:-23.99 total_reward_ma:-23.94 loss:-2.469 fps:125.1 +frame:5.40e+05 wall_t:4316 t:33750 epi:nan +opt_step:101064 lr:0.0003 alpha:0.006738 +2026-02-13 12:08:55 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_tennis_t0_s3 [train] +total_reward:-24.00 total_reward_ma:-23.94 loss:-2.408 fps:125.1 +frame:5.50e+05 wall_t:4395 t:34375 epi:nan +opt_step:102939 lr:0.0003 alpha:0.006738 +2026-02-13 12:10:14 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_tennis_t0_s3 [train] +total_reward:-24.00 total_reward_ma:-23.94 loss:-2.386 fps:125.2 +frame:5.60e+05 wall_t:4474 t:35000 epi:nan +opt_step:104814 lr:0.0003 alpha:0.006738 +2026-02-13 12:11:33 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_tennis_t0_s3 [train] +total_reward:-24.00 total_reward_ma:-23.94 loss:-2.557 fps:125.2 +frame:5.70e+05 wall_t:4553 t:35625 epi:nan +opt_step:106689 lr:0.0003 alpha:0.006738 +2026-02-13 12:12:51 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_tennis_t0_s3 [train] +total_reward:-24.00 total_reward_ma:-23.94 loss:-2.493 fps:125.2 +frame:5.80e+05 wall_t:4632 t:36250 epi:nan +opt_step:108564 lr:0.0003 alpha:0.006738 +2026-02-13 12:14:11 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_tennis_t0_s3 [train] +total_reward:-24.00 total_reward_ma:-23.94 loss:-2.635 fps:125.2 +frame:5.90e+05 wall_t:4711 t:36875 epi:nan +opt_step:110439 lr:0.0003 alpha:0.006738 +2026-02-13 12:15:29 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_tennis_t0_s3 [train] +total_reward:-24.00 total_reward_ma:-23.94 loss:-2.642 fps:125.3 +frame:6.00e+05 wall_t:4790 t:37500 epi:nan +opt_step:112314 lr:0.0003 alpha:0.006738 +2026-02-13 12:16:48 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_tennis_t0_s3 [train] +total_reward:-24.00 total_reward_ma:-23.94 loss:-2.504 fps:125.3 +frame:6.10e+05 wall_t:4868 t:38125 epi:nan +opt_step:114189 lr:0.0003 alpha:0.006738 +2026-02-13 12:18:08 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_tennis_t0_s3 [train] +total_reward:-24.00 total_reward_ma:-23.94 loss:-2.792 fps:125.3 +frame:6.20e+05 wall_t:4948 t:38750 epi:nan +opt_step:116064 lr:0.0003 alpha:0.006738 +2026-02-13 12:19:28 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_tennis_t0_s3 [train] +total_reward:-24.00 total_reward_ma:-23.95 loss:-2.759 fps:125.3 +frame:6.30e+05 wall_t:5028 t:39375 epi:nan +opt_step:117939 lr:0.0003 alpha:0.006738 +2026-02-13 12:20:48 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_tennis_t0_s3 [train] +total_reward:-24.00 total_reward_ma:-23.95 loss:-2.597 fps:125.3 +frame:6.40e+05 wall_t:5108 t:40000 epi:nan +opt_step:119814 lr:0.0003 alpha:0.006738 +2026-02-13 12:22:07 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_tennis_t0_s3 [train] +total_reward:-24.00 total_reward_ma:-23.95 loss:-2.655 fps:125.3 +frame:6.50e+05 wall_t:5187 t:40625 epi:nan +opt_step:121689 lr:0.0003 alpha:0.006738 +2026-02-13 12:23:26 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_tennis_t0_s3 [train] +total_reward:-24.00 total_reward_ma:-23.95 loss:-2.875 fps:125.3 +frame:6.60e+05 wall_t:5267 t:41250 epi:nan +opt_step:123564 lr:0.0003 alpha:0.006738 +2026-02-13 12:24:46 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_tennis_t0_s3 [train] +total_reward:-24.00 total_reward_ma:-23.95 loss:-2.824 fps:125.3 +frame:6.70e+05 wall_t:5346 t:41875 epi:nan +opt_step:125439 lr:0.0003 alpha:0.006738 +2026-02-13 12:26:05 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_tennis_t0_s3 [train] +total_reward:-24.00 total_reward_ma:-23.95 loss:-3.114 fps:125.3 +frame:6.80e+05 wall_t:5426 t:42500 epi:nan +opt_step:127314 lr:0.0003 alpha:0.006738 +2026-02-13 12:27:25 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_tennis_t0_s3 [train] +total_reward:-24.00 total_reward_ma:-23.95 loss:-2.811 fps:125.3 +frame:6.90e+05 wall_t:5505 t:43125 epi:nan +opt_step:129189 lr:0.0003 alpha:0.006738 +2026-02-13 12:28:44 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_tennis_t0_s3 [train] +total_reward:-24.00 total_reward_ma:-23.95 loss:-2.995 fps:125.4 +frame:7.00e+05 wall_t:5584 t:43750 epi:nan +opt_step:131064 lr:0.0003 alpha:0.006738 +2026-02-13 12:30:03 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_tennis_t0_s3 [train] +total_reward:-24.00 total_reward_ma:-23.95 loss:-2.887 fps:125.4 +frame:7.10e+05 wall_t:5663 t:44375 epi:nan +opt_step:132939 lr:0.0003 alpha:0.006738 +2026-02-13 12:31:21 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_tennis_t0_s3 [train] +total_reward:-24.00 total_reward_ma:-23.95 loss:-2.708 fps:125.4 +frame:7.20e+05 wall_t:5742 t:45000 epi:nan +opt_step:134814 lr:0.0003 alpha:0.006738 +2026-02-13 12:32:41 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_tennis_t0_s3 [train] +total_reward:-23.99 total_reward_ma:-23.95 loss:-2.81 fps:125.4 +frame:7.30e+05 wall_t:5821 t:45625 epi:nan +opt_step:136689 lr:0.0003 alpha:0.006738 +2026-02-13 12:34:00 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_tennis_t0_s3 [train] +total_reward:-23.98 total_reward_ma:-23.95 loss:-2.818 fps:125.4 +frame:7.40e+05 wall_t:5900 t:46250 epi:nan +opt_step:138564 lr:0.0003 alpha:0.006738 +2026-02-13 12:35:18 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_tennis_t0_s3 [train] +total_reward:-23.98 total_reward_ma:-23.95 loss:-2.685 fps:125.4 +frame:7.50e+05 wall_t:5979 t:46875 epi:nan +opt_step:140439 lr:0.0003 alpha:0.006738 +2026-02-13 12:36:37 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_tennis_t0_s3 [train] +total_reward:-23.98 total_reward_ma:-23.95 loss:-2.679 fps:125.5 +frame:7.60e+05 wall_t:6058 t:47500 epi:nan +opt_step:142314 lr:0.0003 alpha:0.006738 +2026-02-13 12:37:57 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_tennis_t0_s3 [train] +total_reward:-23.98 total_reward_ma:-23.95 loss:-2.498 fps:125.5 +frame:7.70e+05 wall_t:6137 t:48125 epi:nan +opt_step:144189 lr:0.0003 alpha:0.006738 +2026-02-13 12:39:16 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_tennis_t0_s3 [train] +total_reward:-23.97 total_reward_ma:-23.95 loss:-2.607 fps:125.5 +frame:7.80e+05 wall_t:6216 t:48750 epi:nan +opt_step:146064 lr:0.0003 alpha:0.006738 +2026-02-13 12:40:34 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_tennis_t0_s3 [train] +total_reward:-23.97 total_reward_ma:-23.96 loss:-2.358 fps:125.5 +frame:7.90e+05 wall_t:6295 t:49375 epi:nan +opt_step:147939 lr:0.0003 alpha:0.006738 +2026-02-13 12:41:54 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_tennis_t0_s3 [train] +total_reward:-23.97 total_reward_ma:-23.96 loss:-2.452 fps:125.5 +frame:8.00e+05 wall_t:6374 t:50000 epi:nan +opt_step:149814 lr:0.0003 alpha:0.006738 +2026-02-13 12:43:13 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_tennis_t0_s3 [train] +total_reward:-23.97 total_reward_ma:-23.96 loss:-2.443 fps:125.5 +frame:8.10e+05 wall_t:6453 t:50625 epi:nan +opt_step:151689 lr:0.0003 alpha:0.006738 +2026-02-13 12:44:32 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_tennis_t0_s3 [train] +total_reward:-23.97 total_reward_ma:-23.96 loss:-2.297 fps:125.5 +frame:8.20e+05 wall_t:6532 t:51250 epi:nan +opt_step:153564 lr:0.0003 alpha:0.006738 +2026-02-13 12:45:50 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_tennis_t0_s3 [train] +total_reward:-23.97 total_reward_ma:-23.96 loss:-2.333 fps:125.5 +frame:8.30e+05 wall_t:6611 t:51875 epi:nan +opt_step:155439 lr:0.0003 alpha:0.006738 +2026-02-13 12:47:10 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_tennis_t0_s3 [train] +total_reward:-23.96 total_reward_ma:-23.96 loss:-2.316 fps:125.6 +frame:8.40e+05 wall_t:6690 t:52500 epi:nan +opt_step:157314 lr:0.0003 alpha:0.006738 +2026-02-13 12:48:29 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_tennis_t0_s3 [train] +total_reward:-23.96 total_reward_ma:-23.96 loss:-2.236 fps:125.6 +frame:8.50e+05 wall_t:6769 t:53125 epi:nan +opt_step:159189 lr:0.0003 alpha:0.006738 +2026-02-13 12:49:47 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_tennis_t0_s3 [train] +total_reward:-23.95 total_reward_ma:-23.96 loss:-2.209 fps:125.6 +frame:8.60e+05 wall_t:6847 t:53750 epi:nan +opt_step:161064 lr:0.0003 alpha:0.006738 +2026-02-13 12:51:06 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_tennis_t0_s3 [train] +total_reward:-23.94 total_reward_ma:-23.96 loss:-2.214 fps:125.6 +frame:8.70e+05 wall_t:6927 t:54375 epi:nan +opt_step:162939 lr:0.0003 alpha:0.006738 +2026-02-13 12:52:25 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_tennis_t0_s3 [train] +total_reward:-23.94 total_reward_ma:-23.96 loss:-2.135 fps:125.6 +frame:8.80e+05 wall_t:7006 t:55000 epi:nan +opt_step:164814 lr:0.0003 alpha:0.006738 +2026-02-13 12:53:46 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_tennis_t0_s3 [train] +total_reward:-23.94 total_reward_ma:-23.96 loss:-2.125 fps:125.6 +frame:8.90e+05 wall_t:7086 t:55625 epi:nan +opt_step:166689 lr:0.0003 alpha:0.006738 +2026-02-13 12:55:04 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_tennis_t0_s3 [train] +total_reward:-23.94 total_reward_ma:-23.96 loss:-2.185 fps:125.6 +frame:9.00e+05 wall_t:7164 t:56250 epi:nan +opt_step:168564 lr:0.0003 alpha:0.006738 +2026-02-13 12:56:24 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_tennis_t0_s3 [train] +total_reward:-23.94 total_reward_ma:-23.95 loss:-2.038 fps:125.6 +frame:9.10e+05 wall_t:7244 t:56875 epi:nan +opt_step:170439 lr:0.0003 alpha:0.006738 +2026-02-13 12:57:46 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_tennis_t0_s3 [train] +total_reward:-23.93 total_reward_ma:-23.95 loss:-1.952 fps:125.6 +frame:9.20e+05 wall_t:7326 t:57500 epi:nan +opt_step:172314 lr:0.0003 alpha:0.006738 +2026-02-13 12:59:14 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_tennis_t0_s3 [train] +total_reward:-23.93 total_reward_ma:-23.95 loss:-1.964 fps:125.4 +frame:9.30e+05 wall_t:7414 t:58125 epi:nan +opt_step:174189 lr:0.0003 alpha:0.006738 +2026-02-13 13:00:42 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_tennis_t0_s3 [train] +total_reward:-23.93 total_reward_ma:-23.95 loss:-2.049 fps:125.3 +frame:9.40e+05 wall_t:7502 t:58750 epi:nan +opt_step:176064 lr:0.0003 alpha:0.006738 +2026-02-13 13:02:10 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_tennis_t0_s3 [train] +total_reward:-23.93 total_reward_ma:-23.95 loss:-2.069 fps:125.1 +frame:9.50e+05 wall_t:7591 t:59375 epi:nan +opt_step:177939 lr:0.0003 alpha:0.006738 +2026-02-13 13:03:38 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_tennis_t0_s3 [train] +total_reward:-23.93 total_reward_ma:-23.95 loss:-1.844 fps:125 +frame:9.60e+05 wall_t:7679 t:60000 epi:nan +opt_step:179814 lr:0.0003 alpha:0.006738 +2026-02-13 13:05:06 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_tennis_t0_s3 [train] +total_reward:-23.93 total_reward_ma:-23.95 loss:-1.97 fps:124.9 +frame:9.70e+05 wall_t:7767 t:60625 epi:nan +opt_step:181689 lr:0.0003 alpha:0.006738 +2026-02-13 13:06:35 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_tennis_t0_s3 [train] +total_reward:-23.92 total_reward_ma:-23.95 loss:-1.861 fps:124.8 +frame:9.80e+05 wall_t:7855 t:61250 epi:nan +opt_step:183564 lr:0.0003 alpha:0.006738 +2026-02-13 13:08:04 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_tennis_t0_s3 [train] +total_reward:-23.91 total_reward_ma:-23.95 loss:-1.823 fps:124.6 +frame:9.90e+05 wall_t:7945 t:61875 epi:nan +opt_step:185439 lr:0.0003 alpha:0.006738 +2026-02-13 13:09:34 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_tennis_t0_s3 [train] +total_reward:-23.91 total_reward_ma:-23.95 loss:-1.76 fps:124.5 +frame:1.00e+06 wall_t:8034 t:62500 epi:nan +opt_step:187314 lr:0.0003 alpha:0.006738 +2026-02-13 13:11:04 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_tennis_t0_s3 [train] +total_reward:-23.91 total_reward_ma:-23.95 loss:-1.754 fps:124.3 +frame:1.01e+06 wall_t:8124 t:63125 epi:nan +opt_step:189189 lr:0.0003 alpha:0.006738 +2026-02-13 13:12:33 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_tennis_t0_s3 [train] +total_reward:-23.90 total_reward_ma:-23.95 loss:-1.736 fps:124.2 +frame:1.02e+06 wall_t:8214 t:63750 epi:nan +opt_step:191064 lr:0.0003 alpha:0.006738 +2026-02-13 13:14:03 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_tennis_t0_s3 [train] +total_reward:-23.90 total_reward_ma:-23.95 loss:-1.607 fps:124.1 +frame:1.03e+06 wall_t:8303 t:64375 epi:nan +opt_step:192939 lr:0.0003 alpha:0.006738 +2026-02-13 13:15:32 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_tennis_t0_s3 [train] +total_reward:-23.89 total_reward_ma:-23.95 loss:-1.598 fps:123.9 +frame:1.04e+06 wall_t:8393 t:65000 epi:nan +opt_step:194814 lr:0.0003 alpha:0.006738 +2026-02-13 13:17:01 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_tennis_t0_s3 [train] +total_reward:-23.88 total_reward_ma:-23.95 loss:-1.549 fps:123.8 +frame:1.05e+06 wall_t:8482 t:65625 epi:nan +opt_step:196689 lr:0.0003 alpha:0.006738 +2026-02-13 13:18:31 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_tennis_t0_s3 [train] +total_reward:-23.89 total_reward_ma:-23.95 loss:-1.61 fps:123.7 +frame:1.06e+06 wall_t:8572 t:66250 epi:nan +opt_step:198564 lr:0.0003 alpha:0.006738 +2026-02-13 13:20:00 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_tennis_t0_s3 [train] +total_reward:-23.90 total_reward_ma:-23.95 loss:-1.43 fps:123.6 +frame:1.07e+06 wall_t:8660 t:66875 epi:nan +opt_step:200439 lr:0.0003 alpha:0.006738 +2026-02-13 13:21:28 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_tennis_t0_s3 [train] +total_reward:-23.90 total_reward_ma:-23.95 loss:-1.514 fps:123.4 +frame:1.08e+06 wall_t:8749 t:67500 epi:nan +opt_step:202314 lr:0.0003 alpha:0.006738 +2026-02-13 13:22:58 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_tennis_t0_s3 [train] +total_reward:-23.91 total_reward_ma:-23.95 loss:-1.369 fps:123.3 +frame:1.09e+06 wall_t:8839 t:68125 epi:nan +opt_step:204189 lr:0.0003 alpha:0.006738 +2026-02-13 13:24:26 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_tennis_t0_s3 [train] +total_reward:-23.91 total_reward_ma:-23.95 loss:-1.371 fps:123.2 +frame:1.10e+06 wall_t:8927 t:68750 epi:nan +opt_step:206064 lr:0.0003 alpha:0.006738 +2026-02-13 13:25:55 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_tennis_t0_s3 [train] +total_reward:-23.92 total_reward_ma:-23.95 loss:-1.313 fps:123.1 +frame:1.11e+06 wall_t:9015 t:69375 epi:nan +opt_step:207939 lr:0.0003 alpha:0.006738 +2026-02-13 13:27:24 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_tennis_t0_s3 [train] +total_reward:-23.92 total_reward_ma:-23.95 loss:-1.392 fps:123 +frame:1.12e+06 wall_t:9104 t:70000 epi:nan +opt_step:209814 lr:0.0003 alpha:0.006738 +2026-02-13 13:28:53 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_tennis_t0_s3 [train] +total_reward:-23.92 total_reward_ma:-23.95 loss:-1.24 fps:122.9 +frame:1.13e+06 wall_t:9194 t:70625 epi:nan +opt_step:211689 lr:0.0003 alpha:0.006738 +2026-02-13 13:30:22 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_tennis_t0_s3 [train] +total_reward:-23.92 total_reward_ma:-23.95 loss:-1.272 fps:122.8 +frame:1.14e+06 wall_t:9282 t:71250 epi:nan +opt_step:213564 lr:0.0003 alpha:0.006738 +2026-02-13 13:31:51 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_tennis_t0_s3 [train] +total_reward:-23.92 total_reward_ma:-23.95 loss:-1.186 fps:122.7 +frame:1.15e+06 wall_t:9372 t:71875 epi:nan +opt_step:215439 lr:0.0003 alpha:0.006738 +2026-02-13 13:33:20 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_tennis_t0_s3 [train] +total_reward:-23.92 total_reward_ma:-23.96 loss:-1.308 fps:122.6 +frame:1.16e+06 wall_t:9460 t:72500 epi:nan +opt_step:217314 lr:0.0003 alpha:0.006738 +2026-02-13 13:34:48 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_tennis_t0_s3 [train] +total_reward:-23.92 total_reward_ma:-23.96 loss:-1.151 fps:122.5 +frame:1.17e+06 wall_t:9549 t:73125 epi:nan +opt_step:219189 lr:0.0003 alpha:0.006738 +2026-02-13 13:36:18 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_tennis_t0_s3 [train] +total_reward:-23.93 total_reward_ma:-23.96 loss:-1.151 fps:122.4 +frame:1.18e+06 wall_t:9638 t:73750 epi:nan +opt_step:221064 lr:0.0003 alpha:0.006738 +2026-02-13 13:37:47 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_tennis_t0_s3 [train] +total_reward:-23.94 total_reward_ma:-23.96 loss:-1.044 fps:122.3 +frame:1.19e+06 wall_t:9727 t:74375 epi:nan +opt_step:222939 lr:0.0003 alpha:0.006738 +2026-02-13 13:39:16 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_tennis_t0_s3 [train] +total_reward:-23.92 total_reward_ma:-23.96 loss:-1.056 fps:122.2 +frame:1.20e+06 wall_t:9816 t:75000 epi:nan +opt_step:224814 lr:0.0003 alpha:0.006738 +2026-02-13 13:40:45 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_tennis_t0_s3 [train] +total_reward:-23.91 total_reward_ma:-23.96 loss:-1.092 fps:122.2 +frame:1.21e+06 wall_t:9905 t:75625 epi:nan +opt_step:226689 lr:0.0003 alpha:0.006738 +2026-02-13 13:42:14 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_tennis_t0_s3 [train] +total_reward:-23.91 total_reward_ma:-23.95 loss:-0.9788 fps:122.1 +frame:1.22e+06 wall_t:9994 t:76250 epi:nan +opt_step:228564 lr:0.0003 alpha:0.006738 +2026-02-13 13:43:42 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_tennis_t0_s3 [train] +total_reward:-23.91 total_reward_ma:-23.95 loss:-1.012 fps:122 +frame:1.23e+06 wall_t:10083 t:76875 epi:nan +opt_step:230439 lr:0.0003 alpha:0.006738 +2026-02-13 13:45:11 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_tennis_t0_s3 [train] +total_reward:-23.91 total_reward_ma:-23.95 loss:-0.9135 fps:121.9 +frame:1.24e+06 wall_t:10171 t:77500 epi:nan +opt_step:232314 lr:0.0003 alpha:0.006738 +2026-02-13 13:46:40 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_tennis_t0_s3 [train] +total_reward:-23.91 total_reward_ma:-23.95 loss:-0.9545 fps:121.8 +frame:1.25e+06 wall_t:10260 t:78125 epi:nan +opt_step:234189 lr:0.0003 alpha:0.006738 +2026-02-13 13:48:09 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_tennis_t0_s3 [train] +total_reward:-23.90 total_reward_ma:-23.95 loss:-0.9968 fps:121.8 +frame:1.26e+06 wall_t:10349 t:78750 epi:nan +opt_step:236064 lr:0.0003 alpha:0.006738 +2026-02-13 13:49:38 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_tennis_t0_s3 [train] +total_reward:-23.89 total_reward_ma:-23.95 loss:-0.9037 fps:121.7 +frame:1.27e+06 wall_t:10438 t:79375 epi:nan +opt_step:237939 lr:0.0003 alpha:0.006738 +2026-02-13 13:51:07 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_tennis_t0_s3 [train] +total_reward:-23.89 total_reward_ma:-23.95 loss:-0.936 fps:121.6 +frame:1.28e+06 wall_t:10528 t:80000 epi:nan +opt_step:239814 lr:0.0003 alpha:0.006738 +2026-02-13 13:52:35 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_tennis_t0_s3 [train] +total_reward:-23.89 total_reward_ma:-23.95 loss:-0.8471 fps:121.5 +frame:1.29e+06 wall_t:10616 t:80625 epi:nan +opt_step:241689 lr:0.0003 alpha:0.006738 +2026-02-13 13:54:05 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_tennis_t0_s3 [train] +total_reward:-23.90 total_reward_ma:-23.95 loss:-0.8276 fps:121.4 +frame:1.30e+06 wall_t:10705 t:81250 epi:nan +opt_step:243564 lr:0.0003 alpha:0.006738 +2026-02-13 13:55:33 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_tennis_t0_s3 [train] +total_reward:-23.90 total_reward_ma:-23.95 loss:-0.8762 fps:121.4 +frame:1.31e+06 wall_t:10794 t:81875 epi:nan +opt_step:245439 lr:0.0003 alpha:0.006738 +2026-02-13 13:57:02 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_tennis_t0_s3 [train] +total_reward:-23.90 total_reward_ma:-23.95 loss:-0.8886 fps:121.3 +frame:1.32e+06 wall_t:10882 t:82500 epi:nan +opt_step:247314 lr:0.0003 alpha:0.006738 +2026-02-13 13:58:31 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_tennis_t0_s3 [train] +total_reward:-23.89 total_reward_ma:-23.95 loss:-0.8686 fps:121.2 +frame:1.33e+06 wall_t:10971 t:83125 epi:nan +opt_step:249189 lr:0.0003 alpha:0.006738 +2026-02-13 13:59:59 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_tennis_t0_s3 [train] +total_reward:-23.89 total_reward_ma:-23.95 loss:-0.8817 fps:121.2 +frame:1.34e+06 wall_t:11060 t:83750 epi:nan +opt_step:251064 lr:0.0003 alpha:0.006738 +2026-02-13 14:01:28 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_tennis_t0_s3 [train] +total_reward:-23.88 total_reward_ma:-23.95 loss:-0.9123 fps:121.1 +frame:1.35e+06 wall_t:11148 t:84375 epi:nan +opt_step:252939 lr:0.0003 alpha:0.006738 +2026-02-13 14:02:57 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_tennis_t0_s3 [train] +total_reward:-23.87 total_reward_ma:-23.95 loss:-0.9378 fps:121 +frame:1.36e+06 wall_t:11238 t:85000 epi:nan +opt_step:254814 lr:0.0003 alpha:0.006738 +2026-02-13 14:04:25 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_tennis_t0_s3 [train] +total_reward:-23.87 total_reward_ma:-23.95 loss:-0.9776 fps:121 +frame:1.37e+06 wall_t:11326 t:85625 epi:nan +opt_step:256689 lr:0.0003 alpha:0.006738 +2026-02-13 14:05:54 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_tennis_t0_s3 [train] +total_reward:-23.87 total_reward_ma:-23.95 loss:-1.064 fps:120.9 +frame:1.38e+06 wall_t:11415 t:86250 epi:nan +opt_step:258564 lr:0.0003 alpha:0.006738 +2026-02-13 14:07:24 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_tennis_t0_s3 [train] +total_reward:-23.86 total_reward_ma:-23.95 loss:-1.101 fps:120.8 +frame:1.39e+06 wall_t:11504 t:86875 epi:nan +opt_step:260439 lr:0.0003 alpha:0.006738 +2026-02-13 14:08:52 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_tennis_t0_s3 [train] +total_reward:-23.86 total_reward_ma:-23.94 loss:-1.201 fps:120.8 +frame:1.40e+06 wall_t:11592 t:87500 epi:nan +opt_step:262314 lr:0.0003 alpha:0.006738 +2026-02-13 14:10:21 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_tennis_t0_s3 [train] +total_reward:-23.86 total_reward_ma:-23.94 loss:-1.284 fps:120.7 +frame:1.41e+06 wall_t:11682 t:88125 epi:nan +opt_step:264189 lr:0.0003 alpha:0.006738 +2026-02-13 14:11:50 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_tennis_t0_s3 [train] +total_reward:-23.86 total_reward_ma:-23.94 loss:-1.463 fps:120.6 +frame:1.42e+06 wall_t:11770 t:88750 epi:nan +opt_step:266064 lr:0.0003 alpha:0.006738 +2026-02-13 14:13:19 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_tennis_t0_s3 [train] +total_reward:-23.86 total_reward_ma:-23.94 loss:-1.585 fps:120.6 +frame:1.43e+06 wall_t:11859 t:89375 epi:nan +opt_step:267939 lr:0.0003 alpha:0.006738 +2026-02-13 14:14:48 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_tennis_t0_s3 [train] +total_reward:-23.86 total_reward_ma:-23.94 loss:-1.551 fps:120.5 +frame:1.44e+06 wall_t:11949 t:90000 epi:nan +opt_step:269814 lr:0.0003 alpha:0.006738 +2026-02-13 14:16:18 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_tennis_t0_s3 [train] +total_reward:-23.86 total_reward_ma:-23.94 loss:-1.733 fps:120.5 +frame:1.45e+06 wall_t:12038 t:90625 epi:nan +opt_step:271689 lr:0.0003 alpha:0.006738 +2026-02-13 14:17:47 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_tennis_t0_s3 [train] +total_reward:-23.86 total_reward_ma:-23.94 loss:-1.864 fps:120.4 +frame:1.46e+06 wall_t:12127 t:91250 epi:nan +opt_step:273564 lr:0.0003 alpha:0.006738 +2026-02-13 14:19:17 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_tennis_t0_s3 [train] +total_reward:-23.86 total_reward_ma:-23.94 loss:-1.96 fps:120.3 +frame:1.47e+06 wall_t:12217 t:91875 epi:nan +opt_step:275439 lr:0.0003 alpha:0.006738 +2026-02-13 14:20:45 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_tennis_t0_s3 [train] +total_reward:-23.86 total_reward_ma:-23.93 loss:-2.073 fps:120.3 +frame:1.48e+06 wall_t:12305 t:92500 epi:nan +opt_step:277314 lr:0.0003 alpha:0.006738 +2026-02-13 14:22:13 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_tennis_t0_s3 [train] +total_reward:-23.86 total_reward_ma:-23.93 loss:-2.096 fps:120.2 +frame:1.49e+06 wall_t:12394 t:93125 epi:nan +opt_step:279189 lr:0.0003 alpha:0.006738 +2026-02-13 14:23:42 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_tennis_t0_s3 [train] +total_reward:-23.86 total_reward_ma:-23.93 loss:-2.231 fps:120.2 +frame:1.50e+06 wall_t:12482 t:93750 epi:nan +opt_step:281064 lr:0.0003 alpha:0.006738 +2026-02-13 14:25:11 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_tennis_t0_s3 [train] +total_reward:-23.86 total_reward_ma:-23.93 loss:-2.364 fps:120.1 +frame:1.51e+06 wall_t:12571 t:94375 epi:nan +opt_step:282939 lr:0.0003 alpha:0.006738 +2026-02-13 14:26:38 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_tennis_t0_s3 [train] +total_reward:-23.86 total_reward_ma:-23.93 loss:-2.359 fps:120.1 +frame:1.52e+06 wall_t:12659 t:95000 epi:nan +opt_step:284814 lr:0.0003 alpha:0.006738 +2026-02-13 14:28:07 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_tennis_t0_s3 [train] +total_reward:-23.86 total_reward_ma:-23.93 loss:-2.46 fps:120 +frame:1.53e+06 wall_t:12748 t:95625 epi:nan +opt_step:286689 lr:0.0003 alpha:0.006738 +2026-02-13 14:29:36 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_tennis_t0_s3 [train] +total_reward:-23.86 total_reward_ma:-23.93 loss:-2.493 fps:120 +frame:1.54e+06 wall_t:12836 t:96250 epi:nan +opt_step:288564 lr:0.0003 alpha:0.006738 +2026-02-13 14:31:04 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_tennis_t0_s3 [train] +total_reward:-23.86 total_reward_ma:-23.93 loss:-2.484 fps:119.9 +frame:1.55e+06 wall_t:12925 t:96875 epi:nan +opt_step:290439 lr:0.0003 alpha:0.006738 +2026-02-13 14:32:33 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_tennis_t0_s3 [train] +total_reward:-23.86 total_reward_ma:-23.92 loss:-2.517 fps:119.9 +frame:1.56e+06 wall_t:13014 t:97500 epi:nan +opt_step:292314 lr:0.0003 alpha:0.006738 +2026-02-13 14:34:02 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_tennis_t0_s3 [train] +total_reward:-23.86 total_reward_ma:-23.92 loss:-2.494 fps:119.8 +frame:1.57e+06 wall_t:13102 t:98125 epi:nan +opt_step:294189 lr:0.0003 alpha:0.006738 +2026-02-13 14:35:31 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_tennis_t0_s3 [train] +total_reward:-23.86 total_reward_ma:-23.92 loss:-2.549 fps:119.8 +frame:1.58e+06 wall_t:13191 t:98750 epi:nan +opt_step:296064 lr:0.0003 alpha:0.006738 +2026-02-13 14:36:59 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_tennis_t0_s3 [train] +total_reward:-23.86 total_reward_ma:-23.92 loss:-2.527 fps:119.7 +frame:1.59e+06 wall_t:13280 t:99375 epi:nan +opt_step:297939 lr:0.0003 alpha:0.006738 +2026-02-13 14:38:29 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_tennis_t0_s3 [train] +total_reward:-23.86 total_reward_ma:-23.92 loss:-2.521 fps:119.7 +frame:1.60e+06 wall_t:13369 t:100000 epi:nan +opt_step:299814 lr:0.0003 alpha:0.006738 +2026-02-13 14:39:57 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_tennis_t0_s3 [train] +total_reward:-23.87 total_reward_ma:-23.92 loss:-2.429 fps:119.6 +frame:1.61e+06 wall_t:13457 t:100625 epi:nan +opt_step:301689 lr:0.0003 alpha:0.006738 +2026-02-13 14:41:26 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_tennis_t0_s3 [train] +total_reward:-23.87 total_reward_ma:-23.92 loss:-2.483 fps:119.6 +frame:1.62e+06 wall_t:13546 t:101250 epi:nan +opt_step:303564 lr:0.0003 alpha:0.006738 +2026-02-13 14:42:54 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_tennis_t0_s3 [train] +total_reward:-23.87 total_reward_ma:-23.91 loss:-2.516 fps:119.6 +frame:1.63e+06 wall_t:13634 t:101875 epi:nan +opt_step:305439 lr:0.0003 alpha:0.006738 +2026-02-13 14:44:22 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_tennis_t0_s3 [train] +total_reward:-23.88 total_reward_ma:-23.91 loss:-2.474 fps:119.5 +frame:1.64e+06 wall_t:13722 t:102500 epi:nan +opt_step:307314 lr:0.0003 alpha:0.006738 +2026-02-13 14:45:51 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_tennis_t0_s3 [train] +total_reward:-23.88 total_reward_ma:-23.91 loss:-2.368 fps:119.5 +frame:1.65e+06 wall_t:13811 t:103125 epi:nan +opt_step:309189 lr:0.0003 alpha:0.006738 +2026-02-13 14:47:19 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_tennis_t0_s3 [train] +total_reward:-23.90 total_reward_ma:-23.91 loss:-2.34 fps:119.4 +frame:1.66e+06 wall_t:13899 t:103750 epi:nan +opt_step:311064 lr:0.0003 alpha:0.006738 +2026-02-13 14:48:47 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_tennis_t0_s3 [train] +total_reward:-23.89 total_reward_ma:-23.91 loss:-2.41 fps:119.4 +frame:1.67e+06 wall_t:13988 t:104375 epi:nan +opt_step:312939 lr:0.0003 alpha:0.006738 +2026-02-13 14:50:16 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_tennis_t0_s3 [train] +total_reward:-23.89 total_reward_ma:-23.91 loss:-2.272 fps:119.4 +frame:1.68e+06 wall_t:14076 t:105000 epi:nan +opt_step:314814 lr:0.0003 alpha:0.006738 +2026-02-13 14:51:45 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_tennis_t0_s3 [train] +total_reward:-23.89 total_reward_ma:-23.91 loss:-2.253 fps:119.3 +frame:1.69e+06 wall_t:14165 t:105625 epi:nan +opt_step:316689 lr:0.0003 alpha:0.006738 +2026-02-13 14:53:13 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_tennis_t0_s3 [train] +total_reward:-23.89 total_reward_ma:-23.91 loss:-2.245 fps:119.3 +frame:1.70e+06 wall_t:14253 t:106250 epi:nan +opt_step:318564 lr:0.0003 alpha:0.006738 +2026-02-13 14:54:41 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_tennis_t0_s3 [train] +total_reward:-23.88 total_reward_ma:-23.91 loss:-2.286 fps:119.2 +frame:1.71e+06 wall_t:14341 t:106875 epi:nan +opt_step:320439 lr:0.0003 alpha:0.006738 +2026-02-13 14:56:09 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_tennis_t0_s3 [train] +total_reward:-941.00 total_reward_ma:-33.08 loss:-2.322 fps:119.2 +frame:1.72e+06 wall_t:14430 t:107500 epi:nan +opt_step:322314 lr:0.0003 alpha:0.006738 +2026-02-13 14:57:38 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_tennis_t0_s3 [train] +total_reward:-821.00 total_reward_ma:-41.05 loss:-2.23 fps:119.2 +frame:1.73e+06 wall_t:14518 t:108125 epi:nan +opt_step:324189 lr:0.0003 alpha:0.006738 +2026-02-13 14:59:07 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_tennis_t0_s3 [train] +total_reward:-838.00 total_reward_ma:-49.19 loss:-2.271 fps:119.1 +frame:1.74e+06 wall_t:14608 t:108750 epi:nan +opt_step:326064 lr:0.0003 alpha:0.006738 +2026-02-13 15:00:35 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_tennis_t0_s3 [train] +total_reward:-838.00 total_reward_ma:-57.33 loss:-2.203 fps:119.1 +frame:1.75e+06 wall_t:14695 t:109375 epi:nan +opt_step:327939 lr:0.0003 alpha:0.006738 +2026-02-13 15:02:03 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_tennis_t0_s3 [train] +total_reward:-835.00 total_reward_ma:-65.44 loss:-2.217 fps:119.1 +frame:1.76e+06 wall_t:14783 t:110000 epi:nan +opt_step:329814 lr:0.0003 alpha:0.006738 +2026-02-13 15:03:32 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_tennis_t0_s3 [train] +total_reward:-835.00 total_reward_ma:-73.55 loss:-2.166 fps:119 +frame:1.77e+06 wall_t:14873 t:110625 epi:nan +opt_step:331689 lr:0.0003 alpha:0.006738 +2026-02-13 15:05:00 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_tennis_t0_s3 [train] +total_reward:-835.00 total_reward_ma:-81.66 loss:-2.095 fps:119 +frame:1.78e+06 wall_t:14960 t:111250 epi:nan +opt_step:333564 lr:0.0003 alpha:0.006738 +2026-02-13 15:06:29 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_tennis_t0_s3 [train] +total_reward:-857.17 total_reward_ma:-89.99 loss:-1.981 fps:118.9 +frame:1.79e+06 wall_t:15049 t:111875 epi:nan +opt_step:335439 lr:0.0003 alpha:0.006738 +2026-02-13 15:07:58 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_tennis_t0_s3 [train] +total_reward:-857.17 total_reward_ma:-98.32 loss:-2.009 fps:118.9 +frame:1.80e+06 wall_t:15138 t:112500 epi:nan +opt_step:337314 lr:0.0003 alpha:0.006738 +2026-02-13 15:09:25 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_tennis_t0_s3 [train] +total_reward:-857.17 total_reward_ma:-106.65 loss:-1.901 fps:118.9 +frame:1.81e+06 wall_t:15226 t:113125 epi:nan +opt_step:339189 lr:0.0003 alpha:0.006738 +2026-02-13 15:10:54 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_tennis_t0_s3 [train] +total_reward:-838.14 total_reward_ma:-114.79 loss:-2.053 fps:118.8 +frame:1.82e+06 wall_t:15314 t:113750 epi:nan +opt_step:341064 lr:0.0003 alpha:0.006738 +2026-02-13 15:12:23 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_tennis_t0_s3 [train] +total_reward:-838.14 total_reward_ma:-122.94 loss:-1.948 fps:118.8 +frame:1.83e+06 wall_t:15403 t:114375 epi:nan +opt_step:342939 lr:0.0003 alpha:0.006738 +2026-02-13 15:13:51 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_tennis_t0_s3 [train] +total_reward:-838.14 total_reward_ma:-131.08 loss:-2.169 fps:118.8 +frame:1.84e+06 wall_t:15492 t:115000 epi:nan +opt_step:344814 lr:0.0003 alpha:0.006738 +2026-02-13 15:15:20 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_tennis_t0_s3 [train] +total_reward:-838.14 total_reward_ma:-139.22 loss:-2.121 fps:118.7 +frame:1.85e+06 wall_t:15580 t:115625 epi:nan +opt_step:346689 lr:0.0003 alpha:0.006738 +2026-02-13 15:16:47 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_tennis_t0_s3 [train] +total_reward:-838.14 total_reward_ma:-147.36 loss:-2.065 fps:118.7 +frame:1.86e+06 wall_t:15667 t:116250 epi:nan +opt_step:348564 lr:0.0003 alpha:0.006738 +2026-02-13 15:18:16 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_tennis_t0_s3 [train] +total_reward:-838.14 total_reward_ma:-155.50 loss:-2.018 fps:118.7 +frame:1.87e+06 wall_t:15756 t:116875 epi:nan +opt_step:350439 lr:0.0003 alpha:0.006738 +2026-02-13 15:19:46 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_tennis_t0_s3 [train] +total_reward:-838.14 total_reward_ma:-163.65 loss:-1.944 fps:118.6 +frame:1.88e+06 wall_t:15846 t:117500 epi:nan +opt_step:352314 lr:0.0003 alpha:0.006738 +2026-02-13 15:21:15 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_tennis_t0_s3 [train] +total_reward:-838.14 total_reward_ma:-171.79 loss:-1.746 fps:118.6 +frame:1.89e+06 wall_t:15936 t:118125 epi:nan +opt_step:354189 lr:0.0003 alpha:0.006738 +2026-02-13 15:22:43 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_tennis_t0_s3 [train] +total_reward:-838.14 total_reward_ma:-179.93 loss:-1.959 fps:118.6 +frame:1.90e+06 wall_t:16024 t:118750 epi:nan +opt_step:356064 lr:0.0003 alpha:0.006738 +2026-02-13 15:24:12 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_tennis_t0_s3 [train] +total_reward:-838.14 total_reward_ma:-188.07 loss:-1.981 fps:118.5 +frame:1.91e+06 wall_t:16112 t:119375 epi:nan +opt_step:357939 lr:0.0003 alpha:0.006738 +2026-02-13 15:25:40 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_tennis_t0_s3 [train] +total_reward:-838.14 total_reward_ma:-196.21 loss:-1.919 fps:118.5 +frame:1.92e+06 wall_t:16200 t:120000 epi:nan +opt_step:359814 lr:0.0003 alpha:0.006738 +2026-02-13 15:27:08 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_tennis_t0_s3 [train] +total_reward:-838.14 total_reward_ma:-204.36 loss:-2.036 fps:118.5 +frame:1.93e+06 wall_t:16289 t:120625 epi:nan +opt_step:361689 lr:0.0003 alpha:0.006738 +2026-02-13 15:28:37 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_tennis_t0_s3 [train] +total_reward:-838.14 total_reward_ma:-212.50 loss:-1.845 fps:118.5 +frame:1.94e+06 wall_t:16378 t:121250 epi:nan +opt_step:363564 lr:0.0003 alpha:0.006738 +2026-02-13 15:30:07 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_tennis_t0_s3 [train] +total_reward:-838.14 total_reward_ma:-220.64 loss:-1.903 fps:118.4 +frame:1.95e+06 wall_t:16468 t:121875 epi:nan +opt_step:365439 lr:0.0003 alpha:0.006738 +2026-02-13 15:31:35 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_tennis_t0_s3 [train] +total_reward:-838.14 total_reward_ma:-228.78 loss:-1.853 fps:118.4 +frame:1.96e+06 wall_t:16555 t:122500 epi:nan +opt_step:367314 lr:0.0003 alpha:0.006738 +2026-02-13 15:33:04 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_tennis_t0_s3 [train] +total_reward:-838.14 total_reward_ma:-236.92 loss:-1.99 fps:118.4 +frame:1.97e+06 wall_t:16644 t:123125 epi:nan +opt_step:369189 lr:0.0003 alpha:0.006738 +2026-02-13 15:34:32 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_tennis_t0_s3 [train] +total_reward:-838.14 total_reward_ma:-245.07 loss:-1.858 fps:118.3 +frame:1.98e+06 wall_t:16733 t:123750 epi:nan +opt_step:371064 lr:0.0003 alpha:0.006738 +2026-02-13 15:36:01 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_tennis_t0_s3 [train] +total_reward:-838.14 total_reward_ma:-253.21 loss:-1.916 fps:118.3 +frame:1.99e+06 wall_t:16821 t:124375 epi:nan +opt_step:372939 lr:0.0003 alpha:0.006738 +2026-02-13 15:37:29 | INFO | PID:1434 | slm_lab.agent:log_summary | Trial 0 session 3 sac_atari_tennis_t0_s3 [train] +total_reward:-838.14 total_reward_ma:-261.35 loss:-1.958 fps:118.3 +frame:2.00e+06 wall_t:16910 t:125000 epi:nan +opt_step:374814 lr:0.0003 alpha:0.006738 +2026-02-13 15:37:30 | INFO | PID:1434 | slm_lab.lib.logger:info | Session 3 done diff --git a/data/sac_atari_tennis_2026_02_13_105531/sac_atari_tennis_spec.json b/data/sac_atari_tennis_2026_02_13_105531/sac_atari_tennis_spec.json new file mode 100644 index 0000000000000000000000000000000000000000..1c6de862c24ed3fd155e120f4889a27a6cc4b0a6 --- /dev/null +++ b/data/sac_atari_tennis_2026_02_13_105531/sac_atari_tennis_spec.json @@ -0,0 +1,98 @@ +{ + "agent": { + "name": "SoftActorCritic", + "algorithm": { + "name": "SoftActorCritic", + "action_pdtype": "Categorical", + "action_policy": "default", + "gamma": 0.99, + "training_start_step": 1000, + "training_frequency": 4, + "training_iter": 3 + }, + "memory": { + "name": "Replay", + "batch_size": 256, + "max_size": 200000, + "use_cer": false + }, + "net": { + "type": "ConvNet", + "shared": false, + "conv_hid_layers": [ + [ + 32, + 8, + 4, + 0, + 1 + ], + [ + 64, + 4, + 2, + 0, + 1 + ], + [ + 64, + 3, + 1, + 0, + 1 + ] + ], + "fc_hid_layers": [ + 512 + ], + "hid_layers_activation": "relu", + "init_fn": "orthogonal_", + "normalize": true, + "batch_norm": false, + "clip_grad_val": 0.5, + "use_same_optim": false, + "loss_spec": { + "name": "SmoothL1Loss" + }, + "optim_spec": { + "name": "AdamW", + "lr": 0.0003, + "eps": 0.0001 + }, + "update_type": "polyak", + "update_frequency": 1, + "polyak_coef": 0.005, + "gpu": "auto" + } + }, + "env": { + "name": "ALE/Tennis-v5", + "num_envs": 16, + "max_t": null, + "max_frame": 2000000, + "life_loss_info": true + }, + "meta": { + "distributed": false, + "eval_frequency": 10000, + "log_frequency": 10000, + "max_session": 4, + "max_trial": 1, + "rigorous_eval": 0, + "experiment": 0, + "trial": 0, + "session": -1, + "cuda_offset": 0, + "resume": false, + "experiment_ts": "2026_02_13_105531", + "prepath": "data/sac_atari_tennis_2026_02_13_105531/sac_atari_tennis_t0", + "git_sha": "unknown", + "random_seed": null, + "predir": "data/sac_atari_tennis_2026_02_13_105531", + "graph_prepath": "data/sac_atari_tennis_2026_02_13_105531/graph/sac_atari_tennis_t0", + "info_prepath": "data/sac_atari_tennis_2026_02_13_105531/info/sac_atari_tennis_t0", + "log_prepath": "data/sac_atari_tennis_2026_02_13_105531/log/sac_atari_tennis_t0", + "model_prepath": "data/sac_atari_tennis_2026_02_13_105531/model/sac_atari_tennis_t0" + }, + "name": "sac_atari_tennis" +} \ No newline at end of file diff --git a/data/sac_atari_tennis_2026_02_13_105531/sac_atari_tennis_t0_spec.json b/data/sac_atari_tennis_2026_02_13_105531/sac_atari_tennis_t0_spec.json new file mode 100644 index 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